High-resolution maize yield mapping across Africa using earth observation and machine learning, deep learning, and foundation model
Year: 2025
Type: article
Language: en
Topic: Remote Sensing in Agriculture
Authors and affiliations:
raw_author_name: Krishnagopal Halder
raw_affiliation_strings: Leibniz Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
raw_author_name: Frank Ewert
raw_affiliation_strings: Institute of Crop Science and Resource Conservation, University of Bonn, Katzenburgweg 5, D-53115, Bonn, Germany
Leibniz Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
raw_author_name: Anitabha Ghosh
raw_affiliation_strings: Coastal Environmental Studies Research Centre, Egra S.S.B. College, (Affiliated to Vidyasagar University), Kharagpur, 721429, West Bengal, India
raw_author_name: Kaushik Muduchuru
raw_affiliation_strings: Leibniz Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
raw_author_name: Lily-belle Sweet
raw_affiliation_strings: Helmholtz Centre for Environmental Research, Leipzig, Germany
raw_author_name: Radwa Elshawi
raw_affiliation_strings: Institute of Computer Science, University of Tartu, Estonia
raw_author_name: Jan Timko
raw_affiliation_strings: Institute of Computer Science, University of Tartu, Estonia
raw_author_name: Wenhi Zheng
raw_affiliation_strings: College of Agricultural Science and Engineering, Hohai University, No 8, West Focheng Road, Nanjing, Jiangsu Province, China
raw_author_name: Karam Alsafadi
raw_affiliation_strings: Key Laboratory of Marine Environmental Science, College of the Environment and Ecology, Xiamen University, Xiamen, 361102, China
raw_author_name: Gang Zhao
raw_affiliation_strings: State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, 712100, China
raw_author_name: Michael Maerker
raw_affiliation_strings: Leibniz Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
raw_author_name: Manmeet Singh
raw_affiliation_strings: Department of Earth, Environmental and Atmospheric Sciences, Western Kentucky University, KY, USA
raw_author_name: Lei Guoging
raw_affiliation_strings: State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan, China
raw_author_name: Thomas Gaiser
raw_affiliation_strings: Institute of Crop Science and Resource Conservation, University of Bonn, Katzenburgweg 5, D-53115, Bonn, Germany
raw_author_name: Dominik Behrend
raw_affiliation_strings: Institute of Crop Science and Resource Conservation, University of Bonn, Katzenburgweg 5, D-53115, Bonn, Germany
raw_author_name: Yue Shi
raw_affiliation_strings: Department of Computing, and Mathematics, Faculty of Science and Engineering, Manchester Metropolitan University, John Dalton Building, Chester Street, Manchester, M1 5GD, UK
raw_author_name: Liangxiu Han
raw_affiliation_strings: Department of Computing, and Mathematics, Faculty of Science and Engineering, Manchester Metropolitan University, John Dalton Building, Chester Street, Manchester, M1 5GD, UK
raw_author_name: Masahiro Ryo
raw_affiliation_strings: Leibniz Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany
raw_author_name: Amit Kumar Srivastava
raw_affiliation_strings: Leibniz Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374, Müncheberg, Germany