{ "cells": [ { "cell_type": "markdown", "id": "728097b2-d929-40f5-9bd4-c22212295ee0", "metadata": {}, "source": [ "## Raster Data" ] }, { "cell_type": "markdown", "id": "06cc5053-c6b4-4faa-91c3-be5c618969b4", "metadata": {}, "source": [ "In scikit-map, the class `RasterData` is responsible to implement reading, processing and writing operations. To understand how it works let's load the NDVI toy dataset provided by default." ] }, { "cell_type": "code", "execution_count": 1, "id": "bf2ca09b-9d65-4592-9ba2-33603c72a504", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[08:17:34] RasterData with 24 rasters (band: 1) and 1 group(s)\n", "[08:17:34] Reading 24 raster file(s) using 4 workers\n", "[08:17:35] Read array shape: (256, 256, 24)\n" ] } ], "source": [ "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "from skmap.data import toy\n", "\n", "rdata = toy.ndvi_rdata(gappy=True)" ] }, { "cell_type": "markdown", "id": "e783d439-8a23-4262-881a-b9f7f6151f93", "metadata": {}, "source": [ "A `RasterData` instance is basically a Pandas [DataFrame](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.html) accessible through the `info` attribute" ] }, { "cell_type": "code", "execution_count": 2, "id": "cd7eb6df-7ae3-4186-8351-4543794db638", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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| 21 | \n", "ndvi | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2020-03-21 | \n", "2020-06-24 | \n", "True | \n", "skmap_seasconv_ndvi_20200321_20200624 | \n", "
| 22 | \n", "ndvi | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2020-06-25 | \n", "2020-09-12 | \n", "True | \n", "skmap_seasconv_ndvi_20200625_20200912 | \n", "
| 23 | \n", "ndvi | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2020-09-13 | \n", "2020-12-01 | \n", "True | \n", "skmap_seasconv_ndvi_20200913_20201201 | \n", "
| 24 | \n", "ndvi.yearly.std | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2015-01-01 | \n", "2015-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_std_20150101_20151231 | \n", "
| 25 | \n", "ndvi.yearly.p50 | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2015-01-01 | \n", "2015-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_p50_20150101_20151231 | \n", "
| 26 | \n", "ndvi.yearly.std | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2016-01-01 | \n", "2016-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_std_20160101_20161231 | \n", "
| 27 | \n", "ndvi.yearly.p50 | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2016-01-01 | \n", "2016-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_p50_20160101_20161231 | \n", "
| 28 | \n", "ndvi.yearly.std | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2017-01-01 | \n", "2017-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_std_20170101_20171231 | \n", "
| 29 | \n", "ndvi.yearly.p50 | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2017-01-01 | \n", "2017-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_p50_20170101_20171231 | \n", "
| 30 | \n", "ndvi.yearly.std | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2018-01-01 | \n", "2018-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_std_20180101_20181231 | \n", "
| 31 | \n", "ndvi.yearly.p50 | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2018-01-01 | \n", "2018-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_p50_20180101_20181231 | \n", "
| 32 | \n", "ndvi.yearly.std | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2019-01-01 | \n", "2019-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_std_20190101_20191231 | \n", "
| 33 | \n", "ndvi.yearly.p50 | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2019-01-01 | \n", "2019-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_p50_20190101_20191231 | \n", "
| 34 | \n", "ndvi.yearly.std | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2020-01-01 | \n", "2020-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_std_20200101_20201231 | \n", "
| 35 | \n", "ndvi.yearly.p50 | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "2020-01-01 | \n", "2020-12-31 | \n", "True | \n", "skmap_aggregate.ndvi.yearly_p50_20200101_20201231 | \n", "
| \n", " | group | \n", "input_path | \n", "input_band | \n", "start_date | \n", "end_date | \n", "temporal | \n", "name | \n", "
|---|---|---|---|---|---|---|---|
| 24 | \n", "static | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "None | \n", "None | \n", "False | \n", "elev.lowestmode_gedi.eml_mf_30m_s_20000101_201... | \n", "
| 25 | \n", "static | \n", "/home/opengeohub/src/scikit-map/skmap/data/toy... | \n", "1 | \n", "None | \n", "None | \n", "False | \n", "slope.percent_gedi.eml_m_30m_s_20000101_201812... | \n", "