Land Use Science in Action
Coastal Land Change Under Sea Level Rise
A study of the interplay between land cover and landowner decisions on the east coast of the U.S.
- Developed a satellite imagery-based map of coastal land degradation on working lands.
- Sea level rise impacts interact with landowner decisions, not just physical processes.
- Landowner risk perception and social interactions are key drivers of adaptation actions.
- A spatially explicit agent-based model linking NASA Earth observations, sea level projections, and human decision-making will help to identify the impact of human decision-making on coast landcover change under future scenarios.
Irrigation influence on energy fluxes in the context of flash droughts
Is there any evidence that changes in representation of irrigation affects the evolution of flash droughts?
- Irrigation associated water fluxes locally improve soil moisture and humidify the atmosphere, buffering the feedback mechanism of flash droughts
- Latent heat can be expected to increase by 50% from heavily irrigated areas. (Huber et al, 2018)
- The study domain has ~34.4% of grid cells have at least some irrigated area. Heavily irrigated areas like eastern Nebraska may alter dynamics downstream.
Impacts of Urban Green Infrastructure on Extreme Events in Cities
A Multi-City Digital Twin Study of the Role of Green Infrastructure in Coupled Land-Atmosphere Prediction
• Developed Noah-MP HUE —the first urban land surface model with sub-grid lateral water transfer and GI heterogeneity
• Urban vegetation in Milwaukee reduced simulated land surface temperatures by 5–15% in heavily impervious areas
• Nocturnal urban heat island reduced by ~2% and precipitation patterns improved vs. in-situ observations
• Large-scale greening reduces summer runoff and lowers daytime heat index on extreme heat days (≥90°F)
• Noah-MP HUE is coupled with WRF, enabling city-scale digital twin simulations of GI adaptation scenarios
Improving numerical weather models with improved satellite LCLU maps
Developing a Digital Twin to estimate the impact of LCLUC on local-scale weather
- LCLUC has critical impacts on meteorology and local- to global-scale climate.
- Improved representation of LCLU, and methods to quantify the impacts of LCLUC on meteorology, gained from this project will aid the development of NASA’s L-ESDT.
- Updated LCLU maps from Landsat improved WRF urban air temperature predictions by ~50%.
- This project will produce the first-ever fractional contribution budget of the major landscape transformation processes on changes in local- to regional-scale meteorology.
Understanding variability of dry and web-bulb temperature across tropical cities
- Satellite land surface temperature (LST) is often used as an indicator of urban heat hazards.
- ECOSTRESS provides high-resolution LST data spanning the entire diurnal cycle.
- However, satellites do not measure the air temperatures that directly influence humans.
- We used ECOSTRESS data and land cover indices to predict dry and wet-bulb temperatures at indoor and outdoor neighborhoods in Ahmedabad and Surat.