Social mapping of perceived ecosystem services supply – The role of social landscape metrics and social hotspots for integrated ecosystem services assessment,landscape planning and management

This paper contributes to the discussion on integrating societal considerations, stakeholders' perceptions and laymen knowledge into ecosystem services (ES) assessments. The paper illustrates how social mapping of perceived ES supply (or alternatively demand) can contribute to integrated ES assessment. Based on sketched locations of the, according to 38 respondents, most important ES at the local scale, we describe the perceived ES distribution with social landscape metrics (abundance, diversity, richness, risk, rarity) based on traditional landscape ecology indicators. We illustrate how social landscape metrics can inform ES management and planning and describe how synergies between ES as stated by the respondents differ from calculated synergies (the latter based on correlation coefficients between perceived ES abundance). We present indicators pointing to locations where (multiple) ES synergies are perceived by stakeholders (stated synergy index), and to conflicting ES and ES perceived to be at risk (risk index). Overlapping social ES hotspots based on the social landscape metrics with ES hotspots based on more traditional biophysical modelling (biophysical hotspots) and ecological inventories (ecological hotspots) results in social–ecological or social–biophysical hotspots, coldspots and warmspots relevant for nature and landscape planning, management and governance. Based on an analysis of the overlaps between social, biophysical and ecological hotspots on the one hand, and the contribution of ecological quality, land zoning categories and conservation statuses on the other hand, we discuss the added value of integrating social ES mapping in integrated ES assessment, above ES assessments based on biophysical or ecological attributes. Given the limited overlap between social hotspots and ecological or biophysical hotspots, we conclude that integrating stakeholders' mapping of perceived ES supply (or demand) into ES assessments is necessary to reflect the societal aspects of ES in ES assessments. However, with a limited sample of respondents, there is a risk of collectivisation of respondents' viewpoints as a common, societal stance. Moreover, the social landscape metrics are not suitable for describing the distribution of ES with low perceived abundance. Finally, we explain how social ES assessment can result in mainstreaming ES in planning, policy and practice.     

基于景观格局-服务的景观生态风险评价——以广州市为例

城市化对景观的结构和功能造成极大干扰,城市景观变化引起的生态风险受到城市生态建设的关注,但景观生态风险评价技术体系尚待深化,以促进风险防范决策。研究选取植被碳固定、土壤保持、水源涵养与提供和栖息地提供等景观服务改进景观脆弱度的评价方法,以广州市为案例研究区,评价了1990—2015年广州市城市景观生态风险及其时空变化特征。研究结果表明:(1)基于景观格局与服务的景观生态风险评价能够有效地评估城市景观生态风险的空间分布,但评价需要关注结果验证和辅助情景分析,方可为景观生态风险的预警和预测提供科学依据。(2)1990—2015年广州市的景观干扰度先增加后降低,2000年是景观干扰度变化的转折点;25年间,景观脆弱度不断增加,中脆弱度和高脆弱度比例之和维持在60%以上;2000年是景观生态风险的转折点,1990—2000年景观生态风险趋于增大,2000—2015年景观生态风险趋向降低;景观干扰度、脆弱度和生态风险在空间上呈现南部高于北部,西部高于东部的分布特征。(3)近25年,广州市景观生态风险与景观变化具有较好的空间一致性。维持低风险的比例为40.74%,基本都分布在北部山区,而维持高风险...     

基于多源数据的三江源国家公园土地生态安全综合评价

开展国家公园尺度的土地生态安全综合评价,对优化三江源国家公园土地利用管理规划、加强生态网络建设具有重要借鉴价值。在“压力-状态-响应”(PSR)理论框架中融入草地退化指数、冻土稳定型分布、生态系统服务价值和景观生态脆弱性等指标,分析三江源国家公园土地生态安全状况及其主导因素。研究表明：(1)三江源国家公园景观生态脆弱性整体较低,不同园区景观生态脆弱性指数略有差异,长江源园区为中等脆弱区,黄河源园区脆弱性次之,澜沧江源园区景观生态脆弱性优于其他两园区。(2)三江源国家公园整体土地生态安全状况为较不安全,其中,长江源园区、澜沧江源园区以较不安全区等级为主、临界安全等级次之,黄河源园区临界安全及以上等级的面积比重为93.94%。(3)土地生态较安全区和安全区分布于长江源园区中南部,以及黄河源园区南北两侧边缘区,较不安全区和临界安全区在长江源园区、澜沧江源园区以及黄河源园区交错且连片分布。(4)基于地理探测器模型的自然生态和社会经济影响因素识别结果显示,居民点密度、水网密度和景观生态脆弱性是影响三江源国家公园土地生态安全的主导因素,揭示了人类活动扰动程度与生态系统脆弱性对国家公园土地生态安全状...     

庙岛群岛北五岛景观格局特征及其生态效应

海岛由于自然特征的空间差异、人类活动的日益增强以及生态系统的脆弱性,其景观格局空间分异性明显且生态效应趋于复杂。以庙岛群岛北五岛为研究区,基于现场调查和3S技术,从景观尺度、海岛尺度和区块尺度分析海岛景观格局空间特征,进而探讨景观格局与净初级生产力(NPP)、植物多样性和土壤性质的关系。结果显示:(1)不同尺度景观格局均表现出了空间差异。景观尺度上,针叶林、阔叶林和草地3类植被景观面积最大,斑块密度、边缘密度和平均形状指数总体较高,建筑用地也具有较大规模,其斑块密度较高,平均形状指数处于最低值,裸地也具有一定规模,其各项景观指标处于中间位置;海岛尺度上,随着海岛面积、人口和GDP的增加,斑块密度和人为干扰指数均明显增大;区块尺度上,斑块密度、边缘密度和平均形状指数与海拔呈显著正相关,人为干扰指数与海拔和坡度均呈显著负相关。海岛面积、地形和人类活动分别是北五岛景观格局的基本因子、重要限制因子和直接驱动因子。(2)海岛景观格局的生态效应与尺度密切相关。景观尺度上,各项生态效应指标在不同景观类型上均具有显著差异,海岛尺度上的生态效应指标对景观格局的响应不甚灵敏;区块尺度上,生态效应指标与景观格局指数表现出了显著的简单相关性和偏相关性,但二者结果具有差异。NPP和土壤水分主要受到景观类型和植被生长状况的影响,多样性和土壤养分同时受到景观类型和景观格局破碎度、边缘效应的影响,人为活动强度的增大地带来了各项生态效应指标的降低。控制建设规模、优化景观布局与改进开发利用方式是维系海岛生态系统稳定性的重要措施。     

流域景观类型及配置对大型底栖动物完整性的影响

通过对滦河流域66个河段大型底栖动物采集和生境指标监测,基于大型底栖动物完整性评价和13种景观指数构建,探讨了不同景观指数对于大型底栖无脊椎动物完整性的解释能力。景观指数类型包括流域及欧式距离缓冲区土地利用百分比、水流路径缓冲区土地利用百分比、局部区域土地利用百分比和基于水流路径的反距离权重指数。基于多元线性逐步回归模型,根据调整R2(Square of the coefficient)来判断不同指数的解释能力。研究结果表明基于水流路径的反距离权重指数对于大型底栖动物完整性的解释能力最好,其次为基于水流路径的缓冲区和局部区域的土地利用百分比指数,全流域及欧氏距离缓冲区内土地利用百分比解释能力最差。农田是影响大型底栖动物完整性最重要的景观类型,距离河流越近的农田对大型底栖动物完整性的影响越大,因此流域及河岸带农田的控制和管理对于滦河流域大型底栖动物完整性的恢复具有重要的作用。     

快速城市化地区景观生态安全时空演化过程分析——以东莞市为例

依托“压力-状态-响应”概念框架模型,建立景观生态安全评价指标体系,以东莞市为例,研究区域景观生态安全时空发展变化过程,揭示快速城市化地区生态安全发展变化的规律.结果表明:1988、1997和2005年东莞市的平均生态安全综合指数分别为0.497、0.436和0.395,区域总体生态安全从中高安全状态逐步降低到中低安全状态;生态中低安全的区域空间上从“市中心-镇中心”沿“市中心-镇中心-道路”不断扩张.采用以像元为中心的公里网格滑动模板的指标作为像元的评价指标,可以有效解决景观结构指数等指标的计算,在生态安全等级划分时边界过度很平滑,景观尺度的生态安全评价可以为生态可持续发展政策的制定提供科学依据.     

Development of an estuarine multi-metric fish index and its application to Irish transitional waters

An estuarine multi-metric fish index (EMFI) was developed and applied to Irish transitional waters. The index comprised a balanced and complimentary set of 14 metrics that represent four fish community attributes: species diversity and composition, species abundance, estuarine utilisation, and trophic composition. Reference conditions and metric scoring thresholds were developed using a combination of historical records, best available data, and expert judgement. The index was applied using representative and robust fish monitoring data collected using a suite of methods designed to cover a range of habitats and conditions. To ensure consistency and comparability, all systems were considered at the whole estuary level. A sensitivity analysis was carried out to assess the response of the EMFI under various scenarios of metric change; five metrics were consistently among the most influential on the EMFI in all scenarios of metric manipulation. The overall EMFI was significantly correlated with environmental condition as measured by two separate indicators of ecological state. Ecological status classes were also established based on the relationship between the EMFI and an index of human pressure. The EMFI provides a robust, sensitive, and integrated measure of the ecological status of fishes in transitional waters and meets the requirements of the EU Water Framework Directive.     

Using RS/GIS for spatiotemporal ecological vulnerability analysis based on DPSIR framework in the Republic of Tatarstan,Russia

The republic of Tatarstan is one of the most growing state in Russia in terms of industrialization and modernization with various natural disasters and intense human activities which brought dramatic changes in the ecological process and then led to serious ecological vulnerability. Therefore this research work proposed an analytical framework based on remote sensing (RS), geographical information system (GIS), and analytical hierarchy process (AHP) for spatiotemporal ecological vulnerability analysis at pixel level from 2010 to 2020 and developed a driver-pressure-state-impact-response (DPSIR) framework based on 23 indicators by the AHP weight method to compute ecological vulnerability index (EVI). Further, EVI was classified into five levels based on natural breaks in ArcGIS software as potential, slight, light, moderate, and heavy levels. All 23 indicators were generated from different remote sensing and socio-economic data, processed through digital image processing techniques in terms of removing errors, projection, standardization, and results were saved in GIS format. Results indicate that from 2010 to 2020, EVI was continuously increased from 0.419 to 0.429, and its changes associated with regional vulnerability events and their impact in the region. The moderate level EVI was covering the highest area in all three years with very few changes and continuously increasing. Results also indicate that higher human-socio-economic activities and pressure on natural resources increased ecological vulnerability. This research work is useful to identify main causes and responsible indicators for ecological vulnerability as well as suitable for real-time EVI mapping, monitoring at any scale and region.     

不同干扰背景下景观指数与物种多样性的多尺度效应——以巩义市为例

以黄河中下游山地丘陵区的巩义市为研究区,采用典型样地法对灌草丛、人工林和农田边缘3种不同干扰背景下的自然、半自然生境内的植物进行调查。基于景观生态学原理,在地理信息系统技术支持下,借助于Fragstatta3.3软件,以调查样地为中心,计算了150、250、500、750、1000、1250、1500m不同半径缓冲区内表征景观形状(Edge and patch shape)、边缘对照(Edge contrast)、相似度和邻近度(Proximity and similarity)、景观多样性(Diversity)、基质(Texture)、斑块大小和密度(Patch size and patch density)共6类52个指数,运用冗余分析(RDA)筛选出不同尺度下对该区农业景观中植物多样性有显著影响的景观指数。结果表明:不同尺度,景观指数对物种多样性的影响变化显著。灌草丛生境,在500—750m范围内,SHAPE_AM指数和PARA_AM指数能够很好的解释物种多样性,解释量为33.6%;人工林生境,SHAPE_AM指数、AREA_CV指数、SIMI指数和PAFRAC指数在1000—1250m范围内对物种多样性的解释量达到48.1%;农田边缘生境,GYRATE_CV指数、ENN_CV指数、PARA_MN指数和FRAC_AM指数在750—1250m范围内对物种多样性影响显著,解释量为32%。其中,辛普森多样性指数(SIDI)与灌草丛物种多样性在750—1250m范围内作用显著,ENN_CV指数仅对农田边缘物种多样性影响较大。景观指数对物种多样性的影响具有尺度依赖性,未来应全面综合探讨这些指数的尺度效应及在景观生态学中的应用。     

图们江下游湿地生态系统健康评价

湿地是世界上具有独特结构与功能的生态系统,图们江流域湿地生态系统的健康对该区乃至东北亚地区综合生态系统网络的建设具有重要意义。选择图们江流域下游为研究区,基于压力-状态-响应(PSR)模型,在压力系统、状态系统、响应系统三个层面选取30个指标构建了图们江下游湿地生态系统健康评价指标体系,运用层次分析法和多级模糊综合评判法对研究区湿地生态健康状况进行综合评价,其结果为0.5878,处于亚健康状态。其中,压力系统的健康指数为0.5292,响应系统的健康指数为0.6866,状态系统的健康指数为0.5116,各等级隶属度S=(16.83%, 25.37%, 16.76%, 16.97%,24.07%)。主要表现在研究区域湿地的补水水质差,导致湿地水质污染加重,富营养化现象严重;并且由于人为因素,湿地大面积退化,景观破碎化加剧,功能逐渐丧失,生产力水平下降;急需对本区域湿地进行保护与管理。     

流域景观格局与河流水质的多变量相关分析

流域内的景观格局改变是人类活动的宏观表现,会对河流水质产生显著影响,因此明确影响水质变化的关键景观因子,对于深入了解景观对水质的影响机制具有重要的研究价值。选择广东省淡水河流域为研究对象,以2007年ALOS卫星影像以及水质监测数据为基础,运用空间分析和多变量分析方法,分析淡水河流域景观格局与河流水质的相关关系。用包括流域和河岸带尺度的景观组成和空间结构信息的景观指数表征景观格局,用Spearman秩相关分析、多元线性逐步回归模型和典型相关分析(CCA)研究景观指数和水质指标的相关关系。研究结果表明:林地、城镇用地和农业用地占淡水河流域总面积超过90%,其中城镇用地超过20%。多元线性逐步回归分析和CCA结果说明水质指标受到多个景观指数的综合影响,反映了景观格局对水质的复杂影响机制。流域景观格局对河流水质有显著影响,流域尺度的景观指数比河岸带尺度的景观指数对水质影响更大。城镇用地比例是影响耗氧污染物和营养盐等污染物浓度最重要的景观指数,林地和农业用地对水质的影响较小。另外,景观破碎化对pH值、溶解氧和重金属等水质指标有显著影响。CCA的第一排序轴解释了景观指数与水质指标相关性的54.0%,前两排序轴累积能解释景观指数与水质指标相关性的87.6%,前两轴分别主要表达了城市化水平和景观破碎化水平的变化梯度。淡水河流域的景观格局特征从上游到下游呈现出城市—城乡交错—农村的景观梯度,水质变化也对应了这个梯度的变化,说明人类活动引起的流域土地覆盖及土地管理措施变化会对水质变化产生显著影响。     

Habitat connectivity for conserving cervids in a multifunctional landscape

Habitat fragmentation is a considerable threat to biodiversity worldwide. To minimize the effects of fragmentation, it is important to identify and conserve the existing habitat connections that facilitate dispersal and gene flow among populations. Connected populations are more resilient to the changing environment that affects local populations due to greater demographic stability and higher genetic diversity. Our study is the first attempt to identify the crucial habitats facilitating the dispersal of two key sympatric cervids - spotted deer Axis axis and sambar Rusa unicolor in central India. We use species distribution models followed by landscape pattern analyses and connectivity analyses to delineate the essential habitats. Thereafter, we estimated the relative contribution of habitats outside protected areas in maintaining the ecological network, using graph-based metrics. We then locate and predict the areas that have a high risk of human-influenced cervid mortality using a Bayesian regression model that accounts for spatial structure in the data. The results show that about 55% of the core habitats, integrated across both species, lie outside the protected areas and are important in maintaining the ecological network for these cervids. Some peripheral habitats have an increased risk of anthropogenic cervid mortality, which poses high demographic risk. There is an urgent need to regulate the nature and intensity of human activities in areas of human-wildlife coexistence to maintain habitat connectivity and ensure the survival of wildlife populations. Our results on cervids complement analyses on connectivity for large carnivores and thus enables one to account for important trophic interactions among wildlife species in land use planning.     

南四湖湿地景观格局脆弱度的时空分异特征

选取南四湖湿地1985、2000年Landsat 5 TM及2015年Landsat 8 OLI遥感影像为数据源,利用敏感度指数和适应度指数构建景观脆弱度指数,结合半变异函数和空间自相关等空间统计学方法,探究南四湖湿地景观格局脆弱度的适宜研究尺度及该尺度下脆弱度的时空分异特征.结果表明:1 km"1 km等间距网格能消除随机因素对各景观指数值的影响,为适宜研究尺度.1985—2015年,南四湖湿地整体景观格局脆弱度呈恶化趋势,较高、高脆弱度范围随时间显著扩张.脆弱度空间异质性上升,受非结构性因素的影响增强,由空间自相关引起的空间变异略有减弱.脆弱度全局空间正相关性较强,呈空间集聚模式,且集聚现象日趋明显;局域自相关以空间局部聚集为主,高-高区的显著性水平最强,低-低区的显著性随时间增强.气温、降水等自然因素影响湖区景观格局脆弱度的空间分布,社会经济活动、政策体制等人为因素是脆弱度恶化的主要原因.     

基于景观格局的锦州湾沿海经济开发区生态风险分析

以辽宁省锦州湾沿海经济开发区为研究区,利用1992、2000和2007年3个时期的TM遥感影像为数据源,通过计算各景观格局指数,引入生态风险指数,利用GIS和地统计学,对生态风险指数进行采样和空间插值,得到基于景观格局的生态风险分布图。运用相对指标法对生态风险指数进行分级,将研究区域划分为低生态风险区、较低生态风险区、中等生态风险区、较高生态风险区和高生态风险区5个等级,在此基础上通过将不同时期的生态风险图层的叠加运算,分析了研究区景观生态风险的时空变化情况。结果表明：近15年来研究区生态风险主要以中等程度为主;处于低、较低生态风险程度的区域面积变化不大,空间分布也一直位于西部低山丘陵地区;较高生态风险区域面积增加较为显著,主要发生在兴城市和绥中县东南沿海地区;高生态风险区面积随着未利用地和芦苇湿地等高生态脆弱性景观类型面积的减少而略有下降。     

基于元胞自动机的城市生态安全格局模拟——以东莞市为例

以城市化快速发展的东莞市为研究对象,选取景观生态安全程度为评价标准,获取生态安全的元胞1 km×1 km范围内的城市化元胞数,将其嵌入元胞自动机(CA)转换规则中作为约束条件,控制城市发展,建立生态安全的城市CA,模拟生态安全的城市发展形态.结果表明: 东莞市综合景观生态安全指数从1988年的0.497降低到2005年的0.395,景观尺度上的生态安全下降.利用生态安全的CA模拟的2005年东莞市生态安全指数由实际的0.395增加到0.479,模拟的城市景观生态压力减小、生态安全状态和综合景观生态安全程度提高.CA可以作为探索生态安全城市研究的有效工具.     

Key herbivores reveal limited functional redundancy on inshore coral reefs

Marine ecosystems are facing increasing exposure to a range of stressors and declines in critical ecological functions. The likelihood of further loss of functions and resilience is dependent, in part, on the extent of functional redundancy (i.e. the capacity of one species to functionally compensate for the loss of another species) within critical functional groups. We used multiple metrics; species richness, generic richness, abundance and reserve capacity (i.e. the relative number of individuals available to fulfil the function if the numerically dominant species is lost), as indicators to assess the potential functional redundancy of four functional groups of herbivorous fishes (browsers, excavators, grazers and scrapers) in two of the worlds’ most intact coral reef ecosystems: the Great Barrier Reef (GBR) and Ningaloo Reef in Western Australia. We found marked variations in potential redundancy among habitats within each reef system and functional groups. Despite negligible fishing of herbivorous fishes, coastal habitats in both reef systems had lower functional redundancy compared to offshore locations for all herbivorous fishes collectively and the four functional groups independently. This pattern was consistent in all four indicators of redundancy. The potential vulnerability of these coastal habitats is highlighted by recent shifts from coral to macroalgal dominance on several coastal reefs of the GBR. Our approach provides a simple yet revealing evaluation of potential functional redundancy. Moreover, it highlights the spatial variation in potential vulnerability and resilience of reef systems.     

Butterflies (Papilionoidea and Hesperioidea) as potential ecological indicators of riparian quality in the semi-arid western United States

Ecological indicators can be used to detect, diagnose, and summarize information about environmental problems. Despite these important values, few indicators have been systematically validated. Broad information on relevance, feasibility, estimates of variance, and interpretation of the ecological indicator is needed for initial validation. Comparisons of ecological indicators can only be accomplished if they are contrasted with standard published criteria. In this paper, information on the potential use of butterflies as indicators of riparian quality is provided within a standard framework. Additionally, data from riparian areas along the Arkansas, Green, Pecos, Rio Grande, and Yampa rivers were collected to validate some specific criterion, such as ease of measurement and information on response to stressors. Information on sampling protocols and a butterfly metric, the Riparian Butterfly Index, is presented along with time needed to characterize butterfly sites. Sensitivity of butterfly assemblages to riparian environmental characteristics was examined using ordination of butterfly data and environmental variables. Characteristic assemblages were associated with high quality versus low quality riparian habitats. Response specificity to habitat and weather was tested with sites on the Arkansas river, which were repeatedly sampled over a 3-year period. An index of abundance varied between years and appeared to be related to weather; however, richness metrics for a given habitat type were consistent between years. Butterflies as ecological indicators were easily measured, integrated floodplain characteristics, and had low variability in response.     

Assessing the impact of ecological and economic factors on land degradation vulnerability through multiway analysis

Land degradation (LD) is a global problem which involves climate, soil, vegetation, economic, and population conditions. In Mediterranean Europe climatic variability and human pressure combine to produce soil sealing, erosion, salinisation, fire risk, and landscape fragmentation, all regarded as important factors to start LD. The aim of this paper is to introduce a time-series evaluation of land vulnerability to degradation based on nine ecological and economic variables. The analysis was carried out over 1970–2000 at the municipality level in Latium (central Italy), a region which has shown increasing land vulnerability in the last years. A multiway data analysis (MDA) was applied in order to explore the relationship among indicators over the study period. Their importance in determining LD vulnerability was estimated through a weighting system based on MDA results. A composite index of land vulnerability (LVI) was obtained as the weighted average of the nine variables transformed into single indicators, according to their relationship with LD. Considerable increases in LVI were observed in dry coastal and lowland municipalities close to Rome, thus indicating that climate aridity, population growth, and land use changes are important determinants of land vulnerability in Latium. LVI was positively correlated to the environmental sensitive area index (ESAI) measured on the same spatial and time scales, thus suggesting that a sound evaluation of land vulnerability is possible through LVI score.     

海口市海岸带近30年土地利用变化的景观生态风险评价

采用海口市海岸带1988、2000、2009、2017年4期土地利用矢量数据,运用格网GIS法、Kriging内插法构建景观生态风险指数模型,对海口市海岸带进行景观生态风险综合评价。结果表明：（1）各景观面积波动较大,景观类型以建设用地和耕地为主;（2）2000-2017年间人类活动对景观的干扰最为强烈,各景观的分离度、干扰度、脆弱度最大值均在此时域内出现;（3）研究时域内研究区的平均生态风险值由0.3424增加到0.4468;生态风险等级总体呈低等级向高等级转移的趋势,空间分布呈中部向东西、内陆向沿海递减的趋势,高等级的风险区逐渐朝沿海地区蔓延;较高和高生态风险区主要分布在海口建成区、南渡江沿岸、美兰机场、红树林保护区以及三江镇国营农场附近;（4）城市建设和临港产业的发展导致绿地、水域面积减少且分布趋于破碎、分离,是研究区生态风险值总趋势呈增高的主要原因。研究结果可为海口市海岸带景观格局的优化、土地资源的保护和可持续发展方面提供科学依据。     

银川盆地土地利用变化对景观格局脆弱性的影响

景观格局脆弱性能反映生态系统的不稳定性和对外界干扰的敏感性,有助于了解生态环境的状态和变化趋势.以银川盆地为研究对象,结合景观敏感性和景观适应性2个维度获取2001和2013年研究区景观格局脆弱度的分布情况,并探讨土地利用程度综合指数、综合土地利用动态度、土地利用变化重要性指数和多种土地转移类型对景观格局脆弱度的影响.结果表明： 土地利用程度综合指数的增加主要由耕地、林地、建设用地引起,耕地、林地的比例越高脆弱度越低,建设用地作用相反;随着综合土地利用类型动态度的增加,建设用地显著提高景观格局脆弱度,其次是草地,林地显著降低景观格局脆弱度,其次是耕地;随着土地利用变化重要性指数的增加,耕地显著降低景观格局脆弱度,其次是林地,草地有较弱趋势,规律不明显,建设用地显著提高景观格局脆弱度;耕地、林地、草地为主要转移类型时,建设用地的增加会提高景观格局脆弱度,建设用地为主要转移类型时,林地和草地会提高景观格局脆弱度,耕地作用相反.土地利用类型数量的变化在一定程度上可以影响土地空间结构变化,为合理开发利用土地资源提供参考依据.三元图能有效地反映多种土地利用变化类型对景观格局脆弱度的影响,丰富了土地利用变化研究的内容.