Coral reefs are an essential source of marine biodiversity, but they are declining at an
alarming rate under the combined effects of global change and human pressure. A precise …

Mapping and monitoring coral reef benthic composition using remotely sensed imagery
provides a large-scale inference of spatial and temporal dynamics. These maps have …

Wildfires are one of the major disasters among many and are responsible for more than 6
million acres burned in the United States alone every year. Accurate, insightful, and timely …

Satellite-derived bathymetry (SDB) techniques are increasingly valuable for deriving high-
quality bathymetric maps of coral reefs. Investigating the performance of the related SDB …

NASA NeMO-Net, the Neural Multimodal Observation and Training Network for global coral
reef assessment, is a convolutional neural network (CNN) that generates benthic habitat …

The ongoing crisis of climate change necessitates the development of effective methods for
monitoring and mapping environmental features and species to ensure their preservation …

Deep neural networks provide remarkable performances on supervised learning tasks with
extensive collections of labeled data. However, creating such large well-annotated data sets …