SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes
Meteorological drought monitoring is important for drought early warning and disaster prevention. Regional meteorological drought can be evaluated and analyzed with standardized precipitation index (SPI). Two main processing schemes are frequently adopted: (1) mean of all SPI calculated from precipi...
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doaj-2b0ba3a8be6d431d8ddb2194765030292020-11-24T23:15:36ZengMDPI AGWater2073-44412016-08-018937310.3390/w8090373w8090373SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing SchemesHan Zhou0Yuanbo Liu1Key Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, No. 73 East Beijing Road, Nanjing 210008, ChinaKey Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, No. 73 East Beijing Road, Nanjing 210008, ChinaMeteorological drought monitoring is important for drought early warning and disaster prevention. Regional meteorological drought can be evaluated and analyzed with standardized precipitation index (SPI). Two main processing schemes are frequently adopted: (1) mean of all SPI calculated from precipitation at individual stations (SPI-mean); and (2) SPI calculated from all-station averaged precipitation (precipitation-mean). It yet remains unclear if two processing schemes could make difference in drought assessment, which is of significance to reliable drought monitoring. Taking the Poyang Lake Basin with monthly precipitation recorded by 13 national stations for 1957–2014, this study examined two processing schemes. The precipitation mean and SPI mean were respectively calculated with the Thiessen Polygon weighting approach. Our results showed that the two SPI series individually constructed from two schemes had similar features and monitoring trends of regional meteorological droughts. Both SPI series had a significantly positive correlation (p < 0.005) with the number of precipitation stations. The precipitation-mean scheme reduced the extent of precipitation extremes and made the precipitation data more clustered in some certain, it made less precipitation deviate from the precipitation-mean series farther when less precipitation occurred universally, which would probably change the drought levels. Alternatively, the SPI-mean scheme accurately highlighted the extremes especially for those with wide spatial distribution over the region. Therefore, for regional meteorological drought monitoring, the SPI-mean scheme is recommended for its more suitable assessment of historical droughts.http://www.mdpi.com/2073-4441/8/9/373meteorological droughtprocessing schemeprecipitationstandardized precipitation indexbasin |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Han Zhou Yuanbo Liu |
spellingShingle |
Han Zhou Yuanbo Liu SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes Water meteorological drought processing scheme precipitation standardized precipitation index basin |
author_facet |
Han Zhou Yuanbo Liu |
author_sort |
Han Zhou |
title |
SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes |
title_short |
SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes |
title_full |
SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes |
title_fullStr |
SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes |
title_full_unstemmed |
SPI Based Meteorological Drought Assessment over a Humid Basin: Effects of Processing Schemes |
title_sort |
spi based meteorological drought assessment over a humid basin: effects of processing schemes |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2016-08-01 |
description |
Meteorological drought monitoring is important for drought early warning and disaster prevention. Regional meteorological drought can be evaluated and analyzed with standardized precipitation index (SPI). Two main processing schemes are frequently adopted: (1) mean of all SPI calculated from precipitation at individual stations (SPI-mean); and (2) SPI calculated from all-station averaged precipitation (precipitation-mean). It yet remains unclear if two processing schemes could make difference in drought assessment, which is of significance to reliable drought monitoring. Taking the Poyang Lake Basin with monthly precipitation recorded by 13 national stations for 1957–2014, this study examined two processing schemes. The precipitation mean and SPI mean were respectively calculated with the Thiessen Polygon weighting approach. Our results showed that the two SPI series individually constructed from two schemes had similar features and monitoring trends of regional meteorological droughts. Both SPI series had a significantly positive correlation (p < 0.005) with the number of precipitation stations. The precipitation-mean scheme reduced the extent of precipitation extremes and made the precipitation data more clustered in some certain, it made less precipitation deviate from the precipitation-mean series farther when less precipitation occurred universally, which would probably change the drought levels. Alternatively, the SPI-mean scheme accurately highlighted the extremes especially for those with wide spatial distribution over the region. Therefore, for regional meteorological drought monitoring, the SPI-mean scheme is recommended for its more suitable assessment of historical droughts. |
topic |
meteorological drought processing scheme precipitation standardized precipitation index basin |
url |
http://www.mdpi.com/2073-4441/8/9/373 |
work_keys_str_mv |
AT hanzhou spibasedmeteorologicaldroughtassessmentoverahumidbasineffectsofprocessingschemes AT yuanboliu spibasedmeteorologicaldroughtassessmentoverahumidbasineffectsofprocessingschemes |
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