Download Landsat imagery from Earth Engine

download_landsat.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ee\n",
    "import geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.ee_initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "m = geemap.Map()\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = ee.ImageCollection('LANDSAT/LC09/C02/T1_L2') \\\n",
    "    .filterDate('2024-01-01', '2024-09-01') \\\n",
    "    .filterBounds(ee.Geometry.Point(-115.0033, 36.0990)) \\\n",
    "    .sort('CLOUD_COVER') \\\n",
    "    .select(\"SR_B[1-7]\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "first_image = dataset.first()\n",
    "\n",
    "# Applies scaling factors.\n",
    "def apply_scale_factors(image):\n",
    "  optical_bands = image.select('SR_B.').multiply(0.0000275).add(-0.2)\n",
    "  return image.addBands(optical_bands, None, True)\n",
    "\n",
    "first_image = apply_scale_factors(first_image)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "m.addLayer(first_image, {'bands': ['SR_B4', 'SR_B3', 'SR_B2'], 'min': 0, 'max': 0.3}, 'First image')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "first_image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.download_ee_image(first_image, \"LC09_039035_20240708_90m.tif\", dtype=\"float32\", scale=90)"
   ]
  }
 ],
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