Mark Carroll

Goddard Space Flight Center — United States

Environmental Science · Physical Sciences

31h-index5.5kcitations131works1.92yr avg
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Research Topics

Remote Sensing in Agriculture(38), Climate change and permafrost(16), Remote Sensing and Land Use(16), Land Use and Ecosystem Services(15), Remote Sensing and LiDAR Applications(15)

Publications131 total

SHIFTS IN SEASONAL CLIMATIC SUITABILITY FOR CASSIN'S SPARROW (PEUCAEA CASSINII) OVER FOUR DECADES
The Southwestern Naturalist·2026
Extrapolation of Periodic Functions Using Binary Encoding of Continuous Numerical Values
arXiv (Cornell University)·2025Open Access
Optical imagery and digital spaces in the era of machine learning for better geospatial information and services
Elsevier eBooks·2025
List of contributors
Elsevier eBooks·2025
Mapping bathymetry of inland water bodies on the North Slope of Alaska with Landsat using Random Forest
ArXiv.org·2025· 3 citedOpen Access
Russian forests show strong potential for young forest growth
Communications Earth & Environment·2025· 4 citedOpen Access
Shifts in breeding phenology for Cassin’s Sparrow ( Peucaea cassinii ) over four decades
Journal of Field Ornithology·2025Open Access
Particle-based investigation of excipients stability: the effect of storage conditions on moisture content and swelling
RSC Pharmaceutics·2025· 6 citedOpen Access
SatVision-TOA: A Geospatial Foundation Model for Coarse-Resolution All-Sky Remote Sensing Imagery
arXiv (Cornell University)·2024Open Access
A Deep Learning Data Fusion Approach for Modeling Land use in Smallholder Agriculture Systems
2024· 1 cited
EO-Validation: Low Latency Commodity-Based Collaborative Validation Framework for Geoai Data Products
2024· 1 cited
A shift in transitional forests of the North American boreal will persist through 2100
Communications Earth & Environment·2024· 11 citedOpen Access
A Novel Approach to Impact Crater Mapping and Analysis on Enceladus, Using Machine Learning
Journal of Geophysical Research Planets·2024· 2 citedOpen Access
Surface Reflectance From Commercial Very High Resolution Multispectral Imagery Estimated Empirically With Synthetic Landsat (2023)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 1 citedOpen Access
Complex changes in climatic suitability for Cassin’s Sparrow ( Peucaea cassinii ) revealed by retrospective ecological niche modeling
Journal of Field Ornithology·2024Open Access
MERRA-based trend analysis identifies complex, multidecadal patterns of changing climatic suitability for Cassin’s Sparrow ( <i>Peucaea cassinii</i> )
2023Open Access
Large-Scale Distributed Compositing and Statistics Framework For Very-High-Resolution Remote Sensing Imagery
2023· 3 cited
Producing a Science-Ready Commercial Data Archive: A Workflow for Estimating Surface Reflectance for High Resolution Multispectral Imagery
2023· 1 cited
Multi-Path Fusion: A Hierarchical Machine Learning Approach for Combining Diverse Data Sets for a Forest Monitoring New Observing System
2023· 1 cited
Training Strategies of Cnn for Land Cover Mapping with High Resolution Multi-Spectral Imagery in Senegal
2023· 3 cited
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Frequent Co-authors

C. Dimiceli(13), Matthew C. Hansen(11), R. A. Sohlberg(9), C. S. R. Neigh(9), Margaret Wooten(9), Ruth DeFries(8), J. R. Townshend(7), Molly E. Brown(7), Tatiana Loboda(6), John Townshend(5), Benjamin Poulter(5), Zhen Zhang(4), Etienne Fluet‐Chouinard(4), Katherine Jensen(4), Gustaf Hugelius(4), Thomas Gumbricht(4), Catherine Prigent(4), Annett Bartsch(4), Kyle C. McDonald(4), J. L. McCarty(4)