{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0",
   "metadata": {},
   "source": [
    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/gee-community/geemap/blob/master/examples/notebooks/92_plotly.ipynb)\n",
    "[![image](https://mybinder.org/badge_logo.svg)](https://gishub.org/geemap-binder)\n",
    "\n",
    "Uncomment the following line to install [geemap](https://geemap.org) if needed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import ee\n",
    "import geemap.plotlymap as geemap"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3",
   "metadata": {},
   "source": [
    "If you are using a recently implemented geema feature that has not yet been released to PyPI or conda-forge, you can uncomment the following line to install the development version from GitHub."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# geemap.update_package()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5",
   "metadata": {},
   "source": [
    "If you run into an error saying \"FigureWidget - 'mapbox._derived' Value Error\" ([source](https://github.com/plotly/plotly.py/issues/2570#issuecomment-738735816)), uncomment the following line and run it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# geemap.fix_widget_error()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7",
   "metadata": {},
   "source": [
    "Create an interactive map using default settings."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9",
   "metadata": {},
   "source": [
    "Change default setting when creating a map. \n",
    "\n",
    " Can be one of string from \"open-street-map\", \"carto-positron\", \"carto-darkmatter\", \"stamen-terrain\", \"stamen-toner\" or \"stamen-watercolor\" ."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "10",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map(center=(40, -100), zoom=3, basemap=\"stamen-terrain\", height=500)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11",
   "metadata": {},
   "source": [
    "Set map center and zoom level."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "12",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map(basemap=\"stamen-watercolor\")\n",
    "m.set_center(lat=20, lon=0, zoom=2)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13",
   "metadata": {},
   "source": [
    "Print out available basemaps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "14",
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.basemaps.keys()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "15",
   "metadata": {},
   "source": [
    "Add a basemap."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "16",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "m.add_basemap(\"OpenTopoMap\")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "17",
   "metadata": {},
   "source": [
    "Add XYZ tile layer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "18",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "tile_url = \"https://mt1.google.com/vt/lyrs=y&x={x}&y={y}&z={z}\"\n",
    "m.add_tile_layer(tile_url, name=\"Google Satellite\", attribution=\"Google\", opacity=1.0)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "19",
   "metadata": {},
   "source": [
    "Add a mapbox tile layer. You will need a mapbox token. The map style can be Can be \"basic\", \"streets\", \"outdoors\", \"light\", \"dark\", \"satellite\", or \"satellite-streets\"."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "20",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "21",
   "metadata": {},
   "outputs": [],
   "source": [
    "# os.environ[\"MAPBOX_TOKEN\"] = \"your-mapbox-token\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "22",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "m.add_mapbox_layer(style=\"streets\")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23",
   "metadata": {},
   "source": [
    "Remove the modebar in the upper-right corner."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "24",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map(basemap=\"stamen-toner\")\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "25",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.clear_controls()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26",
   "metadata": {},
   "source": [
    "Add more buttons to the modebar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "27",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map(basemap=\"carto-positron\")\n",
    "controls = [\n",
    "    \"drawline\",\n",
    "    \"drawopenpath\",\n",
    "    \"drawclosedpath\",\n",
    "    \"drawcircle\",\n",
    "    \"drawrect\",\n",
    "    \"eraseshape\",\n",
    "]\n",
    "m.add_controls(controls)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28",
   "metadata": {},
   "source": [
    "Add Cloud Optimized GeoTIFF."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "url = \"https://github.com/opengeos/data/releases/download/raster/Libya-2023-07-01.tif\"\n",
    "m.add_cog_layer(url, name=\"Fire (pre-event)\")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30",
   "metadata": {},
   "source": [
    "Add a STAC item via HTTP URL."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "31",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "url = \"https://canada-spot-ortho.s3.amazonaws.com/canada_spot_orthoimages/canada_spot5_orthoimages/S5_2007/S5_11055_6057_20070622/S5_11055_6057_20070622.json\"\n",
    "m.add_stac_layer(url, bands=[\"B3\", \"B2\", \"B1\"], name=\"False color\")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32",
   "metadata": {},
   "source": [
    "Add a STAC item from Microsoft Planetary Computer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "33",
   "metadata": {},
   "outputs": [],
   "source": [
    "collection = \"landsat-8-c2-l2\"\n",
    "item = \"LC08_L2SP_047027_20201204_02_T1\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "m.add_stac_layer(\n",
    "    collection=collection,\n",
    "    item=item,\n",
    "    bands=[\"SR_B7\", \"SR_B5\", \"SR_B4\"],\n",
    "    titiler_endpoint=\"pc\",\n",
    ")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35",
   "metadata": {},
   "source": [
    "Add a heat map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "36",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://raw.githubusercontent.com/plotly/datasets/master/earthquakes-23k.csv\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "37",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map(basemap=\"stamen-terrain\")\n",
    "m.add_heatmap(\n",
    "    url, latitude=\"Latitude\", longitude=\"Longitude\", z=\"Magnitude\", name=\"Earthquake\"\n",
    ")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38",
   "metadata": {},
   "source": [
    "Add a choropleth map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "39",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://raw.githubusercontent.com/gee-community/geemap/master/examples/data/countries.geojson\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "40",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map(basemap=\"stamen-terrain\")\n",
    "m.add_choropleth_map(url, name=\"Pop\", z=\"POP_EST\", colorscale=\"Viridis\")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "41",
   "metadata": {},
   "source": [
    "Add Earth Engine layers."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "42",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "m.add_basemap(\"HYBRID\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "43",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add Earth Engine dataset\n",
    "dem = ee.Image(\"USGS/SRTMGL1_003\")\n",
    "landsat7 = ee.Image(\"LANDSAT/LE7_TOA_5YEAR/1999_2003\").select(\n",
    "    [\"B1\", \"B2\", \"B3\", \"B4\", \"B5\", \"B7\"]\n",
    ")\n",
    "states = ee.FeatureCollection(\"TIGER/2018/States\")\n",
    "\n",
    "# Set visualization parameters.\n",
    "vis_params = {\n",
    "    \"min\": 0,\n",
    "    \"max\": 4000,\n",
    "    \"palette\": [\"006633\", \"E5FFCC\", \"662A00\", \"D8D8D8\", \"F5F5F5\"],\n",
    "}\n",
    "\n",
    "# Add Earth Engine layers to Map\n",
    "m.addLayer(dem, vis_params, \"SRTM DEM\", True, 0.5)\n",
    "m.addLayer(\n",
    "    landsat7,\n",
    "    {\"bands\": [\"B4\", \"B3\", \"B2\"], \"min\": 20, \"max\": 200, \"gamma\": 2.0},\n",
    "    \"Landsat 7\",\n",
    ")\n",
    "m.addLayer(states, {}, \"US States\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "44",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45",
   "metadata": {},
   "source": [
    "![](https://i.imgur.com/KH8jGFF.gif)"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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