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Assessing rice yield responses to climate change scenarios using a crop simulation model

dc.contributor.authorBaydar, Alper
dc.date.accessioned2026-10-23T18:13:28Z
dc.date.available2026-10-23T18:13:28Z
dc.date.issued2026
dc.departmentSiirt Üniversitesi
dc.description.abstractClimate change is considered one of the most significant global environmental challenges of the future, and it is expected to adversely affect crop production. Rice is one of the most widely consumed staple foods in the world. Crop simulation models are tools that help researchers to simulate crop production stages for the future at the selected regions. The aim of this study was to evaluate the accuracy of the DSSAT (Decision Support System for Agrotechnology Transfer) CERES (Crop Environment Resource Synthesis) Rice (DSSAT-CERES-Rice) crop simulation model during its calibration and validation stages, and to assess the impacts of climate change in the Mediterranean region of T & uuml;rkiye. In the calibration stage, the results showed that the estimated phenological values were within an acceptable range, with an error percentage below 10%. The simulated and observed leaf area index (LAI) showed good agreement with normalized root mean square error (nRMSE) ranging from 17.40% to 28.44% and Willmott's d-index values of 0.59-0.79. Similarly, biomass simulations were consistent with observations (nRMSE: 5.60-18.52%) with satisfactory d-index values, except under I-1.50 treatment. Climate change scenarios indicated that average yields under irrigated conditions increased by up to 10% in the late-future period, while rainfed conditions showed decreases of 15-25% due to higher temperatures and shortened growth duration. The findings highlight that the crop simulation model offers a robust framework for evaluating the impacts of climate change and guiding the development of effective adaptation strategies.
dc.description.sponsorshipGeneral Directorate of Agricultural Research and Policy (TAGEM) [TAGEM/TSKAD/G/19/P3/01-3] -- The General Directorate of Agricultural Research and Policy (TAGEM) provided financial support for the project TAGEM/TSKAD/G/19/P3/01-3. The funders had no role in studydesign, data collection and analysis, decision to publish, or preparation of the manuscript.
dc.identifier.doi10.7717/peerj.20965
dc.identifier.issn2167-8359
dc.identifier.orcid0000-0002-1426-466X
dc.identifier.pmid41841122
dc.identifier.scopus2-s2.0-105033700765
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.7717/peerj.20965
dc.identifier.urihttps://hdl.handle.net/20.500.12604/11982
dc.identifier.volume14
dc.identifier.wosWOS:001718308300001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.institutionauthorBaydar, Alper
dc.language.isoen
dc.publisherPeerj Inc
dc.relation.ispartofPeerj
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20261017
dc.subjectDssat Crop Simulation Model
dc.subjectRice
dc.subjectCultivar Genetic Coefficients
dc.subjectClimate Change
dc.subjectRcp 4.5-8.5
dc.titleAssessing rice yield responses to climate change scenarios using a crop simulation model
dc.typeArticle

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