Matthew J. McGill

University of Iowa — United States

Environmental Science · Physical Sciences

44h-index8.2kcitations239works1.32yr avg
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Research Topics

Atmospheric aerosols and clouds(169), Atmospheric chemistry and aerosols(106), Atmospheric and Environmental Gas Dynamics(89), Atmospheric Ozone and Climate(51), Meteorological Phenomena and Simulations(35)

Publications239 total

A Deep Learning Approach to Lidar Signal Denoising and Atmospheric Feature Detection
Remote Sensing·2025Open Access
Using Multitask Machine Learning to Type Clouds and Aerosols from Space-Based Photon-Counting Lidar Measurements
Remote Sensing·2025Open Access
Global Aerosol Climatology from ICESat-2 Lidar Observations
Remote Sensing·2025· 1 citedOpen Access
The Heartland Environmental Alliance for Resilience & Transformation (HEART) – Improving the Lives and Livelihoods of People Across the Heartland Through Environmental Change Resilience Research, Education, and Outreach
Perspectives of Earth and Space Scientists·2025Open Access
Leveraging Deep Learning as a New Approach to Layer Detection and Cloud–Aerosol Classification Using ICESat-2 Atmospheric Data
Remote Sensing·2024· 6 citedOpen Access
Real-time lidar feature detection using convolution neural networks
2024· 1 cited
A SmallSat Lidar Concept for Measurements of Aerosol and Cloud Spatiotemporal Variability
Springer aerospace technology·2024· 1 cited
Big-Time SmallSat Concept: Resolving Variations of Aerosols, Clouds, and Boundary Layer Height
Bulletin of the American Meteorological Society·2023
Machine learning-enabled real-time detection of cloud and aerosol layers using airborne lidar
Frontiers in Remote Sensing·2023· 10 citedOpen Access
A SmallSat Concept to Resolve Diurnal and Vertical Variations of Aerosols, Clouds, and Boundary Layer Height
Bulletin of the American Meteorological Society·2023· 8 citedOpen Access
An Overview of the NASA Atmosphere Observing System Inclined Mission (AOS-I) and the Role of Backscatter Lidar
Springer atmospheric sciences·2023· 1 cited
A Simulation Capability Developed for NASA GSFC’s Spaceborne Backscatter Lidars: Overview and Projected Performance for the Upcoming AOS Mission
Springer atmospheric sciences·2023· 1 cited
Aerosol Detection from the Cloud–Aerosol Transport System on the International Space Station: Algorithm Overview and Implications for Diurnal Sampling
Atmosphere·2022· 20 citedOpen Access
First retrieval of absorbing aerosol height over dark target using TROPOMI oxygen B band: Algorithm development and application for surface particulate matter estimates
Remote Sensing of Environment·2021· 72 citedOpen Access
Atmospheric Carbon and Transport – America (ACT‐America) Data Sets: Description, Management, and Delivery
Earth and Space Science·2021· 34 citedOpen Access
Aerosol and Cloud Detection Using Machine Learning Algorithms and Space-Based Lidar Data
Atmosphere·2021· 52 citedOpen Access
Atmospheric Carbon and Transport – America (ACT-America) Datasets: Description, Management, and Delivery
2021· 12 citedOpen Access
Wildfire-Induced CO Plume Observations From NAST-I During the FIREX-AQ Field Campaign
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2021· 5 citedOpen Access
Models transport Saharan dust too low in the atmosphere: a comparison of the MetUM and CAMS forecasts with observations
Atmospheric chemistry and physics·2020· 70 citedOpen Access
A Classification of Ice Crystal Habits Using Combined Lidar and Scanning Polarimeter Observations during the SEAC4RS Campaign
Journal of Atmospheric and Oceanic Technology·2020· 4 citedOpen Access
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Frequent Co-authors

Dennis L. Hlavka(19), John E. Yorks(12), Mark Vaughan(11), William D. Hart(10), David M. Winker(8), T. P. Bui(6), Patrick Selmer(6), Zhaoyan Liu(5), Helen C. Purchase(5), Linda Colpoys(5), R. Paul Lawson(5), V. Stanley Scott(4), E. J. Jensen(4), Sharon Rodier(4), Andrew Kupchock(4), Yongxiang Hu(4), William H. Hunt(3), C. A. Hostetler(3), Ralph E. Kuehn(3), Glenn S. Diskin(3)