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Spatio-Temporal Analysis of Rainfall Dynamics of 120 Years (1901–2020) Using Innovative Trend Methodology: A Case Study of Haryana, India

Author

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  • Abhilash Singh Chauhan

    (Department of Agricultural Meteorology, CCS Haryana Agricultural University, Hisar 125004, India)

  • Surender Singh

    (Department of Agricultural Meteorology, CCS Haryana Agricultural University, Hisar 125004, India)

  • Rajesh Kumar Singh Maurya

    (School of Earth Ocean and Climate Sciences, Indian Institute of Technology (IIT), Bhubaneswar 752050, India)

  • Ozgur Kisi

    (Department of Civil Engineering, University of Applied Sciences, 23562 Lübeck, Germany
    Department of Civil Engineering, Ilia State University, 0162 Tbilisi, Georgia)

  • Alka Rani

    (Division of Soil Physics, ICAR-Indian Institute of Soil Science, Bhopal 462038, India)

  • Abhishek Danodia

    (Agriculture & Soils Department, Indian Institute of Remote Sensing (IIRS), Dehradun 248001, India)

Abstract

As we know, climate change and climate variability significantly influence the most important component of global hydrological cycle, i.e., rainfall. The study pertaining to change in the spatio-temporal patterns of rainfall dynamics is crucial to take appropriate actions for managing the water resources at regional level and to prepare for extreme events such as floods and droughts. Therefore, our study has investigated the spatio-temporal distribution and performance of seasonal rainfall for all districts of Haryana, India. The gridded rainfall datasets of 120 years (1901 to 2020) from the India Meteorological Department (IMD) were categorically analysed and examined with statistical results using mean rainfall, rainfall deviation, moving-average, rainfall categorization, rainfall trend, correlation analysis, probability distribution function, and climatology of heavy rainfall events. During each season, the eastern districts of Haryana have received more rainfall than those in its western equivalent. Rainfall deviation has been positive during the pre-monsoon season, while it has been negative for all remaining seasons during the third quad-decadal time (QDT3, covering the period of 1981–2020); rainfall has been declining in most of Haryana’s districts during the winter, summer monsoon, and post-monsoon seasons in recent years. The Innovative Trend Analysis (ITA) shows a declining trend in rainfall during the winter, post-monsoon, and summer monsoon seasons while an increasing trend occurs during the pre-monsoon season. Heavy rainfall events (HREs) were identified for each season from the last QDT3 (1981–2020) based on the available data and their analysis was done using European Centre for Medium-Range Weather Forecasts (ECMWF) reanalysis Interim (ERA-Interim), which helped in understanding the dynamics of atmospheric parameters during HREs. Our findings are highlighting the qualitative and quantitative aspects of seasonal rainfall dynamics at the districts level in Haryana state. This study is beneficial in understanding the impact of climate change and climate variability on rainfall dynamics in Haryana, which may further guide the policymakers and beneficiaries for optimizing the use of hydrological resources.

Suggested Citation

  • Abhilash Singh Chauhan & Surender Singh & Rajesh Kumar Singh Maurya & Ozgur Kisi & Alka Rani & Abhishek Danodia, 2022. "Spatio-Temporal Analysis of Rainfall Dynamics of 120 Years (1901–2020) Using Innovative Trend Methodology: A Case Study of Haryana, India," Sustainability, MDPI, vol. 14(9), pages 1-32, April.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:9:p:4888-:d:796909
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    References listed on IDEAS

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    1. A. Chevuturi & A. P. Dimri, 2016. "Investigation of Uttarakhand (India) disaster-2013 using weather research and forecasting model," 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. 82(3), pages 1703-1726, July.
    2. Jagadish Patra & A. Mishra & R. Singh & N. Raghuwanshi, 2012. "Detecting rainfall trends in twentieth century (1871–2006) over Orissa State, India," Climatic Change, Springer, vol. 111(3), pages 801-817, April.
    3. Nicola Ranger & Stéphane Hallegatte & Sumana Bhattacharya & Murthy Bachu & Satya Priya & K. Dhore & Farhat Rafique & P. Mathur & Nicolas Naville & Fanny Henriet & Celine Herweijer & Sanjib Pohit & Jan, 2011. "An assessment of the potential impact of climate change on flood risk in Mumbai," Climatic Change, Springer, vol. 104(1), pages 139-167, January.
    4. David Tilman, 1998. "The greening of the green revolution," Nature, Nature, vol. 396(6708), pages 211-212, November.
    5. Anoop Kumar Mishra, 2016. "Monitoring Tamil Nadu flood of 2015 using satellite remote sensing," 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. 82(2), pages 1431-1434, June.
    6. Balwinder-Singh, & Shirsath, Paresh B. & Jat, M.L. & McDonald, A.J. & Srivastava, Amit K. & Craufurd, Peter & Rana, D.S. & Singh, A.K. & Chaudhari, S.K. & Sharma, P.C. & Singh, Rajbir & Jat, H.S. & Si, 2020. "Agricultural labor, COVID-19, and potential implications for food security and air quality in the breadbasket of India," Agricultural Systems, Elsevier, vol. 185(C).
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    1. Nitesh Awasthi & Jayant Nath Tripathi & George P. Petropoulos & Dileep Kumar Gupta & Abhay Kumar Singh & Amar Kumar Kathwas & Prashant K. Srivastava, 2023. "Appraisal of Climate Response to Vegetation Indices over Tropical Climate Region in India," Sustainability, MDPI, vol. 15(7), pages 1-18, March.

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