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06/23/2023
Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)
Reliable estimates of Gross Primary Productivity (GPP), crucial for eval...
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08/08/2022
Snowpack Estimation in Key Mountainous Water Basins from Openly-Available, Multimodal Data Sources
Accurately estimating the snowpack in key mountainous basins is critical...
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07/28/2022
Deep Learning-Based Acoustic Mosquito Detection in Noisy Conditions Using Trainable Kernels and Augmentations
In this paper, we demonstrate a unique recipe to enhance the effectivene...
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01/17/2022
SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data
When cloud layers cover photovoltaic (PV) panels, the amount of power th...
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01/06/2022
HyperionSolarNet: Solar Panel Detection from Aerial Images
With the effects of global climate change impacting the world, collectiv...
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08/12/2021
Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery
Climate change has caused reductions in river runoffs and aquifer rechar...
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12/09/2020