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International Journal of Remote Sensing Volume 41, 2020 - Issue 17
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Research Article

Crops monitoring and yield estimation using sentinel products in semi-arid smallholder irrigation schemes

Boris Ouattaraa Institute of Geography and Geology, University of Wuerzburg, Wuerzburg, GermanyCorrespondence[email protected] [email protected]
,
Gerald Forkuorb Institute for Natural Resources in Africa (UNU-INRA), United Nations University, Accra, Ghana
,
Benewinde J. B. Zoungranac West African Science Service Center on Climate Change and Adapted Land Use (WASCAL), Ouagadougou, Burkina Faso
,
Kangbeni Dimobec West African Science Service Center on Climate Change and Adapted Land Use (WASCAL), Ouagadougou, Burkina Faso
,
Jean Danumahd Centre Universitaire De Recherche Et d’Application En Télédétection (CURAT), Université Félix Houphouët-Boigny, Abidjan, Côte d’Ivoire
,
Bachir Saleyd Centre Universitaire De Recherche Et d’Application En Télédétection (CURAT), Université Félix Houphouët-Boigny, Abidjan, Côte d’Ivoire
&
Jerome E. Tondohe Centre De Recherche En Ecologie, Université Nangui Abrogoua, Abidjan, Côte d’Ivoire
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Pages 6527-6549 | Received 08 Feb 2019, Accepted 09 Feb 2020, Published online: 17 Jun 2020

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Hazhir Bahrami, Saeid Homayouni, Heather McNairn, Mehdi Hosseini & Masoud Mahdianpari. (2022) Regional Crop Characterization Using Multi-Temporal Optical and Synthetic Aperture Radar Earth Observations Data. Canadian Journal of Remote Sensing 48:2, pages 258-277.
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Yi Xie. (2022) Combining CERES-Wheat model, Sentinel-2 data, and deep learning method for winter wheat yield estimation. International Journal of Remote Sensing 43:2, pages 630-648.
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Xiaoyu Cheng, Zhouyin Cai, Maoxing Wen, Yueming Wang & Dan Zeng. (2021) A superpixel region merging based nonuniformity correction method for hyperspectral images. International Journal of Remote Sensing 42:23, pages 9024-9046.
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Christina Anna Orieschnig, Gilles Belaud, Jean-Philippe Venot, Sylvain Massuel & Andrew Ogilvie. (2021) Input imagery, classifiers, and cloud computing: Insights from multi-temporal LULC mapping in the Cambodian Mekong Delta. European Journal of Remote Sensing 54:1, pages 398-416.
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Articles from other publishers (8)

Yilkal Gebeyehu Mekonnen, Tena Alamirew, Abebe Demissie Chukalla, Amare Tesfaw Hunegnaw & Demelash Ademe Malede. (2024) Comparison of Google Earth Engine Machine Learning Algorithms for Mapping Smallholder Irrigated Areas in a Mountainous Watershed, Upper Blue Nile Basin, Ethiopia. Journal of the Indian Society of Remote Sensing.
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Tesfamariam Engida Mengesha, Lulseged Tamene Desta, Paolo Gamba & Getachew Tesfaye Ayehu. (2024) Multi-Temporal Passive and Active Remote Sensing for Agricultural Mapping and Acreage Estimation in Context of Small Farm Holds in Ethiopia. Land 13:3, pages 335.
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Ghada Sahbeni, Balázs Székely, Peter K. Musyimi, Gábor Timár & Ritvik Sahajpal. (2023) Crop Yield Estimation Using Sentinel-3 SLSTR, Soil Data, and Topographic Features Combined with Machine Learning Modeling: A Case Study of Nepal. AgriEngineering 5:4, pages 1766-1788.
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Michael J. Wellington, Roger Lawes & Petra Kuhnert. (2023) A framework for modelling spatio-temporal trends in crop production using generalised additive models. Computers and Electronics in Agriculture 212, pages 108111.
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Nick Gutkin, Valens Uwizeyimana, Ben Somers, Bart Muys & Bruno Verbist. (2023) Supervised Classification of Tree Cover Classes in the Complex Mosaic Landscape of Eastern Rwanda. Remote Sensing 15:10, pages 2606.
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Sarchil Hama Qader, Chigozie Edson Utazi, Rhorom Priyatikanto, Peshawa Najmaddin, Emad Omer Hama-Ali, Nabaz R. Khwarahm, Andrew J. Tatem & Jadu Dash. (2023) Exploring the use of Sentinel-2 datasets and environmental variables to model wheat crop yield in smallholder arid and semi-arid farming systems. Science of The Total Environment 869, pages 161716.
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Keltoum Khechba, Ahmed Laamrani, Driss Dhiba, Khalil Misbah & Abdelghani Chehbouni. (2021) Monitoring and Analyzing Yield Gap in Africa through Soil Attribute Best Management Using Remote Sensing Approaches: A Review. Remote Sensing 13:22, pages 4602.
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Michael J. Wellington & Luigi J. Renzullo. (2021) High-Dimensional Satellite Image Compositing and Statistics for Enhanced Irrigated Crop Mapping. Remote Sensing 13:7, pages 1300.
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