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Geospatial Python Tutorials

GeoPandas

Bulk Geocoding Addresses
Performing Spatial Queries
Extract a Shapefile Subset
Performing Fuzzy Table Joins

Xarray for Raster Data Processing

Basic Raster Styling and Analysis with Xarray
Raster Mosaicing and Clipping with Xarray
Sampling Raster Data using Points with Xarray
Sampling Raster Data using Polygons with Xarray
Extracting Time Series at a Single Point with Xarray
Extracting Time Series at Multiple Points with Xarray
Extracting Time Series at Multiple Polygons with Xarray
Processing Satellite Images with XArray

Xarray for Climate Data Processing

Aggregating Precipitation Time Series
Calculating Climate Anomaly
Computing Pixel-Wise Long-Term Climate Trends

Xarray Utilities

Create a Raster from Array
Transform Longitude Values

Dask for Parallel Processing

Creating Spatial Data
Creating a Median Composite with Dask

XEE (Xarray + Google Earth Engine)

Exporting an ImageCollection to NetCDF
Processing Time-Series with XEE and XArray
Downloading Images with XEE
Calculating Standardized Precipitation Index (SPI)

Segment Geospatial

Extracting Farm Boundaries using Segment Geospatial
Detecting Mine Perimeter with Segment Geospatial

Web APIs

Locating Nearest Facility with OpenRouteService Time-Distance Matrix API
Natural Language Processing using OpenAI API
Weather Forecast using OpenMeteo API

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By Ujaval Gandhi

This work is licensed under a CC BY 4.0 license.