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Spatio-Temporal Analysis of Drought in the North-Eastern Coastal Region of Vietnam Using the Standardized Precipitation Index (SPI)
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作者 Nguyen Van Tuan Nguyen Van Hieu +5 位作者 Nguyen Khac Bang Pham Hoang Hai Nguyen Khanh Van Le Vinh Ha Tran Thi Hoa Lê Trọng Hiếu 《Atmospheric and Climate Sciences》 CAS 2023年第2期175-200,共26页
Spatio-temporal analysis of drought provides valuable information for drought management and damage mitigation. In this study, the Standardized Precipitation Index at the time scale of 6 months (SPI-6) is selected to ... Spatio-temporal analysis of drought provides valuable information for drought management and damage mitigation. In this study, the Standardized Precipitation Index at the time scale of 6 months (SPI-6) is selected to reflect drought conditions in the North-Eastern coastal region of Vietnam. The drought events and their characteristics from 1981 to 2019 are detected at 9 meteorological stations and 10 Chirps rainfall stations. The spatio-temporal variation of drought in the study region is analyzed on the basis of the number, duration, severity, intensity, and peak of the detected drought events at the 19 stations. The results show that from 1981 to 2019 the drought events mainly occurred with 1-season duration and moderate intensity and peak. The number, duration, severity, and peak of the drought events were the greatest in the period 2001-2010 and were the smallest in the period 2011-2019. Among the 19 stations, the drought duration tends to decrease at 11 stations, increase at 7 stations, and has a slight variant at 1 station;the drought severity tends to decrease at 14 stations, increase at 4 stations, and has not a significant trend at 1 station;the drought intensity tends to decrease at 17 stations, increase at 1 station, and has a slight variant at 1 station;and the drought peak tends to decrease at 18 stations and increase at 1 station. 展开更多
关键词 Spatio-Temporal analysis of Drought standardized precipitation index (spi) Drought Characteristics
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Drought trend analysis in a semi-arid area of Iraq based on Normalized Difference Vegetation Index, Normalized Difference Water Index and Standardized Precipitation Index 被引量:1
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作者 Ayad M F AL-QURAISHI Heman A GAZNAYEE Mattia CRESPI 《Journal of Arid Land》 SCIE CSCD 2021年第4期413-430,共18页
Drought was a severe recurring phenomenon in Iraq over the past two decades due to climate change despite the fact that Iraq has been one of the most water-rich countries in the Middle East in the past.The Iraqi Kurdi... Drought was a severe recurring phenomenon in Iraq over the past two decades due to climate change despite the fact that Iraq has been one of the most water-rich countries in the Middle East in the past.The Iraqi Kurdistan Region(IKR)is located in the north of Iraq,which has also suffered from extreme drought.In this study,the drought severity status in Sulaimaniyah Province,one of four provinces of the IKR,was investigated for the years from 1998 to 2017.Thus,Landsat time series dataset,including 40 images,were downloaded and used in this study.The Normalized Difference Vegetation Index(NDVI)and the Normalized Difference Water Index(NDWI)were utilized as spectral-based drought indices and the Standardized Precipitation Index(SPI)was employed as a meteorological-based drought index,to assess the drought severity and analyse the changes of vegetative cover and water bodies.The study area experienced precipitation deficiency and severe drought in 1999,2000,2008,2009,and 2012.Study findings also revealed a drop in the vegetative cover by 33.3%in the year 2000.Furthermore,the most significant shrinkage in water bodies was observed in the Lake Darbandikhan(LDK),which lost 40.5%of its total surface area in 2009.The statistical analyses revealed that precipitation was significantly positively correlated with the SPI and the surface area of the LDK(correlation coefficients of 0.92 and 0.72,respectively).The relationship between SPI and NDVI-based vegetation cover was positive but not significant.Low precipitation did not always correspond to vegetative drought;the delay of the effect of precipitation on NDVI was one year. 展开更多
关键词 climate change DROUGHT Normalized Difference Vegetation index(NDVI) Normalized Difference Water index(NDWI) standardized precipitation index(spi) delay effect
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Characteristics of Dry and Wet Climate in Shandong Province Based on Standardized Precipitation Index
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作者 Ningxin ZHANG Fengling ZENG Fang LI 《Meteorological and Environmental Research》 2024年第3期6-15,共10页
Based on the monthly precipitation data of 116 meteorological stations in Shandong Province during 1970-2021,standardized precipitation index(SPI)was calculated,and the methods of linear fitting,mutation test and Morl... Based on the monthly precipitation data of 116 meteorological stations in Shandong Province during 1970-2021,standardized precipitation index(SPI)was calculated,and the methods of linear fitting,mutation test and Morlet wavelet analysis were used to analyze the change trend and temporal and spatial distribution characteristics of SPI index in the past 52 years.The results show that there were more normal years in Shandong Province,and the frequency reached 38.46%.There was severe drought in the 1980s and more wet years after 2003.SPI index showed an upward trend in spring,summer and winter but a weak arid trend in autumn.In addition,intense dry weather was more frequent in summer.Spatially,the climate was normal or humid in most areas of Shandong Province.The regions with more wet years were located in the central and northeast Shandong and the peninsula,while the climate was normal in the southwest and north of Shandong.The areas with more dry years were mainly located in the northwest of Shandong Province.There was mainly local and global drought in Shandong Province,and the arid area showed a decreasing trend.In the past 52 years,Shandong Province experienced quasi-4 times of alternation between dry and wet climate.The long period of 21 a was the first main period,and the climate would be still wet in Shandong Province in the future.In terms of mutation,the climate in Shandong Province became humid after 2003,and 2003 was the mutation point.After the abrupt change,the climate changed from gradually drying to wetting. 展开更多
关键词 standardized precipitation index Shandong Province Dry and wet climate characteristics Trend analysis
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Drought and flood characteristics in the farmingpastoral ecotone of northern China based on the Standardized Precipitation Index 被引量:1
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作者 CAO Huicong YAN Dandan JU Yuelin 《Journal of Arid Land》 SCIE CSCD 2021年第12期1244-1259,共16页
The farming-pastoral ecotone of northern China(FPENC)provides an important ecological barrier which restrains the invasion of desert into Northwest China.Studying drought and flood characteristics in the FPENC can pro... The farming-pastoral ecotone of northern China(FPENC)provides an important ecological barrier which restrains the invasion of desert into Northwest China.Studying drought and flood characteristics in the FPENC can provide scientific support and practical basis for the protection of the FPENC.Based on monthly precipitation data from 115 meteorological stations,we determined the changes in climate and the temporal and spatial variations of drought and flood occurrence in the FPENC during 1960-2020 using the Standardized Precipitation Index(SPI),Morlet wavelet transform,and inverse distance weighted interpolation method.Annual precipitation in the FPENC showed a slightly increasing trend from 1960 to 2020,with an increasing rate of about 1.15 mm/a.The interannual SPI exhibited obvious fluctuations,showing an overall non-significant upward trend(increasing rate of 0.02/a).Therefore,the study area showed a wetting trend in recent years.Drought and flood disasters mainly occurred on an interannual change cycle of 2-6 and 9-17 a,respectively.In the future,a tendency towards drought can be expected in the FPENC.The temporal and spatial distribution of drought and flood differed in the northwestern,northern,and northeastern segments of the FPENC,and most of the drought and flood disasters occurred in local areas.Severe and extreme drought disasters were concentrated in the northwestern and northeastern segments,and severe and extreme flood disasters were mainly in the northeastern segment.Drought was most frequent in the northwestern segment,the central part of the northeastern segment,and the northern part of the northern segment.Flood was most frequent in the western part of the northwestern segment,the eastern part of the northeastern segment,and the eastern and western parts of the northern segment.The accurate evaluation of the degrees of drought and flood disasters in the FPENC will provide scientific basis for the regional climate study and critical information on which to base decisions regarding environmental protection and socio-economic development in this region. 展开更多
关键词 farming-pastoral ecotone of northern China(FPENC) standardized precipitation index(spi) DROUGHT FLOOD Morlet wavelet transform
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Meteorological Drought Detection and Forecast Using Standardized Precipitation Index and Univariate Distribution Models: Case Study of Bamako, Mali
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作者 Alikalifa Sanogo Prince Appiah Owusu +3 位作者 Roland Songotu Kabange Bakary Issa Djire Racheal Fosu Donkoh Nasser Dia 《Journal of Geoscience and Environment Protection》 2023年第7期30-55,共26页
As an extended period of unusually dry weather conditions without sufficient rain, drought poses enormous risk on societies. Characterized by the absence of precipitation for long periods of time, often resulting in w... As an extended period of unusually dry weather conditions without sufficient rain, drought poses enormous risk on societies. Characterized by the absence of precipitation for long periods of time, often resulting in water scarcity, droughts are increasingly posing significant environmental challenges. Drought is therefore considered an important element in the management of water resources, especially groundwater resources during drought. This study therefore sought to investigate the rainfall variability and the frequency of drought for the period 1991 to 2020 in Bamako based on monthly rainfall data from Bamako-Senou gauge station. The standardized precipitation index (SPI) for 12-month, 6-month and 3-month timescales and the SPI for annual totals were used to characterized drought in the study area (Bamako). Univariate parametric probability distributions such as Normal, Log-normal, Gumbel type I and Pearson type III (P3) distributions were fitted with drought variables (severity and duration) for future planning and management. Non-parametric test such as Mann-Kendall trend test was also used to detect trend in annual rainfall data. The results showed that based on 12-month SPI, Bamako experienced two (02) extreme droughts one in July 2002 (SPI = -2.2165) and another in June 2015 (SPI = -2.0598 QUOTE SPI=-2.0598 ). Drought years represented 46.67% for the overall periods according to the SPI for annual totals. The result further indicated that based on the goodness of fit test, the P3 distribution represents the best fitted distribution to both drought severity and duration over Bamako. Bamako is expected to experience several severe severities with higher and shorter duration in the future. Severities with 1, 2, 6, and 10-month duration had return periods ranged from 2.4 to 3.8 years, while 5, 10, 20, 25, 50, and 100-year return periods had 18.51, 26.08, 33.25, 35.50, 42.38, and 49.14 severities, respectively, and durations associated to these severities were 19.8, 26.9, 33.5, 35.6, 42, and 48.2 months, respectively. 展开更多
关键词 standardized precipitation index (spi) Rainfall Variability Univariate Proba-bility Distribution DROUGHT BAMAKO
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Effects of temperature and precipitation on drought trends in Xinjiang, China
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作者 YANG Jianhua LI Yaqian +3 位作者 ZHOU Lei ZHANG Zhenqing ZHOU Hongkui WU Jianjun 《Journal of Arid Land》 SCIE CSCD 2024年第8期1098-1117,共20页
The characteristics of drought in Xinjiang Uygur Autonomous Region(Xinjiang),China have changed due to changes in the spatiotemporal patterns of temperature and precipitation,however,the effects of temperature and pre... The characteristics of drought in Xinjiang Uygur Autonomous Region(Xinjiang),China have changed due to changes in the spatiotemporal patterns of temperature and precipitation,however,the effects of temperature and precipitation—the two most important factors influencing drought—have not yet been thoroughly explored in this region.In this study,we first calculated the standard precipitation evapotranspiration index(SPEI)in Xinjiang from 1980 to 2020 based on the monthly precipitation and monthly average temperature.Then the spatiotemporal characteristics of temperature,precipitation,and drought in Xinjiang from 1980 to 2020 were analyzed using the Theil-Sen median trend analysis method and Mann-Kendall test.A series of SPEI-based scenario-setting experiments by combining the observed and detrended climatic factors were utilized to quantify the effects of individual climatic factor(i.e.,temperature and precipitation).The results revealed that both temperature and precipitation had experienced increasing trends at most meteorological stations in Xinjiang from 1980 to 2020,especially the spring temperature and winter precipitation.Due to the influence of temperature,trends of intensifying drought have been observed at spring,summer,autumn,and annual scales.In addition,the drought trends in southern Xinjiang were more notable than those in northern Xinjiang.From 1980 to 2020,temperature trends exacerbated drought trends,but precipitation trends alleviated drought trends in Xinjiang.Most meteorological stations in Xinjiang exhibited temperature-dominated drought trend except in winter;in winter,most stations exhibited precipitation-dominated wetting trend.The findings of this study highlight the importance of the impact of temperature on drought in Xinjiang and deepen the understanding of the factors influencing drought. 展开更多
关键词 standardized precipitation evapotranspiration index(SPEI) climate change drought characteristics trend analysis arid area temperature trend contribution analysis
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Drought analysis using multi-scale standardized precipitation index in the Han River Basin,China 被引量:1
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作者 Yue-ping XU Sheng-ji LIN +2 位作者 Yan HUANG Qin-qing ZHANG Qi-hua RAN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2011年第6期483-494,共12页
Regional drought analysis provides useful information for sustainable water resources management.In this paper,a standardized precipitation index(SPI) at multiple time scales was used to investigate the spatial patter... Regional drought analysis provides useful information for sustainable water resources management.In this paper,a standardized precipitation index(SPI) at multiple time scales was used to investigate the spatial patterns and trends of drought in the Han River Basin,one of the largest tributaries of Yangtze River,China.It was found that,in terms of drought severity,the upper basin of the Han River is the least,while the growing trend is the most conspicuous;a less conspicuous growing trend can be observed in the middle basin;and there is an insignificant decreasing trend in the lower basin.Meanwhile,the impact of drought on the Middle Route of the South-to-North Water Transfer Project was investigated,and it is suggested that water intake must be reduced in times of drought,particularly when successive or simultaneous droughts in the upper and middle basins of the Han River Basin occur.The results can provide substantial information for future water allocation schemes of the South-to-North Water Transfer Project. 展开更多
关键词 Multi-scale standardized precipitation index(spi) South-to-North Water Transfer Project Spatial patterns Mann-Kendal Han River Basin
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中国1961-2010年气象干旱的时空规律——基于SPEI和Intensity analysis方法的研究 被引量:16
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作者 栗健 岳耀杰 +1 位作者 潘红梅 叶信岳 《灾害学》 CSCD 北大核心 2014年第4期176-182,共7页
利用中国752个气象站降水、气温资料,选择标准化降水蒸散发指数SPEI为干旱指标,采用Intensity analysis方法,从时间间隔、干旱等级变化和转换三个层面分析了1961-2010年中国气象干旱变化规律。结果表明:1961-2010年中国气象干旱的变化... 利用中国752个气象站降水、气温资料,选择标准化降水蒸散发指数SPEI为干旱指标,采用Intensity analysis方法,从时间间隔、干旱等级变化和转换三个层面分析了1961-2010年中国气象干旱变化规律。结果表明:1961-2010年中国气象干旱的变化速率趋于上升,总变化面积由60%上升至80%以上,1980-1990年代、1990年代至21世纪初两个时间段的年平均变化相对于整个时间段较快。1960-1980年代干旱变化较为平缓,1960-1970年代干旱等级的转换主要以中等以下的干旱等级之间的转换为主导;1970-1980年代以无干旱与轻微、中等和严重干旱等级之间的相互转换为主导。1980年代至21世纪初干旱有加重的趋势,1980-1990年代以无干旱向极端干旱的转换为主导;1990年代至21世纪初中等以下的干旱向严重和极端干旱的转变成为了主导,而严重干旱则以向极端干旱转换为主导,极端干旱以向中等干旱转换为主导。 展开更多
关键词 SPEI INTENSITY analysis 气象干旱 时空规律 中国
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基于标准化降水指数(SPI)的宁夏中部干旱带旱灾危险性时空演变特征 被引量:7
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作者 丛士翔 王融融 +2 位作者 常文静 余海龙 黄菊莹 《水土保持研究》 CSCD 北大核心 2024年第4期223-232,共10页
[目的]揭示宁夏中部干旱带旱灾危险性的时空特征,为宁夏中部干旱带农业生产、农业灾害防治、种植结构调整和农业灌溉指导提供科学依据。[方法]收集宁夏中部干旱带的沙坡头区、中宁县、同心县、盐池县、海原县5个气象站点的气象观测资料... [目的]揭示宁夏中部干旱带旱灾危险性的时空特征,为宁夏中部干旱带农业生产、农业灾害防治、种植结构调整和农业灌溉指导提供科学依据。[方法]收集宁夏中部干旱带的沙坡头区、中宁县、同心县、盐池县、海原县5个气象站点的气象观测资料,采用标准化降水指数(SPI)分析了近39年(1981—2019年)干旱等级的时空变化,并结合GIS技术评价其旱灾危险性时空演变特征。[结果]SPI 12结果表明代际干旱趋势呈波动中加剧趋势(趋势线斜率范围为-0.004~0.003)。SPI 3结果表明季尺度旱灾危险性时空分布异质性明显,空间上呈现出南低北高的特征,而时间上则表现为连旱特征突出。春冬两季旱灾发生频率高于45%;夏、秋两季干旱现象不显著,干旱发生频率处于10.26%~43.59%之间;旱灾危险性时空演变特征评价结果表明代际旱灾危险性呈现先下降后上升的变化趋势。季尺度旱灾危险性时空差异明显,空间上表现为旱灾危险性由南向北升高,时间上表现为春冬两季旱灾危险性较高,而夏、秋两季旱灾危险性较低。[结论]宁夏中部干旱带季尺度旱灾危险性时空异质性明显,沙坡头区、中宁县旱灾危险性高,未来应加强春、秋、冬三季的旱灾防治。 展开更多
关键词 旱灾 标准化降水指数(spi) 宁夏中部干旱带 时空演变特征
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Analysis of spatio-temporal evolution of droughts in Luanhe River Basin using different drought indices 被引量:4
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作者 Kai-yan Wang Qiong-fang Li +3 位作者 Yong Yang Ming Zeng Peng-cheng Li Jie-xiang Zhang 《Water Science and Engineering》 EI CAS CSCD 2015年第4期282-290,共9页
Based on the monthly precipitation and air temperature from 1960 to 1989 in the Luanhe River Basin, the standardized precipitation evapotranspiration index (SPEI) and standardized precipitation index (SPI) at thre... Based on the monthly precipitation and air temperature from 1960 to 1989 in the Luanhe River Basin, the standardized precipitation evapotranspiration index (SPEI) and standardized precipitation index (SPI) at three- and six-month time scales and the self-calibrating Palmer drought severity index (sc-PDSI) were calculated to evaluate droughts in the study area. Temporal variations of the drought severity from 1960 to 1989 were analyzed and compared based on the results of different drought indices, and some typical drought events were identified. Spatial distributions of the drought severity according to the indices were also plotted and investigated. The results reveal the following: the performances of different drought indices are closely associated with the drought duration and the dominant factors of droughts; the SPEI is more accurate than the SPI when both evaporation and precipitation play important roles in drought events; the drought severity shown by the sc-PDSI is generally milder than the actual drought severity from 1960 to 1989; and the evolution of the droughts is usually delayed according to the scPDSI. This study provides valuable references for building drought early warning and mitigation systems in the Luanhe River Basin. 展开更多
关键词 Drought index Drought assessment Self-calibrating Palmer drought severity index (sc-PDSI) standardized precipitation evapotranspiration index(SPEI) standardized precipitation index (spi Luanhe River Basin
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Trend Analysis of Drought in the Guinea and Sudano-Sahelian Climatic Zones of Northern Nigeria (1907-2006) 被引量:2
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作者 Temidayo O. Omonijo Emmanuel C. Okogbue 《Atmospheric and Climate Sciences》 2014年第4期483-507,共25页
A quantitative assessment of drought characteristics and their associated variability in the Northern Nigeria was carried out. Monthly rainfall data for all the selected locations which span a period of 100 years (190... A quantitative assessment of drought characteristics and their associated variability in the Northern Nigeria was carried out. Monthly rainfall data for all the selected locations which span a period of 100 years (1907-2006) collected from the Climate Research Unit (CRU) database were used. The resolution of the data is 0.5 × 0.5 degrees in longitude and latitude. The long-term rainfall records were analyzed for drought using standardized precipitation index (SPI). The 100 years of Study was subdivided into 10 decades. Using Ilwis GIS software, the SPI results were presented on a spatial digitized map of northern Nigeria. This was done using the coordinates got from the Nigerian Meteorological Agency, Lagos Nigeria. The results of SPI analysis revealed that there were several drought years in the study period. Analysis further revealed that decade 7 to decade 9 (i.e. 1967-1976, 1977-1986, 1987-1996) witnessed persistent drought in the northern Nigeria. These were classified into mild, moderate, severe and extreme drought conditions. Near normal dry or mild drought was predominant in the 100 years of study. Mild drought has the highest number of occurrence in the northern Nigeria. A closer examination shows that north eastern part of Nigeria is susceptible to moderate drought. SPI analysis for 1, 3, 6 and 12 months was carried out. According to the Nigerian Meteorological Agency Classification, 1 month represents meteorological drought, 3 months represents agricultural drought, 6 months represents hydrological drought and 12 months represents socio-economic drought. The SPI analysis revealed distinct period of negative and positive values in which negative values indicate occurrence of drought and positive values imply there is no drought. This study has provided useful information and pro-active intervention to reduce the impact of drought which will be helpful to effectively plan rain-fed agriculture in northern Nigeria. 展开更多
关键词 DROUGHT NORTHERN NIGERIA standardized precipitation index (spi)
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Analysis of Extreme Rainfall Events (Drought and Flood) over Tordzie Watershed in the Volta Region of Ghana 被引量:1
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作者 Mexoese Nyatuame Sampson Agodzo 《Journal of Geoscience and Environment Protection》 2017年第9期275-295,共21页
In regional water resources management and disaster preparedness, the analysis of extreme rainfall events is essential. The need to investigate drought and flood conditions is now heightened within the context of clim... In regional water resources management and disaster preparedness, the analysis of extreme rainfall events is essential. The need to investigate drought and flood conditions is now heightened within the context of climate change and variability. The Standardised Precipitation Index (SPI) was employed to assess the extreme rainfall event on Tordzie watershed using precipitation data from 1984-2014. The SPI on the time scale of 3, 6, 9 and 12 months were determined using “DrinC” software. The drought was characterised into magnitude, duration, intensity, frequency, commencement and termination at the time scales of SPI-3, SPI-6, SPI-9 and SPI-12. Results indicated that the middle reaches (Kpetoe) of the watershed experienced less severe drought condition compared to the lower reaches (Tordzinu). Mann-Kendall (MK) test and Sen’s slope (SS) revealed general increasing drought trend but insignificant at 95% confidence interval. The SS indicated change in magnitude of 0.016 mm/year, 0.012 mm/year, 0.026 mm/year and 0.016 mm/year respectively at the mentioned time scales at 95% confidence interval at the Tordzinu and that of Kpetoe were 0.006 mm/year, 0.009 mm/year, 0.014 mm/year and 0.003 mm/year. These changes could have implication for agriculture and water resources management and engender food insecurity among smallholder farmers. 展开更多
关键词 Extreme RAINFALL Characteristics standardised precipitation index (spi) TREND analysis Tordzie WATERSHED Volta REGION Ghana
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基于SPI的1961—2020年昌吉地区作物生长季气象干旱时空特征研究 被引量:5
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作者 阿帕尔·肉孜 阿吉古丽·沙依提 +1 位作者 叶尔克江·霍依哈孜 黄秋霞 《沙漠与绿洲气象》 2024年第2期163-168,共6页
基于昌吉地区1961—2020年的气象资料分析作物生长季标准化降水指数(SPI-7)的年际和年代际变化特征,揭示作物生长季干旱发生频率和强度。结果表明:1961—2020年昌吉地区作物生长季水分呈增加趋势,标准化降水指数以0.08/10 a的速率增加... 基于昌吉地区1961—2020年的气象资料分析作物生长季标准化降水指数(SPI-7)的年际和年代际变化特征,揭示作物生长季干旱发生频率和强度。结果表明:1961—2020年昌吉地区作物生长季水分呈增加趋势,标准化降水指数以0.08/10 a的速率增加。气象干旱呈干—湿—干的年代际变化趋势,其中在1981年发生突变。干旱强度呈增加趋势,干旱发生面积呈弱减少趋势。东部地区是干旱高发区,但以轻旱为主;西部地区则是中旱、重旱和特旱高发区。昌吉地区的气象干旱存在6、9、16 a的周期震荡,与历史灾情具有很好的吻合性。 展开更多
关键词 作物生长季 气象干旱 标准化降水指数(spi) 干旱强度 干旱频率
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基于SPI的福建省干湿特征与ENSO的关联性分析
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作者 童逸冰 谢芸晖 +1 位作者 寇荷 刘梅冰 《亚热带资源与环境学报》 2024年第3期39-48,共10页
根据福建省17个气象站点1970—2019年的逐月降水数据,计算了不同时间尺度的标准化降水指数(Standardized Precipitation Index,SPI),并利用Mann-Kenddall检验、相关性分析等方法,分析了福建省干湿时空变化特征,及其与El Ni1o-Southern O... 根据福建省17个气象站点1970—2019年的逐月降水数据,计算了不同时间尺度的标准化降水指数(Standardized Precipitation Index,SPI),并利用Mann-Kenddall检验、相关性分析等方法,分析了福建省干湿时空变化特征,及其与El Ni1o-Southern Oscillation(ENSO)事件的关联性。结果表明:近50年来,福建省以正常为主,轻旱与轻湿次之,发生频次最少的是特旱与特湿。年尺度上,福建省整体呈湿润化趋势,但季节变化差异较大,其中,春季呈明显的干旱趋势,夏季呈较为明显的湿润趋势,秋、冬季变化趋势不显著。福建省沿海及闽北山区易出现旱涝极值,中间地带干湿分布以轻级、中级和正常为主。ENSO事件的强度与SPI的变化呈正相关,ENSO冷暖事件对降水的影响具有滞后性,ENSO冷事件对福建省SPI影响的滞后时间为5个月,ENSO暖事件的滞后时间为0~5个月。 展开更多
关键词 标准化降水指数(spi) ENSO事件 干湿特征 福建省
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1961-2009年西北地区基于SPI指数的干旱时空变化特征 被引量:38
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作者 任余龙 石彦军 +4 位作者 王劲松 李忆平 朱拥军 杨子和 韦伯龙 《冰川冻土》 CSCD 北大核心 2013年第4期938-948,共11页
利用西北五省区137个测站的1961-2009年逐月降水量资料计算标准化降水指数(SPI),统计了逐月、春末夏初、初夏、夏季及秋季的干旱、重旱、特旱的频率及面积率,分析其时空变化特征.结果表明:新疆北部、青海的中部及甘肃河西是西北地区干... 利用西北五省区137个测站的1961-2009年逐月降水量资料计算标准化降水指数(SPI),统计了逐月、春末夏初、初夏、夏季及秋季的干旱、重旱、特旱的频率及面积率,分析其时空变化特征.结果表明:新疆北部、青海的中部及甘肃河西是西北地区干旱频率较高的区域,干旱频率在15个月以上,新疆南部除个别月份干旱发生频率较高外,总体干旱发生频率较低;干旱发生区域随月份有由南到北、由西向东变化的趋势;除新疆、青海、及甘肃个别区域重旱频率超过5月外,其他区域基本上都在5月以下;新疆南部重旱频率仍然较低;夏季发生范围高于其他季节;新疆北部、甘肃河西是特旱的高发区.不同等级的月及季节干旱面积率其逐年变化具有相似的特征,西北干旱面积率的变化总体上可以分为3个阶段:1961-1980年干旱面积率比较高,平均在35%左右;1981-1990年为转折期,干旱面积率下降到15%左右;而1991-2009年为稳定期,干旱面积率变化不大.全球气候变暖导致西北地区降水量、冰川融水量、河川径流量增加和湖泊水位上升、面积扩大,是1987年以来干旱面积率下降的原因. 展开更多
关键词 spi 西北地区 时空特征
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基于SPI的近41年(1965-2005)河北省旱涝时空特征分析 被引量:92
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作者 车少静 李春强 申双和 《中国农业气象》 CSCD 2010年第1期137-143,150,共8页
河北省是旱涝频发地区之一。本文基于1965-2005年河北省84个气象站的逐月降水数据,采用标准化降水指数(SPI)、正交经验分解函数和旋转正交经验分解函数等方法,分析了近41a河北省旱涝时空变化分布特征。结果表明:河北省旱涝总体上呈阶段... 河北省是旱涝频发地区之一。本文基于1965-2005年河北省84个气象站的逐月降水数据,采用标准化降水指数(SPI)、正交经验分解函数和旋转正交经验分解函数等方法,分析了近41a河北省旱涝时空变化分布特征。结果表明:河北省旱涝总体上呈阶段性变化特征,1965-1972年和1997-2005年干旱比较频繁,1973-1996年干旱频率较低;20世纪70年代和90年代前中期为雨涝比较频繁阶段。春秋季干旱呈减轻趋势,夏季干旱呈加剧趋势(不显著),冬季旱涝变化趋势不明显,但90年代以来河北省极端季节旱涝事件比较频繁。在空间上,河北省旱涝分布可分为东部、北部、南部和西部四个不同的区域,四个区域的旱涝总体上具有相对一致的大趋势,但在某些时段也表现出一定的南北差异和东西差异。河北省全省20世纪90年代后期旱涝变率最大,70年代前期和末期变率也较大,80年代变率最小;四个区域总体上表现出与全省大致相同的趋势,只是2000年以后南部地区旱涝变率持续较高。 展开更多
关键词 标准化降水指数(spi) 旱涝 时空特征 河北省
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基于SPI指数的近50年重庆地区干旱时空分布特征 被引量:20
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作者 孙德亮 吴建峰 +1 位作者 李威 曹广杰 《水土保持通报》 CSCD 2016年第4期197-203,共7页
[目的] 揭示重庆地区年和季度干旱发生的频率和强度的演变特征,为该区应对干旱灾害,制定针对性减灾措施提供科学依据和参考。[方法] 基于重庆地区34个气象观测站1964-2011年逐月降水数据,采用标准化降水指数(SPI)干旱指标方法进行... [目的] 揭示重庆地区年和季度干旱发生的频率和强度的演变特征,为该区应对干旱灾害,制定针对性减灾措施提供科学依据和参考。[方法] 基于重庆地区34个气象观测站1964-2011年逐月降水数据,采用标准化降水指数(SPI)干旱指标方法进行研究。[结果] 干旱强度频率方面,重庆地区干旱发生的频率具有较明显的区域性和季节性;其中年、春、夏和冬季干旱发生频率相差不大,在25.9%~35.1%范围,秋季的发生频率范围幅度较大,介于16.7%~40.0%之间。干旱强度方面,在年和季节尺度上整体呈现一定的增加趋势,其中秋季和年度相对趋势更明显,近50 a研究区年度和四季主要以轻旱和中旱为主,整体上夏季和秋季干旱强度比另外两个季度和年度表现更强一些。[结论] 标准化降水指数(SPI)适用于重庆地区,可以作为气候变化的监测指标;重庆地区干旱发生的频率具有较明显的区域性和季节性。 展开更多
关键词 干旱 标准化降水指数(spi) 重庆地区
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基于SPI干旱指数的海口市干旱变化特征研究 被引量:7
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作者 孙秋慧 徐国宾 +1 位作者 马超 陈亮 《南水北调与水利科技》 CSCD 北大核心 2018年第4期58-65,81,共9页
根据海口市8个雨量站1970-2012年的逐日降雨资料,采用降雨平均和SPI(标准化降水指数)平均两种不同的SPI处理方案计算了三个时间尺度(3、6、12个月)的SPI值。将两种处理方案在不同时间尺度上计算所得的干旱情况与实际干旱情况做了比较,... 根据海口市8个雨量站1970-2012年的逐日降雨资料,采用降雨平均和SPI(标准化降水指数)平均两种不同的SPI处理方案计算了三个时间尺度(3、6、12个月)的SPI值。将两种处理方案在不同时间尺度上计算所得的干旱情况与实际干旱情况做了比较,选择适用于海口市干旱评估的处理方案,应用Mann-Kendall检验,Morlet小波分析方法分析了海口市1970-2012年间各季节的干旱变化趋势和年干旱变化周期。结果显示:降雨平均方案更适用于评估海口市的干旱情况;海口市不同程度的干旱发生频率高达56%,多发生在春、秋两季,频率分别为51%和41%,秋季特旱发生频率为14%;海口市整体干旱有加重趋势且秋季加重趋势明显;海口市干旱具有13a左右的第一主周期,4a和22a的第二、三周期。研究结果可为海口市干旱评估和预报以及制定抗旱减灾措施提供参考。 展开更多
关键词 spi(标准化降水指数) 干旱特征 MANN-KENDALL检验 小波分析 海口市
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基于站点降雨量最优拟合函数的SPI指数计算 被引量:11
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作者 吴绍飞 张翔 +2 位作者 王俊钗 刘建峰 潘国艳 《干旱区地理》 CSCD 北大核心 2016年第3期555-564,共10页
标准化降水指数(SPI)能较好地反映不同时间尺度和区域的旱涝状况,时空适应性较强,成为科学研究和实际应用最广泛的描述多时间尺度的气象干旱指标,采用不同的概率分布函数拟合降雨量系列,将会得到不同的SPI值。利用淮河流域30个气象站... 标准化降水指数(SPI)能较好地反映不同时间尺度和区域的旱涝状况,时空适应性较强,成为科学研究和实际应用最广泛的描述多时间尺度的气象干旱指标,采用不同的概率分布函数拟合降雨量系列,将会得到不同的SPI值。利用淮河流域30个气象站点1951-2013年间约60 a的逐月降雨资料,分别采用7种不同分布函数(Gamma分布、皮尔逊III型分布、正态分布、对数正态分布、广义Pareto分布、广义Logistic分布和Weibull分布)对各站点不同时间尺度(1、3、6、12和24 mon)各月份降雨系列进行拟合,以K-S方法检验了各分布函数的拟合效果,并以均方根误差(RMSE)最小为准则选取的站点各月份最优分布函数OPT作为参考,分析比较上述7种分布函数模拟的不同时间尺度下的SPI时间序列。结果表明:在各不同时间尺度上,采用皮尔逊III型分布作为计算SPI指数的分布函数误差最小,其模拟的SPI值各站点总偏差平均值均在5%以下,Weibull分布和对数正态分布计算得到的SPI时间系列结果次之,它们模拟的SPI值各站点总偏差平均值介于5%-10%之间;当前我国气象部门统一采用的Gamma分布函数,并非计算SPI指数的最佳选择,各不同时间尺度下,采用Gamma分布计算的SPI值各站点总偏差平均值均在10%左右。其他函数,如正态分布、广义Pareto分布和广义Logistic分布,其误差介于10%-30%之间,均超过采用Gamma分布计算的结果。 展开更多
关键词 气象干旱 干旱指标 标准化降水指数 分布函数 K-S检验 淮河
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基于多时间尺度SPI的闽江流域干湿变化与洪旱事件识别 被引量:11
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作者 王跃峰 陈兴伟 陈莹 《山地学报》 CSCD 北大核心 2014年第1期52-57,共6页
为分析闽江流域气候干湿变化及其径流响应,以闽江流域25个气象站1960-2006年逐月降水资料以及竹岐水文站月径流资料为基础,采用标准化降水指数(Standardized Precipitation Index,简称SPI)和Pearson相关分析法进行研究,结果表明:1.... 为分析闽江流域气候干湿变化及其径流响应,以闽江流域25个气象站1960-2006年逐月降水资料以及竹岐水文站月径流资料为基础,采用标准化降水指数(Standardized Precipitation Index,简称SPI)和Pearson相关分析法进行研究,结果表明:1.长时间尺度的SPI在分析气候干湿变化上更具实用性,更能清楚反映长期干湿变化特征;2.短时间尺度(1~3个月)SPI与径流存在高相关性,其中2个月时间尺度的SPI与径流的相关性最强;且短时间尺度上二者的相关性有季节差异,表现为春、夏季(R>0.75)相关性高于秋、冬季(R<0.7);3.2个月尺度SPI序列能够较精确地识别流域性的特大洪水事件和主要旱灾,对流域性特大洪水的监测和预报具有潜在应用价值. 展开更多
关键词 标准化降水指数(spi) 时间尺度 水文响应 洪旱事件 闽江流域
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