基于人工智能技术的热带气旋灾害评估方法研究:以广东省为例

基于历史观测资料,系统地研究了广东省热带气旋（tropical cyclone,TC）风雨及其带来的直接经济损失的空间分布特征。结果表明,粤西沿海地区受TC大风影响最为频繁,但TC经济灾损率和受灾频次在粤西和粤东较重。根据广东省TC风雨和直接经济损失的空间分布特征,将广东分为粤西、粤东、珠三角和粤北4个区域,进而利用演化建模方法建立了广东省各区域TC经济灾损率评估模型。该评估模型模拟的TC经济灾损率与实际值的相关系数达0.66以上,基于该模型对独立样本的预测检验结果与实际值的相关系数达到0.61以上（显著性水平a=0.05）。这表明,基于演化建模方法建立的广东省各区域评估模型在广东省TC灾害评估中有着潜在的应用价值。     

A way to synchronize models with seismic faults for earthquake forecasting: Insights from a simple stochastic model

Numerical models are starting to be used for determining the future behaviour of seismic faults and fault networks. Their final goal would be to forecast future large earthquakes. In order to use them for this task, it is necessary to synchronize each model with the current status of the actual fault or fault network it simulates (just as, for example, meteorologists synchronize their models with the atmosphere by incorporating current atmospheric data in them). However, lithospheric dynamics is largely unobservable: important parameters cannot (or can rarely) be measured in Nature. Earthquakes, though, provide indirect but measurable clues of the stress and strain status in the lithosphere, which should be helpful for the synchronization of the models.The rupture area is one of the measurable parameters of earthquakes. Here we explore how it can be used to at least synchronize fault models between themselves and forecast synthetic earthquakes. Our purpose here is to forecast synthetic earthquakes in a simple but stochastic (random) fault model. By imposing the rupture area of the synthetic earthquakes of this model on other models, the latter become partially synchronized with the first one. We use these partially synchronized models to successfully forecast most of the largest earthquakes generated by the first model. This forecasting strategy outperforms others that only take into account the earthquake series. Our results suggest that probably a good way to synchronize more detailed models with real faults is to force them to reproduce the sequence of previous earthquake ruptures on the faults. This hypothesis could be tested in the future with more detailed models and actual seismic data.     

辽宁省数字地震前兆观测资料评价及其应用

本文利用多种数学方法对“九五”期间辽宁省地震前兆台网数字化改造后的观测资料进行了分析处理,并对各测项数据进行了质量评价。分析认为,数字观测资料在精度,数据稳定性和可靠性等各方面均达到预报指标要求。     

基于“3S”技术的地质灾害监测预警系统在我国应用现状

中国具有地质构造复杂,地貌类型多样,山区面积比例高等特点。近年来,在全球气候变化背景下,大量重大工程建设、不合理的资源开发和人类活动,导致各类地质灾害频发,严重影响了民生改善和小康社会建设进程,为地质灾害风险管控带来了挑战。开展地质灾害监测预警研究,能够为灾害风险管控、监测预警、防治减灾工作提供重要的科学依据。本文由中国地质灾害监测预警研究入手,着重分析讨论了我国地质灾害发育概况、监测预警既有成果和研究现状。然后从地质灾害监测预警的主要内容、主要技术方法和主要监测预警模型的发展和现状三个方面,讨论了"3S"技术在地质灾害监测预警中的研究现状和实践应用;最后详细讨论了目前基于"3S"技术的地质灾害监测预警平台在三峡库区和国家防灾减灾工作中的应用情况。本文最终结论认为,"3S"技术的地质灾害监测预警系统在各行业防灾减灾工作中的应用已日趋成熟,未来的地质灾害监测预警系统将以"3S"技术为基础,集观测、研究、风险评估、预报预警、预防治理为一体,有机结合各相关学科和大数据、人工智能、互联网+技术,通过对地质灾害的过程进行仿真模拟,分析诱发灾害的因素和发生强度,提高地质灾害预报的时间、地点、发生强...     

大中小震与抗震设防标准

讨论二级抗震设计与超越概率标准、概率法与综合概率法给出的3个水平的地震动的关系. 通过危险性分析的实际例子,讨论了50年超越概率2%、10%和63%的地震动,即大震、中震和小震的相对大小关系,并提出抗震设防标准的确定方法.     

汶川大地震前宏观异常的现场调查

笔者对汶川大地震震区进行了20余天的现场调查, 主要围绕着极震区的汶川、 都江堰等市县镇村, 以及离开震中较远的宜宾、 高县的镇县、 乐山市、 广元市的苍溪等地区。 通过与灾区居民和村民的直接交谈、 实地考察与现象拍摄, 收集到震前宏观异常现象共约120余条, 包括电磁场、 地下流体、 地质异常、 动物、 人的感觉、 气象、 地声、 植物共计八类。 调查说明, 汶川大地震前确实存在一定数量和领域宽广的宏观异常现象, 其中的一些鲜为人知。 笔者认为专群结合、 群测群防是中国地震预报事业的不可缺少的重要环节, 对开拓专业研究的思路、 普及地震科学知识均有深远影响。 在地震预报难以解决的情况下, 应该考虑更为现实的技术途径和社会防范措施。     

2019年6月17日长宁MS6.0地震前后地壳振动异常分析

宽频带地震仪可以连续不断地记录地面振动信号,进而探索地壳振动的变化与地震前兆之间的物理关联性.选取2019年6月17日四川长宁Ms6.0地震前后的震中500km范围内15个宽频带地震仪的连续波形数据,通过傅里叶变换计算分析地震前后的地壳振动低频信号(8×10-5～2×10-4Hz)的振幅谱变化,并对低频信号源进行定位,...     

The Athens earthquake (7 September 1999): intensity distribution and controlling factors

The Athens earthquake, M_s=5.9, that occurred on 7th September 1999 with epicenter located at the southern flank of Mount Parnitha (Greece, Attiki) according to instrumental data, is attributed to the reactivation of an ESE–WNW south- dipping fault without surficial expression. The earthquake caused a large number of casualties and extensive damage within an extended area. Damage displayed significant differentiation from place to place, as well as a peculiar geographic distribution. Based on geological, tectonic and morphological characteristics of the affected area and on the elaboration of damage recordings for intensity evaluation, it can be safely suggested that intensity distribution was the result of the combination of a number of parameters both on macro and microscale. On the macroscale, the parameters are the strike of the seismogenic fault, seismic wave directivity effects and to an old NNE–SSW tectonic structure, and they are also responsible for the maximum intensity arrangement in two perpendicular directions ESE–WNW and NNE–SSW. On the microscale, site foundation formations, old tectonic structures buried under recent formations and morphology are the parameters that differentiated intensities within the affected area.     

中国省域尺度17部门资本存量的时空特征分析

随着灾害强度、频率以及承灾体暴露的增加,自然灾害造成的损失日益严重。资本存量作为承灾体的经济暴露指标之一,是灾害损失评估的前提和基础。针对目前中国缺乏省域尺度长时间序列的经济部门分类的资本存量数据基础,论文通过永续盘存法,建立了2003—2015年中国大陆31省17部门的资本存量数据库,并分析其时空特征。结果显示：① 全国总资本存量与灾害直接损失的年际变化均呈增加趋势。省域尺度上,通过相关性分析显示,在99%置信度水平上,两者呈显著正相关(r=0.3)。② 时间上,各省17部门资本存量基本也呈增加趋势,但增速不同。在各部门增速最快的省份中,黑龙江省的居民服务、修理和其他服务业增速最快,增长约454.3倍;其次是青海省的租赁和商务服务业(398.3倍)、江苏省的金融业(295.1倍)、安徽省的科学研究和技术服务业(125.1倍)等。③ 空间上,2015年各省17部门资本存量最多的前4个部门分别是房地产业,工业,交通运输、仓储和邮政业,水利、环境和公共设施管理业,占比均在60%以上;且这4个部门资本存量暴露最多的省份是江苏省和广东省。该结果有助于从时空角度了解各省各部门资本存量暴露情况,为各省灾害风险管理者的防灾减灾工作提供重要的参考价值。     

The down-faulted basin zone and high disaster risk zone in Shanxi Province, China

Introduction Since 1920s, with increasing awareness of disaster prevention and reduction in various as-pects and gradually deepened development of International Decade for Natural Disaster Reduction (IDNDR) activities in China, the role and position of disaster risk analysis and risk management work are increasingly prominent. In the final report of the IDNDR activities in 1999, the Science and Technology Committee of IDNDR had presented 5 challenge fields, which the international dis…