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Accounting for Training Data Error in Machine Learning Applied to Earth Observations
External Source
chorus
Document Type
Version of Record
Authors
Arthur Elmes (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Hamed Alemohammad (Radiant Earth Foundation, San Francisco, CA, 94105, USA)
Ryan Avery (Department of Geography, University of California, Santa Barbara, CA 93013, USA)
Kelly Caylor (Department of Geography, University of California, Santa Barbara, CA 93013, USA)
J. Eastman (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Lewis Fishgold (Azavea, Inc., Philadelphia, PA 19123, USA)
Mark Friedl (Department of Earth and Environment, Boston University, Boston, MA 02215)
Meha Jain (School for Environment and Sustainability, University of Michigan, Ann Arbor, MI 48109, USA)
Divyani Kohli (Faculty of Geo-Information Science & Earth Observation (ITC), University of Twente, 7514 AE Enschede, The Netherlands)
Juan Laso Bayas (Center for Earth Observation and Citizen Science, Ecosystems Services and Management Program, International Institute for Applied Systems Analysis (IIASA), Laxenburg A-2361, Austria)
Dalton Lunga (National Security Emerging Technologies, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA)
Jessica McCarty (Department of Geography and Geospatial Analysis Center, Miami University, Oxford, OH 45056, USA)
Robert Pontius (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Andrew Reinmann (Environmental Sciences Initiative, CUNY Advanced Science Research Center, New York, NY 10065, USA)
John Rogan (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Lei Song (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Hristiana Stoynova (Environmental Sciences Initiative, CUNY Advanced Science Research Center, New York, NY 10065, USA)
Su Ye (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Zhuang-Fang Yi (Development Seed, Washington, DC 20001, USA)
Lyndon Estes (Graduate School of Geography, Clark University, Worcester, MA 01610, USA)
Date Acquired
May 24, 2025
Publication Information
Publication: Remote Sensing
Publisher: MDPI AG
Volume: 12
Issue: 6
e-ISSN: 2072-4292
DOI: 10.3390/rs12061034
Funding Number(s)
funding: PlaceFund
funding: 80NSSC18K0158
funding: SES-1801251
funding: 2017-67003-26615
funding: -
funding: DEC01-T00640GG-3350000
Distribution Limits
Public

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