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David Ketchum
ORCID
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 3
Top Topics
High Resolution
Thematic Mapper
Deep Learning
Weakly Supervised
Top Venues
CoRR
Remote. Sens.
IEEE Trans. Geosci. Remote. Sens.
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Publications
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Thomas Colligan
,
David Ketchum
,
Douglas Brinkerhoff
,
Marco P. Maneta
A Deep Learning Approach to Mapping Irrigation Using Landsat: IrrMapper U-Net.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Thomas Colligan
,
David Ketchum
,
Douglas Brinkerhoff
,
Marco P. Maneta
A Deep Learning Approach to Mapping Irrigation: IrrMapper-U-Net.
CoRR
(2021)
David Ketchum
,
Kelsey Jencso
,
Marco P. Maneta
,
Forrest Melton
,
Matthew O. Jones
,
Justin Huntington
IrrMapper: A Machine Learning Approach for High Resolution Mapping of Irrigated Agriculture Across the Western U.S.
Remote. Sens.
12 (14) (2020)