Independent ENSO and IOD impacts on rainfall extremes over Indonesia
Using Generalized Extreme Value analysis, this study details the independent seasonal impacts of the El Niño–Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) on rainfall extremes that cause many hydro‐meteorological hazards and affect vulnerable populations in Indonesia, based on indices de...
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description | Using Generalized Extreme Value analysis, this study details the independent seasonal impacts of the El Niño–Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) on rainfall extremes that cause many hydro‐meteorological hazards and affect vulnerable populations in Indonesia, based on indices defined by the Expert Team on Climate Change Detection and Indices (ETCCDI), for the period 1981–2019. Gridded Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) is used to calculate maximum consecutive 5‐day precipitation (Rx5d), total precipitation from days above 95 percentile (R95p), and maximum number of consecutive dry days (CDD). Consistent with previous studies, the ENSO and IOD impacts on rainfall extremes are shown to be strongest during the dry seasons (JJA‐SON) and weaker in the wet seasons (DJF‐MAM). Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO, whereby extremes become drier (wetter) during El Niño (La Niña). Similarly, positive (negative) phases of the IOD lead to more extreme dry (wet) conditions. However, distinct from previous studies, as ENSO and IOD often co‐occur, we also provide independent influences of the two climate modes. Low‐level circulation northeast and southwest of Indonesia, both previously suggested as main drivers of impacts on Maritime Continent rainfall, are more closely associated with independent ENSO and IOD, respectively. For example, ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern regions of Indonesia, and the IOD, independent of ENSO, modulates rainfall extremes more over southern and western regions. Despite independent ENSO and IOD impacts understandably being found more eastward and westward of the country, respectively, details provided here help explain regional differences between rainfall extremes and ENSO and IOD, such as Jakarta in west Java, which is predominantly influenced by local forcing associated with the IOD.
The ENSO and IOD impacts on rainfall extremes throughout Indonesia are shown to be the strongest during the dry seasons and weaker in the wet seasons. Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO and IOD, whereby extremes become drier (wetter) during El Niño (La Niña), or positive (negative) IOD phases. ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern Indonesia, and the IOD, independent of ENSO, modulating more over southern and western regions |
doi_str_mv | 10.1002/joc.7040 |
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The ENSO and IOD impacts on rainfall extremes throughout Indonesia are shown to be the strongest during the dry seasons and weaker in the wet seasons. Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO and IOD, whereby extremes become drier (wetter) during El Niño (La Niña), or positive (negative) IOD phases. ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern Indonesia, and the IOD, independent of ENSO, modulating more over southern and western regions.</description><identifier>ISSN: 0899-8418</identifier><identifier>EISSN: 1097-0088</identifier><identifier>DOI: 10.1002/joc.7040</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>At risk populations ; Atmospheric precipitations ; Climate change ; climate extreme indices ; Climatic indexes ; Dipoles ; Dry season ; El Nino ; El Nino phenomena ; El Nino-Southern Oscillation event ; El Nino-Southern Oscillation event-rainfall relationships ; ENSO ; Environmental hazards ; Extreme value theory ; Extreme values ; Extreme weather ; Hazards ; Indonesia ; IOD ; La Nina ; Precipitation ; Rain ; Rainfall ; rainfall extremes ; Rainy season ; Regions ; Southern Oscillation ; Weather hazards ; Wet season</subject><ispartof>International journal of climatology, 2021-05, Vol.41 (6), p.3640-3656</ispartof><rights>2021 Royal Meteorological Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3590-f09baf2c857de778176d2a881342b37c2d419b379070f0754ac9464f87659ea53</citedby><cites>FETCH-LOGICAL-c3590-f09baf2c857de778176d2a881342b37c2d419b379070f0754ac9464f87659ea53</cites><orcidid>0000-0002-6749-010X ; 0000-0002-7503-7989 ; 0000-0002-7454-9827</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.7040$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fjoc.7040$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Kurniadi, Ari</creatorcontrib><creatorcontrib>Weller, Evan</creatorcontrib><creatorcontrib>Min, Seung‐Ki</creatorcontrib><creatorcontrib>Seong, Min‐Gyu</creatorcontrib><title>Independent ENSO and IOD impacts on rainfall extremes over Indonesia</title><title>International journal of climatology</title><description>Using Generalized Extreme Value analysis, this study details the independent seasonal impacts of the El Niño–Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) on rainfall extremes that cause many hydro‐meteorological hazards and affect vulnerable populations in Indonesia, based on indices defined by the Expert Team on Climate Change Detection and Indices (ETCCDI), for the period 1981–2019. Gridded Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) is used to calculate maximum consecutive 5‐day precipitation (Rx5d), total precipitation from days above 95 percentile (R95p), and maximum number of consecutive dry days (CDD). Consistent with previous studies, the ENSO and IOD impacts on rainfall extremes are shown to be strongest during the dry seasons (JJA‐SON) and weaker in the wet seasons (DJF‐MAM). Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO, whereby extremes become drier (wetter) during El Niño (La Niña). Similarly, positive (negative) phases of the IOD lead to more extreme dry (wet) conditions. However, distinct from previous studies, as ENSO and IOD often co‐occur, we also provide independent influences of the two climate modes. Low‐level circulation northeast and southwest of Indonesia, both previously suggested as main drivers of impacts on Maritime Continent rainfall, are more closely associated with independent ENSO and IOD, respectively. For example, ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern regions of Indonesia, and the IOD, independent of ENSO, modulates rainfall extremes more over southern and western regions. Despite independent ENSO and IOD impacts understandably being found more eastward and westward of the country, respectively, details provided here help explain regional differences between rainfall extremes and ENSO and IOD, such as Jakarta in west Java, which is predominantly influenced by local forcing associated with the IOD.
The ENSO and IOD impacts on rainfall extremes throughout Indonesia are shown to be the strongest during the dry seasons and weaker in the wet seasons. Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO and IOD, whereby extremes become drier (wetter) during El Niño (La Niña), or positive (negative) IOD phases. ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern Indonesia, and the IOD, independent of ENSO, modulating more over southern and western regions.</description><subject>At risk populations</subject><subject>Atmospheric precipitations</subject><subject>Climate change</subject><subject>climate extreme indices</subject><subject>Climatic indexes</subject><subject>Dipoles</subject><subject>Dry season</subject><subject>El Nino</subject><subject>El Nino phenomena</subject><subject>El Nino-Southern Oscillation event</subject><subject>El Nino-Southern Oscillation event-rainfall relationships</subject><subject>ENSO</subject><subject>Environmental hazards</subject><subject>Extreme value theory</subject><subject>Extreme values</subject><subject>Extreme weather</subject><subject>Hazards</subject><subject>Indonesia</subject><subject>IOD</subject><subject>La Nina</subject><subject>Precipitation</subject><subject>Rain</subject><subject>Rainfall</subject><subject>rainfall extremes</subject><subject>Rainy season</subject><subject>Regions</subject><subject>Southern Oscillation</subject><subject>Weather hazards</subject><subject>Wet season</subject><issn>0899-8418</issn><issn>1097-0088</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp1kEFPwzAMhSMEEmMg8RMiceHS4bRJkxzRNmBoogfgHGWpK3Xa0pJ0wP49GePKxbbs7z1Lj5BrBhMGkN-tOzeRwOGEjBhomQEodUpGoLTOFGfqnFzEuAYArVk5IrOFr7HHVPxA5y-vFbW-potqRtttb90QaedpsK1v7GZD8XsIuMW0_MRAk7TzGFt7Sc7SOeLVXx-T94f52_QpW1aPi-n9MnOF0JA1oFe2yZ0SskYpFZNlnVulWMHzVSFdXnOm06BBQgNScOs0L3mjZCk0WlGMyc3Rtw_dxw7jYNbdLvj00uSCcS2SJU_U7ZFyoYsxYGP60G5t2BsG5pBRUjlzyCih2RH9aje4_5czz9X0l_8Bas9lSw</recordid><startdate>202105</startdate><enddate>202105</enddate><creator>Kurniadi, Ari</creator><creator>Weller, Evan</creator><creator>Min, Seung‐Ki</creator><creator>Seong, Min‐Gyu</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/0000-0002-6749-010X</orcidid><orcidid>https://orcid.org/0000-0002-7503-7989</orcidid><orcidid>https://orcid.org/0000-0002-7454-9827</orcidid></search><sort><creationdate>202105</creationdate><title>Independent ENSO and IOD impacts on rainfall extremes over Indonesia</title><author>Kurniadi, Ari ; Weller, Evan ; Min, Seung‐Ki ; Seong, Min‐Gyu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3590-f09baf2c857de778176d2a881342b37c2d419b379070f0754ac9464f87659ea53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>At risk populations</topic><topic>Atmospheric precipitations</topic><topic>Climate change</topic><topic>climate extreme indices</topic><topic>Climatic indexes</topic><topic>Dipoles</topic><topic>Dry season</topic><topic>El Nino</topic><topic>El Nino phenomena</topic><topic>El Nino-Southern Oscillation event</topic><topic>El Nino-Southern Oscillation event-rainfall relationships</topic><topic>ENSO</topic><topic>Environmental hazards</topic><topic>Extreme value theory</topic><topic>Extreme values</topic><topic>Extreme weather</topic><topic>Hazards</topic><topic>Indonesia</topic><topic>IOD</topic><topic>La Nina</topic><topic>Precipitation</topic><topic>Rain</topic><topic>Rainfall</topic><topic>rainfall extremes</topic><topic>Rainy season</topic><topic>Regions</topic><topic>Southern Oscillation</topic><topic>Weather hazards</topic><topic>Wet season</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kurniadi, Ari</creatorcontrib><creatorcontrib>Weller, Evan</creatorcontrib><creatorcontrib>Min, Seung‐Ki</creatorcontrib><creatorcontrib>Seong, Min‐Gyu</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>Kurniadi, Ari</au><au>Weller, Evan</au><au>Min, Seung‐Ki</au><au>Seong, Min‐Gyu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Independent ENSO and IOD impacts on rainfall extremes over Indonesia</atitle><jtitle>International journal of climatology</jtitle><date>2021-05</date><risdate>2021</risdate><volume>41</volume><issue>6</issue><spage>3640</spage><epage>3656</epage><pages>3640-3656</pages><issn>0899-8418</issn><eissn>1097-0088</eissn><abstract>Using Generalized Extreme Value analysis, this study details the independent seasonal impacts of the El Niño–Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) on rainfall extremes that cause many hydro‐meteorological hazards and affect vulnerable populations in Indonesia, based on indices defined by the Expert Team on Climate Change Detection and Indices (ETCCDI), for the period 1981–2019. Gridded Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) is used to calculate maximum consecutive 5‐day precipitation (Rx5d), total precipitation from days above 95 percentile (R95p), and maximum number of consecutive dry days (CDD). Consistent with previous studies, the ENSO and IOD impacts on rainfall extremes are shown to be strongest during the dry seasons (JJA‐SON) and weaker in the wet seasons (DJF‐MAM). Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO, whereby extremes become drier (wetter) during El Niño (La Niña). Similarly, positive (negative) phases of the IOD lead to more extreme dry (wet) conditions. However, distinct from previous studies, as ENSO and IOD often co‐occur, we also provide independent influences of the two climate modes. Low‐level circulation northeast and southwest of Indonesia, both previously suggested as main drivers of impacts on Maritime Continent rainfall, are more closely associated with independent ENSO and IOD, respectively. For example, ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern regions of Indonesia, and the IOD, independent of ENSO, modulates rainfall extremes more over southern and western regions. Despite independent ENSO and IOD impacts understandably being found more eastward and westward of the country, respectively, details provided here help explain regional differences between rainfall extremes and ENSO and IOD, such as Jakarta in west Java, which is predominantly influenced by local forcing associated with the IOD.
The ENSO and IOD impacts on rainfall extremes throughout Indonesia are shown to be the strongest during the dry seasons and weaker in the wet seasons. Rainfall extremes appear to be widely influenced throughout Indonesia by ENSO and IOD, whereby extremes become drier (wetter) during El Niño (La Niña), or positive (negative) IOD phases. ENSO, independent of IOD, impacts rainfall extremes more in the northern and eastern Indonesia, and the IOD, independent of ENSO, modulating more over southern and western regions.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><doi>10.1002/joc.7040</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-6749-010X</orcidid><orcidid>https://orcid.org/0000-0002-7503-7989</orcidid><orcidid>https://orcid.org/0000-0002-7454-9827</orcidid></addata></record> |
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subjects | At risk populations Atmospheric precipitations Climate change climate extreme indices Climatic indexes Dipoles Dry season El Nino El Nino phenomena El Nino-Southern Oscillation event El Nino-Southern Oscillation event-rainfall relationships ENSO Environmental hazards Extreme value theory Extreme values Extreme weather Hazards Indonesia IOD La Nina Precipitation Rain Rainfall rainfall extremes Rainy season Regions Southern Oscillation Weather hazards Wet season |
title | Independent ENSO and IOD impacts on rainfall extremes over Indonesia |
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