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Published in: Water Resources Management 6-7/2023

23-09-2022

Assessment of the Analytic and Hydrologic Methods in Separation of Watershed Response to Climate and Land Use Changes

Authors: Omidreza Mikaeili, Mojtaba Shourian

Published in: Water Resources Management | Issue 6-7/2023

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Abstract

Climate change and human activities are two major drivers that alter hydrological cycle processes and cause changes in spatio-temporal distribution of water availability. Streamflow as the most important component of hydrologic cycle is expected to be influenced by climate change as well as human activities. Three methods including hydrological sensitivity procedure, slope change ratio of cumulative quantity and hydrological modeling by SWAT are investigated and compared for separating the impact of climate change and human activities on the Minab River flow in south of Iran. Also, nine scenarios are defined for development of agricultural land and urbanization to evaluate the effect of climate change and human activities within the SWAT model. Mann–Kendall and Pettitt tests are used to analyze the trends and the change point in the climatic data time series. Results show that the share of human activities and climate change are close in three methods. Scenario H9 that includes the development of agricultural land and urbanization by 30% compared to the present situation reduced the streamflow by 88.8% that is the highest reduction among the scenarios. Also, the results indicate that human activities are the main reason for streamflow reduction in the Minab River.

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Literature
go back to reference Abbaspour KC (2011) User manual: SWAT-CUP4-SWAT calibration and uncertainty programs. EAWAG: Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland Abbaspour KC (2011) User manual: SWAT-CUP4-SWAT calibration and uncertainty programs. EAWAG: Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
go back to reference Abbaspour KC, Calibration S (2008) Uncertainty Programs-A User Manual. Department of Systems Analysis. Integrated Assessment and Modeling (SIAM), Eawag, Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland, 95 pp Abbaspour KC, Calibration S (2008) Uncertainty Programs-A User Manual. Department of Systems Analysis. Integrated Assessment and Modeling (SIAM), Eawag, Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland, 95 pp
go back to reference Abbaspour KC, Rouholahnejad E, Vaghefi S, Srinivasan R, Yang H, Kløve B (2015) A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model. J Hydrol 524:733–752CrossRef Abbaspour KC, Rouholahnejad E, Vaghefi S, Srinivasan R, Yang H, Kløve B (2015) A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model. J Hydrol 524:733–752CrossRef
go back to reference Ahn K-H, Merwade V (2014) Quantifying the relative impact of climate and human activities on streamflow. J Hydrol 515:257–266CrossRef Ahn K-H, Merwade V (2014) Quantifying the relative impact of climate and human activities on streamflow. J Hydrol 515:257–266CrossRef
go back to reference Budyko MI (1984) Evaporation under natural conditions. Israel Program for Scientific Translations, Washington Budyko MI (1984) Evaporation under natural conditions. Israel Program for Scientific Translations, Washington
go back to reference Chang J, Zhang H, Wang Y, Zhu Y (2016) Assessing the impact of climate variability and human activities on streamflow variation. Hydrol Earth Syst Sci 20:1547–1560CrossRef Chang J, Zhang H, Wang Y, Zhu Y (2016) Assessing the impact of climate variability and human activities on streamflow variation. Hydrol Earth Syst Sci 20:1547–1560CrossRef
go back to reference Dey P, Mishra A (2017) Separating the impacts of climate change and human activities on streamflow: A review of methodologies and critical assumptions. J Hydrol 548:278–290CrossRef Dey P, Mishra A (2017) Separating the impacts of climate change and human activities on streamflow: A review of methodologies and critical assumptions. J Hydrol 548:278–290CrossRef
go back to reference Eini MR, Javadi S, Delavar M, Gassman PW, Jarihani B (2020) Development of alternative SWAT-based models for simulating water budget components and streamflow for a karstic-influenced watershed. CATENA 195:104801CrossRef Eini MR, Javadi S, Delavar M, Gassman PW, Jarihani B (2020) Development of alternative SWAT-based models for simulating water budget components and streamflow for a karstic-influenced watershed. CATENA 195:104801CrossRef
go back to reference Grill G, Lehner B, Thieme M, Geenen B, Tickner D, Antonelli F, Babu S, Borrelli P, Cheng L, Crochetiere H (2019) Mapping the world’s free-flowing rivers. Nature 569:215–221CrossRef Grill G, Lehner B, Thieme M, Geenen B, Tickner D, Antonelli F, Babu S, Borrelli P, Cheng L, Crochetiere H (2019) Mapping the world’s free-flowing rivers. Nature 569:215–221CrossRef
go back to reference Harmel RD, Baffaut C, Douglas-Mankin K (2018) Review and development of ASABE Engineering Practice 621:“Guidelines for calibrating, validating, and evaluating hydrologic and water quality models.” Trans ASABE 61:1393–1401CrossRef Harmel RD, Baffaut C, Douglas-Mankin K (2018) Review and development of ASABE Engineering Practice 621:“Guidelines for calibrating, validating, and evaluating hydrologic and water quality models.” Trans ASABE 61:1393–1401CrossRef
go back to reference Jalali J, Ahmadi A, Abbaspour K (2021) Runoff responses to human activities and climate change in an arid watershed of central Iran. Hydrol Sci J 66:2280–2297CrossRef Jalali J, Ahmadi A, Abbaspour K (2021) Runoff responses to human activities and climate change in an arid watershed of central Iran. Hydrol Sci J 66:2280–2297CrossRef
go back to reference Lee S, Kim SU (2017) Quantification of hydrological responses due to climate change and human activities over various time scales in South Korea. Water 9:34CrossRef Lee S, Kim SU (2017) Quantification of hydrological responses due to climate change and human activities over various time scales in South Korea. Water 9:34CrossRef
go back to reference Li B, Shi X, Lian L, Chen Y, Chen Z, Sun X (2020) Quantifying the effects of climate variability, direct and indirect land use change, and human activities on runoff. J Hydrol 584:124684CrossRef Li B, Shi X, Lian L, Chen Y, Chen Z, Sun X (2020) Quantifying the effects of climate variability, direct and indirect land use change, and human activities on runoff. J Hydrol 584:124684CrossRef
go back to reference Luan J, Zhang Y, Ma N, Tian J, Li X, Liu D (2021) Evaluating the uncertainty of eight approaches for separating the impacts of climate change and human activities on streamflow. J Hydrol 601:126605CrossRef Luan J, Zhang Y, Ma N, Tian J, Li X, Liu D (2021) Evaluating the uncertainty of eight approaches for separating the impacts of climate change and human activities on streamflow. J Hydrol 601:126605CrossRef
go back to reference Maidment DR (1993) Handbook of hydrology. McGraw-Hill Maidment DR (1993) Handbook of hydrology. McGraw-Hill
go back to reference Mayowa OO, Pour SH, Shahid S, Mohsenipour M, Harun SB, Heryansyah A, Ismail T (2015) Trends in rainfall and rainfall-related extremes in the east coast of peninsular Malaysia. J Earth Syst Sci 124:1609–1622CrossRef Mayowa OO, Pour SH, Shahid S, Mohsenipour M, Harun SB, Heryansyah A, Ismail T (2015) Trends in rainfall and rainfall-related extremes in the east coast of peninsular Malaysia. J Earth Syst Sci 124:1609–1622CrossRef
go back to reference Moriasi DN, Gitau MW, Pai N, Daggupati P (2015) Hydrologic and water quality models: Performance measures and evaluation criteria. Trans ASABE 58:1763–1785CrossRef Moriasi DN, Gitau MW, Pai N, Daggupati P (2015) Hydrologic and water quality models: Performance measures and evaluation criteria. Trans ASABE 58:1763–1785CrossRef
go back to reference Neitsch SL, Arnold JG, Kiniry JR, Williams JR (2011) Soil and water assessment tool theoretical documentation version 2009. Texas Water Resources Institute Neitsch SL, Arnold JG, Kiniry JR, Williams JR (2011) Soil and water assessment tool theoretical documentation version 2009. Texas Water Resources Institute
go back to reference Ol’dekop EM (1911) On evaporation from the surface of river basins in Russia. Trans Meteorol Obs Univ Tartu 4 Univ Tartu, Tartu Ol’dekop EM (1911) On evaporation from the surface of river basins in Russia. Trans Meteorol Obs Univ Tartu 4 Univ Tartu, Tartu
go back to reference Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, 193:120–145 Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, 193:120–145
go back to reference Pettitt AN (1979) A non-parametric approach to the change-point problem. J Roy Stat Soc: Ser C (appl Stat) 28:126–135 Pettitt AN (1979) A non-parametric approach to the change-point problem. J Roy Stat Soc: Ser C (appl Stat) 28:126–135
go back to reference Qiuhong T (2020) Global change hydrology: Terrestrial water cycle and global change. Science China (Earth Sciences) Qiuhong T (2020) Global change hydrology: Terrestrial water cycle and global change. Science China (Earth Sciences)
go back to reference Saidi H, Dresti C, Manca D, Ciampittiello M (2018) Quantifying impacts of climate variability and human activities on the streamflow of an Alpine river. Environ Earth Sci 77:1–16CrossRef Saidi H, Dresti C, Manca D, Ciampittiello M (2018) Quantifying impacts of climate variability and human activities on the streamflow of an Alpine river. Environ Earth Sci 77:1–16CrossRef
go back to reference Schreiber P (1904) Über die Beziehungen zwischen dem Niederschlag und der Wasserfu¨ hrung der Flu¨ ße in Mitteleuropa. Z Meteorol 21(10):441–452 Schreiber P (1904) Über die Beziehungen zwischen dem Niederschlag und der Wasserfu¨ hrung der Flu¨ ße in Mitteleuropa. Z Meteorol 21(10):441–452
go back to reference Turc L (1954) Le bilan d’eau des sols: relations entre les précipitations, l’évaporation et l’écoulement. Ann Agron 5:491–569 Turc L (1954) Le bilan d’eau des sols: relations entre les précipitations, l’évaporation et l’écoulement. Ann Agron 5:491–569
go back to reference Wang M, Shao Y, Jiang QO, Xiao L, Yan H, Gao X, Wang L, Liu P (2020) Impacts of climate change and human activity on the runoff changes in the Guishui River Basin. Land 9:291CrossRef Wang M, Shao Y, Jiang QO, Xiao L, Yan H, Gao X, Wang L, Liu P (2020) Impacts of climate change and human activity on the runoff changes in the Guishui River Basin. Land 9:291CrossRef
go back to reference Wang S, Yan M, Yan Y, Shi C, He L (2012) Contributions of climate change and human activities to the changes in runoff increment in different sections of the Yellow River. Quatern Int 282:66–77CrossRef Wang S, Yan M, Yan Y, Shi C, He L (2012) Contributions of climate change and human activities to the changes in runoff increment in different sections of the Yellow River. Quatern Int 282:66–77CrossRef
go back to reference Wang W, Shao Q, Yang T, Peng S, Xing W, Sun F, Luo Y (2013) Quantitative assessment of the impact of climate variability and human activities on runoff changes: a case study in four catchments of the Haihe River basin, China. Hydrol Process 27:1158–1174CrossRef Wang W, Shao Q, Yang T, Peng S, Xing W, Sun F, Luo Y (2013) Quantitative assessment of the impact of climate variability and human activities on runoff changes: a case study in four catchments of the Haihe River basin, China. Hydrol Process 27:1158–1174CrossRef
go back to reference Wu J, Miao C, Wang Y, Duan Q, Zhang X (2017a) Contribution analysis of the long-term changes in seasonal runoff on the Loess Plateau, China, using eight Budyko-based methods. J Hydrol 545:263–275CrossRef Wu J, Miao C, Wang Y, Duan Q, Zhang X (2017a) Contribution analysis of the long-term changes in seasonal runoff on the Loess Plateau, China, using eight Budyko-based methods. J Hydrol 545:263–275CrossRef
go back to reference Wu J, Miao C, Zhang X, Yang T, Duan Q (2017b) Detecting the quantitative hydrological response to changes in climate and human activities. Sci Total Environ 586:328–337CrossRef Wu J, Miao C, Zhang X, Yang T, Duan Q (2017b) Detecting the quantitative hydrological response to changes in climate and human activities. Sci Total Environ 586:328–337CrossRef
go back to reference Wu J, Miao C, Zheng H, Duan Q, Lei X, Li H (2018) Meteorological and hydrological drought on the Loess Plateau, China: Evolutionary characteristics, impact, and propagation. J Geophys Res Atmos 123:11569–11584CrossRef Wu J, Miao C, Zheng H, Duan Q, Lei X, Li H (2018) Meteorological and hydrological drought on the Loess Plateau, China: Evolutionary characteristics, impact, and propagation. J Geophys Res Atmos 123:11569–11584CrossRef
go back to reference Xu C, Li J, Zhao J, Gao S, Chen Y (2015) Climate variations in northern Xinjiang of China over the past 50 years under global warming. Quatern Int 358:83–92CrossRef Xu C, Li J, Zhao J, Gao S, Chen Y (2015) Climate variations in northern Xinjiang of China over the past 50 years under global warming. Quatern Int 358:83–92CrossRef
go back to reference Xue L, Yang F, Yang C, Chen X, Zhang L, Chi Y, Yang G (2017) Identification of potential impacts of climate change and anthropogenic activities on streamflow alterations in the Tarim River Basin, China. Sci Rep 7:1–12CrossRef Xue L, Yang F, Yang C, Chen X, Zhang L, Chi Y, Yang G (2017) Identification of potential impacts of climate change and anthropogenic activities on streamflow alterations in the Tarim River Basin, China. Sci Rep 7:1–12CrossRef
go back to reference Yu C, Huang X, Chen H, Godfray HCJ, Wright JS, Hall JW, Gong P, Ni S, Qiao S, Huang G (2019) Managing nitrogen to restore water quality in China. Nature 567:516–520CrossRef Yu C, Huang X, Chen H, Godfray HCJ, Wright JS, Hall JW, Gong P, Ni S, Qiao S, Huang G (2019) Managing nitrogen to restore water quality in China. Nature 567:516–520CrossRef
go back to reference Yue S, Wang CY (2002) Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour Res 38:4–1CrossRef Yue S, Wang CY (2002) Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour Res 38:4–1CrossRef
go back to reference Zhang Y, You Q, Chen C, Ge J (2016) Impacts of climate change on streamflows under RCP scenarios: A case study in Xin River Basin, China. Atmos Res 178:521–534CrossRef Zhang Y, You Q, Chen C, Ge J (2016) Impacts of climate change on streamflows under RCP scenarios: A case study in Xin River Basin, China. Atmos Res 178:521–534CrossRef
go back to reference Zhang Z, Chen S, Wan L, Cao J, Zhang Q, Yang C (2021) The effects of landscape pattern evolution on runoff and sediment based on SWAT model. Environ Earth Sci 80:1–12 Zhang Z, Chen S, Wan L, Cao J, Zhang Q, Yang C (2021) The effects of landscape pattern evolution on runoff and sediment based on SWAT model. Environ Earth Sci 80:1–12
Metadata
Title
Assessment of the Analytic and Hydrologic Methods in Separation of Watershed Response to Climate and Land Use Changes
Authors
Omidreza Mikaeili
Mojtaba Shourian
Publication date
23-09-2022
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 6-7/2023
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-022-03324-9

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