geomaster

Files (14)

• README.md
• SKILL.md
• advanced-gis.md · references/
• big-data.md · references/
• code-examples.md · references/
• core-libraries.md · references/
• data-sources.md · references/
• gis-software.md · references/
• industry-applications.md · references/
• machine-learning.md · references/
• programming-languages.md · references/
• remote-sensing.md · references/
• scientific-domains.md · references/
• specialized-topics.md · references/

SKILL.md (first lines)

# GeoMaster

GeoMaster is a comprehensive geospatial science skill covering the full spectrum of geographic information systems, remote sensing, spatial analysis, and machine learning for Earth observation. This skill provides expert knowledge across 70+ topics with 500+ code examples in 7 programming languages.

## Installation

### Core Python Geospatial Stack

```bash
# Install via conda (recommended for geospatial dependencies)
conda install -c conda-forge gdal rasterio fiona shapely pyproj geopandas

# Or via uv
uv pip install geopandas rasterio fiona shapely pyproj
```

### Remote Sensing & Image Processing

```bash
# Core remote sensing libraries
uv pip install rsgislib torchgeo eo-learn

# For Google Earth Engine
uv pip install earthengine-api

# For SNAP integration
# Download from: https://step.esa.int/main/download/
```

### GIS Software Integration

```bash
# QGIS Python bindings (usually installed with QGIS)
# ArcPy requires ArcGIS Pro installation

# GRASS GIS
conda install -c conda-forge grassgrass

# SAGA GIS
conda install -c conda-forge saga-gis
```

### Machine Learning for Geospatial

```bash
# Deep learning for remote sensing
uv pip install torch-geometric tensorflow-caney

# Spatial machine learning
uv pip install libpysal esda mgwr
uv pip install scikit-learn xgboost lightgbm
```

### Point Cloud & 3D

```bash
# LiDAR processing
uv pip install laspy pylas

# Point cloud manipulation
uv pip install open3d pdal

# Photogrammetry
uv pip install opendm
```

### Network & Routing

```bash
# Street network analysis
uv pip install osmnx networkx

# Routing engines
uv pip install osrm pyrouting
```

### Visualization

```bash
# Static mapping
uv pip install cartopy contextily mapclassify

# Interactive web maps
uv pip install folium ipyleaflet keplergl

# 3D visualization
uv pip install pydeck pythreejs
```

### Big Data & Cloud

```bash
# Distributed geospatial processing
uv pip install dask-geopandas

# Xarray for multidimensional arrays
uv pip install xarray rioxarray

# Planetary Computer
uv pip install pystac-client planetary-computer
```

### Database Support

```bash
# PostGIS
conda install -c conda-forge postgis

# SpatiaLite
conda install -c conda-forge spatialite

# GeoAlchemy2 for SQLAlchemy
uv pip install geoalchemy2
```

### Additional Programming Languages

```bash
# R geospatial packages

From foryourhealth111-pixel/Vibe-Skills, MIT.

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