| Optimizing WorldView-2,-3 cloud masking using machine learning approaches JA Caraballo-Vega, ML Carroll, CSR Neigh, M Wooten, B Lee, A Weis, ... Remote Sensing of Environment 284, 113332, 2023 | 17 | 2023 |
| Using High‐Resolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies AL Mullen, JD Watts, BM Rogers, ML Carroll, CD Elder, J Noomah, ... Geophysical Research Letters 50 (7), e2022GL102327, 2023 | 12 | 2023 |
| Towards Scalable & GPU Accelerated Earth Science Imagery Processing: An AI/ML Case Study J Caraballo-Vega, M Carroll, J Li, D Duffy AGU Fall Meeting Abstracts 2021, IN21A-08, 2021 | 3 | 2021 |
| ABoVE: Lake and Pond Extents in Alaskan Boreal and Tundra Subregions, 2019-2021 A Mullen, JD Watts, BM Rogers, ML Carroll, JA Caraballo-Vega, ... ORNL DAAC, 2023 | 2 | 2023 |
| Remote sensing powered containers for big data and AI/ML analysis: Accelerating science, standardizing operations JA Caraballo-Vega, NSO Smith, ML Carroll, L Carriere, JE Jasen, MT Le, ... IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 1 | 2022 |
| Ensemble Learning Methods & Deep Learning for the Task of Cloud Detection J Caraballo-Vega, M Carroll, C Neigh, M Wooten, M Aronne, B Lee, ... AGU Fall Meeting Abstracts 2021, IN25C-0466, 2021 | 1 | 2021 |
| Molecular dynamics simulation of electrodes for capacitors made with nano-onions JAC Vega, FM Miranda Proc. of the National Conf. on Undergraduate Research, 2014 | 1 | 2014 |
| A novel approach to impact crater mapping and analysis on Enceladus, using machine learning M Blanco‐Rojas, ML Carroll, CS Spradlin, JA Caraballo‐Vega, ... Journal of Geophysical Research: Planets 129 (2), e2023JE008010, 2024 | | 2024 |
| Lake Bathymetry Maps derived from Landsat and Random Forest Modeling, North Slope, AK M BLANCO-ROJAS, CS SPRADLIN, ML CARROLL, MJ FROST, ... ORNL DAAC, 2024 | | 2024 |
| SatVision: An open-source foundation model based on vision transformer and remote sensing imagery J Li, C Spradlin, J Caraballo-Vega, M Carroll AGU23, 2023 | | 2023 |
| Satellite-Vision Downstream: Examining the Capabilities of a Pre-Trained Transformer-Based Vision Model on Multi-Modal, Multi-Scale Downstream Tasks C Spradlin, J Li, J Caraballo-Vega, M Carroll AGU23, 2023 | | 2023 |
| Identifying Changing Landscapes And Assessing Their Fine-Scaled Structure Patterns In The Boreal-Tundra Biome Boundary Of Western Alaska PM Montesano, MJ Macander, J Caraballo-Vega, MJ Frost, J Li, M Carroll, ... AGU23, 2023 | | 2023 |
| Making our commercial satellite data M Carroll, G Tamkin, CSR Neigh, P Montesano, RL Gill, C Spradlin, ... AGU23, 2023 | | 2023 |
| Land cover change analysis in the Amhara Region of Northwest Ethiopia using convolutional neural networks on WorldView imagery WG Alemu, CSR Neigh, J Caraballo-Vega, M Wooten, E Muluken, ... AGU23, 2023 | | 2023 |
| Cloud-to-ground lightning probability model for the Arctic boreal and tundra ecosystems using machine learning and the Weather Research & Forecasting (WRF) model J Caraballo-Vega, TV Loboda, M Carroll AGU23, 2023 | | 2023 |
| Regional-Scale Land Cover Change Mapping Across Senegal with Deep Learning and High Resolution Imagery M Wooten, CSR Neigh, J Caraballo-Vega, KJ Wessels, M Carroll, ... AGU23, 2023 | | 2023 |
| Large-Scale Distributed Compositing and Statistics Framework For Very-High-Resolution Remote Sensing Imagery C Spradlin, M Wooten, JA Caraballo-Vega, ML Carroll, CSR Neigh, ... IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| Producing a Science-Ready Commercial Data Archive: A Workflow for Estimating Surface Reflectance for High Resolution Multispectral Imagery P Montesano, M Carroll, C Neigh, M Macander, J Caraballo-Vega, G Frost, ... IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| Land Cover Mapping in the Amhara Region of Northwest Ethiopia Using Convolutional Neural Networks and Domain Adaptation Techniques WG Alemu, CSR Neigh, JA Caraballo-Vega, MR Wooten, E Muluken, ... IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| Training Strategies of Cnn for Land Cover Mapping with High Resolution Multi-Spectral Imagery in Senegal MT Le, K Wessels, J Caraballo-Vega, N Thomas, M Wooten, M Carroll, ... IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
M.L. CarrollData Science Group - Lead, NASA Goddard Space Flight CenterVerified email at nasa.gov
