Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.)
21 páginas, 19 figuras, 1 tabla. The aim of this research is to enlarge knowledge of space-time evolution of precipitation in California over the last decade on a monthly, seasonal and annual time-scale. This study also analyses the relationship between precipitation and teleconnection patterns with...
Published in: | Journal of Hydrology |
---|---|
Main Authors: | , , , |
Other Authors: | , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Elsevier
2022
|
Subjects: | |
Online Access: | http://hdl.handle.net/10261/279633 https://doi.org/10.1016/j.jhydrol.2022.128211 https://doi.org/10.13039/501100000780 https://doi.org/10.13039/501100014180 |
id |
ftcsic:oai:digital.csic.es:10261/279633 |
---|---|
record_format |
openpolar |
spelling |
ftcsic:oai:digital.csic.es:10261/279633 2024-02-11T09:57:10+01:00 Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) González Pérez, A. Álvarez-Esteban, R. Penas, Ángel del Río, Sara European Commission Junta de Castilla y León Río González, Sara del Penas Merino, Ángel 2022 http://hdl.handle.net/10261/279633 https://doi.org/10.1016/j.jhydrol.2022.128211 https://doi.org/10.13039/501100000780 https://doi.org/10.13039/501100014180 en eng Elsevier http://dx.doi.org/10.1016/j.jhydrol.2022.128211 Sí Journal of Hydrology, 612: 128211 (2022) 0022-1694 http://hdl.handle.net/10261/279633 doi:10.1016/j.jhydrol.2022.128211 http://dx.doi.org/10.13039/501100000780 http://dx.doi.org/10.13039/501100014180 none Precipitation Trends Teleconnection Patterns Regionalisation California artículo 2022 ftcsic https://doi.org/10.1016/j.jhydrol.2022.12821110.13039/50110000078010.13039/501100014180 2024-01-16T11:29:11Z 21 páginas, 19 figuras, 1 tabla. The aim of this research is to enlarge knowledge of space-time evolution of precipitation in California over the last decade on a monthly, seasonal and annual time-scale. This study also analyses the relationship between precipitation and teleconnection patterns with most influence on Californian climate. The homogeneity of the data from the selected stations was verified and finally 165 meteorological stations were used with an obser- vation period that ranged from 1980 to 2019. In order to evaluate trends and statistical significance, both the non-parametric Mann-Kendall test and modified Sen’s slope method were used. Correlation analysis using the partial non-parametric Spearman Test (95% confidence level) was performed to find out relationships between precipitation and nine teleconnection patterns in the State of California. Spatial analysis was achieved using Empirical Bayesian Kriging (EBK). Finally, this research, as a novelty, shows regionalisation of California State as a function of significance in the correlation of precipitation with teleconnection patterns. To achieve this, Principal Component Analysis (PCA) and Agglomerative Hierarchical Cluster analysis (HCA) was performed. Results show a positive precipitation trend in winter and negative precipitation trend in late summer and autumn. The teleconnection patterns more correlated with precipitation are El Ni ̃no along Southern Oscillation (ENSO), Antarctic Oscillation (AAO) and North Atlantic Oscillation (NAO). Four areas were discerned outlining the Mojave Climate Region (Area 4) by having ENSO as the teleconnection pattern that best account precipitation. This paper was supported by the European Regional Development Fund (ERDF) and the Junta de Castilla y Le ́on (JCyL). The grant was awarded to the first author and included in a Fellowship Scheme for a Doctoral Training Program: Orden de 12 de diciembre de 2019 de la Consejería de Educaci ́on (extracto publicado en el B.O.C. y L. n.◦ 245, de 23 de diciembre. ... Article in Journal/Newspaper Antarc* Antarctic North Atlantic North Atlantic oscillation Digital.CSIC (Spanish National Research Council) Antarctic Kendall ENVELOPE(-59.828,-59.828,-63.497,-63.497) Journal of Hydrology 612 128211 |
institution |
Open Polar |
collection |
Digital.CSIC (Spanish National Research Council) |
op_collection_id |
ftcsic |
language |
English |
topic |
Precipitation Trends Teleconnection Patterns Regionalisation California |
spellingShingle |
Precipitation Trends Teleconnection Patterns Regionalisation California González Pérez, A. Álvarez-Esteban, R. Penas, Ángel del Río, Sara Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) |
topic_facet |
Precipitation Trends Teleconnection Patterns Regionalisation California |
description |
21 páginas, 19 figuras, 1 tabla. The aim of this research is to enlarge knowledge of space-time evolution of precipitation in California over the last decade on a monthly, seasonal and annual time-scale. This study also analyses the relationship between precipitation and teleconnection patterns with most influence on Californian climate. The homogeneity of the data from the selected stations was verified and finally 165 meteorological stations were used with an obser- vation period that ranged from 1980 to 2019. In order to evaluate trends and statistical significance, both the non-parametric Mann-Kendall test and modified Sen’s slope method were used. Correlation analysis using the partial non-parametric Spearman Test (95% confidence level) was performed to find out relationships between precipitation and nine teleconnection patterns in the State of California. Spatial analysis was achieved using Empirical Bayesian Kriging (EBK). Finally, this research, as a novelty, shows regionalisation of California State as a function of significance in the correlation of precipitation with teleconnection patterns. To achieve this, Principal Component Analysis (PCA) and Agglomerative Hierarchical Cluster analysis (HCA) was performed. Results show a positive precipitation trend in winter and negative precipitation trend in late summer and autumn. The teleconnection patterns more correlated with precipitation are El Ni ̃no along Southern Oscillation (ENSO), Antarctic Oscillation (AAO) and North Atlantic Oscillation (NAO). Four areas were discerned outlining the Mojave Climate Region (Area 4) by having ENSO as the teleconnection pattern that best account precipitation. This paper was supported by the European Regional Development Fund (ERDF) and the Junta de Castilla y Le ́on (JCyL). The grant was awarded to the first author and included in a Fellowship Scheme for a Doctoral Training Program: Orden de 12 de diciembre de 2019 de la Consejería de Educaci ́on (extracto publicado en el B.O.C. y L. n.◦ 245, de 23 de diciembre. ... |
author2 |
European Commission Junta de Castilla y León Río González, Sara del Penas Merino, Ángel |
format |
Article in Journal/Newspaper |
author |
González Pérez, A. Álvarez-Esteban, R. Penas, Ángel del Río, Sara |
author_facet |
González Pérez, A. Álvarez-Esteban, R. Penas, Ángel del Río, Sara |
author_sort |
González Pérez, A. |
title |
Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) |
title_short |
Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) |
title_full |
Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) |
title_fullStr |
Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) |
title_full_unstemmed |
Analysis of recent rainfall trends and links to teleconnection patterns in California (U.S.) |
title_sort |
analysis of recent rainfall trends and links to teleconnection patterns in california (u.s.) |
publisher |
Elsevier |
publishDate |
2022 |
url |
http://hdl.handle.net/10261/279633 https://doi.org/10.1016/j.jhydrol.2022.128211 https://doi.org/10.13039/501100000780 https://doi.org/10.13039/501100014180 |
long_lat |
ENVELOPE(-59.828,-59.828,-63.497,-63.497) |
geographic |
Antarctic Kendall |
geographic_facet |
Antarctic Kendall |
genre |
Antarc* Antarctic North Atlantic North Atlantic oscillation |
genre_facet |
Antarc* Antarctic North Atlantic North Atlantic oscillation |
op_relation |
http://dx.doi.org/10.1016/j.jhydrol.2022.128211 Sí Journal of Hydrology, 612: 128211 (2022) 0022-1694 http://hdl.handle.net/10261/279633 doi:10.1016/j.jhydrol.2022.128211 http://dx.doi.org/10.13039/501100000780 http://dx.doi.org/10.13039/501100014180 |
op_rights |
none |
op_doi |
https://doi.org/10.1016/j.jhydrol.2022.12821110.13039/50110000078010.13039/501100014180 |
container_title |
Journal of Hydrology |
container_volume |
612 |
container_start_page |
128211 |
_version_ |
1790609212626173952 |