Software Expertise
(1) Geospatial Analysis & Remote Sensing
- ArcGIS Pro – Advanced spatial analysis, mapping, and geodatabase management
- QGIS – Open-source GIS for spatial data analysis and visualization
- ERDAS IMAGINE – Satellite image processing and land-use/land-cover classification
- ENVI – Hyperspectral and multispectral image analysis
- Google Earth Engine – Cloud-based large-scale geospatial data processing and time-series analysis
(2) Landscape Ecology & Connectivity Modeling
- FRAGSTATS – Landscape metrics and spatial pattern analysis
- Graphab – Graph-based habitat connectivity modeling
- Circuitscape – Movement and connectivity modeling using circuit theory
- Linkage Mapper – Identification and mapping of wildlife corridors
- Conifer – Spatial analysis and environmental modeling
(3) Species Distribution & Ecological Modeling
- Maxent – Species distribution and habitat suitability modeling
- PRESENCE – Occupancy modeling and detection probability estimation
- MARK – Capture–recapture and population parameter estimation
- DISTANCE – Distance sampling and population density estimation
(4) Programming, Data Analysis & Modeling
- RStudio (R) – Statistical analysis, spatial modeling, and ecological data visualization
- Python (PyCharm, Jupyter Notebook, Visual Studio Code) – Data processing, automation, modeling, and machine learning workflows
- MATLAB – Numerical modeling, simulations, and algorithm development
- NetLogo – Agent-based and individual-based ecological modeling
(5) Data Visualization & Statistical Analysis
- Power BI – Interactive dashboards and data visualization
- SPSS – Statistical analysis and data management
- Google Earth – Spatial visualization and ground-truthing support