Deep learning models map rapid plant species changes from citizen science and remote sensing data
Anthropogenic habitat destruction and climate change are resha** the geographic
distribution of plants worldwide. However, we are still unable to map species shifts at high …
distribution of plants worldwide. However, we are still unable to map species shifts at high …
Improving rapid flood impact assessment: An enhanced multi-sensor approach including a new flood map** method based on Sentinel-2 data
Rapid flood impact assessment methods need complete and accurate flood maps to provide
reliable information for disaster risk management, in particular for emergency response and …
reliable information for disaster risk management, in particular for emergency response and …
Rapid Adaptation of Earth Observation Foundation Models for Segmentation
KP Selvam, R Ramos-Pollan, F Kalaitzis - ar** using Vision Transformer-based Deep Ensembles with uncertainty estimates
Rapid and automated flood inundation map** is critical for disaster management. While
optical satellites provide valuable data on flood extent and impact, their real-time usage is …
optical satellites provide valuable data on flood extent and impact, their real-time usage is …
Global flood extent segmentation in optical satellite images
Floods are among the most destructive extreme events that exist, being the main cause of
people affected by natural disasters. In the near future, estimated flood intensity and …
people affected by natural disasters. In the near future, estimated flood intensity and …
STURM-Flood: a curated dataset for deep learning-based flood extent map** leveraging Sentinel-1 and Sentinel-2 imagery
Flooding is a major global natural disaster exacerbated by climate change and urbanization.
Timely assessment and map** of inundations are crucial for preventive and emergency …
Timely assessment and map** of inundations are crucial for preventive and emergency …
A robust change detection methodology for flood events using SAR images
Accurate flood map** plays a critical role in disaster management, allowing for effective
response and mitigation efforts. Thus, researchers seek to boost the accuracy of flood …
response and mitigation efforts. Thus, researchers seek to boost the accuracy of flood …