基于GIS的煤矿区景观格局时空变化分析——以呼伦贝尔市某煤矿为例

在GIS平台和Fragstats 4．1软件的支持下,本文以1989年和1999年的TM影像,2012年的资源三号卫星影像为数据源,利用景观／斑块类型面积、斑块所占景观面积的比例、斑块密度、最大斑块指数、总边缘长度、边缘密度、香农多样性指数、蔓延度指数等景观特征指标,对呼伦贝尔市某煤矿区的景观特征动态变化进行分析。结果显示：该煤矿区20多年来景观格局有了很大变化,景观类型由1989年的水域、草地、未利用地为主导变为2012年以未利用地、草地、耕地为主导,其中因人类工业活动和人工复垦导致工矿景观、道路景观、林地景观和耕地景观面积增加,而原来占绝对优势的水域景观面积则大幅减小。     

武夷新区土地利用变化及景观格局研究

以2010年的LandsatTM遥感影像图和武夷新区总体规划中新区2030年土地利用规划图为基础数据,在RS和GIS技术支持下,结合马尔科夫模型和景观生态学方法分析了未来武夷新区的土地利用与案观格局变化。结果表明：在规划实施后,建设用地通过占用耕地和林地而大面积增加,使得林地和耕地相应减少,人类活动对景观的干扰强度增大,区域景观斑块形状趋于规则简单化,斑块总数有所减少,平均斑块面积增大,景观连接度增强,破碎化程度降低,景观多样性增加。     

Habitat selection and home range size of red-legged partridges in Spain

To understand the factors contributing to the spatial behaviour of the red-legged partridge (Alectoris rufa), a radio-tracking study of free living partridges was carried out in Spain. During 2000–2002, 275 individuals were captured in four areas with different environmental and management characteristics. Sixty-nine adults and 23 juveniles were used to study space use distributions, including home range size, core area size and habitat selection. According to a generalized linear mixed model, 63% of the variability in home range size was explained by three landscape variables: edge index, average patch size and agricultural disturbance. Habitat selection was not influenced by age or sex because parents and juveniles remained together for most of the year, except during mating. The decline of the red-legged partridge in Spain was preceded by agricultural transformations related to land holding concentration and an increase in cultivated surface per property, which increased patch sizes and decreased edge and marginal areas across Spain.     

Influence of new town development on the urban heat island - The case of the Bundang area

Five new towns have been developed around the Seoul metropolitan area since 1996. However, these new towns generate lots of traffic and related problems in the areas including those new towns and Seoul as a result of increases in population and a lack of ecological-self-sufficiency. Currently, construction of another new town is under deliberation, and what should be a major consider is the notion that the new town be located within a wide, green zone. Many studies have revealed that green space can play an important role in improving urban eco-meteorological capability and air quality. In order to analyze the urban heat island which will be created by the new urban development, and to investigate the local thermal environment and its negative effects caused by a change of land use type and urbanization, Landsat TM images were used for extraction of urban surface temperature according to changes of land use over the last 15 years. These data are analyzed together with digital land use and topographic information. As a study result, it was found the urban heat island of the study area from 198.5 to 1999 rapidly developed which showed a difference of mean temperature above 2.0. Before the Bundang new town construction the temperature of the residential area was the same as a forest, but during the new town construction in 1991 analysis revealed the creation of an urban heat island. The temperature of a forest whose size is over 50% of the investigation area was lowest, and thus the presence of a forest is believed to have a direct cooling effect on the urban environment and its surroundings. The mean temperature of the residential and commercial areas in the study was found to be 4.5 higher than the forest, and therefore this part of land use is believed to be the main factor causing the temperature increase of the urban heat island.     

东洞庭湖保护区1989～1998年水禽栖息地动态研究

栖息地的改变是全球生物多样性存在的最大威胁。利用卫星遥感技术和地理信息系统的空间分析功能,从景观尺度上研究了东洞庭湖自然保护区1989～1998年越冬水禽栖息地的动态变化特征,结果表明:1989～1998年水体、泥滩地、草滩地和水田等水禽适宜栖息地的面积在减小,破碎化程度有所增加,而芦苇滩地、旱地、林地、建成区这几类水禽分布较少栖息地类型的面积和破碎化程度的变化正好相反;近10年来水禽栖息地的变化比较明显,其中草滩地演变为芦苇滩地及水田改为旱作农田的变化最为突出,变化的面积分别占整个保护区面积的10.66%和6.13%。这些变化趋势意味着研究区近10年来水禽的适宜栖息地在退化。针对变化的原因,论文还对该区域生物多样性的保护与栖息地管理提出了可行的建议。     

东江下游河网区土地利用变化及其对水体的生态影响

论文以东莞市为研究区域,基于1990、2000、2009年3期遥感影像,采用土地利用变化速率、土地利用转移矩阵及景观指标,分析了近20 a东莞市土地利用变化过程及其对水体的生态效应。研究结果表明:①近20 a东莞市土地利用结构由农业用地、林地为主向城市建设用地为主迅速转变,耕地、园地、林地比例由1990年的23.56%、13.39%和28.73%下降为2009年的11.35%、3.26%和17.39%,与此同时建设用地面积比例则由20.21%增加为53.62%,此外,2000—2009年土地利用变化程度较1990—2000年更为剧烈;②东莞市农业用地面积逐年降低,单位面积化肥施用量减少58.30%,单位面积农药施用减少32.35%,表明农业面源污染在过去一段时间内具有减弱趋势,与此同时城镇建设用地下垫面增加导致的城市非点源污染威胁则逐渐增强,这一情形将随着城市化用地的继续扩展和水体总面积的减少而愈加严重;③东莞市水体景观优势程度逐渐下降,水体受人为干扰强烈。水库、河流缓冲带内建设用地比例明显增加,河道被人工化、渠道化程度增强。综合以上研究结果,东莞在城市化建设中应加强水资源的保护和管理;水污染防治中,在治理点源污染的基础上,加强城市下垫面非点源污染的防控。     

湿地景观破碎化对东方白鹳栖息地的影响——以三江平原东北部区域为例

以野外栖息地要素调查为基础,通过模型定量化分析,研究了三江平原东北部湿地景观破碎化过程及其对东方白鹳栖息地的影响。结果显示:当景观面积占区域面积超过50%,景观连通度高于50时,景观基质处于低度破碎化状态,景观斑块面积丧失对栖息地影响显著;当景观面积占区域面积小于30%,景观连通度低于30时,景观处于高度破碎化状态,景观空间隔离、斑块形状以及景观结构对栖息地影响更为显著。景观破碎化过程中,沼泽湿地主要在面积丧失方面对东方白鹳觅食地产生影响;而湖泡和岛状林湿地在斑块数量丧失和空间隔离方面对东方白鹳筑巢地和觅食地产生显著影响。     

岩溶山区不同岩性和地貌类型下景观斑块分布与多样性分析

以研究区2000 年TM影像、1:50 000 地形图和1:250 000DEM为基础数据源, 运用景观斑块 分布与多样性特征指数, 测算了黔西南中低山丘原盆谷区不同岩性和地貌类型下景观格局特征。结 果表明: ①灌木林地、疏林地、中覆盖度草地占据着景观中的优势地位, 是明显的景观基质, 控制着 区域景观生态格局及其发展。景观斑块类型在不同岩石和地貌类型区存在较明显差异; ②在连续性 灰岩区、灰岩与碎屑岩互层区和灰岩夹碎屑岩区形成的山间盆地和高原台面上以及北部水热丰富 的河谷地带, 水田、旱地、疏林地、低覆盖度草地集中分布, 浅中切割低山类型中有林地和灌木林地 集中分布; ③在连续性白云岩区形成的深切割( 低、中和高) 丘陵、浅切割( 低、中和高) 丘陵, 低覆盖 度草地和灌木林地集中分布; ④从岩溶石漠化、土壤侵蚀、森林退化的空间格局及其组合来看, 在形 成生态环境的区域差异过程中, 岩性和地貌的空间组合结构起着显著的控制作用。     

太湖流域水生态功能区土地利用变化的景观生态风险效应

以太湖流域及其一级水生态功能区为研究对象,以Landsat遥感影像解译获得的2005年和2008年土地利用分类图等为基础数据,基于土地利用类型比例变化、转移矩阵、GIS叠加分析、土地利用综合转换速率、景观生态风险指数和土地利用变化的景观生态风险效应系数等分析方法,综合分析了太湖流域及其不同一级水生态功能区的土地利用与景观格局及其变化特征,在计算相关中间参数的基础上,从景观尺度计算得到了太湖流域及其不同一级水生态功能区景观生态风险值,并在此基础上对太湖流域及其不同一级水生态功能区景观生态风险差异特征进行了比较分析,进而分析了各区景观生态风险与土地利用变化之间的效应关系,从而为流域不同水生态功能区差异化水生态保护决策提供依据。     

三峡库区社区水平乡村路网对森林景观变化的影响

人为扰动是短时空尺度内森林景观变化或用途转换的主要动力,而乡村路网则成为人为扰动拓展的主要通道。基于1992、2002、2014年三峡库区重庆市石柱县西沱镇3期遥感影像和实地调研数据,在ArcGIS平台支持下,研究社区水平乡村路网对森林景观变化的影响。结果表明：1）1992—2014年研究区乡村路网影响域内次生林、退化林地和耕地的动态变化较显著,集中分布在中西部平坦区。1992—2002年乡村路网缓冲区内森林景观整体呈退化趋势,退化类型以次生林→退化林地、次生林→耕地、退化林地→耕地为主,演化量达1 705.91 hm²;2002—2014年乡村路网缓冲区内森林景观主要呈恢复趋势,恢复类型以耕地→退化林地、耕地→次生林、退化林地→次生林和原始林→退化原始林为主,演化量达1 674.52 hm²。2）相比发现,前一时期研究区乡村路网长度的增加和路网材质的提升很大程度上驱动森林景观的退化,而后一时期低等级路段的消失、废弃或利用率的降低则有助于森林景观的恢复,消失路段恢复率近100%。3）研究有助于丰富人们对社区水平乡村路网影响森林景观变化的理解与认识,为生态文明建设中合理规划乡村路网提供科学依据。     

大渡河上游地区景观格局与动态

利用卫星遥感资料,对大渡河上游地区金川、壤塘、马尔康三县18665km²土地的景观格局与动态进行分析。结果显示,1995～2000年,研究地区的景观破碎化程度有所下降,多样性增加,斑块形状不规则性增强。整个景观表现出以草地为基质,以林地变动为主要特征。5年间,有林地面积减少53687hm²,大部分转变为灌木林地和疏林地。有林地的空间动态,如斑块密度下降,形状趋于规则等,显示该地区森林减少主要是有计划采伐的结果。耕地面积的下降则表明当地退耕还林、还草的政策措施已初见成效。     

鲁东山区流域景观格局与面源污染关联关系

基于实地监测和3S技术,以鲁东低山丘陵地区栖霞市为研究区,采用Spearman相关、非约束性PCA、对应典范分析（CCA）等方法,研究不同流域尺度下景观格局与面源污染的关联关系。结果表明：（1）研究区景观格局空间分异明显,在特征尺度下农用地和建设用地斑块较为破碎,林地、园地斑块聚集性强。（2）研究区河流面源污染物主要以TN为主,EC、COD污染次之,主河道出水口为污染较为严重的区域。（3）景观格局对水质的影响丰水期要大于平水期,TN和EC对土地利用类型面积比例和景观格局指数的变化最为敏感。（4）平水期河岸带尺度下景观格局对TN影响最大的为斑块密度,EC受景观边缘密度影响最大,小流域尺度TN受景观蔓延度影响最大,COD与景观多样性关系密切;丰水期河岸带尺度景观多样性对TN影响最大,EC受斑块聚合度影响最大,小流域尺度影响TN最大的因素与平水期一致,EC与景观蔓延度关系密切。（5）小流域景观类型水平下,TN主要受林地斑块密度影响,TP与耕地散布与并列指数关系密切;丰水期TN受林地散布与并列指数影响显著,TP对林地平均分维数变化敏感,EC受草地聚集性影响最大。本文分析了研究区景观格局与面源污染空间分布特征,探讨了两者在不同尺度下的相关性,可为栖霞市水土资源可持续利用提供科学依据。     

Effects of forest policy on landscape pattern of late-seral forest of the Western Olympic Peninsula,Washington

Forest harvest policies and regulations in the Pacific Northwest region of the United States have changed considerably across all land ownerships over the last 25 years, primarily in response to concerns over threatened and endangered species. For example, in July 2001, Washington State adopted new forest practice rules for private ownerships, which were aimed primarily at improving habitat for aquatic and riparian species. Before adopting the new rules, an environmental impact assessment was conducted in which three alternatives were considered in detail for their contributions to riparian habitat. Implications for upland species were not considered, although riparian protection has the potential to make contributions to habitat for obligate late-seral species.Effects of the three management alternatives were projected on private lands 200 years into the future, holding constant current practices on other lands managed for timber (federal, tribal, and state). The resulting distribution of late-seral forest across the Western Olympic Peninsula was compared. Simulations predicted that late-seral forest would cover between 39 and 48% of the landscape, well above the 8% that it currently occupies. Five to 21% of this late-seral forest would be on private lands (compared to <1% currently), and 71–85% on public lands (compared to 91% currently). Landscape pattern analysis indicated that the total amount of late-seral forest was significantly different among the three scenarios. However, there was no discernible difference in interior forest area, edge density, and mean distance between patches between a “no-action” alternative and the alternative that was ultimately adopted into rule. The most protective alternative had significantly more interior forest area and greater mean distance between patches, but it also had significantly higher edge density as a result of the linear nature of the riparian reserves and small patches of steep, unstable slopes. Our analysis framework will be useful for evaluating the effects of alternative management scenarios on landscape pattern across broad geographic areas with complex ownership.     

城市化对城市森林组成和结构的影响——以上海“城-郊”样带为例

由于城市森林可改善人居环境并提高居民的生活环境质量而备受关注,而城市化进程的加剧使生态系统的结构也发生了很大变化。论文以快速城市化进程中上海“城-郊”样带为例,基于地理信息技术,采用景观格局分析和数理统计方法,有效量化“城-郊”样带;并借助植被功能分类的相关理论,以乔木组成和结构变化为载体,探讨城市化程度对城市森林的影响。结果表明：1）城区乔木丰富度指数（S）、Shannon-Wiener指数（H）和Simpson指数（D）高于郊区,二者存在显著性差异（P<0.05）;但城区和郊区乔木物种均匀度分别为0.448±0.043和0.394±0.038,不存在显著差异（P>0.05）。2）城区乔木的密度小于郊区,分别为248±25和472±57株/hm²;且二者间存在显著性差异（P<0.05）。3）城区和郊区的城市森林群落的生长潜能存在一定的差异,郊区具有较多数量的高生长潜能乔木,而城区中低生长潜能的常绿乔木密度比郊区高;4）城区、郊区中各胸径量级的乔木数量分布均呈倒J型曲线。通过该研究以期促进城市森林生态系统服务功能发挥的同时也为进行城市森林的管理提供科学依据。     

Landscape patterns and parcel boundaries: an analysis of composition and configuration of land use and land cover in south-central Indiana

In many areas of the world, socioeconomic and political factors are increasingly impacting spatial patterns of land use and land cover in the landscape. Much of the land in the United States has been divided using a grid-based system that was implemented to realize socioeconomic and political goals rather than to protect and conform to biophysical differences. The borders of individual parcels of land often reflect the boundary lines created by this system. These borders are important components of policies related to land management such as zoning and private land use decisions. The potential impact this system of land division may have on spatial patterns in a landscape remains unclear. The majority of landscape research has focused exclusively on biophysical differences occurring over relatively large areas of land and ignored possible finer-scale, human impacts on landscape composition and configuration. There is a need for research on spatial patterns occurring over areas that match socioeconomically or politically important units of land in order to improve understanding of relationships between human related processes and ecosystem functions and to create better management policies.This research explores whether the system of land parcelization is evident in patterns of land use and land cover in the landscape of south-central Indiana. In particular, it investigates whether parcel boundaries correspond to distinct changes in the composition and configuration of forest, developed, and agricultural lands. This research uses theory and methodology from geography, geographic information science, and landscape ecology to analyze patterns of land use and land cover in a rural to semi-rural county in south-central Indiana. A classification of a remotely sensed image is used as a basis for calculating metrics of landscape composition and configuration with the use of a geographic information system. The metrics are calculated for areas of forest, developed, and agricultural land associated with a sample of parcels chosen to represent all the parcels within Monroe County. The values for areas near the parcel boundaries are compared with the values for areas at relatively short distances from the parcel boundaries. This comparison indicates whether there is a distinct change in the composition or configuration of the landscape occurring at approximately the parcel boundaries.The results suggest that in Monroe County, Indiana, changes in the composition of the landscape, particularly the amount of area covered by agriculture and forest, correspond with parcel boundaries. Changes in the configuration of agricultural and, to a lesser extent, developed lands also occur near parcel boundaries. The results support the hypothesis that the grid-based system of parcelization has affected spatial patterns of land use and land cover. These results illustrate the potential impact socioeconomic and political systems may have on spatial patterns in a landscape.     

艾比湖湿地土地利用/覆被-景观格局和气候变化的生态环境效应研究

借助Arc GIS与ENVI软件,以1998年、2006年和2014年遥感影像Landsat TM/OLI为数据源,得到3期艾比湖湿地自然保护区土地利用/覆被类型图.在空间尺度上将研究区分为3个特定研究单元来分析土地利用/覆被变化特征,并从景观格局和气候变化两个方面来进行生态环境效应研究.通过计算土地利用/覆被类型生态风险指数,从而获得研究区生态安全指数,最终建立艾比湖湿地自然保护区土地利用/覆被类型与生态环境之间的数量关系,并对整体及局部地区进行生态环境质量动态分析.结果表明,水域和其他(裸地和戈壁)是研究区内的优势景观类型.水域的平均斑块面积最大,水域和其他(裸地和戈壁)的最大斑块指数较高,盐碱地和其他(裸地和戈壁)的分维度指数较高,水域和其他(裸地和戈壁)的聚集度指数较大,林草地空间分布离散,破碎化程度高,连通性差.1998—2014年期间多样性指数增加,说明各景观类型所占比例趋于均衡化,作为优势景观类型的湿地对整个景观的控制作用减小,景观异质性增加.1998—2014年间,艾比湖湿地自然保护区总体生态环境指数呈逐步升高趋势,但生态环境质量的改善与恶化同时存在,并在特定研究单元上出现明显的区域分异特征.盐碱地、其他(裸地和戈壁)向湿地及荒漠向其他(裸地和戈壁)的转化是环境改善的主导因素.湿地向水域和其他(裸地和戈壁)的转变是环境恶化的主导因素.据1998—2014年的气象资料,降水量呈下降趋势,降水减少使植物存活率降低,导致植被覆盖率下降,从而影响生态环境的健康发展.另外,在分析驱动机制的基础上,建立了优选多元线性回归方程,结果表明,在景观指数和年径流量中,艾比湖湿地自然保护区生态环境指数的变化与平均斑块面积和分维度指数均呈显著相关.该研究对艾比湖湿地自然保护区土地利用合理规划管理、生态恢复和经济发展政策的制定有着非常重要的意义.     

Agricultural landscape change and stability in northeast Thailand: historical patch-level analysis

The temporal nature of agricultural landscape change, where both intra- and inter-annual processes and changes are often at work, renders traditional methods of landscape change assessment not completely effective. Additionally, seasonal and longer-term shifting patterns of cultivation can sometimes appear as permanent landscape change when in fact they actually are simply a local change in spatial arrangement. To address these complexities, this work tests an approach that is longitudinal in character and based upon assessing the structure of landscape change as well as the landuse/landcover (LULC) change. Set in rural northeast Thailand, patch dynamics are examined through use of LULC change trajectories built from an image time series and temporal patterns built from pattern metrics. The given unit of observation is the pixel, and its “life history” is constituted by the values derived from the images of a satellite time series, which are then reconstituted at the patch level for better ecological interpretation. The hypothesis that underpins this approach is that the nature of the trajectory is associated with the function of the land in that patch and in the neighborhood of surrounding patches. Hence, different trajectories of LULC spatial arrangement may suggest, for example, differences in the stability or dynamics of LULC over time and space, which are further suggestive of land sustainability or resilience, or conversely land conversion or dynamism. The study area for this research is a marginalized, agrarian environment in northeast Thailand, a region that has undergone deforestation of upland forests for the cultivation of commercial field crops, intensification of lowland rice for subsistence as well as local and regional sales and global export, and LULC scenarios altering the savanna landscape that serves as the background matrix. The analysis here characterizes the relative stability and temporal dynamics of LULC at the patch level. Pattern metrics calculated at the patch level are assessed as the spatial organization of landscape units that represent: (1) transitional areas of LULC dynamics occurring as peripheral expansion, (2) LULC change from forest to agriculture through deforestation, or (3) agriculture to forest through secondary plant succession, with savanna serving as a transitional matrix. In short, this paper proposes and tests a method for assessing the temporal persistence of LULC through pattern metrics. The method contributes a technique for analyzing the landscape ecology of sites as a function of their stability/dynamics within a scale-explicit context, and contributes to the growing body of work on relating scale, pattern, and process.     

1989~2015年海口城市热环境与景观格局的时空演变及其相互关系

利用1989,1999,2007和2015年的4期Landsat 5TM/8OLI-TIRS遥感数据,综合应用遥感、地理信息系统、景观生态学和统计分析相结合的方法,探讨海口城市热环境与景观格局的时空演变关系.结果显示,1989~2015年间,海口城市陆地表面温度（LST）总体呈逐步上升的趋势.城市热岛面积逐步扩大,空间质心向西南方向转移,且在2007年以后转移速率明显加快;冷岛质心则向东部生态核心区转移.城市LST较高的区域往往与不透水表面分布一致,较低的LST与绿地或水体分布一致.4期绿地的平均LST比不透水表面低4.17℃,其中2015年绿地景观类型百分比（PLAND）每增加10%导致LST下降0.57℃;不透水表面每增加10%,LST则上升0.78℃.不同时期绿地和不透水表面的平均LST与PLAND、最大斑块指数（LPI）、聚集度指数（AI）均表现为一致的极显著相关关系,且相关性逐年增强,其中绿地为负相关,不透水表面为正相关;景观斑块的大小和聚集程度对城市LST有较大影响.研究结果可以拓展对城市热环境与景观格局时空演变关系的认识,为城市规划和决策者提供参考.     

Trends in fire patterns in a southern African savanna under alternative land use practices

Climate, topography, vegetation and land use interact to influence fire regimes. Variable fire regimes may promote landscape heterogeneity, diversification in vegetation pattern and biotic diversity. The objective was to compare effects of alternative land use practices on landscape heterogeneity. Patch characteristics of fire scars were measured from 21 annual burn maps produced from 1972 to 2001 Landsat imagery. Trends in fire patterns under alternative land use practices were compared across a 250,000 ha savanna in southern Africa partitioned into three land use zones. Zone 1, Madikwe Game Reserve (MGR), has had mostly prescribed fires since 1993. Zone 2, cattle farms near MGR in South Africa (SAF), has experienced occasional fires. Zone 3, communal grazing lands in neighboring Botswana (BOT), has had the fewest fires. Cattle ranching was the predominant land use throughout the study area until 1992, when land use switched to conservation and eco-tourism in MGR. Sixteen landscape metrics were applied to this data set to uncover trends in the patch characteristics of the fire scars. A principal components analysis (PCA) reduced the dimensionality of the results so trends in the 10 most important size, shape, and proximity metrics could be better interpreted. The PCA results showed that more burning over time in MGR, and to a lesser extent in SAF, increased patch size, size variability, shape complexity and proximity, while fire exclusion in BOT produced no change or decreasing trends. We tested for significant differences in these metrics between the three land use zones and between two periods, 1972–1992 and 1993–2001. Most patch characteristics in MGR and SAF differed significantly from those in BOT, especially during the latter period, while between MGR and SAF they did not. Patch area, shape complexity and core area increased significantly between periods in MGR, while patch size, size variability and core area increased significantly between periods in SAF. In BOT, no patch characteristics changed significantly between periods. Within the time span analyzed for the study area, we conclude that increased fire occurrence promoted landscape heterogeneity while fire exclusion did not.     

南昌市城市空气PM2.5和PM10时空变异特征及其与景观格局的关系

基于2013—2015年南昌市9个空气环境监测点的连续数据,分析了空气PM_(2.5)、PM_(10)质量浓度(以下简称浓度)的时空变异规律,并以景观格局指数为定量指标,研究了监测点的两种颗粒物浓度与其周边500 m半径、1000 m半径缓冲区的土地利用状况的关系.结果表明:(1)南昌市3年来PM_(2.5)和PM_(10)浓度逐年显著降低.(2)通过聚类分析,9个监测站依据颗粒物污染可分为4大类,表现出一致的城乡梯度差异.(3)在斑块类型水平上,PM_(2.5)和PM_(10)浓度与500、1000 m半径缓冲区的C-PLAND(建筑用地覆盖率)、C-SHDI(建筑用地多样性指数)显著正相关,与1000m缓冲区的F-ED(林地边界密度)显著正相关;与F-PLAND(林地覆盖率)、C-Fi(建筑用地分离度指数)、F-MPS(林地平均斑块面积)显著负相关.在景观水平上,PM_(2.5)和PM_(10)浓度在500 m缓冲区与LPI(最大斑块所占景观比例)显著负相关;与1000 m缓冲区的MPS(平均斑块面积)显著负相关.景观格局指数直接反映土地利用状况,它与PM_(2.5)和PM_(10)浓度的相关性,表现出生态学中典型的"源汇景观"关系.