IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i11p9065-d1163437.html
   My bibliography  Save this article

Assessment of Variability in Hydrological Droughts Using the Improved Innovative Trend Analysis Method

Author

Listed:
  • Muhammad Shehzad Ashraf

    (Centre of Excellence in Water Resources Engineering, University of Engineering & Technology, GT-Road, Lahore 54890, Pakistan
    Department of Civil Engineering, University of Central Punjab, Lahore 54590, Pakistan)

  • Muhammad Shahid

    (Department of Civil Engineering, University of Engineering & Technology, Lahore 54890, Pakistan)

  • Muhammad Waseem

    (Centre of Excellence in Water Resources Engineering, University of Engineering & Technology, GT-Road, Lahore 54890, Pakistan)

  • Muhammad Azam

    (Faculty of Agricultural Engineering and Technology, PMAS Arid Agriculture University, Rawalpindi 46000, Pakistan)

  • Khalil Ur Rahman

    (State Key Laboratory of Hydroscience and Engineering, Department of Hydraulic Engineering, Tsinghua University, Beijing 100084, China)

Abstract

The use of hydro-climatological time series to identify patterns is essential for comprehending climate change and extreme events such as drought. Hence, in this study, hydrological drought variability based on the standard drought index (SDI) using DrinC was investigated at ten (10) hydrological stations in the Upper Indus River Basin (UIRB) of Pakistan on a monthly timescale for a period of 1961–2018. Moreover, the applicability of the improved innovative trend analysis by Sen Slope method (referred hereafter as the IITA) method was evaluated in comparison with innovative trend analysis (ITA) and Mann–Kendall (MK). The findings demonstrated a significant decreasing trend in the hydrological drought from October to March; on the other hand, from April through September, a significant increasing trend was observed. In addition to that, the consistency of the outcomes across the three trend analysis methods was also observed in most of the cases, with some discrepancies in trend direction, such as at Kharmong station. Conclusively, consistency of results in all three trend analysis methods showed that the IITA method is reliable and effective due to its capability to investigate the trends in low, median, and high values of hydrometeorological timeseries with graphical representation. A degree-day or energy-based model can be used to extend the temporal range and link the effects of hydrological droughts to temperature, precipitation, and snow cover on a sub-basin scale.

Suggested Citation

  • Muhammad Shehzad Ashraf & Muhammad Shahid & Muhammad Waseem & Muhammad Azam & Khalil Ur Rahman, 2023. "Assessment of Variability in Hydrological Droughts Using the Improved Innovative Trend Analysis Method," Sustainability, MDPI, vol. 15(11), pages 1-20, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:9065-:d:1163437
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/11/9065/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/11/9065/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Muhammad Arfan & Jewell Lund & Daniyal Hassan & Maaz Saleem & Aftab Ahmed, 2019. "Erratum: Arfan M., et al. Assessment of Spatial and Temporal Flow Variability of the Indus River. Resources 2019, 8 , 103," Resources, MDPI, vol. 8(3), pages 1-1, August.
    2. Muhammad Arfan & Jewell Lund & Daniyal Hassan & Maaz Saleem & Aftab Ahmad, 2019. "Assessment of Spatial and Temporal Flow Variability of the Indus River," Resources, MDPI, vol. 8(2), pages 1-17, May.
    3. Hyedeuk Bae & Heesook Ji & Yoon-Jin Lim & Young Ryu & Moon-Hyun Kim & Baek-Jo Kim, 2019. "Characteristics of drought propagation in South Korea: relationship between meteorological, agricultural, and hydrological droughts," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(1), pages 1-16, October.
    4. Muhammad Waseem & Ijaz Ahmad & Ahmad Mujtaba & Muhammad Tayyab & Chen Si & Haishen Lü & Xiaohua Dong, 2020. "Spatiotemporal Dynamics of Precipitation in Southwest Arid-Agriculture Zones of Pakistan," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    5. Zhenghong Chen & Guifang Yang, 2013. "Analysis of drought hazards in North China: distribution and interpretation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(1), pages 279-294, January.
    6. Walter Immerzeel & L. Beek & M. Konz & A. Shrestha & M. Bierkens, 2012. "Hydrological response to climate change in a glacierized catchment in the Himalayas," Climatic Change, Springer, vol. 110(3), pages 721-736, February.
    7. Muhammad S. Ashraf & Ijaz Ahmad & Noor M. Khan & Fan Zhang & Ahmed Bilal & Jiali Guo, 2021. "Streamflow Variations in Monthly, Seasonal, Annual and Extreme Values Using Mann-Kendall, Spearmen’s Rho and Innovative Trend Analysis," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(1), pages 243-261, January.
    8. Sheng Yue & ChunYuan Wang, 2004. "The Mann-Kendall Test Modified by Effective Sample Size to Detect Trend in Serially Correlated Hydrological Series," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 18(3), pages 201-218, June.
    9. Mohammad Sohrabi & Jae Ryu & John Abatzoglou & John Tracy, 2013. "Climate extreme and its linkage to regional drought over Idaho, USA," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(1), pages 653-681, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ioannis M. Kourtis & Harris Vangelis & Dimitris Tigkas & Anna Mamara & Ioannis Nalbantis & George Tsakiris & Vassilios A. Tsihrintzis, 2023. "Drought Assessment in Greece Using SPI and ERA5 Climate Reanalysis Data," Sustainability, MDPI, vol. 15(22), pages 1-19, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Maaz Saleem & Muhammad Arfan & Kamran Ansari & Daniyal Hassan, 2023. "Analyzing the Impact of Ungauged Hill Torrents on the Riverine Floods of the River Indus: A Case Study of Koh E Suleiman Mountains in the DG Khan and Rajanpur Districts of Pakistan," Resources, MDPI, vol. 12(2), pages 1-18, February.
    2. Zhiyong Wu & Qingxia Lin & Guihua Lu & Hai He & John Qu, 2015. "Analysis of hydrological drought frequency for the Xijiang River Basin in South China using observed streamflow data," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(3), pages 1655-1677, July.
    3. Vipin Kumar Oad & Xiaohua Dong & Muhammad Arfan & Vicky Kumar & Muhammad Salman Mohsin & Syed Saad & Haishen Lü & Muhammad Imran Azam & Muhammad Tayyab, 2020. "Identification of Shift in Sowing and Harvesting Dates of Rice Crop ( L. Oryza sativa ) through Remote Sensing Techniques: A Case Study of Larkana District," Sustainability, MDPI, vol. 12(9), pages 1-15, April.
    4. Mansoor Ahmed & Ghulam Hussain Dars & Suhail Ahmed & Nir Y. Krakauer, 2023. "Analyzing drought trends over Sindh Province, Pakistan," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(1), pages 643-661, October.
    5. Xiaqing Feng & Guangxin Zhang & Xiongrui Yin, 2011. "Hydrological Responses to Climate Change in Nenjiang River Basin, Northeastern China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(2), pages 677-689, January.
    6. Guifang Yang & Zhenghong Chen, 2015. "RS-based fuzzy multiattribute assessment of eco-environmental vulnerability in the source area of the Lishui River of northwest Hunan Province, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(2), pages 1145-1161, September.
    7. Noa Ohana-Levi & Yishai Netzer, 2023. "Long-Term Trends of Global Wine Market," Agriculture, MDPI, vol. 13(1), pages 1-26, January.
    8. Dimitrios Myronidis & Konstantinos Ioannou & Dimitrios Fotakis & Gerald Dörflinger, 2018. "Streamflow and Hydrological Drought Trend Analysis and Forecasting in Cyprus," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(5), pages 1759-1776, March.
    9. Wang, Fei & Lai, Hexin & Li, Yanbin & Feng, Kai & Zhang, Zezhong & Tian, Qingqing & Zhu, Xiaomeng & Yang, Haibo, 2022. "Dynamic variation of meteorological drought and its relationships with agricultural drought across China," Agricultural Water Management, Elsevier, vol. 261(C).
    10. Fabio Di Nunno & Marco De Matteo & Giovanni Izzo & Francesco Granata, 2023. "A Combined Clustering and Trends Analysis Approach for Characterizing Reference Evapotranspiration in Veneto," Sustainability, MDPI, vol. 15(14), pages 1-23, July.
    11. Wan-Jiun Chen, 2017. "Is the Green Solow Model Valid for $$\hbox {CO}_{2}$$ CO 2 Emissions in the European Union?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(1), pages 23-45, May.
    12. Beáta Novotná & Ľuboš Jurík & Ján Čimo & Jozef Palkovič & Branislav Chvíla & Vladimír Kišš, 2022. "Machine Learning for Pan Evaporation Modeling in Different Agroclimatic Zones of the Slovak Republic (Macro-Regions)," Sustainability, MDPI, vol. 14(6), pages 1-22, March.
    13. Shakil Ahmad Romshoo & Jasia Bashir & Irfan Rashid, 2020. "Twenty-first century-end climate scenario of Jammu and Kashmir Himalaya, India, using ensemble climate models," Climatic Change, Springer, vol. 162(3), pages 1473-1491, October.
    14. Myoung-Jin Um & Jun-Haeng Heo & Momcilo Markus & Donald J. Wuebbles, 2018. "Performance Evaluation of four Statistical Tests for Trend and Non-stationarity and Assessment of Observed and Projected Annual Maximum Precipitation Series in Major United States Cities," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(3), pages 913-933, February.
    15. Milan Stojković & Srđan Kostić & Stevan Prohaska & Jasna Plavšić & Vesna Tripković, 2017. "A New Approach for Trend Assessment of Annual Streamflows: a Case Study of Hydropower Plants in Serbia," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(4), pages 1089-1103, March.
    16. Anas Mahmood Al-Juboori, 2019. "Generating Monthly Stream Flow Using Nearest River Data: Assessing Different Trees Models," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(9), pages 3257-3270, July.
    17. Farahani Mohd Saimi & Firdaus Mohamad Hamzah & Mohd Ekhwan Toriman & Othman Jaafar & Hazrina Tajudin, 2020. "Trend and Linearity Analysis of Meteorological Parameters in Peninsular Malaysia," Sustainability, MDPI, vol. 12(22), pages 1-19, November.
    18. Mojtaba Shadmani & Safar Marofi & Majid Roknian, 2012. "Trend Analysis in Reference Evapotranspiration Using Mann-Kendall and Spearman’s Rho Tests in Arid Regions of Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(1), pages 211-224, January.
    19. Gokmen Ceribasi & Ahmet Iyad Ceyhunlu & Andrzej Wałęga & Dariusz Młyński, 2022. "Investigation of the Effect of Climate Change on Energy Produced by Hydroelectric Power Plants (HEPPs) by Trend Analysis Method: A Case Study for Dogancay I–II HEPPs," Energies, MDPI, vol. 15(7), pages 1-17, March.
    20. Guangju Zhao & Georg Hörmann & Nicola Fohrer & Zengxin Zhang & Jianqing Zhai, 2010. "Streamflow Trends and Climate Variability Impacts in Poyang Lake Basin, China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(4), pages 689-706, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:9065-:d:1163437. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.