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Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China

Due to the complexity of monsoon systems and random behaviors of isotope tracers, conventional methods are not adequate for uncovering detailed information about monsoon activities from typically limited precipitation isotope data. We developed a new approach based on the entropy theory to analyze s...

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Detalles Bibliográficos
Autores principales: Wang, Tao, Chen, Jiansheng, Li, Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4979205/
https://www.ncbi.nlm.nih.gov/pubmed/27507656
http://dx.doi.org/10.1038/srep30389
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author Wang, Tao
Chen, Jiansheng
Li, Ling
author_facet Wang, Tao
Chen, Jiansheng
Li, Ling
author_sort Wang, Tao
collection PubMed
description Due to the complexity of monsoon systems and random behaviors of isotope tracers, conventional methods are not adequate for uncovering detailed information about monsoon activities from typically limited precipitation isotope data. We developed a new approach based on the entropy theory to analyze such data with a focus on the monsoon systems in China, dealing with the complexity of these systems and data deficiency. Using precipitation isotope data from 42 selected stations in and around China within the GNIP network, we computed entropies associated with D and (18)O. These entropies were found to relate linearly to each other with a proportionality factor close to unity. The spatial variations of the D and (18)O entropy in the study area revealed the origins, extents and pathways of the Chinese monsoon systems, as well as their interactions. While further investigation is needed at a greater (global) scale, this study has demonstrated how the entropy theory enables an in-depth analysis of precipitation isotope data to trace the pathway and determine the range of a monsoon system.
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spelling pubmed-49792052016-08-19 Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China Wang, Tao Chen, Jiansheng Li, Ling Sci Rep Article Due to the complexity of monsoon systems and random behaviors of isotope tracers, conventional methods are not adequate for uncovering detailed information about monsoon activities from typically limited precipitation isotope data. We developed a new approach based on the entropy theory to analyze such data with a focus on the monsoon systems in China, dealing with the complexity of these systems and data deficiency. Using precipitation isotope data from 42 selected stations in and around China within the GNIP network, we computed entropies associated with D and (18)O. These entropies were found to relate linearly to each other with a proportionality factor close to unity. The spatial variations of the D and (18)O entropy in the study area revealed the origins, extents and pathways of the Chinese monsoon systems, as well as their interactions. While further investigation is needed at a greater (global) scale, this study has demonstrated how the entropy theory enables an in-depth analysis of precipitation isotope data to trace the pathway and determine the range of a monsoon system. Nature Publishing Group 2016-08-10 /pmc/articles/PMC4979205/ /pubmed/27507656 http://dx.doi.org/10.1038/srep30389 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Wang, Tao
Chen, Jiansheng
Li, Ling
Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China
title Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China
title_full Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China
title_fullStr Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China
title_full_unstemmed Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China
title_short Entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in China
title_sort entropy analysis of stable isotopes in precipitation: tracing the monsoon systems in china
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4979205/
https://www.ncbi.nlm.nih.gov/pubmed/27507656
http://dx.doi.org/10.1038/srep30389
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