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Kathryn Lawson

Pennsylvania State University

University Park, PA

United States

  • Pennsylvania State University

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Deep Learning Insights into Suspended Sediment Concentrations Across the Conterminous United States: Strengths and Limitations

Number of pages: 41 Posted: 11 Jan 2023
Piyaphat Chaemchuen, Yalan Song, Farshid Rahmani, Wei Zhi, Li Li, Xiaofeng Liu, Elizabeth Boyer, Tadd Bindas, Kathryn Lawson and Chaopeng Shen
Pennsylvania State University, Pennsylvania State University, Pennsylvania State University, Pennsylvania State University, Pennsylvania State University, Pennsylvania State University, Pennsylvania State University, Pennsylvania State University, Pennsylvania State University and Pennsylvania State University
Downloads 108 (649,907)

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Long Short-Term Memory (LSTM), Suspended Sediment Concentration prediction, Land cover, Sediment dynamics.

2.

Hydrology-Informed Interpretable Precipitation Data Fusion with a Differentiable Hydrologic Model

Number of pages: 31 Posted: 25 Sep 2024
Kamlesh Sawadekar, Yalan Song, Ming Pan, Hylke Beck, Rachel McCrary, Paul Ullrich, Kathryn Lawson and Chaopeng Shen
affiliation not provided to SSRN, Pennsylvania State University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Pennsylvania State University and Pennsylvania State University
Downloads 82 (809,932)

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precipitation, data fusion, deep learning, machine learning, Streamflow, forcings