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Research

Water-cycle processes, from the root zone to the river basin.

Climate & resilience

Hydroclimatic extremes

We investigate the response of watersheds and vegetation to compound heat-drought events. By connecting water-balance modeling with environmental observations, we identify vulnerable regions and examine the effects of extremes on root-zone water storage and heat risk.

  • Compound heat and drought
  • Root-zone water storage
  • Ecosystem vulnerability

Water & ecosystems

Ecohydrological modeling

Our research links infiltration and runoff processes with evapotranspiration, vegetation water use, and biogeochemical dynamics. Work spans layered soils, Mediterranean-climate forests, and mountain catchments, combining process-based models with field observations.

  • Evapotranspiration
  • Soil infiltration
  • Water-carbon interactions

Sensing & observations

Multi-source data fusion

We integrate remote sensing and ground-based measurements to estimate precipitation, map snow water equivalent, and detect the rain-snow transition. Wireless sensor networks and IoT-based soil monitoring connect local measurements to catchment-scale understanding.

  • Wireless sensor networks
  • Snow water equivalent
  • Remote sensing & IoT

AI & environmental science

AI for water prediction

We explore deep learning, time-series foundation models, and data assimilation for hydrological and water-quality prediction. Applications include nitrogen forecasting under data scarcity and snowpack estimation supported by ground observations.

  • Time-series foundation models
  • Water-quality forecasting
  • Deep learning

Science & decisions

Water resources management

We study river-lake connectivity, human-water relationships, and the capacity of regional water resources to support development. This work connects hydrological processes with environmental management and the effects of human activities.

  • River-lake connectivity
  • Human-water relationships
  • Regional carrying capacity

Process-based modeling

Infiltration in layered soils.

Physically based models help explain how soil structure and slope influence the movement of water below the surface.

Research animation of infiltration in sloping, layered soils
Infiltration in sloping layered soils · Doctoral research, 2014–2017
Read the related publication