Spatial Analysis and Remote Sensing with Python.
GeoPandas
- Subset a Shapefile using a Spreadsheet
- Performing Spatial Query
- Performing Fuzzy Table Joins
- Bulk Geocoding with GeoPy and GeoPandas
OpenRouteService API
- Locating Nearest Facility with Origin-Destination Matrix
XArray
- Create Raster from Array
- Transform Longitude Values
- Raster Mosaicing and Clipping
- Basic Raster Styling and Analysis
- Calculating Climate Anomaly
- Sampling Raster Data
- Zonal Statistics
- Extracting a Time-Series
- Extracting a Time-Series (XEE)
XArray with Dask
- Creating Spatial Data
- LISS4 Image Processing using XArray and Dask
STAC
- STAC API Search
Planetary Computer
- Sentinel-2 Median Composite View Notebook