Small Landsat tool

ExtractLandsatMetrics_small.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "bc8ef65c-d244-4450-a735-6bca65944ec1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import ee\n",
+    "import geemap\n",
+    "import eemont\n",
+    "ee.Initialize()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "943b80fa-eeab-4865-b297-11cee3fca3bb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "sys.path.append('D:/OneDrive - Conservation Biogeography Lab/_RESEARCH/baumiTools20/') # map the path where the module file is located\n",
+    "from tools import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "68d406be-38db-47f5-93e8-f8e7e5577352",
+   "metadata": {},
+   "source": [
+    "# Quick setup for exporting some Landsat STMs from GEE using manually digitized polygons\n",
+    "* Open a Map Layer, manually draw a SMALL rectangle, save it\n",
+    "* Overlay the desired collection, use the geemap function to download the file. **Works only with small extents**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "fc56e414-5f80-4a3d-87e3-5d721949d8b8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d6320d426b07436baa0e469a2062a88b",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Map(center=[20, 0], controls=(WidgetControl(options=['position', 'transparent_bg'], widget=HBox(children=(Togg…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Version II\n",
+    "Map_01 = geemap.Map(zoom=4)\n",
+    "Map_01.add_tile_layer(\"https://tiles.planet.com/basemaps/v1/planet-tiles/global_quarterly_2020q4_mosaic/gmap/{z}/{x}/{y}.png?api_key=a45e0fc148ed44d18b34b5e14ae0ed61\", name='Planet 2020-Q4')\n",
+    "Map_01"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "id": "15518682-aaf9-4f68-9563-58d1f869ca64",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "rect = Map_01.draw_last_feature\n",
+    "aoi = rect.geometry()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "id": "486a962b-4249-4bf9-82c0-a6f234bcb76b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "img = GetL8_9LandsatCollection(aoi, 2022).reduce(ee.Reducer.mean().unweighted()).clip(aoi)\n",
+    "Map_01.addLayer(img, {'bands': ['R_mean', 'G_mean', 'B_mean'], 'min': 0, 'max': 0.2, 'gamma': 0.9}, 'Landsat')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "id": "c52ffd9b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Generating URL ...\n",
+      "Downloading data from https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/thumbnails/adc95fc72fef57656fcefa661b0e9a29-fb297ec477977a168aaf4b4a2a44f7ce:getPixels\n",
+      "Please wait ...\n",
+      "Data downloaded to D:\\LandsatSnippets\\arg11.tif\n"
+     ]
+    }
+   ],
+   "source": [
+    "outPath = \"D:/LandsatSnippets/\"\n",
+    "fileName = outPath + \"arg11.tif\"\n",
+    "geemap.ee_export_image(img, filename=fileName, scale=30, region=aoi, file_per_band=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6a03d83d-94e6-4dab-907e-8f2b4822c592",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "py310",
+   "language": "python",
+   "name": "py310"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Get_quick_Overview.ipynb

@@ -32,7 +32,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "39e9659db587478c9df52ab219e93de0",
+       "model_id": "ea5f01af396c4dfab52872c28ffa1b1c",
        "version_major": 2,
        "version_minor": 0
       },
@@ -233,9 +233,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "py310",
    "language": "python",
-   "name": "python3"
+   "name": "py310"
   },
   "language_info": {
    "codemirror_mode": {