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人工神经网络在天津市区地面沉降预测中的应用   总被引:8,自引:1,他引:8  
李涛  潘云  娄华君  李波  王宏  邹立芝 《地质通报》2005,24(7):677-681
在分析天津市区地面沉降特点的基础上,结合人工神经网络原理,选择1961-1980年的天津市区降水量、地下水开采量、前年沉降量、固结度作为训练样本的输入量,以这20年的地面沉降量作为输出量,用贝叶斯正则化算法训练BP网络,得到沉降的仿真模型。并把1981-1993年的资料用来进行预测检验,结果表明这是一种比较理想的地面沉降预测方法。最后在不同的降水量保证率下,预测了到2010年天津市区地面沉降的情况。  相似文献   
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随着21世纪人类城市化建设的发展,城市环境地质研究成为水工环地质研究领域的一个重要组成部分,城市建设中的最主要问题是水资源问题和环境地质问题。城市水资源问题有:城市后备水源地的研究,以及应急水资源地和地下水库的研究。城市环境地质问题主要包括:(1)围绕城市建设和发展的一般性资源、地质环境问题;(2)城市地质作用产生的地质环境问题;(3)城市人口密集区及工业区的土壤和水体有机污染问题。解决城市环境地质问题的关键是对地下空间地层岩性及构造条件的研究,通过这些基础条件研究分析城市地质环境和地下水资源问题。可视化研究技术通过对城市地质体在地下空间的相对位置、形态、物化特征等三维构模处理,使这些城市赖以存在的地质基础条件可为非专业的决策层所理解,并在城市发展的规划中体现这些大自然所赋予人类的地下空间资源的价值。应用三维可视化技术对城市环境地质研究是一个全新的研究领域,目前尚没有系统完整的应用先例。三维可视化技术将在城市化环境地质研究中,开拓一个崭新的环境地质研究时代,成为城市环境地质研究的发展方向。  相似文献   
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The extraordinary SN 1997cy associated with GRB 970514 has been observed photometrically and spectroscopically for nearly 2 yr. At the time of discovery, SN 1997cy was the brightest supernova (SN) ever observed (MV相似文献   
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Oil spills are a global concern due to their environmental and economical impact. Various commercial systems have been developed to control these spills, including the use of fibers as sorbents. This research investigates the use of various vegetable fibers, namely mixed leaves residues, mixed sawdust, sisal (Agave sisalana), coir fiber (Cocos nucifera), sponge-gourd (Luffa cylindrica) and silk-floss as sorbent materials of crude oil. Sorption tests with crude oil were conducted in deionized and marine water media, with and without agitation. Water uptake by the fibers was investigated by tests in dry conditions and distillation of the impregnated sorbent. The silk-floss fiber showed a very high degree of hydrophobicity and oil sorption capacity of approximately 85goil/g sorbent (in 24hours). Specific gravity measurements and buoyancy tests were also used to evaluate the suitability of these fibers for the intended application.  相似文献   
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The temperate near-shore reefs of southern Australasia possess diverse assemblages of brown algal macrophytes which underpin major grazing and detrital food chains in medium to high energy coastal habitats. These ‘kelp' communities are at risk from effluent discharge with documented decline of macrophyte stands in areas subject to outfall. Recent studies utilising reproductive endpoints of several Australian species in ecotoxicological assays have highlighted their sensitivity to pollution. Results indicate an acceptable degree of reproducibility for assays with variation in response between taxa presumably related to differing habitat requirements and potential for stress resulting from toxicant/pollution exposure. Species studied are drawn from the orders Laminariales and Fucales, with the latter in particular offering substantial scope for further investigation. The greatest diversity of fucoid algae is found in south-eastern Australia and closely related taxa occur in similar latitudes in both the southern and northern hemispheres. The broad distribution of taxa from both taxonomic groups enables ready comparison of assays from disparate locations and offers the potential for simple, routine toxicological testing and habitat monitoring across broad geographic ranges.  相似文献   
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Brown seaweeds are often employed in single species toxicity testing to study the association between the pollutant and the biota in contaminated marine habitats. We have used Fucus serratus (Phaeophyta) from one Cu resistant and one non-resistant population to evaluate the effect of prior exposure to metal pollution on toxicological endpoints. Analysis of comparative toxicity was conducted for embryo rhizoid elongation and adult relative growth rate (RGR). Algae that had previously been exposed to Cu expressed consistently lower levels of sensitivity to Cu than those that had no history of exposure to the pollutant. For both non-resistant and resistant populations rhizoid length was a more sensitive endpoint than adult RGR. While early life history stages of brown algae are generally regarded as being pollution-sensitive and inhibition of spore and embryo rhizoid elongation is frequently used as endpoints in bioassays, the test results may be affected by prior exposure of the parent algae to the pollutant. We conclude that the effect of prior exposure should be considered when comparing endpoints between studies and when selecting material for future testing.  相似文献   
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