Spatio-temporal variability of droughts over past 80 years in Madeira Island

Study region: Madeira Island, Portugal (a small island of the North Atlantic Ocean). Study focus: Droughts from January 1937 to December 2016, were studied using monthly rainfall at 41 rain gauges covering most of the island. The gaps of the original rainfall data were filled by Multiple Imputation...

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Published in:Journal of Hydrology: Regional Studies
Main Authors: Luis Angel Espinosa, Maria Manuela Portela, Rui Rodrigues
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2019
Subjects:
Online Access:https://doi.org/10.1016/j.ejrh.2019.100623
https://doaj.org/article/0d52ba000372434199413aff80fd4ce1
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spelling ftdoajarticles:oai:doaj.org/article:0d52ba000372434199413aff80fd4ce1 2023-05-15T17:29:21+02:00 Spatio-temporal variability of droughts over past 80 years in Madeira Island Luis Angel Espinosa Maria Manuela Portela Rui Rodrigues 2019-10-01T00:00:00Z https://doi.org/10.1016/j.ejrh.2019.100623 https://doaj.org/article/0d52ba000372434199413aff80fd4ce1 EN eng Elsevier http://www.sciencedirect.com/science/article/pii/S2214581818303677 https://doaj.org/toc/2214-5818 2214-5818 doi:10.1016/j.ejrh.2019.100623 https://doaj.org/article/0d52ba000372434199413aff80fd4ce1 Journal of Hydrology: Regional Studies, Vol 25, Iss , Pp - (2019) Physical geography GB3-5030 Geology QE1-996.5 article 2019 ftdoajarticles https://doi.org/10.1016/j.ejrh.2019.100623 2022-12-31T01:52:42Z Study region: Madeira Island, Portugal (a small island of the North Atlantic Ocean). Study focus: Droughts from January 1937 to December 2016, were studied using monthly rainfall at 41 rain gauges covering most of the island. The gaps of the original rainfall data were filled by Multiple Imputation by Chained Equations (MICE). The drought conditions were assessed by means of the Standardized Precipitation Index (SPI), specifically the SPI6. To study the drought variability, some clustering techniques and principal components analysis (PCA) were applied to the SPI field. New hydrological insights for the region: Three homogeneous regions (northern slope, southern slope, and central region), each of them with different temporal climatic variability may be identified. Furthermore, for each region, the droughts were characterized in terms of magnitude and duration, and based on a kernel occurrence rate estimator (KORE) as well as on frequency of the drought periods. Finally, two climatic drivers, namely the El Niño-Southern Oscillation (ENSO) and the North Atlantic Oscillation (NAO) were teleconnected to the drought variability at the identified homogeneous regions for the period under study. It was not possible to establish a clear relationship between ENSO/NAO and drought occurrence. Nevertheless, the results showed that the spatio-temporal drought variability in Madeira Island has been subjected to noticeable changes in recent years (2001–2016) with a considerable higher number of periods under drought conditions than in the past. Keywords: Drought, Standardized Precipitation Index (SPI), MICE, Principal components analysis (PCA), Occurrence rate, El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO) Article in Journal/Newspaper North Atlantic North Atlantic oscillation Directory of Open Access Journals: DOAJ Articles Journal of Hydrology: Regional Studies 25 100623
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Physical geography
GB3-5030
Geology
QE1-996.5
spellingShingle Physical geography
GB3-5030
Geology
QE1-996.5
Luis Angel Espinosa
Maria Manuela Portela
Rui Rodrigues
Spatio-temporal variability of droughts over past 80 years in Madeira Island
topic_facet Physical geography
GB3-5030
Geology
QE1-996.5
description Study region: Madeira Island, Portugal (a small island of the North Atlantic Ocean). Study focus: Droughts from January 1937 to December 2016, were studied using monthly rainfall at 41 rain gauges covering most of the island. The gaps of the original rainfall data were filled by Multiple Imputation by Chained Equations (MICE). The drought conditions were assessed by means of the Standardized Precipitation Index (SPI), specifically the SPI6. To study the drought variability, some clustering techniques and principal components analysis (PCA) were applied to the SPI field. New hydrological insights for the region: Three homogeneous regions (northern slope, southern slope, and central region), each of them with different temporal climatic variability may be identified. Furthermore, for each region, the droughts were characterized in terms of magnitude and duration, and based on a kernel occurrence rate estimator (KORE) as well as on frequency of the drought periods. Finally, two climatic drivers, namely the El Niño-Southern Oscillation (ENSO) and the North Atlantic Oscillation (NAO) were teleconnected to the drought variability at the identified homogeneous regions for the period under study. It was not possible to establish a clear relationship between ENSO/NAO and drought occurrence. Nevertheless, the results showed that the spatio-temporal drought variability in Madeira Island has been subjected to noticeable changes in recent years (2001–2016) with a considerable higher number of periods under drought conditions than in the past. Keywords: Drought, Standardized Precipitation Index (SPI), MICE, Principal components analysis (PCA), Occurrence rate, El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO)
format Article in Journal/Newspaper
author Luis Angel Espinosa
Maria Manuela Portela
Rui Rodrigues
author_facet Luis Angel Espinosa
Maria Manuela Portela
Rui Rodrigues
author_sort Luis Angel Espinosa
title Spatio-temporal variability of droughts over past 80 years in Madeira Island
title_short Spatio-temporal variability of droughts over past 80 years in Madeira Island
title_full Spatio-temporal variability of droughts over past 80 years in Madeira Island
title_fullStr Spatio-temporal variability of droughts over past 80 years in Madeira Island
title_full_unstemmed Spatio-temporal variability of droughts over past 80 years in Madeira Island
title_sort spatio-temporal variability of droughts over past 80 years in madeira island
publisher Elsevier
publishDate 2019
url https://doi.org/10.1016/j.ejrh.2019.100623
https://doaj.org/article/0d52ba000372434199413aff80fd4ce1
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Journal of Hydrology: Regional Studies, Vol 25, Iss , Pp - (2019)
op_relation http://www.sciencedirect.com/science/article/pii/S2214581818303677
https://doaj.org/toc/2214-5818
2214-5818
doi:10.1016/j.ejrh.2019.100623
https://doaj.org/article/0d52ba000372434199413aff80fd4ce1
op_doi https://doi.org/10.1016/j.ejrh.2019.100623
container_title Journal of Hydrology: Regional Studies
container_volume 25
container_start_page 100623
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