The spatial-temporal variation of dry and wet periods in Iran based on comparing SPI and RDI indices

被引:11
作者
Khanmohammadi, Neda [1 ]
Rezaie, Hossein [1 ]
Behmanesh, Javad [1 ]
机构
[1] Urmia Univ, Fac Agr, Water Engn Dept, Orumiyeh, Iran
关键词
Drought; Iran; Probability distribution function; RDI index; SPI index; Trend analysis; OF-FIT TESTS; REFERENCE EVAPOTRANSPIRATION; DROUGHT ASSESSMENT; MANN-KENDALL; PRECIPITATION; TRENDS; CLIMATE;
D O I
10.1007/s00477-018-1594-1
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Drought is a natural hazard which can cause harmful effects on water resources. To monitor drought, the use of an indicator and determination of wet and dry period trend seem to have an important role in quantifying the drought analysis. In this paper, in addition to the comparison of Reconnaissance Drought Index (RDI) and Standardized Precipitation Index (SPI), based on the most appropriate probability distribution function, it was tried to examine the trends of dry and wet periods based on the mentioned indices. Accordingly, the meteorological data of 30 synoptic stations in Iran (1960-2014) was used and the trend was analyzed using the Mann-Kendall test by eliminating the effect of any significant autocorrelation coefficients at 95% confidence level (modified Mann-Kendall). Comparing results between the time series of RDI and SPI drought indices based on statistical indicators (RMSE < 0.434, R-2 > 0.819 and T-statistic < 0.419) in all studied stations revealed that the behavior of the two indices was roughly the same and the difference between them was not significant. The trend analysis results of RDI and SPI indices based on modified Mann-Kendall test showed that the variation of dry and wet periods was decreasing in most of the studied stations (five cases were significant). In addition, the results of the trend line slope of dry and wet periods related to the drought indices in the studied area indicated that the slope was negative for SPI and RDI indices in 70% and 50% of stations, respectively.
引用
收藏
页码:2771 / 2785
页数:15
相关论文
共 55 条
  • [1] Non-parametric trend analysis of the aridity index for three large arid and semi-arid basins in Iran
    Ahani, Hossien
    Kherad, Mehrzad
    Kousari, Mohammad Reza
    van Roosmalen, Lieke
    Aryanfar, Ramin
    Hosseini, Seyyed Mashaallah
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 2013, 112 (3-4) : 553 - 564
  • [2] PEARSON-TYPE GOODNESS-OF-FIT TESTS - THE UNIVARIATE CASE
    AKRITAS, MG
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1988, 83 (401) : 222 - 230
  • [3] Allen RG., 1998, Journal of Hydrology, V285, P19
  • [4] [Anonymous], 2011, DESERT
  • [5] [Anonymous], 1975, J. Econ
  • [6] Asadi A., 2013, International Journal of Modern Engineering Research (IJMER), V3, P2407
  • [7] Short-term SPI drought forecasting in the Awash River Basin in Ethiopia using wavelet transforms and machine learning methods
    Belayneh A.
    Adamowski J.
    Khalil B.
    [J]. Sustain. Water Resour. Manag., 1 (87-101): : 87 - 101
  • [8] Edwards D., 1997, Characteristics of 20th century drought in the United States at multiple time scales, P1
  • [9] Trends in reference evapotranspiration and their causative factors in the West Liao River basin, China
    Gao, Zhendong
    He, Junshi
    Dong, Kebao
    Li, Xiang
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2017, 232 : 106 - 117
  • [10] EVALUATION OF THE PRECISION OF STANDARDIZED PRECIPITATION INDEX (SPI) BASED ON YEARS 1954-1995 IN LODZ
    Gasiorek, Edward
    Musial, Elzbieta
    [J]. JOURNAL OF ECOLOGICAL ENGINEERING, 2015, 16 (04): : 49 - 53