# Python Gis Ecosystem

> Python GIS Ecosystem Skill — GDAL/OGR, Fiona, Shapely, Rasterio, GeoPandas, pyproj, Folium, xarray/rioxarray, Cartopy — foundational GIS libraries

- Skill: `vamseeachanta/python-gis-ecosystem` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/python-gis-ecosystem`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/python-gis-ecosystem/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/python-gis-ecosystem

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# Python Gis Ecosystem

## When to Use This Skill

- Load and manipulate vector data (wells, pipelines, lease blocks)
- Reproject datasets between coordinate systems
- Process raster data (bathymetry, metocean grids, satellite scenes)
- Spatial joins and buffering in Python without QGIS GUI
- Create interactive web maps (Folium) or static plots (Cartopy)
- Process NetCDF metocean or oceanographic datasets (xarray/rioxarray)
- Property valuation spatial analysis (WRK-022 context)

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## Sub-Skills

- [1.1 Install (+2)](11-install/SKILL.md)
- [2.1 Coordinate Reference System Transforms (pyproj + GeoPandas) (+5)](21-coordinate-reference-system-transforms-pyproj-g/SKILL.md)
- [3.1 Export Vector to File (+1)](31-export-vector-to-file/SKILL.md)
- [4. FAILURE DIAGNOSIS](4-failure-diagnosis/SKILL.md)
- [Checklist (+1)](checklist/SKILL.md)
- [Cross-Repo Context](cross-repo-context/SKILL.md)