Meteorological Drought and its Relationship with Southern Oscillation Index (SOI)

Donny Harisuseno

Abstract


Drought monitoring, including its severity, spatial, and duration is essential to enhance resilience towards drought, particularly for overcoming drought risk management and mitigation plan. The present study has an objective to examine the suitability of the Standardized Precipitation Index (SPI) and Percent of Normal Index (PN) on assessing drought event by analyzing their relationship with the Southern Oscillation Index (SOI). The monthly rainfall data over twenty years of the observation period were used as a basis for data input in the drought index calculation. The statistical association analyses, included the Pearson Correlation (r), Kendal tau (τ), and Spearman rho (rs) used to assess the relationship between the monthly drought indexes and SOI. The present study confirmed that the SPI showed a more consistent and regular pattern relationship with SOI basis which was indicated by a moderately high determination coefficient (R2) of 0.74 and the magnitude of r, τ, and rs that were of 0.861, 0.736, and 0.896, respectively. Accordingly, the SPI showed better compatibility than the PN for estimating drought characteristics. The study also revealed that the SOI data could be used as a variable to determine the reliability of drought index results.


Keywords


Drought Index; Meteorological Drought; Percent of Normal Index; Southern Oscillation Index; Standardized Precipitation Index.

References


Heim, Richard R. “An Overview of Weather and Climate Extremes – Products and Trends.” Weather and Climate Extremes 10 (December 2015): 1–9. doi:10.1016/j.wace.2015.11.001.

Jain, Vinit K., Rajendra P. Pandey, Manoj K. Jain, and Hi-Ryong Byun. “Comparison of Drought Indices for Appraisal of Drought Characteristics in the Ken River Basin.” Weather and Climate Extremes 8 (June 2015): 1–11. doi:10.1016/j.wace.2015.05.002.

Dogan, Selim, Ali Berktay, and Vijay P. Singh. “Comparison of Multi-Monthly Rainfall-Based Drought Severity Indices, with Application to Semi-Arid Konya Closed Basin, Turkey.” Journal of Hydrology 470–471 (November 2012): 255–268. doi:10.1016/j.jhydrol.2012.09.003.

Homdee, Tipaporn, Kobkiat Pongput, and Shinjiro Kanae. “A Comparative Performance Analysis of Three Standardized Climatic Drought Indices in the Chi River Basin, Thailand.” Agriculture and Natural Resources 50, no. 3 (May 2016): 211–219. doi:10.1016/j.anres.2016.02.002.

Harisuseno, Donny. “Comparative Study of Meteorological and Hydrological Drought Characteristics in the Pekalen River Basin, East Java, Indonesia.” Journal of Water and Land Development 45, no. IV-VI (July, 2020): 29–41, 2020. doi: 10.24425/jwld. 2020.133043.

Abdulrazzaq, Zaidoon T., Raghad H. Hasan, and Nadia A. Aziz. “Integrated TRMM Data and Standardized Precipitation Index to Monitor the Meteorological Drought.” Civil Engineering Journal 5, no. 7 (July 21, 2019): 1590–1598. doi:10.28991/cej-2019-03091355.

Zhang, Ying, and Zhanling Li. “Uncertainty Analysis of Standardized Precipitation Index Due to the Effects of Probability Distributions and Parameter Errors.” Frontiers in Earth Science 8 (April 2, 2020). doi:10.3389/feart.2020.00076.

Bachmair, S., C. Svensson, J. Hannaford, L. J. Barker, and K. Stahl. “A Quantitative Analysis to Objectively Appraise Drought Indicators and Model Drought Impacts.” Hydrology and Earth System Sciences 20, no. 7 (July 4, 2016): 2589–2609. doi:10.5194/hess-20-2589-2016.

Paulo, Ana, Diogo Martins, and Luís Santos Pereira. “Influence of Precipitation Changes on the SPI and Related Drought Severity. An Analysis Using Long-Term Data Series.” Water Resources Management 30, no. 15 (June 8, 2016): 5737–5757. doi:10.1007/s11269-016-1388-5.

Adnan, Shahzada, Kalim Ullah, Li Shuanglin, Shouting Gao, Azmat Hayat Khan, and Rashed Mahmood. “Comparison of Various Drought Indices to Monitor Drought Status in Pakistan.” Climate Dynamics 51, no. 5–6 (November 8, 2017): 1885–1899. doi:10.1007/s00382-017-3987-0.

Wable, Pawan S., Madan K. Jha, and Ankit Shekhar. “Comparison of Drought Indices in a Semi-Arid River Basin of India.” Water Resources Management 33, no. 1 (August 28, 2018): 75–102. doi:10.1007/s11269-018-2089-z.

Esfahanian, Elaheh, A. Pouyan Nejadhashemi, Mohammad Abouali, Umesh Adhikari, Zhen Zhang, Fariborz Daneshvar, and Matthew R. Herman. “Development and Evaluation of a Comprehensive Drought Index.” Journal of Environmental Management 185 (January 2017): 31–43. doi:10.1016/j.jenvman.2016.10.050.

Ali, Zuliqar, Ijaz Hussain, Muhammad Faisal, Hafiza Mamona Nazir, Mitwali Abd-el Moemen, Tajammal Hussain, and Sadaf Shamsuddin. “A Novel Multi-Scalar Drought Index for Monitoring Drought: The Standardized Precipitation Temperature Index.” Water Resources Management 31, no. 15 (August 1, 2017): 4957–4969. doi:10.1007/s11269-017-1788-1.

Kousari, Mohammad Reza, Mitra Esmaeilzadeh Hosseini, Hossein Ahani, and Hemila Hakimelahi. “Introducing an Operational Method to Forecast Long-Term Regional Drought Based on the Application of Artificial Intelligence Capabilities.” Theoretical and Applied Climatology 127, no. 1–2 (September 17, 2015): 361–380. doi:10.1007/s00704-015-1624-6.

Lee, Richie, Meng Qian, and Yongzhao Shao. “On Rotational Robustness of Shapiro-Wilk Type Tests for Multivariate Normality.” Open Journal of Statistics 04, no. 11 (2014): 964–969. doi:10.4236/ojs.2014.411090.

Kim, Yoosun Jamie, and Robert A. Cribbie. “ANOVA and the Variance Homogeneity Assumption: Exploring a Better Gatekeeper.” British Journal of Mathematical and Statistical Psychology 71, no. 1 (June 1, 2017): 1–12. doi:10.1111/bmsp.12103.

McKee, Thomas B., Nolan J. Doesken, and John Kleist. "The relationship of drought frequency and duration to time scales." In Proceedings of the 8th Conference on Applied Climatology 17, no. 22, (1993): 179-183.

Dabanlı, İsmail, Ashok K. Mishra, and Zekai Şen. “Long-Term Spatio-Temporal Drought Variability in Turkey.” Journal of Hydrology 552 (September 2017): 779–792. doi:10.1016/j.jhydrol.2017.07.038.

Deo, Ravinesh C, Ozgur Kisi, and Vijay P Singh. “Drought Forecasting in Eastern Australia Using Multivariate Adaptive Regression Spline, Least Square Support Vector Machine and M5Tree Model.” Atmospheric Research 184 (February 2017): 149–175. doi:10.1016/j.atmosres.2016.10.004.

Morid, Saeid, Vladimir Smakhtin, and Mahnosh Moghaddasi. “Comparison of Seven Meteorological Indices for Drought Monitoring in Iran.” International Journal of Climatology 26, no. 7 (2006): 971–985. doi:10.1002/joc.1264.

Karinki, Ravi Kiran, and Sanat Nalini Sahoo. “Use of Meteorological Data for Identification of Drought.” ISH Journal of Hydraulic Engineering (January 14, 2019): 1–7. doi:10.1080/09715010.2018.1564075.

Yan, Hong, Liguang Sun, Yuhong Wang, Wen Huang, Shican Qiu, and Chengyun Yang. “A Record of the Southern Oscillation Index for the Past 2,000 Years from Precipitation Proxies.” Nature Geoscience 4, no. 9 (August 14, 2011): 611–614. doi:10.1038/ngeo1231.

Rojas, Oscar, Yanyun Li, and Renato Cumani. Understanding the drought impact of El Niño on the global agricultural areas: an assessment using FAO's Agricultural Stress Index (ASI). No. 23. Food and Agriculture Organization of the United Nations (FAO), 2014.

De Silva M., Thushara, and George M. Hornberger. “Identifying El Niño–Southern Oscillation Influences on Rainfall with Classification Models: Implications for Water Resource Management of Sri Lanka.” Hydrology and Earth System Sciences 23, no. 4 (April 9, 2019): 1905–1929. doi:10.5194/hess-23-1905-2019.

Zeng, Qiang, Hua Chen, Chong-Yu Xu, Meng-Xuan Jie, Jie Chen, Sheng-Lian Guo, and Jie Liu. “The Effect of Rain Gauge Density and Distribution on Runoff Simulation Using a Lumped Hydrological Modelling Approach.” Journal of Hydrology 563 (August 2018): 106–122. doi:10.1016/j.jhydrol.2018.05.058.

Hirano, Takashi, Kitso Kusin, Suwido Limin, and Mitsuru Osaki. “Evapotranspiration of Tropical Peat Swamp Forests.” Global Change Biology 21, no. 5 (June 27, 2014): 1914–1927. doi:10.1111/gcb.12653.

Eyshi Rezaei, Ehsan, Azade Mohammadian, Mansoreh Koohi, and Mohammad Bannayan. “Comparative Analysis of Drought Indices for Drought Zone Scheme of Northern Khorasan Province of Iran.” Notulae Scientia Biologicae 3, no. 3 (August 25, 2011): 62–69. doi:10.15835/nsb336170.

Barua S, Ng AW, Perera BJ. "Comparative evaluation of drought indexes: case study on the Yarra River catchment in Australia." Journal of Water Resources Planning and Management 137, no. 2 (Mar 1, 2011): 215-26. 10.1061/(asce)wr.1943-5452.0000105.

Tan, Mou Leong, Vivien P. Chua, Cheng Li, and K. Brindha. “Spatiotemporal Analysis of Hydro-Meteorological Drought in the Johor River Basin, Malaysia.” Theoretical and Applied Climatology 135, no. 3–4 (February 17, 2018): 825–837. doi:10.1007/s00704-018-2409-5.

Zhou, Han, and Yuanbo Liu. “Spatio-Temporal Pattern of Meteorological Droughts and Its Possible Linkage with Climate Variability.” International Journal of Climatology 38, no. 4 (October 16, 2017): 2082–2096. doi:10.1002/joc.5319.

Abdourahamane, Zakari Seybou, and Reşat Acar. “Fuzzy Rule-Based Forecast of Meteorological Drought in Western Niger.” Theoretical and Applied Climatology 135, no. 1–2 (January 12, 2018): 157–168. doi:10.1007/s00704-017-2365-5.

Payab, Ahmad Haseeb, and Umut Türker. “Comparison of Standardized Meteorological Indices for Drought Monitoring at Northern Part of Cyprus.” Environmental Earth Sciences 78, no. 10 (May 2019). doi:10.1007/s12665-019-8309-x.

Quiring, Steven M. “Monitoring Drought: An Evaluation of Meteorological Drought Indices.” Geography Compass 3, no. 1 (January 2009): 64–88. doi:10.1111/j.1749-8198.2008.00207.x.


Full Text: PDF

DOI: 10.28991/cej-2020-03091588

Refbacks

  • There are currently no refbacks.




Copyright (c) 2020 Donny Harisuseno

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
x
Message