This repository showcases a comprehensive toolkit of industry‑standard software and processing tools used in my research, projects, and professional work. The toolkit spans Geospatial Analysis, Remote Sensing, LiDAR, Hydrography, Hydrology, UAV Operations, GeoAI, and High‑Performance Computing, supporting end‑to‑end workflows from data acquisition to modeling, visualization, and decision support.
| Category | Tool Name | Key Skills |
|---|---|---|
| 🌍 GIS & Mapping | ArcGIS Pro | Advanced GIS analysis, cartography |
| ArcMap | Legacy GIS analysis and mapping | |
| ArcGIS Enterprise | Enterprise GIS deployment and management | |
| ArcGIS Online | Web GIS, cloud mapping, sharing & collaboration | |
| QGIS | Open‑source GIS, spatial analysis | |
| GDAL / OGR | Raster & vector processing, reprojection | |
| PROJ | Coordinate reference system transformations | |
| 🛰 Remote Sensing & Imaging | ERDAS IMAGINE | Orthorectification, raster processing |
| ENVI | Image classification, spectral analysis | |
| Hyperspec III & SpectralView | Hyperspectral data processing | |
| Fiji / ImageJ | Scientific image analysis | |
| 🌐 LiDAR & Point Clouds | CloudCompare | Point‑cloud filtering, registration |
| LAStools | LiDAR classification & QA | |
| PDAL | Point‑cloud processing pipelines | |
| Velodyne Veloview | LiDAR playback & inspection | |
| Potree | Web‑based LiDAR visualization | |
| 🌊 Hydrography & Bathymetry | HYPACK | Hydrographic survey design & processing |
| CARIS HIPS & SIPS | Hydrographic workflows | |
| Qimera | Multibeam bathymetry processing | |
| RiverSurveyor / RSQ | ADCP data acquisition | |
| EXO Sonde | Water‑quality monitoring & calibration | |
| 🏞 Hydrology & Hydraulics | HEC‑RAS | River hydraulics, flood modeling |
| HEC‑HMS | Rainfall‑runoff modeling | |
| HY‑8 | Culvert & hydraulic structure analysis | |
| LISFLOOD | Large‑scale flood modeling | |
| SWAT | Watershed hydrological modeling | |
| 📡 GNSS & Trajectory | POSPac UAV | PPK GNSS/IMU trajectory processing |
| GPS Pathfinder Office | Differential GNSS correction | |
| HPI Trajectory Plotter | GNSS/IMU QA & visualization | |
| 🚁 UAV & Field Operations | UgCS Missions | Advanced UAV mission planning |
| Drone2Map | Drone imagery processing | |
| Pix4D Mapper | UAV photogrammetry | |
| ViewSpec Pro | Field spectroradiometer review | |
| 🎨 Cartography & Design | Adobe Illustrator | Final map layouts & graphic design |
| 🖥 Engineering & CAD | AutoCAD | CAD drafting for geospatial applications |
| ⚡ High‑Performance & Cloud | HPC | Large‑scale geospatial computation |
| AWS (S3, EC2, SageMaker) | Cloud storage, compute, ML pipelines | |
| Google Earth Engine | Planet‑scale Earth observation analysis | |
| Microsoft Planetary Computer | Earth observation data access | |
| OpenEO | Cloud EO processing | |
| 🤖 GeoAI & Machine Learning | PyTorch | Deep learning for GeoAI |
| TensorFlow / Keras | Neural networks & embeddings | |
| scikit‑learn | Classical ML & feature engineering | |
| XGBoost / LightGBM | Gradient boosting for spatial data | |
| SHAP | Explainable AI | |
| Dask | Scalable geospatial computation | |
| 🧪 Reproducible Research | Git / GitHub | Version control |
| Jupyter / JupyterLab | Interactive analysis | |
| Quarto / R Markdown | Reproducible reports | |
| Docker | Containerized workflows | |
| Snakemake | Workflow automation | |
| Conda / Mamba | Environment management | |
| 📊 Visualization & Communication | Matplotlib / Seaborn | Scientific plotting |
| Plotly | Interactive dashboards | |
| Kepler.gl | Large spatial data visualization | |
| Leaflet / Mapbox | Web mapping | |
| Tableau / Power BI | Decision‑support dashboards | |
| 🔬 Spectral Analysis | ASD | Field spectroradiometer calibration & analysis |
- FAIR data principles
- ASPRS positional accuracy standards
- IHO S‑44 (hydrographic surveys)
- NOAA & USACE hydrographic guidelines
- USGS LiDAR Base Specification
- https://www.esri.com/training/
- https://docs.qgis.org/
- https://www.hec.usace.army.mil/software/hec-ras/documentation.aspx
- https://aws.amazon.com/solutions/industries/geospatial/
- https://www.isprs.org