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Regional applicability of seven meteorological drought indices in China

Yang, Qing, Li, MingXing, Zheng, ZiYan, and Ma, ZhuGuo, 2017. Regional applicability of seven meteorological drought indices in China. Science China Earth Sciences, 60(4):745–760, doi:10.1007/s11430-016-5133-5.

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@ARTICLE{2017ScChD..60..745Y,
       author = {{Yang}, Qing and {Li}, MingXing and {Zheng}, ZiYan and {Ma}, ZhuGuo},
        title = "{Regional applicability of seven meteorological drought indices in China}",
      journal = {Science China Earth Sciences},
     keywords = {Drought index, Regional applicability, Terrestrial water storage, Soil moisture, Streamflow},
         year = 2017,
        month = apr,
       volume = {60},
       number = {4},
        pages = {745-760},
     abstract = "{The definition of a drought index is the foundation of drought research.
        However, because of the complexity of drought, there is no a
        unified drought index appropriate for different drought types
        and objects at the same time. Therefore, it is crucial to
        determine the regional applicability of various drought indices.
        Using terrestrial water storage obtained from the Gravity
        Recovery And Climate Experiment, and the observed soil moisture
        and streamflow in China, we evaluated the regional applicability
        of seven meteorological drought indices: the Palmer Drought
        Severity Index (PDSI), modified PDSI (PDSI\_CN) based on
        observations in China, self-calibrating PDSI (scPDSI), Surface
        Wetness Index (SWI), Standardized Precipitation Index (SPI),
        Standardized Precipitation Evapotranspiration Index (SPEI), and
        soil moisture simulations conducted using the community land
        model driven by observed atmospheric forcing (CLM3.5/ObsFC). The
        results showed that the scPDSI is most appropriate for China.
        However, it should be noted that the scPDSI reduces the value
        range slightly compared with the PDSI and PDSI\_CN; thus, the
        classification of dry and wet conditions should be adjusted
        accordingly. Some problems might exist when using the PDSI and
        PDSI\_CN in humid and arid areas because of the unsuitability of
        empiricalparameters. The SPI and SPEI are more appropriate for
        humid areas than arid and semiarid areas. This is because
        contributions of temperature variation to drought are neglected
        in the SPI, but overestimated in the SPEI, when potential
        evapotranspiration is estimated by the Thornthwaite method in
        these areas. Consequently, the SPI and SPEI tend to induce
        wetter and drier results, respectively. The CLM3.5/ObsFC is
        suitable for China before 2000, but not for arid and semiarid
        areas after 2000. Consistent with other drought indices, the SWI
        shows similar interannual and decadal change characteristics in
        detecting annual dry/wet variations. Although the long-term
        trends of drought areas in China detected by these seven drought
        indices during 1961{\textendash}2013 are consistent, obvious
        differences exist among the values of drought areas, which might
        be attributable to the definitions of the drought indices in
        addition to climatic change.}",
          doi = {10.1007/s11430-016-5133-5},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2017ScChD..60..745Y},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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