Brief summaries of my recent research — click any card to read the full story.
01
June 2026
Physio-climatic controls on vulnerability of watersheds
- Combine exploratory modeling and comparative hydrology.
- Define vulnerability useful under large uncertainties.
- Estimate vulnerability of 69 US watersheds.
02
June 2026
Whittaker-Biome framework for climate change impact
- Compare fixed vs. changing model parameters.
- Changing parameters significantly alter estimates.
- Covers a majority of catchments.
03
June 2026
Catchment classification & hydrologic response
- Develop a standardised classification framework.
- Use multiple methods and performance metrics.
- Link water quality to catchment characteristics.
04
July 2026
Machine learning for hydrological forecasting
- Hybrid physical-ML models for streamflow prediction.
- Interpretable AI for water resources management.
- Benchmarking across diverse catchments.
05
July 2026
Urban water systems under climate stress
- Assess resilience of urban water infrastructure.
- Develop adaptive management strategies.
- Case studies from major metropolitan areas.
06
August 2026
Groundwater recharge in semi-arid regions
- Evaluate natural and managed recharge methods.
- Combine remote sensing and in-situ data.
- Policy recommendations for water security.