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python-tutorials's Introduction

Python Tutorials

Spatial Analysis and Remote Sensing with Python.

GeoPandas

  • Subset a Shapefile using a Spreadsheet Open In Colab Watch on YouTube
  • Performing Spatial Query Open In Colab Watch on YouTube
  • Performing Fuzzy Table Joins Open In Colab
  • Bulk Geocoding with GeoPy and GeoPandas Open In Colab Watch on YouTube

OpenRouteService API

  • Locating Nearest Facility with Origin-Destination Matrix Open In Colab Watch on YouTube

XArray

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

Dask

  • Creating Spatial Data Open In Colab
  • LISS4 Image Processing using XArray and Dask Open In Colab
  • Creating a Median Composite with Dask Open In Colab
  • Creating a Median Composite with Dask and Coiled Open In Colab

STAC

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

AI and Deep Learning

Segment Geospatial

  • Extracting Farm Boundaries using Segment Geospatial Open In Colab
  • Detecting Mine Perimeter with Segment Geospatial Open In Colab

OpenAI API

  • Mapping News Articles Open In Colab

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