Jasmeet Judge, Ph.D.
Professor of Agricultural and Biological Engineering
Institute of Food and Agricultural Sciences
Jasmeet Judge’s work uses satellite technology to reveal how water, land and crops interact, giving farmers, scientists and policymakers the insight they need to make informed decisions. By capturing data on soil moisture, crop growth and flooding, her research provides a clearer picture of how landscapes change over time. Her goal is to combine satellite data and artificial intelligence to support agricultural hydrology and land use planning, turning observations from space into practical tools for managing resources on the ground.
A key feature of her research is improving how satellite data is interpreted. Judge’s team develops models that integrate the physics of signal interactions with crops and soils into advanced machine-learning approaches. These tools allow researchers to make accurate predictions even in regions where on-the- ground data are limited. Her work has made it possible to estimate crop growth stages across large agricultural regions, including areas without existing monitoring systems.
Judge’s research also extends to real-time applications with direct public impact. Her team developed a flood mapping system that is now used operationally by the National Oceanic and Atmospheric Administration, expanding flood forecasts from local models to coverage across the United States. This work provides detailed, timely information that can help communities respond to flood risks and improve disaster preparedness.
Beyond prediction, Judge’s work supports decision-making in agriculture and land use. She has led international projects that bring together satellite data and geographic information systems to help identify areas where competing land uses — such as farming, urban growth and conservation — create conflict. These tools are being used by planners and organizations in regions including West Africa and southern Africa, helping guide development decisions.
Judge also leads the Center for Remote Sensing at UF, which brings together scientists from multiple disciplines to advance the use of data and technology in agriculture and environmental science. Through her work, Judge is helping translate satellite observations into actionable insights, improving how water, food systems and landscapes are managed in a changing world.