样本输入方式对极端学习机预报日长变化的影响

针对极端学习机(Extreme Learning Machine,ELM)用于日长(Length-Of-Day,LOD)变化预报过程中,样本输入方式对预报结果的影响进行了研究。采用跨度、连续和迭代3种样本输入方式对日长变化进行预报。结果表明,不同的样本输入方式对预报结果有很大影响,样本按跨度输入的预报精度最低;样本采用连续输入方式在短期和中长期预报中预报精度较高,但计算速度较慢,较适合中长期预报;样本按迭代输入方式的短期预报精度稍优于连续输入方式,而中长期预报精度则不如连续输入方式,但具有较高的预报效率。这对于日长变化的实时快速预报有着较高的现实意义。     

Multi-band Solar Full-disk Extreme Ultraviolet Imager

Solar Extreme Ultraviolet (EUV) imaging observation is an important measure for the researches of solar activities and coronal plasma physics. But the traditional EUV imager and spectrograph can hardly achieve simultaneously the high spectral resolution and wide field-of-view of solar imaging. This paper has designed a new type of solar EUV multi-band imager, by adopting a kind of slitless grating and grazing incidence structure, it can realize the solar full-disk imaging of high spectral and spatial resolution. The field-of-view of the imager can be as broad as 47′. The spectral resolution is 2×10^?3nm per pixel, and the spatial resolution is 1.4′ per pixel. The temporal resolution of the solar full-disk is better than 60 s. The analysis of the solar full-disk spectral image and system response shows that the imager can observe the morphological evolutions of various solar activities, and can provide more comprehensive data for the researches of solar physics and space weather forecast.     

Truncation of the distribution of ground-motion residuals

Recent studies to assess very long-term seismic hazard in the USA and in Europe have highlighted the importance of the upper tail of the ground-motion distribution at the very low annual frequencies of exceedance required by these projects. In particular, the use of an unbounded lognormal distribution to represent the aleatory variability of ground motions leads to very high and potentially unphysical estimates of the expected level of shaking. Current practice in seismic hazard analysis consists of truncating the ground-motion distribution at a fixed number (ε _max) of standard deviations (σ). However, there is a general lack of consensus regarding the truncation level to adopt. This paper investigates whether a physical basis for choosing ε _max can be found, by examining records with large positive residuals from the dataset used to derive one of the ground-motion models of the Next Generation Attenuation (NGA) project. In particular, interpretations of the selected records in terms of causative physical mechanisms are reviewed. This leads to the conclusion that even in well-documented cases, it is not possible to establish a robust correlation between specific physical mechanisms and large values of the residuals, and thus obtain direct physical constraints on ε _max. Alternative approaches based on absolute levels of ground motion and numerical simulations are discussed. However, the choice of ε _max is likely to remain a matter of judgment for the foreseeable future, in view of the large epistemic uncertainties associated with these alternatives. Additional issues arise from the coupling between ε _max and σ, which causes the truncation level in terms of absolute ground motion to be dependent on the predictive equation used. Furthermore, the absolute truncation level implied by ε _max will also be affected if σ is reduced significantly. These factors contribute to rendering a truncation scheme based on a single ε _max value impractical.     

泥石流源地松散体起动人工降雨模拟及放水冲刷实验

以神府－东胜矿区人为泥石流及云南东川蒋家沟自然泥石流为研究对象,采用人工降雨及放水冲刷模拟实验方法,分析了不同类型,不同地区泥石流源地松散体起动条件及泥石流过程,得出一些有意义的结论。     

文山州降雨侵蚀力时空分布规律浅析

降雨是导致土壤侵蚀的主要动力因素,降雨侵蚀力反映降雨引起土壤侵蚀的潜在能力。利用文山州内21个雨量代表站月降雨资料,估算文山州降雨侵蚀力,对该地区降雨侵蚀力的年内分布、年际变化特征和空间分布变化规律进行分析。结果表明：文山州降雨侵蚀力空间分布基本与降雨一致,山区为高值区,坝区为低值区;降雨侵蚀力主要集中在汛期（5～10月）,各月的差异大于降雨量的差异;文山州降雨侵蚀力长期变化为略减小趋势但不显著,年际变化较年降雨量年际变化显著。     

基于热带测雨卫星探测的东亚降水云结构特征的研究

利用2000—2013年5—10月浙江省70个常规站逐小时降水观测资料来检验同期TRMM卫星3B42RT降水产品,尤其针对台风降水进行了评估。对比分析得出,2000—2013年5—10月3B42RT资料与台站观测资料在3 h、6 h、12 h和24 h 4个时间尺度上降水总量接近,两组数据呈显著正相关,相关系数随时间尺度的增大而加强,相关系数大值区位于浙江西部地区;无论是5—10月还是台风降水期间,3B42RT测雨资料的日变化特征与台站观测资料均较为一致,3B42RT能够准确抓到峰值出现的时间;台风期间3B42RT数据表征的全省降水普遍偏低,但与台站观测数据的相关性明显好于5—10月全时段,且相关系数大值区位于浙江东部沿海地区,台风前后时刻的3B42RT逐3 h降水量差值序列与台站观测降水量差值序列呈显著正相关,两组资料表征的降水量变化随时间的演变趋势较为一致。另外,选取2004年0414号台风“云娜”进行相关分析和基于目标诊断技术检验,发现3B42RT资料对降水的结构预报和实况相似度较高。

     

新疆夜雨和昼雨的空间分布和长期变化

基于云南省1977—2017年124个测站逐小时降水资料,运用时空平均等统计方法,分析了云南地区夜雨率、夜雨频次和夜雨强度的基本气候特征。结果表明：（1）云南夜雨占日降水量的比例较大,各个季节大部分地区夜雨率均能超过50%,且具有显著的区域性差异。多年平均夜雨率逐候变化呈现复杂和特殊的三峰型变化。（2）云南夜雨年频次呈现东部和西部多,而中部少的特征。主要是因为春、冬季云南东部和西部受南支西风系统、昆明准静止锋及云南地形的共同影响,是典型夜雨高频区。（3）云南北部和南部边缘在全年多数时段为夜雨强度的大值区,而中部常年夜雨强度相对较弱。云南大部地区夏、秋季夜雨强度大于春、冬季,但云南西北部边缘夜雨强度春、冬季高于夏、秋季。

     

Hydro-geomorphic hazards and impact of man-made structures during the catastrophic flood of June 2000 in the Upper Guil catchment (Queyras, Southern French Alps)

The Guil River Valley (Queyras, Southern French Alps) is prone to catastrophic floods, as the long historical archives and Holocene sedimentary records demonstrate. In June 2000, the upper part of this valley was affected by a “30-year” recurrence interval (R.I.) flood. Although of lower magnitude and somewhat different nature from that of 1957 (>100-year R.I. flood), the 2000 event induced serious damage to infrastructure and buildings on the valley floor. Use of methods including high-resolution aerial photography, multi-date mapping, hydraulic calculations and field observations made possible the characterisation of the geomorphic impacts on the Guil River and its tributaries. The total rainfall (260 mm in four days) and maximum hourly intensity (17.3 mm h⁻¹), aggravated by pre-existing saturated soils, explain the immediate response of the fluvial system and the subsequent destabilisation of slopes. Abundant water and sediment supply (landsliding, bank erosion), particularly from small catchment basins cut into slaty, schist bedrock, resulted in destructive pulses of debris flow and hyperconcentrated flows. The specific stream power of the Guil and its tributaries was greater than the critical stream power, thus explaining the abundant sediment transport. The Guil discharge was estimated as 180 m³ s⁻¹ at Aiguilles, compared to the annual mean discharge of 6 m³ s⁻¹ and a June mean discharge of 18 m³ s⁻¹. The impacts on the Guil valley floor (flooding, aggradation, generalised bank erosion and changes in the river pattern) were widespread and locally influenced by variations in the floodplain slope and/or channel geometry. The stream partially reoccupied former channels abandoned or modified in their geometry by various structures built during the last four decades, as exemplified by the Aiguilles case study, where the worst damage took place. A comparative study of the geomorphic consequences of both the 1957 and 2000 floods shows that, despite their poor maintenance, the flood control structures built after the 1957 event were relatively efficient, in contrast to unprotected places. The comparison also demonstrates the role of land-use changes (conversion from traditional agro-pastoral life to a ski/hiking-based economy, construction of various structures) in reducing the Guil channel capacity and, more generally, in increasing the vulnerability of the human installations. The efficiency of the measures taken after the 2000 flood (narrowing and digging out of the channel) is also assessed. Final evaluation suggests that, in such high mountainous environments, there is a need to keep most of the 1957 flooded zone clear of buildings and other structures (aside from the existing villages and structures of particular economic interest), in order to enable the river to migrate freely and to adjust to exceptional hydro-geomorphic conditions without causing major damage.     

Rainfall interception of typical ecosystems in the Heihe River Basin: Based on high temporal resolution soil moisture data

Journal of Geographical Sciences - Rainfall interception is of great significance to the fully utilization of rainfall in water limited areas. Until now, studies on rainfall partitioning process of...     

沙丘不同部位土壤呼吸对人工降水的响应

 利用LI-8100土壤呼吸测量仪,对古尔班通古特沙漠南缘阜康北部地区沙丘不同部位（坡底、坡中、坡顶）的土壤呼吸速率进行了测量,探讨了沙丘不同部位土壤呼吸速率对降雨的响应,分析了土壤水分和土壤温度对土壤呼吸速率的影响。结果表明:①沙丘不同部位土壤呼吸速率的日变化呈“双峰曲线”,而增雨处理后,土壤呼吸速率的日变化曲线大部分转变为“单峰曲线”。②增雨处理增加了沙丘不同部位土壤呼吸速率的变化幅度、平均值和极差,推后了土壤呼吸速率最大值到来的时间。③土壤呼吸速率与土壤温度的相关性对降雨表现出积极的响应,降雨改变了土壤温度的日变化曲线类型,提高了土壤温度与土壤呼吸速率的相关系数。④非增雨处理时,沙丘坡底、坡中和坡顶的土壤呼吸速率与土壤水分的相关性系数均较高,而增雨处理后,土壤呼吸速率与土壤水分的相关系数有所下降,仅坡中的相关系数通过了α=0.01的显著性检验。