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Ecosystem and Species Mapping

  • Predictive Ecosystem Mapping 
  • Rare species prediction maps
  • Habitat Suitability Mapping  
  • Landscape Rarity and Diversity Feature mapping 
  • Refugia identification
  • Accuracy Assessment Calculations (PEM)


Spatial Analysis

  • Home Range Identification and mapping
  • Kernel Density Estimate (KDE)
  • Migration movement patterns
  • Machine Learning Predictive Occurrence 

Statistical Analysis

  • Various statistical analysis techniques (HGAM, HGLM, GLM), using frequentist and Bayesian approaches.
  • Machine Learning models (Random Forest , XGboost) 
  • Trend assessment and predictions
  • Stratified Sample Plan development 

GIS Services

  • Cartographic Products
  • Field Data Collection app development (Avenza, ESRI)
  • Image Processing
  • Remote Sensed change detection

Teaching and Training Course

  • Develop custom spatial training and workshops ( R, spatial analysis, QGIS, telemetry data) 
  • Provide one-on-one support and training for intermediate and advanced R programmers 

Data management & custom tool development

  • Spatial and tabular data management 
  • Database and reporting products
  • R Package and specific tool development


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