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1.
气候突变的聚类分析   总被引:9,自引:2,他引:7       下载免费PDF全文
气候数据是时间序列,是一类有序样品.本文给出了一种新的有序样品谱系聚类算法,先对数据进行平滑拟合,然后用聚类分析的方法分析了北半球的气候资料,证实了1920年为气候突变点.同时也找到了较低的各个层次上的突变点.  相似文献   

2.
通过对古里雅冰芯的研究和与格陵兰GRIP冰芯的对比 ,探讨了末次冰期青藏高原的气候突变事件 .冰阶 间冰阶变化以及反映大范围气候变化的 7次暖事件 (BrΦrump ,Odderade,Oerel,Glinde ,Hengelo ,Denekamp ,BΦlling) ,在两冰芯中都有一致的反映 .但古里雅冰芯记录有一系列独具的特征 .古里雅冰芯中气候由暖变冷的速率及气候变化幅度都大于格陵兰GRIP冰芯记录 .古里雅冰芯记录的另一显著特征是 ,在距今 18~ 3 5ka时 ,出现了一系列时间尺度在 2 0 0a左右的循环 ,其中温度变幅超过 7℃的升温事件 2 2次 ,超过 7℃的降温事件 2 0次 ,而温度变幅在 3℃以内的升温、降温事件达 10 0多次 .研究表明 ,不同的因子对不同时段的气候突变起作用 .冰阶 间冰阶尺度的气候由暖变冷的突变是由太阳幅射变化驱动并经青藏高原积雪面积变化放大作用导致的 ,而更短时间尺度的气候突变是太阳活动和季风相互作用的结果 .  相似文献   

3.
石笋记录的年际、十年、百年尺度气候变化   总被引:28,自引:1,他引:27  
通过石笋微层沉积响应自然周期过程的分析 ,再次获得石笋微层韵律基本按年旋回的认识 .在连续石笋年层序列中发现持续十年以上的气候异常以及各种类型的气候快速变化 :均值突变、变率突变、趋势突变、周期突变 .石笋年层记录了从年际到十年、百年各种时间尺度的气候波动 ,是研究历史时期短尺度气候变化的有力材料 .  相似文献   

4.
多尺度突变现象的扫描式t检验方法及其相干性分析   总被引:8,自引:2,他引:8  
阐明了将检测两子样本平均值之差的学生氏t检验推广到对多尺度突变现象进行扫描式检测的计算方法;对于t检验要求序列独立的限制,引用了初步的订正方法;还给出了检测两个序列间多尺度突变相干性的计算公式.扫描式t检验不仅具有相当于子波变换检测多尺度突变现象的功能,而且解决了子波变换检测突变时缺少临界值的问题.由于t统计量包含有二阶矩均方差,它不能像子波变换那样作为分解工具,但检测的尺度参数也就不必局限于2的整数幂,因而可以进行扫描式检测.应用于尼罗河年最高与最低水位历史序列(AD622-1470),能较客观和精确地检测出两序列在某些尺度上的相干性(同步或反位相)变化;并由此重新划分了该流域几十年至百余年时间尺度的相对干湿期.结果与目前查阅到的埃及灾荒历史记载相吻合.  相似文献   

5.
自2009年入冬以来北半球经受了创记录的严寒侵袭,联合国IPCC报告的权威性受到质疑。地球气候变化趋向陷入纷争的境地。从地质学和考古学的视角,以更长的时间周期去认识和了解气候变化规律和成因机制,或许对将来气候的长期预报有所启示。地球在漫长的演化史中经历了以千万年计的"地质气候旋回"、千百年计的"史前气候周期"及近现代以百年计的"世纪气候波动"。不同级次的周期均为内在自然因素所制约,CO2含量在地球演化史中趋于波动下降过程,当代的CO2浓度和气温均处于地质史的低点。人类活动可能在百年尺度内存在对气候和生态环境的影响。自20世纪初开始至今近百年升温趋向中,令人关注的是在中国曾有1941年、1969年、2009~2010年之交极度低温的出现,"低温节点"时距约为30~40年,似与海洋存在数十年为变化周期之说相近。由此引发对人为因素导致持续增温的质疑。2009年入冬以来的严寒是否为近百年升温波动周期的终结抑或只是次级的突变因素所致,尚有待观察。但自然因素主导的周期波动规律不可逆转,不能被未经实证而被夸大了的"人为因素"所左右。  相似文献   

6.
全球12000aBP以来火山爆发记录及对气候变化影响的评估   总被引:12,自引:0,他引:12  
于革  刘健 《湖泊科学》2003,15(1):12-20
全新世气候变化的动力成因,至今未有定论.大量地质证据揭示了全新世气候多次降温,并反映出与火山爆发有时问对应关系.现代气候观测证明了火山灰进入平流层滞留后随环流扩散成为太阳辐射的屏障层,从而导致地表降温.停留在地质火山爆发和伞新世气候在逐个点遥相关研究上,难以从宏观机制上加以认识.本文试图对地质火山影响古气候变化的定性推论与现代火山气候效应这两个环节,给予动力机制上的联系和分析.通过火山地质记录的现代气候效应类比,对地质火山数据进行集成,所反映的五次全新世强火山爆发集中期与地质记录的寒冷期/降温期/新冰期能够对应.对火山爆发集中期和平静期两种气候状况,通过三维大气环流模式进行气候数值模拟,评估火山灰产生的不同区域的降温效应.模拟结果表明,火山灰阳伞效应造成北半球年平均温度普遍降低,且具有明显的区域差异.高纬度降温幅度大于低纬度,夏季降温幅度大于冬季.全新世火山影响气候时空记录和火山灰敏感性气候试验为进一步探讨全新世气候变化成因提供重要的科学依据,也为最终认识现代气候系统变化以及对未来十年一百年尺度的气候预测提供重要的参照系.  相似文献   

7.
2018年是西北太平洋热带气旋异常活跃的一年,该年台风季(6~11月)共有26个热带气旋生成,远超气候平均的22个,是近20年来第二活跃的台风季.2018年,热带气旋多形成于西北太平洋东部和南海北部,台风活动区域偏东北,移动路径多由西北行转为偏北行登陆,造成了中国大陆重大经济损失(约697.3亿元).这一年,多尺度气候变异共同作用引起了西北太平洋季风槽的增强和副热带高压减弱,从而导致了热带气旋异常活跃.在此过程中,年际气候背景条件起了主导作用,而年代际气候变异仅起到了弱的抑制作用.在年际尺度上,一个发展的中太平洋厄尔尼诺事件和正相位的太平洋经向模态(PMM)共同作用形成了2018年有利于热带气旋活动的大尺度环流背景条件.进一步研究表明,中太平洋海温强迫在西北太平洋热带气旋活动中起到了关键调节作用,而PMM通过中太平洋海温间接影响西北太平洋热带气旋活动.在中太平洋厄尔尼诺年,中太平洋海温增暖引起的对流异常通过大气的Gill型-罗斯贝波响应导致了西北太平洋上异常气旋性环流,这使得西北太平洋上副热带高压减弱、季风槽增强东北移,有利于热带气旋在此形成和发展.短期气候及天气变化,如季节内振荡(ISO)和天气尺度扰动(SSD)的活动,与增强的季风槽相互作用,加剧了2018年异常的西北太平洋热带气旋的活动.  相似文献   

8.
中国表土花粉与建群植物地理分布的气候指示性对比   总被引:5,自引:0,他引:5  
利用中国建群植物数字化的地理分布数据与1860个中国表土样品花粉数据和气候插值,定量分析了中国主要花粉含量与植物种类的地理分布和气候指示性.研究结果显示,绝大多数表土花粉含量的气候指示性与建群植物地理分布的气候区间是吻合的,表土花粉与建群植物的气候阈值的重合取决于花粉与气候的正态分布关系.此外,部分花粉种类指示的气候相对于植物存在一定的偏移,如杜鹃花科、菊科、禾本科和藜科等,这与花粉的分类鉴定水平较低和自然植被的人为干扰有关.本研究在较大空间尺度范围内将表土花粉与建群植物的气候指示性进行对比,为全球生态学、第四纪环境和古气候学研究提供了重要的数据和参照.  相似文献   

9.
若尔盖盆地RH孔有机碳同位素序列指示的古气候事件诊断   总被引:4,自引:1,他引:3  
吴敬禄  王苏民 《湖泊科学》1997,9(4):289-294
定量化是过去全球气候变化研究的必然趋势,突变事件的诊断是古气候定量化研究中极其重要的过程。本文运用M-K法和t检验法对RH孔有机碳同位素序列进行了气候突变诊断研究。结果发现,近800kaBP来该区气候存在明显的突变,且突变开始于470kaBP。进一步的研究发现470kaBP开始的这一气候突变事件与青藏高原的构造隆升有密切的关系。  相似文献   

10.
天气尺度扰动流场对区域暴雨的指示能力   总被引:5,自引:2,他引:3       下载免费PDF全文
观测的大气流场可以物理分解为气候流场、行星尺度纬圈平均扰动流场和天气尺度扰动流场.低层大气的天气尺度扰动流场中的切变线、南方气旋、北方气旋、冷锋槽线、西南涡暖切变线、热带气旋、倒槽切变线、东风波切变线等对区域暴雨具有指示意义.扰动流场中的环流系统更适合天气分析的原理.中国的暴雨带多为扰动辐合线两侧气流对峙的结果.观测流场中,暴雨带出现在低空急流的左侧,是因为气候流场掩盖或削弱了天气尺度扰动流场的作用.对切变线暴雨,天气尺度扰动流场有99%的诊断能力,而原始流场只有66%的指示能力.  相似文献   

11.
Increase in temperature extremes is one of the main expected impacts of climate change, as well as one of the first signs of its occurrence. Nevertheless, results emerging from General Circulation Models, while sufficient for large scales, are not enough for forecasting local trends and, hence, the IPCC has called for local studies based on on-site data. Indeed, it is expected that climate extremes will be detected much earlier than changes in climate averages. Heat waves are among the most important and least studied climate extremes, however its occurrence has been only barely studied and even its very definition remains controversial. This paper discusses the observed changes in temperature trends and heat waves in Northwestern Mexico, one of the most vulnerable regions of the country. The climate records in two locations of the region are analyzed, including one of the cities with extreme climate in Mexico, Mexicali City in the state of Baja California and the Yaqui River basin at Sonora State using three different methodologies. Results showed clear trends on temperature increase and occurrence of heat waves in both of the study zones using the three methodologies proposed. As result, some policy making suggestion are included in order to increase the adaptability of the studied regions to climate change, particularly related with heat wave occurrence.  相似文献   

12.
天气和气候的时间序列特征分析   总被引:14,自引:0,他引:14       下载免费PDF全文
本文从天气和气候资料出发,提出气候的q阶(0≤q≤1)微商是天气,而天气可以近似为白噪声.在此基础上,利用描述自相似非马尔可夫随机过程的时间分数维扩散方程的分析成果,并结合时间序列的相关性分析,从理论上进一步指出气候信号的记忆性好于天气信号,且其概率密度分布的尾巴比较长.  相似文献   

13.
Runoff reduction due to environmental changes in the Sanchuanhe river basin   总被引:10,自引:1,他引:9  
Recently, runoff in many river basins in China has been decreasing. Therefore, the role that climate change and human activities are playing in this decrease is currently of interest. In this study, we evaluated an assessment method that was designed to quantitatively separate the effects of climate change and human activities on runoff in river basins. Specifically, we calibrated the SIMHYD rainfall runoff model using naturally recorded hydro-meteorologic data pertaining to the Sanchuanhe River basin and then determined the effects of climate change and human activities on runoff by comparing the estimated natural runoff that occurred during the period in which humans disturbed the basin to the runoff that occurred during the period prior to disturbance by humans. The results of this study revealed that the S1MHYD rainfall runoff model performs well for estimating monthly discharge. In addition, we found that absolute runoff reductions have increased in response to human activities and climate change, with average reductions of 70.1% and 29.9% in total runoff being caused by human activities and climate change, respectively. Taken together, the results of this study indicate that human activities are the primary cause of runoff reduction in the Sanchuanhe River basin.  相似文献   

14.
Global warming: a review of this mostly settled issue   总被引:6,自引:6,他引:0  
Global warming and attendant climate change have been controversial for at least a decade. This is largely because of its societal implications since the science is largely straightforward. With the recent publication of the Fourth Assessment Report of the United Nations’ Intergovernmental Panel on Climate Change (Working Group 1) there has been renewed interest and controversy about how certain the scientific community is of its conclusions: that humans are influencing the climate and that global temperatures will continue to rise rapidly in this century. This review attempts to update what is known and in particular what advances have been made in the past 5 years or so. It does not attempt to be comprehensive. Rather it focuses on the most controversial issues, which are actually few in number. They are:
  • Is the surface temperature record accurate or is it biased by heat from cities, etc.?
  • Is that record significantly different from past warmings such as the Medieval Warming Period?
  • Are human greenhouse gases changing the climate more than the sun?
  • Can we model climate and predict its future, or is it just too complex and chaotic?
  • Are there any other changes in climate other than warming, and can they be attributed to the warming?
Finally there is a very brief discussion of the societal policy response to the scientific message. Note that much of the introductory material in each section is essentially the same as that which appears in Keller 2003 (hereafter referred to as OR = original review) and its update (Keller 2007). Despite continued uncertainties, the review finds an affirmative answer to these questions. Of particular interest are advances that seem to explain why satellites do not see as much warming as surface instruments, how we are getting a good idea of recent paleo-climates, and why the twentieth century temperature record was so complex. It makes the point that in each area new information could come to light that would change our thinking on the quantitative magnitude and timing of anthropogenic warming, but it is unlikely to alter the basic conclusions.  相似文献   

15.
《国际泥沙研究》2016,(3):212-219
In this paper, the site-specific impact of climate change on sediment yield has been assessed for the Naran watershed, Pakistan. Observed data has been gathered for period 1961–2010 and HaDCM3 GCM predictors of SRES scenarios A2 and B2 have been downloaded. Future precipitation and temperature time series have been statistically downscaled for time horizon 2011–2040 and 2041–2070. Downscaled data show both increasing and decreasing changes with respect to the observation. Potential sediment yield for future related to climate change has been simulated. The results show that the both snowy and monsoon seasonal stream discharges are expected to increase. This will lead to increase in annual sus-pended sediment yields. Percentage-wise, a less discharge and more sediment yield are expected during the early summer. The study concluded that the climate change and variability are influencing the watershed, and suspended sediment yield is likely to increase in the future.  相似文献   

16.
Optimal designs of stormwater systems rely very much on the rainfall Intensity–Duration–Frequency (IDF) curves. As climate has shown significant changes in rainfall characteristics in many regions, the adequacy of the existing IDF curves is called for particularly when the rainfall are much more intense. For data sparse sites/regions, developing IDF curves for the future climate is even challenging. The current practice for such regions is, for example, to ‘borrow’ or ‘interpolate’ data from regions of climatologically similar characteristics. A novel (3‐step) Downscaling‐Comparison‐Derivation (DCD) approach was presented in the earlier study to derive IDF curves for present climate using the extracted Dynamically Downscaled data an ungauged site, Darmaga Station in Java Island, Indonesia and the approach works extremely well. In this study, a well validated (3‐step) DCD approach was applied to develop present‐day IDF curves at stations with short or no rainfall record. This paper presents a new approach in which data are extracted from a high spatial resolution Regional Climate Model (RCM; 30 × 30 km over the study domain) driven by Reanalysis data. A site in Java, Indonesia, is selected to demonstrate the application of this approach. Extremes from projected rainfall (6‐hourly results; ERA40 Reanalysis) are first used to derive IDF curves for three sites (meteorological stations) where IDF curves exist; biases observed resulting from these sites are captured and serve as very useful information in the derivation of present‐day IDF curves for sites with short or no rainfall record. The final product of the present‐day climate‐derived IDF curves fall within a specific range, +38% to +45%. This range allows designers to decide on a value within the lower and upper bounds, normally subjected to engineering, economic, social and environmental concerns. Deriving future IDF curves for Stations with existing IDF curves and ungauged sites with simulation data from RCM driven by global climate model (GCM ECHAM5) (6‐hourly results; A2 emission scenario) have also been presented. The proposed approach can be extended to other emission scenarios so that a bandwidth of uncertainties can be assessed to create appropriate and effective adaptation strategies/measures to address climate change and its impacts. Copyright © 2013 John Wiley & Sons, Ltd.  相似文献   

17.
The analysis of the impact of climate change (CC) on flood peaks has been the subject of several studies. However, a flood is characterized not only by its peak, but also by other characteristics such as its volume and duration. Little effort has been directed towards the study of the impact of CC on these characteristics. The aim of the present study is to evaluate and compare flood characteristics in a CC context, in the watershed of the Baskatong reservoir (Province of Québec, Canada). Comparisons are based on observed flow data and simulated flow series obtained from hydrological models using meteorological data from a regional climate model for a reference period (1971–2000) and a future period (2041–2070). To this end, two hydrological models HSAMI and HYDROTEL are considered. Correlations, stationarity, change‐points, and the multivariate behaviour of flood series were studied. The results show that, at various levels, all flood characteristics could be affected by CC. Copyright © 2011 John Wiley & Sons, Ltd.  相似文献   

18.
陈德亮  高歌 《湖泊科学》2003,15(Z1):105-114
近几年来,国家气候中心己经建立了中国主要四大流域气候对水资源影响评估的模式框架.本文拟进一步证明其中之一的两参数分布式月水量平衡水文模式对长江之上汉江和赣江两子流域径流的模拟能力,结果表明该水文模式对目前气候条件下径流模拟效果较好,运行稳定,可用于实时业务运行.在此基础上,利用ECHAM4和HadCM2两GCM(General Circulation Model)未来气候情景模拟结果及目前实测气候情况,对汉江和赣江两子流域的径流对未来气候变化的敏感性进行评估.经检验,两GCM对未来气候,特别是降水情景模拟存在一定差异,因此,造成径流对气候变化的响应不同,这充分反映了全球模式模拟结果不确定性在气候变化影响研究中的重要性.  相似文献   

19.
Broad relationships between weather and human health have long been recognized, and there is currently a large body of research examining the impacts of climate change on human health. Much of the literature in this area examines climate–health relationships at global or regional levels, incorporating mostly generalized responses of pathogens and vectors to broad changes in climate. Far less research has been done to understand the direct and indirect climate-mediated processes involved at finer scales. Thus, some studies simplify the role of climate and may over- or under-estimate the potential response, while others have begun to highlight the subtle and complex role for climate that is contingent on other relevant processes occurring in natural and social environments. These fundamental processes need to be understood to determine the effects of past, current and future climate variation and change on human health. We summarize the principal climate variables and climate-dependent processes that are believed to impact human health across a representative set of diseases, along with key uncertainties in these relationships.  相似文献   

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