基于GIS的溢油污染对海洋生物资源损害评估研究
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
定量化评估溢油污染对海洋生物资源的损害程度一直是国内外溢油污染案件赔偿过程中亟待解决的科学难题。本文在总结分析我国溢油污染生态损害索赔,海洋溢油生态损害评估技术和生物资源定量化评估方法的研究和应用现状的基础上,以建立溢油污染对海洋生物资源损害数值评估模式为主线,对其主要组成部分海上溢油行为归宿模型、油污染海洋生物暴露影响模型、溢油污染生物资源损害评估系统开发与应用等内容展开研究。主要研究内容及成果概述如下:
     1.通过模拟污染物的迁移转化及其对暴露生物的损害过程,提出溢油污染生物资源损害的数值评估模式:在污染事故现场监测数据的基础上,首先通过潮流数值模型和溢油行为归宿模型获得海上溢油污染的时空分布,然后利用生物暴露模型和急性毒性模型模拟不同类型海洋生物的活动方式以及暴露于油污染时的急性毒性效应,最后得到溢油污染对海洋生物资源的损害评估结果。
     2.应用“油粒子”理论建立三维溢油行为归宿模型(OSTFM),用于模拟溢油在海洋环境中的时空动态分布:包括适用于近岸海区的三维潮流模型;能够模拟固定点源瞬时泄露、固定点源连续泄露、移动点源连续泄露以及多个点源连续泄露等溢油泄露模式,以及模拟溢油的漂移、扩散、蒸发、乳化、溶解、分散、密度和粘度变化等运动和风化过程;采用可动态调整的计算网格和“粒子—浓度”转换方法计算水中石油烃浓度场。
     3.通过对油污染生物急性毒性试验数据的统计回归,建立能够反映溢油污染和海洋生物“时间—浓度—效应”相互关系的生物急性毒性模型(OSATM),可用于计算实际溢油事故污染对海洋生物的损害程度,并初步建立海洋生物毒理数据库。应用拉格朗日原理建立溢油污染生物暴露模型(OSBEM):采用拉格朗日“生物粒子”来表示浮游生物、海洋鱼类和底栖生物,通过追踪每个“生物粒子”在油污染环境中的行动方式,并记录其暴露时间和暴露浓度,结合生物急性毒性模型来推算其受损程度;根据海鸟、海洋哺乳动物等野生动物被一定厚度的油膜粘住后致死的概率,来估算其死亡损害程度。
     4.提出应用COM组件技术开发溢油模型控件(OSMAC),实现海洋动力、溢油行为动态以及生物影响等数值模型的计算核心、数据管理及可视化功能的有机组成。通过基于组件的高效集成方案,综合应用地理信息系统技术、组件开发技术以及数值模拟技术,在面向对象集成开发平台Visual C++支持下,设计和开发基于GIS的溢油污染生物资源损害评估软件系统(OILASSESS),实现了GIS应用功能,以及海区潮流模拟、溢油行为动态模拟、溢油事故生物资源损害评估等专业应用功能。
     5.应用本文提出的损害评估模式评估大连湾的“阳澄湖”轮和“阿提哥”轮两起溢油事故对海洋生物资源的共同损害影响,以及评估大连湾的“千岛油1”溢油事故对海洋生物资源的损害影响。两个评估案例的溢油污染范围模拟结果与实际调查、监测结果吻合较好。通过与海洋渔业部门的“专家评估方法”估算结果的比较分析,表明本文数值评估模式得到的生物资源损害程度评估结果更为客观合理。
     由于我国目前仍缺乏能够有效应用于溢油污染事故生态损害索赔的定量化评估技术,本文的研究可为完善和提高我国海洋溢油事故生态损害评估技术方法提供理论参考和实践经验。
Quantitative assessment of the marine biological resource damages resulting from oil spill accidents, which also plays a prior role in the process of claiming maritime arbitrations and compensations, has taken involving efforts of the scientists of the field. Throughout the overview of marine oil spill compensation in China, and analysis the state-of-the-art of research and application of the marine ecology damage assessment techniques and methods, This paper, taking the establishment of a framework which assesses the biological resources damages resulting from marine oil spill using numerical modeling, focusing on the development and application of numerical assessment models and software system. The major contents and significant results have been achieved are as follow:
     1. A computer assessment scheme for biological damages resulting from oil spill in marine environment was proposed. Based on the investigating or monitoring data and related information of the accident, the tidal current simulation module and the oil spill transport and fate model provide sufficiently accurate predictions, such as hydrodynamic environment and the spatiotemporal distribution of the spilled oil, to achieve the requirement of the biological exposure module and acute toxicity module. The latter two modules are used to simulate the response of different marine species under such an environment, as well as the acute toxicity effects of the spilled oil acting on them, and caluate quantitatively the marine biological damage.
     2. A three-dimensional oil spill trajectory and fate model (OSTFM) was developed. The model can simulate instant or continual release from one spill site, and continuous release from moving spill site or mutitiple spill sites by using Langrange particle tracking method. The model can also simulate the transport and weathering processes of spilled oil such as evaporation, emulsification, dispersion, dissolution and so on, and the spatiotemporal distribution of spilled oil on the sea surface and in the water column.
     3. An oil spill biological acute toxicity model (OSATM), which can predict the time-concentration-effect relationship between oil pollutant and marine organism, was developed based on the statistic and regression of the acute toxicity test data. To provide the basical data for numerical modeling and actual oil spill accident assessment, the oil toxicity database was also prelininary built based on two types of datasets, i.e. the toxicity data from the acute toxicity tests of different marine organisms carried out in our labrotary, and the toxicity data recorded in the literatures.
     An oil spill biological exposure model (OSBEM) was subsequently developed. The marine orgranisms, including plantonic, marine fishes and benthos, are represented by a large number of Langrange particles respectively. The exposure time and concentration of each particle will be recorded during the simulation of tracking its movement in the polluted environment. The biomass losses of the marine organisms are calculated by the OSATM model. As for the marine wildlife (sea birds and marine mammals), the killed percentages are calculated based on the probability of being oiled by the surface oil slicks which exceeding a threshold thickness.
     4. An oil spill model activex control (OSMAC), which integrates the numerical assessment models and data management and visualization, was developed with the COM component technique. On the basis of the OSMAC, the marine oil spill biological resource damage assessment system (OILASSESS) was designed and developed using Visual C++, GIS technology, component technique and numerical simulation technology. The model system not only has the basic GIS functions, but also the functions of tidal current simulation, oil spill transport and fate prediction, and biological resource damage assessment caused by oil spill accidents.
     5. The OILASSESS model system was used to assess the biological resource damage assessment caused by oil spill accidents. In the two cases study, i.e. Yangchenghu spill accident and Arteage spill accident as the first case, and the Qiandaoyou1 spill accident as the second case, the surface oil slicks and subsurface oil concentrations simulation results are in good agreement with field investigation and observation data, the biological resource damage assessment results are proved more objective and reasonable than that of the expert evaluation method. The applications show that the model system is an effective tool for marine oil spill ecology damage assessment.
     Lacking of effective quantitative assessment techniques for marine oil spill accidents ecology damage compensation inland, the research of this paper provides valuable theory references and experiences in perfecting and improving the assessment techniques for the marine ecological damage assessment.
引文
[1]中国人民共和国海事局.溢油应急培训教程.北京:人民交通出版社,2004.
    [2]http://news.xinhuanet.com/fortune/2008-03/02/content_7699408.htm
    [3]http://china.shipe.cn/info/121028/index.shtml
    [4]劳辉.最近29年我国沿海船舶、码头溢油50吨以上事故统计.交通环保,2003,(6):46.
    [5]宋家慧.防止船舶污染海洋环境“防、救、赔”系统工程.大连:大连海事大学出版社,2006.
    [6]沈国英,施并章.海洋生态学.北京:科学出版社,2002.
    [7]赵冬至,张存智,徐恒振,等.海洋溢油灾害应急响应技术研究.北京:海洋出版社,2006.
    [8]田立杰,张瑞安.海洋油污染对海洋生态环境的影响.海洋湖沼通报,1999,(2):65-68.
    [9]高振会,杨建强,崔文林,等.海洋溢油对环境与生态损害评估技术及应用.北京:海洋出版社,2005.
    [10]浦宝康.关于油污染造成自然资源受损的评估.交通环保。2002,23(5):24-26.
    [11]纪大伟,杨建强,高振会,等.海洋溢油生态损害评估研究进展.水道港口.2006,27(2):115-119.
    [12]周竹军,殷佩海.船舶溢油损害评估与索赔的现状与发展浅谈.世界海运,1999,(1):8-9.
    [13]NOAA.Natural Damage Assessment Guidance Document:Scaling Compensatory Restoration Actions(Oil Pollution Act of 1990).Damage Assessment and Restoration Program,National Oceanic and Atmospheric Administration.Silver Spring,MD.1997.
    [14]NOAA.Habitat Equivalency Analysis:An Overview.NOAA Damage Assessment and Restoration Program,National Oceanic and Atmospheric Administration,Silver Spring,MD.2000.
    [15]Dunford R W,Ginn T C,Desvousges W H.The use of habitat equivalency analysis in natural resource damage assessments.Ecological Economics,2004,48(1):49-70.
    [16]熊德琪,殷佩海,严世强,等.海上船舶溢油事故损害赔偿微机化评估系统的研究.大连海事大学学报,2000,26(1):37-41.
    [17]熊德琪,殷佩海,冯晓东,等.船舶油污损害赔偿评估的模糊类比分析法.中国航海.2000,(1):22-27.
    [18]朱鸣鹤,熊德琪,殷佩海.影响船舶油污事故损害与赔偿各因素的模糊层次分析法.交通环保.2001,22(2):11-13.
    [19]朱鸣鹤.船舶油污损害赔偿评估的模糊神经网络方法.中国航海学会船舶机电专业委员会2000年度学术报告会.2000:185-191.
    [20]王瑞军.大连湾船舶溢油损害评估及索赔系统:(硕士学位论文).大连:大连海事大学,2001.
    [21]李亚楠,张燕,马成东.我国海洋灾害经济损失评估模型研究.海洋环境科学,2000,19(3):60-63.
    [22]乔冰.海上溢油事故生态系统影响模型研究:(博士学位论文).北京:北京大学,2000.
    [23]乔冰.船舶污染损害赔偿指标体系及其评估方法的探讨.中国航海学会船舶防污染高新技术与区域合作研讨会。2003:20-26.
    [24]中国农业部.水域污染事故渔业损失计算方法规定.1996-10-08.
    [25]中国海洋局.海洋溢油生态损害评估技术导则(HY/T 095-2007).2007-04-09.
    [26]刘松树.海上船舶油污损害赔偿评估方法与应用研究:(硕士学位论文).大连:大连海事大学,2001.
    [27]陈刚.溢油污染对渔业资源的损害评估研究:(硕士学位论文).大连:大连海事大学,2001.
    [28]陈爱国,周竹军.我国船舶溢油损害评估技术的探讨.广州航海高等专科学校学报,2001,17(2):13-16.
    [29]Reed Mark.h Fishery-Oil spill interaction model:Formulation and application (博士学位论文).Rhode Island USA:University of Rhode Island,1980.
    [30]Spaulding M L,Saila S B,Lorda E,et al.Oil spill fishery interaction modelling:Application to selected Georges Bank fish species.Estuarine,Coastal and Shelf Science,1983,16:511-541.
    [31]Spaulding M L,Reed M,Anderson E,et al.Oil spill fishery impact assessment model:Sensitivity to spill location and timing.Estuarine,Coastal and Shelf Science, 1985, 20: 41-53. [32] French D P, Reed M, Rines H, et al. The CERCLA Type A Natural Resource Damage Assessment Model for Costal and Marine Environments. Narragansett USA: Applied Science Associates Inc, 1992.
    [33] French D P. Evolution of oil trajectory, fate and impact assessment models. Oil and hydrocarbon spills, modeling, analysis and control. 1998, 76-86.
    [34] Ofiara D D. Natural resource damage assessments in the United States rules and procedures for compensation from spills of hazardous substances and oil in waterways under US jurisdiction. Marine Pollution Bulletin. 2002, (44): 96-110.
    [35] French D P. Development and application of damage assessment modeling: example assessment for the North Cape oil spill. Marine Pollution Bulletin, 2003, (47):341-359.
    [36] French D P, Rowe J J, Whittier N, et al. Estimation of potential impacts and natural resource damages of oil. Journal of Hazardous Materials, 2004, (107):11-25.
    [37] French-McCay D P. Evaluation of the consequences of various response options using modeling of fate, effects and NRDA costs of oil sills into Washington waters.International Oil Spill Conference, 2005: 11290-11294.
    [38] Jeansonne, James H, Moore, et al. Conducting a Natural Resource Damage Assessment (NRDA) for sea turtle injury resulting from an oil spill near fort Lauderdale,FL. International Oil Spill Conference, 2005: 11284-11288.
    [39] Michel J. Natural resource damage assessment of the Amazons Venture oil spill.International Oil Spill Conference, 2005: 5013.
    [40] Helton D, Lawson D, McHugh M. Natural resource damage assessment of the Presidente Rivera oil spill, Delavare River. International Oil Spill Conference, 2005:5015-5017.
    [41] Fishel M, Robilliard G A. Natural resource damage assessment of the shell oil spill at Martinez, California. International Oil Spill Conference, 2005: 7535.
    [42]Michael J F,Venkat S K,Lavinia M O.Oil spill water column modeling for aquatic injury assessment-refinements for assessing oil toxicity.International Oil Spill Conference,2003:1-7.
    [43]Fay J A.Physical processes in the spread of oil on a water surface.Proceedings of the Joint Conference on Prevention and Control of Oil Spills,American Petroleum Institute,Washington,D.C.1971:463-467.
    [44]Stiver W,Mackay D.Evaporation rate of spills of hydrocarbon and petroleum mixtures.Environmental Science and Technology,1984,(18):834-840.
    [45]Elliot,A.,N.Hurford,and C.Penn.Shear diffusion and the spreading of oil slicks.Marine Pollution Bulletin,1986,17(7):308-313.
    [46]William Lehr,Robert J,Mary E,et al.Revisions of the ADIOS oil spill model.Environmental Modeling & Software.2002,(17):191-199.
    [47]Mark Reed,Deborah French,Henry Rines.A three-dimensional oil and chemical spill model for environmental impact assessment.International Oil Spill Conference,1995:61-67.
    [48]郑连远,孙英兰,王学昌.三维溢油预报模型.青岛海洋大学学报,1994,(S1):6-12.
    [49]张存智,窦振兴,韩康,等.三维溢油动态预报模式.海洋环境科学,1997,16(1):22-29.
    [50]娄安刚,吴德星,王学昌,等.三维海洋溢油预测模型的建立.青岛海洋大学学报,2001,31(4):473-479.
    [51]娄安刚,王学昌,孙长青,等.胶州湾海面溢油轨迹的数值模拟.黄渤海海洋.2001,19(1):1-8.
    [52]刘彦呈,殷佩海,林建国,等.基于GIS的海上溢油扩散和漂移的预测研究.大连海事大学学报,2002,28(3):41-44.
    [53]Qiao Sing.Oil spill model development and application for emergency response system.Journal of Environmental Science,2001,13(2):252-256.
    [54]Wang S D,Shen Y M,Zheng Y H.Two-dimensional numerical simulation for transport and fate of oil spills in seas.Ocean Engineering,2005,(32):1556-1571.
    [55]Blumberg A F,Mellor G L,A Description of a Three-Dimensional Coastal Ocean Circulation Model,in Three-Dimensional Coastal Ocean Models,N Heaps,ed.,American Geophysical Union,Washington,DC,1987:1-16.
    [56]韩康,张存智,张砚峰,等.大连湾及附近海域潮流场数值模拟.海洋通报,1994,13(4):20-25.
    [57]雷孝平,朱国林,陆凤桐,等.大连湾潮流和潮位的数值计算.大连海事大学学报,1998,24(3):40-44.
    [58]李庆红,赵军方,张永刚.大连附近海域潮汐潮流的三维数值模拟.海洋测绘,2003,23(2):48-52.
    [59]吴冠,张波,张砚峰,等.溢油应急系统中的潮流快速预报.海洋环境科学,1997,16(1):42-44.
    [60]严世强,王辉,熊德琪,等.基于GIS的溢油应急信息系统潮流快速预报及其应用研究.浙江海洋学院学报(自然科学版),2005,24(1):1-8.
    [61]Lehr W J.A new technique to estimate initial spill size using a modified Fay-type spreading formula.Marine Pollution Bullet,1984,(15):326-329.
    [62]Ichiye T.Upper ocean boundary-layer flow determined by dye diffusion.Physics of Fluids Supplementation,1967,(S10):270-277.
    [63]Jones R K.A simplified pseudo-component oil evaporation model.Proceedings of the 20thArctic and Marine Oilspill Program(AMOP) Technical Seminar,Environment Canada,Emergencies Science Division,Ottawa,Canada,1997,43-61.
    [64]Aamo O M,Reed M,Downing K.Oil Spill Contingency and Response(OSCAR) model system:sensitivity studies.International Oil Spill Conference,1997:429-438.
    [65]Delvigne G A,Sweeney CE.Natural Dispersion of Oil.Oil and Chemical Pollution.1988,(4):281-310.
    [66]Reed M.Technical Description and Verification Tests of OSCAR2000,A Multi-Component 3-Dimensional Oil Spill Contingency and Response Model.2001.
    [67]Gundlach E R.Oil holding capacities and removal coefficients from different shoreline types to computer simulates spills in coastal waters.Proceedings of the 1987 Oil Spill Conference,American Petroleum Institute,Washington,D.C.,1987:451-457.
    [68]Reed M,Gundlach E,Kana T.A coastal zone oil spill model:development and sensitivity studies.Oil and chemical pollution,1989,(5):451-476.
    [69]朱国林.大连湾易溶保守液体化学品污染扩散的数值计算:(硕士学位论文).大连:大连海事大学,1998.
    [70]Xiaobo Chao,N Jothi Shankar,Hin Fatt Cheong.Two-and three-dimensional oil spill model for coastal waters.Ocean Engineering.2001,(28):1557-1573.
    [71]于海亮.基于POM模型的海上液体化学品溢漏的三维污染扩散预测:(硕士学位论文).大连:大连海事大学.2007.
    [72]王修林,李克强.渤海主要化学污染物海洋环境容量.北京:科学出版社,2006.
    [73]French D P.Development and application of damage assessment modeling:example assessment for the North Cape oil spill.Marine Pollution Bulletin,2003,(47):341-359.
    [74]Henrik Rye,Qistein Johansen,Mark Reed,et al.Exposure of fish Larvae to Hydrocarbon Concentration Fields Generated by Subsurface Blowouts.Spill Science & Technology Bulletin,2000,6(2):113-123.
    [75]Karina Yew Hoong Gin,MD.Kamrul Huda,Wee Kiat Lim,et al.An Oil Spill-Food Chain Interaction Model for Coastal Waters.Marine Pollution Bulletin,2001,42(7):590-597.
    [76]French D P.Development and application of an oil toxicity and exposure model -OILTOEX.Environmental Toxicology and Chemistry,2002,21(10):2080-2094.
    [77]中华人民共和国国家标准.水质物质对淡水鱼(斑马鱼)急性毒性测定方法(GB/T 13267-91).1991-9-14.
    [78]刘娜.油污染对小球藻与卤虫的毒性效应研究:(硕士学位论文).大连:大连海事大学,2006.
    [79]高会.苯类化学品对典型海洋浮游生物的毒性研究:(硕士学位论文).大连:大连海事大学,2006.
    [80]张计涛.油污染对发光细菌和卤虫的急性毒性效应研究:(硕士学位论文).大连:大连海事大学,2007.
    [81]张金亮.O#柴油和重质燃料油对海胆胚胎的毒性试验研究.大连海事大学学报,2007,33(s):5-7.
    [82]吴彰宽,陈国江.二十三种有害物质对对虾的急性致毒实验.海洋科学,1988,(4):36-40.
    [83]陈民山,范旗贵.胜利原油对海洋鱼类胚胎及仔鱼的毒性效应.海洋环境科学,1991,10(2):1-5.
    [84]陈亚瞿,荣珮.燃料油、苯酚和硫化钠对新月菱形藻生长繁殖及叶绿素a含量的影响.海洋与湖沼,1991,22(1):21-28.
    [85]贾晓平,林欣.南海原油和燃料油对仔虾和仔鱼的急性毒性试验.热带海洋,1998,17(1):93-98.
    [86]贾晓平,林欣,蔡文贵。等.原油和燃油对南海重要海水增养殖生物的急性毒性试验.水产学报,2000,24(1):32-36.
    [87]刘长安,姜洋,王慧,等.重柴油污染海水的生态毒性检测方法研究.水产科学,2007,26(9):504-505.
    [88]Moles A,Rice S,KornS.Sensitivity to Alaskan freshwater and andromous fishes to Prudhow Bay crude oil and benzene.Transactions of the American Fisheries Society,1979,(108):408-414.
    [89]Anderson J W,Riley R,Kiesser S,et al.Toxicity of dispersed and undispersed Prudhoe Bay crude oil fractions to shrimp and fish.International Oil Spill Conference,1987:235-240.
    [90]Pollino C A,Holdway D A.Toxicity Testing of Crude Oil and Related Compounds Using Early Life Stages of the Crimson-Spotted Rainbow fish(Melanotaenia fluviatilis).Ecotoxicology and Environmental Safety,2002,(52):180-189.
    [91]William R G,Gary A R,Michael J A,et al.Predicting the aquatic toxicity of crude oils.International oil spill conference,2001:935-940.
    [92]路鸿燕,何志辉.大庆原油及成品油对蒙古裸腹蚤的毒性.大连水产学院学 报,2000,15(3):169-174.
    [93]Bisson P A.Avoidance of suspended sediment by juvenile Coho Salmon.North American Journal of Fisheries Management,1982,(2):371-374.
    [94]Sigler J W,Bjornn T C,Everest F H.Effects of chronic turbidity on density and growth of Steelheads and Coho Salmo.Transactions of the American Fisheries Society,1984,(113):142-150.
    [95]席金玉,卢永嵩,蔡德全,等.氯硝柳胺控释剂对鱼类的毒性及回避试验的进一步研究.四川动物.2000,19(2):66-67.
    [96]Xiong Deqi,Mark Reed.Biological exposure model for oil spill impact analysis.Journal of Environmental Science,2003,(6):46-50.
    [97]Anderson E L.The OILMAPWin/WOSM oil spill model:Application to hindcast a river spill.In Proceeding of the 18th Arctic and Marine Oil Spill Program,Technical Seminar,Edmonton,Alberta,Canada:1995.793-817.
    [98]Reed M,Ekrol N,Rye H,et el.Oil Spill Contingency and Response(OSCAR) Analysis in Support of Environmental Impact Offshore Namibia.Spill Science and Technology Bulletin,1999,5(1):29-38.
    [99]Leech Martin,Walker Michael.OSIS:A windows 3 oil spill information system.Proceedings of 16~(th) Arctic marine oil spill program technical seminar,Calgary,Canada,June,1993:549-572.
    [100]傅孙成,王文质,章凡,等.南海海上溢油漂移扩散预测微机视算系统.热带海洋,1994,13(2):88-92.
    [101]张波,吴冠,张砚峰,等.中文Windows环境下的海上溢油预报系统.海洋环境科学,1997,16(1):37-41.
    [102]殷佩海,任福安.海上溢油应急反应专家系统.交通环保,1996,(2):14-17.
    [103]刘彦呈.海上船舶溢油应急反应模拟训练系统研究:(博士学位论文).大连:大连海事大学,2002.
    [104]熊德琪,杜川,杨为群,等.大连海域溢油应急预报信息系统及其应用.交通环保,2002,23(3):5-8.
    [105]熊德琪,林奎,肖明,等.珠江口区域海上溢漏污染物动态预测系统的开发与应用.交通环保,2003,24(6):2-5.
    [106]杨曦.基于组件技术的信息系统设计与实现.福州大学学报(自然科学版),2006,34(5):661-664.
    [107]谢跟踪.基于组件式GIS的生态环境信息系统研究:(博士学位论文).福州:福建师范大学.2003.
    [108]荆铭,邱夕兆,马志波.基于组件技术构建的网损管理系统.山东电力技术,2006,(4):37-39.
    [109]潘爱民.COM原理与应用.北京:清华大学出版社,1999.
    [110]宋关福,钟耳顺.组件式地理信息系统研究与开发.中国图像图形学报,1998,3(4):313-317.
    [111]宋关福,钟耳顺,王尔琪.WebGIS—基于Internet的地理信息系统.中国图像图形学报,1998,3(3):251-254.
    [112]http://www.mapinfo.com.cn/mapx
    [113]闾国年,张书亮,龚敏霞,等.地理信息系统集成原理与方法.北京:科学出版社.2003.
    [114]Goodchild M F,Haining R P,Wise S,et al.Integrating GIS and spatial analysis:problems and possibilities.International Journal of Geographical Information Systems,1992,6(5):407-423.
    [115]Bennett D A.A framework for the integration of geographical information systems and model base management.International Journal of Geographical Information Science,1997,11(4):337-357.
    [116]Batty M,Xie Y.Modeling inside GIS:Part 1.Model structures,exploratory spatial data analysis and aggregation.International of Geographical Information Systems,1994,8(3):291-307.
    [117]Cowin D L,Loague K L,Ellsworth T R.Advanced information technologies for accessing nonpoint source pollution in the Vadose zone:Conference overview.Journal of Environmental Quality,1999,(28):357-365.
    [118]魏加华,李慈君,王光谦,等.地下水数值模型与组件GIS集成研究.吉林大学学报(地 球科学版),2003,33(4):534-538.
    [119]施益强.GIS支持下的环境建模研究:(硕士学位论文).福州:福州大学.2003.
    [120]http://www.appsci.com/news/august.html
    [121]刘彦呈,任光,殷佩海.海上溢油应急反应基于GIS的模拟训练系统研究.系统仿真学报,2004,16(11):2445-2447.
    [122]严世强.基于GIS的海上泄漏化学品行为数值模拟研究:(硕士学位论文).大连:大连海事大学.2004.
    [123]施益强,陈崇成,王钦敏,等.地理信息系统与海上溢油模型集成研究.油气田环境保护,2005,15(4):17-20.
    [124]廖国祥.基于WebGIS的海上溢油应急信息系统研究:(硕士学位论文).大连:大连海事大学,2005.
    [125]http://news.sina.com.cn/s/2005-04-04/00285544314s.shtml
    [126]http://www.daliandaily.com.cn/gb/daliandaily/2005-04/29/content740249.htm
    [127]大连福佳·大化石油化工有限公司70万吨/年芳烃工程环境影响报告书.2006.
    [128]http://earth.google.com
    [129]大连市海洋与渔业局养殖处.大连市工厂化养殖及网箱养鱼继续扩大,水产科学,2003,26.
    [130]杨娜,赵朝方.星载红外数据应用于大型事故溢油.地理空间信息,2006,4(2):63-65.
    [131]农业部黄渤海区渔业生态环境监测中心.“阳澄湖”轮溢油污染事故调查与天然渔业资源损失评估报告,2005.
    [132]http://news.qq.com/a/20050419/000239.htm
    [133]http://www.hsw.cn/gb/hscb/2005-04/15/content_1799108.htm
    [134]http://www.penavico.com.cn/penavico/news/newsshow.jsp?id=15000020
    [135]万瑞景,黄大吉,张经.东海北部和黄海南部鱼是鱼卵和仔稚幼鱼数量、分布及其与环境条件的关系.水产学报,2002,26(4):321-330.
    [136]农业部黄渤海区渔业生态环境监测中心.“千岛油1”号船溢油污染事故调查与天然渔业资源损失评估报告,2005.