Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)

This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven g...
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Autor*in:	Samiya Derdour [verfasserIn] Abderrahmane Nekkache Ghenim [verfasserIn] Abdesselam Megnounif [verfasserIn] Fredolin Tangang [verfasserIn] Jing Xiang Chung [verfasserIn] Afiqah Bahirah Ayoub [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2022

Schlagwörter:	precipitation CORDEX regional climate models performance bias correction northeastern Algeria

Übergeordnetes Werk:	In: Atmosphere - MDPI AG, 2011, 13(2022), 11, p 1876
Übergeordnetes Werk:	volume:13 ; year:2022 ; number:11, p 1876

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.3390/atmos13111876

Katalog-ID:	DOAJ01115831X

Internformat


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allfields	10.3390/atmos13111876 doi (DE-627)DOAJ01115831X (DE-599)DOAJ61caecffb391481487e87ef1398f9661 DE-627 ger DE-627 rakwb eng QC851-999 Samiya Derdour verfasserin aut Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria) 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century. precipitation CORDEX regional climate models performance bias correction northeastern Algeria Meteorology. Climatology Abderrahmane Nekkache Ghenim verfasserin aut Abdesselam Megnounif verfasserin aut Fredolin Tangang verfasserin aut Jing Xiang Chung verfasserin aut Afiqah Bahirah Ayoub verfasserin aut In Atmosphere MDPI AG, 2011 13(2022), 11, p 1876 (DE-627)657584010 (DE-600)2605928-9 20734433 nnns volume:13 year:2022 number:11, p 1876 https://doi.org/10.3390/atmos13111876 kostenfrei https://doaj.org/article/61caecffb391481487e87ef1398f9661 kostenfrei https://www.mdpi.com/2073-4433/13/11/1876 kostenfrei https://doaj.org/toc/2073-4433 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 11, p 1876
spelling	10.3390/atmos13111876 doi (DE-627)DOAJ01115831X (DE-599)DOAJ61caecffb391481487e87ef1398f9661 DE-627 ger DE-627 rakwb eng QC851-999 Samiya Derdour verfasserin aut Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria) 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century. precipitation CORDEX regional climate models performance bias correction northeastern Algeria Meteorology. Climatology Abderrahmane Nekkache Ghenim verfasserin aut Abdesselam Megnounif verfasserin aut Fredolin Tangang verfasserin aut Jing Xiang Chung verfasserin aut Afiqah Bahirah Ayoub verfasserin aut In Atmosphere MDPI AG, 2011 13(2022), 11, p 1876 (DE-627)657584010 (DE-600)2605928-9 20734433 nnns volume:13 year:2022 number:11, p 1876 https://doi.org/10.3390/atmos13111876 kostenfrei https://doaj.org/article/61caecffb391481487e87ef1398f9661 kostenfrei https://www.mdpi.com/2073-4433/13/11/1876 kostenfrei https://doaj.org/toc/2073-4433 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 11, p 1876
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allfieldsGer	10.3390/atmos13111876 doi (DE-627)DOAJ01115831X (DE-599)DOAJ61caecffb391481487e87ef1398f9661 DE-627 ger DE-627 rakwb eng QC851-999 Samiya Derdour verfasserin aut Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria) 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century. precipitation CORDEX regional climate models performance bias correction northeastern Algeria Meteorology. Climatology Abderrahmane Nekkache Ghenim verfasserin aut Abdesselam Megnounif verfasserin aut Fredolin Tangang verfasserin aut Jing Xiang Chung verfasserin aut Afiqah Bahirah Ayoub verfasserin aut In Atmosphere MDPI AG, 2011 13(2022), 11, p 1876 (DE-627)657584010 (DE-600)2605928-9 20734433 nnns volume:13 year:2022 number:11, p 1876 https://doi.org/10.3390/atmos13111876 kostenfrei https://doaj.org/article/61caecffb391481487e87ef1398f9661 kostenfrei https://www.mdpi.com/2073-4433/13/11/1876 kostenfrei https://doaj.org/toc/2073-4433 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 11, p 1876
allfieldsSound	10.3390/atmos13111876 doi (DE-627)DOAJ01115831X (DE-599)DOAJ61caecffb391481487e87ef1398f9661 DE-627 ger DE-627 rakwb eng QC851-999 Samiya Derdour verfasserin aut Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria) 2022 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century. precipitation CORDEX regional climate models performance bias correction northeastern Algeria Meteorology. Climatology Abderrahmane Nekkache Ghenim verfasserin aut Abdesselam Megnounif verfasserin aut Fredolin Tangang verfasserin aut Jing Xiang Chung verfasserin aut Afiqah Bahirah Ayoub verfasserin aut In Atmosphere MDPI AG, 2011 13(2022), 11, p 1876 (DE-627)657584010 (DE-600)2605928-9 20734433 nnns volume:13 year:2022 number:11, p 1876 https://doi.org/10.3390/atmos13111876 kostenfrei https://doaj.org/article/61caecffb391481487e87ef1398f9661 kostenfrei https://www.mdpi.com/2073-4433/13/11/1876 kostenfrei https://doaj.org/toc/2073-4433 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 13 2022 11, p 1876
language	English
source	In Atmosphere 13(2022), 11, p 1876 volume:13 year:2022 number:11, p 1876
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authorswithroles_txt_mv	Samiya Derdour @@aut@@ Abderrahmane Nekkache Ghenim @@aut@@ Abdesselam Megnounif @@aut@@ Fredolin Tangang @@aut@@ Jing Xiang Chung @@aut@@ Afiqah Bahirah Ayoub @@aut@@
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callnumber-first	Q - Science
author	Samiya Derdour
spellingShingle	Samiya Derdour misc QC851-999 misc precipitation misc CORDEX misc regional climate models misc performance misc bias correction misc northeastern Algeria misc Meteorology. Climatology Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)
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topic_title	QC851-999 Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria) precipitation CORDEX regional climate models performance bias correction northeastern Algeria
topic	misc QC851-999 misc precipitation misc CORDEX misc regional climate models misc performance misc bias correction misc northeastern Algeria misc Meteorology. Climatology
topic_unstemmed	misc QC851-999 misc precipitation misc CORDEX misc regional climate models misc performance misc bias correction misc northeastern Algeria misc Meteorology. Climatology
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title	Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)
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title_full	Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)
author_sort	Samiya Derdour
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author_browse	Samiya Derdour Abderrahmane Nekkache Ghenim Abdesselam Megnounif Fredolin Tangang Jing Xiang Chung Afiqah Bahirah Ayoub
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title_sort	bias correction and evaluation of precipitation data from the cordex regional climate model for monitoring climate change in the wadi chemora basin (northeastern algeria)
callnumber	QC851-999
title_auth	Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)
abstract	This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century.
abstractGer	This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century.
abstract_unstemmed	This study aims to provide a brief overview of four regional climate model (RCM) estimations for (Daily, Monthly, Seasonal, and Annual) averaged precipitation over the Wadi Chemora Basin in northeastern Algeria for the historical period (1970–2005) and future forecasts (2006–2100). Data from seven ground stations were compared to data from four RCMs: RCA4 driven by ICHEC-EC-EARTH and NOAA-GFDL-GFDL-ESM2M from MENA-CORDEX domain with intermediate resolution (25 km, 0.22°) and ALADIN and RegCM4 from MED-CORDEX domain with high resolution (12 km, 0.11°). In most time steps (Annual, Seasonal, Monthly, and Daily), the raw RCMs overestimated precipitation, but their performance improved significantly after applying gamma quantile mapping (GQM) bias correction method. The bias-corrected projections indicate decreases of seasonal rainfall for the near future (2010–2039), mid-century (2040–2069), and end of century (2070–2100) periods. Overall decreases in all seasons lead to the projected decrease in annual rainfall of an average of 66% by the end of the 21st century.
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container_issue	11, p 1876
title_short	Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)
url	https://doi.org/10.3390/atmos13111876 https://doaj.org/article/61caecffb391481487e87ef1398f9661 https://www.mdpi.com/2073-4433/13/11/1876 https://doaj.org/toc/2073-4433
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author2	Abderrahmane Nekkache Ghenim Abdesselam Megnounif Fredolin Tangang Jing Xiang Chung Afiqah Bahirah Ayoub
author2Str	Abderrahmane Nekkache Ghenim Abdesselam Megnounif Fredolin Tangang Jing Xiang Chung Afiqah Bahirah Ayoub
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doi_str	10.3390/atmos13111876
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up_date	2024-07-03T18:48:18.898Z
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Bias Correction and Evaluation of Precipitation Data from the CORDEX Regional Climate Model for Monitoring Climate Change in the Wadi Chemora Basin (Northeastern Algeria)

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