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Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)

This study aims to predict the yield of two strategic crops in Iran; wheat and rice, under climate scenarios that indicate probable changes in climate variables. It implemented by a stochastic model based on the Monte Carlo method. This model were estimated based on historical data from 1988 to 2019...

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Autores principales: Javadi, Akram, Ghahremanzadeh, Mohammad, Sassi, Maria, Javanbakht, Ozra, Hayati, Boballah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173920/
https://www.ncbi.nlm.nih.gov/pubmed/37362592
http://dx.doi.org/10.1007/s10614-023-10389-0
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author Javadi, Akram
Ghahremanzadeh, Mohammad
Sassi, Maria
Javanbakht, Ozra
Hayati, Boballah
author_facet Javadi, Akram
Ghahremanzadeh, Mohammad
Sassi, Maria
Javanbakht, Ozra
Hayati, Boballah
author_sort Javadi, Akram
collection PubMed
description This study aims to predict the yield of two strategic crops in Iran; wheat and rice, under climate scenarios that indicate probable changes in climate variables. It implemented by a stochastic model based on the Monte Carlo method. This model were estimated based on historical data from 1988 to 2019 for precipitation and temperature provided possible changes in the pattern of and their probability of occurrence. The results show that rain-fed wheat, irrigated wheat and rice yields decrease by 42%, 29% and 21% respectively in the average scenario. Therefore, policy makers should try to make the right decisions to increase the production of the country's strategic crops. R&D management to introduce drought-tolerant varieties, use of modern irrigation systems and use of low-volume irrigation methods are some of the proposed solutions to mitigate the effects of climate change.
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spelling pubmed-101739202023-05-14 Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation) Javadi, Akram Ghahremanzadeh, Mohammad Sassi, Maria Javanbakht, Ozra Hayati, Boballah Comput Econ Article This study aims to predict the yield of two strategic crops in Iran; wheat and rice, under climate scenarios that indicate probable changes in climate variables. It implemented by a stochastic model based on the Monte Carlo method. This model were estimated based on historical data from 1988 to 2019 for precipitation and temperature provided possible changes in the pattern of and their probability of occurrence. The results show that rain-fed wheat, irrigated wheat and rice yields decrease by 42%, 29% and 21% respectively in the average scenario. Therefore, policy makers should try to make the right decisions to increase the production of the country's strategic crops. R&D management to introduce drought-tolerant varieties, use of modern irrigation systems and use of low-volume irrigation methods are some of the proposed solutions to mitigate the effects of climate change. Springer US 2023-05-11 /pmc/articles/PMC10173920/ /pubmed/37362592 http://dx.doi.org/10.1007/s10614-023-10389-0 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Javadi, Akram
Ghahremanzadeh, Mohammad
Sassi, Maria
Javanbakht, Ozra
Hayati, Boballah
Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)
title Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)
title_full Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)
title_fullStr Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)
title_full_unstemmed Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)
title_short Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)
title_sort impact of climate variables change on the yield of wheat and rice crops in iran (application of stochastic model based on monte carlo simulation)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173920/
https://www.ncbi.nlm.nih.gov/pubmed/37362592
http://dx.doi.org/10.1007/s10614-023-10389-0
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