2017
DOI: 10.3390/w9110878
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Drought Evolution Due to Climate Change and Links to Precipitation Intensity in the Haihe River Basin

Abstract: Droughts often have a substantial impact on normal socio-economic activities and agricultural production. The Haihe River Basin, one of the primary food production areas in China, has become increasingly sensitive to alternating droughts and floods, and the sharp transitions between them, due to rapid economic development and population growth combined with climate change. In this study, we employ the self-organizing map (SOM) neural network method to perform a cluster analysis on 43 meteorological stations in… Show more

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Cited by 20 publications
(15 citation statements)
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“…Liu et al . () found an increase in frequency but a decrease in the duration of droughts in the Haihe River basin of China. The results indicate that assessing trends in SPI for different timescales are not enough for understanding the changes in droughts or determining the effect of climate change on the occurrence of droughts.…”
Section: Introductionmentioning
confidence: 99%
“…Liu et al . () found an increase in frequency but a decrease in the duration of droughts in the Haihe River basin of China. The results indicate that assessing trends in SPI for different timescales are not enough for understanding the changes in droughts or determining the effect of climate change on the occurrence of droughts.…”
Section: Introductionmentioning
confidence: 99%
“…It is anticipated that the water scarcity in the BTH region will be further exaggerated owing to climate change and consumption pattern change. Previous literatures indicated that the risk of drought in the BTH region would increase under the impact of climate change 61,62 , and consumption pattern changes accompanied with urbanization, population dynamics, lifestyle changes would further increase water requirement [63][64][65] . As such an inclusion of these two factors will unlikely change our findings in this paper.…”
Section: Discussionmentioning
confidence: 99%
“…en, these average rainfall was used in computing SPI for three climatic zones separately and the resulted SPI was used in frequency calculation. For this frequency calculation, the drought was defined as SPI < 0 [25]. Also, the frequency of occurrence of drought events more or less than 50% was calculated based on the calculated SPI in each station.…”
Section: Drought Frequency Analysismentioning
confidence: 99%