Drought Analysis Based on Standardized Precipitation Evapotranspiration Index and Standardized Precipitation Index in Sarawak, Malaysia

被引:21
|
作者
Isia, Ismallianto [1 ]
Hadibarata, Tony [1 ]
Jusoh, Muhammad Noor Hazwan [1 ]
Bhattacharjya, Rajib Kumar [2 ]
Shahedan, Noor Fifinatasha [1 ]
Bouaissi, Aissa [3 ]
Fitriyani, Norma Latif [4 ]
Syafrudin, Muhammad [5 ]
机构
[1] Curtin Univ Malaysia, Environm Engn Program, CDT 250, Miri 98009, Sarawak, Malaysia
[2] Indian Inst Technol Guwahati, Dept Civil Engn, Gauhati 781039, Assam, India
[3] Univ Plymouth, United Kingdom Sch Engn, Plymouth PL4 8AA, England
[4] Sejong Univ, Dept Data Sci, Seoul 05006, South Korea
[5] Sejong Univ, Dept Artificial Intelligence, Seoul 05006, South Korea
关键词
Standardized Precipitation Index; Standardized Precipitation Evapotranspiration Index; Sarawak; Malaysia; SPI; SPEI; SPATIOTEMPORAL ANALYSIS; SOCIAL VULNERABILITY; RIVER-BASIN; TRENDS; RAINFALL; SEVERITY; IMPACTS;
D O I
10.3390/su15010734
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Drought analysis via the Standardized Precipitation Index (SPI) and the Standardized Precipitation Evapotranspiration Index (SPEI) is necessary for effective water resource management in Sarawak, Malaysia. Rainfall is the best indicator of a drought, but the temperature is also significant because it controls evaporation and condensation. This study examined drought periods in the state of Sarawak using the SPI and SPEI based on monthly precipitation and temperature data from thirty-three rainfall stations during a forty-year period (1981-2020). This analysis of drought conditions revealed that both the SPI and SPEI were able to detect drought temporal variations with distinct time scales (3, 6, 9, and 12 months). Taking precipitation and evapotranspiration data into account, the SPEI was able to identify more severe-to-extreme drought in the study area over longer time periods and moderate droughts over shorter time periods than the standard drought index. According to Pearson correlation coefficients, a substantial association existed between the SPI and SPEI during hydrological dryness. Based on the results, the temperature is a decisive factor in drought classification, and the SPI should only be used in the absence of temperature data.
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页数:18
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