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Arnaud Cerbelaud

California Institute of Technology (Caltech)

SCHOLARLY PAPERS

3

DOWNLOADS

326

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Monitoring Earth's Glacial Lakes from Space with Machine Learning

Number of pages: 70 Posted: 02 Apr 2025
Manu Tom, Daniel Odermatt, Cédric H. David, Arnaud Cerbelaud, Jeffrey Wade and Holger Frey
California Institute of Technology (Caltech) - Jet Propulsion Laboratory, Eawag, Swiss Federal Institute of Aquatic Science and Technology, California Institute of Technology (Caltech), California Institute of Technology (Caltech), California Institute of Technology (Caltech) and University of Zurich
Downloads 208 (368,123)

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glacier lakes, artificial intelligence, glacial lake outburst floods, satellite image analysis, deep learning, geospatial computer vision

2.

Numerical Modeling as a Service on the Cloud: A Case Study of River Modeling

Number of pages: 36 Posted: 21 Dec 2024
Manu Tom, Cédric H. David, Kevin M. Marlis, Paul A. Zimdars, Quentin Bonassies, Jeffrey Wade, Arnaud Cerbelaud, Tamlin Pavelsky and Thomas Huang
California Institute of Technology (Caltech) - Jet Propulsion Laboratory, California Institute of Technology (Caltech), affiliation not provided to SSRN, affiliation not provided to SSRN, CECI, California Institute of Technology (Caltech), California Institute of Technology (Caltech), University of North Carolina (UNC) at Chapel Hill and affiliation not provided to SSRN
Downloads 63 (942,565)

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numerical modeling, cloud computing, amazon web services, AWS Lambda, Docker, river discharge modeling

3.

Event-Based Serverless Environmental Modeling on the Cloud: A Pedagogical Guide and River Case Study

Number of pages: 64 Posted: 04 Aug 2025
Manu Tom, Cédric H. David, Kevin M. Marlis, Paul A. Zimdars, Quentin Bonassies, Jeffrey Wade, Arnaud Cerbelaud, Matthew G. Bonnema, Tamlin Pavelsky and Thomas Huang
California Institute of Technology (Caltech) - Jet Propulsion Laboratory, California Institute of Technology (Caltech), affiliation not provided to SSRN, affiliation not provided to SSRN, CECI, affiliation not provided to SSRN, California Institute of Technology (Caltech), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 55 (1,031,043)

Abstract:

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Cloud computing, Amazon Web Services, Lambda, Docker Containerization, River Discharge