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1.
运用层次分析和全局主成分分析结合的综合统计评价模型(AHP-GPCA模型),以县域和流域为评价单元,以气温、降水、归一化差异植被指数(NDVI)、冰川密度、湿地密度、湖泊率、人口密度、荒漠化率等数据为评价指标基础,基于GS/GIS对20世纪70年代末期至2000年青藏高原生态环境变迁进行综合评价,并探讨了研究区生态环境...  相似文献   

2.
基于遥感长时间序列的分析能够得到更加科学、完整、全面的特征规律,本文以黄河三角洲为研究区域,开展了生态指数遥感估算及分析研究。基于Google Earth Engine (GEE)分析了2000年以来逐年度归一化植被指数(NDVI)、湿度指数(Wet)、盐分指数(SI3)、遥感生态指数(RSEI),获得了完整、细致长时间序列的分析结果。考虑到黄河三角洲的区域特点,引入了盐分指数(SI3)与遥感生态指数(RSEI)相结合的评价分析方法。研究发现,自2011年以来研究区的生态环境指数呈上升趋势,生态环境持续改善。  相似文献   

3.
Aiming for the restoration of degraded ecosystems, many ecological engineering projects have been implemented around the world. This study investigates the ecological engineering project effectiveness on vegetation restoration in the Beijing-Tianjin Sand Source Region(BTSSR) from 2000 to 2010 based on the rain use efficiency(RUE) trend in relation to the land cover. More than half of the BTSSR experienced a vegetation productivity increase from 2000 to 2010, with the increasing intensity being sensitive to the indicators chosen. A clear tendency towards smaller increasing areas was shown when using the net primary productivity(NPP, 51.30%) instead of the accumulated normalized difference vegetation index(59.30%). The short-term variation in the precipitation and intra-seasonal precipitation distribution had a great impact on the remote sensing-based vegetation productivity. However, the residual trends method(RESTREND) effectively eliminated this correlation, while incorporating the variance and skewness of the precipitation distribution increased the models′ ability to explain the vegetation productivity variation. The RUE combined with land cover dynamics was valid for the effectiveness assessment of the ecological engineering projects on vegetation restoration. Particularly, the result based on growing season accumulated normalized difference vegetation index(ΣNDVI) residuals was the most effective, showing that 47.39% of the BTSSR experienced vegetation restoration from 2000 to 2010. The effectiveness of the ecological engineering projects differed for each subarea and was proportional to the strength of ecological engineering. The water erosion region dominated by woodland showed the best restoration, followed by the wind-water erosion crisscross regions, while the wind erosion regions dominated by grassland showed the worst effect. Seriously degraded regions still cover more area in the BTSSR than restored regions. Therefore, more future effort should be put in restoring degraded land.  相似文献   

4.
自“一带一路”倡议提出以来,中国企业在“一带一路”沿线国家投资、承建了大量基础设施项目,这些项目在促进当地经济发展的同时,不可避免地给当地生态环境带来一定的影响。目前国内主要采用统计调查等方法进行监管,缺乏直接的境外工程监管手段。遥感技术能为境外工程项目监管提供新方法、新手段,但地面调查数据难以获取是境外项目监管面临的重要问题。针对该问题,本文以迪拜哈翔清洁能源电站项目为例,结合遥感技术(RS)和地理信息系统(GIS)的优势,提出了一种境外工程的遥感监管方法。① 针对生态环境影响和工程建设进度两项监测内容,建立了遥感监测技术指标体系;② 基于2016—2018年30 m 分辨率的Landsat 8影像和0.5 m分辨率的WorldView-2影像,利用像元二分模型原理、基态修正模型等方法,从植被覆盖度变化、生态空间占用、自然保护区域影响、工程设施建设、施工附属设施变化5个方面对项目生态环境影响和建设进度情况进行监测;最后通过时序影像和监测产品对比,分析了工程建设对生态环境的影响和工程建设进度情况。结果表明:① 该方法能反映工程在建设过程中对周围生态环境的影响,能准确地监测出迪拜哈翔清洁能源电站的建设进度,对“一带一路”其它境外项目建设的监管具有重要参考意义;②项目建设后无大面积植被覆盖度降低的现象,植被覆盖度总体由低区间向高区间转化;③ 项目施工占用沙地1.4780 km2,港口建设填海面积达0.1246 km2,0.0604 km2的湿地被改为施工沉淀池,没有占用耕地;④ 通过转移海底珊瑚、设置防淤帘、预留海龟产卵通道等措施有效地减少了该项目对Jebel Ali海洋生态保护区的影响;⑤ 工程设施和附属设施建设进展明显,建筑面积增加了0.14 km2,港口建设围堰总长达3.785 km。  相似文献   

5.
资源与环境承载力的研究对人类社会经济活动意义重大。将资源与环境视为一个复合的生态系统,依据多层次指标体系结构,建立了以资源与环境承载力为目标层的集成指标体系。综合分析各指标间的相互联系,以及集成性指标对准则层指标、准则层指标对目标层的作用,构建了若干个集成指标模型、3个准则层指标模型,以及资源与环境承载力综合指数模型。运用GIS技术,形成了系统化、定量化的分析方法体系,实现了模型在网格单元的运算。研究结果反映了资源与环境承载力空间分布的连续性和渐变性,克服了以行政区域为分析单元的突变性。以山西省阳高县作为研究对象,采用相应技术方法进行资源与环境承载力评价研究,验证结果与实际情况基本吻合,表明了所建立模型和技术方法的合理性和可操作性。  相似文献   

6.
高速公路的快速发展在推动经济发展的同时,也对区域的生态环境产生重要的影响。在地理信息系统的支持下,本研究以北京市高速公路网10 km缓冲区为研究区域,利用缓冲区分析、空间分析、统计分析等方法探讨了高速公路周边土地利用变化对景观格局的影响规律。结果表明:① 北京市高速公路周边的土地利用类型主要以建设用地、耕地、林地为主,土地利用变化以耕地向建设用地转入最为显著;② 空间变化上,各缓冲区内土地利用变化以林地、耕地、建设用地的相互转移为主,随着与高速公路的距离增大,土地利用类型从以耕地、建设用地为主逐渐转变为以林地、耕地为主;③ 2005-2015年,各类景观的景观指数变化差异明显,其中水域的斑块密度与分离度指数变化幅度最大,耕地的形状指数增加最快,建设用地的分离度指数减少最多,这与相应的土地利用变化密切相关;④ 基于土地利用变化,北京市高速公路网对周边景观格局的影响范围约为6 km,其中林地转入建设用地以及建设用地与耕地的相互转移是引起公路周边景观空间变化差异的主要原因。  相似文献   

7.
在对某地区进行生态环境评价研究过程中,往往很难准确合理地确定各类评价指标的权重。层次分析(AHP)与模糊数学(fuzzy mathematics) 综合评判法是根据模糊数学的隶属度理论把定性评价转化为定量评价,建立模糊综合评价模型。确定地区的生态环境健康指标体系,分为目标层、准则层和指标层,并选取实验区的各类生态指标。采用组合赋权法确定各层次权重,然后计算出各指标的权重建立模糊综合评价模型,最后根据提取的遥感数据完成地区生态环境评价分级。运用基于AHP与模糊数学的综合评判法确定评价指标的权重,在GIS平台上对各评价指标进行加权叠加,得到地区生态环境的等级评价图,实现了地区生态环境评价。研究结果表明,使用该方法确定地区生态环境各指标权重所得的评价分级是与现实吻合的,这对于评价和保护地区生态环境具有现实意义。  相似文献   

8.
四川省若尔盖县生态环境质量评价   总被引:2,自引:0,他引:2  
本文以2007、2009和2012年的5月和9月共6个时期的遥感影像,基于栅格数据和综合评价模型,对若尔盖县的生态环境质量状况进行了评价。首先,从影响生态环境质量的因子出发,选取归一化植被指数(NDVI)、地表温度、坡度、坡向、土地利用、湿度指数6项生态因子作为评价指标;然后,利用主成分分析法确定各评价指标的权重,根据综合指数评价模型计算出研究区的生态环境质量指数,同时,依据计算结果的大小把研究区的生态环境质量划分为优、良、中、差4个等级;最后,对若尔盖县的生态环境状况的空间分布规律进行分析。结果表明,2007-2012年若尔盖县生态环境质量良好,不同时相的生态环境综合指数的均值均在60左右,同时该区域的生态环境质量有变好的趋势;不同季节的评价结果稍有差异,但是同一季节不同年的变化趋势是一致的;不同等级的区域相间分布,较差区域主要集中在植被覆盖较差的区域,西北部居多,中部零星分布。  相似文献   

9.
本文以南水北调中线工程核心水源区淅川县为例,选取2004年TM、2014年GF1号影像等数据,解译获取了淅川县土地利用数据,对2004-2014年淅川县土地利用变化进行定量分析。通过选用区域生态环境质量模型,对研究期内淅川县土地利用变化的生态环境效应进行评估,并采用灰色关联法对导致淅川县生态环境质量变化的驱动因素进行分析。研究结果表明:① 2004-2014年,林地、建设用地和水域面积增加,耕地面积减少。在林地资源演化趋势上,有林地、疏林地、灌木林地和苗圃地与林地资源的整体演化格局一致,而宜林地和无立木林地、未成林造林地呈减少的趋势;② 在空间分布上,林地主要分布在海拔高、坡度较陡的北部山区,耕地和建设用地密集分布于海拔低、相对平缓的东南部地区;③ 2004年和2014年2期生态环境质量均在县域内表现出明显的空间差异,呈现出北高南低的分布趋势。研究期内淅川县区域生态环境质量指数从0.5443上升至0.6039,生态环境质量提高,其中宜林地和无立木林地转化为有林地、退耕还林对区域生态环境改善贡献最大;④ 局部地区生态环境呈负向发展,其中对森林资源采取掠夺式开采和粗放型管理、毁林开地对县域生态环境产生的负面影响最为深刻。⑤ 2004-2014年县域生态环境质量变化主要由政策和居民追求利益最大化的行为所驱动。  相似文献   

10.
In this paper, we assessed the ecological and biodiversity status in the Bohai Sea through a quantitative survey on mac-rofaunal community at 25 stations in Laizhou Bay and adjacent waters in the autumn of 2006.We tested the robustness and effectiveness of taxonomic distinctness as an ecological indictor by analyzing its correlation with species richness and natural environmental variables and by analyzing other ecological indicators (Shannon-Wiener H' and W statistics from Abundance Biomass Comparison curve).Results so obtained indicated that the benthic environment of the study waters in general is not under major impact of anthropogenic disturbance, but some stations in Laizhou Bay and along the coast of the Shandong Peninsula and even in the central Bohai Sea might be moderately disturbed and showed signs of ecological degradation.The taxonomic distinctness measures △+ and Λ+ were independent of sampling effort and natural environment factors and were compliant to other ecological indicators.Further application of the taxonomic distinctness indicator to assess marine biodiversity and ecosystem health on a larger regional scale with historical data seems promising.  相似文献   

11.
突发性地质灾害危险性评估对灾害防治与风险管理具有重要意义。由于不同地区影响灾害发生的因子各不相同,实际评估过程中难以全面客观地选取适宜的评估因子。机器学习对处理灾害系统的高维非线性问题独具优势,但因模型难以调优而评估效果有限。本文尝试提出一种双向优化的滑坡危险性评估方法:在构建因子敏感性指数开展定量敏感性分析的基础上,结合重要性分析、相关性分析、共线性分析构建四维(Four-Dimensional, 4D)特征筛选法用于评估因子综合优选;为克服模型难以调优的问题,引入差分进化(Differential Evolution, DE)算法优化支持向量机(Support Vector Machine, SVM)与多层感知机(Multi-Layer Perceptron, MLP) 2种推广能力较强的机器学习模型。最后,以福建省滑坡为例,开展评估方法研究。研究表明:4D特征筛选法能更加客观全面地选取适宜性更高的危险性评估因子,从而降低数据维度、减少信息冗余以提升评估模型性能;DE算法对SVM与MLP具有显著的优化效果,有益于增强模型滑坡危险性的评估准确度,DE-SVM、DE-MLP相较于未优化...  相似文献   

12.
Since the Wenchuan earthquake in China on May 12th, 2008, highways in earthquake-affected areas have been frequently interrupted by debris flows. We analyzed the hazard effect modes and damage processes along highways and developed three key indexes, scale of debris flows, deposits on highways and river blockage, to describe quantitatively the highway disasters. By combining the empirical methods and the actual terrain conditions, we proposed new methods to determine the value of hazard indexes. In addition, we used the economic value and resistance of highway as vulnerability assessment indexes, then determined the specific subindexes for the subgrade, bridges and culverts, and developed a way for the quantified vulnerability zoning. Moreover, we proposed the assessment and mapping methods for highway risk. The risk is described into 5 grades: extremely low risk, low risk, middle risk, high risk and extremely high risk. We applied these methods in a case study carried out on provincial highway S303 from Yingxiu Town to Wolong Town, in Wenchuan County. Analysis of debris flow risk for the whole highway, showed that the total length of highway in extremely low risk area was 28.26 km, 4.83 km in low risk area, 8.0 km in middle risk area, 3.65 km in high risk area, and 3.06 km in extremely high risk area. The assessment results are consistent with the field survey data which reflected the disaster situation. This risk method can be used objectively to evaluate the debris-flow risk along highways, and is useful for highway reconstruction in mountainous areas suffering from active debris flows.  相似文献   

13.
西江流域生态脆弱性时空分异及其驱动机制研究   总被引:1,自引:0,他引:1  
流域作为人口、资源、资本都相对集中的水文单元,其生态系统结构的稳定性是区域社会经济发展的基础。流域在生态系统演变及人类频繁活动的共同胁迫下,生境敏感性增强,脆弱易损。本文以广西西江流域为例,通过对其生态脆弱性成因机制分析,依循“敏感性-压力度-恢复力”评估框架,选取11个指标构建完成流域生态脆弱性评价指标体系,以GIS技术为支撑,采用空间主成分分析法和差值法对生态脆弱性指数进行计算与分析,探究2000-2010年广西西江流域生态脆弱性时空变化特征。基于地理探测器的因子探测和交互探测模块分析各影响因子对流域生态脆弱性结果的解释力及因子交互作用对流域生境脆弱性变化的驱动机制。结果表明:① 2000-2010年,广西西江流域生态脆弱性指数多年平均值为0.69,整体处于中度脆弱状态。空间上,流域生态脆弱性表现为中部高于四周,由城市核心区往外逐步减弱的格局特征,研究时段内流域生态脆弱性综合指数多年平均值最大的为贵港市(3.40),最小的为百色市(2.23);时间上,10年间,流域整体生态脆弱性呈现轻微恶化的趋势,2005年流域中部及东部地区受高温影响,导致2005年流域生态脆弱性指数整体高于其他两年;② 6个因子对流域生态脆弱性的解释力强度为生物丰度指数(0.475)>高温季节温度(0.340)>植被覆盖度(0.211)>NPP(0.183)>降雨侵蚀力(0.098)>汛期降雨量(0.030),因子交互协同作用后对结果解释力增强。  相似文献   

14.
Desertification, soil salinization and grassland degradation are the major environmental hazards faced by the Gannan Plateau, northeastern Tibetan Plateau. Ecological risk assessment plays an important role in formulating environmental management strategies yet little attention to this region. In this study, we established an ecological risk assessment index system based on 30 evaluation indices in the categories of hydrometeorology, ecological environment, ground surface disturbance, and society and economy for the Gannan Plateau. An entropy method was used to calculate an index weight, and subsequently the matter-element method was used together with extension theory to establish a matter-element extension model of ecological risk. We assessed the ecological risk in this region by calculating the degree of association between index layer, system layer and target layer, and the cumulative ecological risk index. The degrees of ecological risk for the counties of the region were determined by using ArcGIS which would represent a spatial heterogeneity of the risk grade in production. Our results showed that the areas of high ecological risk were in Zhouqu County and Zhuoni County, and others were of low risk (Hezuo City, Diebu County, Xiahe County and Lintan County) or intermediate risk (Maqu County). The results of the assessment were in accord with the actual observed situation. Thus, our ecological risk assessment index system is appropriate for this region and suggests that high risk counties need a priori ecological protection. Such research could provide a technological support which would potentially prevent or reduce disasters by establishing an ecological barrier to promote the sustainable development of Gannan Plateau.  相似文献   

15.
An integrated methodology for eutrophication assessment,which integrates both water quality indicators(causative factors) and ecological response indicators(effect factors),is described.It is then applied to rank the eutrophication status of the years 2007 and 2008 in the southwest Bohai Sea.The assessment model identified that north Bohai Bay and west Laizhou Bay were the two areas with the most serious eutrophication problems in the southwest Bohai Sea.In addition,compared to that in the west Laizhou Bay,the eutrophication conditions in the north Bohai Bay was more serious in both years.Eutrophication problems such as harmful algal blooms(HABs) and low dissolved oxygen(DO) events in north Bohai Bay were frequent.The integrated method outmatched the currently used Chinese nutrient index method by definitely identifying areas with the most serious eutrophication problems,while the nutrient index method gave ambiguous results between the two years.Inclusion of both causative factors and effect factors,combining concentration,spatial coverage and frequency of indicators,as well as use of multi-season monitoring datasets in the methodology result in a more accurate,representative and useful assessment.  相似文献   

16.
为实现“一带一路”区域可持续发展,我国倡导绿色、低碳、循环、可持续的生产生活方式,建设绿色“一带一路”。遥感技术在生态环境监测与评价方面具有重要作用。本文以“一带一路”区域中国援建的水电站工程为研究对象,基于陆地系列卫星(Landsat)、哨兵2号(Sentinel-2)等遥感对地观测数据,利用决策树与缓冲区分析等方法,从水电站库区概况、水电站对植被生长状况与生态资源影响等方面,开展“一带一路”区域水电站项目建设对当地经济发展和生态环境影响的遥感监测及分析。本文首先根据遥感影像与DEM确定库区及库容,结合最小外接正方形面积比及平均宽度等指标确定各水电站缓冲区类型和范围。利用NDWI及NDVI构建决策树模型,提取各缓冲区土地利用类型,分为水体、林地、草地、耕地和其它5类;结合区域植被覆盖度,估算库区生态占用并对水电站建成前后的土地利用类型和植被变化进行分析。研究结果表明:① “一带一路”沿线10座水电站造成的生态损失与库区面积呈正相关,不同工程间,在水体、林地、草地、耕地和其它方面的损失面积大小存在较大差异;② 土地利用类型与植被覆盖度年均变化幅度约为0.35%、1.27%,水电站修建对周边生态资源与植被生长状况影响较小,同时在植被覆盖度较低的地区水电站的修建会明显改善周边环境;③ 各水电站周边的植被覆盖度差异较大,大部分水电站周边植被生长状况良好;④ 水电站建设始终坚持工程建设与环境保护并重,从施工设计到水电站后期维护期间,积极采取环保措施,减少占用,保护生物多样性,生态风险防范得当;⑤ 水电站提供了优质的清洁能源,促进了当地经济和社会发展。  相似文献   

17.
Habitat richness influences and even determines biological diversity. Plant habitat suitability assessment can provide technical guidance and information support for ecological restoration. Thirteen factors in three categories of terrain, meteorology and soil were chosen to build a habitat suitability assessment index framework in the Upper Reaches of the Min River, based on the local natural environment and the actual influencing factors of vegetative growth. Combined with the Analytic Hierarchy Process(AHP) and entropy method, which were used to calculate weights of indexes, habitat suitability was studied by using a multi-objective linear weighting model and geographic information systems(GIS) spatial analysis techniques. The assessment results are as follows: Altitude, soil stability, aspect and slope have more important effects on plant habitat suitability in the Upper Reaches of the Min River, and their weights are 0.311, 0.260, 0.198 and 0.125, respectively. Suitable and sub-suitable habitats cover 4431.80 km2 and 6171.12 km2, respectively; most of which are distributed along both sides of rivers and have higher suitability. Unsuitable habitats cover the largest area(6679.76 km2), accounting for 29.83% of the whole area; and the worst unsuitable habitats are 5107.23 km2(22.81%); they account for more than half of the studyarea. These results indicate that the plant habitat in the Upper Reaches of the Min River is poor and ecological restoration is both urgent and difficult. Therefore, based on the principle of taking measures suitable to the habitat in ecological restoration projects, ecological and engineering measures should be combined to have better effects, while increasing the strength of ecological protection.  相似文献   

18.
快速城市化地区交通主干道对景观格局变化的影响   总被引:1,自引:0,他引:1  
交通主干道建设对两侧景观格局变化有着深远的影响,探索其影响机制对道路生态环境评价和区域可持续发展规划具有重要指导意义。本文以京沪高速公路(简称G2)为例,利用TM遥感影像,提取出1995、2000、2005和2010年长江三角洲地区土地利用/覆被图。同时,用缓冲区分析和景观生态学方法,分别计算不同时段和地域段G2缓冲带景观数量结构特征指数和景观格局指数变化率;并结合相关分析和非线性回归方法研究指数变化率与缓冲带距离的关系,据此判断G2对沿线景观格局变化的影响程度和范围。研究结果表明:(1)G2沿线地区景观格局变化程度与缓冲带距离呈现显著的负相关性,G2对景观格局变化的影响呈现明显的“轴带”规律;(2)G2对沿线景观格局变化的影响范围比自然生态脆弱区的道路建设更广,2000-2005年为6 km,2005-2010年扩大到9 km;(3)从整体来看,2005-2010年间的景观数量结构特征指数相关系数明显高于2000-2005年间,而景观格局指数相关系数则相反,“轴带”影响存在时间差异性;(4)从不同区域段来看,苏北和苏南段景观动态度相关系数均高于上海段,在城市化水平较低的地域段,“轴带”影响更加显著;(5)通过对比道路沿线地区不同时段、不同地域段的相关景观特征指数变化率,并结合缓冲带分析和数量统计方法,较好地评估了交通主干道对沿线景观格局变化的影响程度和范围。  相似文献   

19.
Conducting a hazard assessment for secondary mountain hazards is the technical basis for reconstructing destroyed highways and for disaster prevention.It is necessary to consider the role and influence of structural engineering measures as an important assessment factor.In this study,based on six substantial field investigations conducted between July 2008 and July 2012,a 2 km wide zone along both sides of the Dujiangyan Wenchuan(Du Wen) Highway was selected as the study area.Microgeomorphic units and small watersheds in the study area were extracted with GIS software and used as basic assessment units.Through field investigations,remote sensing surveys and experimental analysis,a structural engineering effectiveness assessment was conducted using the technique of principal component analysis.The results showed the following:1) A total of 491 collapses,12 landslides,32 slope debris flows and 17 gully debris flows were scatted across the study area.The total overall areal density of all mountain hazards was 25.7%.The distribution of secondary hazards was influenced mainly by seismic intensity,active fault zones,lithology,slope and altitude.More than 70% of secondary hazards occurred in zones with a seismic intensity of XI,a distance to the fault zone of between 0 and 25 km,a slope between 25° and 50°,and an altitude of between 1,000 m and 1,800 m.2) Different structural engineering measures play different roles and effects in controlling different types and scales of secondary mountain hazards.3) With a secondary mountain hazard area of 128.1 km2and an areal density of 34.9%,medium,high and very high hazard zones accounted for 74% of the study area and were located on the high,steep slopes along both sides of the highway.The low hazard zone was located mainly in the valley floor,on gentle slope platforms and at locations 1.5 km away from the highway the hazard area was 45 km2and the areal density was 3.3%.4) The methodology for hazard assessment of secondary mountain hazards,which is based on five factors,solves such key technical problems as the selection of assessment units,multi-source data fusion,and the weight calculation for each assessment index.This study provides a new and more effective method for assessing secondary mountain hazards along highways,and the proposed models fit well with validation data and field observations.The findings were applied to reconstruction and disaster mitigation in the case of the Du Wen Highway and proved to be feasible.  相似文献   

20.
江西省生态脆弱性现状GIS模型评价   总被引:14,自引:2,他引:12  
生态环境脆弱性评价研究,对生态环境建设与保护具有重大意义。本研究以江西省为例,依据生态脆弱性的内涵与成因,针对江西区域生态环境特征,构建了江西省生态脆弱性综合评价指标体系,采用空间主成分分析法,确定各指标的权重。在GIS支持下,采用综合指数评价法计算生态脆弱度综合指数。研究结果表明,2005年,该省生态环境以中度脆弱为主,占全省总面积的85.36%,低度脆弱面积占14.64%,整体上属中度脆弱区;脆弱度空间分异特征明显:五河上游山区大多属于强中度或中中度脆弱区,五河中下游丘陵地区大多属于弱中度脆弱区;而低度脆弱区主要分布在鄱阳湖平原区和吉泰盆地。研究结果揭示了江西的自然环境条件是导致生态脆弱性的基础,而人类不合理的活动加剧了其脆弱性。  相似文献   

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