{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "\n", "## Felipe Carvalho\n", "\n", "
label | n |
---|---|
Pastagem Cult. Herbacea | 100 |
Soja | 71 |
Pastagem Cult. Arbustiva/Arborea | 30 |
Nat. Florestal Cerradao | 27 |
Area Urbana | 24 |
Nat. Arbustivo | 15 |
Algodao | 5 |
Milho | 5 |
Nat. Florestal Ciliar | 3 |
Solo Exposto | 1 |
Index | B01 | B02 | B03 | B04 | B05 | B06 | B07 | B08 | B09 | B10 | B11 | B12 | B8A | QA |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17382 | 0.0590 | 0.0713 | 0.1165 | 0.1810 | 0.1966 | 0.2141 | 0.2278 | 0.2414 | 0.0740 | 0.0016 | 0.4018 | 0.3104 | 0.2559 | 64 |
17397 | 0.0541 | 0.0714 | 0.1201 | 0.1892 | 0.2052 | 0.2252 | 0.2382 | 0.2528 | 0.0757 | 0.0066 | 0.4061 | 0.3104 | 0.2629 | 130 |
17402 | 0.0682 | 0.0780 | 0.1284 | 0.1976 | 0.2171 | 0.2390 | 0.2550 | 0.2551 | 0.0614 | 0.0063 | 0.4024 | 0.3026 | 0.2798 | 130 |
17417 | 0.0559 | 0.0726 | 0.1241 | 0.1952 | 0.2134 | 0.2339 | 0.2512 | 0.2546 | 0.0455 | 0.0017 | 0.4095 | 0.3078 | 0.2685 | 64 |
17422 | 0.0573 | 0.0738 | 0.1263 | 0.2001 | 0.2268 | 0.2454 | 0.2602 | 0.2631 | 0.0804 | 0.0018 | 0.4100 | 0.3125 | 0.2764 | 64 |
17437 | 0.0543 | 0.0723 | 0.1240 | 0.1964 | 0.2224 | 0.2438 | 0.2600 | 0.2588 | 0.0494 | 0.0018 | 0.4012 | 0.3028 | 0.2740 | 128 |
X | Y | label | start_date | end_date | coverage | Index | B01 | B02 | B03 | ⋯ | B05 | B06 | B07 | B08 | B09 | B10 | B11 | B12 | B8A | QA |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-01 | S30 | 17382 | 0.0590 | 0.0713 | 0.1165 | ⋯ | 0.1966 | 0.2141 | 0.2278 | 0.2414 | 0.0740 | 0.0016 | 0.4018 | 0.3104 | 0.2559 | 64 |
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-01 | S30 | 17397 | 0.0541 | 0.0714 | 0.1201 | ⋯ | 0.2052 | 0.2252 | 0.2382 | 0.2528 | 0.0757 | 0.0066 | 0.4061 | 0.3104 | 0.2629 | 130 |
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-01 | S30 | 17402 | 0.0682 | 0.0780 | 0.1284 | ⋯ | 0.2171 | 0.2390 | 0.2550 | 0.2551 | 0.0614 | 0.0063 | 0.4024 | 0.3026 | 0.2798 | 130 |
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-01 | S30 | 17417 | 0.0559 | 0.0726 | 0.1241 | ⋯ | 0.2134 | 0.2339 | 0.2512 | 0.2546 | 0.0455 | 0.0017 | 0.4095 | 0.3078 | 0.2685 | 64 |
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-01 | S30 | 17422 | 0.0573 | 0.0738 | 0.1263 | ⋯ | 0.2268 | 0.2454 | 0.2602 | 0.2631 | 0.0804 | 0.0018 | 0.4100 | 0.3125 | 0.2764 | 64 |
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-01 | S30 | 17437 | 0.0543 | 0.0723 | 0.1240 | ⋯ | 0.2224 | 0.2438 | 0.2600 | 0.2588 | 0.0494 | 0.0018 | 0.4012 | 0.3028 | 0.2740 | 128 |
Index |
---|
2017-08-04 |
2017-08-19 |
2017-08-24 |
2017-09-08 |
id | n |
---|---|
1 | 30 |
59 | 30 |
62 | 29 |
82 | 30 |
94 | 30 |
111 | 30 |
id | n |
---|
id | reference | ndvi1 | ndvi2 | ndvi3 | ndvi4 | ndvi5 | ndvi6 | ndvi7 | ndvi8 | ⋯ | ndvi22 | ndvi23 | ndvi24 | ndvi25 | ndvi26 | ndvi27 | ndvi28 | ndvi29 | ndvi30 | ndvi31 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Soja | 0.2690563 | 0.2510113 | 0.2616858 | 0.2484334 | 0.2523874 | 0.2413159 | 0.2557206 | 0.01677929 | ⋯ | 0.4422181 | 0.8960725 | 0.8489676 | 0.3304709 | 0.3111063 | 0.49493169 | 0.3461224 | 0.08757375 | 0.2181790 | 0.265373232 |
2 | Soja | 0.2108844 | 0.1979144 | 0.1830601 | 0.1871159 | 0.1834540 | 0.1876354 | 0.2069717 | 0.09471343 | ⋯ | 0.4765053 | 0.8663926 | 0.8081181 | 0.9475983 | 0.8588235 | 0.77130225 | 0.2820592 | 0.38295455 | 0.2427503 | 0.056277860 |
3 | Soja | 0.3059478 | 0.2677214 | 0.2821311 | 0.2626382 | 0.2619138 | 0.2431133 | 0.2678353 | 0.08483634 | ⋯ | 0.4370460 | 0.8436351 | 0.8370175 | 0.1329040 | 0.5571055 | 0.11818748 | 0.5530742 | 0.83074407 | 0.3949552 | 0.492090637 |
4 | Soja | 0.2370441 | 0.2204400 | 0.1570567 | 0.2111857 | 0.2080157 | 0.2068397 | 0.2291231 | 0.06535718 | ⋯ | 0.4788931 | 0.8488613 | 0.3063753 | 0.9364382 | 0.9194837 | 0.04558435 | 0.4005401 | 0.44155181 | 0.1442583 | 0.018297872 |
5 | Soja | 0.2711291 | 0.2406577 | 0.2384143 | 0.2391528 | 0.2356586 | 0.2270568 | 0.2511667 | 0.03550725 | ⋯ | 0.4588692 | 0.8462696 | 0.8774365 | 0.1171531 | 0.4672883 | 0.20364557 | 0.3940752 | 0.56516885 | 0.4615771 | 0.158740571 |
6 | Soja | 0.2362549 | 0.2206698 | 0.2159341 | 0.2131219 | 0.2154300 | 0.2027668 | 0.2317821 | 0.02717347 | ⋯ | 0.5146862 | 0.8405509 | 0.8530992 | 0.9330129 | 0.8984426 | 0.03906484 | 0.3572464 | 0.61166181 | 0.2987395 | 0.008657048 |
x | y | unit.class | V1 | V2 | V3 | V4 | V5 | V6 | V7 | ⋯ | V25 | V26 | V27 | V28 | V29 | V30 | V31 | reference | id | sum |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 4 | 20 | 0.2690563 | 0.2510113 | 0.2616858 | 0.2484334 | 0.2523874 | 0.2413159 | 0.2557206 | ⋯ | 0.3304709 | 0.3111063 | 0.49493169 | 0.3461224 | 0.08757375 | 0.2181790 | 0.265373232 | Soja | 1 | 7 |
2 | 2 | 8 | 0.2108844 | 0.1979144 | 0.1830601 | 0.1871159 | 0.1834540 | 0.1876354 | 0.2069717 | ⋯ | 0.9475983 | 0.8588235 | 0.77130225 | 0.2820592 | 0.38295455 | 0.2427503 | 0.056277860 | Soja | 2 | 10 |
2 | 4 | 20 | 0.3059478 | 0.2677214 | 0.2821311 | 0.2626382 | 0.2619138 | 0.2431133 | 0.2678353 | ⋯ | 0.1329040 | 0.5571055 | 0.11818748 | 0.5530742 | 0.83074407 | 0.3949552 | 0.492090637 | Soja | 3 | 7 |
1 | 2 | 7 | 0.2370441 | 0.2204400 | 0.1570567 | 0.2111857 | 0.2080157 | 0.2068397 | 0.2291231 | ⋯ | 0.9364382 | 0.9194837 | 0.04558435 | 0.4005401 | 0.44155181 | 0.1442583 | 0.018297872 | Soja | 4 | 10 |
2 | 4 | 20 | 0.2711291 | 0.2406577 | 0.2384143 | 0.2391528 | 0.2356586 | 0.2270568 | 0.2511667 | ⋯ | 0.1171531 | 0.4672883 | 0.20364557 | 0.3940752 | 0.56516885 | 0.4615771 | 0.158740571 | Soja | 5 | 7 |
1 | 2 | 7 | 0.2362549 | 0.2206698 | 0.2159341 | 0.2131219 | 0.2154300 | 0.2027668 | 0.2317821 | ⋯ | 0.9330129 | 0.8984426 | 0.03906484 | 0.3572464 | 0.61166181 | 0.2987395 | 0.008657048 | Soja | 6 | 10 |
x | y | unit.class | reference | id | sum | atributo | valores |
---|---|---|---|---|---|---|---|
2 | 4 | 20 | Soja | 1 | 7 | V1 | 0.2690563 |
2 | 2 | 8 | Soja | 2 | 10 | V1 | 0.2108844 |
2 | 4 | 20 | Soja | 3 | 7 | V1 | 0.3059478 |
1 | 2 | 7 | Soja | 4 | 10 | V1 | 0.2370441 |
2 | 4 | 20 | Soja | 5 | 7 | V1 | 0.2711291 |
1 | 2 | 7 | Soja | 6 | 10 | V1 | 0.2362549 |
x | y | unit.class | reference | id | sum | atributo | valores | dias |
---|---|---|---|---|---|---|---|---|
2 | 4 | 20 | Soja | 1 | 7 | V1 | 0.2690563 | 2017-08-04 |
2 | 2 | 8 | Soja | 2 | 10 | V1 | 0.2108844 | 2017-08-04 |
2 | 4 | 20 | Soja | 3 | 7 | V1 | 0.3059478 | 2017-08-04 |
1 | 2 | 7 | Soja | 4 | 10 | V1 | 0.2370441 | 2017-08-04 |
2 | 4 | 20 | Soja | 5 | 7 | V1 | 0.2711291 | 2017-08-04 |
1 | 2 | 7 | Soja | 6 | 10 | V1 | 0.2362549 | 2017-08-04 |
X | Y | label | start_date | end_date | coverage | time_series |
---|---|---|---|---|---|---|
-45.84315 | -12.81337 | Soja | 2017-08-01 | 2018-04-30 | S30 | 17401 , 17410 , 17440 , 17471 , 17501 , 17532 , 17563 , 17591 , 17622 , 1886 , 1960 , 1850 , 3896 , 1577 , 1093 , 802 , 1702.5, 1588 , 2650 , 2756 , 2699 , 4792 , 3825 , 6183 , 6529 , 3635 , 2702 |
-45.84238 | -12.82265 | Soja | 2017-08-01 | 2018-04-30 | S30 | 17401 , 17410 , 17440 , 17471 , 17501 , 17532 , 17563 , 17591 , 17622 , 1768 , 1929 , 1839 , 2968.5, 1041 , 404 , 2414 , 2090 , 1509 , 2940 , 3213 , 3131 , 3970 , 3217.5, 5797 , 6192 , 3612 , 2953 |
-45.85110 | -12.81825 | Soja | 2017-08-01 | 2018-04-30 | S30 | 17401 , 17410 , 17440 , 17471 , 17501 , 17532 , 17563 , 17591 , 17622 , 1843 , 1940 , 1805 , 3062.5, 1559 , 1019 , 1203 , 1393.5, 1335 , 2733 , 2862 , 2759 , 3949 , 3791 , 6071 , 6412 , 3838.5, 2723 |
ndvi1 | ndvi2 | ndvi3 | ndvi4 | ndvi5 | ndvi6 | ndvi7 | ndvi8 | ndvi9 |
---|---|---|---|---|---|---|---|---|
0.1684303 | 0.1687871 | 0.1866344 | 0.1031308 | 0.4161422 | 0.6995602 | 0.7812031 | 0.3620609 | 0.2596737 |
0.2489380 | 0.2497083 | 0.2599598 | 0.1443396 | 0.5110955 | 0.8696984 | 0.4389960 | 0.2669239 | 0.3236217 |
0.1944930 | 0.1920033 | 0.2090272 | 0.1264351 | 0.4171963 | 0.7125529 | 0.6840446 | 0.4673165 | 0.3420404 |
x | y | purity | unit.class | reference | id | sum | atributo | valores | dias |
---|---|---|---|---|---|---|---|---|---|
2 | 9 | 0.8112781 | 74 | Soja | 1 | 4 | V1 | 0.1684303 | 2017-08-01 |
5 | 9 | 0.0000000 | 77 | Soja | 2 | 4 | V1 | 0.2489380 | 2017-08-01 |
2 | 8 | 0.0000000 | 65 | Soja | 3 | 4 | V1 | 0.1944930 | 2017-08-01 |