Dry Spells in Croatia: Observed Climate Change and Climate Projections

This study performs a systematic analysis of the recent and future changes of dry spells (DS) in Croatia. DS are defined as consecutive sequences of days with daily precipitation less than 5 mm of the precipitation-per-day threshold (DS5). Daily precipitation data come from a dense national rain gau...

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Main Authors: Ivana Marinović, Ksenija Cindrić Kalin, Ivan Güttler, Zoran Pasarić
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/12/5/652
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spelling doaj-e37fc05ff4f8487294e8dc606f0ff00d2021-06-01T00:33:08ZengMDPI AGAtmosphere2073-44332021-05-011265265210.3390/atmos12050652Dry Spells in Croatia: Observed Climate Change and Climate ProjectionsIvana Marinović0Ksenija Cindrić Kalin1Ivan Güttler2Zoran Pasarić3Croatian Meteorological and Hydrological Service, Ravnice 48, 10000 Zagreb, CroatiaCroatian Meteorological and Hydrological Service, Ravnice 48, 10000 Zagreb, CroatiaCroatian Meteorological and Hydrological Service, Ravnice 48, 10000 Zagreb, CroatiaGeophysical Department, Faculty of Science, University of Zagreb, Horvatovac 102a, 10000 Zagreb, CroatiaThis study performs a systematic analysis of the recent and future changes of dry spells (DS) in Croatia. DS are defined as consecutive sequences of days with daily precipitation less than 5 mm of the precipitation-per-day threshold (DS5). Daily precipitation data come from a dense national rain gauge network (covering seven regions) and span the period 1961–2015. The spatial and temporal changes of the observed mean (MDS5) and maximum (MxDS5) seasonal and annual dry spells were analysed by means of the Kendall tau method and the partial trend method. Future changes of DS5 were assessed by employing the three regional climate models (RegCM4, CCLM4 and RCA4) covering the EURO-CORDEX domain with a 12.5-km horizontal resolution, resulting in a realistic orography and land–sea border over Croatia. The models were forced at their boundaries by the four CMIP5 global climate models. For the reference period 1971–2000, the observed, as well as modelled, DS5 were analysed, and the systematic model errors were assessed. Finally, the projections and future changes of the DS5 statistics based on simulations under the high and medium greenhouse gases concentration scenarios (i.e., RCP8.5 and RCP4.5) with a focus on the climate change signal between 1971–2000 and two future periods, 2011–2040 and 2041–2070, were examined. A prevailing increasing trend of MDS5 was found in the warm part of the year, being significant in the mountainous littoral and North Adriatic coastal region. An increasing trend of MxDS5 was also found in the warm part of the year (both the spring and summer), and it was particularly pronounced along the Adriatic coast, while a coherent negative trend pattern was found in the autumn. By applying the partial trend methodology, an increase was found in the very long DS5 (above the 90th percentile) in the recent half of the analysed 55-year period in all seasons, except in the autumn when shortening in the DS5 was detected. The climate change signal during the two analysed future periods was positive for the summer in all regions, weakly negative for the winter and not conclusive for the spring, autumn and year. It was found that no RCM-GCM combination is the best in all cases, since the most successful model combinations depend on the season and location.https://www.mdpi.com/2073-4433/12/5/652dry spellstrendsclimate changeclimate modelsCroatiaEURO-CORDEX
collection DOAJ
language English
format Article
sources DOAJ
author Ivana Marinović
Ksenija Cindrić Kalin
Ivan Güttler
Zoran Pasarić
spellingShingle Ivana Marinović
Ksenija Cindrić Kalin
Ivan Güttler
Zoran Pasarić
Dry Spells in Croatia: Observed Climate Change and Climate Projections
Atmosphere
dry spells
trends
climate change
climate models
Croatia
EURO-CORDEX
author_facet Ivana Marinović
Ksenija Cindrić Kalin
Ivan Güttler
Zoran Pasarić
author_sort Ivana Marinović
title Dry Spells in Croatia: Observed Climate Change and Climate Projections
title_short Dry Spells in Croatia: Observed Climate Change and Climate Projections
title_full Dry Spells in Croatia: Observed Climate Change and Climate Projections
title_fullStr Dry Spells in Croatia: Observed Climate Change and Climate Projections
title_full_unstemmed Dry Spells in Croatia: Observed Climate Change and Climate Projections
title_sort dry spells in croatia: observed climate change and climate projections
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2021-05-01
description This study performs a systematic analysis of the recent and future changes of dry spells (DS) in Croatia. DS are defined as consecutive sequences of days with daily precipitation less than 5 mm of the precipitation-per-day threshold (DS5). Daily precipitation data come from a dense national rain gauge network (covering seven regions) and span the period 1961–2015. The spatial and temporal changes of the observed mean (MDS5) and maximum (MxDS5) seasonal and annual dry spells were analysed by means of the Kendall tau method and the partial trend method. Future changes of DS5 were assessed by employing the three regional climate models (RegCM4, CCLM4 and RCA4) covering the EURO-CORDEX domain with a 12.5-km horizontal resolution, resulting in a realistic orography and land–sea border over Croatia. The models were forced at their boundaries by the four CMIP5 global climate models. For the reference period 1971–2000, the observed, as well as modelled, DS5 were analysed, and the systematic model errors were assessed. Finally, the projections and future changes of the DS5 statistics based on simulations under the high and medium greenhouse gases concentration scenarios (i.e., RCP8.5 and RCP4.5) with a focus on the climate change signal between 1971–2000 and two future periods, 2011–2040 and 2041–2070, were examined. A prevailing increasing trend of MDS5 was found in the warm part of the year, being significant in the mountainous littoral and North Adriatic coastal region. An increasing trend of MxDS5 was also found in the warm part of the year (both the spring and summer), and it was particularly pronounced along the Adriatic coast, while a coherent negative trend pattern was found in the autumn. By applying the partial trend methodology, an increase was found in the very long DS5 (above the 90th percentile) in the recent half of the analysed 55-year period in all seasons, except in the autumn when shortening in the DS5 was detected. The climate change signal during the two analysed future periods was positive for the summer in all regions, weakly negative for the winter and not conclusive for the spring, autumn and year. It was found that no RCM-GCM combination is the best in all cases, since the most successful model combinations depend on the season and location.
topic dry spells
trends
climate change
climate models
Croatia
EURO-CORDEX
url https://www.mdpi.com/2073-4433/12/5/652
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AT ivanguttler dryspellsincroatiaobservedclimatechangeandclimateprojections
AT zoranpasaric dryspellsincroatiaobservedclimatechangeandclimateprojections
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