{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Search queries automatization using R\n", "\n", "A language for statistical computations [R (S-plus)](http://r-project.org) is widely used in a variety of scientific and applied problems dealing with data analysis.\n", "\n", "Since the time of its creation a lot of useful packages were developed. This set of packages has been grown in a large [R-ecosystem](https://cran.r-project.org/mirrors.html), allowing to solve different scientific problems and perform automatization of data analysis workflows.\n", "\n", "Executable code in this document is given in the blocks of the form In[xxx]; these blocks could be executed via R-interpreter (e.g. R-console) in a one-by-one way, or previously saved as a text file with .r extension (r-script file).\n", "\n", "This document is created via [Jupyter](http://jupyter.org) and [IRkernel](https://irkernel.github.io/)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Building a computational environment" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Automatization of search queries in R includes:\n", "* Building an HTTP-request to the server according to [HTTP-API](http://botsad.ru/herbarium/docs/en/http_api.html);\n", "* Transformation of the answer, a JSON-response, in a form usual for R-environment (e.g. data.frame object);\n", "\n", "To handle these steps the R-ecosystem includes a lot of packages. We will use the one called [jsonlite](https://cran.r-project.org/web/packages/jsonlite/index.html), that allows automatic transformation of received data into R - `data.frame` objects.\n", "\n", "So, if your local R-environment doesn't include `jsonlite` and `curl` packages, you will need to install them using `install.packages(c('jsonlite', 'curl'))`. In this case, `jsonlite` is used to parse and interpret json-data recieved from the server, and `curl` allows to do this recieving." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "library(jsonlite)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "data<-fromJSON('http://botsad.ru/hitem/json/?collectedby=Пименова')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
species_authorshipupdatedfamilyacronymspecies_statussignificancegpsbasedspecies_epithetcountryidentification_finished⋯collection_finishedbranchshort_notelatituderegiongenusfieldidinfraspecific_epithettype_statusdetails
(Spenn.) Fée 2017-06-13 DRYOPTERIDACEAE VBGI From plantlist FALSE braunii Russia ⋯ 43.06703 Приморский край Polystichum NA г. Ливадийская (Фалаза), кедрово-широколиственный лес
Hara 2017-06-13 CRASSULACEAE VBGI From plantlist TRUE iwarenge Russia ⋯ 42.89162 Приморский край Orostachys NA Залив Восток, база \"Восток\", мыс Пашинникова, скалы на берегу моря
Chaix 2017-06-13 JUNCACEAE VBGI From plantlist FALSE alpinoarticulatus Russia 2015-04-01 ⋯ 45.82908 Приморский край Juncus NA с. Амгу, близ устья р. Амгу
Willd. ex Schult. & Schult.f. 2017-06-13 AMARYLLIDACEAE VBGI From plantlist TRUE splendens Russia 2015-04-01 ⋯ 45.89254 Приморский край Allium NA г. Туман, щебнистая осыпь в подгольцовом поясе
(Regel) Sojak 2017-06-13 POLYGONACEAE VBGI From plantlist TRUE maackianum Russia ⋯ 42.45782 Приморский край Truellum NA оз. Лотос, на сплавине
(Regel) Sojak 2017-06-13 POLYGONACEAE VBGI From plantlist TRUE maackianum Russia ⋯ 42.45782 Приморский край Truellum NA оз. Лотос, на сплавине
(Regel) Sojak 2017-06-13 POLYGONACEAE VBGI From plantlist TRUE maackianum Russia ⋯ 42.45782 Приморский край Truellum NA оз. Лотос, на сплавине
(Maxim.) Maxim. ex Franch. & Sav. 2017-07-13 CUCURBITACEAE VBGI From plantlist TRUE lobatum Russia ⋯ 42.45782 Приморский край Actinostemma NA оз. Лотос, на сплавине
(Buch.-Ham. ex Roxb.) Maxim. 2017-06-13 LAMIACEAE VBGI From plantlist TRUE dianthera Russia ⋯ 42.45782 Приморский край Mosla NA оз. Лотос, на сплавине
(Buch.-Ham. ex Roxb.) Maxim. 2017-06-13 LAMIACEAE VBGI From plantlist TRUE dianthera Russia ⋯ 42.45782 Приморский край Mosla NA оз. Лотос, на сплавине
Makino 2017-06-13 LAMIACEAE VBGI From plantlist TRUE jatabeana Russia ⋯ 42.45782 Приморский край Dysophylla NA оз. Лотос, на сплавине
(R. Keller) Y. Kimura 2017-06-13 HYPERICACEAE VBGI From plantlist TRUE japonicum Russia ⋯ 42.45782 Приморский край Triadenum NA оз. Лотос, на сплавине
(R. Keller) Y. Kimura 2017-06-13 HYPERICACEAE VBGI From plantlist TRUE japonicum Russia ⋯ 42.45782 Приморский край Triadenum NA оз. Лотос, на сплавине
Benth. 2017-06-13 OROBANCHACEAE VBGI From plantlist FALSE chinensis Russia ⋯ 42.56007 Приморский край Siphonostegia NA дорога к пос. Хасан, перевал
Benth. 2017-06-13 OROBANCHACEAE VBGI From plantlist FALSE chinensis Russia ⋯ 42.55994 Приморский край Siphonostegia NA дорога к пос. Хасан, перевал
Miq. 2017-06-13 SALICACEAE VBGI From plantlist FALSE pierotii Russia ⋯ 42.55981 Приморский край Salix NA дорога на пос. Хасан, скала у дороги
L. 2017-06-13 SALICACEAE VBGI From plantlist FALSE caprea Russia ⋯ 42.56045 Приморский край Salix NA дорога н апос. Хасан, скала у дороги
(Thunb.) Schindl. 2017-06-13 LEGUMINOSAE VBGI From plantlist FALSE striata Russia ⋯ 42.55943 Приморский край Kummerowia NA дорога на пос. Хасан, скала у дороги
Miq. 2017-06-13 LEGUMINOSAE VBGI From plantlist FALSE cyrtobotrya Russia ⋯ 42.47370 Приморский край Lespedeza NA перевал от оз. Лотос
Miq. 2017-06-13 LEGUMINOSAE VBGI From plantlist FALSE cyrtobotrya Russia ⋯ 42.47415 Приморский край Lespedeza NA перевал от оз. Лотос
(Pall.) DC. 2017-06-13 LEGUMINOSAE VBGI From plantlist FALSE dahuricus Russia ⋯ 42.87962 Приморский край Astragalus NA трасса после поворота на Славянку, обочина
Thunb. 2017-06-13 FAGACEAE VBGI From plantlist TRUE dentata Russia ⋯ 42.45782 Приморский край Quercus NA оз. Лотос, берег
Thunb. 2017-06-13 FAGACEAE VBGI From plantlist TRUE dentata Russia ⋯ 42.45782 Приморский край Quercus NA оз. Лотос, берег
(Siebold et Zucc.) Sojak 2017-06-13 POLYGONACEAE VBGI From plantlist TRUE thunbergii Russia ⋯ 42.45782 Приморский край Truellum NA оз. Лотос, на сплавине
(Siebold et Zucc.) Sojak 2017-06-13 POLYGONACEAE VBGI From plantlist TRUE thunbergii Russia ⋯ 42.45782 Приморский край Truellum NA оз. Лотос, на сплавине
Hance 2017-06-13 COMPOSITAE VBGI From plantlist FALSE sinica Russia ⋯ 42.44926 Приморский край Anaphalis NA оз. Лотос, разреженный дубняк
Willd. 2017-06-13 COMPOSITAE VBGI From plantlist FALSE parviflora Russia ⋯ 42.55994 Приморский край Bidens NA дорога к пос. Хасан, скала у дороги
Planch. 2017-06-13 LINACEAE VBGI From plantlist FALSE stelleroides Russia ⋯ 42.55918 Приморский край Linum NA дорога к пос. Хасан, скала, обочина дороги
Maxim. 2017-06-13 ORCHIDACEAE VBGI From plantlist TRUE hologlottis Russia ⋯ 42.53378 Приморский край Platanthera NA небольшой перевал к оз. Птичье, сырой луг
Maxim. 2017-06-13 ORCHIDACEAE VBGI From plantlist TRUE hologlottis Russia ⋯ 42.53378 Приморский край Platanthera NA небольшой перевал к оз. Птичье, сырой луг
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Rupr. 2017-11-14 ASPLENIACEAE VBGI From plantlist FALSE sibiricus Russia ⋯ 43.46002 Приморский край Camptosorus NA Борисовское плато, верх. течение р. Нежинка, на скалах.
Rupr. 2017-11-14 ASPLENIACEAE VBGI From plantlist TRUE sibiricus Russia ⋯ 43.28614 Приморский край Camptosorus NA верховья р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водорахдела, замшелая скала.
Hayata 2017-11-14 ASPLENIACEAE VBGI From plantlist FALSE tenuicaule Russia ⋯ 43.28614 Приморский край Asplenium NA р. Амба, правый берег, водораздел руч. Пятый и руч. Четвертый, скалы сев. эксп. под хребтом, влажные и тенистые.
Hayata 2017-11-15 ASPLENIACEAE VBGI From plantlist FALSE tenuicaule Russia ⋯ 43.28614 Приморский край Asplenium NA верховье р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водораздела, замшелая скала.
Hayata 2017-11-15 ASPLENIACEAE VBGI From plantlist FALSE tenuicaule Russia ⋯ 43.46846 Приморский край Asplenium NA Борисовское плато,верх. течение р. Нежинка, долина руч. Раздольненский, на скалах.
Regel & Maack 2017-11-16 POLYPODIACEAE VBGI Approved TRUE ussuriensis Russia ⋯ 43.28614 Приморский край Pleopeltis NA верх. р. Амба, верх. р.Четвертый и Пятый, влажные и тенистые скалы со стороны реки, ниже водораздела.
Regel & Maack 2017-11-16 POLYPODIACEAE VBGI Approved FALSE ussuriensis Russia ⋯ 43.47434 Приморский край Pleopeltis NA Борисовское плато, верх. теч. р. Нежинка, водораздел р. Нежинка и руч. Форелевый, скалистый гребень.
Regel & Maack 2017-11-16 POLYPODIACEAE VBGI Approved FALSE ussuriensis Russia ⋯ 43.49029 Приморский край Pleopeltis NA Борисовское плато, верх. теч. р. Нежинка, водораздел руч. Раздольненский и р. Вторая Речка, скалистый гребень.
Regel & Maack 2017-11-16 POLYPODIACEAE VBGI Approved FALSE ussuriensis Russia ⋯ 43.47434 Приморский край Pleopeltis NA Борисовское плато, верх. теч. р. Нежинка, выше устья руч. Раздольненский, на стволе дерева.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist FALSE arvense Russia ⋯ 43.61518 Приморский край Equisetum NA нац. парк Зов Тигра, г. Победа, зап. склон, елово-пихтовый лес в ср. части.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist TRUE arvense Russia ⋯ 43.48554 Приморский край Equisetum NA р. Нежинка, пойма.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist FALSE arvense Russia ⋯ 43.48554 Приморский край Equisetum NA Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный лес.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist TRUE arvense Russia ⋯ 42.78200 Приморский край Equisetum NA с. Цуканово, долина реки у заставы, лиственный лес.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist TRUE arvense Russia ⋯ 42.78200 Приморский край Equisetum NA с. Цуканово, долина реки у заставы, лиственный лес.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist TRUE arvense Russia ⋯ 43.31606 Приморский край Equisetum NA р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist FALSE arvense Russia ⋯ 50.33339 Приморский край Equisetum NA около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес.
L. 2017-11-20 EQUISETACEAE VBGI From plantlist FALSE arvense Russia ⋯ 50.33339 Приморский край Equisetum NA около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес.
L. 2017-11-24 AMARANTHACEAE VBGI From plantlist FALSE polyspermum Russia 2017-08-09 ⋯ 2017-08-09 43.22431 Приморский край Chenopodium NA Ботанический сад-институт ДВО РАН, экспозиция лаборатории флоры Дальнего Востока, в зарослях мыльнянки лекарственной
L. 2017-12-01 EQUISETACEAE VBGI From plantlist TRUE hyemale Russia ⋯ 43.36229 Приморский край Equisetum NA р. Грязная, долинный лес в окр. кордона.
L. 2017-12-01 EQUISETACEAE VBGI From plantlist FALSE hyemale Russia ⋯ 43.46114 Приморский край Equisetum NA Борисовское плато, верх. течение р. Нежинка, долина реки выше устья руч. Раздольненский, смешанный лес.
L. 2017-12-01 EQUISETACEAE VBGI From plantlist TRUE hyemale Russia ⋯ 43.61518 Приморский край Equisetum NA нац. парк \"Зов тигра\", г. Победа, подножье зап. склона, влажный березово-ольховый лес.
Ehrh. 2017-12-04 EQUISETACEAE VBGI From plantlist FALSE pratense Russia ⋯ 43.46064 Приморский край Equisetum NA Борисовское плато, верх. течение р. Нежинка, водораздел руч. Раздольненский и р. Вторая речка, мочажина, смешанный лес.
Ehrh. 2017-12-04 EQUISETACEAE VBGI From plantlist TRUE pratense Russia ⋯ 43.36229 Приморский край Equisetum NA р. Грязная, долинный лес в окр. кордона.
L. 2017-12-06 EQUISETACEAE VBGI From plantlist TRUE sylvaticum Russia ⋯ 43.31606 Приморский край Equisetum NA р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес.
L. 2017-12-06 EQUISETACEAE VBGI From plantlist TRUE sylvaticum Russia ⋯ 43.31606 Приморский край Equisetum NA р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес.
L. 2017-12-06 EQUISETACEAE VBGI From plantlist TRUE sylvaticum Russia ⋯ 43.23702 Приморский край Equisetum NA 5 км на запад от с. Овчинниково, ср. течение р. Барабашевка, надпойменная терраса, лиственный лес.
(Fisch.) Juz. 2017-12-10 ROSACEAE ABGI Approved FALSE parvifolia Mongolia 2017-09-08 ⋯ 2016-07-21 48.05605 Dasiphora NA Природный участок университета
(L.) Holub 2017-12-14 LYCOPODIACEAE VBGI From plantlist TRUE complanatum Russia ⋯ Herbarium of Vascular Plants 45.89312 Приморский край Diphasiastrum NA Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес.
(L.) Holub 2017-12-14 LYCOPODIACEAE VBGI From plantlist FALSE complanatum Russia ⋯ Herbarium of Vascular Plants 45.89312 Приморский край Diphasiastrum NA Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес.
(L.) Holub 2017-12-14 LYCOPODIACEAE VBGI From plantlist FALSE complanatum Russia ⋯ Herbarium of Vascular Plants 45.89312 Приморский край Diphasiastrum NA Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес.
\n" ], "text/latex": [ "\\begin{tabular}{r|llllllllllllllllllllllllllllllllllllllllll}\n", " species\\_authorship & updated & family & acronym & species\\_status & significance & gpsbased & species\\_epithet & country & identification\\_finished & ⋯ & collection\\_finished & branch & short\\_note & latitude & region & genus & fieldid & infraspecific\\_epithet & type\\_status & details\\\\\n", "\\hline\n", "\t (Spenn.) Fée & 2017-06-13 & DRYOPTERIDACEAE & VBGI & From plantlist & & FALSE & braunii & Russia & & ⋯ & & & & 43.06703 & Приморский край & Polystichum & & & NA & г. Ливадийская (Фалаза), кедрово-широколиственный лес \\\\\n", "\t Hara & 2017-06-13 & CRASSULACEAE & VBGI & From plantlist & & TRUE & iwarenge & Russia & & ⋯ & & & & 42.89162 & Приморский край & Orostachys & & & NA & Залив Восток, база \"Восток\", мыс Пашинникова, скалы на берегу моря\\\\\n", "\t Chaix & 2017-06-13 & JUNCACEAE & VBGI & From plantlist & & FALSE & alpinoarticulatus & Russia & 2015-04-01 & ⋯ & & & & 45.82908 & Приморский край & Juncus & & & NA & с. Амгу, близ устья р. Амгу \\\\\n", "\t Willd. ex Schult. \\& Schult.f. & 2017-06-13 & AMARYLLIDACEAE & VBGI & From plantlist & & TRUE & splendens & Russia & 2015-04-01 & ⋯ & & & & 45.89254 & Приморский край & Allium & & & NA & г. Туман, щебнистая осыпь в подгольцовом поясе \\\\\n", "\t (Regel) Sojak & 2017-06-13 & POLYGONACEAE & VBGI & From plantlist & & TRUE & maackianum & Russia & & ⋯ & & & & 42.45782 & Приморский край & Truellum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (Regel) Sojak & 2017-06-13 & POLYGONACEAE & VBGI & From plantlist & & TRUE & maackianum & Russia & & ⋯ & & & & 42.45782 & Приморский край & Truellum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (Regel) Sojak & 2017-06-13 & POLYGONACEAE & VBGI & From plantlist & & TRUE & maackianum & Russia & & ⋯ & & & & 42.45782 & Приморский край & Truellum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (Maxim.) Maxim. ex Franch. \\& Sav. & 2017-07-13 & CUCURBITACEAE & VBGI & From plantlist & & TRUE & lobatum & Russia & & ⋯ & & & & 42.45782 & Приморский край & Actinostemma & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (Buch.-Ham. ex Roxb.) Maxim. & 2017-06-13 & LAMIACEAE & VBGI & From plantlist & & TRUE & dianthera & Russia & & ⋯ & & & & 42.45782 & Приморский край & Mosla & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (Buch.-Ham. ex Roxb.) Maxim. & 2017-06-13 & LAMIACEAE & VBGI & From plantlist & & TRUE & dianthera & Russia & & ⋯ & & & & 42.45782 & Приморский край & Mosla & & & NA & оз. Лотос, на сплавине \\\\\n", "\t Makino & 2017-06-13 & LAMIACEAE & VBGI & From plantlist & & TRUE & jatabeana & Russia & & ⋯ & & & & 42.45782 & Приморский край & Dysophylla & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (R. Keller) Y. Kimura & 2017-06-13 & HYPERICACEAE & VBGI & From plantlist & & TRUE & japonicum & Russia & & ⋯ & & & & 42.45782 & Приморский край & Triadenum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (R. Keller) Y. Kimura & 2017-06-13 & HYPERICACEAE & VBGI & From plantlist & & TRUE & japonicum & Russia & & ⋯ & & & & 42.45782 & Приморский край & Triadenum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t Benth. & 2017-06-13 & OROBANCHACEAE & VBGI & From plantlist & & FALSE & chinensis & Russia & & ⋯ & & & & 42.56007 & Приморский край & Siphonostegia & & & NA & дорога к пос. Хасан, перевал \\\\\n", "\t Benth. & 2017-06-13 & OROBANCHACEAE & VBGI & From plantlist & & FALSE & chinensis & Russia & & ⋯ & & & & 42.55994 & Приморский край & Siphonostegia & & & NA & дорога к пос. Хасан, перевал \\\\\n", "\t Miq. & 2017-06-13 & SALICACEAE & VBGI & From plantlist & & FALSE & pierotii & Russia & & ⋯ & & & & 42.55981 & Приморский край & Salix & & & NA & дорога на пос. Хасан, скала у дороги \\\\\n", "\t L. & 2017-06-13 & SALICACEAE & VBGI & From plantlist & & FALSE & caprea & Russia & & ⋯ & & & & 42.56045 & Приморский край & Salix & & & NA & дорога н апос. Хасан, скала у дороги \\\\\n", "\t (Thunb.) Schindl. & 2017-06-13 & LEGUMINOSAE & VBGI & From plantlist & & FALSE & striata & Russia & & ⋯ & & & & 42.55943 & Приморский край & Kummerowia & & & NA & дорога на пос. Хасан, скала у дороги \\\\\n", "\t Miq. & 2017-06-13 & LEGUMINOSAE & VBGI & From plantlist & & FALSE & cyrtobotrya & Russia & & ⋯ & & & & 42.47370 & Приморский край & Lespedeza & & & NA & перевал от оз. Лотос \\\\\n", "\t Miq. & 2017-06-13 & LEGUMINOSAE & VBGI & From plantlist & & FALSE & cyrtobotrya & Russia & & ⋯ & & & & 42.47415 & Приморский край & Lespedeza & & & NA & перевал от оз. Лотос \\\\\n", "\t (Pall.) DC. & 2017-06-13 & LEGUMINOSAE & VBGI & From plantlist & & FALSE & dahuricus & Russia & & ⋯ & & & & 42.87962 & Приморский край & Astragalus & & & NA & трасса после поворота на Славянку, обочина \\\\\n", "\t Thunb. & 2017-06-13 & FAGACEAE & VBGI & From plantlist & & TRUE & dentata & Russia & & ⋯ & & & & 42.45782 & Приморский край & Quercus & & & NA & оз. Лотос, берег \\\\\n", "\t Thunb. & 2017-06-13 & FAGACEAE & VBGI & From plantlist & & TRUE & dentata & Russia & & ⋯ & & & & 42.45782 & Приморский край & Quercus & & & NA & оз. Лотос, берег \\\\\n", "\t (Siebold et Zucc.) Sojak & 2017-06-13 & POLYGONACEAE & VBGI & From plantlist & & TRUE & thunbergii & Russia & & ⋯ & & & & 42.45782 & Приморский край & Truellum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t (Siebold et Zucc.) Sojak & 2017-06-13 & POLYGONACEAE & VBGI & From plantlist & & TRUE & thunbergii & Russia & & ⋯ & & & & 42.45782 & Приморский край & Truellum & & & NA & оз. Лотос, на сплавине \\\\\n", "\t Hance & 2017-06-13 & COMPOSITAE & VBGI & From plantlist & & FALSE & sinica & Russia & & ⋯ & & & & 42.44926 & Приморский край & Anaphalis & & & NA & оз. Лотос, разреженный дубняк \\\\\n", "\t Willd. & 2017-06-13 & COMPOSITAE & VBGI & From plantlist & & FALSE & parviflora & Russia & & ⋯ & & & & 42.55994 & Приморский край & Bidens & & & NA & дорога к пос. Хасан, скала у дороги \\\\\n", "\t Planch. & 2017-06-13 & LINACEAE & VBGI & From plantlist & & FALSE & stelleroides & Russia & & ⋯ & & & & 42.55918 & Приморский край & Linum & & & NA & дорога к пос. Хасан, скала, обочина дороги \\\\\n", "\t Maxim. & 2017-06-13 & ORCHIDACEAE & VBGI & From plantlist & & TRUE & hologlottis & Russia & & ⋯ & & & & 42.53378 & Приморский край & Platanthera & & & NA & небольшой перевал к оз. Птичье, сырой луг \\\\\n", "\t Maxim. & 2017-06-13 & ORCHIDACEAE & VBGI & From plantlist & & TRUE & hologlottis & Russia & & ⋯ & & & & 42.53378 & Приморский край & Platanthera & & & NA & небольшой перевал к оз. Птичье, сырой луг \\\\\n", "\t ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋱ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", "\t Rupr. & 2017-11-14 & ASPLENIACEAE & VBGI & From plantlist & & FALSE & sibiricus & Russia & & ⋯ & & & & 43.46002 & Приморский край & Camptosorus & & & NA & Борисовское плато, верх. течение р. Нежинка, на скалах. \\\\\n", "\t Rupr. & 2017-11-14 & ASPLENIACEAE & VBGI & From plantlist & & TRUE & sibiricus & Russia & & ⋯ & & & & 43.28614 & Приморский край & Camptosorus & & & NA & верховья р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водорахдела, замшелая скала. \\\\\n", "\t Hayata & 2017-11-14 & ASPLENIACEAE & VBGI & From plantlist & & FALSE & tenuicaule & Russia & & ⋯ & & & & 43.28614 & Приморский край & Asplenium & & & NA & р. Амба, правый берег, водораздел руч. Пятый и руч. Четвертый, скалы сев. эксп. под хребтом, влажные и тенистые. \\\\\n", "\t Hayata & 2017-11-15 & ASPLENIACEAE & VBGI & From plantlist & & FALSE & tenuicaule & Russia & & ⋯ & & & & 43.28614 & Приморский край & Asplenium & & & NA & верховье р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водораздела, замшелая скала. \\\\\n", "\t Hayata & 2017-11-15 & ASPLENIACEAE & VBGI & From plantlist & & FALSE & tenuicaule & Russia & & ⋯ & & & & 43.46846 & Приморский край & Asplenium & & & NA & Борисовское плато,верх. течение р. Нежинка, долина руч. Раздольненский, на скалах. \\\\\n", "\t Regel \\& Maack & 2017-11-16 & POLYPODIACEAE & VBGI & Approved & & TRUE & ussuriensis & Russia & & ⋯ & & & & 43.28614 & Приморский край & Pleopeltis & & & NA & верх. р. Амба, верх. р.Четвертый и Пятый, влажные и тенистые скалы со стороны реки, ниже водораздела. \\\\\n", "\t Regel \\& Maack & 2017-11-16 & POLYPODIACEAE & VBGI & Approved & & FALSE & ussuriensis & Russia & & ⋯ & & & & 43.47434 & Приморский край & Pleopeltis & & & NA & Борисовское плато, верх. теч. р. Нежинка, водораздел р. Нежинка и руч. Форелевый, скалистый гребень. \\\\\n", "\t Regel \\& Maack & 2017-11-16 & POLYPODIACEAE & VBGI & Approved & & FALSE & ussuriensis & Russia & & ⋯ & & & & 43.49029 & Приморский край & Pleopeltis & & & NA & Борисовское плато, верх. теч. р. Нежинка, водораздел руч. Раздольненский и р. Вторая Речка, скалистый гребень. \\\\\n", "\t Regel \\& Maack & 2017-11-16 & POLYPODIACEAE & VBGI & Approved & & FALSE & ussuriensis & Russia & & ⋯ & & & & 43.47434 & Приморский край & Pleopeltis & & & NA & Борисовское плато, верх. теч. р. Нежинка, выше устья руч. Раздольненский, на стволе дерева. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & FALSE & arvense & Russia & & ⋯ & & & & 43.61518 & Приморский край & Equisetum & & & NA & нац. парк Зов Тигра, г. Победа, зап. склон, елово-пихтовый лес в ср. части. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & TRUE & arvense & Russia & & ⋯ & & & & 43.48554 & Приморский край & Equisetum & & & NA & р. Нежинка, пойма. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & FALSE & arvense & Russia & & ⋯ & & & & 43.48554 & Приморский край & Equisetum & & & NA & Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный лес. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & TRUE & arvense & Russia & & ⋯ & & & & 42.78200 & Приморский край & Equisetum & & & NA & с. Цуканово, долина реки у заставы, лиственный лес. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & TRUE & arvense & Russia & & ⋯ & & & & 42.78200 & Приморский край & Equisetum & & & NA & с. Цуканово, долина реки у заставы, лиственный лес. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & TRUE & arvense & Russia & & ⋯ & & & & 43.31606 & Приморский край & Equisetum & & & NA & р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & FALSE & arvense & Russia & & ⋯ & & & & 50.33339 & Приморский край & Equisetum & & & NA & около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес. \\\\\n", "\t L. & 2017-11-20 & EQUISETACEAE & VBGI & From plantlist & & FALSE & arvense & Russia & & ⋯ & & & & 50.33339 & Приморский край & Equisetum & & & NA & около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес. \\\\\n", "\t L. & 2017-11-24 & AMARANTHACEAE & VBGI & From plantlist & & FALSE & polyspermum & Russia & 2017-08-09 & ⋯ & 2017-08-09 & & & 43.22431 & Приморский край & Chenopodium & & & NA & Ботанический сад-институт ДВО РАН, экспозиция лаборатории флоры Дальнего Востока, в зарослях мыльнянки лекарственной \\\\\n", "\t L. & 2017-12-01 & EQUISETACEAE & VBGI & From plantlist & & TRUE & hyemale & Russia & & ⋯ & & & & 43.36229 & Приморский край & Equisetum & & & NA & р. Грязная, долинный лес в окр. кордона. \\\\\n", "\t L. & 2017-12-01 & EQUISETACEAE & VBGI & From plantlist & & FALSE & hyemale & Russia & & ⋯ & & & & 43.46114 & Приморский край & Equisetum & & & NA & Борисовское плато, верх. течение р. Нежинка, долина реки выше устья руч. Раздольненский, смешанный лес. \\\\\n", "\t L. & 2017-12-01 & EQUISETACEAE & VBGI & From plantlist & & TRUE & hyemale & Russia & & ⋯ & & & & 43.61518 & Приморский край & Equisetum & & & NA & нац. парк \"Зов тигра\", г. Победа, подножье зап. склона, влажный березово-ольховый лес. \\\\\n", "\t Ehrh. & 2017-12-04 & EQUISETACEAE & VBGI & From plantlist & & FALSE & pratense & Russia & & ⋯ & & & & 43.46064 & Приморский край & Equisetum & & & NA & Борисовское плато, верх. течение р. Нежинка, водораздел руч. Раздольненский и р. Вторая речка, мочажина, смешанный лес.\\\\\n", "\t Ehrh. & 2017-12-04 & EQUISETACEAE & VBGI & From plantlist & & TRUE & pratense & Russia & & ⋯ & & & & 43.36229 & Приморский край & Equisetum & & & NA & р. Грязная, долинный лес в окр. кордона. \\\\\n", "\t L. & 2017-12-06 & EQUISETACEAE & VBGI & From plantlist & & TRUE & sylvaticum & Russia & & ⋯ & & & & 43.31606 & Приморский край & Equisetum & & & NA & р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. \\\\\n", "\t L. & 2017-12-06 & EQUISETACEAE & VBGI & From plantlist & & TRUE & sylvaticum & Russia & & ⋯ & & & & 43.31606 & Приморский край & Equisetum & & & NA & р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. \\\\\n", "\t L. & 2017-12-06 & EQUISETACEAE & VBGI & From plantlist & & TRUE & sylvaticum & Russia & & ⋯ & & & & 43.23702 & Приморский край & Equisetum & & & NA & 5 км на запад от с. Овчинниково, ср. течение р. Барабашевка, надпойменная терраса, лиственный лес. \\\\\n", "\t (Fisch.) Juz. & 2017-12-10 & ROSACEAE & ABGI & Approved & & FALSE & parvifolia & Mongolia & 2017-09-08 & ⋯ & 2016-07-21 & & & 48.05605 & & Dasiphora & & & NA & Природный участок университета \\\\\n", "\t (L.) Holub & 2017-12-14 & LYCOPODIACEAE & VBGI & From plantlist & & TRUE & complanatum & Russia & & ⋯ & & Herbarium of Vascular Plants & & 45.89312 & Приморский край & Diphasiastrum & & & NA & Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. \\\\\n", "\t (L.) Holub & 2017-12-14 & LYCOPODIACEAE & VBGI & From plantlist & & FALSE & complanatum & Russia & & ⋯ & & Herbarium of Vascular Plants & & 45.89312 & Приморский край & Diphasiastrum & & & NA & Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. \\\\\n", "\t (L.) Holub & 2017-12-14 & LYCOPODIACEAE & VBGI & From plantlist & & FALSE & complanatum & Russia & & ⋯ & & Herbarium of Vascular Plants & & 45.89312 & Приморский край & Diphasiastrum & & & NA & Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "species_authorship | updated | family | acronym | species_status | significance | gpsbased | species_epithet | country | identification_finished | ⋯ | collection_finished | branch | short_note | latitude | region | genus | fieldid | infraspecific_epithet | type_status | details | \n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| (Spenn.) Fée | 2017-06-13 | DRYOPTERIDACEAE | VBGI | From plantlist | | FALSE | braunii | Russia | | ⋯ | | | | 43.06703 | Приморский край | Polystichum | | | NA | г. Ливадийская (Фалаза), кедрово-широколиственный лес | \n", "| Hara | 2017-06-13 | CRASSULACEAE | VBGI | From plantlist | | TRUE | iwarenge | Russia | | ⋯ | | | | 42.89162 | Приморский край | Orostachys | | | NA | Залив Восток, база \"Восток\", мыс Пашинникова, скалы на берегу моря | \n", "| Chaix | 2017-06-13 | JUNCACEAE | VBGI | From plantlist | | FALSE | alpinoarticulatus | Russia | 2015-04-01 | ⋯ | | | | 45.82908 | Приморский край | Juncus | | | NA | с. Амгу, близ устья р. Амгу | \n", "| Willd. ex Schult. & Schult.f. | 2017-06-13 | AMARYLLIDACEAE | VBGI | From plantlist | | TRUE | splendens | Russia | 2015-04-01 | ⋯ | | | | 45.89254 | Приморский край | Allium | | | NA | г. Туман, щебнистая осыпь в подгольцовом поясе | \n", "| (Regel) Sojak | 2017-06-13 | POLYGONACEAE | VBGI | From plantlist | | TRUE | maackianum | Russia | | ⋯ | | | | 42.45782 | Приморский край | Truellum | | | NA | оз. Лотос, на сплавине | \n", "| (Regel) Sojak | 2017-06-13 | POLYGONACEAE | VBGI | From plantlist | | TRUE | maackianum | Russia | | ⋯ | | | | 42.45782 | Приморский край | Truellum | | | NA | оз. Лотос, на сплавине | \n", "| (Regel) Sojak | 2017-06-13 | POLYGONACEAE | VBGI | From plantlist | | TRUE | maackianum | Russia | | ⋯ | | | | 42.45782 | Приморский край | Truellum | | | NA | оз. Лотос, на сплавине | \n", "| (Maxim.) Maxim. ex Franch. & Sav. | 2017-07-13 | CUCURBITACEAE | VBGI | From plantlist | | TRUE | lobatum | Russia | | ⋯ | | | | 42.45782 | Приморский край | Actinostemma | | | NA | оз. Лотос, на сплавине | \n", "| (Buch.-Ham. ex Roxb.) Maxim. | 2017-06-13 | LAMIACEAE | VBGI | From plantlist | | TRUE | dianthera | Russia | | ⋯ | | | | 42.45782 | Приморский край | Mosla | | | NA | оз. Лотос, на сплавине | \n", "| (Buch.-Ham. ex Roxb.) Maxim. | 2017-06-13 | LAMIACEAE | VBGI | From plantlist | | TRUE | dianthera | Russia | | ⋯ | | | | 42.45782 | Приморский край | Mosla | | | NA | оз. Лотос, на сплавине | \n", "| Makino | 2017-06-13 | LAMIACEAE | VBGI | From plantlist | | TRUE | jatabeana | Russia | | ⋯ | | | | 42.45782 | Приморский край | Dysophylla | | | NA | оз. Лотос, на сплавине | \n", "| (R. Keller) Y. Kimura | 2017-06-13 | HYPERICACEAE | VBGI | From plantlist | | TRUE | japonicum | Russia | | ⋯ | | | | 42.45782 | Приморский край | Triadenum | | | NA | оз. Лотос, на сплавине | \n", "| (R. Keller) Y. Kimura | 2017-06-13 | HYPERICACEAE | VBGI | From plantlist | | TRUE | japonicum | Russia | | ⋯ | | | | 42.45782 | Приморский край | Triadenum | | | NA | оз. Лотос, на сплавине | \n", "| Benth. | 2017-06-13 | OROBANCHACEAE | VBGI | From plantlist | | FALSE | chinensis | Russia | | ⋯ | | | | 42.56007 | Приморский край | Siphonostegia | | | NA | дорога к пос. Хасан, перевал | \n", "| Benth. | 2017-06-13 | OROBANCHACEAE | VBGI | From plantlist | | FALSE | chinensis | Russia | | ⋯ | | | | 42.55994 | Приморский край | Siphonostegia | | | NA | дорога к пос. Хасан, перевал | \n", "| Miq. | 2017-06-13 | SALICACEAE | VBGI | From plantlist | | FALSE | pierotii | Russia | | ⋯ | | | | 42.55981 | Приморский край | Salix | | | NA | дорога на пос. Хасан, скала у дороги | \n", "| L. | 2017-06-13 | SALICACEAE | VBGI | From plantlist | | FALSE | caprea | Russia | | ⋯ | | | | 42.56045 | Приморский край | Salix | | | NA | дорога н апос. Хасан, скала у дороги | \n", "| (Thunb.) Schindl. | 2017-06-13 | LEGUMINOSAE | VBGI | From plantlist | | FALSE | striata | Russia | | ⋯ | | | | 42.55943 | Приморский край | Kummerowia | | | NA | дорога на пос. Хасан, скала у дороги | \n", "| Miq. | 2017-06-13 | LEGUMINOSAE | VBGI | From plantlist | | FALSE | cyrtobotrya | Russia | | ⋯ | | | | 42.47370 | Приморский край | Lespedeza | | | NA | перевал от оз. Лотос | \n", "| Miq. | 2017-06-13 | LEGUMINOSAE | VBGI | From plantlist | | FALSE | cyrtobotrya | Russia | | ⋯ | | | | 42.47415 | Приморский край | Lespedeza | | | NA | перевал от оз. Лотос | \n", "| (Pall.) DC. | 2017-06-13 | LEGUMINOSAE | VBGI | From plantlist | | FALSE | dahuricus | Russia | | ⋯ | | | | 42.87962 | Приморский край | Astragalus | | | NA | трасса после поворота на Славянку, обочина | \n", "| Thunb. | 2017-06-13 | FAGACEAE | VBGI | From plantlist | | TRUE | dentata | Russia | | ⋯ | | | | 42.45782 | Приморский край | Quercus | | | NA | оз. Лотос, берег | \n", "| Thunb. | 2017-06-13 | FAGACEAE | VBGI | From plantlist | | TRUE | dentata | Russia | | ⋯ | | | | 42.45782 | Приморский край | Quercus | | | NA | оз. Лотос, берег | \n", "| (Siebold et Zucc.) Sojak | 2017-06-13 | POLYGONACEAE | VBGI | From plantlist | | TRUE | thunbergii | Russia | | ⋯ | | | | 42.45782 | Приморский край | Truellum | | | NA | оз. Лотос, на сплавине | \n", "| (Siebold et Zucc.) Sojak | 2017-06-13 | POLYGONACEAE | VBGI | From plantlist | | TRUE | thunbergii | Russia | | ⋯ | | | | 42.45782 | Приморский край | Truellum | | | NA | оз. Лотос, на сплавине | \n", "| Hance | 2017-06-13 | COMPOSITAE | VBGI | From plantlist | | FALSE | sinica | Russia | | ⋯ | | | | 42.44926 | Приморский край | Anaphalis | | | NA | оз. Лотос, разреженный дубняк | \n", "| Willd. | 2017-06-13 | COMPOSITAE | VBGI | From plantlist | | FALSE | parviflora | Russia | | ⋯ | | | | 42.55994 | Приморский край | Bidens | | | NA | дорога к пос. Хасан, скала у дороги | \n", "| Planch. | 2017-06-13 | LINACEAE | VBGI | From plantlist | | FALSE | stelleroides | Russia | | ⋯ | | | | 42.55918 | Приморский край | Linum | | | NA | дорога к пос. Хасан, скала, обочина дороги | \n", "| Maxim. | 2017-06-13 | ORCHIDACEAE | VBGI | From plantlist | | TRUE | hologlottis | Russia | | ⋯ | | | | 42.53378 | Приморский край | Platanthera | | | NA | небольшой перевал к оз. Птичье, сырой луг | \n", "| Maxim. | 2017-06-13 | ORCHIDACEAE | VBGI | From plantlist | | TRUE | hologlottis | Russia | | ⋯ | | | | 42.53378 | Приморский край | Platanthera | | | NA | небольшой перевал к оз. Птичье, сырой луг | \n", "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | \n", "| Rupr. | 2017-11-14 | ASPLENIACEAE | VBGI | From plantlist | | FALSE | sibiricus | Russia | | ⋯ | | | | 43.46002 | Приморский край | Camptosorus | | | NA | Борисовское плато, верх. течение р. Нежинка, на скалах. | \n", "| Rupr. | 2017-11-14 | ASPLENIACEAE | VBGI | From plantlist | | TRUE | sibiricus | Russia | | ⋯ | | | | 43.28614 | Приморский край | Camptosorus | | | NA | верховья р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водорахдела, замшелая скала. | \n", "| Hayata | 2017-11-14 | ASPLENIACEAE | VBGI | From plantlist | | FALSE | tenuicaule | Russia | | ⋯ | | | | 43.28614 | Приморский край | Asplenium | | | NA | р. Амба, правый берег, водораздел руч. Пятый и руч. Четвертый, скалы сев. эксп. под хребтом, влажные и тенистые. | \n", "| Hayata | 2017-11-15 | ASPLENIACEAE | VBGI | From plantlist | | FALSE | tenuicaule | Russia | | ⋯ | | | | 43.28614 | Приморский край | Asplenium | | | NA | верховье р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водораздела, замшелая скала. | \n", "| Hayata | 2017-11-15 | ASPLENIACEAE | VBGI | From plantlist | | FALSE | tenuicaule | Russia | | ⋯ | | | | 43.46846 | Приморский край | Asplenium | | | NA | Борисовское плато,верх. течение р. Нежинка, долина руч. Раздольненский, на скалах. | \n", "| Regel & Maack | 2017-11-16 | POLYPODIACEAE | VBGI | Approved | | TRUE | ussuriensis | Russia | | ⋯ | | | | 43.28614 | Приморский край | Pleopeltis | | | NA | верх. р. Амба, верх. р.Четвертый и Пятый, влажные и тенистые скалы со стороны реки, ниже водораздела. | \n", "| Regel & Maack | 2017-11-16 | POLYPODIACEAE | VBGI | Approved | | FALSE | ussuriensis | Russia | | ⋯ | | | | 43.47434 | Приморский край | Pleopeltis | | | NA | Борисовское плато, верх. теч. р. Нежинка, водораздел р. Нежинка и руч. Форелевый, скалистый гребень. | \n", "| Regel & Maack | 2017-11-16 | POLYPODIACEAE | VBGI | Approved | | FALSE | ussuriensis | Russia | | ⋯ | | | | 43.49029 | Приморский край | Pleopeltis | | | NA | Борисовское плато, верх. теч. р. Нежинка, водораздел руч. Раздольненский и р. Вторая Речка, скалистый гребень. | \n", "| Regel & Maack | 2017-11-16 | POLYPODIACEAE | VBGI | Approved | | FALSE | ussuriensis | Russia | | ⋯ | | | | 43.47434 | Приморский край | Pleopeltis | | | NA | Борисовское плато, верх. теч. р. Нежинка, выше устья руч. Раздольненский, на стволе дерева. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | FALSE | arvense | Russia | | ⋯ | | | | 43.61518 | Приморский край | Equisetum | | | NA | нац. парк Зов Тигра, г. Победа, зап. склон, елово-пихтовый лес в ср. части. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | TRUE | arvense | Russia | | ⋯ | | | | 43.48554 | Приморский край | Equisetum | | | NA | р. Нежинка, пойма. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | FALSE | arvense | Russia | | ⋯ | | | | 43.48554 | Приморский край | Equisetum | | | NA | Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный лес. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | TRUE | arvense | Russia | | ⋯ | | | | 42.78200 | Приморский край | Equisetum | | | NA | с. Цуканово, долина реки у заставы, лиственный лес. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | TRUE | arvense | Russia | | ⋯ | | | | 42.78200 | Приморский край | Equisetum | | | NA | с. Цуканово, долина реки у заставы, лиственный лес. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | TRUE | arvense | Russia | | ⋯ | | | | 43.31606 | Приморский край | Equisetum | | | NA | р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | FALSE | arvense | Russia | | ⋯ | | | | 50.33339 | Приморский край | Equisetum | | | NA | около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес. | \n", "| L. | 2017-11-20 | EQUISETACEAE | VBGI | From plantlist | | FALSE | arvense | Russia | | ⋯ | | | | 50.33339 | Приморский край | Equisetum | | | NA | около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес. | \n", "| L. | 2017-11-24 | AMARANTHACEAE | VBGI | From plantlist | | FALSE | polyspermum | Russia | 2017-08-09 | ⋯ | 2017-08-09 | | | 43.22431 | Приморский край | Chenopodium | | | NA | Ботанический сад-институт ДВО РАН, экспозиция лаборатории флоры Дальнего Востока, в зарослях мыльнянки лекарственной | \n", "| L. | 2017-12-01 | EQUISETACEAE | VBGI | From plantlist | | TRUE | hyemale | Russia | | ⋯ | | | | 43.36229 | Приморский край | Equisetum | | | NA | р. Грязная, долинный лес в окр. кордона. | \n", "| L. | 2017-12-01 | EQUISETACEAE | VBGI | From plantlist | | FALSE | hyemale | Russia | | ⋯ | | | | 43.46114 | Приморский край | Equisetum | | | NA | Борисовское плато, верх. течение р. Нежинка, долина реки выше устья руч. Раздольненский, смешанный лес. | \n", "| L. | 2017-12-01 | EQUISETACEAE | VBGI | From plantlist | | TRUE | hyemale | Russia | | ⋯ | | | | 43.61518 | Приморский край | Equisetum | | | NA | нац. парк \"Зов тигра\", г. Победа, подножье зап. склона, влажный березово-ольховый лес. | \n", "| Ehrh. | 2017-12-04 | EQUISETACEAE | VBGI | From plantlist | | FALSE | pratense | Russia | | ⋯ | | | | 43.46064 | Приморский край | Equisetum | | | NA | Борисовское плато, верх. течение р. Нежинка, водораздел руч. Раздольненский и р. Вторая речка, мочажина, смешанный лес. | \n", "| Ehrh. | 2017-12-04 | EQUISETACEAE | VBGI | From plantlist | | TRUE | pratense | Russia | | ⋯ | | | | 43.36229 | Приморский край | Equisetum | | | NA | р. Грязная, долинный лес в окр. кордона. | \n", "| L. | 2017-12-06 | EQUISETACEAE | VBGI | From plantlist | | TRUE | sylvaticum | Russia | | ⋯ | | | | 43.31606 | Приморский край | Equisetum | | | NA | р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. | \n", "| L. | 2017-12-06 | EQUISETACEAE | VBGI | From plantlist | | TRUE | sylvaticum | Russia | | ⋯ | | | | 43.31606 | Приморский край | Equisetum | | | NA | р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. | \n", "| L. | 2017-12-06 | EQUISETACEAE | VBGI | From plantlist | | TRUE | sylvaticum | Russia | | ⋯ | | | | 43.23702 | Приморский край | Equisetum | | | NA | 5 км на запад от с. Овчинниково, ср. течение р. Барабашевка, надпойменная терраса, лиственный лес. | \n", "| (Fisch.) Juz. | 2017-12-10 | ROSACEAE | ABGI | Approved | | FALSE | parvifolia | Mongolia | 2017-09-08 | ⋯ | 2016-07-21 | | | 48.05605 | | Dasiphora | | | NA | Природный участок университета | \n", "| (L.) Holub | 2017-12-14 | LYCOPODIACEAE | VBGI | From plantlist | | TRUE | complanatum | Russia | | ⋯ | | Herbarium of Vascular Plants | | 45.89312 | Приморский край | Diphasiastrum | | | NA | Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. | \n", "| (L.) Holub | 2017-12-14 | LYCOPODIACEAE | VBGI | From plantlist | | FALSE | complanatum | Russia | | ⋯ | | Herbarium of Vascular Plants | | 45.89312 | Приморский край | Diphasiastrum | | | NA | Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. | \n", "| (L.) Holub | 2017-12-14 | LYCOPODIACEAE | VBGI | From plantlist | | FALSE | complanatum | Russia | | ⋯ | | Herbarium of Vascular Plants | | 45.89312 | Приморский край | Diphasiastrum | | | NA | Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. | \n", "\n", "\n" ], "text/plain": [ " species_authorship updated family acronym\n", "1 (Spenn.) Fée 2017-06-13 DRYOPTERIDACEAE VBGI \n", "2 Hara 2017-06-13 CRASSULACEAE VBGI \n", "3 Chaix 2017-06-13 JUNCACEAE VBGI \n", "4 Willd. ex Schult. & Schult.f. 2017-06-13 AMARYLLIDACEAE VBGI \n", "5 (Regel) Sojak 2017-06-13 POLYGONACEAE VBGI \n", "6 (Regel) Sojak 2017-06-13 POLYGONACEAE VBGI \n", "7 (Regel) Sojak 2017-06-13 POLYGONACEAE VBGI \n", "8 (Maxim.) Maxim. ex Franch. & Sav. 2017-07-13 CUCURBITACEAE VBGI \n", "9 (Buch.-Ham. ex Roxb.) Maxim. 2017-06-13 LAMIACEAE VBGI \n", "10 (Buch.-Ham. ex Roxb.) Maxim. 2017-06-13 LAMIACEAE VBGI \n", "11 Makino 2017-06-13 LAMIACEAE VBGI \n", "12 (R. Keller) Y. Kimura 2017-06-13 HYPERICACEAE VBGI \n", "13 (R. Keller) Y. Kimura 2017-06-13 HYPERICACEAE VBGI \n", "14 Benth. 2017-06-13 OROBANCHACEAE VBGI \n", "15 Benth. 2017-06-13 OROBANCHACEAE VBGI \n", "16 Miq. 2017-06-13 SALICACEAE VBGI \n", "17 L. 2017-06-13 SALICACEAE VBGI \n", "18 (Thunb.) Schindl. 2017-06-13 LEGUMINOSAE VBGI \n", "19 Miq. 2017-06-13 LEGUMINOSAE VBGI \n", "20 Miq. 2017-06-13 LEGUMINOSAE VBGI \n", "21 (Pall.) DC. 2017-06-13 LEGUMINOSAE VBGI \n", "22 Thunb. 2017-06-13 FAGACEAE VBGI \n", "23 Thunb. 2017-06-13 FAGACEAE VBGI \n", "24 (Siebold et Zucc.) Sojak 2017-06-13 POLYGONACEAE VBGI \n", "25 (Siebold et Zucc.) Sojak 2017-06-13 POLYGONACEAE VBGI \n", "26 Hance 2017-06-13 COMPOSITAE VBGI \n", "27 Willd. 2017-06-13 COMPOSITAE VBGI \n", "28 Planch. 2017-06-13 LINACEAE VBGI \n", "29 Maxim. 2017-06-13 ORCHIDACEAE VBGI \n", "30 Maxim. 2017-06-13 ORCHIDACEAE VBGI \n", "⋮ ⋮ ⋮ ⋮ ⋮ \n", "1414 Rupr. 2017-11-14 ASPLENIACEAE VBGI \n", "1415 Rupr. 2017-11-14 ASPLENIACEAE VBGI \n", "1416 Hayata 2017-11-14 ASPLENIACEAE VBGI \n", "1417 Hayata 2017-11-15 ASPLENIACEAE VBGI \n", "1418 Hayata 2017-11-15 ASPLENIACEAE VBGI \n", "1419 Regel & Maack 2017-11-16 POLYPODIACEAE VBGI \n", "1420 Regel & Maack 2017-11-16 POLYPODIACEAE VBGI \n", "1421 Regel & Maack 2017-11-16 POLYPODIACEAE VBGI \n", "1422 Regel & Maack 2017-11-16 POLYPODIACEAE VBGI \n", "1423 L. 2017-11-20 EQUISETACEAE VBGI \n", "1424 L. 2017-11-20 EQUISETACEAE VBGI \n", "1425 L. 2017-11-20 EQUISETACEAE VBGI \n", "1426 L. 2017-11-20 EQUISETACEAE VBGI \n", "1427 L. 2017-11-20 EQUISETACEAE VBGI \n", "1428 L. 2017-11-20 EQUISETACEAE VBGI \n", "1429 L. 2017-11-20 EQUISETACEAE VBGI \n", "1430 L. 2017-11-20 EQUISETACEAE VBGI \n", "1431 L. 2017-11-24 AMARANTHACEAE VBGI \n", "1432 L. 2017-12-01 EQUISETACEAE VBGI \n", "1433 L. 2017-12-01 EQUISETACEAE VBGI \n", "1434 L. 2017-12-01 EQUISETACEAE VBGI \n", "1435 Ehrh. 2017-12-04 EQUISETACEAE VBGI \n", "1436 Ehrh. 2017-12-04 EQUISETACEAE VBGI \n", "1437 L. 2017-12-06 EQUISETACEAE VBGI \n", "1438 L. 2017-12-06 EQUISETACEAE VBGI \n", "1439 L. 2017-12-06 EQUISETACEAE VBGI \n", "1440 (Fisch.) Juz. 2017-12-10 ROSACEAE ABGI \n", "1441 (L.) Holub 2017-12-14 LYCOPODIACEAE VBGI \n", "1442 (L.) Holub 2017-12-14 LYCOPODIACEAE VBGI \n", "1443 (L.) Holub 2017-12-14 LYCOPODIACEAE VBGI \n", " species_status significance gpsbased species_epithet country \n", "1 From plantlist FALSE braunii Russia \n", "2 From plantlist TRUE iwarenge Russia \n", "3 From plantlist FALSE alpinoarticulatus Russia \n", "4 From plantlist TRUE splendens Russia \n", "5 From plantlist TRUE maackianum Russia \n", "6 From plantlist TRUE maackianum Russia \n", "7 From plantlist TRUE maackianum Russia \n", "8 From plantlist TRUE lobatum Russia \n", "9 From plantlist TRUE dianthera Russia \n", "10 From plantlist TRUE dianthera Russia \n", "11 From plantlist TRUE jatabeana Russia \n", "12 From plantlist TRUE japonicum Russia \n", "13 From plantlist TRUE japonicum Russia \n", "14 From plantlist FALSE chinensis Russia \n", "15 From plantlist FALSE chinensis Russia \n", "16 From plantlist FALSE pierotii Russia \n", "17 From plantlist FALSE caprea Russia \n", "18 From plantlist FALSE striata Russia \n", "19 From plantlist FALSE cyrtobotrya Russia \n", "20 From plantlist FALSE cyrtobotrya Russia \n", "21 From plantlist FALSE dahuricus Russia \n", "22 From plantlist TRUE dentata Russia \n", "23 From plantlist TRUE dentata Russia \n", "24 From plantlist TRUE thunbergii Russia \n", "25 From plantlist TRUE thunbergii Russia \n", "26 From plantlist FALSE sinica Russia \n", "27 From plantlist FALSE parviflora Russia \n", "28 From plantlist FALSE stelleroides Russia \n", "29 From plantlist TRUE hologlottis Russia \n", "30 From plantlist TRUE hologlottis Russia \n", "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", "1414 From plantlist FALSE sibiricus Russia \n", "1415 From plantlist TRUE sibiricus Russia \n", "1416 From plantlist FALSE tenuicaule Russia \n", "1417 From plantlist FALSE tenuicaule Russia \n", "1418 From plantlist FALSE tenuicaule Russia \n", "1419 Approved TRUE ussuriensis Russia \n", "1420 Approved FALSE ussuriensis Russia \n", "1421 Approved FALSE ussuriensis Russia \n", "1422 Approved FALSE ussuriensis Russia \n", "1423 From plantlist FALSE arvense Russia \n", "1424 From plantlist TRUE arvense Russia \n", "1425 From plantlist FALSE arvense Russia \n", "1426 From plantlist TRUE arvense Russia \n", "1427 From plantlist TRUE arvense Russia \n", "1428 From plantlist TRUE arvense Russia \n", "1429 From plantlist FALSE arvense Russia \n", "1430 From plantlist FALSE arvense Russia \n", "1431 From plantlist FALSE polyspermum Russia \n", "1432 From plantlist TRUE hyemale Russia \n", "1433 From plantlist FALSE hyemale Russia \n", "1434 From plantlist TRUE hyemale Russia \n", "1435 From plantlist FALSE pratense Russia \n", "1436 From plantlist TRUE pratense Russia \n", "1437 From plantlist TRUE sylvaticum Russia \n", "1438 From plantlist TRUE sylvaticum Russia \n", "1439 From plantlist TRUE sylvaticum Russia \n", "1440 Approved FALSE parvifolia Mongolia\n", "1441 From plantlist TRUE complanatum Russia \n", "1442 From plantlist FALSE complanatum Russia \n", "1443 From plantlist FALSE complanatum Russia \n", " identification_finished ⋯ collection_finished branch \n", "1 ⋯ \n", "2 ⋯ \n", "3 2015-04-01 ⋯ \n", "4 2015-04-01 ⋯ \n", "5 ⋯ \n", "6 ⋯ \n", "7 ⋯ \n", "8 ⋯ \n", "9 ⋯ \n", "10 ⋯ \n", "11 ⋯ \n", "12 ⋯ \n", "13 ⋯ \n", "14 ⋯ \n", "15 ⋯ \n", "16 ⋯ \n", "17 ⋯ \n", "18 ⋯ \n", "19 ⋯ \n", "20 ⋯ \n", "21 ⋯ \n", "22 ⋯ \n", "23 ⋯ \n", "24 ⋯ \n", "25 ⋯ \n", "26 ⋯ \n", "27 ⋯ \n", "28 ⋯ \n", "29 ⋯ \n", "30 ⋯ \n", "⋮ ⋮ ⋱ ⋮ ⋮ \n", "1414 ⋯ \n", "1415 ⋯ \n", "1416 ⋯ \n", "1417 ⋯ \n", "1418 ⋯ \n", "1419 ⋯ \n", "1420 ⋯ \n", "1421 ⋯ \n", "1422 ⋯ \n", "1423 ⋯ \n", "1424 ⋯ \n", "1425 ⋯ \n", "1426 ⋯ \n", "1427 ⋯ \n", "1428 ⋯ \n", "1429 ⋯ \n", "1430 ⋯ \n", "1431 2017-08-09 ⋯ 2017-08-09 \n", "1432 ⋯ \n", "1433 ⋯ \n", "1434 ⋯ \n", "1435 ⋯ \n", "1436 ⋯ \n", "1437 ⋯ \n", "1438 ⋯ \n", "1439 ⋯ \n", "1440 2017-09-08 ⋯ 2016-07-21 \n", "1441 ⋯ Herbarium of Vascular Plants\n", "1442 ⋯ Herbarium of Vascular Plants\n", "1443 ⋯ Herbarium of Vascular Plants\n", " short_note latitude region genus fieldid\n", "1 43.06703 Приморский край Polystichum \n", "2 42.89162 Приморский край Orostachys \n", "3 45.82908 Приморский край Juncus \n", "4 45.89254 Приморский край Allium \n", "5 42.45782 Приморский край Truellum \n", "6 42.45782 Приморский край Truellum \n", "7 42.45782 Приморский край Truellum \n", "8 42.45782 Приморский край Actinostemma \n", "9 42.45782 Приморский край Mosla \n", "10 42.45782 Приморский край Mosla \n", "11 42.45782 Приморский край Dysophylla \n", "12 42.45782 Приморский край Triadenum \n", "13 42.45782 Приморский край Triadenum \n", "14 42.56007 Приморский край Siphonostegia \n", "15 42.55994 Приморский край Siphonostegia \n", "16 42.55981 Приморский край Salix \n", "17 42.56045 Приморский край Salix \n", "18 42.55943 Приморский край Kummerowia \n", "19 42.47370 Приморский край Lespedeza \n", "20 42.47415 Приморский край Lespedeza \n", "21 42.87962 Приморский край Astragalus \n", "22 42.45782 Приморский край Quercus \n", "23 42.45782 Приморский край Quercus \n", "24 42.45782 Приморский край Truellum \n", "25 42.45782 Приморский край Truellum \n", "26 42.44926 Приморский край Anaphalis \n", "27 42.55994 Приморский край Bidens \n", "28 42.55918 Приморский край Linum \n", "29 42.53378 Приморский край Platanthera \n", "30 42.53378 Приморский край Platanthera \n", "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", "1414 43.46002 Приморский край Camptosorus \n", "1415 43.28614 Приморский край Camptosorus \n", "1416 43.28614 Приморский край Asplenium \n", "1417 43.28614 Приморский край Asplenium \n", "1418 43.46846 Приморский край Asplenium \n", "1419 43.28614 Приморский край Pleopeltis \n", "1420 43.47434 Приморский край Pleopeltis \n", "1421 43.49029 Приморский край Pleopeltis \n", "1422 43.47434 Приморский край Pleopeltis \n", "1423 43.61518 Приморский край Equisetum \n", "1424 43.48554 Приморский край Equisetum \n", "1425 43.48554 Приморский край Equisetum \n", "1426 42.78200 Приморский край Equisetum \n", "1427 42.78200 Приморский край Equisetum \n", "1428 43.31606 Приморский край Equisetum \n", "1429 50.33339 Приморский край Equisetum \n", "1430 50.33339 Приморский край Equisetum \n", "1431 43.22431 Приморский край Chenopodium \n", "1432 43.36229 Приморский край Equisetum \n", "1433 43.46114 Приморский край Equisetum \n", "1434 43.61518 Приморский край Equisetum \n", "1435 43.46064 Приморский край Equisetum \n", "1436 43.36229 Приморский край Equisetum \n", "1437 43.31606 Приморский край Equisetum \n", "1438 43.31606 Приморский край Equisetum \n", "1439 43.23702 Приморский край Equisetum \n", "1440 48.05605 Dasiphora \n", "1441 45.89312 Приморский край Diphasiastrum \n", "1442 45.89312 Приморский край Diphasiastrum \n", "1443 45.89312 Приморский край Diphasiastrum \n", " infraspecific_epithet type_status\n", "1 NA \n", "2 NA \n", "3 NA \n", "4 NA \n", "5 NA \n", "6 NA \n", "7 NA \n", "8 NA \n", "9 NA \n", "10 NA \n", "11 NA \n", "12 NA \n", "13 NA \n", "14 NA \n", "15 NA \n", "16 NA \n", "17 NA \n", "18 NA \n", "19 NA \n", "20 NA \n", "21 NA \n", "22 NA \n", "23 NA \n", "24 NA \n", "25 NA \n", "26 NA \n", "27 NA \n", "28 NA \n", "29 NA \n", "30 NA \n", "⋮ ⋮ ⋮ \n", "1414 NA \n", "1415 NA \n", "1416 NA \n", "1417 NA \n", "1418 NA \n", "1419 NA \n", "1420 NA \n", "1421 NA \n", "1422 NA \n", "1423 NA \n", "1424 NA \n", "1425 NA \n", "1426 NA \n", "1427 NA \n", "1428 NA \n", "1429 NA \n", "1430 NA \n", "1431 NA \n", "1432 NA \n", "1433 NA \n", "1434 NA \n", "1435 NA \n", "1436 NA \n", "1437 NA \n", "1438 NA \n", "1439 NA \n", "1440 NA \n", "1441 NA \n", "1442 NA \n", "1443 NA \n", " details \n", "1 г. Ливадийская (Фалаза), кедрово-широколиственный лес \n", "2 Залив Восток, база \"Восток\", мыс Пашинникова, скалы на берегу моря \n", "3 с. Амгу, близ устья р. Амгу \n", "4 г. Туман, щебнистая осыпь в подгольцовом поясе \n", "5 оз. Лотос, на сплавине \n", "6 оз. Лотос, на сплавине \n", "7 оз. Лотос, на сплавине \n", "8 оз. Лотос, на сплавине \n", "9 оз. Лотос, на сплавине \n", "10 оз. Лотос, на сплавине \n", "11 оз. Лотос, на сплавине \n", "12 оз. Лотос, на сплавине \n", "13 оз. Лотос, на сплавине \n", "14 дорога к пос. Хасан, перевал \n", "15 дорога к пос. Хасан, перевал \n", "16 дорога на пос. Хасан, скала у дороги \n", "17 дорога н апос. Хасан, скала у дороги \n", "18 дорога на пос. Хасан, скала у дороги \n", "19 перевал от оз. Лотос \n", "20 перевал от оз. Лотос \n", "21 трасса после поворота на Славянку, обочина \n", "22 оз. Лотос, берег \n", "23 оз. Лотос, берег \n", "24 оз. Лотос, на сплавине \n", "25 оз. Лотос, на сплавине \n", "26 оз. Лотос, разреженный дубняк \n", "27 дорога к пос. Хасан, скала у дороги \n", "28 дорога к пос. Хасан, скала, обочина дороги \n", "29 небольшой перевал к оз. Птичье, сырой луг \n", "30 небольшой перевал к оз. Птичье, сырой луг \n", "⋮ ⋮ \n", "1414 Борисовское плато, верх. течение р. Нежинка, на скалах. \n", "1415 верховья р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водорахдела, замшелая скала. \n", "1416 р. Амба, правый берег, водораздел руч. Пятый и руч. Четвертый, скалы сев. эксп. под хребтом, влажные и тенистые. \n", "1417 верховье р. Амба, правый берег (хр. Скалистый), сев. эксп. ниже водораздела, замшелая скала. \n", "1418 Борисовское плато,верх. течение р. Нежинка, долина руч. Раздольненский, на скалах. \n", "1419 верх. р. Амба, верх. р.Четвертый и Пятый, влажные и тенистые скалы со стороны реки, ниже водораздела. \n", "1420 Борисовское плато, верх. теч. р. Нежинка, водораздел р. Нежинка и руч. Форелевый, скалистый гребень. \n", "1421 Борисовское плато, верх. теч. р. Нежинка, водораздел руч. Раздольненский и р. Вторая Речка, скалистый гребень. \n", "1422 Борисовское плато, верх. теч. р. Нежинка, выше устья руч. Раздольненский, на стволе дерева. \n", "1423 нац. парк Зов Тигра, г. Победа, зап. склон, елово-пихтовый лес в ср. части. \n", "1424 р. Нежинка, пойма. \n", "1425 Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный лес. \n", "1426 с. Цуканово, долина реки у заставы, лиственный лес. \n", "1427 с. Цуканово, долина реки у заставы, лиственный лес. \n", "1428 р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. \n", "1429 около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес. \n", "1430 около 5 км от с. Овчинниково за запад, среднее течение р. Барабашевка, надпойменная терраса, лиственный лес. \n", "1431 Ботанический сад-институт ДВО РАН, экспозиция лаборатории флоры Дальнего Востока, в зарослях мыльнянки лекарственной \n", "1432 р. Грязная, долинный лес в окр. кордона. \n", "1433 Борисовское плато, верх. течение р. Нежинка, долина реки выше устья руч. Раздольненский, смешанный лес. \n", "1434 нац. парк \"Зов тигра\", г. Победа, подножье зап. склона, влажный березово-ольховый лес. \n", "1435 Борисовское плато, верх. течение р. Нежинка, водораздел руч. Раздольненский и р. Вторая речка, мочажина, смешанный лес.\n", "1436 р. Грязная, долинный лес в окр. кордона. \n", "1437 р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. \n", "1438 р. Амба, водораздел руч. Пятый и его левого притока, лиственный лес. \n", "1439 5 км на запад от с. Овчинниково, ср. течение р. Барабашевка, надпойменная терраса, лиственный лес. \n", "1440 Природный участок университета \n", "1441 Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. \n", "1442 Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. \n", "1443 Верховья р. Средняя Амгу, левый берег, хвойно-широколиственный лес. " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data$data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To build more complex search requests, it is recommended to decompose them using lists of parameters:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "http_api_base_url <- 'http://botsad.ru/hitem/json/?'\n", "search_parameters <- c('collectedby', 'Пименова', 'identifiedby', 'Крестов')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, parameters along with their values are defined in the `search_parameters` variable; further, we can use function `paste`, to form the search url. Building a search url from a set of parameters assumes getting a string including the `http_api_base_url` variable and a substring including parameters' names and values separated by symbol `&`." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "search_url <- paste(http_api_base_url, paste(search_parameters[c(TRUE, FALSE)], search_parameters[c(FALSE, TRUE)], sep='=', collapse='&'), sep='')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok, the search url is formed now. Let's query the server for data." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "new_data <- fromJSON(search_url)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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species_authorshipupdatedfamilyacronymspecies_statussignificancegpsbasedspecies_epithetcountryidentification_finished⋯collection_finishedbranchshort_notelatituderegiongenusfieldidinfraspecific_epithettype_statusdetails
Tzvelev 2017-06-13 DRYOPTERIDACEAE VBGI From plantlist FALSE subtripteron ⋯ 2014-05-20 43.53312 Приморский край Polystichum NA Борисовское плато. верх. течение р. Нежинка, р. Раздольненский, долинный смешанный лес на надпойменной террасе.
Tzvelev 2017-06-13 DRYOPTERIDACEAE VBGI From plantlist FALSE subtripteron ⋯ 43.44694 Приморский край Polystichum NA Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный смешанный лес на надпойменной террасе.
\n" ], "text/latex": [ "\\begin{tabular}{r|llllllllllllllllllllllllllllllllllllllllll}\n", " species\\_authorship & updated & family & acronym & species\\_status & significance & gpsbased & species\\_epithet & country & identification\\_finished & ⋯ & collection\\_finished & branch & short\\_note & latitude & region & genus & fieldid & infraspecific\\_epithet & type\\_status & details\\\\\n", "\\hline\n", "\t Tzvelev & 2017-06-13 & DRYOPTERIDACEAE & VBGI & From plantlist & & FALSE & subtripteron & & & ⋯ & 2014-05-20 & & & 43.53312 & Приморский край & Polystichum & & & NA & Борисовское плато. верх. течение р. Нежинка, р. Раздольненский, долинный смешанный лес на надпойменной террасе. \\\\\n", "\t Tzvelev & 2017-06-13 & DRYOPTERIDACEAE & VBGI & From plantlist & & FALSE & subtripteron & & & ⋯ & & & & 43.44694 & Приморский край & Polystichum & & & NA & Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный смешанный лес на надпойменной террасе.\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "species_authorship | updated | family | acronym | species_status | significance | gpsbased | species_epithet | country | identification_finished | ⋯ | collection_finished | branch | short_note | latitude | region | genus | fieldid | infraspecific_epithet | type_status | details | \n", "|---|---|\n", "| Tzvelev | 2017-06-13 | DRYOPTERIDACEAE | VBGI | From plantlist | | FALSE | subtripteron | | | ⋯ | 2014-05-20 | | | 43.53312 | Приморский край | Polystichum | | | NA | Борисовское плато. верх. течение р. Нежинка, р. Раздольненский, долинный смешанный лес на надпойменной террасе. | \n", "| Tzvelev | 2017-06-13 | DRYOPTERIDACEAE | VBGI | From plantlist | | FALSE | subtripteron | | | ⋯ | | | | 43.44694 | Приморский край | Polystichum | | | NA | Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный смешанный лес на надпойменной террасе. | \n", "\n", "\n" ], "text/plain": [ " species_authorship updated family acronym species_status\n", "1 Tzvelev 2017-06-13 DRYOPTERIDACEAE VBGI From plantlist\n", "2 Tzvelev 2017-06-13 DRYOPTERIDACEAE VBGI From plantlist\n", " significance gpsbased species_epithet country identification_finished ⋯\n", "1 FALSE subtripteron ⋯\n", "2 FALSE subtripteron ⋯\n", " collection_finished branch short_note latitude region genus \n", "1 2014-05-20 43.53312 Приморский край Polystichum\n", "2 43.44694 Приморский край Polystichum\n", " fieldid infraspecific_epithet type_status\n", "1 NA \n", "2 NA \n", " details \n", "1 Борисовское плато. верх. течение р. Нежинка, р. Раздольненский, долинный смешанный лес на надпойменной террасе. \n", "2 Борисовское плато, верх. течение р. Нежинка, выше устья руч. Раздольненский, долинный смешанный лес на надпойменной террасе." ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "new_data$data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nested data structures, such as `dethistory` and `additionals` fields, are correctly transformed into `data.frame`s via `fromJSON` utility function." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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    Tzvelev DRYOPTERIDACEAE From plantlist subtripteron Polystichum subtripteron Tzvelev216942 2016-09-17 Храпко О.В. Polystichum
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\n" ], "text/latex": [ "\\begin{enumerate}\n", "\\item \n", "\\item \\begin{tabular}{r|llllllllllllllll}\n", " species\\_authorship & family & species\\_status & species\\_epithet & infraspecific\\_authorship & infraspecific\\_rank & genus\\_authorship & species\\_fullname & species\\_id & valid\\_from & identifiers & family\\_authorship & valid\\_to & significance & genus & infraspecific\\_epithet\\\\\n", "\\hline\n", "\t Tzvelev & DRYOPTERIDACEAE & From plantlist & subtripteron & & & & Polystichum subtripteron Tzvelev & 216942 & 2016-09-17 & Храпко О.В. & & & & Polystichum & \\\\\n", "\\end{tabular}\n", "\n", "\\end{enumerate}\n" ], "text/markdown": [ "1. \n", "2. \n", "species_authorship | family | species_status | species_epithet | infraspecific_authorship | infraspecific_rank | genus_authorship | species_fullname | species_id | valid_from | identifiers | family_authorship | valid_to | significance | genus | infraspecific_epithet | \n", "|---|\n", "| Tzvelev | DRYOPTERIDACEAE | From plantlist | subtripteron | | | | Polystichum subtripteron Tzvelev | 216942 | 2016-09-17 | Храпко О.В. | | | | Polystichum | | \n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "[[1]]\n", "data frame with 0 columns and 0 rows\n", "\n", "[[2]]\n", " species_authorship family species_status species_epithet\n", "1 Tzvelev DRYOPTERIDACEAE From plantlist subtripteron\n", " infraspecific_authorship infraspecific_rank genus_authorship\n", "1 \n", " species_fullname species_id valid_from identifiers\n", "1 Polystichum subtripteron Tzvelev 216942 2016-09-17 Храпко О.В.\n", " family_authorship valid_to significance genus infraspecific_epithet\n", "1 Polystichum \n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "new_data$data$dethistory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is useful to assign a special variable to `data$data`, e.g. `my_data`, to access the data directly." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "my_data <- data$data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's count familys' frequencies in the retrieved data." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
Var1Freq
ACORACEAE 1
ACTINIDIACEAE 4
ADOXACEAE 14
ALISMATACEAE 1
ALLISONIACEAE 2
AMARANTHACEAE 2
AMARYLLIDACEAE 10
APIACEAE 23
APOCYNACEAE 3
AQUIFOLIACEAE 1
ARACEAE 11
ARALIACEAE 13
ARISTOLOCHIACEAE 9
ASPARAGACEAE 17
ASPLENIACEAE 10
ATHYRIACEAE 78
AYTONIACEAE 1
BERBERIDACEAE 8
BETULACEAE 21
BORAGINACEAE 16
BRASSICACEAE 26
CAMPANULACEAE 4
CAPRIFOLIACEAE 19
CARYOPHYLLACEAE 22
CELASTRACEAE 2
CHLORANTHACEAE 5
COMPOSITAE 58
CONOCEPHALACEAE 2
CRASSULACEAE 9
CUCURBITACEAE 1
⋮⋮
PHRYMACEAE 1
PINACEAE 9
PLANTAGINACEAE 1
POACEAE 61
POLEMONIACEAE 2
POLYGALACEAE 1
POLYGONACEAE 7
POLYPODIACEAE 14
PONTEDERIACEAE 1
POTAMOGETONACEAE 1
PRIMULACEAE 7
PTERIDACEAE 20
RANUNCULACEAE 51
RHAMNACEAE 14
ROSACEAE 76
RUBIACEAE 18
RUTACEAE 5
SALICACEAE 65
SANTALACEAE 5
SAPINDACEAE 17
SAXIFRAGACEAE 2
SMILACACEAE 1
TAXACEAE 1
THELYPTERIDACEAE16
ULMACEAE 2
URTICACEAE 2
VIOLACEAE 46
VITACEAE 2
WOODSIACEAE 31
XANTHORRHOEACEAE 4
\n" ], "text/latex": [ "\\begin{tabular}{r|ll}\n", " Var1 & Freq\\\\\n", "\\hline\n", "\t ACORACEAE & 1 \\\\\n", "\t ACTINIDIACEAE & 4 \\\\\n", "\t ADOXACEAE & 14 \\\\\n", "\t ALISMATACEAE & 1 \\\\\n", "\t ALLISONIACEAE & 2 \\\\\n", "\t AMARANTHACEAE & 2 \\\\\n", "\t AMARYLLIDACEAE & 10 \\\\\n", "\t APIACEAE & 23 \\\\\n", "\t APOCYNACEAE & 3 \\\\\n", "\t AQUIFOLIACEAE & 1 \\\\\n", "\t ARACEAE & 11 \\\\\n", "\t ARALIACEAE & 13 \\\\\n", "\t ARISTOLOCHIACEAE & 9 \\\\\n", "\t ASPARAGACEAE & 17 \\\\\n", "\t ASPLENIACEAE & 10 \\\\\n", "\t ATHYRIACEAE & 78 \\\\\n", "\t AYTONIACEAE & 1 \\\\\n", "\t BERBERIDACEAE & 8 \\\\\n", "\t BETULACEAE & 21 \\\\\n", "\t BORAGINACEAE & 16 \\\\\n", "\t BRASSICACEAE & 26 \\\\\n", "\t CAMPANULACEAE & 4 \\\\\n", "\t CAPRIFOLIACEAE & 19 \\\\\n", "\t CARYOPHYLLACEAE & 22 \\\\\n", "\t CELASTRACEAE & 2 \\\\\n", "\t CHLORANTHACEAE & 5 \\\\\n", "\t COMPOSITAE & 58 \\\\\n", "\t CONOCEPHALACEAE & 2 \\\\\n", "\t CRASSULACEAE & 9 \\\\\n", "\t CUCURBITACEAE & 1 \\\\\n", "\t ⋮ & ⋮\\\\\n", "\t PHRYMACEAE & 1 \\\\\n", "\t PINACEAE & 9 \\\\\n", "\t PLANTAGINACEAE & 1 \\\\\n", "\t POACEAE & 61 \\\\\n", "\t POLEMONIACEAE & 2 \\\\\n", "\t POLYGALACEAE & 1 \\\\\n", "\t POLYGONACEAE & 7 \\\\\n", "\t POLYPODIACEAE & 14 \\\\\n", "\t PONTEDERIACEAE & 1 \\\\\n", "\t POTAMOGETONACEAE & 1 \\\\\n", "\t PRIMULACEAE & 7 \\\\\n", "\t PTERIDACEAE & 20 \\\\\n", "\t RANUNCULACEAE & 51 \\\\\n", "\t RHAMNACEAE & 14 \\\\\n", "\t ROSACEAE & 76 \\\\\n", "\t RUBIACEAE & 18 \\\\\n", "\t RUTACEAE & 5 \\\\\n", "\t SALICACEAE & 65 \\\\\n", "\t SANTALACEAE & 5 \\\\\n", "\t SAPINDACEAE & 17 \\\\\n", "\t SAXIFRAGACEAE & 2 \\\\\n", "\t SMILACACEAE & 1 \\\\\n", "\t TAXACEAE & 1 \\\\\n", "\t THELYPTERIDACEAE & 16 \\\\\n", "\t ULMACEAE & 2 \\\\\n", "\t URTICACEAE & 2 \\\\\n", "\t VIOLACEAE & 46 \\\\\n", "\t VITACEAE & 2 \\\\\n", "\t WOODSIACEAE & 31 \\\\\n", "\t XANTHORRHOEACEAE & 4 \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "Var1 | Freq | \n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| ACORACEAE | 1 | \n", "| ACTINIDIACEAE | 4 | \n", "| ADOXACEAE | 14 | \n", "| ALISMATACEAE | 1 | \n", "| ALLISONIACEAE | 2 | \n", "| AMARANTHACEAE | 2 | \n", "| AMARYLLIDACEAE | 10 | \n", "| APIACEAE | 23 | \n", "| APOCYNACEAE | 3 | \n", "| AQUIFOLIACEAE | 1 | \n", "| ARACEAE | 11 | \n", "| ARALIACEAE | 13 | \n", "| ARISTOLOCHIACEAE | 9 | \n", "| ASPARAGACEAE | 17 | \n", "| ASPLENIACEAE | 10 | \n", "| ATHYRIACEAE | 78 | \n", "| AYTONIACEAE | 1 | \n", "| BERBERIDACEAE | 8 | \n", "| BETULACEAE | 21 | \n", "| BORAGINACEAE | 16 | \n", "| BRASSICACEAE | 26 | \n", "| CAMPANULACEAE | 4 | \n", "| CAPRIFOLIACEAE | 19 | \n", "| CARYOPHYLLACEAE | 22 | \n", "| CELASTRACEAE | 2 | \n", "| CHLORANTHACEAE | 5 | \n", "| COMPOSITAE | 58 | \n", "| CONOCEPHALACEAE | 2 | \n", "| CRASSULACEAE | 9 | \n", "| CUCURBITACEAE | 1 | \n", "| ⋮ | ⋮ | \n", "| PHRYMACEAE | 1 | \n", "| PINACEAE | 9 | \n", "| PLANTAGINACEAE | 1 | \n", "| POACEAE | 61 | \n", "| POLEMONIACEAE | 2 | \n", "| POLYGALACEAE | 1 | \n", "| POLYGONACEAE | 7 | \n", "| POLYPODIACEAE | 14 | \n", "| PONTEDERIACEAE | 1 | \n", "| POTAMOGETONACEAE | 1 | \n", "| PRIMULACEAE | 7 | \n", "| PTERIDACEAE | 20 | \n", "| RANUNCULACEAE | 51 | \n", "| RHAMNACEAE | 14 | \n", "| ROSACEAE | 76 | \n", "| RUBIACEAE | 18 | \n", "| RUTACEAE | 5 | \n", "| SALICACEAE | 65 | \n", "| SANTALACEAE | 5 | \n", "| SAPINDACEAE | 17 | \n", "| SAXIFRAGACEAE | 2 | \n", "| SMILACACEAE | 1 | \n", "| TAXACEAE | 1 | \n", "| THELYPTERIDACEAE | 16 | \n", "| ULMACEAE | 2 | \n", "| URTICACEAE | 2 | \n", "| VIOLACEAE | 46 | \n", "| VITACEAE | 2 | \n", "| WOODSIACEAE | 31 | \n", "| XANTHORRHOEACEAE | 4 | \n", "\n", "\n" ], "text/plain": [ " Var1 Freq\n", "1 ACORACEAE 1 \n", "2 ACTINIDIACEAE 4 \n", "3 ADOXACEAE 14 \n", "4 ALISMATACEAE 1 \n", "5 ALLISONIACEAE 2 \n", "6 AMARANTHACEAE 2 \n", "7 AMARYLLIDACEAE 10 \n", "8 APIACEAE 23 \n", "9 APOCYNACEAE 3 \n", "10 AQUIFOLIACEAE 1 \n", "11 ARACEAE 11 \n", "12 ARALIACEAE 13 \n", "13 ARISTOLOCHIACEAE 9 \n", "14 ASPARAGACEAE 17 \n", "15 ASPLENIACEAE 10 \n", "16 ATHYRIACEAE 78 \n", "17 AYTONIACEAE 1 \n", "18 BERBERIDACEAE 8 \n", "19 BETULACEAE 21 \n", "20 BORAGINACEAE 16 \n", "21 BRASSICACEAE 26 \n", "22 CAMPANULACEAE 4 \n", "23 CAPRIFOLIACEAE 19 \n", "24 CARYOPHYLLACEAE 22 \n", "25 CELASTRACEAE 2 \n", "26 CHLORANTHACEAE 5 \n", "27 COMPOSITAE 58 \n", "28 CONOCEPHALACEAE 2 \n", "29 CRASSULACEAE 9 \n", "30 CUCURBITACEAE 1 \n", "⋮ ⋮ ⋮ \n", "71 PHRYMACEAE 1 \n", "72 PINACEAE 9 \n", "73 PLANTAGINACEAE 1 \n", "74 POACEAE 61 \n", "75 POLEMONIACEAE 2 \n", "76 POLYGALACEAE 1 \n", "77 POLYGONACEAE 7 \n", "78 POLYPODIACEAE 14 \n", "79 PONTEDERIACEAE 1 \n", "80 POTAMOGETONACEAE 1 \n", "81 PRIMULACEAE 7 \n", "82 PTERIDACEAE 20 \n", "83 RANUNCULACEAE 51 \n", "84 RHAMNACEAE 14 \n", "85 ROSACEAE 76 \n", "86 RUBIACEAE 18 \n", "87 RUTACEAE 5 \n", "88 SALICACEAE 65 \n", "89 SANTALACEAE 5 \n", "90 SAPINDACEAE 17 \n", "91 SAXIFRAGACEAE 2 \n", "92 SMILACACEAE 1 \n", "93 TAXACEAE 1 \n", "94 THELYPTERIDACEAE 16 \n", "95 ULMACEAE 2 \n", "96 URTICACEAE 2 \n", "97 VIOLACEAE 46 \n", "98 VITACEAE 2 \n", "99 WOODSIACEAE 31 \n", "100 XANTHORRHOEACEAE 4 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data.frame(table(my_data$family))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If one needs to compute, for example, Shannon's biodiversity index, one can use the [vegan](http://cc.oulu.fi/~jarioksa/softhelp/vegan/) package, which includes a lot of useful functions and algorithm implementations for processing datasets typical for botany or ecology." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loading required package: permute\n", "Loading required package: lattice\n", "This is vegan 2.4-4\n" ] } ], "source": [ "library(vegan)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shannon's biodiversity index by family field:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "3.92193849041052" ], "text/latex": [ "3.92193849041052" ], "text/markdown": [ "3.92193849041052" ], "text/plain": [ "[1] 3.921938" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "diversity(table(my_data$family))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exporting data to a CSV file" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Loaded into the R statistical environment data could be saved as a csv-formatted file using R-language facilities.\n", "This is useful when planning to process the data using MS Excel-like software.\n", "\n", "Let's consider hypotetical example of exporting all records belonging to family ARALIACEAE; Additionaly, we require to export only a certain number of columns. As an example, we select the following columns to be exported: unique identifier of the record (ID), full name of the species (species_fullname), collectors (collectors), latitude (latitude), longitude (longitude), elevation above sea level (elevation). Exact column names are given in parentheses and coincide to the server's response parameters declared in the [HTTP API docs](http://botsad.ru/herbarium/docs/en/http_api.html).\n" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "araliaceae_records <- fromJSON('http://botsad.ru/hitem/json/?family=Araliaceae')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Show all Araliaceae's records:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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species_authorshipupdatedfamilyacronymspecies_statussignificancegpsbasedspecies_epithetcountryidentification_finished⋯collection_finishedbranchshort_notelatituderegiongenusfieldidinfraspecific_epithettype_statusdetails
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE VBGI From plantlist FALSE senticosus Russia ⋯ 50.27938 Хабаровский край Eleutherococcus NA Долина реки Ярап, долинный тополевый лес
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE VBGI From plantlist FALSE senticosus Russia ⋯ 50.28341 Хабаровский край Eleutherococcus NA Долина реки Ярап, старица, долинный чозениево-тополевый лес
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia ⋯ 49.84374 Амурская область Eleutherococcus NA Муравьевский природный парк, в посадках.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia ⋯ 49.84374 Амурская область Eleutherococcus NA Муравьевский природный парк, в посадках.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 2016-08-12 ⋯ 2016-08-12 48.43490 Хабаровский край Eleutherococcus NA Долинный остров, лес в пойме р.Ярап.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 2016-08-12 ⋯ 2016-08-12 48.43490 Хабаровский край Eleutherococcus NA р.Ярап
(Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE ABGI From plantlist FALSE sessiliflorus Russia 1989-06-19 ⋯ 1989-06-19 47.87721 Еврейская Автономная Область Eleutherococcus NA Екатерино- Никольское, медвежий утес.
(Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE ABGI From plantlist FALSE sessiliflorus Russia 1989-06-19 ⋯ 1989-06-19 47.79517 Еврейская Автономная Область Eleutherococcus NA Екатерино- Никольское, медвежий утес.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 1990-08-11 ⋯ 1990-08-11 49.62539 Амурская область Eleutherococcus NA Остров Виноградный, пойменный лес.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 1990-08-11 ⋯ 1990-08-11 49.62272 Амурская область Eleutherococcus NA Остров Виноградный.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 2005-08-25 ⋯ 2005-08-25 49.12107 Амурская область Eleutherococcus NA Окрестности с.Кундур, лес.
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 2014-09-20 ⋯ 2014-09-20 44.09590 Приморский край Eleutherococcus NA Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес.
(Nakai) Nakai 2017-06-13 ARALIACEAE ABGI From plantlist FALSE elatus Russia 2014-09-14 ⋯ 2014-09-14 44.09590 Приморский край Oplopanax NA Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес.
(Nakai) Nakai 2017-06-13 ARALIACEAE ABGI From plantlist FALSE elatus Russia 2014-09-14 ⋯ 2014-09-14 44.13534 Приморский край Oplopanax NA Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес.
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 44.48524 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 44.53421 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 44.84029 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist FALSE ginseng Russia ⋯ 45.58329 Приморский край Panax NA
(Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE VBGI From plantlist FALSE senticosus Russia ⋯ 50.28341 Хабаровский край Eleutherococcus NA Долина реки Ярап, старица, долинный чозениево-тополевый лес
(Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE VBGI From plantlist TRUE sessiliflorus Russia ⋯ 43.57740 Приморский край Eleutherococcus NA с. Монакино, НП Земля леопарда, ручей Каменистый, долинный лес
(Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE VBGI From plantlist TRUE sessiliflorus Russia ⋯ 43.57740 Приморский край Eleutherococcus NA с. Монакино, НП Земля леопарда, ручей Каменистый, под склоном
Kitag. 2017-03-22 ARALIACEAE VBGI From plantlist FALSE continentalis Russia ⋯ Herbarium of Life forms NA Приморский край Aralia NA окр. п. Витязь, бухта Витязь, широколиственный лес по склону к морю
Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE continentalis Russia ⋯ 43.38194 Приморский край Aralia NA р. Амба. Водораздел руч. Антоновского и руч. Безымянный, нижняя часть склона, смешанный лес
Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE continentalis Russia ⋯ 43.39149 Приморский край Aralia NA р. Грязная, водораздел рек Левая Грязная и Ананьевка, смешанный лес
Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE continentalis Russia ⋯ 43.39149 Приморский край Aralia NA р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес
Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE continentalis Russia ⋯ 43.39149 Приморский край Aralia NA р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес
Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE continentalis Russia ⋯ 43.39149 Приморский край Aralia NA р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес
Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE continentalis Russia ⋯ 43.81050 Приморский край Aralia NA c. Цуканово, склоны г. Луна, редко
(Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE septemlobus Russia ⋯ 43.36817 Приморский край Kalopanax NA р. Грязная, водораздел рек Левая Грязная и Ананьевка. Широколиственный лес с пихтой
(Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE septemlobus Russia ⋯ 43.36451 Приморский край Kalopanax NA р. Грязная, р. Левая Грязная, склон, дубняк
(Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE septemlobus Russia ⋯ 43.36451 Приморский край Kalopanax NA р. Грязная, р. Левая Грязная, склон, дубняк
(Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE septemlobus Russia ⋯ 43.36451 Приморский край Kalopanax NA р. Грязная, р. Левая Грязная, склон, дубняк
C.A.Mey. 2017-07-11 ARALIACEAE VBGI From plantlist TRUE ginseng Russia ⋯ 43.36921 Приморский край Panax NA р. Грязная, водораздел р. Левая Грязная и Ананьевка, смешанный лес
(Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 1997-08-16 ⋯ 1997-08-16 43.14687 Primorskiy territory Eleutherococcus 592 b NA Suburb of Vladivostok, vicinity of Academic town, broad-leaved forest, wiht Corydalis ambigua and Ranunculus ussuriensis,abundant.
(Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 1999-01-17 ⋯ 1998-08-02 45.16695 Приморский край Eleutherococcus NA Сихотэ-Алинский заповедник, среднее течение реки Сиды, окрестности Зимовейный, разнопородный хвойно-лмиственный лесв пойме ручьяю
(Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 1991-06-26 ⋯ 1991-06-26 43.14978 Primorskiy territory Eleutherococcus 592 a NA Suburb of Vladivostok, vicinity of Academic town, edge of broad-leaved forest, frequent.
(Rupr. & Maxim.) S.Y.Hu 2017-08-17 ARALIACEAE ABGI From plantlist FALSE sessiliflorus Russia 1988-08-06 ⋯ 1988-08-06 42.83889 Primorskiy territory Eleutherococcus 593 NA Suburb of Nakhodka, Marine biologic station 'Vostok\", edge of Quercus mongolica forest, frequent.
(Thunb.) Koidz. 2017-08-17 ARALIACEAE ABGI From plantlist FALSE septemlobus Russia 1995-08-11 ⋯ 1995-08-11 43.15200 Primorskiy territory Kalopanax 1104 NA Suburb of Vladivostok, Academic town, broad-leaved forest, solitary trees, common.
(Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist FALSE senticosus Russia 1998-10-10 ⋯ 1998-10-10 43.22997 Приморский край Eleutherococcus 19 NA г. Владивосток, окрестности водохранилища Седанка, склон южной экспозиции, разнопородный лиственный лес с черной пихтой.
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\n" ], "text/latex": [ "\\begin{description}\n", "\\item[\\$errors] \\begin{enumerate}\n", "\\end{enumerate}\n", "\n", "\\item[\\$data] \\begin{tabular}{r|llllllllllllllllllllllllllllllllllllllllll}\n", " species\\_authorship & updated & family & acronym & species\\_status & significance & gpsbased & species\\_epithet & country & identification\\_finished & ⋯ & collection\\_finished & branch & short\\_note & latitude & region & genus & fieldid & infraspecific\\_epithet & type\\_status & details\\\\\n", "\\hline\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & VBGI & From plantlist & & FALSE & senticosus & Russia & & ⋯ & & & & 50.27938 & Хабаровский край & Eleutherococcus & & & NA & Долина реки Ярап, долинный тополевый лес \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & VBGI & From plantlist & & FALSE & senticosus & Russia & & ⋯ & & & & 50.28341 & Хабаровский край & Eleutherococcus & & & NA & Долина реки Ярап, старица, долинный чозениево-тополевый лес \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & & ⋯ & & & & 49.84374 & Амурская область & Eleutherococcus & & & NA & Муравьевский природный парк, в посадках. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & & ⋯ & & & & 49.84374 & Амурская область & Eleutherococcus & & & NA & Муравьевский природный парк, в посадках. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 2016-08-12 & ⋯ & 2016-08-12 & & & 48.43490 & Хабаровский край & Eleutherococcus & & & NA & Долинный остров, лес в пойме р.Ярап. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 2016-08-12 & ⋯ & 2016-08-12 & & & 48.43490 & Хабаровский край & Eleutherococcus & & & NA & р.Ярап \\\\\n", "\t (Rupr. \\& Maxim.) S.Y.Hu & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & sessiliflorus & Russia & 1989-06-19 & ⋯ & 1989-06-19 & & & 47.87721 & Еврейская Автономная Область & Eleutherococcus & & & NA & Екатерино- Никольское, медвежий утес. \\\\\n", "\t (Rupr. \\& Maxim.) S.Y.Hu & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & sessiliflorus & Russia & 1989-06-19 & ⋯ & 1989-06-19 & & & 47.79517 & Еврейская Автономная Область & Eleutherococcus & & & NA & Екатерино- Никольское, медвежий утес. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 1990-08-11 & ⋯ & 1990-08-11 & & & 49.62539 & Амурская область & Eleutherococcus & & & NA & Остров Виноградный, пойменный лес. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 1990-08-11 & ⋯ & 1990-08-11 & & & 49.62272 & Амурская область & Eleutherococcus & & & NA & Остров Виноградный. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 2005-08-25 & ⋯ & 2005-08-25 & & & 49.12107 & Амурская область & Eleutherococcus & & & NA & Окрестности с.Кундур, лес. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 2014-09-20 & ⋯ & 2014-09-20 & & & 44.09590 & Приморский край & Eleutherococcus & & & NA & Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. \\\\\n", "\t (Nakai) Nakai & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & elatus & Russia & 2014-09-14 & ⋯ & 2014-09-14 & & & 44.09590 & Приморский край & Oplopanax & & & NA & Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. \\\\\n", "\t (Nakai) Nakai & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & elatus & Russia & 2014-09-14 & ⋯ & 2014-09-14 & & & 44.13534 & Приморский край & Oplopanax & & & NA & Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 44.48524 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 44.53421 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 44.84029 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t C.A.Mey. & 2017-06-13 & ARALIACEAE & ABGI & From plantlist & & FALSE & ginseng & Russia & & ⋯ & & & & 45.58329 & Приморский край & Panax & & & NA & \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-06-13 & ARALIACEAE & VBGI & From plantlist & & FALSE & senticosus & Russia & & ⋯ & & & & 50.28341 & Хабаровский край & Eleutherococcus & & & NA & Долина реки Ярап, старица, долинный чозениево-тополевый лес \\\\\n", "\t (Rupr. \\& Maxim.) S.Y.Hu & 2017-06-13 & ARALIACEAE & VBGI & From plantlist & & TRUE & sessiliflorus & Russia & & ⋯ & & & & 43.57740 & Приморский край & Eleutherococcus & & & NA & с. Монакино, НП Земля леопарда, ручей Каменистый, долинный лес \\\\\n", "\t (Rupr. \\& Maxim.) S.Y.Hu & 2017-06-13 & ARALIACEAE & VBGI & From plantlist & & TRUE & sessiliflorus & Russia & & ⋯ & & & & 43.57740 & Приморский край & Eleutherococcus & & & NA & с. Монакино, НП Земля леопарда, ручей Каменистый, под склоном \\\\\n", "\t Kitag. & 2017-03-22 & ARALIACEAE & VBGI & From plantlist & & FALSE & continentalis & Russia & & ⋯ & & Herbarium of Life forms & & NA & Приморский край & Aralia & & & NA & окр. п. Витязь, бухта Витязь, широколиственный лес по склону к морю \\\\\n", "\t Kitag. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & continentalis & Russia & & ⋯ & & & & 43.38194 & Приморский край & Aralia & & & NA & р. Амба. Водораздел руч. Антоновского и руч. Безымянный, нижняя часть склона, смешанный лес \\\\\n", "\t Kitag. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & continentalis & Russia & & ⋯ & & & & 43.39149 & Приморский край & Aralia & & & NA & р. Грязная, водораздел рек Левая Грязная и Ананьевка, смешанный лес \\\\\n", "\t Kitag. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & continentalis & Russia & & ⋯ & & & & 43.39149 & Приморский край & Aralia & & & NA & р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес \\\\\n", "\t Kitag. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & continentalis & Russia & & ⋯ & & & & 43.39149 & Приморский край & Aralia & & & NA & р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес \\\\\n", "\t Kitag. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & continentalis & Russia & & ⋯ & & & & 43.39149 & Приморский край & Aralia & & & NA & р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес \\\\\n", "\t Kitag. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & continentalis & Russia & & ⋯ & & & & 43.81050 & Приморский край & Aralia & & & NA & c. Цуканово, склоны г. Луна, редко \\\\\n", "\t (Thunb.) Koidz. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & septemlobus & Russia & & ⋯ & & & & 43.36817 & Приморский край & Kalopanax & & & NA & р. Грязная, водораздел рек Левая Грязная и Ананьевка. Широколиственный лес с пихтой \\\\\n", "\t (Thunb.) Koidz. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & septemlobus & Russia & & ⋯ & & & & 43.36451 & Приморский край & Kalopanax & & & NA & р. Грязная, р. Левая Грязная, склон, дубняк \\\\\n", "\t (Thunb.) Koidz. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & septemlobus & Russia & & ⋯ & & & & 43.36451 & Приморский край & Kalopanax & & & NA & р. Грязная, р. Левая Грязная, склон, дубняк \\\\\n", "\t (Thunb.) Koidz. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & septemlobus & Russia & & ⋯ & & & & 43.36451 & Приморский край & Kalopanax & & & NA & р. Грязная, р. Левая Грязная, склон, дубняк \\\\\n", "\t C.A.Mey. & 2017-07-11 & ARALIACEAE & VBGI & From plantlist & & TRUE & ginseng & Russia & & ⋯ & & & & 43.36921 & Приморский край & Panax & & & NA & р. Грязная, водораздел р. Левая Грязная и Ананьевка, смешанный лес \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-08-17 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 1997-08-16 & ⋯ & 1997-08-16 & & & 43.14687 & Primorskiy territory & Eleutherococcus & 592 b & & NA & Suburb of Vladivostok, vicinity of Academic town, broad-leaved forest, wiht Corydalis ambigua and Ranunculus ussuriensis,abundant. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-08-17 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 1999-01-17 & ⋯ & 1998-08-02 & & & 45.16695 & Приморский край & Eleutherococcus & & & NA & Сихотэ-Алинский заповедник, среднее течение реки Сиды, окрестности Зимовейный, разнопородный хвойно-лмиственный лесв пойме ручьяю \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-08-17 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 1991-06-26 & ⋯ & 1991-06-26 & & & 43.14978 & Primorskiy territory & Eleutherococcus & 592 a & & NA & Suburb of Vladivostok, vicinity of Academic town, edge of broad-leaved forest, frequent. \\\\\n", "\t (Rupr. \\& Maxim.) S.Y.Hu & 2017-08-17 & ARALIACEAE & ABGI & From plantlist & & FALSE & sessiliflorus & Russia & 1988-08-06 & ⋯ & 1988-08-06 & & & 42.83889 & Primorskiy territory & Eleutherococcus & 593 & & NA & Suburb of Nakhodka, Marine biologic station 'Vostok\", edge of Quercus mongolica forest, frequent. \\\\\n", "\t (Thunb.) Koidz. & 2017-08-17 & ARALIACEAE & ABGI & From plantlist & & FALSE & septemlobus & Russia & 1995-08-11 & ⋯ & 1995-08-11 & & & 43.15200 & Primorskiy territory & Kalopanax & 1104 & & NA & Suburb of Vladivostok, Academic town, broad-leaved forest, solitary trees, common. \\\\\n", "\t (Rupr. \\& Maxim.) Maxim. & 2017-08-17 & ARALIACEAE & ABGI & From plantlist & & FALSE & senticosus & Russia & 1998-10-10 & ⋯ & 1998-10-10 & & & 43.22997 & Приморский край & Eleutherococcus & 19 & & NA & г. Владивосток, окрестности водохранилища Седанка, склон южной экспозиции, разнопородный лиственный лес с черной пихтой. \\\\\n", "\\end{tabular}\n", "\n", "\\item[\\$warnings] \\begin{enumerate}\n", "\\end{enumerate}\n", "\n", "\\end{description}\n" ], "text/markdown": [ "$errors\n", ": \n", "\n", "\n", "$data\n", ": \n", "species_authorship | updated | family | acronym | species_status | significance | gpsbased | species_epithet | country | identification_finished | ⋯ | collection_finished | branch | short_note | latitude | region | genus | fieldid | infraspecific_epithet | type_status | details | \n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | VBGI | From plantlist | | FALSE | senticosus | Russia | | ⋯ | | | | 50.27938 | Хабаровский край | Eleutherococcus | | | NA | Долина реки Ярап, долинный тополевый лес | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | VBGI | From plantlist | | FALSE | senticosus | Russia | | ⋯ | | | | 50.28341 | Хабаровский край | Eleutherococcus | | | NA | Долина реки Ярап, старица, долинный чозениево-тополевый лес | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | | ⋯ | | | | 49.84374 | Амурская область | Eleutherococcus | | | NA | Муравьевский природный парк, в посадках. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | | ⋯ | | | | 49.84374 | Амурская область | Eleutherococcus | | | NA | Муравьевский природный парк, в посадках. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 2016-08-12 | ⋯ | 2016-08-12 | | | 48.43490 | Хабаровский край | Eleutherococcus | | | NA | Долинный остров, лес в пойме р.Ярап. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 2016-08-12 | ⋯ | 2016-08-12 | | | 48.43490 | Хабаровский край | Eleutherococcus | | | NA | р.Ярап | \n", "| (Rupr. & Maxim.) S.Y.Hu | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | sessiliflorus | Russia | 1989-06-19 | ⋯ | 1989-06-19 | | | 47.87721 | Еврейская Автономная Область | Eleutherococcus | | | NA | Екатерино- Никольское, медвежий утес. | \n", "| (Rupr. & Maxim.) S.Y.Hu | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | sessiliflorus | Russia | 1989-06-19 | ⋯ | 1989-06-19 | | | 47.79517 | Еврейская Автономная Область | Eleutherococcus | | | NA | Екатерино- Никольское, медвежий утес. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 1990-08-11 | ⋯ | 1990-08-11 | | | 49.62539 | Амурская область | Eleutherococcus | | | NA | Остров Виноградный, пойменный лес. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 1990-08-11 | ⋯ | 1990-08-11 | | | 49.62272 | Амурская область | Eleutherococcus | | | NA | Остров Виноградный. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 2005-08-25 | ⋯ | 2005-08-25 | | | 49.12107 | Амурская область | Eleutherococcus | | | NA | Окрестности с.Кундур, лес. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 2014-09-20 | ⋯ | 2014-09-20 | | | 44.09590 | Приморский край | Eleutherococcus | | | NA | Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. | \n", "| (Nakai) Nakai | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | elatus | Russia | 2014-09-14 | ⋯ | 2014-09-14 | | | 44.09590 | Приморский край | Oplopanax | | | NA | Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. | \n", "| (Nakai) Nakai | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | elatus | Russia | 2014-09-14 | ⋯ | 2014-09-14 | | | 44.13534 | Приморский край | Oplopanax | | | NA | Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 44.48524 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 44.53421 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 44.84029 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| C.A.Mey. | 2017-06-13 | ARALIACEAE | ABGI | From plantlist | | FALSE | ginseng | Russia | | ⋯ | | | | 45.58329 | Приморский край | Panax | | | NA | | \n", "| (Rupr. & Maxim.) Maxim. | 2017-06-13 | ARALIACEAE | VBGI | From plantlist | | FALSE | senticosus | Russia | | ⋯ | | | | 50.28341 | Хабаровский край | Eleutherococcus | | | NA | Долина реки Ярап, старица, долинный чозениево-тополевый лес | \n", "| (Rupr. & Maxim.) S.Y.Hu | 2017-06-13 | ARALIACEAE | VBGI | From plantlist | | TRUE | sessiliflorus | Russia | | ⋯ | | | | 43.57740 | Приморский край | Eleutherococcus | | | NA | с. Монакино, НП Земля леопарда, ручей Каменистый, долинный лес | \n", "| (Rupr. & Maxim.) S.Y.Hu | 2017-06-13 | ARALIACEAE | VBGI | From plantlist | | TRUE | sessiliflorus | Russia | | ⋯ | | | | 43.57740 | Приморский край | Eleutherococcus | | | NA | с. Монакино, НП Земля леопарда, ручей Каменистый, под склоном | \n", "| Kitag. | 2017-03-22 | ARALIACEAE | VBGI | From plantlist | | FALSE | continentalis | Russia | | ⋯ | | Herbarium of Life forms | | NA | Приморский край | Aralia | | | NA | окр. п. Витязь, бухта Витязь, широколиственный лес по склону к морю | \n", "| Kitag. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | continentalis | Russia | | ⋯ | | | | 43.38194 | Приморский край | Aralia | | | NA | р. Амба. Водораздел руч. Антоновского и руч. Безымянный, нижняя часть склона, смешанный лес | \n", "| Kitag. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | continentalis | Russia | | ⋯ | | | | 43.39149 | Приморский край | Aralia | | | NA | р. Грязная, водораздел рек Левая Грязная и Ананьевка, смешанный лес | \n", "| Kitag. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | continentalis | Russia | | ⋯ | | | | 43.39149 | Приморский край | Aralia | | | NA | р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес | \n", "| Kitag. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | continentalis | Russia | | ⋯ | | | | 43.39149 | Приморский край | Aralia | | | NA | р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес | \n", "| Kitag. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | continentalis | Russia | | ⋯ | | | | 43.39149 | Приморский край | Aralia | | | NA | р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес | \n", "| Kitag. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | continentalis | Russia | | ⋯ | | | | 43.81050 | Приморский край | Aralia | | | NA | c. Цуканово, склоны г. Луна, редко | \n", "| (Thunb.) Koidz. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | septemlobus | Russia | | ⋯ | | | | 43.36817 | Приморский край | Kalopanax | | | NA | р. Грязная, водораздел рек Левая Грязная и Ананьевка. Широколиственный лес с пихтой | \n", "| (Thunb.) Koidz. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | septemlobus | Russia | | ⋯ | | | | 43.36451 | Приморский край | Kalopanax | | | NA | р. Грязная, р. Левая Грязная, склон, дубняк | \n", "| (Thunb.) Koidz. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | septemlobus | Russia | | ⋯ | | | | 43.36451 | Приморский край | Kalopanax | | | NA | р. Грязная, р. Левая Грязная, склон, дубняк | \n", "| (Thunb.) Koidz. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | septemlobus | Russia | | ⋯ | | | | 43.36451 | Приморский край | Kalopanax | | | NA | р. Грязная, р. Левая Грязная, склон, дубняк | \n", "| C.A.Mey. | 2017-07-11 | ARALIACEAE | VBGI | From plantlist | | TRUE | ginseng | Russia | | ⋯ | | | | 43.36921 | Приморский край | Panax | | | NA | р. Грязная, водораздел р. Левая Грязная и Ананьевка, смешанный лес | \n", "| (Rupr. & Maxim.) Maxim. | 2017-08-17 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 1997-08-16 | ⋯ | 1997-08-16 | | | 43.14687 | Primorskiy territory | Eleutherococcus | 592 b | | NA | Suburb of Vladivostok, vicinity of Academic town, broad-leaved forest, wiht Corydalis ambigua and Ranunculus ussuriensis,abundant. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-08-17 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 1999-01-17 | ⋯ | 1998-08-02 | | | 45.16695 | Приморский край | Eleutherococcus | | | NA | Сихотэ-Алинский заповедник, среднее течение реки Сиды, окрестности Зимовейный, разнопородный хвойно-лмиственный лесв пойме ручьяю | \n", "| (Rupr. & Maxim.) Maxim. | 2017-08-17 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 1991-06-26 | ⋯ | 1991-06-26 | | | 43.14978 | Primorskiy territory | Eleutherococcus | 592 a | | NA | Suburb of Vladivostok, vicinity of Academic town, edge of broad-leaved forest, frequent. | \n", "| (Rupr. & Maxim.) S.Y.Hu | 2017-08-17 | ARALIACEAE | ABGI | From plantlist | | FALSE | sessiliflorus | Russia | 1988-08-06 | ⋯ | 1988-08-06 | | | 42.83889 | Primorskiy territory | Eleutherococcus | 593 | | NA | Suburb of Nakhodka, Marine biologic station 'Vostok\", edge of Quercus mongolica forest, frequent. | \n", "| (Thunb.) Koidz. | 2017-08-17 | ARALIACEAE | ABGI | From plantlist | | FALSE | septemlobus | Russia | 1995-08-11 | ⋯ | 1995-08-11 | | | 43.15200 | Primorskiy territory | Kalopanax | 1104 | | NA | Suburb of Vladivostok, Academic town, broad-leaved forest, solitary trees, common. | \n", "| (Rupr. & Maxim.) Maxim. | 2017-08-17 | ARALIACEAE | ABGI | From plantlist | | FALSE | senticosus | Russia | 1998-10-10 | ⋯ | 1998-10-10 | | | 43.22997 | Приморский край | Eleutherococcus | 19 | | NA | г. Владивосток, окрестности водохранилища Седанка, склон южной экспозиции, разнопородный лиственный лес с черной пихтой. | \n", "\n", "\n", "\n", "$warnings\n", ": \n", "\n", "\n", "\n", "\n" ], "text/plain": [ "$errors\n", "list()\n", "\n", "$data\n", " species_authorship updated family acronym species_status\n", "1 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE VBGI From plantlist\n", "2 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE VBGI From plantlist\n", "3 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "4 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "5 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "6 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "7 (Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE ABGI From plantlist\n", "8 (Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE ABGI From plantlist\n", "9 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "10 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "11 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "12 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "13 (Nakai) Nakai 2017-06-13 ARALIACEAE ABGI From plantlist\n", "14 (Nakai) Nakai 2017-06-13 ARALIACEAE ABGI From plantlist\n", "15 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "16 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "17 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "18 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "19 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "20 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "21 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "22 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "23 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "24 C.A.Mey. 2017-06-13 ARALIACEAE ABGI From plantlist\n", "25 (Rupr. & Maxim.) Maxim. 2017-06-13 ARALIACEAE VBGI From plantlist\n", "26 (Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE VBGI From plantlist\n", "27 (Rupr. & Maxim.) S.Y.Hu 2017-06-13 ARALIACEAE VBGI From plantlist\n", "28 Kitag. 2017-03-22 ARALIACEAE VBGI From plantlist\n", "29 Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "30 Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "31 Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "32 Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "33 Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "34 Kitag. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "35 (Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "36 (Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "37 (Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "38 (Thunb.) Koidz. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "39 C.A.Mey. 2017-07-11 ARALIACEAE VBGI From plantlist\n", "40 (Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist\n", "41 (Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist\n", "42 (Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist\n", "43 (Rupr. & Maxim.) S.Y.Hu 2017-08-17 ARALIACEAE ABGI From plantlist\n", "44 (Thunb.) Koidz. 2017-08-17 ARALIACEAE ABGI From plantlist\n", "45 (Rupr. & Maxim.) Maxim. 2017-08-17 ARALIACEAE ABGI From plantlist\n", " significance gpsbased species_epithet country identification_finished\n", "1 FALSE senticosus Russia \n", "2 FALSE senticosus Russia \n", "3 FALSE senticosus Russia \n", "4 FALSE senticosus Russia \n", "5 FALSE senticosus Russia 2016-08-12\n", "6 FALSE senticosus Russia 2016-08-12\n", "7 FALSE sessiliflorus Russia 1989-06-19\n", "8 FALSE sessiliflorus Russia 1989-06-19\n", "9 FALSE senticosus Russia 1990-08-11\n", "10 FALSE senticosus Russia 1990-08-11\n", "11 FALSE senticosus Russia 2005-08-25\n", "12 FALSE senticosus Russia 2014-09-20\n", "13 FALSE elatus Russia 2014-09-14\n", "14 FALSE elatus Russia 2014-09-14\n", "15 FALSE ginseng Russia \n", "16 FALSE ginseng Russia \n", "17 FALSE ginseng Russia \n", "18 FALSE ginseng Russia \n", "19 FALSE ginseng Russia \n", "20 FALSE ginseng Russia \n", "21 FALSE ginseng Russia \n", "22 FALSE ginseng Russia \n", "23 FALSE ginseng Russia \n", "24 FALSE ginseng Russia \n", "25 FALSE senticosus Russia \n", "26 TRUE sessiliflorus Russia \n", "27 TRUE sessiliflorus Russia \n", "28 FALSE continentalis Russia \n", "29 TRUE continentalis Russia \n", "30 TRUE continentalis Russia \n", "31 TRUE continentalis Russia \n", "32 TRUE continentalis Russia \n", "33 TRUE continentalis Russia \n", "34 TRUE continentalis Russia \n", "35 TRUE septemlobus Russia \n", "36 TRUE septemlobus Russia \n", "37 TRUE septemlobus Russia \n", "38 TRUE septemlobus Russia \n", "39 TRUE ginseng Russia \n", "40 FALSE senticosus Russia 1997-08-16\n", "41 FALSE senticosus Russia 1999-01-17\n", "42 FALSE senticosus Russia 1991-06-26\n", "43 FALSE sessiliflorus Russia 1988-08-06\n", "44 FALSE septemlobus Russia 1995-08-11\n", "45 FALSE senticosus Russia 1998-10-10\n", " infraspecific_authorship identification_started dethistory images\n", "1 2016-08-11 NULL NULL\n", "2 2016-07-31 NULL NULL\n", "3 NULL NULL\n", "4 NULL NULL\n", "5 2016-08-12 NULL NULL\n", "6 2016-08-12 NULL NULL\n", "7 1989-06-19 NULL NULL\n", "8 1989-06-19 NULL NULL\n", "9 1990-08-11 NULL NULL\n", "10 1990-08-11 NULL NULL\n", "11 2005-08-25 NULL NULL\n", "12 2014-09-20 NULL NULL\n", "13 2014-09-14 NULL NULL\n", "14 2014-09-14 NULL NULL\n", "15 NULL NULL\n", "16 NULL NULL\n", "17 NULL NULL\n", "18 NULL NULL\n", "19 NULL NULL\n", "20 NULL NULL\n", "21 NULL NULL\n", "22 NULL NULL\n", "23 NULL NULL\n", "24 NULL NULL\n", "25 2016-07-31 NULL NULL\n", "26 2016-06-07 NULL NULL\n", "27 2016-06-07 NULL NULL\n", "28 2001-07-04 NULL NULL\n", "29 2015-07-08 NULL NULL\n", "30 2015-09-17 NULL NULL\n", "31 2015-09-17 NULL NULL\n", "32 2015-09-17 NULL NULL\n", "33 2015-09-17 NULL NULL\n", "34 2015-06-17 NULL NULL\n", "35 2015-09-16 NULL NULL\n", "36 2015-09-16 NULL NULL\n", "37 2015-09-16 NULL NULL\n", "38 2015-09-16 NULL NULL\n", "39 2015-09-17 NULL NULL\n", "40 1997-08-16 NULL NULL\n", "41 1999-01-17 NULL NULL\n", "42 1991-06-26 NULL NULL\n", "43 1988-08-06 NULL NULL\n", "44 1995-08-11 NULL NULL\n", "45 1998-10-10 NULL NULL\n", " infraspecific_rank collection_started id genus_authorship\n", "1 2016-08-11 52 \n", "2 2016-07-31 91 \n", "3 612 \n", "4 613 \n", "5 2016-08-12 614 \n", "6 2016-08-12 615 \n", "7 1989-06-19 616 \n", "8 1989-06-19 617 \n", "9 1990-08-11 618 \n", "10 1990-08-11 619 \n", "11 2005-08-25 620 \n", "12 2014-09-20 621 \n", "13 2014-09-14 622 \n", "14 2014-09-14 623 \n", "15 624 \n", "16 625 \n", "17 626 \n", "18 627 \n", "19 628 \n", "20 629 \n", "21 630 \n", "22 631 \n", "23 632 \n", "24 633 \n", "25 2016-07-31 1694 \n", "26 2016-06-07 1979 \n", "27 2016-06-07 2418 \n", "28 2001-07-04 2823 \n", "29 2015-07-08 23750 \n", "30 2015-09-17 23751 \n", "31 2015-09-17 23752 \n", "32 2015-09-17 23753 \n", "33 2015-09-17 23754 \n", "34 2015-06-17 23755 \n", "35 2015-09-16 23756 \n", "36 2015-09-16 23757 \n", "37 2015-09-16 23758 \n", "38 2015-09-16 23759 \n", "39 2015-09-17 23760 \n", "40 1997-08-16 27943 \n", "41 1998-08-02 27944 \n", "42 1991-06-26 27945 \n", "43 1988-08-06 27946 \n", "44 1995-08-11 27947 \n", "45 1998-10-10 27948 \n", " species_fullname species_id\n", "1 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "2 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "3 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "4 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "5 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "6 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "7 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu 49702\n", "8 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu 49702\n", "9 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "10 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "11 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "12 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "13 Oplopanax elatus (Nakai) Nakai 50074\n", "14 Oplopanax elatus (Nakai) Nakai 50074\n", "15 Panax ginseng C.A.Mey. 50309\n", "16 Panax ginseng C.A.Mey. 50309\n", "17 Panax ginseng C.A.Mey. 50309\n", "18 Panax ginseng C.A.Mey. 50309\n", "19 Panax ginseng C.A.Mey. 50309\n", "20 Panax ginseng C.A.Mey. 50309\n", "21 Panax ginseng C.A.Mey. 50309\n", "22 Panax ginseng C.A.Mey. 50309\n", "23 Panax ginseng C.A.Mey. 50309\n", "24 Panax ginseng C.A.Mey. 50309\n", "25 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "26 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu 49702\n", "27 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu 49702\n", "28 Aralia continentalis Kitag. 49359\n", "29 Aralia continentalis Kitag. 49359\n", "30 Aralia continentalis Kitag. 49359\n", "31 Aralia continentalis Kitag. 49359\n", "32 Aralia continentalis Kitag. 49359\n", "33 Aralia continentalis Kitag. 49359\n", "34 Aralia continentalis Kitag. 49359\n", "35 Kalopanax septemlobus (Thunb.) Koidz. 50008\n", "36 Kalopanax septemlobus (Thunb.) Koidz. 50008\n", "37 Kalopanax septemlobus (Thunb.) Koidz. 50008\n", "38 Kalopanax septemlobus (Thunb.) Koidz. 50008\n", "39 Panax ginseng C.A.Mey. 50309\n", "40 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "41 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "42 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", "43 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu 49702\n", "44 Kalopanax septemlobus (Thunb.) Koidz. 50008\n", "45 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. 49700\n", " collectors\n", "1 Андышева Е.А.\n", "2 Корзников К.А.\n", "3 Морозова Г.Ю.\n", "4 Морозова Г.Ю.\n", "5 Ступникова Т.В.\n", "6 Ступникова Т.В.\n", "7 Старченко В.М.\n", "8 Старченко В.М.\n", "9 Старченко В.М., Елизаров А.\n", "10 Старченко В.М., Дарман Г.Ф.\n", "11 Шатохина А.В. \n", "12 Андышева Е.В.\n", "13 Андышева Е.В.\n", "14 Андышева Е.В.\n", "15 Горовой П.Г.\n", "16 Горовой П.Г.\n", "17 Горовой П.Г.\n", "18 Горовой П.Г.\n", "19 Горовой П.Г.\n", "20 Горовой П.Г.\n", "21 Горовой П.Г.\n", "22 Горовой П.Г.\n", "23 Горовой П.Г.\n", "24 Горовой П.Г.\n", "25 Корзников К.А.\n", "26 Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А.\n", "27 Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А.\n", "28 Безделева Т.А.\n", "29 Колдаева М.Н., Калинкина В.А., Пименова Е.А.\n", "30 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "31 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "32 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "33 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "34 Колдаева М.Н., Калинкина В.А., Пименова Е.А., Верхолат В.П.\n", "35 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "36 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "37 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "38 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "39 Пименова Е.А., Нестерова С.В., Петруненко Е.А.\n", "40 Kharkevich S., Buch T.\n", "41 Кузьмин А.А.\n", "42 Kharkevich S., Buch T.\n", "43 Kharkevich S., Buch T.\n", "44 Kharkevich S., Buch T.\n", "45 Кузьмин А.А.\n", " district created devstage altitude\n", "1 Кур-Урминский район 2016-12-30 \n", "2 Кур-Урминский район 2016-12-30 \n", "3 Тамбовский район 2017-01-23 Development stage partly 122\n", "4 Тамбовский район 2017-01-23 Development stage partly 122\n", "5 Хабаровский район 2017-01-23 Development stage partly 76\n", "6 Хабаровский район 2017-01-23 Development stage partly 76\n", "7 Октябрьский район 2017-01-23 Development stage partly 73\n", "8 Октябрьский район 2017-01-23 Development stage partly 73\n", "9 Константиновский район 2017-01-23 Development stage partly 7\n", "10 Константиновский район 2017-01-23 Development stage partly 7\n", "11 Архаринский район 2017-01-23 Development stage partly 160\n", "12 Чугуевский район 2017-01-23 Development stage partly 226\n", "13 Чугуевский район 2017-01-23 Development stage partly 226\n", "14 Чугуевский район 2017-01-23 Development stage partly 266\n", "15 2017-01-23 Development stage partly 266\n", "16 2017-01-23 Development stage partly 266\n", "17 2017-01-23 Development stage partly 266\n", "18 2017-01-23 Development stage partly 266\n", "19 2017-01-23 Development stage partly 266\n", "20 2017-01-23 Development stage partly 266\n", "21 2017-01-23 Development stage partly 266\n", "22 2017-01-23 Development stage partly 266\n", "23 2017-01-23 Development stage partly 266\n", "24 2017-01-23 Development stage partly 266\n", "25 Кур-Урминский район 2017-02-15 \n", "26 Уссурийский городской округ 2017-02-28 470\n", "27 Уссурийский городской округ 2017-03-09 470\n", "28 Хасанский район 2017-03-20 Development stage partly \n", "29 Хасанский район 2017-06-12 273\n", "30 Хасанский район 2017-06-12 509\n", "31 Хасанский район 2017-06-12 509\n", "32 Хасанский район 2017-06-12 509\n", "33 Хасанский район 2017-06-12 509\n", "34 Хасанский район 2017-06-12 426\n", "35 Хасанский район 2017-06-12 217\n", "36 Хасанский район 2017-06-12 185\n", "37 Хасанский район 2017-06-12 185\n", "38 Хасанский район 2017-06-12 185\n", "39 Хасанский район 2017-06-12 496\n", "40 2017-08-17 Development stage partly 270\n", "41 Тернейский район 2017-08-17 Development stage partly 400\n", "42 2017-08-17 Development stage partly 270\n", "43 2017-08-17 Development stage partly 250\n", "44 2017-08-17 Development stage partly 240\n", "45 2017-08-17 Development stage partly 270\n", " identifiers country_id\n", "1 Андышева Е.А. 162\n", "2 Корзников К.А. 162\n", "3 Морозова Г.Ю. 162\n", "4 Морозова Г.Ю. 162\n", "5 Ступникова Т.В. 162\n", "6 Ступникова Т.В. 162\n", "7 Старченко В.М. 162\n", "8 Старченко В.М. 162\n", "9 Старченко В.М. 162\n", "10 Старченко В.М. 162\n", "11 Ступникова Т.В. 162\n", "12 Дарман Г.Ф. 162\n", "13 Ступникова Т.В. 162\n", "14 Ступникова Т.В. 162\n", "15 Горовой П.Г. 162\n", "16 Горовой П.Г. 162\n", "17 Горовой П.Г. 162\n", "18 Горовой П.Г. 162\n", "19 Горовой П.Г. 162\n", "20 Горовой П.Г. 162\n", "21 Горовой П.Г. 162\n", "22 Горовой П.Г. 162\n", "23 Горовой П.Г. 162\n", "24 Горовой П.Г. 162\n", "25 Корзников К.А. 162\n", "26 Пименова Е.А. 162\n", "27 162\n", "28 Безделева Т.А. 162\n", "29 Колдаева М.Н., Калинкина В.А., Пименова Е.А. 162\n", "30 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "31 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "32 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "33 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "34 Колдаева М.Н., Калинкина В.А., Пименова Е.А., Верхолат В.П. 162\n", "35 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "36 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "37 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "38 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "39 Пименова Е.А., Нестерова С.В., Петруненко Е.А. 162\n", "40 Kharkevich S. 162\n", "41 Кузьмин А.А. 162\n", "42 Kharkevich S. 162\n", "43 Kharkevich S. 162\n", "44 Kharkevich S. 162\n", "45 Кузьмин А.А. 162\n", " family_authorship longitude note itemcode additionals collection_finished\n", "1 134.7095 140050 NULL \n", "2 134.7152 140049 NULL \n", "3 127.7298 NULL \n", "4 127.7298 NULL \n", "5 134.1659 NULL 2016-08-12\n", "6 134.1659 NULL 2016-08-12\n", "7 131.0518 NULL 1989-06-19\n", "8 130.9927 NULL 1989-06-19\n", "9 127.9516 NULL 1990-08-11\n", "10 127.9468 NULL 1990-08-11\n", "11 130.7922 NULL 2005-08-25\n", "12 133.5153 NULL 2014-09-20\n", "13 133.5153 NULL 2014-09-14\n", "14 133.9338 NULL 2014-09-14\n", "15 133.7338 NULL \n", "16 134.1898 NULL \n", "17 134.0332 NULL \n", "18 135.7031 NULL \n", "19 135.7031 NULL \n", "20 135.7031 NULL \n", "21 135.7031 NULL \n", "22 135.7031 NULL \n", "23 135.7031 NULL \n", "24 135.7031 NULL \n", "25 134.7152 140051 NULL \n", "26 131.3542 142701 NULL \n", "27 131.3542 145251 NULL \n", "28 NA 500195 NULL \n", "29 131.4121 Т.385 146350 NULL \n", "30 131.4895 Т.386 146351 NULL \n", "31 131.4895 Т.386 146352 NULL \n", "32 131.4895 Т.386 146354 NULL \n", "33 131.4895 Т.386 146353 NULL \n", "34 130.7281 146355 NULL \n", "35 131.5526 Т.384 146356 NULL \n", "36 131.5535 Т.381 146357 NULL \n", "37 131.5535 Т.381 146359 NULL \n", "38 131.5535 Т.381 146358 NULL \n", "39 131.4877 Т.387 146361 NULL \n", "40 132.0586 NULL 1997-08-16\n", "41 135.3591 NULL 1998-08-02\n", "42 132.0514 NULL 1991-06-26\n", "43 132.8601 NULL 1988-08-06\n", "44 132.0421 NULL 1995-08-11\n", "45 132.0394 NULL 1998-10-10\n", " branch short_note latitude region\n", "1 50.27938 Хабаровский край\n", "2 50.28341 Хабаровский край\n", "3 49.84374 Амурская область\n", "4 49.84374 Амурская область\n", "5 48.43490 Хабаровский край\n", "6 48.43490 Хабаровский край\n", "7 47.87721 Еврейская Автономная Область \n", "8 47.79517 Еврейская Автономная Область \n", "9 49.62539 Амурская область\n", "10 49.62272 Амурская область\n", "11 49.12107 Амурская область\n", "12 44.09590 Приморский край\n", "13 44.09590 Приморский край\n", "14 44.13534 Приморский край\n", "15 44.48524 Приморский край \n", "16 44.53421 Приморский край\n", "17 44.84029 Приморский край\n", "18 45.58329 Приморский край\n", "19 45.58329 Приморский край\n", "20 45.58329 Приморский край\n", "21 45.58329 Приморский край\n", "22 45.58329 Приморский край\n", "23 45.58329 Приморский край\n", "24 45.58329 Приморский край\n", "25 50.28341 Хабаровский край\n", "26 43.57740 Приморский край\n", "27 43.57740 Приморский край\n", "28 Herbarium of Life forms NA Приморский край\n", "29 43.38194 Приморский край\n", "30 43.39149 Приморский край\n", "31 43.39149 Приморский край\n", "32 43.39149 Приморский край\n", "33 43.39149 Приморский край\n", "34 43.81050 Приморский край\n", "35 43.36817 Приморский край\n", "36 43.36451 Приморский край\n", "37 43.36451 Приморский край\n", "38 43.36451 Приморский край\n", "39 43.36921 Приморский край\n", "40 43.14687 Primorskiy territory\n", "41 45.16695 Приморский край\n", "42 43.14978 Primorskiy territory\n", "43 42.83889 Primorskiy territory\n", "44 43.15200 Primorskiy territory\n", "45 43.22997 Приморский край\n", " genus fieldid infraspecific_epithet type_status\n", "1 Eleutherococcus NA\n", "2 Eleutherococcus NA\n", "3 Eleutherococcus NA\n", "4 Eleutherococcus NA\n", "5 Eleutherococcus NA\n", "6 Eleutherococcus NA\n", "7 Eleutherococcus NA\n", "8 Eleutherococcus NA\n", "9 Eleutherococcus NA\n", "10 Eleutherococcus NA\n", "11 Eleutherococcus NA\n", "12 Eleutherococcus NA\n", "13 Oplopanax NA\n", "14 Oplopanax NA\n", "15 Panax NA\n", "16 Panax NA\n", "17 Panax NA\n", "18 Panax NA\n", "19 Panax NA\n", "20 Panax NA\n", "21 Panax NA\n", "22 Panax NA\n", "23 Panax NA\n", "24 Panax NA\n", "25 Eleutherococcus NA\n", "26 Eleutherococcus NA\n", "27 Eleutherococcus NA\n", "28 Aralia NA\n", "29 Aralia NA\n", "30 Aralia NA\n", "31 Aralia NA\n", "32 Aralia NA\n", "33 Aralia NA\n", "34 Aralia NA\n", "35 Kalopanax NA\n", "36 Kalopanax NA\n", "37 Kalopanax NA\n", "38 Kalopanax NA\n", "39 Panax NA\n", "40 Eleutherococcus 592 b NA\n", "41 Eleutherococcus NA\n", "42 Eleutherococcus 592 a NA\n", "43 Eleutherococcus 593 NA\n", "44 Kalopanax 1104 NA\n", "45 Eleutherococcus 19 NA\n", " details\n", "1 Долина реки Ярап, долинный тополевый лес\n", "2 Долина реки Ярап, старица, долинный чозениево-тополевый лес\n", "3 Муравьевский природный парк, в посадках. \n", "4 Муравьевский природный парк, в посадках. \n", "5 Долинный остров, лес в пойме р.Ярап.\n", "6 р.Ярап\n", "7 Екатерино- Никольское, медвежий утес.\n", "8 Екатерино- Никольское, медвежий утес. \n", "9 Остров Виноградный, пойменный лес. \n", "10 Остров Виноградный.\n", "11 Окрестности с.Кундур, лес. \n", "12 Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. \n", "13 Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес. \n", "14 Сихотэ-Алинь, маршрут на г. Снежная, перевал Пузико, лес.\n", "15 \n", "16 \n", "17 \n", "18 \n", "19 \n", "20 \n", "21 \n", "22 \n", "23 \n", "24 \n", "25 Долина реки Ярап, старица, долинный чозениево-тополевый лес\n", "26 с. Монакино, НП Земля леопарда, ручей Каменистый, долинный лес\n", "27 с. Монакино, НП Земля леопарда, ручей Каменистый, под склоном\n", "28 окр. п. Витязь, бухта Витязь, широколиственный лес по склону к морю\n", "29 р. Амба. Водораздел руч. Антоновского и руч. Безымянный, нижняя часть склона, смешанный лес\n", "30 р. Грязная, водораздел рек Левая Грязная и Ананьевка, смешанный лес\n", "31 р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес\n", "32 р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес\n", "33 р. Грязная, водораздел рек Левая Грязная и Ананьевка. Смешанный лес\n", "34 c. Цуканово, склоны г. Луна, редко\n", "35 р. Грязная, водораздел рек Левая Грязная и Ананьевка. Широколиственный лес с пихтой \n", "36 р. Грязная, р. Левая Грязная, склон, дубняк\n", "37 р. Грязная, р. Левая Грязная, склон, дубняк\n", "38 р. Грязная, р. Левая Грязная, склон, дубняк\n", "39 р. Грязная, водораздел р. Левая Грязная и Ананьевка, смешанный лес\n", "40 Suburb of Vladivostok, vicinity of Academic town, broad-leaved forest, wiht Corydalis ambigua and Ranunculus ussuriensis,abundant. \n", "41 Сихотэ-Алинский заповедник, среднее течение реки Сиды, окрестности Зимовейный, разнопородный хвойно-лмиственный лесв пойме ручьяю \n", "42 Suburb of Vladivostok, vicinity of Academic town, edge of broad-leaved forest, frequent.\n", "43 Suburb of Nakhodka, Marine biologic station 'Vostok\", edge of Quercus mongolica forest, frequent. \n", "44 Suburb of Vladivostok, Academic town, broad-leaved forest, solitary trees, common. \n", "45 г. Владивосток, окрестности водохранилища Седанка, склон южной экспозиции, разнопородный лиственный лес с черной пихтой.\n", "\n", "$warnings\n", "list()\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "araliaceae_records" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "export_data <- araliaceae_records$data[,c('id','species_fullname','collectors','latitude','longitude','altitude')]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Show the data to be exported:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
idspecies_fullnamecollectorslatitudelongitudealtitude
52 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Андышева Е.А. 50.27938 134.7095
91 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Корзников К.А. 50.28341 134.7152
612 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Морозова Г.Ю. 49.84374 127.7298 122
613 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Морозова Г.Ю. 49.84374 127.7298 122
614 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Ступникова Т.В. 48.43490 134.1659 76
615 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Ступникова Т.В. 48.43490 134.1659 76
616 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu Старченко В.М. 47.87721 131.0518 73
617 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu Старченко В.М. 47.79517 130.9927 73
618 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Старченко В.М., Елизаров А. 49.62539 127.9516 7
619 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Старченко В.М., Дарман Г.Ф. 49.62272 127.9468 7
620 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Шатохина А.В. 49.12107 130.7922 160
621 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Андышева Е.В. 44.09590 133.5153 226
622 Oplopanax elatus (Nakai) Nakai Андышева Е.В. 44.09590 133.5153 226
623 Oplopanax elatus (Nakai) Nakai Андышева Е.В. 44.13534 133.9338 266
624 Panax ginseng C.A.Mey. Горовой П.Г. 44.48524 133.7338 266
625 Panax ginseng C.A.Mey. Горовой П.Г. 44.53421 134.1898 266
626 Panax ginseng C.A.Mey. Горовой П.Г. 44.84029 134.0332 266
627 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
628 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
629 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
630 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
631 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
632 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
633 Panax ginseng C.A.Mey. Горовой П.Г. 45.58329 135.7031 266
1694 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Корзников К.А. 50.28341 134.7152
1979 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А.43.57740 131.3542 470
2418 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А.43.57740 131.3542 470
2823 Aralia continentalis Kitag. Безделева Т.А. NA NA
23750 Aralia continentalis Kitag. Колдаева М.Н., Калинкина В.А., Пименова Е.А. 43.38194 131.4121 273
23751 Aralia continentalis Kitag. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.39149 131.4895 509
23752 Aralia continentalis Kitag. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.39149 131.4895 509
23753 Aralia continentalis Kitag. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.39149 131.4895 509
23754 Aralia continentalis Kitag. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.39149 131.4895 509
23755 Aralia continentalis Kitag. Колдаева М.Н., Калинкина В.А., Пименова Е.А., Верхолат В.П. 43.81050 130.7281 426
23756 Kalopanax septemlobus (Thunb.) Koidz. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.36817 131.5526 217
23757 Kalopanax septemlobus (Thunb.) Koidz. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.36451 131.5535 185
23758 Kalopanax septemlobus (Thunb.) Koidz. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.36451 131.5535 185
23759 Kalopanax septemlobus (Thunb.) Koidz. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.36451 131.5535 185
23760 Panax ginseng C.A.Mey. Пименова Е.А., Нестерова С.В., Петруненко Е.А. 43.36921 131.4877 496
27943 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Kharkevich S., Buch T. 43.14687 132.0586 270
27944 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Кузьмин А.А. 45.16695 135.3591 400
27945 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Kharkevich S., Buch T. 43.14978 132.0514 270
27946 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu Kharkevich S., Buch T. 42.83889 132.8601 250
27947 Kalopanax septemlobus (Thunb.) Koidz. Kharkevich S., Buch T. 43.15200 132.0421 240
27948 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. Кузьмин А.А. 43.22997 132.0394 270
\n" ], "text/latex": [ "\\begin{tabular}{r|llllll}\n", " id & species\\_fullname & collectors & latitude & longitude & altitude\\\\\n", "\\hline\n", "\t 52 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Андышева Е.А. & 50.27938 & 134.7095 & \\\\\n", "\t 91 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Корзников К.А. & 50.28341 & 134.7152 & \\\\\n", "\t 612 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Морозова Г.Ю. & 49.84374 & 127.7298 & 122 \\\\\n", "\t 613 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Морозова Г.Ю. & 49.84374 & 127.7298 & 122 \\\\\n", "\t 614 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Ступникова Т.В. & 48.43490 & 134.1659 & 76 \\\\\n", "\t 615 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Ступникова Т.В. & 48.43490 & 134.1659 & 76 \\\\\n", "\t 616 & Eleutherococcus sessiliflorus (Rupr. \\& Maxim.) S.Y.Hu & Старченко В.М. & 47.87721 & 131.0518 & 73 \\\\\n", "\t 617 & Eleutherococcus sessiliflorus (Rupr. \\& Maxim.) S.Y.Hu & Старченко В.М. & 47.79517 & 130.9927 & 73 \\\\\n", "\t 618 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Старченко В.М., Елизаров А. & 49.62539 & 127.9516 & 7 \\\\\n", "\t 619 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Старченко В.М., Дарман Г.Ф. & 49.62272 & 127.9468 & 7 \\\\\n", "\t 620 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Шатохина А.В. & 49.12107 & 130.7922 & 160 \\\\\n", "\t 621 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Андышева Е.В. & 44.09590 & 133.5153 & 226 \\\\\n", "\t 622 & Oplopanax elatus (Nakai) Nakai & Андышева Е.В. & 44.09590 & 133.5153 & 226 \\\\\n", "\t 623 & Oplopanax elatus (Nakai) Nakai & Андышева Е.В. & 44.13534 & 133.9338 & 266 \\\\\n", "\t 624 & Panax ginseng C.A.Mey. & Горовой П.Г. & 44.48524 & 133.7338 & 266 \\\\\n", "\t 625 & Panax ginseng C.A.Mey. & Горовой П.Г. & 44.53421 & 134.1898 & 266 \\\\\n", "\t 626 & Panax ginseng C.A.Mey. & Горовой П.Г. & 44.84029 & 134.0332 & 266 \\\\\n", "\t 627 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 628 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 629 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 630 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 631 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 632 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 633 & Panax ginseng C.A.Mey. & Горовой П.Г. & 45.58329 & 135.7031 & 266 \\\\\n", "\t 1694 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Корзников К.А. & 50.28341 & 134.7152 & \\\\\n", "\t 1979 & Eleutherococcus sessiliflorus (Rupr. \\& Maxim.) S.Y.Hu & Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А. & 43.57740 & 131.3542 & 470 \\\\\n", "\t 2418 & Eleutherococcus sessiliflorus (Rupr. \\& Maxim.) S.Y.Hu & Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А. & 43.57740 & 131.3542 & 470 \\\\\n", "\t 2823 & Aralia continentalis Kitag. & Безделева Т.А. & NA & NA & \\\\\n", "\t 23750 & Aralia continentalis Kitag. & Колдаева М.Н., Калинкина В.А., Пименова Е.А. & 43.38194 & 131.4121 & 273 \\\\\n", "\t 23751 & Aralia continentalis Kitag. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.39149 & 131.4895 & 509 \\\\\n", "\t 23752 & Aralia continentalis Kitag. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.39149 & 131.4895 & 509 \\\\\n", "\t 23753 & Aralia continentalis Kitag. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.39149 & 131.4895 & 509 \\\\\n", "\t 23754 & Aralia continentalis Kitag. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.39149 & 131.4895 & 509 \\\\\n", "\t 23755 & Aralia continentalis Kitag. & Колдаева М.Н., Калинкина В.А., Пименова Е.А., Верхолат В.П. & 43.81050 & 130.7281 & 426 \\\\\n", "\t 23756 & Kalopanax septemlobus (Thunb.) Koidz. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.36817 & 131.5526 & 217 \\\\\n", "\t 23757 & Kalopanax septemlobus (Thunb.) Koidz. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.36451 & 131.5535 & 185 \\\\\n", "\t 23758 & Kalopanax septemlobus (Thunb.) Koidz. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.36451 & 131.5535 & 185 \\\\\n", "\t 23759 & Kalopanax septemlobus (Thunb.) Koidz. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.36451 & 131.5535 & 185 \\\\\n", "\t 23760 & Panax ginseng C.A.Mey. & Пименова Е.А., Нестерова С.В., Петруненко Е.А. & 43.36921 & 131.4877 & 496 \\\\\n", "\t 27943 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Kharkevich S., Buch T. & 43.14687 & 132.0586 & 270 \\\\\n", "\t 27944 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Кузьмин А.А. & 45.16695 & 135.3591 & 400 \\\\\n", "\t 27945 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Kharkevich S., Buch T. & 43.14978 & 132.0514 & 270 \\\\\n", "\t 27946 & Eleutherococcus sessiliflorus (Rupr. \\& Maxim.) S.Y.Hu & Kharkevich S., Buch T. & 42.83889 & 132.8601 & 250 \\\\\n", "\t 27947 & Kalopanax septemlobus (Thunb.) Koidz. & Kharkevich S., Buch T. & 43.15200 & 132.0421 & 240 \\\\\n", "\t 27948 & Eleutherococcus senticosus (Rupr. \\& Maxim.) Maxim. & Кузьмин А.А. & 43.22997 & 132.0394 & 270 \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "id | species_fullname | collectors | latitude | longitude | altitude | \n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| 52 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Андышева Е.А. | 50.27938 | 134.7095 | | \n", "| 91 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Корзников К.А. | 50.28341 | 134.7152 | | \n", "| 612 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Морозова Г.Ю. | 49.84374 | 127.7298 | 122 | \n", "| 613 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Морозова Г.Ю. | 49.84374 | 127.7298 | 122 | \n", "| 614 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Ступникова Т.В. | 48.43490 | 134.1659 | 76 | \n", "| 615 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Ступникова Т.В. | 48.43490 | 134.1659 | 76 | \n", "| 616 | Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu | Старченко В.М. | 47.87721 | 131.0518 | 73 | \n", "| 617 | Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu | Старченко В.М. | 47.79517 | 130.9927 | 73 | \n", "| 618 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Старченко В.М., Елизаров А. | 49.62539 | 127.9516 | 7 | \n", "| 619 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Старченко В.М., Дарман Г.Ф. | 49.62272 | 127.9468 | 7 | \n", "| 620 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Шатохина А.В. | 49.12107 | 130.7922 | 160 | \n", "| 621 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Андышева Е.В. | 44.09590 | 133.5153 | 226 | \n", "| 622 | Oplopanax elatus (Nakai) Nakai | Андышева Е.В. | 44.09590 | 133.5153 | 226 | \n", "| 623 | Oplopanax elatus (Nakai) Nakai | Андышева Е.В. | 44.13534 | 133.9338 | 266 | \n", "| 624 | Panax ginseng C.A.Mey. | Горовой П.Г. | 44.48524 | 133.7338 | 266 | \n", "| 625 | Panax ginseng C.A.Mey. | Горовой П.Г. | 44.53421 | 134.1898 | 266 | \n", "| 626 | Panax ginseng C.A.Mey. | Горовой П.Г. | 44.84029 | 134.0332 | 266 | \n", "| 627 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 628 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 629 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 630 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 631 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 632 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 633 | Panax ginseng C.A.Mey. | Горовой П.Г. | 45.58329 | 135.7031 | 266 | \n", "| 1694 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Корзников К.А. | 50.28341 | 134.7152 | | \n", "| 1979 | Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu | Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А. | 43.57740 | 131.3542 | 470 | \n", "| 2418 | Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu | Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А. | 43.57740 | 131.3542 | 470 | \n", "| 2823 | Aralia continentalis Kitag. | Безделева Т.А. | NA | NA | | \n", "| 23750 | Aralia continentalis Kitag. | Колдаева М.Н., Калинкина В.А., Пименова Е.А. | 43.38194 | 131.4121 | 273 | \n", "| 23751 | Aralia continentalis Kitag. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.39149 | 131.4895 | 509 | \n", "| 23752 | Aralia continentalis Kitag. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.39149 | 131.4895 | 509 | \n", "| 23753 | Aralia continentalis Kitag. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.39149 | 131.4895 | 509 | \n", "| 23754 | Aralia continentalis Kitag. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.39149 | 131.4895 | 509 | \n", "| 23755 | Aralia continentalis Kitag. | Колдаева М.Н., Калинкина В.А., Пименова Е.А., Верхолат В.П. | 43.81050 | 130.7281 | 426 | \n", "| 23756 | Kalopanax septemlobus (Thunb.) Koidz. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.36817 | 131.5526 | 217 | \n", "| 23757 | Kalopanax septemlobus (Thunb.) Koidz. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.36451 | 131.5535 | 185 | \n", "| 23758 | Kalopanax septemlobus (Thunb.) Koidz. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.36451 | 131.5535 | 185 | \n", "| 23759 | Kalopanax septemlobus (Thunb.) Koidz. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.36451 | 131.5535 | 185 | \n", "| 23760 | Panax ginseng C.A.Mey. | Пименова Е.А., Нестерова С.В., Петруненко Е.А. | 43.36921 | 131.4877 | 496 | \n", "| 27943 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Kharkevich S., Buch T. | 43.14687 | 132.0586 | 270 | \n", "| 27944 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Кузьмин А.А. | 45.16695 | 135.3591 | 400 | \n", "| 27945 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Kharkevich S., Buch T. | 43.14978 | 132.0514 | 270 | \n", "| 27946 | Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu | Kharkevich S., Buch T. | 42.83889 | 132.8601 | 250 | \n", "| 27947 | Kalopanax septemlobus (Thunb.) Koidz. | Kharkevich S., Buch T. | 43.15200 | 132.0421 | 240 | \n", "| 27948 | Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. | Кузьмин А.А. | 43.22997 | 132.0394 | 270 | \n", "\n", "\n" ], "text/plain": [ " id species_fullname \n", "1 52 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "2 91 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "3 612 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "4 613 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "5 614 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "6 615 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "7 616 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu\n", "8 617 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu\n", "9 618 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "10 619 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "11 620 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "12 621 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "13 622 Oplopanax elatus (Nakai) Nakai \n", "14 623 Oplopanax elatus (Nakai) Nakai \n", "15 624 Panax ginseng C.A.Mey. \n", "16 625 Panax ginseng C.A.Mey. \n", "17 626 Panax ginseng C.A.Mey. \n", "18 627 Panax ginseng C.A.Mey. \n", "19 628 Panax ginseng C.A.Mey. \n", "20 629 Panax ginseng C.A.Mey. \n", "21 630 Panax ginseng C.A.Mey. \n", "22 631 Panax ginseng C.A.Mey. \n", "23 632 Panax ginseng C.A.Mey. \n", "24 633 Panax ginseng C.A.Mey. \n", "25 1694 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "26 1979 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu\n", "27 2418 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu\n", "28 2823 Aralia continentalis Kitag. \n", "29 23750 Aralia continentalis Kitag. \n", "30 23751 Aralia continentalis Kitag. \n", "31 23752 Aralia continentalis Kitag. \n", "32 23753 Aralia continentalis Kitag. \n", "33 23754 Aralia continentalis Kitag. \n", "34 23755 Aralia continentalis Kitag. \n", "35 23756 Kalopanax septemlobus (Thunb.) Koidz. \n", "36 23757 Kalopanax septemlobus (Thunb.) Koidz. \n", "37 23758 Kalopanax septemlobus (Thunb.) Koidz. \n", "38 23759 Kalopanax septemlobus (Thunb.) Koidz. \n", "39 23760 Panax ginseng C.A.Mey. \n", "40 27943 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "41 27944 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "42 27945 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", "43 27946 Eleutherococcus sessiliflorus (Rupr. & Maxim.) S.Y.Hu\n", "44 27947 Kalopanax septemlobus (Thunb.) Koidz. \n", "45 27948 Eleutherococcus senticosus (Rupr. & Maxim.) Maxim. \n", " collectors \n", "1 Андышева Е.А. \n", "2 Корзников К.А. \n", "3 Морозова Г.Ю. \n", "4 Морозова Г.Ю. \n", "5 Ступникова Т.В. \n", "6 Ступникова Т.В. \n", "7 Старченко В.М. \n", "8 Старченко В.М. \n", "9 Старченко В.М., Елизаров А. \n", "10 Старченко В.М., Дарман Г.Ф. \n", "11 Шатохина А.В. \n", "12 Андышева Е.В. \n", "13 Андышева Е.В. \n", "14 Андышева Е.В. \n", "15 Горовой П.Г. \n", "16 Горовой П.Г. \n", "17 Горовой П.Г. \n", "18 Горовой П.Г. \n", "19 Горовой П.Г. \n", "20 Горовой П.Г. \n", "21 Горовой П.Г. \n", "22 Горовой П.Г. \n", "23 Горовой П.Г. \n", "24 Горовой П.Г. \n", "25 Корзников К.А. \n", "26 Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А.\n", "27 Пименова Е.А., Баркалов В.Ю., Колдаева М.Н., Нестерова С.В., Калинкина В.А.\n", "28 Безделева Т.А. \n", "29 Колдаева М.Н., Калинкина В.А., Пименова Е.А. \n", "30 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "31 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "32 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "33 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "34 Колдаева М.Н., Калинкина В.А., Пименова Е.А., Верхолат В.П. \n", "35 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "36 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "37 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "38 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "39 Пименова Е.А., Нестерова С.В., Петруненко Е.А. \n", "40 Kharkevich S., Buch T. \n", "41 Кузьмин А.А. \n", "42 Kharkevich S., Buch T. \n", "43 Kharkevich S., Buch T. \n", "44 Kharkevich S., Buch T. \n", "45 Кузьмин А.А. \n", " latitude longitude altitude\n", "1 50.27938 134.7095 \n", "2 50.28341 134.7152 \n", "3 49.84374 127.7298 122 \n", "4 49.84374 127.7298 122 \n", "5 48.43490 134.1659 76 \n", "6 48.43490 134.1659 76 \n", "7 47.87721 131.0518 73 \n", "8 47.79517 130.9927 73 \n", "9 49.62539 127.9516 7 \n", "10 49.62272 127.9468 7 \n", "11 49.12107 130.7922 160 \n", "12 44.09590 133.5153 226 \n", "13 44.09590 133.5153 226 \n", "14 44.13534 133.9338 266 \n", "15 44.48524 133.7338 266 \n", "16 44.53421 134.1898 266 \n", "17 44.84029 134.0332 266 \n", "18 45.58329 135.7031 266 \n", "19 45.58329 135.7031 266 \n", "20 45.58329 135.7031 266 \n", "21 45.58329 135.7031 266 \n", "22 45.58329 135.7031 266 \n", "23 45.58329 135.7031 266 \n", "24 45.58329 135.7031 266 \n", "25 50.28341 134.7152 \n", "26 43.57740 131.3542 470 \n", "27 43.57740 131.3542 470 \n", "28 NA NA \n", "29 43.38194 131.4121 273 \n", "30 43.39149 131.4895 509 \n", "31 43.39149 131.4895 509 \n", "32 43.39149 131.4895 509 \n", "33 43.39149 131.4895 509 \n", "34 43.81050 130.7281 426 \n", "35 43.36817 131.5526 217 \n", "36 43.36451 131.5535 185 \n", "37 43.36451 131.5535 185 \n", "38 43.36451 131.5535 185 \n", "39 43.36921 131.4877 496 \n", "40 43.14687 132.0586 270 \n", "41 45.16695 135.3591 400 \n", "42 43.14978 132.0514 270 \n", "43 42.83889 132.8601 250 \n", "44 43.15200 132.0421 240 \n", "45 43.22997 132.0394 270 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "export_data" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "write.csv(export_data, file='araliacea_dataset.csv')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `write.csv` function will create a file called `araliacea_dataset.csv` in the current working directory. One can specify a path where the file should be saved using either the `setwd` R-function (short for set working directory) or providing it in the `file` argument to the `write.csv` function (e.g. file=\"path/to/your/home/folder/araliacea_dataset.csv\")." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Emulation of OR-type search requests" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default Digital Herbarium HTTP API retrieves data that matches all provided search conditions (i.e. executes AND-type search queries). Moreover, in the current implementation of the HTTP API service, there is no way to build and execute OR-type search query as a single request. So, the only way to make OR-type requests is its emulation.\n", "Emulation of OR-type search requests assumes executing a sequence of requests and gluing retrieved data into single dataset.\n", "\n", "See OR-type search request emulation in example with two search requests presented by sets of parameters `search_parameters1` and `search_parameters2`:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "search_parameters1 <- c('identifiedby', 'Пименова', 'collectedby', 'Пименова')\n", "search_parameters2 <- c('identifiedby', 'Крестов', 'collectedby', 'Крестов')\n", "search_url1 <- paste(http_api_base_url, paste(search_parameters1[c(TRUE, FALSE)], search_parameters1[c(FALSE, TRUE)], sep='=', collapse='&'), sep='')\n", "search_url2 <- paste(http_api_base_url, paste(search_parameters2[c(TRUE, FALSE)], search_parameters2[c(FALSE, TRUE)], sep='=', collapse='&'), sep='')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "'http://botsad.ru/hitem/json/?identifiedby=Пименова&collectedby=Пименова'" ], "text/latex": [ "'http://botsad.ru/hitem/json/?identifiedby=Пименова\\&collectedby=Пименова'" ], "text/markdown": [ "'http://botsad.ru/hitem/json/?identifiedby=Пименова&collectedby=Пименова'" ], "text/plain": [ "[1] \"http://botsad.ru/hitem/json/?identifiedby=Пименова&collectedby=Пименова\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "search_url1" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "'http://botsad.ru/hitem/json/?identifiedby=Крестов&collectedby=Крестов'" ], "text/latex": [ "'http://botsad.ru/hitem/json/?identifiedby=Крестов\\&collectedby=Крестов'" ], "text/markdown": [ "'http://botsad.ru/hitem/json/?identifiedby=Крестов&collectedby=Крестов'" ], "text/plain": [ "[1] \"http://botsad.ru/hitem/json/?identifiedby=Крестов&collectedby=Крестов\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "search_url2" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "dataset1 <- fromJSON(search_url1)\n", "dataset2 <- fromJSON(search_url2)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "df1<-data.frame(dataset1$data)\n", "df2<-data.frame(dataset2$data)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "merged_data <- rbind(df1, df2)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Since HTTP API service allows making search requests only for rectangular areas, we will divide the task into stages: 1) getting a rectangular area that includes desired contour; 2) making search query by the rectangular area; 3) excluding records lying outside of the given contour.\n", "\n", "To read ESRI-shape files we will use `rgdal` package. This package uses GDAL open source library for processing geographically distributed data; this library is widely used in building various geographic information systems (GIS).\n", "\n", "Therefore, we assume that your R-ecosystem has preinstalled `rgdal` package that, in its turn, assumes installed [GDAL](http://www.gdal.org/) library on your system (since GDAL is included into Windows distribution of the `rgdal` package, existence of GDAL doesn't make sense for Windows users)." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loading required package: sp\n", "rgdal: version: 1.2-16, (SVN revision 701)\n", " Geospatial Data Abstraction Library extensions to R successfully loaded\n", " Loaded GDAL runtime: GDAL 2.1.3, released 2017/20/01\n", " Path to GDAL shared files: /usr/share/gdal\n", " GDAL binary built with GEOS: TRUE \n", " Loaded PROJ.4 runtime: Rel. 4.9.2, 08 September 2015, [PJ_VERSION: 492]\n", " Path to PROJ.4 shared files: (autodetected)\n", " Linking to sp version: 1.2-5 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "OGR data source with driver: ESRI Shapefile \n", "Source: \"/home/dmitry/workspace/herbs/herbs/docs/tutorial/R/ru/sakhalin\", layer: \"sakhalin\"\n", "with 1 features\n", "It has 8 fields\n" ] } ], "source": [ "library('rgdal')\n", "shape_rgdal <- readOGR(dsn=path.expand(\"/home/dmitry/workspace/herbs/herbs/docs/tutorial/R/ru/sakhalin\"), layer=\"sakhalin\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok, our shapefile was successfully loaded... " ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "An object of class \"SpatialPolygonsDataFrame\"\n", "Slot \"data\":\n", " iso_code level_4_na level4_cod level4_2 level3_cod level2_cod level1_cod\n", "0 RU Sakhalin SAK-OO OO SAK 31 3\n", " mrgid\n", "0 48418\n", "\n", "Slot \"polygons\":\n", "[[1]]\n", "An object of class \"Polygons\"\n", "Slot \"Polygons\":\n", "[[1]]\n", "An object of class \"Polygon\"\n", "Slot \"labpt\":\n", "[1] 142.71208 50.33426\n", "\n", "Slot \"area\":\n", "[1] 9.533439\n", "\n", "Slot \"hole\":\n", "[1] FALSE\n", "\n", "Slot \"ringDir\":\n", "[1] 1\n", "\n", "Slot \"coords\":\n", " [,1] [,2]\n", " [1,] 141.8425 53.14527\n", " [2,] 141.8364 53.14888\n", " [3,] 141.8319 53.15277\n", " [4,] 141.8272 53.16666\n", " [5,] 141.8094 53.25639\n", " [6,] 141.8105 53.29527\n", " [7,] 141.7708 53.35833\n", " [8,] 141.7647 53.36500\n", " [9,] 141.7669 53.37138\n", " [10,] 141.7780 53.37638\n", " [11,] 141.9814 53.45499\n", " [12,] 142.0922 53.49138\n", " [13,] 142.2136 53.51860\n", " [14,] 142.2269 53.51833\n", " [15,] 142.2519 53.48555\n", " [16,] 142.2539 53.47887\n", " [17,] 142.2514 53.47249\n", " [18,] 142.2397 53.45305\n", " [19,] 142.2364 53.42055\n", " [20,] 142.2358 53.40749\n", " [21,] 142.2447 53.38721\n", " [22,] 142.2533 53.38055\n", " [23,] 142.2747 53.36971\n", " [24,] 142.3516 53.35610\n", " [25,] 142.4641 53.38305\n", " [26,] 142.4753 53.38694\n", " [27,] 142.4864 53.39194\n", " [28,] 142.4955 53.39833\n", " [29,] 142.5025 53.40471\n", " [30,] 142.5092 53.41110\n", " [31,] 142.5208 53.42388\n", " [32,] 142.5530 53.46249\n", " [33,] 142.5577 53.46888\n", " [34,] 142.6803 53.50999\n", " [35,] 142.6819 53.52361\n", " [36,] 142.6764 53.54305\n", " [37,] 142.6722 53.54972\n", " [38,] 142.6139 53.56916\n", " [39,] 142.6030 53.57055\n", " [40,] 142.5591 53.56999\n", " [41,] 142.5478 53.56361\n", " [42,] 142.5411 53.55721\n", " [43,] 142.5364 53.55083\n", " [44,] 142.5294 53.54444\n", " [45,] 142.5183 53.53805\n", " [46,] 142.5119 53.54333\n", " [47,] 142.5056 53.55000\n", " [48,] 142.5016 53.56305\n", " [49,] 142.4950 53.60889\n", " [50,] 142.4936 53.62833\n", " [51,] 142.4927 53.65443\n", " [52,] 142.4950 53.66110\n", " [53,] 142.5042 53.66721\n", " [54,] 142.5153 53.67110\n", " [55,] 142.5375 53.67332\n", " [56,] 142.6367 53.67944\n", " [57,] 142.6478 53.67666\n", " [58,] 142.6583 53.66999\n", " [59,] 142.6669 53.66332\n", " [60,] 142.6750 53.64999\n", " [61,] 142.6769 53.64361\n", " [62,] 142.6830 53.63694\n", " [63,] 142.6938 53.63027\n", " [64,] 142.7047 53.62860\n", " [65,] 142.7158 53.62971\n", " [66,] 142.7269 53.63361\n", " [67,] 142.7361 53.63999\n", " [68,] 142.7750 53.67166\n", " [69,] 142.7983 53.69749\n", " [70,] 142.8008 53.70388\n", " [71,] 142.7994 53.71693\n", " [72,] 142.7944 53.74972\n", " [73,] 142.7858 53.79555\n", " [74,] 142.7747 53.83472\n", " [75,] 142.7705 53.84138\n", " [76,] 142.7594 53.84277\n", " [77,] 142.7389 53.82221\n", " [78,] 142.7322 53.82154\n", " [79,] 142.7254 53.81855\n", " [80,] 142.7140 53.80305\n", " [81,] 142.7110 53.79538\n", " [82,] 142.7092 53.78755\n", " [83,] 142.7089 53.77972\n", " [84,] 142.7064 53.76772\n", " [85,] 142.6891 53.73916\n", " [86,] 142.6772 53.71971\n", " [87,] 142.6703 53.71333\n", " [88,] 142.6614 53.70833\n", " [89,] 142.6500 53.70332\n", " [90,] 142.6164 53.69083\n", " [91,] 142.6055 53.69110\n", " [92,] 142.6036 53.69749\n", " [93,] 142.6111 53.71693\n", " [94,] 142.6678 53.80527\n", " [95,] 142.6907 53.84010\n", " [96,] 142.6952 53.84777\n", " [97,] 142.6969 53.85560\n", " [98,] 142.7216 53.92444\n", " [99,] 142.7197 53.93082\n", "[100,] 142.7116 53.94415\n", "[101,] 142.7052 53.95083\n", "[102,] 142.6625 53.98416\n", "[103,] 142.5964 54.03611\n", "[104,] 142.5000 54.11194\n", "[105,] 142.4847 54.12527\n", "[106,] 142.4658 54.14500\n", "[107,] 142.4594 54.15166\n", "[108,] 142.3939 54.23750\n", "[109,] 142.4019 54.26611\n", "[110,] 142.4803 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46.90582\n", "[639,] 141.9913 46.91750\n", "[640,] 142.0225 46.97638\n", "[641,] 142.0308 46.99471\n", "[642,] 142.0480 47.03666\n", "[643,] 142.0503 47.04250\n", "[644,] 142.0514 47.04805\n", "[645,] 142.0555 47.07055\n", "[646,] 142.0586 47.08721\n", "[647,] 142.0594 47.12471\n", "[648,] 142.0583 47.14527\n", "[649,] 142.0550 47.16027\n", "[650,] 142.0519 47.16972\n", "[651,] 142.0411 47.20305\n", "[652,] 142.0297 47.23221\n", "[653,] 142.0180 47.25000\n", "[654,] 142.0142 47.25388\n", "[655,] 141.9936 47.26860\n", "[656,] 141.9783 47.27999\n", "[657,] 141.9702 47.28805\n", "[658,] 141.9528 47.45750\n", "[659,] 141.9511 47.48860\n", "[660,] 141.9614 47.59138\n", "[661,] 141.9647 47.60860\n", "[662,] 142.0033 47.69666\n", "[663,] 142.0816 47.83665\n", "[664,] 142.0855 47.84305\n", "[665,] 142.1028 47.86388\n", "[666,] 142.1219 47.88221\n", "[667,] 142.1333 47.88860\n", "[668,] 142.1436 47.89694\n", "[669,] 142.1580 47.91055\n", "[670,] 142.1722 47.92444\n", "[671,] 142.1766 47.92972\n", "[672,] 142.1864 47.94833\n", "[673,] 142.1886 47.95416\n", "[674,] 142.1894 47.96500\n", "[675,] 142.1889 47.97527\n", "[676,] 142.1841 47.98943\n", "[677,] 142.1789 48.01416\n", "[678,] 142.1769 48.02416\n", "[679,] 142.1733 48.04388\n", "[680,] 142.1686 48.08416\n", "[681,] 142.1619 48.16638\n", "[682,] 142.1566 48.24332\n", "[683,] 142.1514 48.26777\n", "[684,] 142.1480 48.28249\n", "[685,] 142.1464 48.28722\n", "[686,] 142.1355 48.31554\n", "[687,] 142.1311 48.32444\n", "[688,] 142.1075 48.37054\n", "[689,] 142.1003 48.38388\n", "[690,] 142.0855 48.40582\n", "[691,] 142.0755 48.41860\n", "[692,] 142.0155 48.48972\n", "[693,] 141.9358 48.58167\n", "[694,] 141.9169 48.60750\n", "[695,] 141.9083 48.62054\n", "[696,] 141.8886 48.65638\n", "[697,] 141.8750 48.68388\n", "[698,] 141.8605 48.72638\n", "[699,] 141.8524 48.75027\n", "[700,] 141.8530 48.76083\n", "[701,] 141.8569 48.76721\n", "[702,] 141.8697 48.78333\n", "[703,] 141.9128 48.82527\n", "[704,] 141.9225 48.83443\n", "[705,] 141.9475 48.84527\n", "[706,] 141.9530 48.84888\n", "[707,] 141.9625 48.85805\n", "[708,] 141.9675 48.86999\n", "[709,] 141.9963 48.94916\n", "[710,] 142.0022 48.96638\n", "[711,] 142.0278 49.04166\n", "[712,] 142.0700 49.24222\n", "[713,] 142.0669 49.25166\n", "[714,] 142.0650 49.26167\n", "[715,] 142.0641 49.27694\n", "[716,] 142.0644 49.29778\n", "[717,] 142.0647 49.31361\n", "[718,] 142.0667 49.32972\n", "[719,] 142.0686 49.34055\n", "[720,] 142.0741 49.36305\n", "[721,] 142.0791 49.37471\n", "[722,] 142.0864 49.38721\n", "[723,] 142.0969 49.40499\n", "[724,] 142.1044 49.41750\n", "[725,] 142.1188 49.45277\n", "[726,] 142.1236 49.46444\n", "[727,] 142.1353 49.52499\n", "[728,] 142.1405 49.55249\n", "[729,] 142.1511 49.63333\n", "[730,] 142.1605 49.78638\n", "[731,] 142.1591 49.81194\n", "[732,] 142.1555 49.82639\n", "[733,] 142.1522 49.83582\n", "[734,] 142.1392 49.85860\n", "[735,] 142.1272 49.88110\n", "[736,] 142.1263 49.89111\n", "[737,] 142.1386 49.94860\n", "[738,] 142.1528 50.00527\n", "[739,] 142.1739 50.09415\n", "[740,] 142.1508 50.33167\n", "[741,] 142.1472 50.35139\n", "[742,] 142.1372 50.37943\n", "[743,] 142.1324 50.38860\n", "[744,] 142.1297 50.39277\n", "[745,] 142.1127 50.40916\n", "[746,] 142.1097 50.41360\n", "[747,] 142.0566 50.49694\n", "[748,] 142.0489 50.51028\n", "[749,] 142.0425 50.52888\n", "[750,] 142.0422 50.53416\n", "[751,] 142.0441 50.55000\n", "[752,] 142.0511 50.59833\n", "[753,] 142.0519 50.60388\n", "[754,] 142.0950 50.81305\n", "[755,] 142.1252 50.88638\n", "[756,] 142.1342 50.89722\n", "[757,] 142.1441 50.90610\n", "[758,] 142.1547 50.91415\n", "[759,] 142.1716 50.92500\n", "[760,] 142.1825 50.93305\n", "[761,] 142.2014 50.95277\n", "[762,] 142.2191 50.97416\n", "[763,] 142.2316 50.99833\n", "[764,] 142.2366 51.01009\n", "[765,] 142.2488 51.03916\n", "[766,] 142.2550 51.05610\n", "[767,] 142.2633 51.07916\n", "[768,] 142.2678 51.10083\n", "[769,] 142.2678 51.10805\n", "[770,] 142.2672 51.12027\n", "[771,] 142.2608 51.13916\n", "[772,] 142.2561 51.14805\n", "[773,] 142.2514 51.15694\n", "[774,] 142.2380 51.17388\n", "[775,] 142.2305 51.18221\n", "[776,] 142.0852 51.39833\n", "[777,] 142.0805 51.40749\n", "[778,] 142.0772 51.41666\n", "[779,] 142.0811 51.42305\n", "[780,] 142.0916 51.42888\n", "[781,] 142.0966 51.43333\n", "[782,] 142.0977 51.43888\n", "[783,] 142.0944 51.44833\n", "[784,] 142.0897 51.45721\n", "[785,] 142.0791 51.46971\n", "[786,] 142.0688 51.47721\n", "[787,] 142.0052 51.51611\n", "[788,] 141.9233 51.57055\n", "[789,] 141.7972 51.67749\n", "[790,] 141.8047 51.71749\n", "[791,] 141.8111 51.72027\n", "[792,] 141.8211 51.72916\n", "[793,] 141.8250 51.73527\n", "[794,] 141.8208 51.78027\n", "[795,] 141.8175 51.78972\n", "[796,] 141.7772 51.82471\n", "[797,] 141.7597 51.83527\n", "[798,] 141.6480 51.88666\n", "[799,] 141.6400 52.07972\n", "[800,] 141.6414 52.08582\n", "[801,] 141.6439 52.09166\n", "[802,] 141.6478 52.09777\n", "[803,] 141.6522 52.10305\n", "[804,] 141.6778 52.12555\n", "[805,] 141.6866 52.13611\n", "[806,] 141.6930 52.14805\n", "[807,] 141.6950 52.15888\n", "[808,] 141.6936 52.17916\n", "[809,] 141.6686 52.25916\n", "[810,] 141.6400 52.31110\n", "[811,] 141.6380 52.31583\n", "[812,] 141.6519 52.36555\n", "[813,] 141.6569 52.37721\n", "[814,] 141.6608 52.38333\n", "[815,] 141.6658 52.38777\n", "[816,] 141.6772 52.39500\n", "[817,] 141.7030 52.40665\n", "[818,] 141.7433 52.43194\n", "[819,] 141.7536 52.44083\n", "[820,] 141.7683 52.45527\n", "[821,] 141.7908 52.48166\n", "[822,] 141.8377 52.57805\n", "[823,] 141.8389 52.58360\n", "[824,] 141.8497 52.71305\n", "[825,] 141.8586 52.85139\n", "[826,] 141.8911 52.93555\n", "[827,] 141.9219 53.00388\n", "[828,] 141.9253 53.01999\n", "[829,] 141.9247 53.02499\n", "[830,] 141.9172 53.05332\n", "[831,] 141.9122 53.06721\n", "[832,] 141.8933 53.09277\n", "[833,] 141.8669 53.12138\n", "[834,] 141.8516 53.13750\n", "[835,] 141.8425 53.14527\n", "\n", "\n", "\n", "Slot \"plotOrder\":\n", "[1] 1\n", "\n", "Slot \"labpt\":\n", "[1] 142.71208 50.33426\n", "\n", "Slot \"ID\":\n", "[1] \"0\"\n", "\n", "Slot \"area\":\n", "[1] 9.533439\n", "\n", "\n", "\n", "Slot \"plotOrder\":\n", "[1] 1\n", "\n", "Slot \"bbox\":\n", " min max\n", "x 141.6380 144.75165\n", "y 45.8886 54.42471\n", "\n", "Slot \"proj4string\":\n", "CRS arguments:\n", " +proj=longlat +datum=WGS84 +no_defs +ellps=WGS84 +towgs84=0,0,0 \n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "shape_rgdal" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "bbox<-shape_rgdal@bbox" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
    \n", "\t
  1. 141.638031005859
    2. \n", "\t
  2. 45.8886032104492
    3. \n", "\t
  3. 144.751647949219
    4. \n", "\t
  4. 54.4247131347656
    5. \n", "
\n" ], "text/latex": [ "\\begin{enumerate*}\n", "\\item 141.638031005859\n", "\\item 45.8886032104492\n", "\\item 144.751647949219\n", "\\item 54.4247131347656\n", "\\end{enumerate*}\n" ], "text/markdown": [ "1. 141.638031005859\n", "2. 45.8886032104492\n", "3. 144.751647949219\n", "4. 54.4247131347656\n", "\n", "\n" ], "text/plain": [ "[1] 141.63803 45.88860 144.75165 54.42471" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "as.numeric(bbox)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Rectangular area including contour of the shapefile is stored in `bbox` slot of the `shape_rgdal` S4-object.\n", "So, we can easily extract bounding box coordinates:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "lonl<-as.numeric(bbox)[1]\n", "lonu<-as.numeric(bbox)[3]\n", "latl<-as.numeric(bbox)[2]\n", "latu<-as.numeric(bbox)[4]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Further, let us form a search url and make a search request." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "search_parameters_sakhalin <- c('lonl', lonl, 'lonu', lonu, 'latl', latl, 'latu', latu)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "search_url_sakhalin <- paste(http_api_base_url, paste(search_parameters_sakhalin[c(TRUE, FALSE)], search_parameters_sakhalin[c(FALSE, TRUE)], sep='=', collapse='&'), sep='')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the sake of the trust, explore the url:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "'http://botsad.ru/hitem/json/?lonl=141.638031005859&lonu=144.751647949219&latl=45.8886032104492&latu=54.4247131347656'" ], "text/latex": [ "'http://botsad.ru/hitem/json/?lonl=141.638031005859\\&lonu=144.751647949219\\&latl=45.8886032104492\\&latu=54.4247131347656'" ], "text/markdown": [ "'http://botsad.ru/hitem/json/?lonl=141.638031005859&lonu=144.751647949219&latl=45.8886032104492&latu=54.4247131347656'" ], "text/plain": [ "[1] \"http://botsad.ru/hitem/json/?lonl=141.638031005859&lonu=144.751647949219&latl=45.8886032104492&latu=54.4247131347656\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "search_url_sakhalin" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "sakhalin_data <- fromJSON(search_url_sakhalin)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can explore how much records belong to the rectangular area including the contour of Sakhalin Island." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
    \n", "\t
  1. 667
    2. \n", "\t
  2. 42
    3. \n", "
\n" ], "text/latex": [ "\\begin{enumerate*}\n", "\\item 667\n", "\\item 42\n", "\\end{enumerate*}\n" ], "text/markdown": [ "1. 667\n", "2. 42\n", "\n", "\n" ], "text/plain": [ "[1] 667 42" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dim(sakhalin_data$data)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "number_in_rectangle <- dim(sakhalin_data$data)[1]" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/html": [ "'Therefore, the number of records belonging to the rectangular area: 667'" ], "text/latex": [ "'Therefore, the number of records belonging to the rectangular area: 667'" ], "text/markdown": [ "'Therefore, the number of records belonging to the rectangular area: 667'" ], "text/plain": [ "[1] \"Therefore, the number of records belonging to the rectangular area: 667\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sprintf(\"Therefore, the number of records belonging to the rectangular area: %d\", number_in_rectangle)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Additional filtration allows to exclude points outside the contour of Sakhalin Island. To make such filtration in R, it is convenient to use the `sp` package." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "library(sp)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "sakhalin_nonfiltered <- sakhalin_data$data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We need to transform original dataset `sakhalin_nonfiltered` into an object of spatially distributed data (exactly, R's S4 object from the `sp` package):" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "coordinates(sakhalin_nonfiltered) <- cbind(sakhalin_nonfiltered$longitude , sakhalin_nonfiltered$latitude)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "sakhalin_nonfiltered@proj4string <- CRS(proj4string(shape_rgdal))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Due to the amazing syntax of the `sp` package, the filtering is performed by the only one line of the code:" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "sakhalin_filtered<-sakhalin_nonfiltered[shape_rgdal,]" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
    \n", "\t
  1. 632
    2. \n", "\t
  2. 42
    3. \n", "
\n" ], "text/latex": [ "\\begin{enumerate*}\n", "\\item 632\n", "\\item 42\n", "\\end{enumerate*}\n" ], "text/markdown": [ "1. 632\n", "2. 42\n", "\n", "\n" ], "text/plain": [ "[1] 632 42" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dim(sakhalin_filtered)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "number_in_sakhalin <- dim(sakhalin_filtered)[1]" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "text/html": [ "'The number of filtered records: 35'" ], "text/latex": [ "'The number of filtered records: 35'" ], "text/markdown": [ "'The number of filtered records: 35'" ], "text/plain": [ "[1] \"The number of filtered records: 35\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sprintf('The number of filtered records: %d', number_in_rectangle - number_in_sakhalin)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Attentive user could be surprised here: the rectangular area doesn't include any land, but only Sakhalin Island; why so many records were filtered out? The cause of that is quite simple. Such error-like phenomenon occurs because the records distributed on the seashore could be treated as non-belonging to the Sakhalin contour. That isn't a real error, just a result of errors in the contour definition/description and herbarium records positioning." ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/html": [ "'Document execution date: 2017-12-19'" ], "text/latex": [ "'Document execution date: 2017-12-19'" ], "text/markdown": [ "'Document execution date: 2017-12-19'" ], "text/plain": [ "[1] \"Document execution date: 2017-12-19\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sprintf('Document execution date: %s', Sys.Date())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Author:** *Dmitry E. Kislov*\n", "\n", "E-mail: [kislov@easydan.com](mailto:kislov@easydan.com)" ] } ], "metadata": { "kernelspec": { "display_name": "R", "language": "R", "name": "ir" }, "language_info": { "codemirror_mode": "r", "file_extension": ".r", "mimetype": "text/x-r-source", "name": "R", "pygments_lexer": "r", "version": "3.3.1" } }, "nbformat": 4, "nbformat_minor": 2 }