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81.
The Role of Disaggregation of Asset Values in Flood Loss Estimation: A Comparison of Different Modeling Approaches at the Mulde River,Germany 总被引:3,自引:0,他引:3
Anja Wünsch Ulrich Herrmann Heidi Kreibich Annegret H. Thieken 《Environmental management》2009,44(3):524-541
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. 相似文献
82.
JOSEPH D. WHITE KEVIN J. GUTZWILLER WYLIE C. BARROW LORI JOHNSON‐RANDALL LISA ZYGO PAMELA SWINT 《Conservation biology》2011,25(3):536-546
Abstract: Avian conservation efforts must account for changes in vegetation composition and structure associated with climate change. We modeled vegetation change and the probability of occurrence of birds to project changes in winter bird distributions associated with climate change and fire management in the northern Chihuahuan Desert (southwestern U.S.A.). We simulated vegetation change in a process‐based model (Landscape and Fire Simulator) in which anticipated climate change was associated with doubling of current atmospheric carbon dioxide over the next 50 years. We estimated the relative probability of bird occurrence on the basis of statistical models derived from field observations of birds and data on vegetation type, topography, and roads. We selected 3 focal species, Scaled Quail (Callipepla squamata), Loggerhead Shrike (Lanius ludovicianus), and Rock Wren (Salpinctes obsoletus), that had a range of probabilities of occurrence for our study area. Our simulations projected increases in relative probability of bird occurrence in shrubland and decreases in grassland and Yucca spp. and ocotillo (Fouquieria splendens) vegetation. Generally, the relative probability of occurrence of all 3 species was highest in shrubland because leaf‐area index values were lower in shrubland. This high probability of occurrence likely is related to the species’ use of open vegetation for foraging. Fire suppression had little effect on projected vegetation composition because as climate changed there was less fuel and burned area. Our results show that if future water limits on plant type are considered, models that incorporate spatial data may suggest how and where different species of birds may respond to vegetation changes. 相似文献
83.
Perfluorooctane sulfonate(PFOS) has attracted increasing concern in recent years due to its world-wide distribution, persistence, bioaccumulation and potential toxicity. The influence of sorbent properties on the adsorptive elimination of PFOS from wastewater by activated carbons, polymer adsorbents and anion exchange resins was investigated with regard to their isotherms and kinetics. The batch and column tests were combined with physicochemical characterization methods, e.g., N_2 physisorption, mercury porosimetry, infrared spectroscopy, differential scanning calorimetry, titrations, as well as modeling. Sorption kinetics was successfully modelled applying the linear driving force(LDF) approach for surface diffusion after introducing a load dependency of the mass transfer coefficient βs.The big difference in the initial mass transfer coefficient βs,0, when non-functionalized adsorbents and ion-exchange resins are compared, suggests that the presence of functional groups impedes the intraparticle mass transport. The more functional groups a resin possesses and the longer the alkyl moieties are the bigger is the decrease in sorption rate.But the selectivity for PFOS sorption is increasing when the character of the functional groups becomes more hydrophobic. Accordingly, ion exchange and hydrophobic interaction were found to be involved in the sorption processes on resins, while PFOS is only physisorptively bound to activated carbons and polymer adsorbents. In agreement with the different adsorption mechanisms, resins possess higher total sorption capacities than adsorbents. Hence, the latter ones are rendered more effective in PFOS elimination at concentrations in the low μg/L range, due to a less pronounced convex curvature of the sorption isotherm in this concentration range. 相似文献
84.
近年来,燃煤电厂烟塔合一烟气排烟对近距离环境影响的不确定性,使其在国内的推广过程受到一定限制。准确判断烟塔合一排烟的环境影响,对于我国现有燃煤电厂烟气污染物的排放有着巨大的工程价值和明显的现实意义。利用国家环境保护某重点实验室中风洞试验平台,对燃煤电厂烟塔合一烟气污染物在近距离的扩散和传输行为,进行物理风洞试验以及数值模拟计算,并进行对比分析。结果表明:德国Austal2000模式的浓度预测并不精确;数值风洞也有其差异性,而物理风洞的结果在很大程度上符合现有的理论及国内工程实际。 相似文献
85.
研究城市化、工业化和区域经济一体化进程的不断加快,对城市大气环境的影响是当前大气环境领域研究的热点问题。在此过程中,利用空气质量模型模拟系统研究大气环境污染问题成为大气环境研究中不可缺少的组成部分。在当前空气污染复杂的形势下,针对城市大气环境中臭氧的浓度尚未有效的控制措施。研究主要利用Models-3/CMAQ空气质量模式对成都市臭氧浓度数值通过不同的控制情景进行模拟,揭示城市大气中臭氧浓度控制的困难与挑战,并尝试性提出今后的研究方向,以期为控制城市大气中臭氧浓度提供建议。 相似文献
86.
87.
CGS(CO2地质储存)是CO2减排的重要手段之一,天然裂隙的存在则是CGS的潜在风险.CO2地质储存过程中储层上覆盖层及其浅部含水层是防止CO2泄漏的天然屏障,为了探究深部咸水层中CO2沿断层的泄漏过程并获得断层渗透率及储层中超临界CO2流体初始条件(初始饱和度、初始泄漏压力)对CO2沿断层泄漏速率和泄漏量的影响程度,依据鄂尔多斯CO2灌注工程示范区资料,使用多相、多组分溶质运移数值模拟软件TOUGH2建立了2D概念模型.结果表明,深部咸水层中的CO2在压力差和浓度差的作用下沿断层发生泄漏,到达浅部含水层后开始发生侧向运移,100 a内运移了约200 m的水平距离;由于浮力的作用,CO2集中在含水层顶板处,有效地防止了CO2向外泄漏.影响因素分析表明,100 a内断层渗透性能为低渗、中渗和高渗条件时,CO2累积泄漏量分别为0、1 050和3 000 t;CO2初始饱和度分别为0.20、0.50和0.99时,CO2累积泄漏量分别为550、1 050和1 650 t;初始泄漏压力分别为17.3、17.6和18.1 MPa时,CO2累积泄漏量则分别为900、1 050和1 400 t.除此之外,断层渗透性、CO2初始气体饱和度和初始泄漏压力对CO2泄漏的影响还体现在泄漏发生时间和平均泄漏速率上.研究显示,各因素对CO2沿断层泄漏过程的影响程度表现为断层渗透性能> CO2初始饱和度> CO2初始泄漏压力. 相似文献
88.
介绍了海杂波统计特性建模的幅度特性、多普勒谱及空间相关这三个方面的研究状况,对各种建模的思路和模型效果进行了对比总结。对于幅度均值已有多个较为成熟的模型,但适用范围不同,结果差异也很大。幅度分布建模重点解决拖尾问题,复合建模是趋势。除平均谱外,开始研究短时多普勒谱。空间相关性建模主要建立空间相关长度与雷达及海洋参数间的联系,但是研究还不够全面。总的来看,已由单纯经验建模发展为力图在机理研究指导下有一定物理意义的建模。尽管海杂波建模效果愈来愈接近实际,但建模依然存在诸多问题。 相似文献
89.
We have studied the integrated model of reaction rate equations with thermal energy balance in aerobic bioreactor for food waste decomposition and showed that the integrated model has the capability both of monitoring microbial activity in real time and of analyzing biodegradation kinetics and thermal-hydrodynamic properties. On the other hand, concerning microbial metabolism, it was known that balancing catabolic reactions with anabolic reactions in terms of energy and electron flow provides stoichiometric metabolic reactions and enables the estimation of microbial biomass yield (stoichiometric reaction model). We have studied a method for estimating real-time microbial biomass yield in the bioreactor during food waste decomposition by combining the integrated model with the stoichiometric reaction model. As a result, it was found that the time course of microbial biomass yield in the bioreactor during decomposition can be evaluated using the operational data of the bioreactor (weight of input food waste and bed temperature) by the combined model. The combined model can be applied to manage a food waste decomposition not only for controlling system operation to keep microbial activity stable, but also for producing value–added products such as compost on optimum condition. 相似文献
90.
WAHMO model was used to simulate the distribution of pollutants in Dalian Bay, China as to predict well as the growth and control of alga. The observed and predicted values of main pollutants showed a good trend at all study locations and the different between them can be ignored. Simulation results illustrated that phosphate was one of limited factors to control algal growth at the location near the sewage outfall, meanwhile, away from the sewage outfall, the synergy of ammonium nitrogen and phosphate was the limited factor. 相似文献