Climate Modeling

Environmental & Climate Modeling

GeoExperts applies digital modeling to analyze interactions between atmospheric, hydrological, and ecological systems as part of climate-change impact assessment and adaptation planning.

Work Methodology

  1. Climate Data Collection
    • Compiling datasets from ERA5, NASA POWER, and NOAA and harmonizing them via Python and R.
  2. Trend Analysis
    • Calculating climate indices such as SPI, SPEI, PET, and temperature anomalies.
  3. Hydrological Modeling
    • Using SWAT and HBV models to simulate hydrological responses to changes in rainfall and temperature.
  4. Future Scenario Analysis
    • Applying RCP4.5 and RCP8.5 scenarios to estimate changes in rainfall and runoff.
  5. Policy & Recommendations
    • Developing exposure and vulnerability maps and proposing long-term adaptation strategies.

Technical Deliverables

  • Climate risk maps.
  • Climate change analysis reports.
  • Interactive environmental–climate simulation models.
  • Adaptation strategies for high-risk regions.