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2020 – today
- 2024
[j3]Nestor Porras-Diaz
, Andres Ramirez-Jaime, Gonzalo R. Arce, Karelia Pena-Pena, David J. Harding, Mark Stephen, James MacKinnon, Rodrigo Vargas:
Transformer End-to-End Optimization of Compressive LiDARs Using Imaging Spectroscopy Side Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)- [j2]Andres Ramirez-Jaime, Karelia Pena-Pena, Gonzalo R. Arce, David J. Harding, Mark Stephen, James MacKinnon:
HyperHeight LiDAR Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c12]Guangning Yang, Jeffrey R. Chen, Brooke C. Medley, David J. Harding, Erwan Mazarico, Mark A. Stephen, Xiaoli Sun, Hui Li, Wei Lu, Xiaozhen Xu, Steven Marlow, Kenneth J. Ranson, Philip W. Dabney, James MacKinnon, William Hasselbrack:
Development of Concurrent Artificially-Intelligent Spectrometry and Adaptive Lidar System (Casals) for Swath Mapping from Space. IGARSS 2024: 926-929 - [c11]Antonia Gambacorta, Alexander Kotsakis, Rachael Kroodsma, Edward Nowottnick, Shawn Serbin, Amin Nehrir, Matt McLinden, James MacKinnon, Yaping Zhou, Narges Shahroudi, Stephen Nicholls, Robert Rosenberg, John M. Blaisdell, Robert Swap:
The West-Coast Hyperspectral Microwave Sensor Intensive Experiment (WHYMSIE). IGARSS 2024: 1430-1432 - [c10]Andres Ramirez-Jaime, Nestor Porras-Diaz, Gonzalo R. Arce, David J. Harding, Mark Stephen, James MacKinnon:
Super-Resolution of Satellite Lidars for Forest Studies Via Generative Adversarial Networks. IGARSS 2024: 2271-2274 - [c9]Nestor Porras-Diaz, Andres Ramirez-Jaime, Gonzalo R. Arce, Rodrigo Vargas, David J. Harding, Mark Stephen, James MacKinnon:
Multi-Modal Transformer for Compressive LiDARs Using Hyperspectral Imaging Side-Information. IGARSS 2024: 2451-2454 - 2023
- [j1]Antonia Gambacorta, Jeffrey Piepmeier, Mark Stephen, Joseph Santanello, John M. Blaisdell, Isaac Moradi, Will McCarty, Robert Rosenberg, Alexander Kotsakis, Fabrizio Gambini, Priscilla Mohammed, Rachael Kroodsma, James MacKinnon, Ian Stuart Adams, Paul Racette:
Advancing Atmospheric Thermodynamic Sounding From Space Using Hyperspectral Microwave Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5204-5218 (2023) - [c8]Antonia Gambacorta, Jeffrey Piepmeier, Joseph Santanello, Mark Stephen, Isaac Moradi, Rachael Kroodsma, John M. Blaisdell, Alexander Kotsakis, Robert Rosenberg, James MacKinnon, Edward Nowottnick, Meloe Kacenelenbogen, Christian Kenneth, Jie Gong, Fabrizio Gambini, Priscilla N. Mohammed, Paul Racette, Ian S. Adams:
Advancing Earth's Planetary Boundary Layer Sounding from Space Using Hyperspectral Microwave Measurements. IGARSS 2023: 1321-1324 - [c7]Alexander Kotsakis, Antonia Gambacorta, James MacKinnon, Jeffrey Piepmeier, Rachael Kroodsma, Joseph Santanello, Greg Blumberg, John M. Blaisdell, Isaac Moradi, Ian Stuart Adams:
Hyperspectral Microwave Measurement Demonstrations of Improved Thermodynamic Sounding from Space. IGARSS 2023: 1448-1449 - [c6]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:
Multi-Path Fusion: A Hierarchical Machine Learning Approach for Combining Diverse Data Sets for a Forest Monitoring New Observing System. IGARSS 2023: 1708-1711 - [c5]Andres Ramirez-Jaime, Karelia Pena-Pena, Gonzalo R. Arce, David J. Harding, Mark Stephen, James MacKinnon:
HyperHeight Lidar Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes. IGARSS 2023: 4974-4977 - [c4]James MacKinnon, Antonia Gambacorta, Jeffrey Piepmeier, Mark Stephen, Rachael Kroodsma, Joseph Santanello, Greg Blumberg, John M. Blaisdell, Isaac Moradi, Jie Gong, Alexander Kotsakis, Ian Stuart Adams:
Deep Neural Networks For Evaluating Future Satellite-Based Hyperspectral Microwave Sensor Designs. IGARSS 2023: 5210-5213 - 2022
- [c3]Milton Halem, Adam K. Kochanski, Jan Mandel, Jennifer Sleeman, Belay Demoz, Adam Bargteil, Shreya Uday Patil, Samit Shivadekar, A. Iorga, John Dorband, James MacKinnon, Sen Chiao, Zhifeng Yang, Yaacov Yesha, John Sorkin, Eugenia Kalnay, S. Safa, C. Da:
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS 2022: 403-410 - [c2]Guangning Yang, David J. Harding, Jeffrey R. Chen, Mark A. Stephen, Xiaoli Sun, Hui Li, Wei Lu, David R. Durachka, Zoran Kahric, Kenji Numata, Xiaozhen Xu, Erwan Mazarico, Kenneth Jon Ranson, Philip W. Dabney, James MacKinnon, Travis W. Wise:
Adaptive Wavelength Scanning Lidar (AWSL) for 3D Mapping from Space. IGARSS 2022: 4268-4271 - 2021
- [c1]Petya K. E. Campbell, Philip A. Townsend, Dan Mandl, James MacKinnon:
Automated Uas Measurements of Reflectance and Solar Induced Florescence (SIF) for Assessment Of the Dinamics in Photosynthetic Function, Application for Maze (Zea Mays L.) in Greenbelt, Maryland, Us. IGARSS 2021: 8265-8268
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