Skip to main content
Erschienen in: Environmental Earth Sciences 22/2021

01.11.2021 | Original Article

Quantitative assessment of regional land use and climate change impact on runoff across Gilgit watershed

verfasst von: Muhammad Shahid, Khalil Ur Rahman, Sajjad Haider, Hamza Farooq Gabriel, Abdul Jabbar Khan, Quoc Bao Pham, Chaitanya B. Pande, Nguyen Thi Thuy Linh, Duong Tran Anh

Erschienen in: Environmental Earth Sciences | Ausgabe 22/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Regional climate change (CC) and land use changes (LUCs) can significantly influence the hydrological processes at watershed scale. Different studies have investigated the impact of climate change in the Indus Basin. However, there is a need to investigate the impact of environmental changes on the regional hydrology over a complex topographic region. This study quantitatively assesses the relative contributions of CC and LUC on runoff alterations across Gilgit watershed by using multivariable calibration approach using the Soil and Water Assessment Tool (SWAT). Mann–Kendall (MK) and Pettitt tests are applied to identify the trends and changes in runoff and climatic variables during 1985–2013. The supervised classification is performed to acquire land use maps and other quantitative details required for the analyses. Moreover, Indicators of Hydrologic Alterations (IHA) analyses were performed for the first time in the Gilgit watershed to investigate the impact of CC and LUCs during the pre- and post-impact periods. The results demonstrated that precipitation, temperature, and runoff of the Gilgit watershed presented significant increasing trends. The change point using Pettitt test is depicted in 1999, 1995, and 1998, respectively. The mean annual increasing rate of precipitation, temperature, and runoff is 4.92 mm/year, 0.04 °C/year, and 2.60 m3/year, respectively. SWAT model performed well and the relative attributed contribution of CC to runoff change is 97.22% and it is 2.78% for LUC. The IHA results showed that runoff has significantly increased in post-impact (1999–2013) as compared to pre-impact (1985–1998), which was further confirmed by analyzing the IHA results using percent bias (PBIAS). Significant overestimation of runoff (higher runoff in post-impact period) was observed in the wet (maximum runoff) season. This study demonstrated that the high contribution of CC to runoff change is mainly due to the change in climate variables and global warming trends.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat 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 524:733–752 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 524:733–752
Zurück zum Zitat Adnan M, Nabi G, Poomee MS, Ashraf A (2017b) Snowmelt runoff prediction under changing climate in the Himalayan cryosphere: a case of Gilgit River Basin. Geosci Front 8(5):941–949 Adnan M, Nabi G, Poomee MS, Ashraf A (2017b) Snowmelt runoff prediction under changing climate in the Himalayan cryosphere: a case of Gilgit River Basin. Geosci Front 8(5):941–949
Zurück zum Zitat Ahmed S, Joyia MF (2003) Northern areas strategy for sustainable development. International union for conservation of nature and natural resources, background paper: water—Pakistan, Northern Areas Programme 67 Ahmed S, Joyia MF (2003) Northern areas strategy for sustainable development. International union for conservation of nature and natural resources, background paper: water—Pakistan, Northern Areas Programme 67
Zurück zum Zitat Akhtar M, Ahmad N, Booij MJ (2008) The impact of climate change on the water resources of Hindukush–Karakorum–Himalaya region under different glacier coverage scenarios. J Hydrology 355:148–163 Akhtar M, Ahmad N, Booij MJ (2008) The impact of climate change on the water resources of Hindukush–Karakorum–Himalaya region under different glacier coverage scenarios. J Hydrology 355:148–163
Zurück zum Zitat Ali K, Bajracharya RM, Sitaula BK, Raut N, Koirala HL (2017) Morphometric analysis of Gilgit River Basin in mountainous region of Gilgit-Baltistan Province, Northern Pakistan. J Geosci Environ Protect 5:70 Ali K, Bajracharya RM, Sitaula BK, Raut N, Koirala HL (2017) Morphometric analysis of Gilgit River Basin in mountainous region of Gilgit-Baltistan Province, Northern Pakistan. J Geosci Environ Protect 5:70
Zurück zum Zitat Ali K et al (2019) Analyzing land cover change using remote sensing and GIS: a case study of Gilgit River Basin, North Pakistan. Int J Econ Environ Geol 10:100–105 Ali K et al (2019) Analyzing land cover change using remote sensing and GIS: a case study of Gilgit River Basin, North Pakistan. Int J Econ Environ Geol 10:100–105
Zurück zum Zitat Anand J, Gosain A, Khosa R, Srinivasan R (2018) Regional scale hydrologic modeling for prediction of water balance, analysis of trends in runoff and variations in runoff: the case study of the Ganga River basin. J Hydrol Reg Stud 16:32–53 Anand J, Gosain A, Khosa R, Srinivasan R (2018) Regional scale hydrologic modeling for prediction of water balance, analysis of trends in runoff and variations in runoff: the case study of the Ganga River basin. J Hydrol Reg Stud 16:32–53
Zurück zum Zitat Anwar S, Khan FA, Rahman A (2019) Impact of karakoram highway on land use and agricultural development of Gilgit-Baltistan, Pakistan. Sarhad J Agric. 35(2):417–431 Anwar S, Khan FA, Rahman A (2019) Impact of karakoram highway on land use and agricultural development of Gilgit-Baltistan, Pakistan. Sarhad J Agric. 35(2):417–431
Zurück zum Zitat Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment part I: model development 1 JAWRA. J Am Water Resour Assoc 34:73–89 Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment part I: model development 1 JAWRA. J Am Water Resour Assoc 34:73–89
Zurück zum Zitat Ay M, Kisi O (2015) Investigation of trend analysis of monthly total precipitation by an innovative method. Theor Appl Climatol 120:617–629 Ay M, Kisi O (2015) Investigation of trend analysis of monthly total precipitation by an innovative method. Theor Appl Climatol 120:617–629
Zurück zum Zitat Bilal H, Chamhuri S, Mokhtar MB, Kanniah KD (2019) Recent snow cover variation in the Upper Indus Basin of Gilgit Baltistan, Hindukush Karakoram Himalaya. J Mt Sci 16(2):296–308 Bilal H, Chamhuri S, Mokhtar MB, Kanniah KD (2019) Recent snow cover variation in the Upper Indus Basin of Gilgit Baltistan, Hindukush Karakoram Himalaya. J Mt Sci 16(2):296–308
Zurück zum Zitat Bocchiola D, Diolaiuti G (2013) Recent (1980–2009) evidence of climate change in the upper Karakoram, Pakistan. Theor Appl Climatol 113:611–641 Bocchiola D, Diolaiuti G (2013) Recent (1980–2009) evidence of climate change in the upper Karakoram, Pakistan. Theor Appl Climatol 113:611–641
Zurück zum Zitat Brown RD, Robinson DA (2011) Northern Hemisphere spring snow cover variability and change over 1922–2010 including an assessment of uncertainty. Cryosphere 5(1):219–229 Brown RD, Robinson DA (2011) Northern Hemisphere spring snow cover variability and change over 1922–2010 including an assessment of uncertainty. Cryosphere 5(1):219–229
Zurück zum Zitat Bunn SE, Arthington AH (2002) Basic principles and ecological consequences of altered flow regimes for aquatic biodiversity. Environ Manag 30:492–507 Bunn SE, Arthington AH (2002) Basic principles and ecological consequences of altered flow regimes for aquatic biodiversity. Environ Manag 30:492–507
Zurück zum Zitat Butt A, Shabbir R, Ahmad SS, Aziz N (2015) Land use change mapping and analysis using Remote Sensing and GIS: a case study of Simly watershed, Islamabad, Pakistan. Egypt J Rem Sens Space Sci 18:251–259 Butt A, Shabbir R, Ahmad SS, Aziz N (2015) Land use change mapping and analysis using Remote Sensing and GIS: a case study of Simly watershed, Islamabad, Pakistan. Egypt J Rem Sens Space Sci 18:251–259
Zurück zum Zitat Chen Q, Chen H, Wang J, Zhao Y, Chen J, Xu C (2019) Impacts of climate change and land-use change on hydrological extremes in the Jinsha River Basin. Water 11:1398 Chen Q, Chen H, Wang J, Zhao Y, Chen J, Xu C (2019) Impacts of climate change and land-use change on hydrological extremes in the Jinsha River Basin. Water 11:1398
Zurück zum Zitat Cong Z, Shahid M, Zhang D, Lei H, Yang D (2017) Attribution of runoff change in the alpine basin: a case study of the Heihe Upstream Basin, China. Hydrol Sci J 62(6):1013–1028 Cong Z, Shahid M, Zhang D, Lei H, Yang D (2017) Attribution of runoff change in the alpine basin: a case study of the Heihe Upstream Basin, China. Hydrol Sci J 62(6):1013–1028
Zurück zum Zitat Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Rem Sense Environ 37:35–46 Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Rem Sense Environ 37:35–46
Zurück zum Zitat Criss RE, Winston WE (2008) Do Nash values have value? Discussion and alternate proposals. Hydrol Process Int J 22:2723–2725 Criss RE, Winston WE (2008) Do Nash values have value? Discussion and alternate proposals. Hydrol Process Int J 22:2723–2725
Zurück zum Zitat Dahal N, Shrestha UB, Tuitui A, Ojha HR (2019) Temporal changes in precipitation and temperature and their implications on the runoff of Rosi River, Central Nepal. Climate 7:3 Dahal N, Shrestha UB, Tuitui A, Ojha HR (2019) Temporal changes in precipitation and temperature and their implications on the runoff of Rosi River, Central Nepal. Climate 7:3
Zurück zum Zitat De Jong C, Collins DN, Ranzi R (2005) Climate and hydrology of mountain areas. Wiley, Chichester De Jong C, Collins DN, Ranzi R (2005) Climate and hydrology of mountain areas. Wiley, Chichester
Zurück zum Zitat de Jong C (2015) Challenges for mountain hydrology in the third millennium. Front Environ Sci 3:38 de Jong C (2015) Challenges for mountain hydrology in the third millennium. Front Environ Sci 3:38
Zurück zum Zitat Dile YT, Srinivasan R (2014) Evaluation of CFSR climate data for hydrologic prediction in data-scarce watersheds: an application in the Blue Nile River Basin. J Am Water Resour Assoc 50:1226–1241 Dile YT, Srinivasan R (2014) Evaluation of CFSR climate data for hydrologic prediction in data-scarce watersheds: an application in the Blue Nile River Basin. J Am Water Resour Assoc 50:1226–1241
Zurück zum Zitat Duan Z, Tuo Y, Liu J, Gao H, Song X, Zhang Z, Yang L, Mekonnen DF (2019) Hydrological evaluation of open-access precipitation and air temperature datasets using SWAT in a poorly gauged basin in Ethiopia. J Hydrol 569:612–626 Duan Z, Tuo Y, Liu J, Gao H, Song X, Zhang Z, Yang L, Mekonnen DF (2019) Hydrological evaluation of open-access precipitation and air temperature datasets using SWAT in a poorly gauged basin in Ethiopia. J Hydrol 569:612–626
Zurück zum Zitat Farhan SB, Zhang Y, Aziz A, Gao H, Ma Y, Kazmi J, Shahzad A, Hussain I, Mansha M, Umar M, Nasir J (2020) Assessing the impacts of climate change on the high altitude snow-and glacier-fed hydrological regimes of Astore and Hunza, the sub-catchments of Upper Indus Basin. J Water Clim Change. https://doi.org/10.2166/wcc.2018.107CrossRef Farhan SB, Zhang Y, Aziz A, Gao H, Ma Y, Kazmi J, Shahzad A, Hussain I, Mansha M, Umar M, Nasir J (2020) Assessing the impacts of climate change on the high altitude snow-and glacier-fed hydrological regimes of Astore and Hunza, the sub-catchments of Upper Indus Basin. J Water Clim Change. https://​doi.​org/​10.​2166/​wcc.​2018.​107CrossRef
Zurück zum Zitat Fathian F, Morid S, Kahya E (2015) Identification of trends in hydrological and climatic variables in Urmia Lake basin, Iran. Theor Appl Climatol 119:443–464 Fathian F, Morid S, Kahya E (2015) Identification of trends in hydrological and climatic variables in Urmia Lake basin, Iran. Theor Appl Climatol 119:443–464
Zurück zum Zitat Fowler HJ, Archer DR (2006) Conflicting signals of climatic change in the Upper Indus Basin. J Clim 19(17):4276–4293 Fowler HJ, Archer DR (2006) Conflicting signals of climatic change in the Upper Indus Basin. J Clim 19(17):4276–4293
Zurück zum Zitat Gao Y, Vogel RM, Kroll CN, Poff NL, Olden JD (2009) Development of representative indicators of hydrologic alteration. J Hydrol 374:136–147 Gao Y, Vogel RM, Kroll CN, Poff NL, Olden JD (2009) Development of representative indicators of hydrologic alteration. J Hydrol 374:136–147
Zurück zum Zitat Garee K, Chen X, Bao A, Wang Y, Meng F (2017) Hydrological modeling of the upper indus basin: a case study from a high-altitude glacierized catchment Hunza. Water 9:17 Garee K, Chen X, Bao A, Wang Y, Meng F (2017) Hydrological modeling of the upper indus basin: a case study from a high-altitude glacierized catchment Hunza. Water 9:17
Zurück zum Zitat Guan X et al (2019) The capacity of the hydrological modeling for water resource assessment under the changing environment in semi-arid river basins in China. Water 11:1328 Guan X et al (2019) The capacity of the hydrological modeling for water resource assessment under the changing environment in semi-arid river basins in China. Water 11:1328
Zurück zum Zitat Gwet K (2002) Kappa statistic is not satisfactory for assessing the extent of agreement between raters. Stat Meth Inter Rat Reli Assess 1(6):1–6 Gwet K (2002) Kappa statistic is not satisfactory for assessing the extent of agreement between raters. Stat Meth Inter Rat Reli Assess 1(6):1–6
Zurück zum Zitat Hasson S, Lucarini V, Khan MR, Petitta M, Bolch T, Gioli G (2014) Early 21st century snow cover state over the western river basins of the Indus River system. Hydrol Earth Syst Sci 18(10):4077–4100 Hasson S, Lucarini V, Khan MR, Petitta M, Bolch T, Gioli G (2014) Early 21st century snow cover state over the western river basins of the Indus River system. Hydrol Earth Syst Sci 18(10):4077–4100
Zurück zum Zitat Hussain D et al (2019) Spaceborne satellite for snow cover and hydrological characteristic of the Gilgit River Basin, Hindukush-Karakoram Mountains, Pakistan. Sensors 19:531 Hussain D et al (2019) Spaceborne satellite for snow cover and hydrological characteristic of the Gilgit River Basin, Hindukush-Karakoram Mountains, Pakistan. Sensors 19:531
Zurück zum Zitat Immerzeel WW, Van Beek LP, Bierkens MF (2010) Climate change will affect the Asian water towers. Science 328:1382–1385 Immerzeel WW, Van Beek LP, Bierkens MF (2010) Climate change will affect the Asian water towers. Science 328:1382–1385
Zurück zum Zitat Iqbal MS, Dahri ZH, Querner EP, Khan A, Hofstra N (2018) Impact of climate change on flood frequency and intensity in the Kabul river basin. Geosciences 8:114 Iqbal MS, Dahri ZH, Querner EP, Khan A, Hofstra N (2018) Impact of climate change on flood frequency and intensity in the Kabul river basin. Geosciences 8:114
Zurück zum Zitat Jiang R, Gan TY, Xie J, Wang N, Kuo C-C (2017) Historical and potential changes of precipitation and temperature of Alberta subjected to climate change impact: 1900–2100. Theor Appl Climatol 127:725–739 Jiang R, Gan TY, Xie J, Wang N, Kuo C-C (2017) Historical and potential changes of precipitation and temperature of Alberta subjected to climate change impact: 1900–2100. Theor Appl Climatol 127:725–739
Zurück zum Zitat Khare D, Patra D, Mondal A, Kundu S (2017) Impact of landuse/land cover change on run-off in the catchment of a hydro power project. Appl Water Sci 7:787–800 Khare D, Patra D, Mondal A, Kundu S (2017) Impact of landuse/land cover change on run-off in the catchment of a hydro power project. Appl Water Sci 7:787–800
Zurück zum Zitat Konz M, Uhlenbrook S, Braun L, Shrestha A, Demuth S (2007) Implementation of a process-based catchment model in a poorly gauged, highly glacierized Himalayan headwater. Hydrol Earth Syst Sci 11(4):1323–1339 Konz M, Uhlenbrook S, Braun L, Shrestha A, Demuth S (2007) Implementation of a process-based catchment model in a poorly gauged, highly glacierized Himalayan headwater. Hydrol Earth Syst Sci 11(4):1323–1339
Zurück zum Zitat Krishnan R et al (2019) Unravelling climate change in the Hindu Kush Himalaya: rapid warming in the mountains and increasing extremes. The Hindu Kush Himalaya assessment. Springer, Cham, pp 57–97 Krishnan R et al (2019) Unravelling climate change in the Hindu Kush Himalaya: rapid warming in the mountains and increasing extremes. The Hindu Kush Himalaya assessment. Springer, Cham, pp 57–97
Zurück zum Zitat Langat PK, Kumar L, Koech R (2019) Understanding water and land use within Tana and Athi River Basins in Kenya: opportunities for improvement Sustainable. Water Resour Manag 5:977–987 Langat PK, Kumar L, Koech R (2019) Understanding water and land use within Tana and Athi River Basins in Kenya: opportunities for improvement Sustainable. Water Resour Manag 5:977–987
Zurück zum Zitat Latif Y, Yaoming M, Yaseen M (2018) Spatial analysis of precipitation time series over the Upper Indus Basin. Theor Appl Climatol 131:761–775 Latif Y, Yaoming M, Yaseen M (2018) Spatial analysis of precipitation time series over the Upper Indus Basin. Theor Appl Climatol 131:761–775
Zurück zum Zitat Latif Y, Ma Y, Ma W (2021) Climatic trends variability and concerning flow regime of Upper Indus Basin, Jehlum, and Kabul river basins Pakistan. Theor Appl Climatol 144(1):447–468 Latif Y, Ma Y, Ma W (2021) Climatic trends variability and concerning flow regime of Upper Indus Basin, Jehlum, and Kabul river basins Pakistan. Theor Appl Climatol 144(1):447–468
Zurück zum Zitat Lea C, Curtis A (2010) Thematic accuracy assessment procedures: National Park Service Vegetation Inventory, version 2.0. Natural resource report NPS/2010/NRR—2010/204. National Park Service, Fort Collins, Colorado Lea C, Curtis A (2010) Thematic accuracy assessment procedures: National Park Service Vegetation Inventory, version 2.0. Natural resource report NPS/2010/NRR—2010/204. National Park Service, Fort Collins, Colorado
Zurück zum Zitat Lee A, Cho S, Kang DK, Kim S (2014) Analysis of the effect of climate change on the Nakdong River stream flow using indicators of hydrological alteration. J Hydro-Environ Res 8:234–247 Lee A, Cho S, Kang DK, Kim S (2014) Analysis of the effect of climate change on the Nakdong River stream flow using indicators of hydrological alteration. J Hydro-Environ Res 8:234–247
Zurück zum Zitat Li D, Long D, Zhao J, Lu H, Hong Y (2017) Observed changes in flow regimes in the Mekong River basin. J Hydrol 551:217–232 Li D, Long D, Zhao J, Lu H, Hong Y (2017) Observed changes in flow regimes in the Mekong River basin. J Hydrol 551:217–232
Zurück zum Zitat Li F, Zhang G, Li H, Lu W (2019) Land use change impacts on hydrology in the Nenjiang River Basin, Northeast China. Forests 10:476 Li F, Zhang G, Li H, Lu W (2019) Land use change impacts on hydrology in the Nenjiang River Basin, Northeast China. Forests 10:476
Zurück zum Zitat Liu Z, Herman JD, Huang G, Kadir T, Dahlke HE (2021) Identifying climate change impacts on surface water supply in the southern Central Valley, California. Sci Total Environ 759:143429 Liu Z, Herman JD, Huang G, Kadir T, Dahlke HE (2021) Identifying climate change impacts on surface water supply in the southern Central Valley, California. Sci Total Environ 759:143429
Zurück zum Zitat Lytle DA, Poff NL (2004) Adaptation to natural flow regimes. Trends Ecol Evol 19:94–100 Lytle DA, Poff NL (2004) Adaptation to natural flow regimes. Trends Ecol Evol 19:94–100
Zurück zum Zitat Magilligan FJ, Nislow KH (2005) Changes in hydrologic regime by dams. Geomorphology 71:61–78 Magilligan FJ, Nislow KH (2005) Changes in hydrologic regime by dams. Geomorphology 71:61–78
Zurück zum Zitat Mathews R, Richter BD (2007) Application of the Indicators of hydrologic alteration software in environmental flow setting 1. JAWRA J Am Water Resour Assoc 43:1400–1413 Mathews R, Richter BD (2007) Application of the Indicators of hydrologic alteration software in environmental flow setting 1. JAWRA J Am Water Resour Assoc 43:1400–1413
Zurück zum Zitat Minora U, Bocchiola D, D’Agata C, Maragno D, Mayer C, Lambrecht A, Mosconi B, Vuillermoz E, Senese A, Compostella C, Smiraglia C (2013) 2001–2010 glacier changes in the Central Karakoram National Park: a contribution to evaluate the magnitude and rate of the “Karakoram anomaly.” Cryosph Discus 7(3):2891–2941 Minora U, Bocchiola D, D’Agata C, Maragno D, Mayer C, Lambrecht A, Mosconi B, Vuillermoz E, Senese A, Compostella C, Smiraglia C (2013) 2001–2010 glacier changes in the Central Karakoram National Park: a contribution to evaluate the magnitude and rate of the “Karakoram anomaly.” Cryosph Discus 7(3):2891–2941
Zurück zum Zitat Mohsin T, Gough WA (2010) Trend analysis of long-term temperature time series in the Greater Toronto Area (GTA). Theor Appl Climatol 101:311–327 Mohsin T, Gough WA (2010) Trend analysis of long-term temperature time series in the Greater Toronto Area (GTA). Theor Appl Climatol 101:311–327
Zurück zum Zitat Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50(3):885–900 Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50(3):885–900
Zurück zum Zitat Murphy JC (2020) Changing suspended sediment in United States rivers and streams: linking sediment trends to changes in land use/cover, hydrology and climate. Hydrol Earth Syst Sci 24(2):991–1010 Murphy JC (2020) Changing suspended sediment in United States rivers and streams: linking sediment trends to changes in land use/cover, hydrology and climate. Hydrol Earth Syst Sci 24(2):991–1010
Zurück zum Zitat Olden JD, Poff N (2003) Redundancy and the choice of hydrologic indices for characterizing runoff regimes. River Res Appl 19:101–121 Olden JD, Poff N (2003) Redundancy and the choice of hydrologic indices for characterizing runoff regimes. River Res Appl 19:101–121
Zurück zum Zitat Oliveira PT, e Silva CS, Lima K (2017) Climatology and trend analysis of extreme precipitation in subregions of Northeast Brazil. Theor Appl Climatol 130:77–90 Oliveira PT, e Silva CS, Lima K (2017) Climatology and trend analysis of extreme precipitation in subregions of Northeast Brazil. Theor Appl Climatol 130:77–90
Zurück zum Zitat Osei MA, Amekudzi LK, Wemegah DD, Preko K, Gyawu ES, Obiri-Danso K (2019) The impact of climate and land-use changes on the hydrological processes of Owabi catchment from SWAT analysis. J Hydrol Reg Stud 25:100620 Osei MA, Amekudzi LK, Wemegah DD, Preko K, Gyawu ES, Obiri-Danso K (2019) The impact of climate and land-use changes on the hydrological processes of Owabi catchment from SWAT analysis. J Hydrol Reg Stud 25:100620
Zurück zum Zitat Pagliero L, Bouraoui F, Diels J, Willems P, McIntyre N (2019) Investigating regionalization techniques for large-scale hydrological modelling. J Hydrol 570:220–235 Pagliero L, Bouraoui F, Diels J, Willems P, McIntyre N (2019) Investigating regionalization techniques for large-scale hydrological modelling. J Hydrol 570:220–235
Zurück zum Zitat Pande CB, Moharir KN, Khadri S, Patil S (2018) Study of land use classification in an arid region using multispectral satellite images. Appl Water Sci 8:123 Pande CB, Moharir KN, Khadri S, Patil S (2018) Study of land use classification in an arid region using multispectral satellite images. Appl Water Sci 8:123
Zurück zum Zitat Pellicciotti F, Buergi C, Immerzeel WW, Konz M, Shrestha AB (2012) Challenges and uncertainties in hydrological modeling of remote Hindu Kush–Karakoram–Himalayan (HKH) basins: suggestions for calibration strategies. Mt Res Dev 32(1):39–50 Pellicciotti F, Buergi C, Immerzeel WW, Konz M, Shrestha AB (2012) Challenges and uncertainties in hydrological modeling of remote Hindu Kush–Karakoram–Himalayan (HKH) basins: suggestions for calibration strategies. Mt Res Dev 32(1):39–50
Zurück zum Zitat Peng S, Piao S, Ciais P, Friedlingstein P, Zhou L, Wang T (2013) Change in snow phenology and its potential feedback to temperature in the Northern Hemisphere over the last three decades. Environ Res Lett 8(1):014008 Peng S, Piao S, Ciais P, Friedlingstein P, Zhou L, Wang T (2013) Change in snow phenology and its potential feedback to temperature in the Northern Hemisphere over the last three decades. Environ Res Lett 8(1):014008
Zurück zum Zitat Pham-Duc B, Sylvestre F, Papa F, Frappart F, Bouchez C, Crétaux JF (2020) The Lake Chad hydrology under current climate change. Sci Rep 10(1):1 Pham-Duc B, Sylvestre F, Papa F, Frappart F, Bouchez C, Crétaux JF (2020) The Lake Chad hydrology under current climate change. Sci Rep 10(1):1
Zurück zum Zitat Piracha A, Majeed Z (2011) Water use in Pakistan’s agricultural sector: water conservation under the changed climatic conditions. Int J Water Resour Arid Environ 1(3):170–179 Piracha A, Majeed Z (2011) Water use in Pakistan’s agricultural sector: water conservation under the changed climatic conditions. Int J Water Resour Arid Environ 1(3):170–179
Zurück zum Zitat Poff NL, Zimmerman JK (2010) Ecological responses to altered flow regimes: a literature review to inform the science and management of environmental flows. Freshw Biol 55:194–205 Poff NL, Zimmerman JK (2010) Ecological responses to altered flow regimes: a literature review to inform the science and management of environmental flows. Freshw Biol 55:194–205
Zurück zum Zitat Rahman KU, Balkhair KS, Almazroui M, Masood A (2017) Sub-catchments flow losses computation using Muskingum-Cunge routing method and HEC-HMS GIS based techniques, case study of Wadi Al-Lith, Saudi Arabia. Model Earth Syst Environ 3:4 Rahman KU, Balkhair KS, Almazroui M, Masood A (2017) Sub-catchments flow losses computation using Muskingum-Cunge routing method and HEC-HMS GIS based techniques, case study of Wadi Al-Lith, Saudi Arabia. Model Earth Syst Environ 3:4
Zurück zum Zitat Rahman KU, Shang S, Shahid M, Wen Y (2020) Hydrological evaluation of merged satellite precipitation datasets for runoff simulation using SWAT: a case study of Potohar Plateau, Pakistan. J Hydrol 587:125040 Rahman KU, Shang S, Shahid M, Wen Y (2020) Hydrological evaluation of merged satellite precipitation datasets for runoff simulation using SWAT: a case study of Potohar Plateau, Pakistan. J Hydrol 587:125040
Zurück zum Zitat Rao MP, Cook ER, Cook BI, Palmer JG, Uriarte M, Devineni N, Lall U, D’Arrigo RD, Woodhouse CA, Ahmed M, Zafar MU (2018) Six centuries of Upper Indus Basin runoff variability and its climatic drivers. Water Resour Res 54(8):5687–5701 Rao MP, Cook ER, Cook BI, Palmer JG, Uriarte M, Devineni N, Lall U, D’Arrigo RD, Woodhouse CA, Ahmed M, Zafar MU (2018) Six centuries of Upper Indus Basin runoff variability and its climatic drivers. Water Resour Res 54(8):5687–5701
Zurück zum Zitat Richter B, Baumgartner J, Wigington R, Braun D (1997) How much water does a river need? Freshw Biol 37:231–249 Richter B, Baumgartner J, Wigington R, Braun D (1997) How much water does a river need? Freshw Biol 37:231–249
Zurück zum Zitat Scott CA, Zhang F, Mukherji A, Immerzeel W, Mustafa D, Bharati L (2019) Water in the Hindu Kush Himalaya. The Hindu Kush Himalaya assessment. Springer, Cham, pp 257–299 Scott CA, Zhang F, Mukherji A, Immerzeel W, Mustafa D, Bharati L (2019) Water in the Hindu Kush Himalaya. The Hindu Kush Himalaya assessment. Springer, Cham, pp 257–299
Zurück zum Zitat Seyam M, Othman F (2015) Long-term variation analysis of a tropical river’s annual runoff regime over a 50-year period. Theor Appl Climatol 121:71–85 Seyam M, Othman F (2015) Long-term variation analysis of a tropical river’s annual runoff regime over a 50-year period. Theor Appl Climatol 121:71–85
Zurück zum Zitat Shahid M, Cong Z, Zhang D (2018) Understanding the impacts of climate change and human activities on runoff: a case study of the Soan River basin, Pakistan. Theor Appl Climatol 134:205–219 Shahid M, Cong Z, Zhang D (2018) Understanding the impacts of climate change and human activities on runoff: a case study of the Soan River basin, Pakistan. Theor Appl Climatol 134:205–219
Zurück zum Zitat Shahid M, Rahman KU, Balkhair KS, Nabi A (2020) Impact assessment of land use and climate changes on the variation of runoff in Margalla Hills watersheds, Pakistan. Arab J Geosci 13(5):1–4 Shahid M, Rahman KU, Balkhair KS, Nabi A (2020) Impact assessment of land use and climate changes on the variation of runoff in Margalla Hills watersheds, Pakistan. Arab J Geosci 13(5):1–4
Zurück zum Zitat Shang X, Jiang X, Jia R, Wei C (2019) Land use and climate change effects on surface runoff variations in the upper Heihe River basin. Water 11:344 Shang X, Jiang X, Jia R, Wei C (2019) Land use and climate change effects on surface runoff variations in the upper Heihe River basin. Water 11:344
Zurück zum Zitat Shen Q, Cong Z, Lei H (2017) Evaluating the impact of climate and underlying surface change on runoff within the Budyko framework: A study across 224 catchments in China. J Hydrol 554:251–262 Shen Q, Cong Z, Lei H (2017) Evaluating the impact of climate and underlying surface change on runoff within the Budyko framework: A study across 224 catchments in China. J Hydrol 554:251–262
Zurück zum Zitat Shi H, Li T, Wei J, Fu W (2014) Wang G (2016) Spatial and temporal characteristics of precipitation over the Three-River Headwaters region during 1961. J Hydrol Reg Stud 6:52–65 Shi H, Li T, Wei J, Fu W (2014) Wang G (2016) Spatial and temporal characteristics of precipitation over the Three-River Headwaters region during 1961. J Hydrol Reg Stud 6:52–65
Zurück zum Zitat Siddique M, Hashmi D (2012) Recent trends in high altitude temperatures and river flows in the Upper Indus Basin. Centenary Celeb 714:149–166 Siddique M, Hashmi D (2012) Recent trends in high altitude temperatures and river flows in the Upper Indus Basin. Centenary Celeb 714:149–166
Zurück zum Zitat Stocker TF, Qin D, Plattner GK, Alexander LV, Allen SK, Bindoff NL, Bréon FM, Church JA, Cubasch U, Emori S, Forster P. Technical summary. In: Climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change 2013 (pp. 33–115). Cambridge University Press. Stocker TF, Qin D, Plattner GK, Alexander LV, Allen SK, Bindoff NL, Bréon FM, Church JA, Cubasch U, Emori S, Forster P. Technical summary. In: Climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change 2013 (pp. 33–115). Cambridge University Press.
Zurück zum Zitat Su B, Jiang T, Jin W (2006) Recent trends in observed temperature and precipitation extremes in the Yangtze River basin, China. Theor Appl Climatol 83:139–151 Su B, Jiang T, Jin W (2006) Recent trends in observed temperature and precipitation extremes in the Yangtze River basin, China. Theor Appl Climatol 83:139–151
Zurück zum Zitat Subash N, Sikka A (2014) Trend analysis of rainfall and temperature and its relationship over India. Theor Appl Climatol 117:449–462 Subash N, Sikka A (2014) Trend analysis of rainfall and temperature and its relationship over India. Theor Appl Climatol 117:449–462
Zurück zum Zitat Tahir AA, Chevallier P, Arnaud Y, Neppel L, Ahmad B (2011) Modeling snowmelt-runoff under climate scenarios in the Hunza River basin, Karakoram Range, Northern Pakistan. J Hydrol 409(1–2):104–117 Tahir AA, Chevallier P, Arnaud Y, Neppel L, Ahmad B (2011) Modeling snowmelt-runoff under climate scenarios in the Hunza River basin, Karakoram Range, Northern Pakistan. J Hydrol 409(1–2):104–117
Zurück zum Zitat Tehrani EN, Sahour H, Booij M (2019) Trend analysis of hydro-climatic variables in the north of Iran. Theor Appl Climatol 136:85–97 Tehrani EN, Sahour H, Booij M (2019) Trend analysis of hydro-climatic variables in the north of Iran. Theor Appl Climatol 136:85–97
Zurück zum Zitat Tiwari PC, Joshi B (2012) Natural and socio-economic factors affecting food security in the Himalayas. Food Secur 4:195–207 Tiwari PC, Joshi B (2012) Natural and socio-economic factors affecting food security in the Himalayas. Food Secur 4:195–207
Zurück zum Zitat Tuo Y, Duan Z, Disse M, Chiogna G (2016) Evaluation of precipitation input for SWAT modeling in Alpine catchment: a case study in the Adige river basin (Italy). Sci Total Environ 573:66–82 Tuo Y, Duan Z, Disse M, Chiogna G (2016) Evaluation of precipitation input for SWAT modeling in Alpine catchment: a case study in the Adige river basin (Italy). Sci Total Environ 573:66–82
Zurück zum Zitat Wang Y, Rhoads BL, Wang D (2016) Assessment of the flow regime alterations in the middle reach of the Yangtze River associated with dam construction: potential ecological implications. Hydrol Process 30:3949–3966 Wang Y, Rhoads BL, Wang D (2016) Assessment of the flow regime alterations in the middle reach of the Yangtze River associated with dam construction: potential ecological implications. Hydrol Process 30:3949–3966
Zurück zum Zitat Yu W, Yang Y-C, Savitsky A, Alford D, Brown C, Wescoat J, Debowicz D, Robinson S (2013) Future climate scenarios for the Indus Basin. Ind Basin Pak 77–93 Yu W, Yang Y-C, Savitsky A, Alford D, Brown C, Wescoat J, Debowicz D, Robinson S (2013) Future climate scenarios for the Indus Basin. Ind Basin Pak 77–93
Zurück zum Zitat Zhang X, Srinivasan R, Bosch D (2009) Calibration and uncertainty analysis of the SWAT model using genetic algorithms and bayesian model averaging. J Hydrol 374:307–317 Zhang X, Srinivasan R, Bosch D (2009) Calibration and uncertainty analysis of the SWAT model using genetic algorithms and bayesian model averaging. J Hydrol 374:307–317
Zurück zum Zitat Zhang X-F, Yan H-C, Yue Y, Xu Q-X (2019) Quantifying natural and anthropogenic impacts on runoff and sediment load: an investigation on the middle and lower reaches of the Jinsha River Basin. J Hydrol Reg Stud 25:100617 Zhang X-F, Yan H-C, Yue Y, Xu Q-X (2019) Quantifying natural and anthropogenic impacts on runoff and sediment load: an investigation on the middle and lower reaches of the Jinsha River Basin. J Hydrol Reg Stud 25:100617
Metadaten
Titel
Quantitative assessment of regional land use and climate change impact on runoff across Gilgit watershed
verfasst von
Muhammad Shahid
Khalil Ur Rahman
Sajjad Haider
Hamza Farooq Gabriel
Abdul Jabbar Khan
Quoc Bao Pham
Chaitanya B. Pande
Nguyen Thi Thuy Linh
Duong Tran Anh
Publikationsdatum
01.11.2021
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 22/2021
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-021-10032-x

Weitere Artikel der Ausgabe 22/2021

Environmental Earth Sciences 22/2021 Zur Ausgabe