Cargando…
The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China
Considerable attention has recently been devoted to the linear trend of drought at the decadal to inter-decadal time scale; however, the nonlinear variation of drought at multi-decadal scales and its relation to atmospheric circulation need to be further studied. The linear and nonlinear variations...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4627919/ https://www.ncbi.nlm.nih.gov/pubmed/26528402 http://dx.doi.org/10.7717/peerj.1289 |
_version_ | 1782398350552727552 |
---|---|
author | Li, Baofu Chen, Zhongsheng Yuan, Xingzhong |
author_facet | Li, Baofu Chen, Zhongsheng Yuan, Xingzhong |
author_sort | Li, Baofu |
collection | PubMed |
description | Considerable attention has recently been devoted to the linear trend of drought at the decadal to inter-decadal time scale; however, the nonlinear variation of drought at multi-decadal scales and its relation to atmospheric circulation need to be further studied. The linear and nonlinear variations of the Palmer drought severity index (PDSI) in Shandong from 1900 to 2012 and its relations to the Pacific decadal oscillation (PDO), El Niño-Southern Oscillation (ENSO), Siberian high (SH) and Southern Oscillation (SO) phase changes from multi-scale are detected using linear regression, the Mann–Kendall test, ensemble empirical mode decomposition (EEMD) and the Pearson correlation analysis method. The results indicate that the PDSI shows no statistically significant linear change trend from 1900 to 2012; however, before (after) the late 1950s, PDSI shows a significant upward (downward) trend (P < 0.01) with a linear rate of 0.28/decade (−0.48/decade). From 1900 to 2012, the PDSI also exhibits a nonlinear variation trend at the inter-annual scale (quasi-3 and quasi-7-year), inter-decadal scale (quasi-14-year) and multi-decadal scale (quasi-46 and quasi-65-year). The variance contribution rate of components from the inter-annual scale is the largest, reaching 38.7%, and that from the inter-decadal scale and multi-decadal scale are 18.9% and 19.0%, respectively, indicating that the inter-annual change exerts a huge influence on the overall PDSI change. The results also imply that the effect of the four atmospheric circulations (PDO, ENSO, SH, SO) on PDSI at the multi-decadal variability scale are more important than that at the other scales. Consequently, we state that PDSI variation at the inter-annual scale has more instability, while that at the inter-decadal and multi-decadal scale is more strongly influenced by natural factors. |
format | Online Article Text |
id | pubmed-4627919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-46279192015-11-02 The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China Li, Baofu Chen, Zhongsheng Yuan, Xingzhong PeerJ Ecology Considerable attention has recently been devoted to the linear trend of drought at the decadal to inter-decadal time scale; however, the nonlinear variation of drought at multi-decadal scales and its relation to atmospheric circulation need to be further studied. The linear and nonlinear variations of the Palmer drought severity index (PDSI) in Shandong from 1900 to 2012 and its relations to the Pacific decadal oscillation (PDO), El Niño-Southern Oscillation (ENSO), Siberian high (SH) and Southern Oscillation (SO) phase changes from multi-scale are detected using linear regression, the Mann–Kendall test, ensemble empirical mode decomposition (EEMD) and the Pearson correlation analysis method. The results indicate that the PDSI shows no statistically significant linear change trend from 1900 to 2012; however, before (after) the late 1950s, PDSI shows a significant upward (downward) trend (P < 0.01) with a linear rate of 0.28/decade (−0.48/decade). From 1900 to 2012, the PDSI also exhibits a nonlinear variation trend at the inter-annual scale (quasi-3 and quasi-7-year), inter-decadal scale (quasi-14-year) and multi-decadal scale (quasi-46 and quasi-65-year). The variance contribution rate of components from the inter-annual scale is the largest, reaching 38.7%, and that from the inter-decadal scale and multi-decadal scale are 18.9% and 19.0%, respectively, indicating that the inter-annual change exerts a huge influence on the overall PDSI change. The results also imply that the effect of the four atmospheric circulations (PDO, ENSO, SH, SO) on PDSI at the multi-decadal variability scale are more important than that at the other scales. Consequently, we state that PDSI variation at the inter-annual scale has more instability, while that at the inter-decadal and multi-decadal scale is more strongly influenced by natural factors. PeerJ Inc. 2015-10-27 /pmc/articles/PMC4627919/ /pubmed/26528402 http://dx.doi.org/10.7717/peerj.1289 Text en © 2015 Li et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Ecology Li, Baofu Chen, Zhongsheng Yuan, Xingzhong The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China |
title | The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China |
title_full | The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China |
title_fullStr | The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China |
title_full_unstemmed | The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China |
title_short | The nonlinear variation of drought and its relation to atmospheric circulation in Shandong Province, East China |
title_sort | nonlinear variation of drought and its relation to atmospheric circulation in shandong province, east china |
topic | Ecology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4627919/ https://www.ncbi.nlm.nih.gov/pubmed/26528402 http://dx.doi.org/10.7717/peerj.1289 |
work_keys_str_mv | AT libaofu thenonlinearvariationofdroughtanditsrelationtoatmosphericcirculationinshandongprovinceeastchina AT chenzhongsheng thenonlinearvariationofdroughtanditsrelationtoatmosphericcirculationinshandongprovinceeastchina AT yuanxingzhong thenonlinearvariationofdroughtanditsrelationtoatmosphericcirculationinshandongprovinceeastchina AT libaofu nonlinearvariationofdroughtanditsrelationtoatmosphericcirculationinshandongprovinceeastchina AT chenzhongsheng nonlinearvariationofdroughtanditsrelationtoatmosphericcirculationinshandongprovinceeastchina AT yuanxingzhong nonlinearvariationofdroughtanditsrelationtoatmosphericcirculationinshandongprovinceeastchina |