Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events
- Maciel Zortea
- Michal Muszynski
- et al.
- 2023
- IEEE GRSL
Publications
285 results for Climate and Sustainability
Arable soil nitrogen dynamics reflect organic inputs via the extended composite phenotype
- 2022
- Nat. Food.
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data
- 2022
- Big Data 2022
Identifying Extreme Regimes in Climate-Scale Digital Twins: a Roadmap
- 2022
- Big Data 2022
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?
- Michal Muszynski
- Tobias Hölzer
- et al.
- 2022
- Big Data 2022
Centering Justice in Cross-Sector Environmental Research Collaborations
- 2022
- AGU Fall 2022
Improving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithm
- Jorge Luis Guevara Diaz
- Maria Julia De Castro Villafranca Garcia
- et al.
- 2022
- AGU Fall 2022
Impacts of Heat Waves and Poor Air Quality on the Health of Children: An Environmental Justice Issue
- Anshita Verma
- Vagner Figueredo de Santana
- et al.
- 2022
- AGU Fall 2022
A Reinforcement Learning Framework Built Within a SWAT Model Physical Environment to Inform Crop Management
- Fearghal O'Donncha
- Malvern Madondo
- et al.
- 2022
- AGU Fall 2022
Using Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological Models
- Raya Horesh
- Muneeza Azmat
- et al.
- 2022
- AGU Fall 2022