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Sam J Silva
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Dry deposition of ozone over land: processes, measurement, and modeling
OE Clifton, AM Fiore, WJ Massman, CB Baublitz, M Coyle, L Emberson, ...
Reviews of Geophysics 58 (1), e2019RG000670, 2020
1022020
Investigating dry deposition of ozone to vegetation
SJ Silva, CL Heald
Journal of Geophysical Research: Atmospheres 123 (1), 559-573, 2018
722018
Toward anthropogenic combustion emission constraints from space‐based analysis of urban CO2/CO sensitivity
SJ Silva, AF Arellano, HM Worden
Geophysical Research Letters 40 (18), 4971-4976, 2013
642013
The effects of coexposure to extremes of heat and particulate air pollution on mortality in California: implications for climate change
MM Rahman, R McConnell, H Schlaerth, J Ko, S Silva, FW Lurmann, ...
American Journal of Respiratory and Critical Care Medicine 206 (9), 1117-1127, 2022
392022
Characterizing regional-scale combustion using satellite retrievals of CO, NO2 and CO2
SJ Silva, AF Arellano
Remote Sensing 9 (7), 744, 2017
382017
Importance of dry deposition parameterization choice in global simulations of surface ozone
AYH Wong, JA Geddes, APK Tai, SJ Silva
Atmospheric Chemistry and Physics 19 (22), 14365-14385, 2019
272019
Using an Explainable Machine Learning Approach to Characterize Earth System Model Errors: Application of SHAP Analysis to Modeling Lightning Flash Occurrence
SJ Silva, CA Keller, J Hardin
Journal of Advances in Modeling Earth Systems 14 (4), e2021MS002881, 2022
252022
Land cover change impacts on atmospheric chemistry: simulating projected large-scale tree mortality in the United States
JA Geddes, CL Heald, SJ Silva, RV Martin
Atmospheric Chemistry and Physics 16 (4), 2323-2340, 2016
242016
A Deep Learning Parameterization for Ozone Dry Deposition Velocities
SJ Silva, CL Heald, S Ravela, I Mammarella, JW Munger
Geophysical Research Letters 46 (2), 983-989, 2019
202019
Impacts of current and projected oil palm plantation expansion on air quality over Southeast Asia
SJ Silva, CL Heald, JA Geddes, KG Austin, PS Kasibhatla, ME Marlier
Atmospheric Chemistry and Physics 16 (16), 10621-10635, 2016
202016
Observing vegetation phenology through social media
SJ Silva, LK Barbieri, AK Thomer
Plos one 13 (5), e0197325, 2018
192018
AQMEII4 Activity 1: evaluation of wet and dry deposition schemes as an integral part of regional-scale air quality models
S Galmarini, P Makar, OE Clifton, C Hogrefe, JO Bash, R Bellasio, ...
Atmospheric Chemistry and Physics 21 (20), 15663-15697, 2021
172021
Space‐Based Constraints on Terrestrial Glyoxal Production
SJ Silva, CL Heald, M Li
Journal of Geophysical Research: Atmospheres 123 (23), 13,583-13,594, 2018
132018
A graph theoretical intercomparison of atmospheric chemical mechanisms
SJ Silva, SM Burrows, MJ Evans, M Halappanavar
Geophysical Research Letters 48 (1), e2020GL090481, 2021
122021
Vulnerable, Resilient, or Both? A Qualitative Study of Adaptation Resources and Behaviors to Heat Waves and Health Outcomes of Low-Income Residents of Urban Heat Islands
LA Palinkas, MS Hurlburt, C Fernandez, J De Leon, K Yu, E Salinas, ...
International Journal of Environmental Research and Public Health 19 (17), 11090, 2022
112022
Downscaling atmospheric chemistry simulations with physically consistent deep learning
A Geiss, SJ Silva, JC Hardin
Geoscientific Model Development 15 (17), 6677-6694, 2022
92022
Physically regularized machine learning emulators of aerosol activation
SJ Silva, PL Ma, JC Hardin, D Rothenberg
Geoscientific Model Development 14 (5), 3067-3077, 2021
72021
Development of a reduced-complexity plant canopy physics surrogate model for use in chemical transport models: a case study with GEOS-Chem v12. 3.0
SJ Silva, CL Heald, AB Guenther
Geoscientific Model Development 13 (6), 2569-2585, 2020
72020
Exploring the constraints on simulated aerosol sources and transport across the North Atlantic with island‐based sun photometers
SJ Silva, DA Ridley, CL Heald
Earth and Space Science 7 (11), e2020EA001392, 2020
52020
Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset
S Yu, PL Ma, B Singh, S Silva, M Pritchard
Artificial Intelligence for the Earth Systems 3 (1), e230013, 2024
42024
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Articles 1–20