1. Spectral Characteristics of the Dynamic World Land Cover Classification Small, Christopher; Sousa, Daniel John 2023 Articles Land coverDeep learning (Machine learning)Spectral reflectance--Remote sensingRemote sensingClassification
2. Which Vegetation Index? Benchmarking Multispectral Metrics to Hyperspectral Mixture Models in Diverse Cropland Sousa, Daniel John; Small, Christopher 2023 Articles Vegetation surveys--Remote sensingMultispectral imagingHyperspectral imagingPrecision farmingRemote sensing
3. Iterative spatial leave-oneout cross-validation and gap-filling based data augmentation for supervised learning applications in marine remote sensing Stock, Andy; Subramaniam, Ajit 2022 Articles PhytoplanktonOcean colorRemote sensingAutocorrelation (Statistics)Marine sciences
4. Predicting and Understanding the Presence of Water through Remote Sensing, Machine Learning, and Uncertainty Quantification Harrington, Matthew R. 2022 Theses Sustainable developmentHydrologyRemote sensingCloudinessMachine learning--Industrial applicationsDeep learning (Machine learning)GroundwaterUnited States. Bureau of Reclamation
5. Pumice Raft Detection Using Machine-Learning on Multispectral Satellite Imagery Zheng, Maggie; Mittal, Tushar; Fauria, Kristen E.; Subramaniam, Ajit; Jutzeler, Martin 2022 Articles Submarine volcanoesRemote sensingPumiceMachine learningGoogle Earth
6. Ice-Shelf Stability: New Insights into Rivers and Estuaries using Remote Sensing and Advanced Visualization Boghosian, Alexandra Lucine 2021 Theses GeophysicsIce shelvesIce sheetsRiversEstuariesRemote sensing
7. Land Cover Dynamics on the Lower Ganges–Brahmaputra Delta: Agriculture–Aquaculture Transitions, 1972–2017 Sousa, Daniel John; Small, Christopher 2021 Articles Land coverAquacultureRemote sensing
8. Spatiotemporal Characterization of VIIRS Night Light Small, Christopher 2021 Articles Remote sensingRemote-sensing imagesPhotographic interpretation
9. The Land-Water Nexus in a Sinking City: The Case of Jakarta Marianne, Priska 2021 Theses City planning--Environmental aspectsFlood control--PlanningPolitical ecologyEnvironmental justiceResilience (Ecology)Remote sensingHydrology
10. Comparison of Cloud-Filling Algorithms for Marine Satellite Data Stock, Andy; Subramaniam, Ajit; Van Dijken, Gert L.; Wedding Lisa M.; Arrigo, Kevin R.; Mills, Matthew M.; Cameron, Mary A.; Micheli, Fiorenza 2020 Articles Oceanography--Remote sensingInterpolation--Data processingOcean surface topographyRemote sensing