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基于支持向量机的湖泊生态系统健康评价研究 总被引:3,自引:4,他引:3
利用支持向量机在处理分类问题、小样本问题和泛化推广方面的优势,构建了基于支持向量机的湖泊生态系统健康评价模型.同时,对广州市最大的人工湖——白云湖的水质及生物群落情况进行了监测,最后运用该模型对白云湖生态系统健康状况进行了评价.评价结果表明,白云湖生态系统处于病态状态,不能达到其净化水质的设计作用.建议从提高进水水质、实施湖区截污和丰富生物量3方面改善白云湖生态系统健康水平.与传统熵权综合健康指数法和熵权模糊综合评价法相比,所建模型更加客观、科学地评价了湖泊生态系统健康状况,能够为湖泊生态系统健康管理提供一定依据,具有广阔的应用前景. 相似文献
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The authors present the beginnings of a planning support system (PSS) for agri-environmental measures exemplified by a virtual implementation of Colorfields and blooming strips on model farms, based on real-world data. This paper starts with an introduction to the Colorfields, a concept for transdisciplinary and sustainable landscape design of set-aside land. Colorfields comprise of blooming strips of flowering annual or biennial plants, which are designed and drilled in pattern on fallow land creating Land Art. The temporary scenic arrangements of the Colorfields combine the advantages of ecological strips, e.g. providing habitats for insects (especially bees), improving soil fertility through the cultivation of intercrops, with improvements of the social recognition of farmers as producers of pleasant landscapes instead of monoculture fields.The prototype of the PSS uses two software tools of different scientific origin, the bio-economic modeling system MODAM and the landscape visualization system Lenné3D, which are linked based on geo-data. The resulting system helps to assess the economic effects and visualizes the effects of the specific landuse patterns under different scenarios.The economic assessment of blooming strips on arable land and of one Colorfield on fallow land shows that these measures prove to be profitable from an economic viewpoint assuming the current area payments for the obligatory European Union set-aside program. Furthermore, the visualizations enable the design to be tested virtually by exploring the resultant scenery. They provide artists, planners and stakeholders including farmers with a tool to virtually wander through landscape scenarios supporting a collaborative design and a shared vision for the community.The results of the two model farms and previous case studies for Colorfields demonstrate how current policy conditions could be used for the improvement of environmental and scenic qualities. Furthermore, the ability of the tools, MODAM and Lenné3D, suggests to support and promote these activities. 相似文献
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我国危险废物特性鉴别技术体系研究 总被引:5,自引:2,他引:5
详细深入地调查分析了国外危险废物鉴别技术体系的特点和适用条件,以及我国危险废物管理的特点.在借鉴国内外经验与教训的基础上,提出了我国危险废物特性鉴别的技术路线及危险废物鉴别的环境保护目标,建立了危险废物鉴别技术的方法学.在充分研究的基础上,编制完成了全新的<国家危险废物名录>和<危险废物鉴别标准>,以及相应的规范和方法标准.这些技术文件形成了我国独特、完整的危险废物鉴别技术体系,为全面开展危险废物无害化管理提供了有力的技术支持. 相似文献
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基于三阶段DEA与Malmquist指数分解的长江经济带水资源利用效率研究 总被引:3,自引:0,他引:3
长江经济带水资源的合理有效使用为经济的可持续发展提供了重要保障。以长江经济带11省市为研究对象,运用三阶段DEA模型和Malmquist对2010~2014年11省市水资源的利用效率进行了静态和动态分析。研究结果表明:在剔除了外部环境因素和随机误差因素以后,纯技术效率均值和综合技术效率均值被低估,规模效率均值被高估,投入规模不足是扼制我国水资源利用效率提升的瓶颈。同时,东中西部省份的水资源利用效率差异显著,呈现"东部中部西部"的格局。通过对Malmquist指数分解可知,全要素生产率指数与技术变化值的演变趋势基本一致,反映了全要素生产率指数对技术变化的严重依赖。因此,扩大生产规模,加大科技投入和知识创新,优化和升级产业结构是提高水资源利用效率的重要途径。 相似文献
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云南省洱海流域农业生态补偿机制研究 总被引:1,自引:0,他引:1
围绕洱海流域种植业产业结构调整、畜禽废弃物资源化利用问题,依托项目示范对农业生态补偿机制进行研究。以大理州政府为补偿主体,示范区内农户为补偿对象,结合资金补贴、技物补偿、智力扶持等补偿途径,开展测土配方施肥、发酵床生态养猪、稻田养鱼、牛粪秸秆混种双孢菇等典型农业生态补偿模式研究,提出了1套农业生态补偿办法。针对补贴力度不足、补贴涵盖领域窄、缺少科学评估方法等问题,分别从政策立法、项目实施、理论研究、试点示范4个层面提出逐步构建洱海流域农业生态补偿机制的建议。 相似文献
219.
Matthew W. Rees Josie Carwardine Andrew Reeson Jennifer Firn 《Conservation biology》2020,34(4):843-853
Conservation strategies aimed at reducing threats to biodiversity can have significant implications for multiple sectors in a socioeconomic system, but these cobenefits are often poorly understood. For example, many of the threats to native species also impede agricultural production, yet agriculture is typically perceived as in competition with conservation objectives. Although a comprehensive, multiobjective decision analysis is usually beyond the scope and capacity of conservation decision makers, failing to incorporate key socioeconomic costs and benefits into conservation decision-making processes can result in missed opportunities for diversifying outcomes and creating cost-sharing multisectoral partnerships. We devised a straightforward and readily interpretable approach to incorporate cobenefits into a threat-management prioritization approach. We used it to analyze the agricultural cobenefits of implementing 9 invasive animal management strategies designed to ensure the persistence of 148 threatened species across Australia's Lake Eyre Basin over 50 years. A structured elicitation process with 24 participants (scientists, land managers, agriculturalists, and other stakeholders) was used to collect information on each strategy, including costs, technical and social feasibility, benefits to native threatened species, and cobenefits to agricultural production systems. The costs of targeted invasive animal management to save threatened species across the basin (AU$33 million/year) outweighed the overall benefits to the agricultural industry (estimated AU$226 million/year). The return on investment for these management strategies varied substantially when agricultural cobenefits were considered alongside threatened species benefits and showed synergies and challenges. Our approach demonstrates the value of incorporating cobenefits of conservation actions into cost-effectiveness analyses to guide potential investment and partnerships and to diversify implementation pathways. 相似文献
220.
While some scholars have found that government post-disaster assistance supports the incumbent, others have shown that incumbent effects among beneficiaries are imperceptible or negative. This article contributes to this debate by using a regression discontinuity design of households affected by Tropical Cyclone Winston in Fiji to show that the type of assistance provided is an important variable in understanding the effects of aid on perceptions of the government. Residents of Fiji who received a post-disaster cash transfer are up to 20 per cent more likely to be very satisfied with the government than are those who did not. The probability further increases if the cash transfer was provided along with in-kind benefits or vouchers, but it is not affected if beneficiaries were also encouraged to use their own pension savings. This paper provides evidence in favour of the ‘attentive citizen’ theory by demonstrating that beneficiaries actively appraise government responses; it also reveals possible effects of elite capture on the relationship between the government and beneficiaries. 相似文献