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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
Raster Mosaicing and Clipping
Sampling Raster Data with XArray
Zonal Statistics with XArray
Extracting a Time Series
Create a Raster from Array

XArray for Climate Data Processing

Aggregating Precipitation Time Series
Calculating Climate Anomaly
Computing Climate Trends
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
Downloading Images with XEE

Segment Geospatial

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

Web APIs

Locating Nearest Facility with Origin-Destination Matrix
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.