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Measurement and Management of Human-Induced Patterns of Forest Fragmentation: A Case Study 总被引:1,自引:0,他引:1
Tole L 《Environmental management》2006,37(6):788-801
In many tropical developing countries, the twin pressures of population and poverty are resulting in substantial fragmentation
of forests, increasing the probability of extinction for many species, Forest fragmentation occurs when large contiguous forests
are perforated by small holes or broken up into edges and smaller patches to form a nonforested matrix of open spaces. Thus,
forest fragmentation refers not only to the area of forest cleared, but also to the pattern of this clearance, the resulting
forest’s spatial properties. Both characteristics are important for species survivability. Apart from opening up forests to
many abiotic and biotic influences, fragmentation can affect species dispersal and migration through its effects on forest
connectivity. Landscape ecology conceptualizes connectivity as a gradient of critical thresholds, ranging from the large intact
forest to the small unconnected forest patch. This article reports results from a multiple-scale analysis of forest fragmentation
in Jamaica’s Cockpit Country, an area of once contiguous forest now under threat from human encroachment. Spatial forest data
derived from classification of ETM+ satellite imagery are used to measure fragmentation patterns representing various degrees
of forest connectivity and density. The results suggest that, overall, 81% of the region is in forest. However, fragmentation
patterns also suggest that this forest is riven with extensive perforations indicative of an early stage in the decline of
contiguity. The results provided by the spatial fragmentation model are a first step in the design of effective conservation
and rehabilitation plans for the area. The article concludes with a discussion of possible multiscale management options for
the region. 相似文献
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对地震舆情信息的深入感知和有效管理,能够保障社会和谐发展.提出一个基于大数据技术和深度学习的地震舆情感知平台,基于Hadoop和MongoDB大数据技术实现对海量实时地震舆情数据的处理和存储.基于Word2vec和LSTM的融合模型能够有效实现震后网民的情感识别,为舆情预警提供支持.以台湾5.8级地震舆情数据为例,对该... 相似文献
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Introduction: Technological advancements during recent decades have led to the development of a wide array of tools and methods in order to record driving behavior and measure various aspects of driving performance. The aim of the present study is to present and comparatively assess the various driver recording tools that researchers have at their disposal. Method: In order to achieve this aim, a multitude of published studies from the international literature have been examined based on the driver recording methodologies that have been implemented. An examination of more traditional survey methods (questionnaires, police reports, and direct observer methods) is initially conducted, followed by investigating issues pertinent to the use of driving simulators. Afterwards, an extensive section is provided for naturalistic driving data tools, including the utilization of on-board diagnostics (OBD) and in-vehicle data recorders (IVDRs). Lastly, in-depth incident analysis and the exploitation of smartphone data are discussed. Results: A critical synthesis of the results is conducted, providing the advantages and disadvantages of utilizing each tool and including additional knowledge regarding ease of experimental implementation, data handling issues, impacts on subsequent analyses, as well as the respective cost parameters. Conclusions: New technologies provide undeniably powerful tools that allow for seamless data handling, storage, and analysis, such as smartphones and in-vehicle data recorders. However, this sometimes comes at considerable costs (which may or may not pay off at a later stage), while legacy driver recording methods still have their own niches to fill in research. Practical Applications: The present research supports researchers when designing driver behavior monitoring studies. The present work enables better scheduling and pacing of research activities, but can also provide insights for the distribution of research funds. 相似文献
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为进一步探索数据挖据技术在组织事故预防工作中的融入性与适用性,基于24Model构建事故预控基础模型,通过预测准确率数值及接受者操作特性曲线(ROC曲线)对比分析随机森林(RF)、支持向量机(SVM)、决策树(DT)与神经网络(NN)4种方法对组织事故防控效果的预测性能。结果表明:针对事故率控制(Y1)、职业危害预防(Y2)、财产损失3类预测目标(Y3),RF方法均能达到较高的准确率及稳定性,具有较优的预测性能。根据特征重要度(FI)排序,明确对组织事故水平影响最显著的因素为安全实践活动认知(SC5)及安全管理程序文件(SMS3),FI值均大于0.150 0。研究结果可为有效预测组织事故防控效果提供方法依据,同时为企业安全工作的规划设计提供思路。 相似文献
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伴随经济发展的迅速,人们对环境越来越重视,国家也制定了相应的环境执法与保护措施,保障环境质量。在环境执法的过程中,必须严格依照环境监测的数据,从而保障信息的准确性,使环境执法策略的开展能够顺应时代发展,符合目前发展的现状。因此,环境执法中环境监测数据占据重要的位置。基于此,本文分析了环境执法中环境监测数据的应用,笔者根据自身经验提出相应的建议。 相似文献
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本文首先分析了生态环境信息化体系的主要构成要素,其后基于大数据技术的生态环境信息化体系重点领域应用进行了深入研究。 相似文献