Daniel J. Sousa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Spectral Characteristics

Spatiotemporal Data

Top Venues

Adv. Artif. Intell. Mach. Learn.

Publications

Christopher Small, Daniel J. Sousa
Spectroscopic Phenological Characterization of Mangrove Communities. Remote. Sens. 16 (15) (2024)
Christopher Small, Daniel J. Sousa
Robust Cloud Suppression and Anomaly Detection in Time-Lapse Thermography. Remote. Sens. 16 (2) (2024)
Jeffrey Price, Daniel J. Sousa, Francis J. Sousa
Effect of Spatial and Spectral Scaling on Joint Characterization of the Spectral Mixture Residual: Comparative Analysis of AVIRIS and WorldView-3 SWIR for Geologic Mapping in Anza-Borrego Desert State Park. Sensors 23 (15) (2023)
Daniel J. Sousa, Christopher Small
Topological Generality and Spectral Dimensionality in the Earth Mineral Dust Source Investigation (EMIT) Using Joint Characterization and the Spectral Mixture Residual. Remote. Sens. 15 (9) (2023)
Christopher Small, Daniel J. Sousa
Spectral Characteristics of the Dynamic World Land Cover Classification. Remote. Sens. 15 (3) (2023)
Daniel J. Sousa, Christopher Small
Which Vegetation Index? Benchmarking Multispectral Metrics to Hyperspectral Mixture Models in Diverse Cropland. Remote. Sens. 15 (4) (2023)
Francis J. Sousa, Daniel J. Sousa
Hyperspectral Reconnaissance: Joint Characterization of the Spectral Mixture Residual Delineates Geologic Unit Boundaries in the White Mountains, CA. Remote. Sens. 14 (19) (2022)
Christopher Small, Daniel J. Sousa
The Sentinel 2 MSI Spectral Mixing Space. Remote. Sens. 14 (22) (2022)
Daniel J. Sousa, Christopher Small
Joint Characterization of Sentinel-2 Reflectance: Insights from Manifold Learning. Remote. Sens. 14 (22) (2022)
Daniel J. Sousa, Christopher Small
Land Cover Dynamics on the Lower Ganges-Brahmaputra Delta: Agriculture-Aquaculture Transitions, 1972-2017. Remote. Sens. 13 (23) (2021)
Daniel J. Sousa, Christopher Small
Joint Characterization of Multiscale Information in High Dimensional Data. Adv. Artif. Intell. Mach. Learn. 1 (3) (2021)
Daniel J. Sousa, Christopher Small
Joint Characterization of Spatiotemporal Data Manifolds. CoRR (2021)
Christopher Small, Daniel J. Sousa
Spatiotemporal evolution of COVID-19 infection and detection within night light networks: comparative analysis of USA and China. Appl. Netw. Sci. 6 (1) (2021)
Christopher Small, Daniel J. Sousa
The Climatic Temporal Feature Space: Continuous and Discrete. Adv. Artif. Intell. Mach. Learn. 1 (2) (2021)
Daniel J. Sousa, Christopher Small
Mapping and Monitoring Rice Agriculture with Multisensor Temporal Mixture Models. Remote. Sens. 11 (2) (2019)
Christopher Small, Daniel J. Sousa
Spatiotemporal Characterization of Mangrove Phenology and Disturbance Response: The Bangladesh Sundarban. Remote. Sens. 11 (17) (2019)
Francis J. Sousa, Daniel J. Sousa
Spatial Patterns of Chemical Weathering at the Basal Tertiary Nonconformity in California from Multispectral and Hyperspectral Optical Remote Sensing. Remote. Sens. 11 (21) (2019)
Daniel J. Sousa, Christopher Small, Andrew Spalton, Andy Yaw Kwarteng
Coupled Spatiotemporal Characterization of Monsoon Cloud Cover and Vegetation Phenology. Remote. Sens. 11 (10) (2019)
Daniel J. Sousa, Christopher Small
Spectral Mixture Analysis as a Unified Framework for the Remote Sensing of Evapotranspiration. Remote. Sens. 10 (12) (2018)
Daniel J. Sousa, Christopher Small
Multisensor Analysis of Spectral Dimensionality and Soil Diversity in the Great Central Valley of California. Sensors 18 (2) (2018)