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四川盆地及周边地区TRMM 3B42数据精度检验 被引量:16
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作者 杨云川 程根伟 +2 位作者 范继辉 孙建 李卫朋 《气象科学》 CSCD 北大核心 2013年第5期526-535,共10页
多源信息融合的流域水文模拟及预报技术,是目前水文预报发展的一个重要方向。以易发生长江流域特大洪水的四川盆地及周边地区为研究区域,从单个站点及子流域降水量相关性、降雨空间分布和相对误差等方面对TRMM卫星3B42产品探测精度进行... 多源信息融合的流域水文模拟及预报技术,是目前水文预报发展的一个重要方向。以易发生长江流域特大洪水的四川盆地及周边地区为研究区域,从单个站点及子流域降水量相关性、降雨空间分布和相对误差等方面对TRMM卫星3B42产品探测精度进行了检验分析。结果表明:研究区TRMM 3B42数据与地面观测数据在日、月尺度上具有较高的相关性(R>0.5),3 h尺度相关性较差(R<0.5),且3 h和日尺度在降水量峰值拟合上存在较为明显的数值偏差和时间上的提前或延迟;不同时间尺度下两组数据的空间分布特征总体具有较好的一致性;两组数据2008—2010年降水量序列均值相对偏差在±10%的概率密度百分数为32.26%。总体上研究区TRMM3B42数据呈现高估(四川盆地大部分区域),局部出现低估(四川盆东南及地周边地区);研究区3 h尺度TRMM 3B42数据探测精度明显低于日尺度,高程变化对TRMM 3B42数据的探测精度具有一定影响。因此,针对该区域TRMM 3B42数据3 h和日尺度数据序列精度相对较差的问题,应用该卫星数据进行3 h尺度流域水文模拟及预报研究时,就需要对该区域卫星数据和地面观测数据进行融合,充分发挥两种数据的优势。 展开更多
关键词 trmm卫星数据 精度检验 降水频率 水文预报
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基于不同植被指数的TRMM数据降尺度及误差校正研究 被引量:4
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作者 张寒博 韦梦思 +2 位作者 覃金兰 徐勇 窦世卿 《水土保持通报》 CSCD 北大核心 2021年第4期214-223,共10页
[目的]对不同时间尺度的热带测雨卫星(TRMM)数据进行空间降尺度及误差校正研究,为华中地区洪涝灾害监测等提供科学参考。[方法]主要借助增强型植被指数(EVI)和归一化植被指数(NDVI)分别运用地理加权回归(GWR)模型实现2001-2019年华中地... [目的]对不同时间尺度的热带测雨卫星(TRMM)数据进行空间降尺度及误差校正研究,为华中地区洪涝灾害监测等提供科学参考。[方法]主要借助增强型植被指数(EVI)和归一化植被指数(NDVI)分别运用地理加权回归(GWR)模型实现2001-2019年华中地区TRMM数据的空间降尺度,并结合地理差异分析(GDA)和地理比率分析(GRA)对年、季和月的降尺度结果进行误差校正,通过气象站数据对校正前后的数据进行对比分析。[结果]①TRMM数据和气象站数据的决定系数(R 2)在年(0.630)、季(0.710~0.865)和月(0.637~0.875)尺度都表明了TRMM数据在华中地区具有较好的适用性;②通过GWR模型实现了TRMM数据空间分辨率由0.25°到1 km的降尺度转换,且TRMM EVI数据精度优于TRMM NDVI数据,说明华中地区TRMM数据与EVI的关系比NDVI更为密切;③对优选的TRMM EVI数据分别进行GDA,GRA校正,结果表明GDA校正结果优于GRA校正,且在降雨量越多的月份校正效果越好。[结论]在华中地区,EVI比NDVI更加适合TRMM数据降尺度研究。降尺度数据采用GDA校正比GRA校正效果更为显著。 展开更多
关键词 热带测雨卫星数据(trmm) 地理加权回归模型(GWR) 降尺度 增强型植被指数(EVI) 地理差异分析(GDA) 华中地区
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TRMM降雨产品在无资料地区径流模拟中应用研究 被引量:2
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作者 肖兴涛 王加虎 《黑龙江水利科技》 2022年第2期142-147,共6页
文章主要是通过对TRMM卫星降水数据的精度评价及修正,以水文模型为工具,进一步分析卫星降雨产品在无资料地区的适用性。在相似流域确定的基础上,人为拟定一个流域作为无资料地区,进行卫星修正系数以及模型参数的移用,并对其径流模拟结... 文章主要是通过对TRMM卫星降水数据的精度评价及修正,以水文模型为工具,进一步分析卫星降雨产品在无资料地区的适用性。在相似流域确定的基础上,人为拟定一个流域作为无资料地区,进行卫星修正系数以及模型参数的移用,并对其径流模拟结果进行对比分析。结果表明:TRMM卫星降水数据的日模拟结果不理想,经过校正后的数据,对径流的模拟能力有明显提升;分布式新安江模型参数在相似流域的移用效果较好,在移用模型参数的情况下,再移用修正系数修正RT数据,其日径流模拟结果不好,但此方法可用于无资料地区的中长期水文模拟研究。 展开更多
关键词 trmm卫星降雨数据 无资料地区 径流模拟 分布式新安江模型
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Observed Diurnal Cycle of Summer Precipitation over South Asia and East Asia Based on CMORPH and TRMM Satellite Data 被引量:3
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作者 ZHANG Xin-Xin BI Xun-Qiang KONG Xiang-Hui 《Atmospheric and Oceanic Science Letters》 CSCD 2015年第4期201-207,共7页
The characteristics of the summer precipitation diurnal cycle over South Asia and East Asia during 2001–13 are investigated based on the high spatiotemporal resolution estimates of the CPC(Climate Prediction Center) ... The characteristics of the summer precipitation diurnal cycle over South Asia and East Asia during 2001–13 are investigated based on the high spatiotemporal resolution estimates of the CPC(Climate Prediction Center) Morphing(CMORPH) technique. The results show that summer precipitation over South Asia and East Asia possesses a remarkable diurnal cycle, with obvious regional differences. Over the coastal areas, plateau, and high mountains, summer precipitation peaks in the late afternoon; while over low altitude areas, such as valleys, basins, and inshore seas, it peaks during midnight to early morning. In addition to these general features consistent with previous studies, the high resolution CMORPH technique can depict finer regional details, such as the less coherent phase pattern over a few regions. Besides, through comparative analysis of the diurnal cycle strength and precipitation fields, the authors find that for humid areas the summer precipitation diurnal cycle is especially significant over Southeast China, the Sichuan Basin, Hainan Province, Taiwan Province, the Philippines, and Indonesia. And it is relatively weak over the south of Northeast China, central East China, Yunnan Province, the central Indian Peninsula, and most oceanic areas. Comparisons between two satellite datasets—those of the CMORPH and Tropical Rainfall Measuring Mission(TRMM) 3B42 products—are also presented. For summer precipitation and the main diurnal cycle features, the results from both products agree over most regions, except a few areas, e.g., the Tibetan Plateau. 展开更多
关键词 diurnal cycle PRECIPITATION CMORPH trmm 3B42 South Asia East Asia
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珠江三角洲城市群对夏季降雨影响的初步研究 被引量:7
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作者 任慧军 徐海明 《气象科学》 CSCD 北大核心 2011年第4期391-397,共7页
利用TRMM 2A25卫星降水数据和CMORPH同化数据对珠三角洲地区的降水分布特征进行了探讨,观测表明:珠三角城市群区域总体处于降水的低值中心,且对流降雨的低值中心尤为明显;同时近10 a珠三角核心城市区域降雨有减少的趋势,这种降水减少的... 利用TRMM 2A25卫星降水数据和CMORPH同化数据对珠三角洲地区的降水分布特征进行了探讨,观测表明:珠三角城市群区域总体处于降水的低值中心,且对流降雨的低值中心尤为明显;同时近10 a珠三角核心城市区域降雨有减少的趋势,这种降水减少的趋势可能与珠三角城市化效应有关。本文进一步利用WRF模式模拟分析了珠三角城市群发展对夏季降雨的影响,结果表明珠三角城市化使得该区域降雨减少,其原因为城市化使得地表的蒸发减弱及其大气中的水分供应减少,同时也抬升了珠三角区域边界层高度相应增强了低层大气水汽垂直混合。 展开更多
关键词 降雨强度 trmm2A25卫星数据 WRF模式
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Diurnal variations of summer precipitation over the Asian monsoon region as revealed by TRMM satellite data 被引量:21
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作者 JiangYu Mao GuoXiong Wu 《Science China Earth Sciences》 SCIE EI CAS 2012年第4期554-566,共13页
Climatological characteristics of diurnal variations in summer precipitation over the Asian monsoon region are comprehensively investigated based on the Tropical Rainfall Measuring Mission(TRMM) satellite data during ... Climatological characteristics of diurnal variations in summer precipitation over the Asian monsoon region are comprehensively investigated based on the Tropical Rainfall Measuring Mission(TRMM) satellite data during 1998-2008.The topographic influence on the diurnal variations and phase propagations of maximum precipitation are identified according to spatiotemporal distributions of the amplitude and peak time of the diurnal precipitation.The amplitude and phase of diurnal precipitation show a distinct geographical pattern.Significant diurnal variations occur over most of continental and coastal areas including the Maritime Continent,with the relative amplitude exceeding 40%,indicating that the precipitation peak is 1.4 times the 24-h mean.Over the landside coasts such as southeastern China and Indochina Peninsula,the relative amplitude is even greater than 100%.Although the diurnal variations of summer precipitation over the continental areas are characterized by an afternoon peak(1500-1800 Local Solar Time(LST)),over the central Indochina Peninsula and central and southern Indian Peninsula the diurnal phase is delayed to after 2100 LST,suggesting the diurnal behaviors over these areas different from the general continental areas.The weak diurnal variations with relative amplitudes less than 40% exist mainly over oceanic areas in the western Pacific and most of Indian Ocean,with the rainfall peak mainly occurring from midnight to early morning(0000-0600 LST),indicating a typical oceanic regime characterized by an early morning peak.However,apparent exceptions occur over the South China Sea(SCS),Bay of Bengal(BOB),and eastern Arabian Sea,with the rainfall peak occurring in daytime(0900-1500 LST).Prominent meridional propagations of the diurnal phase exist in South Asia and East Asia.Along the eastern Indian Peninsula,there is not only the southward phase propagation with the peak occurring around 25°N but also the northward phase propagation with the peak beginning with the southernmost continent,and both reach the central Indian continent to finish.Along the same longitudes where southern China and Kalimantan are located,the diurnal phase of the former propagates from the oceanic area(northern SCS) toward the inland continent,while the phase of the latter propagates from the land area toward the outside sea,showing a landward or seaward coastal diurnal regime.A distinct zonal propagation of the diurnal phase is observed over the BOB oceanic area.The maximum precipitation zone originates from the land-sea boundary of the eastern coast of the Indian peninsula at around 0300 LST,and then propagates eastward with increasing time to reach the eastern coast of the BOB on 1800 LST,finally migrates into the Indochina continent on about 2100 LST. 展开更多
关键词 trmm Asian monsoon region summer precipitation diurnal variation
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