BASIN SCALE WATER MANAGEMENT AND FORECASTING USING ARTIFICIAL NEURAL NETWORKS1

ABSTRACT: Water scarcity in the Sevier River Basin in south‐central Utah has led water managers to seek advanced techniques for identifying optimal forecasting and management measures. To more efficiently use the limited quantity of water in the basin, better methods for control and forecasting are imperative. Basin scale management requires advanced forecasts of the availability of water. Information about long term water availability is important for decision making in terms of how much land to plant and what crops to grow; advanced daily predictions of streamflows and hydraulic characteristics of irrigation canals are of importance for managing water delivery and reservoir releases; and hourly forecasts of flows in tributary streams to account for diurnal fluctuations are vital to more precisely meet the day‐to‐day expectations of downstream farmers. A priori streamflow information and exogenous climate data have been used to predict future streamflows and required reservoir releases at different timescales. Data on snow water equivalent, sea surface temperatures, temperature, total solar radiation, and precipitation are fused by applying artificial neural networks to enhance long term and real time basin scale water management information. This approach has not previously been used in water resources management at the basin‐scale and could be valuable to water users in semi‐arid areas to more efficiently utilize and manage scarce water resources.     

政府调控、市场机制与城市发展

深入探究政府调控和市场机制对城市规模的影响有利于解决目前中国大城市人口快速膨胀,城市病频发,而中小城市发展潜力不足,对人口吸纳能力有限,城市发展规模存在两极分化的问题。从探究影响城市发展的因素入手,通过对不同地区和不同规模城市的面板数据回归分析,发现中国属于典型的"自上而下"的城市发展模式,尤其是城市科层制的层级结构直接决定了城市规模大小,政府财政分权行为更加剧了城市规模两极分化趋势。市场机制对城市规模具有一定的影响,但其作用方向和效果明显依赖于政府调控水平,且科层制的城市等级结构弱化了市场机制对城市规模影响效果的发挥。政府和市场机制对不同区域、不同规模城市的影响效应不同。市场机制在东部城市产生涓流效应,而在中西部则发挥着聚集极化作用。市场机制在特大和大城市已产生涓流效应,加之政府"抑大崇小"的城市发展战略使得这种效应愈加明显,中等城市则处于极化效应和涓流效应更替中,小城市则表现为更多的聚集极化效应。为形成大中小城市合理分工的城市体系,其关键在于正确处理政府调控和市场机制的关系。政府应指导城市发展方向,为其创造良好的宏观环境,市场则应在微观资源配置中起决定性作用。建议根据城市发展和市场经济需要,对现有的行政区划进行适时调整和变动。调整公共资源在特大及大中小城市传统分配政策,实现公共资源由按行政级别配置向按照人口规模配置转变。同时,建立跨区域的相应的协调机制,以市场力量突破行政界限探索城市健康发展。     

Effects of productivity on biodiversity in forest ecosystems across the United States and China

In the global campaign against biodiversity loss in forest ecosystems, land managers need to know the status of forest biodiversity, but practical guidelines for conserving biodiversity in forest management are lacking. A major obstacle is the incomplete understanding of the relationship between site primary productivity and plant diversity, due to insufficient ecosystem‐wide data, especially for taxonomically and structurally diverse forest ecosystems. We investigated the effects of site productivity (the site's inherent capacity to grow timber) on tree species richness across 19 types of forest ecosystems in North America and China through 3 ground‐sourced forest inventory data sets (U.S. Forest Inventory and Analysis, Cooperative Alaska Forest Inventory, and Chinese Forest Management Planning Inventory). All forest types conformed to a consistent and highly significant (P < 0.001) hump‐shaped unimodal relationship, of which the generalized coefficients of determination averaged 20.5% over all the forest types. That is, tree species richness first increased as productivity increased at a progressively slower rate, and, after reaching a maximum, richness started to decline. Our consistent findings suggest that forests of high productivity would sustain few species because they consist mostly of flat homogeneous areas lacking an environmental gradient along which a diversity of species with different habitats can coexist. The consistency of the productivity–biodiversity relationship among the 3 data sets we examined makes it possible to quantify the expected tree species richness that a forest stand is capable of sustaining, and a comparison between the actual species richness and the sustainable values can be useful in prioritizing conservation efforts.     

The Role of Disaggregation of Asset Values in Flood Loss Estimation: A Comparison of Different Modeling Approaches at the Mulde River,Germany

In loss estimation there is a spatial mismatch of hazard data that are commonly modeled on an explicit raster level and exposure data that are often available only for aggregated administrative units. Usually disaggregation methods that use ancillary information to distribute lumped exposure data in a finer spatial resolution help to bridge this gap. However, the actual influence of different mapping techniques and ancillary data on the final loss estimation has not been analyzed yet. In this paper three methods are applied to disaggregate residential building assets using two kinds of land use/land cover (LULC) data. The resulting disaggregated assets are validated and compared using census data of the residential building number on the community and constituency level. In addition, the disaggregated assets are taken to estimate residential building losses due to the flood in August 2002 in 21 municipalities on the River Mulde in Saxony, Germany. Losses are calculated with the help of four loss models. In general, disaggregation helps to decrease the error variance within the loss estimation. It must, however, be stated that the application of sophisticated disaggregation methods does not lead to significant improvements compared to the straightforward binary method. Therefore more effort should instead be put into the provision of high-resolution LULC data. Finally, the remaining uncertainties in loss estimation are high and demand further improvements in all modeling aspects.     

梁平县境内高滩河水质的空间分布及其对土地利用方式的响应

以梁平县境内高滩河流域为研究对象,综合应用GIS空间分析、Pearson相关分析和RDA冗余分析方法,研究在子流域尺度上COD、BOD5、氨氮和总磷4种水质要素对土地利用方式的生态响应。结果表明:高滩河流域土地利用类型对水质要素有着重要影响,林地能够改善河道水环境,旱地和城镇村和工矿用地是COD、BOD5和氨氮的主要污染来源,园地、交通运输用地以及水域对污染物的影响较弱,说明农业面源污染和农村居民生活污染是高滩河水质恶化的主要原因。     

餐厨垃圾处理厂规划用地控制标准研究

介绍了现有规范中餐厨垃圾处理厂用地标准,分析了现有标准中处理厂分类标准以及综合用地指标等方面存在的问题,结合现状全国餐厨垃圾处理厂建设情况对处理厂处理工艺进行了分析,并重点对影响处理厂用地面积的两个核心因素——设计规模和用地指标进行了研究,从而得出科学合理的处理厂规划用地控制标准.规划新增餐厨垃圾处理厂时应采用先进工艺(如厌氧&好氧协同工艺),经分析表明应依据实际情况并参考现有工程案例的分析结果确定设计规模和用地指标.     

一种厌氧微观定量研究新方法

厌氧消化由于低成本和能源回收等优点越来越引起广泛关注.为克服现有方法研究动态厌氧过程的不足,基于微反应器和定量图像分析技术开发出一种新型的污泥层面的微观定量方法.试验首次展示了静态下颗粒污泥产气的动态过程和特点.试验结果重复性好.静态产气可分为3个阶段,分别是高速线性增加阶段、减速增加阶段和低速线性增加阶段.初始有机负荷较高时,高速线性增加阶段比较长,产气速率也比较高.结果表明,微反应器中进行厌氧产甲烷过程是可行的,该方法可靠,能够在微观层面直观地展示厌氧反应的动态过程,研究结果有利于增进对厌氧过程理解.     

自然灾害脆弱性研究进展

自然灾害风险研究是当今国际社会、学术界普遍关注的热点问题。本文在回顾国内外自然灾害脆弱性研究发展的基础上,阐述了自然灾害脆弱性的基本内涵,通过对国内外自然灾害脆弱性研究尺度、评价模型、评估方法等方面进行对比,指出国内自然灾害脆弱性研究存在的问题。同时指出未来自然灾害脆弱性研究的发展趋势应加强对人-地耦合系统的脆弱性研究,以及对其内在形成机制和发生演变规律的研究。自然灾害脆弱性研究是涉及多学科、多领域的复杂研究课题,并且呈现出多学科交融的趋势,需要综合考虑自然和社会双重因素的影响。     

工业循环冷却水系统阻垢剂研究进展

本文简介了循环冷却水系统的应用现状和面临的问题．同时论述了冷却水系统结垢的成因和阻垢的机理,并介绍了阻垢剂的发展历程、研究进展及其特点。最后总结概括了未来阻垢剂的发展趋势。     

农村环境安全评价体系研究

农村环境安全是近年来国内研究的一个新领域,研究成果对我国新农村建设具有重要的指导意义.本文在小尺度水平上,建立了农村环境安全评价体系.采用由大到小、由点到面、逐层分解的方法,把整个评价体系分3个层次,21个具体指标,强调人口素质与人均耕地2个基本要素,突出有机固体废物资源化水平和经济发展水平对农村环境安全的影响.建立的农村环境安全评价体系具有层次简单、数据容易获得、运算方便、评价结果合理等特点.