Warning

This repository is now deprecated. See the updated tutorials at https://www.geopythontutorials.com/

Python Tutorials

Spatial Analysis and Remote Sensing with Python.

GeoPandas

• Subset a Shapefile using a Spreadsheet Visit Tutorial
• Performing Spatial Query Visit Tutorial
• Performing Fuzzy Table Joins Visit Tutorial
• Bulk Geocoding with GeoPy and GeoPandas Visit Tutorial

OpenRouteService API

• Locating Nearest Facility with Origin-Destination Matrix Visit Tutorial

XArray

• Create Raster from Array Visit Tutorial
• Transform Longitude Values Visit Tutorial
• Raster Mosaicing and Clipping Transform Longitude Values Visit Tutorial
• Basic Raster Styling and Analysis Visit Tutorial
• Calculating Climate Anomaly Visit Tutorial
• Sampling Raster Data Visit Tutorial
• Zonal Statistics Visit Tutorial
• Extracting a Time-Series Visit Tutorial
• Extracting a Time-Series (COGs)

XArray and GEE (XEE)

• Extracting a Time-Series (XEE)
• Calculating Standardized Precipitation Index (SPI) Visit Tutorial
• Extracting a Raster Visit Tutorial

Dask

• Creating Spatial Data Visit Tutorial
• LISS4 Image Processing using XArray and Dask
• Creating a Median Composite with Dask Visit Tutorial)
• Creating a Median Composite with Dask and Coiled Visit Tutorial)

STAC

• STAC API Search
• STAC Query and Computation
• Deprecated Planetary Computer Sentinel-2 Median Composite View Notebook

AI and Deep Learning

Segment Geospatial

• Extracting Farm Boundaries using Segment Geospatial Visit Tutorial
• Detecting Mine Perimeter with Segment Geospatial Visit Tutorial

OpenAI API

• Mapping News Articles Visit Tutorial