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1.
Precipitation in the arid region of Northwest China (NWC) shows high spatial and temporal variability,in large part because of the region's complex topography and moisture conditions.However,rain gauges in the area are sparse,and most are located at altitudes below 2000 m,which limits our understanding of precipitation at higher altitudes.Interpolated precipitation products and satellite-based datasets with high spatiotemporal resolution can potentially be a substitute for rain gauge data.In this study,the spatial and temporal proper-ties of precipitation in the arid region of NWC were analyzed using two gridded precipitation products:SURF_CLI_CHN_PRE_DAY_GRID_0.5 (CHN) and Tropical Rainfall Measuring Mission (TRMM) 3B43.The CHN and TRMM 3B43 data showed that in summer,precipitation was more concentrated in southern Xinjiang than in northern Xinjiang,and the opposite was true in winter.The largest difference in precipitation between mountainous areas and plains appeared in summer.High-elevation areas with high precipitation showed more stable annual precipitation.Different sub-regions showed distinctive precipitation distributions with elevation,and both datasets showed that the maximum precipitation zone appeared at high altitude. 相似文献
2.
新疆不同季节降水气候分区及变化趋势 总被引：13，自引：5，他引：8
利用新疆88个测站1961—2006年逐日降水量资料,采用EOF（主成分分析）、REOF（旋转主成分分析）、线性趋势、kendall-τ检验以及累积距平、t检验、信噪比相结合等方法,对新疆四季降水量的空间特征、变化趋势以及突变时间等进行了对比诊断分析\.结果表明,新疆四季降水量EOF的前3个载荷向量场均表现为全疆一致的降水偏多或偏少型、南北疆反变化的南多（少）北少（多）型以及东西反向的东多（少）西少（多）型等3大整体异常结构;在同一约束条件下,不同季节REOF分析所揭示的降水气候分区不同,冬季大致可划分为3个区,春季6个区,夏季7个区,秋季5个区;除南疆偏西地区冬季降水量未出现显著突变增加趋势外,新疆大部地区于1986年前后冬夏降水量同时显著突变增多,与其上空大气可降水量(APW)的增加有关;北疆春季降水量既没有显著的增加趋势,也未发生过突变;南疆大部地区春季降水量曾出现过显著突变增加,但突变时间早晚不一;从长期变化趋势看,北疆北部、中天山两侧及其以东地区秋季降水量虽增加不显著,但在1978年前后出现过突变增加,是季降水量突变最早区域;北疆西部冬、夏、秋降水量均显著增加,是新疆降水量增加最敏感区域,但秋季降水量的突变增加是从1997年开始的,比冬夏突变晚11 a左右,比其东部地区偏晚30 a左右。 相似文献
3.
中国北方荒漠区降水空间结构型及变异性研究 总被引：1，自引：0，他引：1
依据中国北方荒漠区35个站点1951—2005年降水资料,运用(旋转)经验正交函数分解(EOF/REOF)、主成分分析、分形理论及地统计学等方法探讨了北方荒漠区降水空间结构型及空间变异性。结果表明,降水空间分布以“相间复杂”型和“东西相反”型为主（对总体方差贡献分别为35.8%和20.4%）;降水趋势自西向东逐渐减弱,有西部增加、中部地区小幅增大而东部地区趋于干旱的可能。新疆地区对全区降水波动方差贡献率达70.4%。新疆地区及青海-河西-河套地区变异函数曲线符合球状模型,内蒙古高原中东部地区符合指数模型;随机因素引起的空间异质性占0.01%~1.62%。20世纪50年代和70年代青海-河西-河套地区变异性最强,新疆地区次之,内蒙古高原中东部地区最弱,90年代以后新疆地区最强,内蒙古高原中东部地区次之,青海-河西-河套地区最弱。新疆地区、青海-河西-河套地区及内蒙古高原中东部地区降水分别在南北方向、东西方向及东北-西南方向异质性最强。 相似文献
4.
IPCC A1B情景下中国西南地区气候变化的数值模拟 总被引：1，自引：1，他引：0
利用ECHAM5/MPI-OM 全球海气耦合模式模拟的当代(1986-2000 年)和IPCC A1B情景下未来(2011-2025 年)2×15a 的模拟输出格点场资料,驱动20 km高水平分辨率区域气候模式RegCM3 进行西南地区气候变化的数值模拟,主要分析未来地面温度和降水的可能变化。结果表明：①通过与32 个地面气象站观测资料和CRU资料对比分析,RegCM3 能够很好的模拟研究区基准时段地面温度和降水的局地分布特征。②A1B情景下未来西南地区年、四季平均温度均明显增加,北部温度变化幅度大于南部。③最高/最低温度一致升高,冬季最高/最低温度变化幅度大于夏季;年、秋冬季降水有所增加,冬季降水增加明显,而春夏季降水略有减少。④研究区未来春夏季温度升高、降水减少的趋势可能导致局部地区高温、干旱等极端天气的可能性增大;同时冬季降水增加,可能加重局部地区洪涝灾害的风险。 相似文献
5.
塔里木河流域TRMM降水数据精度评估 总被引：1，自引：1，他引：0
利用塔里木河流域24个气象站降水数据,分析了2000-2013年TRMM多卫星降水数据(TRMM 3B43 v7)在塔里木河流域的适用性。检验结果表明:全年来看,TRMM数据对研究区所有站点的年均降水量拟合较好(R2=0.8846),流域内24个站点平均年降水量相对偏差为19.02%,其中60%的站点表现为TRMM年降水量高于地面实测年降水量;月降水方面,除个别站点(于田、且末、乌恰)较差外,大部分站点的拟合度都较好;就季节而言:春季拟合效果最好,夏、秋季的TRMM数据存在低估问题,而冬季则偏高估;流域降水量由东南向西北递增,并在西北部边缘地区增加较显著,形成一个相对丰水带;而向沙漠腹地方向延伸的降水量则呈减少趋势。同时流域最大降水区域在一年中变化存在一定的规律。 相似文献
6.
使用安徽省1960―2012年气温与降水资料,采用线性倾向估计法、反距离加权插值法、最小二乘法和相关分析法分析安徽省近53年来气温和降水的时空变化特征及其与ENSO的关系。结果表明：1）近53年来安徽省年降水量和年平均气温分别以0.93 mm/a和0.02℃/a的倾向率呈增加趋势;季节变化表明,夏季和冬季降水量呈明显的增加趋势,而春、秋两季则呈减小趋势;四季气温均有所升高,春季气温增幅最大。2）不同季节降水量的年代际变化特征并不明显,降水主要集中在夏季,约占全年降水量的45.95%;与降水量年代际变化不同,年均温和四季气温的年代际变化呈波动上升趋势。3）降水存在显著的空间差异,夏、冬两季降水量由北向南减小幅度逐渐增大,春季降水量由北向南增加幅度逐渐增大;气温的空间变化并无一定规律,但宿州是四季以及全年增温幅度最大的地区。4）不同时间尺度的降水和气温均与Nino 3.4区海表温度距平和南方涛动均存在一定的相关性,其中3、9和11月的降水与Nino 3.4区海表温度距平以及南方涛动有较为显著的相关性,而在9月,气温受Nino 3.4区海表温度距平和南方涛动影响较显著;Nino 3.4区海表温度距平对年降水量和年均温的影响更明显。5）近53年来,El Nino事件和La Nina事件的出现频数分别为16和15次,La Nina事件对降水的增加的影响强于El Nino事件,而El Nino和La Nina事件对气温的影响均不显著。 相似文献
7.
《自然地理学》2013,34(6):505-518
Casual observations suggest that saguaro populations are densest in southeastern Arizona, although data have not been collected and no study has been done to address this topic. In addition, the topic of reproductive density has similarly never been addressed. Saguaro reproductive output is directly related to the number of adult individuals and the number of branches in the area. Thirty saguaro populations over their U.S. range were sampled to consider two variables: population density and reproductive stem density. Stepwise regression using climate and vegetation (e.g., availability of nurse plants) to predict density yielded tree + Ambrosia cover and maximum July precipitation. Nurse cover, however, is also influenced by summer rain. The partial correlation results suggest that high saguaro densities are linked with high quality nurse cover (i.e., not Larrea tridentata) in addition to summer rainfall. Total cover and mean annual precipitation are the best predictors of reproductive stem density. Mean annual precipitation may be a good predictor of reproductive stem density, because population density is linked with summer rain while branching is linked with winter rain. The plots were also divided into climatic regions. One-way ANOVA shows that the northeast (high winter precipitation) and west (dry) have lower saguaro densities than the southeast (high summer precipitation), while the northeast and southeast both have very high reproductive stem densities relative to the west. The warmer west is less susceptible to periodic freezing mortality, while previous work has shown that the southeast generally regenerates more successfully. Thus in the colder northeast, which is also outside of the primary summer rain and best nurse plant belt, low density populations seem to be maintained only with high reproductive density. 相似文献
8.
祁连山区气候变化的区域差异特征及突变分析 总被引：47，自引：2，他引：45
利用8个气象站的气温和降水资料,运用一元回归分析法和5年趋势滑动,进行了气候变化的趋势分析,结果表明:祁连山区在20世纪80年代中后期气温持续升高,90年代以后明显变暖,其中秋、冬季升温幅度较大;60年代降水量最少,之后逐渐增多,80年代达到最多,90年代又减少,2000年以来又明显增多;气温变化在空间上表现为南北差异,以黑河干流为界,中东部升温幅度从南到北呈增大趋势,而中西部从南到北呈减小趋势;降水变化的空间差异也明显,东部表现为东西差异,降水量增加幅度从东到西呈减小趋势,而中、西部表现为南北差异,降水量增加幅度从南到北呈减小趋势。在此基础上,利用滑动T检验法、Cramer法、Mann-Kendall法进行气候突变分析,结果表明:祁连山区气温突变比降水突变明显,不同方法检验的结果比较一致;春、夏季气温在1997年发生突变,而秋、冬季在1985年左右发生突变。 相似文献
9.
The vulnerable ecosystem of the arid and semiarid region in Central Asia is sensitive to precipitation variations. Long-term changes of the seasonal precipitation can reveal the evolution rules of the precipitation climate. Therefore, in this study, the changes of the seasonal precipitation over Central Asia have been analyzed during the last century (1901–2013) based on the latest global monthly precipitation dataset Global Precipitation Climatology Centre (GPCC) Full Data Reanalysis Version 7, as well as their relations with El Niño- Southern Oscillation (ENSO). Results show that the precipitation in Central Asia is mainly concentrated in spring and summer seasons, especially in spring. For the whole study period, increasing trends were found in spring and winter, while decreasing trends were detected in summer and fall. Inter-annual signals with 3–7 years multi-periods were derived to explain the dominant components for seasonal precipitation variability. In terms of the dominant spatial pattern, Empirical orthogonal function (EOF) results show that the spatial distribution of EOF-1 mode in summer is different from those of the other seasons during 1901–2013. Moreover, significant ENSO-associated changes in precipitation are evident during the fall, winter, spring, and absent during summer. The lagged associations between ENSO and seasonal precipitation are also obtained in Central Asia. The ENSO-based composite analyses show that these water vapor fluxes of spring, fall and winter precipitation are mainly generated in Indian and North Atlantic Oceans during El Niño. The enhanced westerlies strengthen the western water vapor path for Central Asia, thereby causing a rainy winter. 相似文献
10.
天山可降水量和降水转化率的研究 总被引：16，自引：3，他引：13
水是干旱半干旱地区的命脉,实施人工增水是增加水资源的一个重要途径。笔者根据1971-2000年30 a天山山区及其周边44个地面站每日4个时次的水汽压和日降水量,运用整层大气可降水量的经验计算公式,计算了天山山区及其周边地区的大气可降水量和降水转化率。分析得出天山地区可降水量夏季多、冬季少,空间分布表现为自西向东、自山区外围向山区中心地带递减的规律。降水转化率的时空分布说明夏季山区的降水转化率较高,一般为100‰~200‰,最大为355‰;冬季降水转化率低于夏季,相对而言山前的平原地区,如伊犁地区、北疆石河子到阜康一带的降水转化率较高,为80‰~125‰。上述结果表明天山地区具有很大的增水潜力。 相似文献
11.
2000-2012年祁连山植被覆盖变化及其与气候因子的相关性 总被引：5，自引：1，他引：4
研究祁连山地区植被覆盖变化及其与气候因子的响应关系对这一地区土地利用总体特征以及对区域及全球气候和环境变化都将产生深远的意义。利用2000-2012年美国国家航空航天局提供的MODIS NDVI数据并结合相应的气候资料,通过对逐像元信息的提取和分析,运用均值法、斜率分析法、相关分析法,研究了2000-2012年不同季节祁连山植被覆盖的时空变化及其与气候因子的相关性。结果表明:13 a来祁连山植被覆盖整体上呈增加趋势,其中春季植被改善最为明显,秋季次之;植被覆盖变化在不同季节都存在明显的空间差异;不同季节植被与气温、降水的时滞效应不尽相同;祁连山春季大部分地区NDVI与气温呈显著正相关,夏季NDVI与降水呈显著正相关,秋、冬季NDVI与降水、气温的相关性不明显。 相似文献
12.
The most important climatological feature of the South Asian region is the occurrence of monsoons.With increasing concerns about climate change,the need to understand the nature and variability of such climatic conditions and to evaluate possible future changes becomes increasingly important.This paper deals with long-term above and below normal monsoon precipitation causing prolong meteorological droughts and floods in India.Five regions across India comprising variable climates were selected for the study.Apart from long-term trends for individual regions,long-term trends were also calculated for the Indian region as a whole.The results show that intra-region variability for monsoon precipitation is large and there are increasing numbers of meteorological summer droughts.Meteorological monsoon floods were found to have negative long-term trends everywhere except in the peninsular Indian region.The results overall suggest generic conclusions concerning the region-wide long-term trend of severity of monsoon droughts and floods in India and their spatial variability. 相似文献
13.
甘肃省黄土高原区夏季极端降水的时空特征 总被引：1，自引：1，他引：0
借助ArcGIS和Matlab数据软件平台,运用复值Morlet小波分析和数理统计方法对甘肃省黄土高原区夏季极端降水的频数和强度在时空上的变化特征进行分析。结果表明:①近半个世纪以来,该区极端降水事件发生的频数和强度在6、7月周期较长,8月周期较短:即6、7月极端降水事件发生的主周期是11~12 a,8月是4~5 a的周期。②从空间尺度来看,该区夏季极端降水带移动由西向东表现为:大致以庄浪、秦安、天水一线为界,6月频数和强度大值区在这一线以西海拔相对高的山区,而7—8月在这一线以东地区,尤其是陇东地区的东南部。③总体趋势是6月极端降水频数和强度明显呈上升趋势;7月极端降水频数和强度呈下降趋势;8月极端降水频数呈下降趋势,强度呈微弱上升趋势。 相似文献
14.
基于GIS的祁连山区气温和降水的时空变化分析 总被引：9，自引：4，他引：5
基于ArcGIS平台Geostatistical Analyst中的Kriging插值方法,和Spatial Analyst中的Surface Analyst,分析了祁连山区18个气象站点1960\_2005年气温、降水的数据,并且空间化显示了各年代间的气温、降水变化。结果表明:①1960\_2005年祁连山区的气温呈显著的上升趋势,升幅基本在0.5 ℃/10a左右,20世纪90年代中期以后气温上升最为明显,变幅最大超过1℃。②祁连山区的气温变化和西北地区的气温变化有很好的同步性。冬季气温分布趋势与夏季相同,但冬季南北坡的温差明显小于夏季。各月的平均气温直减率差别大,冬季气温直减率较低,春季气温直减率较大。③分析了祁连山区降水的累积距平,祁连山的东、中、西三段的降水在80年代以前都是呈下降的趋势,在80年代以后表现为显著增加,并且中部表现最为明显。在祁连山的北坡、南坡和的降水总体趋势变化也是在80年代,在80年代以前呈下降趋势,而80年代后为上升趋势。④祁连山区的降水呈上升趋势,降水具有明显的区域性和季节性, 从东南向西北逐渐减少,冬季降水均在13 mm以下,而在夏季降水量最高可达247 mm。 相似文献
15.
This paper provides a brief introduction to the physical environment of Namaqualand as well as an overview of patterns of plant diversity. The diverse array of parent material and geological processes that have shaped the region since the break up of Gondwanaland have created a complex, and sometimes dynamic physical environment, that is partly responsible for the patterns and processes observed in the biota today. The contemporary climate is characterised by relatively reliable, albeit low (50–250 mm pa), winter rainfall (>60% winter precipitation) arriving between May and September. East of the central mountains, tropical thunderstorms penetrate the region in late summer (February–April). The presence of the cold Atlantic Ocean in the west not only moderates temperatures throughout Namaqualand (mean max summer temperature <30 °C), but also provides alternative sources of moisture in the form of coastal fog and heavy dew experienced in winter months. Recent analyses show that the flora of the Succulent Karoo is part of the Cape Floral Kingdom, now termed the Greater Cape Floral Kingdom. It is one of only two desert regions recognised as a global biodiversity hot-spot and contains an estimated 6356 plant species in 168 families and 1002 genera. Namaqualand, which comprises about one quarter of the area of the Succulent Karoo, contains about 3500 species in 135 families and 724 genera, with about 25% of this flora endemic to Namaqualand. This remarkable diversity, however, is not distributed evenly throughout the region, but is concentrated in many local centres of endemism usually associated either with quartzite mountain complexes or lag-gravel plains (quartz-patches). A major exception to the general pattern of centres of diversity is the true Fynbos vegetation of the highest Kamiesberg peaks where rainfall exceeds 400 mm pa. Suggested determinants of the region's exceptional floral diversity include the complex physical environment, a unique past and present climate and the region's diverse fauna, most notably insects. The challenge for the current inhabitants and scientists working in the region is to develop a better understanding of this ecosystem so that they will be equipped to deal with the challenges posed by the demands for land and the prospect of global climate change. 相似文献
16.
近半个世纪,有关全球气候的话题一直是科学界争论的焦点,拥有世界最大温带草原的蒙古高原降水变化是属于全球变化问题,又是其脆弱环境变化的最主要驱动因子之一。通过利用蒙古高原1961—2014年136个气象站点的月降水量数据,采用Sen’ s斜率法、Mann-Kendall趋势检验法和空间地统计方法,研究了该地区近54 a降水要素基本气候特征及其时空变化规律。结果表明：（1）近54 a蒙古高原年降水量呈减少趋势,趋势为-2.30 mm·（10 a）-1（P＞0.05）,整体上年降水量东南及西北显著减少,东北及中南明显增加（2）夏季和秋季降水量呈减少趋势,趋势分别为-5.75 mm·（10 a）-1和-0.42 mm·（10 a）-1（P＞0.05）;春季和冬季降水量呈显著增加趋势,趋势分别为1.95 mm·（10 a）-1和0.50 mm·（10 a）-1（P<0.05）;季节降水量出现正负距平的年份和周期有所不同。（3）春季和冬季降水量呈增加趋势的站点居多,占全部站点的89.0%和84.6%,主要分布于高原东北部和中南部地区;夏季和秋季降水量呈减少趋势的站点居多,占全部站点的80.1%和57.4%,主要分布于高原东南部和西北部地区。为准确评估蒙古高原气候变化以及合理提出生态环境决策提供科学参考。 相似文献
17.
In this paper we use a satellite‐derived data set to explore spatial and temporal variations of snow extent across Northern Hemisphere continents during the last three decades. These weekly visible‐wavelength satellite maps of Northern Hemisphere snow extent produced by the National Oceanic and Atmospheric Administration constitute the longest consistently‐derived satellite record of any environmental variable. We document the considerable intra‐annual variability of snow extent, and show that during each month, fluctuations over relatively small areas are responsible for the majority of the year‐to‐year variability. Regions that cover less than 6% of Northern Hemisphere lands north of 20°N explain 62% Ã Â Ã Â 92% of the interannual variance across the continents. On average, snow was more extensive across both Eurasia and North America from the 1970s to middle 1980s than during the late 1980s to late 1990s. During late winter, spring and summer, snow extent has decreased since the middle 1980s, while during fall to middle winter, snow extent has remained relatively constant. Accurate information on continental snow extent is critical for weather and hydrologic forecasting; for understanding hemispheric‐scale atmospheric circulation, thermal variations, and regional snow extent; and for using snow as a credible indicator of climate variability and change. 相似文献
18.
Although dust storms rarely occur in southern California's deserts, blowing dust often reduces visibility, and large spatial and temporal variability in the frequency of blowing dust occurs throughout the region. On average only 1.3 dust storms occur in the study area each year. The annual average number of dust events (visibility <11 km) is 18.0, with the Coachella Valley being dustiest region, averaging 37.8 dust events each year. Mean annual frequencies of dust events for 1973–1994 are mapped, showing a core of activity centered over the Imperial/Coachella Valley region, with fewer dust events around the periphery of the study area. Most stations show a coherent temporal pattern of dust frequency during the period 1973–1994, with the mid-1970s experiencing the most dust. Blowing dust generally was absent from all stations during 1979–1983, 1987–1989, and 1992–1994. The mid-1980s were moderately dusty and 1990–1991 saw a return to very dusty conditions, possibly resulting from below-normal precipitation and increased anthropogenic disturbances. Dust events in the Mojave Desert characteristically occur during the winter to spring months (February-May), associated with dry frontal activity, and are largely absent during the dry summer months. The Colorado Desert experiences a similar seasonal distribution of dust events, but has more summer events, usually associated with convective thunderstorms. Frequencies of blowing dust have weak, but statistically significant, correlations with mean annual and antecedent precipitation, suggesting that complex processes control dust emission. [Key words: blowing dust, dust storms, Mojave Desert, Colorado Desert, wind erosion.] 相似文献
19.
库姆塔格沙漠周边地区极端降水的时空变化特征 总被引：1，自引：1，他引：0
根据中国气象局信息中心提供的库姆塔格沙漠周边地区20个气象站1960-2014年逐日降水量资料,分析了库姆塔格沙漠周边地区1960-2014年极端降水的时空变化特征。结果表明：（1）库姆塔格沙漠周边地区极端降水主要集中在夏季且存在很大的地域性差异。（2）1960-2014年库姆塔格沙漠周边地区极端降水事件、年大雨频次、年大降水事件降水量和年降水量显著增加。（3）库姆塔格沙漠周边地区西部极端降水主要由频数很少的暴雨贡献,而东部极端降水则由暴雨和大雨共同贡献。（4）库姆塔格沙漠周边地区极端降水指数在夏季和年尺度的空间分布相似,且强降水指数在年和夏季尺度的空间分布均呈“鞍型场”型。 相似文献
20.
Stefania Bertazzon Isabelle Couloigner Fox E. Underwood 《International journal of geographical information science》2019,33(7):1335-1354
We analysed the spatial distribution of nitrogen dioxide over Calgary (Canada) in summer 2010 and winter 2011 and in summer 2015 and winter 2016, and estimated land use regressions for 2015–16 (2010–11 models were estimated previously). As nitrogen dioxide exhibited spatial clustering, we evaluated the following spatial specifications against a linear model: spatially autoregressive (lag), spatially autoregressive (error), and geographically weighted regression. The spatially autoregressive (lag) specification performed best, achieving goodness-of-fit aligned with or greater than values reported in the literature. We compared the 2015–16 spatially autoregressive models with the 2010–11 models and reparametrized them on the 2010–11 and the 2015–16 data. Finally, we identified a single set of predictors to best fit the data. Nitrogen dioxide concentration decreased over the 5 years, retaining consistent spatial and seasonal patterns, with higher concentrations over traffic corridors and industrial areas, and greater variation in summer than winter. The multi-temporal analysis suggested that spatial land use regressions were robust over the time interval, despite moderate land use change. Multi-temporal spatial land use regressions yielded consistent predictors for each season over time, which can aid estimation of air pollution at fine spatial resolution over an extended time period. 相似文献