Diverging Projections of Future Droughts in High-End Climate Scenarios for Different Potential Evapotranspiration Methods: A National-Scale Assessment for Poland
Paweł Marcinkowski, Mohammad Reza Eini, Nelson Venegas-Cordero, Maciej Jefimow, Mikołaj Piniewski
{"title":"Diverging Projections of Future Droughts in High-End Climate Scenarios for Different Potential Evapotranspiration Methods: A National-Scale Assessment for Poland","authors":"Paweł Marcinkowski, Mohammad Reza Eini, Nelson Venegas-Cordero, Maciej Jefimow, Mikołaj Piniewski","doi":"10.1002/joc.8674","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>It has been broadly reported that future climate change will most likely affect the spatio-temporal distribution of water resources and consequently droughts. There is a prevailing notion that an increase in temperature and frequency of heat waves are expected to result in more intense droughts in the coming years. In this study, we aimed to evaluate the effect of the potential evapotranspiration (PET) method selection on future drought projections over Poland. In our study, simulations of the Soil and Water Assessment Tool (SWAT) model were conducted, utilising an ensemble of six EURO-CORDEX projections, spanning the period from 2006 to 2100 under the RCP8.5 scenario. Two model setups with two different PET methods (Penman-Monteith—PM and Hargreaves—HAR) were used. For drought conditions evaluation we selected the Standardized Precipitation Index (SPI) and Standardized Precipitation-Evapotranspiration Index (SPEI) for meteorological drought, Standardized Streamflow Index (SSI) for hydrological drought, and Standardized Soil Moisture Index (SMI) for agricultural drought. The meteorological and hydrological droughts were calculated using a 12-month time aggregation window, while agricultural drought was calculated using a 3-month window. Climate projections revealed that by 2080s annual mean temperature and precipitation increase is expected by up to +3.4°C and +10.3% respectively. Under future climate conditions duration and severity of meteorological droughts are projected to decrease. PM method leads to a higher PET increases (1.35 mm year<sup>−1</sup>) than the HAR method (1.1 mm year<sup>−1</sup>) throughout the century which entail diverging signal of change for agricultural and hydrological droughts. PM- and HAR-based simulations indicate increase in the total duration and cumulative severity of agricultural droughts, buthowever, for HAR-based projections, the increase is much less. For hydrological droughts the signal of change is similar for both PET methods, but considerably distinct in magnitude. Considering the entire simulation period, by the end of the century cumulative severity of hydrological droughts is projected to decrease, with a much more pronounced decline for HAR (70% reduction) than for the PM method (35% reduction). Our study demonstrated that methodological choices are crucial to the assessment of future drought risk under climate change.</p>\n </div>","PeriodicalId":13779,"journal":{"name":"International Journal of Climatology","volume":"44 16","pages":"5902-5917"},"PeriodicalIF":3.5000,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Climatology","FirstCategoryId":"89","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/joc.8674","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"METEOROLOGY & ATMOSPHERIC SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
It has been broadly reported that future climate change will most likely affect the spatio-temporal distribution of water resources and consequently droughts. There is a prevailing notion that an increase in temperature and frequency of heat waves are expected to result in more intense droughts in the coming years. In this study, we aimed to evaluate the effect of the potential evapotranspiration (PET) method selection on future drought projections over Poland. In our study, simulations of the Soil and Water Assessment Tool (SWAT) model were conducted, utilising an ensemble of six EURO-CORDEX projections, spanning the period from 2006 to 2100 under the RCP8.5 scenario. Two model setups with two different PET methods (Penman-Monteith—PM and Hargreaves—HAR) were used. For drought conditions evaluation we selected the Standardized Precipitation Index (SPI) and Standardized Precipitation-Evapotranspiration Index (SPEI) for meteorological drought, Standardized Streamflow Index (SSI) for hydrological drought, and Standardized Soil Moisture Index (SMI) for agricultural drought. The meteorological and hydrological droughts were calculated using a 12-month time aggregation window, while agricultural drought was calculated using a 3-month window. Climate projections revealed that by 2080s annual mean temperature and precipitation increase is expected by up to +3.4°C and +10.3% respectively. Under future climate conditions duration and severity of meteorological droughts are projected to decrease. PM method leads to a higher PET increases (1.35 mm year−1) than the HAR method (1.1 mm year−1) throughout the century which entail diverging signal of change for agricultural and hydrological droughts. PM- and HAR-based simulations indicate increase in the total duration and cumulative severity of agricultural droughts, buthowever, for HAR-based projections, the increase is much less. For hydrological droughts the signal of change is similar for both PET methods, but considerably distinct in magnitude. Considering the entire simulation period, by the end of the century cumulative severity of hydrological droughts is projected to decrease, with a much more pronounced decline for HAR (70% reduction) than for the PM method (35% reduction). Our study demonstrated that methodological choices are crucial to the assessment of future drought risk under climate change.
据广泛报道,未来气候变化极有可能影响水资源的时空分布,进而影响干旱。有一种普遍的观点认为,气温和热浪频率的上升预计将在未来几年导致更严重的干旱。在这项研究中,我们旨在评估潜在蒸散(PET)方法选择对波兰未来干旱预测的影响。在我们的研究中,利用EURO-CORDEX的6个预估,在RCP8.5情景下对土壤和水分评估工具(SWAT)模型进行了模拟,时间跨越2006年至2100年。采用两种不同的PET方法(Penman-Monteith-PM和Hargreaves-HAR)建立两种模型。干旱条件评价采用标准化降水指数(SPI)和标准化降水-蒸散指数(SPEI)评价气象干旱,采用标准化河流流量指数(SSI)评价水文干旱,采用标准化土壤湿度指数(SMI)评价农业干旱。气象和水文干旱采用12个月的时间聚集窗口计算,农业干旱采用3个月的时间聚集窗口计算。气候预测显示,到2080年,年平均气温和降水预计将分别增加+3.4°C和+10.3%。在未来气候条件下,气象干旱的持续时间和严重程度预计将减少。在整个世纪中,PM方法导致的PET增加(1.35 mm /年)高于HAR方法(1.1 mm /年),这导致农业和水文干旱的变化信号发散。基于PM和har的模拟表明,农业干旱的总持续时间和累积严重程度增加,但基于har的预估增加要少得多。对于水文干旱,两种PET方法的变化信号相似,但在幅度上有很大不同。考虑到整个模拟期,预计到本世纪末,水文干旱的累积严重程度将下降,HAR方法的下降幅度(减少70%)比PM方法的下降幅度(减少35%)要明显得多。我们的研究表明,方法选择对于气候变化下未来干旱风险的评估至关重要。
期刊介绍:
The International Journal of Climatology aims to span the well established but rapidly growing field of climatology, through the publication of research papers, short communications, major reviews of progress and reviews of new books and reports in the area of climate science. The Journal’s main role is to stimulate and report research in climatology, from the expansive fields of the atmospheric, biophysical, engineering and social sciences. Coverage includes: Climate system science; Local to global scale climate observations and modelling; Seasonal to interannual climate prediction; Climatic variability and climate change; Synoptic, dynamic and urban climatology, hydroclimatology, human bioclimatology, ecoclimatology, dendroclimatology, palaeoclimatology, marine climatology and atmosphere-ocean interactions; Application of climatological knowledge to environmental assessment and management and economic production; Climate and society interactions