神经网络理论在河道洪水预报中的应用

本文将神经网络用于松花江干流河道汇流计算和河道洪峰水位的预报.对各种转移函数的效果进行了比较,线性函数和双正切函的精度较好超过传统的马斯京根法,其中线性转移函数最好,说明对于大江大河线性转移函数最好.由上游断面洪峰水位预报下游断面洪峰水位也取得了良好的效果.     

近50年来东莞气温年际变化的长期特征分析

运用福建省25个代表站汛期降水量资料，得到了能够反映全省旱涝状况指标，以此指标为预报量，运用相关分析和逐步回归分析方法，从前期海温场、大气环流场中选取了预报因子，并据此建立了福建汛期旱涝的多元线性回归和RBF神经网络预测模型。结果表明，RBF神经网络模型在历史样本拟合精度上、样本交叉检验和模型的实际预测能力上都明显优于传统的线性回归方法，该模型在实际预测中具有良好的应用能力和推广价值。     

长江流域“2017·07”暴雨洪水分析

2017年6月下旬至7月初,受持续强降雨影响,长江发生中游区域性大洪水。以实时报汛数据为基础,分析长江"2017·07"暴雨洪水特性,依据洪峰水位判断,强降雨导致洞庭湖水系湘江发生超历史最高水位特大洪水,资水、沅江发生超保证水位大洪水,洞庭湖超过保证水位;鄱阳湖水系乐安河上游发生超历史最高水位特大洪水,昌江、乐安河中下游、修水发生10a一遇较大洪水,鄱阳湖超过警戒水位;长江干流莲花塘以下江段全线超过警戒水位。在应对此次洪水过程中,长江上中游重点水库防洪效益十分明显,有效避免中游干流莲花塘至螺山江段超保,缩短洞庭湖城陵矶站超保时间6d左右。     

The 12–13 November 1999 flash flood in southern France

The flash flood that occurred on 12–13 November 1999 in meridional France is documented. This event caused 35 fatalities and severe damage to property as rainfall totals locally exceeded 550 mm in 24 h and 620 mm in 48 h.The main issue of the present study is to discuss how realistically the spatial and temporal rainfall distribution of this flash flood event can be represented with present state-of-the-art operational and research modeling frameworks. The predictability of the present event for different forecast ranges is investigated and sensitivity studies are conducted in order to discuss the influence of model physics (convection, microphysics), atmospheric moisture analysis and Mediterranean sea surface temperature forcing on the quality of the results. It is shown that the present event could be reasonably predicted on forecast ranges of 2–3 days as it was essentially determined by strong moisture advection from the Mediterranean coupled with frontal and orographical lifting. However, precipitation scores show significant sensitivity to both analysis errors and model physics.     

基于大数据的极端暴雨事件下城市道路交通及人群活动时空响应

随着全球气候变化加剧,极端降雨增多,暴雨内涝灾害频发,严重威胁城市的可持续发展。快速掌握暴雨给城市交通及人群的影响,有助于提高灾害应急管理水平和事件响应能力。利用实时动态的交通路况信息和手机定位请求数据,通过一种融合STL时序分解技术与极端学生化偏差统计检验的时间序列异常探测方法,监测和分析暴雨内涝灾害事件中,城市道路交通和人群活动的时空响应特征,并以2018年7月16日发生在北京的极端暴雨事件为例开展实证研究。研究结果显示,在降雨集中的早、晚高峰两个时段（8—9时、18—19时）,市区的拥堵道路数量超出往常水平最高可达150%,异常检测分析显示拥堵道路数量和交通拥堵指数均达到异常甚至极端水平。人群活动的异常响应分析结果显示,暴雨事件引起定位请求量异常升高、异常点增多,且异常点的空间分布与1 h前的降雨量分布存在较高相关性。以上结果不仅证明了大数据及异常检测方法对于快速洞察暴雨事件对城市交通及人群影响的有效性,也为城市暴雨内涝灾害的应急响应与管理提供了新的技术手段。     

泥浆在地层中的渗透特性试验研究

保持开挖孔（槽）的稳定性是泥浆在地下连续墙、钻孔灌注桩及泥水盾构工法等工程中最重要的作用,是通过泥浆在地层表面形成泥皮,使得泥浆压力平衡地层的土水压力实现的。其中,泥皮的形成是泥浆在地层中的渗透问题。为了探讨泥浆在地层中的渗透规律,采用多组性质不同的泥浆在多种渗透性不同的地层中开展泥浆在地层中的渗透试验,系统地展示了泥浆在地层中不同的渗透现象。渗透完成后泥浆颗粒在地层表面的堆积形态可以分为：泥皮型、泥皮+渗透带型、无泥皮或渗透带3种类型,并且泥浆在地层中的渗透曲线的类型与泥浆颗粒在地层表面的堆积形态的类型有一定的对应关系。泥浆在地层中的渗透试验过程中渗透流量的大小,不仅可以反映泥浆的渗透类型,还可以作为判断是否形成泥皮的标准。     

Temporal and spatial changes of dunes in the Changjiang (Yangtze) estuary,China

The response of subaqueous dunes to the variation of riverine sediment supply in an estuary is rarely reported. Five sets of field measurements of bed sediments and topography were made in the Changjiang estuary, China during dry and flood seasons for the past 9 years. Results show that dunes were mainly three-dimensional (3D) during flood seasons and two-dimensional (2D) dunes during dry seasons. Dunes were also much larger in flood seasons. Dunes mainly occurred within the main channels of the estuary although they extended 11.7 km seaward of their normal extent in the South Channel during dry seasons from 2002 to 2006. This extension of the dune field is likely due to a sharp decline of sediment discharge caused by large reservoirs such as Three Gorges.     

Study of the flood control scheduling scheme for the Three Gorges Reservoir in a catastrophic flood

The Three Gorges Project is the world's largest water conservancy project. According to the design standards for the 1,000‐year flood, flood diversion areas in the Jingjiang reach of the Yangtze River must be utilized to ensure the safety of the Jingjiang area and the city of Wuhan. However, once these areas are used, the economic and life loss in these areas may be very great. Therefore, it is vital to reduce this loss by developing a scheme that reduces the use of the flood diversion areas through flood regulation by the Three Gorges Reservoir (TGR), under the premise of ensuring the safety of the Three Gorges Dam. For a 1,000‐year flood on the basis of a highly destructive flood in 1954, this paper evaluates scheduling schemes in which flood diversion areas are or are not used. The schemes are simulated based on 2.5‐m resolution reservoir topography and an optimized model of dynamic capacity flood regulation. The simulation results show the following. (a) In accord with the normal flood‐control regulation discharge, the maximum water level above the dam should be not more than 175 m, which ensures the safety of the dam and reservoir area. However, it is necessary to utilize the flood diversion areas within the Jingjiang area, and flood discharge can reach 2.81 billion m³. (b) In the case of relying on the TGR to impound floodwaters independently rather than using the flood diversion areas, the maximum water level above the dam reaches 177.35 m, which is less than the flood check level of 180.4 m to ensure the safety of the Three Gorges Dam. The average increase of the TGR water level in the Chongqing area is not more than 0.11 m, which indicates no significant effect on the upstream reservoir area. Comparing the various scheduling schemes, when the flood diversion areas are not used, it is believed that the TGR can execute safe flood control for a 1,000‐year flood, thereby greatly reducing flood damage.     

太湖流域防洪工程建设及减灾对策

太湖流域是我国经济最发达的地区之一,近代几次大的洪涝灾害及其损失表明洪涝灾害是本区最主要的自然灾害。本文分析了近年来太湖流域水利工程建设的格局及其在防洪除涝过程中的作用,在总结以往治水的基础上,介绍了新形势下防洪水利工程和建设思路,提出流域减灾目标和应采取的减灾对策。