Skip to main content
Top
Published in: Water Resources Management 1/2021

25-11-2020

Streamflow Variations in Monthly, Seasonal, Annual and Extreme Values Using Mann-Kendall, Spearmen’s Rho and Innovative Trend Analysis

Authors: Muhammad S. Ashraf, Ijaz Ahmad, Noor M. Khan, Fan Zhang, Ahmed Bilal, Jiali Guo

Published in: Water Resources Management | Issue 1/2021

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The present study investigates the variations in the monthly, seasonal and annual streamflow timeseries at twenty (20) stations over the upper Indus river basin (UIRB) by using Mann-Kendall (MK), Spearman’s rho (SR) and innovative trend analysis (ITA) methods. Moreover, variations in extreme flows were investigated by dividing the daily streamflow timeseries into two categories; extremely low (<10th percentile) and extremely high (>90th percentile) flows. At monthly time scale, 240 timeseries were investigated, out of which 134, 138 and 159 timeseries manifested significant trends by using MK, SR and ITA methods, respectively. Whereas, seasonal and annual flows showed significant trends over 57, 62 and 75 timeseries based on MK, SR and ITA methods, respectively. Extremely low flows exhibited significant increasing trends over seven (07) stations and significantly decreasing trends over three (03) stations whereas, four (04) stations exhibited significantly decreasing trends in extremely high flows. Therefore, it may be concluded that the variations in the extremely low flows will be more pronounced compared to extremely high flows in the future. This may constitute constant pressure on water resources availability in the lower Indus plains where most of the country’s population is dependent on agricultural activities.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

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!

Literature
go back to reference Basharat M (2016) Indus Basin drought (1999-2002) impact on irrigated agriculture – a policy review in the preview of mega storages and floods. In: 2nd world irrigation forum, Chiang Mai, pp 1–12 Basharat M (2016) Indus Basin drought (1999-2002) impact on irrigated agriculture – a policy review in the preview of mega storages and floods. In: 2nd world irrigation forum, Chiang Mai, pp 1–12
go back to reference Helsel DR, Hirsch RM (1992) Statistical methods in water resources, studies in environmental science vol 49. Elsevier, New York, pp 522 Helsel DR, Hirsch RM (1992) Statistical methods in water resources, studies in environmental science vol 49. Elsevier, New York, pp 522
go back to reference IPCC (2014) Climate Change 2014: Impacts, adaptation, and vulnerability. Part A: global and sectoral aspects. Contribution of working Group II to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge IPCC (2014) Climate Change 2014: Impacts, adaptation, and vulnerability. Part A: global and sectoral aspects. Contribution of working Group II to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
go back to reference Kendall MG (1975) Rank correlation methods. Griffin, London Kendall MG (1975) Rank correlation methods. Griffin, London
go back to reference Khan K, Yaseen M, Latif Y, Nabi G (2015) Detection of river flow trends and variability analysis of upper Indus Basin. Pak Sci Int(Lahore) 27:1261–1270 Khan K, Yaseen M, Latif Y, Nabi G (2015) Detection of river flow trends and variability analysis of upper Indus Basin. Pak Sci Int(Lahore) 27:1261–1270
go back to reference Khattak S, Remant NU, Sharif M, Khan M (2015) Analysis of streamfiow data for trend detection on major rivers of the indus basin. J Himal Earth Sci 48:99–111 Khattak S, Remant NU, Sharif M, Khan M (2015) Analysis of streamfiow data for trend detection on major rivers of the indus basin. J Himal Earth Sci 48:99–111
go back to reference Saifullah M, Liu S, Tahir AA, Zaman M, Ahmad S, Adnan M, Chen D, Ashraf M, Mehmood A (2019) Development of threshold levels and a climate-sensitivity model of the hydrological regime of the high-altitude catchment of the Western Himalayas, Pak Water (Switzerland) 11. https://doi.org/10.3390/w11071454 Saifullah M, Liu S, Tahir AA, Zaman M, Ahmad S, Adnan M, Chen D, Ashraf M, Mehmood A (2019) Development of threshold levels and a climate-sensitivity model of the hydrological regime of the high-altitude catchment of the Western Himalayas, Pak Water (Switzerland) 11. https://​doi.​org/​10.​3390/​w11071454
go back to reference Şen Z (2017) Innovative trend significance test and applications. Theor Appl Climatol 127:939–947CrossRef Şen Z (2017) Innovative trend significance test and applications. Theor Appl Climatol 127:939–947CrossRef
go back to reference Sharif M, Burn D (2009) Detection of linkages between extreme flow measures and climate indices. World Acad Sci Eng Technol 36:873–878 Sharif M, Burn D (2009) Detection of linkages between extreme flow measures and climate indices. World Acad Sci Eng Technol 36:873–878
go back to reference Sneyers R (1990) On the statistical analysis of series of observations. World Meteorological Organization, P.O. Box 2300, CH-1211 Geneva, Switzerland Sneyers R (1990) On the statistical analysis of series of observations. World Meteorological Organization, P.O. Box 2300, CH-1211 Geneva, Switzerland
go back to reference Vicente-Serrano SM, Zabalza-Martínez J, Borràs G, López-Moreno JI, Pla E, Pascual D, Savé R, Biel C, Funes I, Azorin-Molina C, Sánchez-Lorenzo A (2017) Extreme hydrological events and the influence of reservoirs in a highly regulated river basin of northeastern Spain. J Hydrol Reg Stud 12:13–32. https://doi.org/10.1016/j.ejrh.2017.01.004CrossRef Vicente-Serrano SM, Zabalza-Martínez J, Borràs G, López-Moreno JI, Pla E, Pascual D, Savé R, Biel C, Funes I, Azorin-Molina C, Sánchez-Lorenzo A (2017) Extreme hydrological events and the influence of reservoirs in a highly regulated river basin of northeastern Spain. J Hydrol Reg Stud 12:13–32. https://​doi.​org/​10.​1016/​j.​ejrh.​2017.​01.​004CrossRef
go back to reference Yaseen M, Nabi G, Latif M (2014) Assessment of climate change at Spatiao-temporal scales and its impact on stream flows in Mangla watershed. Pak J Eng Appl Sci 15:17–36 Yaseen M, Nabi G, Latif M (2014) Assessment of climate change at Spatiao-temporal scales and its impact on stream flows in Mangla watershed. Pak J Eng Appl Sci 15:17–36
go back to reference Yue S, Pilon P, Cavadias G (2002) Power of the Mann–Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series. J Hydrol 259:254–271CrossRef Yue S, Pilon P, Cavadias G (2002) Power of the Mann–Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series. J Hydrol 259:254–271CrossRef
Metadata
Title
Streamflow Variations in Monthly, Seasonal, Annual and Extreme Values Using Mann-Kendall, Spearmen’s Rho and Innovative Trend Analysis
Authors
Muhammad S. Ashraf
Ijaz Ahmad
Noor M. Khan
Fan Zhang
Ahmed Bilal
Jiali Guo
Publication date
25-11-2020
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 1/2021
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-020-02723-0

Other articles of this Issue 1/2021

Water Resources Management 1/2021 Go to the issue