Investigating the impact of climate variables on the organic honey yield in <scp>Turkey</scp> using <scp>XGBoost</scp> machine learning

The results of this research underscore the necessity of integrating climate change mitigation and adaptation measures into agricultural policies and beekeeping practices. This study showcases the practical application of machine learning in deciphering the intricate relationship between climate change and the production of crops, emphasizing the importance of data-driven decision-making to guarantee long-term sustainability and financial stability in the sector. © 2024 The Author(s). Journal of the Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.

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Publication Details

Journal
Journal of the Science of Food and Agriculture
Published
2024-08-09
DOI
https://doi.org/10.1002/jsfa.13806
Citations
3
Primary Topic
Bee Products Chemical Analysis
Type
article
Field-Weighted Citation Impact
1.62
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article

Investigating the impact of climate variables on the organic honey yield in Turkey using XGBoost machine learning

Ayça Nur Şahin Demirel
3 citations
Journal of the Science of Food and Agriculture
Bee Products Chemical Analysis
1.62
article

Investigating the impact of climate variables on the organic honey yield in Turkey using XGBoost machine learning

Ayça Nur Şahin Demirel
article en
3 citations

Abstract

The results of this research underscore the necessity of integrating climate change mitigation and adaptation measures into agricultural policies and beekeeping practices. This study showcases the practical application of machine learning in deciphering the intricate relationship between climate change and the production of crops, emphasizing the importance of data-driven decision-making to guarantee long-term sustainability and financial stability in the sector. © 2024 The Author(s). Journal of the Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.

Journal of the Science of Food and AgricultureVol. 105(1)
Iğdır Üniversitesi (TR)
Zero hunger
Openalex Percentile: Top 17%
Bee Products Chemical Analysis
1.62
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