2011
DOI: 10.1002/joc.2385
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Multiple drought indices for agricultural drought risk assessment on the Canadian prairies

Abstract: A multi-index drought (MID) model was developed to combine the strengths of various drought indices for agricultural drought risk assessment on the Canadian prairies, as related to spring wheat crop yield. The model automatically selects and combines optimum drought indices derived from the preceding and current months as they become available to better match the conditions (both spatially and temporally) where they work well. The cross-validation results showed that (1) the prediction accuracy of the MID mode… Show more

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Cited by 65 publications
(34 citation statements)
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References 39 publications
(57 reference statements)
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“…However, a single drought index is often inadequate for completely representing complex drought phenomenon (Sun et al 2011). Some studies suggest applying multiple drought indices or integration of drought indices (Steinemann and Cavalcanti 2006;Sun et al 2011). Because there is no complete drought estimation technique, researchers should employ appropriate drought indices that can represent regional hydro-climatic regimes as well as socioeconomic conditions.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…However, a single drought index is often inadequate for completely representing complex drought phenomenon (Sun et al 2011). Some studies suggest applying multiple drought indices or integration of drought indices (Steinemann and Cavalcanti 2006;Sun et al 2011). Because there is no complete drought estimation technique, researchers should employ appropriate drought indices that can represent regional hydro-climatic regimes as well as socioeconomic conditions.…”
Section: Discussionmentioning
confidence: 99%
“…To date, the majority of drought indices have been evaluated for various watersheds (e.g., Shukla and Wood 2008;Vidal et al 2010;Balling and Goodrich 2010). However, a single drought index is often inadequate for completely representing complex drought phenomenon (Sun et al 2011). Some studies suggest applying multiple drought indices or integration of drought indices (Steinemann and Cavalcanti 2006;Sun et al 2011).…”
Section: Discussionmentioning
confidence: 99%
“…Reported yield data were linearly detrended for each county to account for the effects of hybrid and technological improvements (Wu et al 2004, Mavromatis 2007, Sun et al 2012, PotopovĂĄ et al 2015. Annual yield residuals were compared to the countyaverage July 1-month SPEI for each year because drought during the critical pollination period have been shown to exert the largest impact on yield both in field studies (Hiler and Clark 1971, Çakir 2004, Boyer and Westgate 2004, Zipper and Loheide 2014, Zipper et al 2015 and nationwide .…”
Section: Agricultural Datamentioning
confidence: 99%
“…The effect of drought on wheat production is also being accelerated by climate change on the Henan Plain. There-fore, a risk assessment of agricultural drought is essential to improve drought preparedness and reduce the effects of drought on agriculture (Sun 2009). …”
Section: Introductionmentioning
confidence: 99%