Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review
This paper presents a review on algorithm development and crop water modelling with a focus on optimizing significant parameters related to crop factors, soil factors, and weather factors. The accurate representation and optimization of these parameters are crucial for reliable predictions and effec...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Basrah, College of Agriculture
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/118125/ http://psasir.upm.edu.my/id/eprint/118125/1/118125.pdf |
| _version_ | 1848867437609484288 |
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| author | Sulaiman, Ahmad S. S. Wayayok, Aimrun Aziz, Samsuzana A. Yun, Wong Mui Leifeng, Guo |
| author_facet | Sulaiman, Ahmad S. S. Wayayok, Aimrun Aziz, Samsuzana A. Yun, Wong Mui Leifeng, Guo |
| author_sort | Sulaiman, Ahmad S. S. |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper presents a review on algorithm development and crop water modelling with a focus on optimizing significant parameters related to crop factors, soil factors, and weather factors. The accurate representation and optimization of these parameters are crucial for reliable predictions and effective decision-making in agricultural practices. The objective of this review is to analyse the existing literature on algorithm development, parameter optimization techniques, and their application in crop water modelling, specifically emphasizing the importance of crop factors, soil factors, and weather factors. The review concludes with a discussion on the key findings and future directions in algorithm development and optimization for crop water modelling. It highlights potential research gaps and challenges that need to be addressed to improve the accuracy and efficiency of crop water modelling. The impact of optimized modelling approaches on sustainable agricultural practices and water management is also discussed. Overall, this comprehensive review provides valuable insights into the importance of algorithm development, optimization, and parameter selection in crop water modelling, specifically focusing on crop factors, soil factors, and weather factors. |
| first_indexed | 2025-11-15T14:36:29Z |
| format | Article |
| id | upm-118125 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:36:29Z |
| publishDate | 2024 |
| publisher | University of Basrah, College of Agriculture |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1181252025-06-25T03:47:39Z http://psasir.upm.edu.my/id/eprint/118125/ Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review Sulaiman, Ahmad S. S. Wayayok, Aimrun Aziz, Samsuzana A. Yun, Wong Mui Leifeng, Guo This paper presents a review on algorithm development and crop water modelling with a focus on optimizing significant parameters related to crop factors, soil factors, and weather factors. The accurate representation and optimization of these parameters are crucial for reliable predictions and effective decision-making in agricultural practices. The objective of this review is to analyse the existing literature on algorithm development, parameter optimization techniques, and their application in crop water modelling, specifically emphasizing the importance of crop factors, soil factors, and weather factors. The review concludes with a discussion on the key findings and future directions in algorithm development and optimization for crop water modelling. It highlights potential research gaps and challenges that need to be addressed to improve the accuracy and efficiency of crop water modelling. The impact of optimized modelling approaches on sustainable agricultural practices and water management is also discussed. Overall, this comprehensive review provides valuable insights into the importance of algorithm development, optimization, and parameter selection in crop water modelling, specifically focusing on crop factors, soil factors, and weather factors. University of Basrah, College of Agriculture 2024 Article PeerReviewed text en cc_by_4 http://psasir.upm.edu.my/id/eprint/118125/1/118125.pdf Sulaiman, Ahmad S. S. and Wayayok, Aimrun and Aziz, Samsuzana A. and Yun, Wong Mui and Leifeng, Guo (2024) Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review. Basrah Journal of Agricultural Sciences, 37 (2). pp. 310-325. ISSN 2520-0860; eISSN: 1814-5868 https://bjas.bajas.edu.iq/index.php/bjas/article/view/2007 10.37077/25200860.2024.37.2.24 |
| spellingShingle | Sulaiman, Ahmad S. S. Wayayok, Aimrun Aziz, Samsuzana A. Yun, Wong Mui Leifeng, Guo Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| title | Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| title_full | Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| title_fullStr | Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| title_full_unstemmed | Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| title_short | Advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| title_sort | advancements in crop water modelling: algorithmic developments and parameter optimization strategies for sustainable agriculture: a review |
| url | http://psasir.upm.edu.my/id/eprint/118125/ http://psasir.upm.edu.my/id/eprint/118125/ http://psasir.upm.edu.my/id/eprint/118125/ http://psasir.upm.edu.my/id/eprint/118125/1/118125.pdf |