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  • Search: subject:"drone sensors"
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Year of publication
Subject
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drone sensors 2 comprehensive datasets 1 crop height 1 crop surface model 1 feature importance 1 machine learning models 1 multiple indicators 1 multiple linear regression 1 quantile regression 1 wheat yield 1
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Online availability
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Free 2
Type of publication
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Article 2
Type of publication (narrower categories)
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Article 2
Language
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English 2
Author
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Bobojonov, Ihtiyor 2 Glauben, Thomas 2 Khodjaev, Shovkat 2 Kuhn, Lena 2
Published in...
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European Journal of Remote Sensing 1 Modeling Earth Systems and Environment 1
Source
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EconStor 2
Showing 1 - 2 of 2
Cover Image
Optimizing machine learning models for wheat yield estimation using a comprehensive UAV dataset
Khodjaev, Shovkat; Bobojonov, Ihtiyor; Kuhn, Lena; … - In: Modeling Earth Systems and Environment 11 (2025)
Timely and accurate wheat yield forecasts using Unmanned Aircraft Vehicles (UAV) are crucial for crop management decisions, food security, and ensuring the sustainability of agriculture worldwide. While traditional machine learning algorithms have already been used in crop yield modelling,...
Persistent link: https://www.econbiz.de/10015177008
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Cover Image
Combining multiple UAV-based indicators for wheat yield estimation, a case study from Germany
Khodjaev, Shovkat; Kuhn, Lena; Bobojonov, Ihtiyor; … - In: European Journal of Remote Sensing 57 (2024) 1
Unmanned aircraft vehicles (UAV) are widely used for yield estimations in agricultural production. Many significant improvements have been made towards the usage of hyperspectral and thermal sensors. The practical application of these new techniques meanwhile has been limited by the cost of data...
Persistent link: https://www.econbiz.de/10014452522
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