Search Results - "Davitt, Aaron"
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Estimating Carbon Dioxide Emissions from Power Plant Water Vapor Plumes Using Satellite Imagery and Machine Learning
Published in Remote sensing (Basel, Switzerland) (01-04-2024)“…Combustion power plants emit carbon dioxide (CO2), which is a major contributor to climate change. Direct emissions measurement is cost-prohibitive globally,…”
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Journal Article -
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Informing on Crop Water-Use, Stress, and Growth with Integrated Satellite Remote Sensing and Modeling
Published 01-01-2020“…Improving crop monitoring, both spatially and temporally, is a key factor in adapting agriculture to the effects of seasonal variability and climate change…”
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Dissertation -
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The Utility of SMAP Soil Moisture and Freeze-Thaw Datasets as Precursors to Spring-Melt Flood Conditions: A Case Study in the Red River of the North Basin
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01-08-2019)“…We evaluated NASA soil moisture active-passive (SMAP) soil moisture (SM) and freeze-thaw (FT) datasets for the utility to identify FT and SM conditions as…”
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Journal Article -
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The complementary uses of Sentinel-1A SAR and ECOSTRESS datasets to identify vineyard growth and conditions: a case study in Sonoma County, California
Published in Irrigation science (01-09-2022)“…The launch of NASA’s ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) and the European Space Agency’s Sentinel-1A/B synthetic…”
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Journal Article -
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Integrating water supply constraints into irrigated agricultural simulations of California
Published in Environmental modelling & software : with environment data news (01-10-2017)“…Simulations of irrigated croplands generally lack key interactions between water demand from plants and water supply from irrigation systems. We coupled the…”
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Journal Article -
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Inferring Carbon Dioxide Emissions From Power Plants Using Satellite Imagery and Machine Learning
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16-07-2023)“…Emissions from fossil fuel power plants are a major contributor to climate change. Directly measuring emissions at the source is cost-prohibitive throughout…”
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Conference Proceeding