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Multi-Scale Spatial Heterogeneity In Ice-Wedge Permafrost Degradation
(2023)
Common methods of mapping ice-wedge degradation use surface water in remotely sensed imagery as a proxy for ice-wedge degradation; this method consistently underestimates total degradation and ice-wedge extents as surface ...
Physics-Informed Weakly Supervised Learning for Near Real-Time Flood Mapping
(2022)
Advances in deep learning and computer vision are making significant contributions to disaster management when used in combination with remotely sensed data. Although existing supervised methods proved to be effective, ...
Role of Urban Plan Quality and Land Surface Characteristics in Urban Heat Island Outcomes
(2022)
As climate change continues to intensify temperature extremes across the world, understanding the impacts of extreme heat events and planning strategies for heat adaptation and mitigation are critical to human wellbeing. ...