Evaluation and projection of extreme precipitation indices in the Eastern Mediterranean based on CMIP5 multi‐model ensemble
ABSTRACT An evaluation of 23 models, participating in the Coupled Model Inter‐comparison Project phase 5 (CMIP5), in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) and the Fertile Crescent (FC), was performed. The models ensemble was then used to predict the EP...
Gespeichert in:
Veröffentlicht in: | International journal of climatology 2018-04, Vol.38 (5), p.2280-2297 |
---|---|
Hauptverfasser: | , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 2297 |
---|---|
container_issue | 5 |
container_start_page | 2280 |
container_title | International journal of climatology |
container_volume | 38 |
creator | Samuels, Rana Hochman, Assaf Baharad, Anat Givati, Amir Levi, Yoav Yosef, Yizhak Saaroni, Hadas Ziv, Baruch Harpaz, Tzvika Alpert, Pinhas |
description | ABSTRACT
An evaluation of 23 models, participating in the Coupled Model Inter‐comparison Project phase 5 (CMIP5), in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) and the Fertile Crescent (FC), was performed. The models ensemble was then used to predict the EPIs evolution in the 21st century under (Representative Concentration Pathway, RCP) RCP4.5 and RCP8.5 scenarios. Models' performance was determined with respect to gridded precipitation observations from the APHRODITE project. The ensemble mean was found to perform relatively well in capturing the EM steep precipitation gradient, the FC structure and the EPI trends in the observations period (1970–2000). Over the EM, CMIP5 models agree on a future decrease in the following three EPIs; total precipitation (TP), consecutive wet days, and number of wet days by the values of 20–35%, 10–20%, and 20–35%, respectively. In the FC, extremely wet days (P95) are expected to increase by approximately 25%, except for the south eastern coasts of the Mediterranean Sea, which show significant decreases in P95, particularly for RCP8.5 and at the end of the 21st century. Hence, while TP is expected to decrease, extreme precipitation is expected to increase, at least for the north‐eastern part of the FC. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The changes in EPIs are related to changes in the synoptic patterns over the EM, especially the predicted changes in cyclones frequency and intensity in the 21st century, due to changes in storm tracks governed by the phase of the North Atlantic Oscillation and the expected expansion of the Hadley Cell towards the poles in a warmer climate.
An evaluation of Coupled Model Inter‐comparison Project phase 5 (CMIP5) models, in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) was performed. The models ensemble was used to predict the EPIs evolution in the 21st century. Over the EM, CMIP5 models agree about a future decrease in total precipitation (TP), consecutive wet days (CWD), and number of wet days, and an increase in extremely wet days. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The CMIP5 ensemble mean projections [2081–2100 minus 1986–2005, Representative Concentration Pathway 8.5 (RCP8.5) scenario]. (a) TP (mm/day), (b) CWD (days), (c) extremely wet |
doi_str_mv | 10.1002/joc.5334 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2020388044</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2020388044</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2934-dda7b6e645f224c9029b61a182f873766cddd83acefc16f899069293d47fe06e3</originalsourceid><addsrcrecordid>eNp1kE1OwzAQhS0EEqUgcQRLbNikjJPUsZeoKlDUqixgHTn2RDjKT7FToAskjsAZOQmmYctqfvS9Gb1HyDmDCQOIr6pOT6ZJkh6QEQOZRQBCHJIRCCkjkTJxTE68rwBASsZH5GP-quqt6m3XUtUaunFdhXo_diXF995hg2GL2m5sP3C2NVajD5X2z0jnyvfoWrpCY0PjVIuqpYXyaGigZ6vFw5Q227q3359fTWewpth6bIoaT8lRqWqPZ391TJ5u5o-zu2i5vl3MrpeRjmWSRsaorODI02kZx6mWEMuCM8VEXIosyTjXxhiRKI2lZrwMVoHLoDRpViJwTMbkYrgb7L1s0fd51W1dG17mMcSQCAFpGqjLgdKu895hmW-cbZTb5Qzy33CDSue_4QY0GtA3W-PuXy6_X8_2_A_I6n06</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2020388044</pqid></control><display><type>article</type><title>Evaluation and projection of extreme precipitation indices in the Eastern Mediterranean based on CMIP5 multi‐model ensemble</title><source>Wiley Online Library Journals Frontfile Complete</source><creator>Samuels, Rana ; Hochman, Assaf ; Baharad, Anat ; Givati, Amir ; Levi, Yoav ; Yosef, Yizhak ; Saaroni, Hadas ; Ziv, Baruch ; Harpaz, Tzvika ; Alpert, Pinhas</creator><creatorcontrib>Samuels, Rana ; Hochman, Assaf ; Baharad, Anat ; Givati, Amir ; Levi, Yoav ; Yosef, Yizhak ; Saaroni, Hadas ; Ziv, Baruch ; Harpaz, Tzvika ; Alpert, Pinhas</creatorcontrib><description>ABSTRACT
An evaluation of 23 models, participating in the Coupled Model Inter‐comparison Project phase 5 (CMIP5), in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) and the Fertile Crescent (FC), was performed. The models ensemble was then used to predict the EPIs evolution in the 21st century under (Representative Concentration Pathway, RCP) RCP4.5 and RCP8.5 scenarios. Models' performance was determined with respect to gridded precipitation observations from the APHRODITE project. The ensemble mean was found to perform relatively well in capturing the EM steep precipitation gradient, the FC structure and the EPI trends in the observations period (1970–2000). Over the EM, CMIP5 models agree on a future decrease in the following three EPIs; total precipitation (TP), consecutive wet days, and number of wet days by the values of 20–35%, 10–20%, and 20–35%, respectively. In the FC, extremely wet days (P95) are expected to increase by approximately 25%, except for the south eastern coasts of the Mediterranean Sea, which show significant decreases in P95, particularly for RCP8.5 and at the end of the 21st century. Hence, while TP is expected to decrease, extreme precipitation is expected to increase, at least for the north‐eastern part of the FC. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The changes in EPIs are related to changes in the synoptic patterns over the EM, especially the predicted changes in cyclones frequency and intensity in the 21st century, due to changes in storm tracks governed by the phase of the North Atlantic Oscillation and the expected expansion of the Hadley Cell towards the poles in a warmer climate.
An evaluation of Coupled Model Inter‐comparison Project phase 5 (CMIP5) models, in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) was performed. The models ensemble was used to predict the EPIs evolution in the 21st century. Over the EM, CMIP5 models agree about a future decrease in total precipitation (TP), consecutive wet days (CWD), and number of wet days, and an increase in extremely wet days. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The CMIP5 ensemble mean projections [2081–2100 minus 1986–2005, Representative Concentration Pathway 8.5 (RCP8.5) scenario]. (a) TP (mm/day), (b) CWD (days), (c) extremely wet days (mm), and (d) number of wet days (days).</description><identifier>ISSN: 0899-8418</identifier><identifier>EISSN: 1097-0088</identifier><identifier>DOI: 10.1002/joc.5334</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>21st century ; Agriculture ; Atmospheric forcing ; Climate models ; CMIP5 ; Cyclones ; Eastern Mediterranean ; Evaluation ; Evolution ; extreme precipitation indices ; Extreme weather ; Fertile Crescent ; Fertility ; Forecasting ; model ensemble ; North Atlantic Oscillation ; Ocean-atmosphere system ; Precipitation ; Rainfall ; Storm tracks ; Storms ; Tracks (paths) ; Wet days</subject><ispartof>International journal of climatology, 2018-04, Vol.38 (5), p.2280-2297</ispartof><rights>2017 Royal Meteorological Society</rights><rights>2018 Royal Meteorological Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2934-dda7b6e645f224c9029b61a182f873766cddd83acefc16f899069293d47fe06e3</citedby><cites>FETCH-LOGICAL-c2934-dda7b6e645f224c9029b61a182f873766cddd83acefc16f899069293d47fe06e3</cites><orcidid>0000-0002-9881-1893 ; 0000-0001-6369-1847 ; 0000-0002-3010-3188</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fjoc.5334$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fjoc.5334$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,777,781,1412,27905,27906,45555,45556</link.rule.ids></links><search><creatorcontrib>Samuels, Rana</creatorcontrib><creatorcontrib>Hochman, Assaf</creatorcontrib><creatorcontrib>Baharad, Anat</creatorcontrib><creatorcontrib>Givati, Amir</creatorcontrib><creatorcontrib>Levi, Yoav</creatorcontrib><creatorcontrib>Yosef, Yizhak</creatorcontrib><creatorcontrib>Saaroni, Hadas</creatorcontrib><creatorcontrib>Ziv, Baruch</creatorcontrib><creatorcontrib>Harpaz, Tzvika</creatorcontrib><creatorcontrib>Alpert, Pinhas</creatorcontrib><title>Evaluation and projection of extreme precipitation indices in the Eastern Mediterranean based on CMIP5 multi‐model ensemble</title><title>International journal of climatology</title><description>ABSTRACT
An evaluation of 23 models, participating in the Coupled Model Inter‐comparison Project phase 5 (CMIP5), in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) and the Fertile Crescent (FC), was performed. The models ensemble was then used to predict the EPIs evolution in the 21st century under (Representative Concentration Pathway, RCP) RCP4.5 and RCP8.5 scenarios. Models' performance was determined with respect to gridded precipitation observations from the APHRODITE project. The ensemble mean was found to perform relatively well in capturing the EM steep precipitation gradient, the FC structure and the EPI trends in the observations period (1970–2000). Over the EM, CMIP5 models agree on a future decrease in the following three EPIs; total precipitation (TP), consecutive wet days, and number of wet days by the values of 20–35%, 10–20%, and 20–35%, respectively. In the FC, extremely wet days (P95) are expected to increase by approximately 25%, except for the south eastern coasts of the Mediterranean Sea, which show significant decreases in P95, particularly for RCP8.5 and at the end of the 21st century. Hence, while TP is expected to decrease, extreme precipitation is expected to increase, at least for the north‐eastern part of the FC. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The changes in EPIs are related to changes in the synoptic patterns over the EM, especially the predicted changes in cyclones frequency and intensity in the 21st century, due to changes in storm tracks governed by the phase of the North Atlantic Oscillation and the expected expansion of the Hadley Cell towards the poles in a warmer climate.
An evaluation of Coupled Model Inter‐comparison Project phase 5 (CMIP5) models, in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) was performed. The models ensemble was used to predict the EPIs evolution in the 21st century. Over the EM, CMIP5 models agree about a future decrease in total precipitation (TP), consecutive wet days (CWD), and number of wet days, and an increase in extremely wet days. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The CMIP5 ensemble mean projections [2081–2100 minus 1986–2005, Representative Concentration Pathway 8.5 (RCP8.5) scenario]. (a) TP (mm/day), (b) CWD (days), (c) extremely wet days (mm), and (d) number of wet days (days).</description><subject>21st century</subject><subject>Agriculture</subject><subject>Atmospheric forcing</subject><subject>Climate models</subject><subject>CMIP5</subject><subject>Cyclones</subject><subject>Eastern Mediterranean</subject><subject>Evaluation</subject><subject>Evolution</subject><subject>extreme precipitation indices</subject><subject>Extreme weather</subject><subject>Fertile Crescent</subject><subject>Fertility</subject><subject>Forecasting</subject><subject>model ensemble</subject><subject>North Atlantic Oscillation</subject><subject>Ocean-atmosphere system</subject><subject>Precipitation</subject><subject>Rainfall</subject><subject>Storm tracks</subject><subject>Storms</subject><subject>Tracks (paths)</subject><subject>Wet days</subject><issn>0899-8418</issn><issn>1097-0088</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kE1OwzAQhS0EEqUgcQRLbNikjJPUsZeoKlDUqixgHTn2RDjKT7FToAskjsAZOQmmYctqfvS9Gb1HyDmDCQOIr6pOT6ZJkh6QEQOZRQBCHJIRCCkjkTJxTE68rwBASsZH5GP-quqt6m3XUtUaunFdhXo_diXF995hg2GL2m5sP3C2NVajD5X2z0jnyvfoWrpCY0PjVIuqpYXyaGigZ6vFw5Q227q3359fTWewpth6bIoaT8lRqWqPZ391TJ5u5o-zu2i5vl3MrpeRjmWSRsaorODI02kZx6mWEMuCM8VEXIosyTjXxhiRKI2lZrwMVoHLoDRpViJwTMbkYrgb7L1s0fd51W1dG17mMcSQCAFpGqjLgdKu895hmW-cbZTb5Qzy33CDSue_4QY0GtA3W-PuXy6_X8_2_A_I6n06</recordid><startdate>201804</startdate><enddate>201804</enddate><creator>Samuels, Rana</creator><creator>Hochman, Assaf</creator><creator>Baharad, Anat</creator><creator>Givati, Amir</creator><creator>Levi, Yoav</creator><creator>Yosef, Yizhak</creator><creator>Saaroni, Hadas</creator><creator>Ziv, Baruch</creator><creator>Harpaz, Tzvika</creator><creator>Alpert, Pinhas</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7TN</scope><scope>F1W</scope><scope>H96</scope><scope>KL.</scope><scope>L.G</scope><orcidid>https://orcid.org/0000-0002-9881-1893</orcidid><orcidid>https://orcid.org/0000-0001-6369-1847</orcidid><orcidid>https://orcid.org/0000-0002-3010-3188</orcidid></search><sort><creationdate>201804</creationdate><title>Evaluation and projection of extreme precipitation indices in the Eastern Mediterranean based on CMIP5 multi‐model ensemble</title><author>Samuels, Rana ; Hochman, Assaf ; Baharad, Anat ; Givati, Amir ; Levi, Yoav ; Yosef, Yizhak ; Saaroni, Hadas ; Ziv, Baruch ; Harpaz, Tzvika ; Alpert, Pinhas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2934-dda7b6e645f224c9029b61a182f873766cddd83acefc16f899069293d47fe06e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>21st century</topic><topic>Agriculture</topic><topic>Atmospheric forcing</topic><topic>Climate models</topic><topic>CMIP5</topic><topic>Cyclones</topic><topic>Eastern Mediterranean</topic><topic>Evaluation</topic><topic>Evolution</topic><topic>extreme precipitation indices</topic><topic>Extreme weather</topic><topic>Fertile Crescent</topic><topic>Fertility</topic><topic>Forecasting</topic><topic>model ensemble</topic><topic>North Atlantic Oscillation</topic><topic>Ocean-atmosphere system</topic><topic>Precipitation</topic><topic>Rainfall</topic><topic>Storm tracks</topic><topic>Storms</topic><topic>Tracks (paths)</topic><topic>Wet days</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Samuels, Rana</creatorcontrib><creatorcontrib>Hochman, Assaf</creatorcontrib><creatorcontrib>Baharad, Anat</creatorcontrib><creatorcontrib>Givati, Amir</creatorcontrib><creatorcontrib>Levi, Yoav</creatorcontrib><creatorcontrib>Yosef, Yizhak</creatorcontrib><creatorcontrib>Saaroni, Hadas</creatorcontrib><creatorcontrib>Ziv, Baruch</creatorcontrib><creatorcontrib>Harpaz, Tzvika</creatorcontrib><creatorcontrib>Alpert, Pinhas</creatorcontrib><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>International journal of climatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Samuels, Rana</au><au>Hochman, Assaf</au><au>Baharad, Anat</au><au>Givati, Amir</au><au>Levi, Yoav</au><au>Yosef, Yizhak</au><au>Saaroni, Hadas</au><au>Ziv, Baruch</au><au>Harpaz, Tzvika</au><au>Alpert, Pinhas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation and projection of extreme precipitation indices in the Eastern Mediterranean based on CMIP5 multi‐model ensemble</atitle><jtitle>International journal of climatology</jtitle><date>2018-04</date><risdate>2018</risdate><volume>38</volume><issue>5</issue><spage>2280</spage><epage>2297</epage><pages>2280-2297</pages><issn>0899-8418</issn><eissn>1097-0088</eissn><abstract>ABSTRACT
An evaluation of 23 models, participating in the Coupled Model Inter‐comparison Project phase 5 (CMIP5), in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) and the Fertile Crescent (FC), was performed. The models ensemble was then used to predict the EPIs evolution in the 21st century under (Representative Concentration Pathway, RCP) RCP4.5 and RCP8.5 scenarios. Models' performance was determined with respect to gridded precipitation observations from the APHRODITE project. The ensemble mean was found to perform relatively well in capturing the EM steep precipitation gradient, the FC structure and the EPI trends in the observations period (1970–2000). Over the EM, CMIP5 models agree on a future decrease in the following three EPIs; total precipitation (TP), consecutive wet days, and number of wet days by the values of 20–35%, 10–20%, and 20–35%, respectively. In the FC, extremely wet days (P95) are expected to increase by approximately 25%, except for the south eastern coasts of the Mediterranean Sea, which show significant decreases in P95, particularly for RCP8.5 and at the end of the 21st century. Hence, while TP is expected to decrease, extreme precipitation is expected to increase, at least for the north‐eastern part of the FC. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The changes in EPIs are related to changes in the synoptic patterns over the EM, especially the predicted changes in cyclones frequency and intensity in the 21st century, due to changes in storm tracks governed by the phase of the North Atlantic Oscillation and the expected expansion of the Hadley Cell towards the poles in a warmer climate.
An evaluation of Coupled Model Inter‐comparison Project phase 5 (CMIP5) models, in representing extreme precipitation indices (EPI), over the Eastern Mediterranean (EM) was performed. The models ensemble was used to predict the EPIs evolution in the 21st century. Over the EM, CMIP5 models agree about a future decrease in total precipitation (TP), consecutive wet days (CWD), and number of wet days, and an increase in extremely wet days. This will significantly influence agriculture and floods' potential in a region already suffering from political unrest. The CMIP5 ensemble mean projections [2081–2100 minus 1986–2005, Representative Concentration Pathway 8.5 (RCP8.5) scenario]. (a) TP (mm/day), (b) CWD (days), (c) extremely wet days (mm), and (d) number of wet days (days).</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><doi>10.1002/joc.5334</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0002-9881-1893</orcidid><orcidid>https://orcid.org/0000-0001-6369-1847</orcidid><orcidid>https://orcid.org/0000-0002-3010-3188</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0899-8418 |
ispartof | International journal of climatology, 2018-04, Vol.38 (5), p.2280-2297 |
issn | 0899-8418 1097-0088 |
language | eng |
recordid | cdi_proquest_journals_2020388044 |
source | Wiley Online Library Journals Frontfile Complete |
subjects | 21st century Agriculture Atmospheric forcing Climate models CMIP5 Cyclones Eastern Mediterranean Evaluation Evolution extreme precipitation indices Extreme weather Fertile Crescent Fertility Forecasting model ensemble North Atlantic Oscillation Ocean-atmosphere system Precipitation Rainfall Storm tracks Storms Tracks (paths) Wet days |
title | Evaluation and projection of extreme precipitation indices in the Eastern Mediterranean based on CMIP5 multi‐model ensemble |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-20T07%3A54%3A43IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Evaluation%20and%20projection%20of%20extreme%20precipitation%20indices%20in%20the%20Eastern%20Mediterranean%20based%20on%20CMIP5%20multi%E2%80%90model%20ensemble&rft.jtitle=International%20journal%20of%20climatology&rft.au=Samuels,%20Rana&rft.date=2018-04&rft.volume=38&rft.issue=5&rft.spage=2280&rft.epage=2297&rft.pages=2280-2297&rft.issn=0899-8418&rft.eissn=1097-0088&rft_id=info:doi/10.1002/joc.5334&rft_dat=%3Cproquest_cross%3E2020388044%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2020388044&rft_id=info:pmid/&rfr_iscdi=true |