Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study

© 2015 Elsevier B.V. In this work, an empirical mathematical model representing the relationship between global temperature, forest cover and seasonal rainfalls is constructed and validated using global temperature data for the years 1973-2010, Northern Thailand's forest area data for 1973-2008...

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Main Authors: Duangdai,E., Likasiri,C.
Format: Article
Published: Elsevier 2015
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http://cmuir.cmu.ac.th/handle/6653943832/38903
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-389032015-06-16T07:54:33Z Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study Duangdai,E. Likasiri,C. Water Science and Technology © 2015 Elsevier B.V. In this work, an empirical mathematical model representing the relationship between global temperature, forest cover and seasonal rainfalls is constructed and validated using global temperature data for the years 1973-2010, Northern Thailand's forest area data for 1973-2008, and seasonal rainfall data for 1973-2011. The coefficient correlations of the model and the corresponding data are 0.8902, 0.9739 and 0.9751 respectively. Although there are some approximations and assumptions made throughout the analyses, statistical tests confirm that the proposed model can be used to predict the amount of rainfalls in the region. A case study on how government reforestation policy affects seasonal rainfalls is analyzed using the model modified to a solvable form. Three possible scenarios are created to predict possible outcomes of said policy. The results obtained show that under all scenarios, rainfalls increase in all seasons. Moreover, forest cover increase leads to more rainfall in the summer yet results in less rainfall in the other two seasons. The model can be modified and applied to predict rainfalls in other regions with similar topography and the climate after some statistical tests. 2015-06-16T07:54:33Z 2015-06-16T07:54:33Z 2015-05-01 Article 00221694 2-s2.0-84924353487 10.1016/j.jhydrol.2015.02.043 http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84924353487&origin=inward http://cmuir.cmu.ac.th/handle/6653943832/38903 Elsevier
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Water Science and Technology
spellingShingle Water Science and Technology
Duangdai,E.
Likasiri,C.
Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study
description © 2015 Elsevier B.V. In this work, an empirical mathematical model representing the relationship between global temperature, forest cover and seasonal rainfalls is constructed and validated using global temperature data for the years 1973-2010, Northern Thailand's forest area data for 1973-2008, and seasonal rainfall data for 1973-2011. The coefficient correlations of the model and the corresponding data are 0.8902, 0.9739 and 0.9751 respectively. Although there are some approximations and assumptions made throughout the analyses, statistical tests confirm that the proposed model can be used to predict the amount of rainfalls in the region. A case study on how government reforestation policy affects seasonal rainfalls is analyzed using the model modified to a solvable form. Three possible scenarios are created to predict possible outcomes of said policy. The results obtained show that under all scenarios, rainfalls increase in all seasons. Moreover, forest cover increase leads to more rainfall in the summer yet results in less rainfall in the other two seasons. The model can be modified and applied to predict rainfalls in other regions with similar topography and the climate after some statistical tests.
format Article
author Duangdai,E.
Likasiri,C.
author_facet Duangdai,E.
Likasiri,C.
author_sort Duangdai,E.
title Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study
title_short Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study
title_full Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study
title_fullStr Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study
title_full_unstemmed Mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: A Northern Thailand case study
title_sort mathematical model analyses on the effects of global temperature and forest cover on seasonal rainfalls: a northern thailand case study
publisher Elsevier
publishDate 2015
url http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84924353487&origin=inward
http://cmuir.cmu.ac.th/handle/6653943832/38903
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