Comparative study of innovative trend analysis technique with Mann-Kendall tests for extreme rainfall

被引:41
|
作者
Seenu P.Z. [1 ]
Jayakumar K.V. [1 ]
机构
[1] Department of Civil Engineering, National Institute of Technology, Warangal
关键词
Extreme rainfall; Innovative trend analysis (ITA); Mann-Kendall test (MK1); Modified Mann-Kendall test (MK2); Trend analysis;
D O I
10.1007/s12517-021-06906-w
中图分类号
学科分类号
摘要
Changes in extreme rainfall have significant effects on the hydrological cycle, and the knowledge about these changes is considerable in planning flood mitigation activities and water resources management. Monthly, seasonal and annual maximum rainfall trends were analysed in this study, using the Mann-Kendall (MK1), modified Mann-Kendall(MK2) trend tests and innovative trend analysis (ITA) technique. Rainfall data were collected from the Indian Meteorological Department (IMD) from 1961 to 2018 for Kondaveeti Vagu, where the proposed legislative capital city of Andhra-Pradesh is located. Variations in trends for seasonal and annual maximum rainfall across Kondaveeti Vagu were analysed with MK1 and MK2 tests and compared with the ITA technique. Using the ITA technique, monotonic and non-monotonic trends are identified in data with or without any condition of the serial correlation, size of the dataset and distributions. Results conclude that rainfall trends showed variability from ITA technique to MK tests. For monsoon season, no trend was detected in MK1 and MK2 whereas the ITA technique detected trends. During the post-monsoon season, trends were seen for all grid points using MK1, MK2 and ITA techniques. The result obtained from the ITA technique agreed with the result obtained from MK1 and MK2 tests. It is also observed that the ITA technique detect trend better than the MK tests. © 2021, Saudi Society for Geosciences.
引用
收藏
相关论文
共 50 条
  • [31] Trends analysis of rainfall and rainfall extremes in Sarawak, Malaysia using modified Mann-Kendall test
    Sa'adi, Zulfaqar
    Shahid, Shamsuddin
    Ismail, Tarmizi
    Chung, Eun-Sung
    Wang, Xiao-Jun
    METEOROLOGY AND ATMOSPHERIC PHYSICS, 2019, 131 (03) : 263 - 277
  • [32] Analysis of rainfall by using Mann-Kendall trend, Sen's slope and variability at five districts of south Gujarat, India
    Kumar, Neeraj
    Panchal, C. C.
    Chandrawanshi, S. K.
    Thanki, J. D.
    MAUSAM, 2017, 68 (02): : 205 - 222
  • [33] CARBON MONOXIDE TREND IN THE CITY OF RIO DE JANEIRO VIA MANN-KENDALL AND CUSUM TESTS
    de Gois, Givanildo
    de Oliveira-Junior, Jose Francisco
    Da Silva, Elania Barros
    Motta Maia, Juliana Lucio
    Silva Aleluia, Indira Sueline
    Teodoro, Paulo Eduardo
    BIOSCIENCE JOURNAL, 2017, 33 (05): : 1332 - 1339
  • [34] TREND ANALYSES OF TURKISH EUPHRATES BASIN STREAMFLOW BY INNOVATIVE SEN'S TREND METHOD AND TRADITIONAL MANN-KENDALL TEST
    Tosunoglu, Fatih
    FRESENIUS ENVIRONMENTAL BULLETIN, 2018, 27 (01): : 446 - 458
  • [35] Non-monotonic trend analysis using Mann-Kendall with self-quantiles
    Alashan, Sadik
    THEORETICAL AND APPLIED CLIMATOLOGY, 2024, 155 (02) : 901 - 910
  • [36] Analysis and prediction of rainfall trends over Bangladesh using Mann-Kendall, Spearman's rho tests and ARIMA model
    Rahman, Mohammad Atiqur
    Lou Yunsheng
    Sultana, Nahid
    METEOROLOGY AND ATMOSPHERIC PHYSICS, 2017, 129 (04) : 409 - 424
  • [37] Trend analysis of Humidex as a heat discomfort index using Mann-Kendall and Sen?s slope estimator statistical tests
    Ghalhari, Gholamabbas Fallah
    Dehghan, Somayeh Farhang
    Asghari, Mehdi
    ENVIRONMENTAL HEALTH ENGINEERING AND MANAGEMENT JOURNAL, 2022, 9 (02): : 165 - 176
  • [38] Long-term trend analysis of rainfall using hybrid Discrete Wavelet Transform (DWT) based Mann-Kendall tests in central Gujarat region, India
    Rajani, Nirav, V
    Tiwari, Mukesh K.
    Chinchorkar, S. S.
    Pampaniya, N. K.
    Parmar, Sanjay
    MAUSAM, 2020, 71 (02): : 209 - 224
  • [39] Trend detection in hydrologic data: The Mann-Kendall trend test under the scaling hypothesis
    Hamed, Khaled H.
    JOURNAL OF HYDROLOGY, 2008, 349 (3-4) : 350 - 363
  • [40] Seasonally adjusted periodic time series for Mann-Kendall trend test
    Guclu, Yavuz Selim
    Acar, Ramazan
    Saplioglu, Kemal
    PHYSICS AND CHEMISTRY OF THE EARTH, 2025, 138