Mark L. Carroll
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
2
Active years
2002–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICDM | Deep Learning Approaches for Cloud Property Retrieval: Comparing Foundation Model Fine-Tuning with Training From Scratch. | Danielle Murphy, Kevin Zhang, Caleb Parten, Autumn Sterling, Haoxiang Zhang, Xingyan Li, Jordan A. Caraballo-Vega, Jie Gong, Mark L. Carroll, Jianwu Wang |
| 2024 | IGARSS | A Deep Learning Data Fusion Approach for Modeling Land use in Smallholder Agriculture Systems. | Margaret Wooten, Jordan A. Caraballo-Vega, Nathan Thomas, William C. Wagner, Christopher S. R. Neigh, Mark L. Carroll, Molly E. Brown, Abdoul Aziz Diouf, Modou Mbaye, Babacar Ndao, Konrad Wessels, Woubet G. Alemu |
| 2024 | IGARSS | EO-Validation: Low Latency Commodity-Based Collaborative Validation Framework for Geoai Data Products. | Jordan A. Caraballo-Vega, Caleb Spradlin, Mark L. Carroll, Christopher S. R. Neigh, Margaret Wooten, Konrad Wessels, Minh Tri Le, Savannah L. Strong, Melanie Frost, Amanda Burke, Woubet G. Alemu, Abdoul Aziz Diouf, Modou Mbaye, Babacar Ndao, Nathan Thomas, Molly Brown |
| 2023 | IGARSS | Producing a Science-Ready Commercial Data Archive: A Workflow for Estimating Surface Reflectance for High Resolution Multispectral Imagery. | Paul M. Montesano, Mark L. Carroll, Christopher S. R. Neigh, Matthew J. Macander, Jordan A. Caraballo-Vega, Gerald V. Frost, Glenn S. Tamkin |
| 2023 | IGARSS | Large-Scale Distributed Compositing and Statistics Framework For Very-High-Resolution Remote Sensing Imagery. | Caleb Spradlin, Margaret Wooten, Jordan A. Caraballo-Vega, Mark L. Carroll, Christopher S. R. Neigh, Konrad Wessels, Minh Tri Le, Paul M. Montesano, Woubet G. Alemu, Nathan Thomas |
| 2023 | IGARSS | Training Strategies of Cnn for Land Cover Mapping with High Resolution Multi-Spectral Imagery in Senegal. | Minh Tri Le, Konrad Wessels, Jordan A. Caraballo-Vega, Nathan Thomas, Margaret Wooten, Mark L. Carroll, Christopher S. R. Neigh |
| 2023 | IGARSS | Multi-Path Fusion: A Hierarchical Machine Learning Approach for Combining Diverse Data Sets for a Forest Monitoring New Observing System. | James MacKinnon, David J. Harding, Mark Moussa, Matt Brandt, Paul M. Montesano, Mark L. Carroll, Randolph H. Wynne, Valerie A. Thomas, Fred Huemmrich, K. Jon Ranson |
| 2022 | IGARSS | Remote Sensing Powered Containers for Big Data and AI/ML Analysis: Accelerating Science, Standardizing Operations. | Jordan A. Caraballo-Vega, Noah S. Oller Smith, Mark L. Carroll, Laura Carriere, John E. Jasen, Minh Tri Le, Jian Li, Kenneth Peck, Savannah L. Strong, Glenn S. Tamkin, Matthew A. Thompson, John H. Thompson |
| 2020 | IGARSS | A Multi-Modal Approach for Monitoring Changes in Agriculture in the Mekong River Delta. | Christopher S. R. Neigh, Nathan Thomas, Mark L. Carroll, Margaret Wooten, Jessica L. McCarty |
| 2020 | IGARSS | MERRAMax: A machine learning approach to stochastic convergence with a multi-variate dataset. | Mark L. Carroll, John L. Schnase, R. L. Gill, Glenn S. Tamkin, Jian Li, T. P. Maxwell, Savannah L. Strong, M. Aronne |
| 2019 | IGARSS | An API for Spaceborne Sub-Meter Resolution Products for Earth Science. | Christopher S. R. Neigh, Compton J. Tucker, Mark L. Carroll, Paul M. Montesano, Daniel A. Slayback, Margaret R. Wooten, Alexei I. Lyapustin, David E. Shean, Oleg Alexandrov, Matthew J. Macander |
| 2017 | IGARSS | NASA Wrangler: Automated cloud-based data assembly in the recover wildfire decision support system. | John L. Schnase, Mark L. Carroll, Roger Gill, Margaret Wooten, Keith T. Weber, Kindra Blair, Jeffrey May, William Toombs |
| 2003 | IGARSS | Development of 500 meter vegetation continuous field maps using MODIS data. | Matthew C. Hansen, Ruth S. DeFries, John R. Townshend, Mark L. Carroll, Charlene M. DiMiceli, Robert A. Sohlberg |
| 2002 | IGARSS | The MODIS rapid response project. | Jacques Descloitres, Rob Sohlberg, John Owens, Louis Giglio, Christopher Justice, Mark L. Carroll, John Seaton, Missy Crisologo, Mark Finco, Keith Lannom, Tom Bobbe |