diff --git a/notes/lecture19.ipynb b/notes/lecture19.ipynb index aea991f..f187c53 100644 --- a/notes/lecture19.ipynb +++ b/notes/lecture19.ipynb @@ -11,6 +11,412 @@ "ee.Initialize()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Export image collection " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "point = ee.Geometry.Point(-99.2222, 46.7816)\n", + "collection = (\n", + " ee.ImageCollection('USDA/NAIP/DOQQ')\n", + " .filterBounds(point)\n", + " .filterDate('2008-01-01', '2018-01-01')\n", + " .filter(ee.Filter.listContains(\"system:band_names\", \"N\"))\n", + ")\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "['m_4609915_sw_14_1_20090818',\n", + " 'm_4609915_sw_14_1_20100629',\n", + " 'm_4609915_sw_14_1_20120714',\n", + " 'm_4609915_sw_14_1_20140901',\n", + " 'm_4609915_sw_14_1_20150926',\n", + " 'm_4609915_sw_14_h_20160704',\n", + " 'm_4609915_sw_14_h_20170703']" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "collection.aggregate_array('system:index').getInfo()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    • type:ImageCollection
    • id:USDA/NAIP/DOQQ
    • version:1697630986557728
          • 0:1041379200000
          • 1:1546300800000
        • description:

          The National Agriculture Imagery Program (NAIP) acquires aerial imagery\n", + "during the agricultural growing seasons in the continental U.S.

          NAIP projects are contracted each year based upon available funding and the\n", + "imagery acquisition cycle. Beginning in 2003, NAIP was acquired on\n", + "a 5-year cycle. 2008 was a transition year, and a three-year cycle began\n", + "in 2009.

          NAIP imagery is acquired at a one-meter ground sample distance (GSD) with a\n", + "horizontal accuracy that matches within six meters of photo-identifiable\n", + "ground control points, which are used during image inspection.

          Older images were collected using 3 bands (Red, Green, and Blue: RGB), but\n", + "newer imagery is usually collected with an additional near-infrared band\n", + "(RGBN). RGB asset ids begin with 'n', NRG asset ids begin with 'c', RGBN\n", + "asset ids begin with 'm_'.

          Provider: USDA Farm Production and Conservation - Business Center, Geospatial Enterprise Operations

          Resolution
          1 meter\n", + "

          Bands
          NameDescription
          R

          Red

          G

          Green

          B

          Blue

          N

          Near infrared

          Terms of Use

          Most information presented on the FSA Web site is considered public domain\n", + "information. Public domain information may be freely distributed or copied,\n", + "but use of appropriate byline/photo/image credits is requested. For more\n", + "information visit the FSA Policies and Links\n", + "website.

          Users should acknowledge USDA Farm Production and Conservation -\n", + "Business Center, Geospatial Enterprise Operations when using or\n", + "distributing this data set.

          Suggested citation(s)

          • USDA Farm Production and Conservation - Business Center, Geospatial Enterprise Operations

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        • provider_url:https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/
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        • title:NAIP: National Agriculture Imagery Program
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    " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "collection" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total number of images: 7\n", + "\n", + "Exporting 1/7: naip\\m_4609915_sw_14_1_20090818.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/20ac4aa56b447ab13a0a61b99c33ca74-ee686de68ee4520a71d9bc02fed191ed:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_1_20090818.tif\n", + "\n", + "\n", + "Exporting 2/7: naip\\m_4609915_sw_14_1_20100629.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/da9e0881035b74e9d850fcf2f92823f7-5a7d8a5fc3422a8248516bb5c8d59e32:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_1_20100629.tif\n", + "\n", + "\n", + "Exporting 3/7: naip\\m_4609915_sw_14_1_20120714.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/4e4a040917f098f64b0766b284a862be-3ea140059d4d43970e05d22d303c4dbd:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_1_20120714.tif\n", + "\n", + "\n", + "Exporting 4/7: naip\\m_4609915_sw_14_1_20140901.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/a02e11c5894f15f229c60e1f682b9fad-874fb88c886ee294347c796f83f48096:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_1_20140901.tif\n", + "\n", + "\n", + "Exporting 5/7: naip\\m_4609915_sw_14_1_20150926.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/1964e95e2a01786e847ef16f75b72d35-cd0b83f36fdef83153955942cbfa2ac3:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_1_20150926.tif\n", + "\n", + "\n", + "Exporting 6/7: naip\\m_4609915_sw_14_h_20160704.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/8f6abb2388029bddb186afff89233403-5c6f3794aeb54ece27e2905a1807f5ae:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_h_20160704.tif\n", + "\n", + "\n", + "Exporting 7/7: naip\\m_4609915_sw_14_h_20170703.tif\n", + "Generating URL ...\n", + "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/1528b907003d24896f9b27b854b5d376-3f015a6cb7140f7a51878d2cc8ed494c:getPixels\n", + "Please wait ...\n", + "Data downloaded to c:\\Users\\zyang\\spatial_data_management\\notes\\naip\\m_4609915_sw_14_h_20170703.tif\n", + "\n", + "\n" + ] + } + ], + "source": [ + "out_dir='naip'\n", + "geemap.ee_export_image_collection(collection, out_dir=out_dir, scale= 10)" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/notes/naip/m_4609915_sw_14_1_20090818.tif b/notes/naip/m_4609915_sw_14_1_20090818.tif new file mode 100644 index 0000000..670e961 Binary files /dev/null and b/notes/naip/m_4609915_sw_14_1_20090818.tif differ diff --git 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