{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ee\n",
    "import geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# geemap.update_package()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.ee_initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.linked_maps(rows=1, cols=2, height=\"400px\", center=[38.4151, 21.2712], zoom=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "image = ee.ImageCollection('COPERNICUS/S2') \\\n",
    "    .filterDate('2018-09-01', '2018-09-30') \\\n",
    "    .map(lambda img: img.divide(10000)) \\\n",
    "    .median()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "vis_params = [\n",
    "    {'bands': ['B4', 'B3', 'B2'], 'min': 0, 'max': 0.3, 'gamma': 1.3}, \n",
    "    {'bands': ['B8', 'B11', 'B4'], 'min': 0, 'max': 0.3, 'gamma': 1.3},\n",
    "    {'bands': ['B8', 'B4', 'B3'], 'min': 0, 'max': 0.3, 'gamma': 1.3},\n",
    "    {'bands': ['B12', 'B12', 'B4'], 'min': 0, 'max': 0.3, 'gamma': 1.3}\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = [\n",
    "    'Natural Color (B4/B3/B2)',\n",
    "    'Land/Water (B8/B11/B4)',\n",
    "    'Color Infrared (B8/B4/B3)',\n",
    "    'Vegetation (B12/B11/B4)'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.linked_maps(rows=2, cols=2, height=\"400px\", center=[38.4151, 21.2712], zoom=12, \n",
    "                   ee_objects=[image], vis_params=vis_params, labels=labels, label_position=\"topright\")"
   ]
  }
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