Functional regression on remote sensing data in oceanography

The aim of this study is to propose the use of a functional data analysis approach as an alternative to the classical statistical methods most commonly used in oceanography and water quality management. In particular we consider the prediction of total suspended solids (TSS) based on remote sensing (RS) data. For this purpose several functional linear regression models and classical non-functional regression models are applied to 10 years of RS data obtained from medium resolution imaging spectrometer sensor to predict the TSS concentration in the coastal zone of the Guadalquivir estuary. The results of functional and classical approaches are compared in terms of their mean square prediction error values and the superiority of the functional models is established. A simulation study has been designed in order to support these findings and to determine the best prediction model for the TSS parameter in more general contexts.     

厦门环同安湾海岸带景观空间格局动态变化分析

利用遥感和地理信息技术,运用平均斑块面积与分离度指数、多样性指数、破碎度指数、优势度指数和分维数等景观格局指数,以厦门环同安湾区1989年、1997年和2007年3个时期遥感影像解译数据作为基本信息源,对过去18年间环同安湾海岸带的景观格局的时空变化过程和演变趋势进行了研究。结果表明：1989—2007年,农田面积大量...     

青藏铁路建设对沿线景观格局的影响

采用遥感和地理信息系统技术,通过对青藏铁路唐古拉山口至拉萨段铁路沿线景观进行分类和制图以及对铁路修建前后景观指数的计算,分析了铁路修建前后景观格局的变化。结果表明铁路建设工程对沿线小范围的景观格局影响较大,对沿线较大范围的景观格局影响较小。     

Land-use dynamics and landscape pattern change in a coastal gulf region,southeast China

This study quantitatively analyzed spatiotemporal changes in land use and landscape pattern in a coastal gulf region of southeast China by comparing classified satellite images from 1988, 2002, and 2007, using a geographic information system (GIS), remote sensing (RS), and landscape pattern metrics. The results show an increase in cropland, built-up area, and aquaculture area and a decrease in orchards, woodland, and beach area during 1988–2007. Over the study period, 64.3% of newly-expanded cropland was from woodland; newly-expanded built-up area of 34.8, 27.2, and 20.4% was converted from cropland, woodland, and beach areas, respectively; and newly-expanded aquaculture increased by 45.1 and 29.4% from beach and water body areas, respectively. Trend analysis of landscape pattern metrics demonstrates fragmentation of the landscape, with landscape pattern structure becoming more complex over the last two decades in the Louyuan Gulf region. Urbanization and policy developed to transfer beach/seawater areas into built-up area/aquaculture are the two main driving forces contributing to dynamic changes in land use and landscape pattern in the last two decades in Louyuan.     

吴江市土地利用变化及其生态效应

利用1993、2000和2004年吴江市的遥感影像,在GIS和RS支持下,通过构建土地利用转移矩阵对土地利用变化进行分析,并对其产生的生态效应进行研究。结果表明,吴江市的耕地基底向建设用地基底转化,生态系统结构的多样性和均匀度降低,景观整体形状趋于规则;生态系统功能退化,耕地的减少以及建设用地面积的增加是导致总价值减少的主导力量,而水域生态服务价值的增加是阻止其显著减少的原因;水源涵养和废物处理功能贡献度最大,超过总价值的50%;汾湖镇所占生态服务价值比重最高,分别为24.2%、25.21%2、5.13%,桃源镇所占比重最低。     

苏北侵蚀型海岸湿地景观时空演变特征及驱动机制

运用RS、GIS技术和景观生态学方法,对盐城国家级自然保护区侵蚀型海岸湿地1987、1997和2007年3个时相的景观数据进行分析,辨识侵蚀型海岸湿地景观格局时空演变特征。结果表明,1987—1997年,研究区光滩面积比例由76.91%下降至58.37%,碱蓬湿地由18.68%下降至5.51%,芦苇湿地由4.42%上升至13.01%,并出现了米草湿地和养殖池景观类型,1997年其面积比例分别为13.35%和9.76%。1997—2007年,碱蓬湿地退化消失,养殖池减少,芦苇湿地、米草湿地、光滩面积增加,其比例分别为15.85%、14.50%和60.86%。就景观异质性而言,多样性指数先升后降,景观优势度持续下降。景观空间演替呈现单向性特征:1987—1997年,从陆地向海洋方向演替;1997—2007年,从海洋向陆地方向演替。海岸地貌过程和植物覆被类型的连续变化导致湿地景观演变呈连续变化,但干扰往往使生态过程的连续性发生改变。     

Soil landscape constraint mapping for coastal land use planning using geographic information system

The aim of the study was to delineate soil landscape constraints to various land uses for urban and regional planning in the coastal areas of New South Wales (NSW), Australia. Soil landscape units mapped at 1:100,000 or coarser were sub-divided into component facets using advanced terrain modelling techniques in a geographic information system (GIS). The output facet grids were further overlain and linked with relevant GIS layers and soil databases to derive soil landscape constraint ratings for various land use purposes such as residential development, cropping and grazing. The constraint ratings for a specific land use were calculated based on objective and rule-based assessments of soil and landscape features such as engineering hazards, intrinsic fertility, drainage and other parameters. A series of soil landscape constraint maps which portray specific land use capability have been produced for the NSW coast. The methodology developed in this study has been demonstrated to be efficient in delineating soil landscape constraints and there is over 90% agreement between the model outputs and the assessment by soil surveyors with local knowledge. The output maps show levels of unprecedented detail of soil and landscape constraint for the coast of NSW and can be readily interpreted by land use planners and land managers for sustainable land use decision making practices.     

Development and application of GIS datasets for assessing and managing coastal impacts and future change on the central coast of Western Australia

The coastal zone between Guilderton and Kalbarri, north of Perth, Western Australia, is a highly dynamic area of high landscape and conservation values under increasing development pressures. Intensification of terrestrial and coastal impacts has highlighted the need to develop a georeferenced data base for land management. The Coastal Assessment and Restoration project aimed to document the natural resources and coastal developments to the region and to identify & assess threats to the coastal strip through the creation of GIS datasets. GIS datasets provide a key source of reference information which can be accessed by a number of stakeholders for future coastal planning and management and provide a basis for developing a risk management assessment of the coastal zone and a strategy for coastal managers in our climate change future.     

城市绿地对周边热环境影响遥感研究--以北京为例

城市绿地是缓解城市热环境效应问题的主要因素之一,它不仅在宏观上影响城市区域尺度气候条件,而且在小区尺度直接影响到周边的热环境条件。本文从绿地景观格局的角度出发,利用遥感技术和地理信息技术,以北京市主城区的城市绿地作为研究对象,以绿地周边建筑物作为热环境影响承载体中介,分析了影响建筑热环境的绿地的主要景观因子,开展了城市绿地对周边热环境的影响范围、降温幅度以及绿地景观参数与降温幅度的相关关系研究。首先,从TM遥感影像上人工数字化选取了26个城市绿地斑块,同时提取了其周边建筑物像元;然后,基于定量遥感理论反演了绿地和建筑物的温度,并利用GIS工具统计了绿地和建筑的景观格局信息;最后,基于空间统计分析方法和等温线周长-温度曲线变点方法确定了城市绿地对周围建筑物热环境的影响范围,通过相关性分析探讨了城市绿地景观参数与其降温幅度之间的相关性。研究结果显示：（1）在100 m空间分辨率的尺度下,北京大部分城市绿地斑块对周边100 m范围内的建筑具有降温效应;面积在0.5 km2以上的绿地斑块,对周边100 m范围内建筑物具有明显降温效应,降温幅度在0.46~0.83℃之间,平均降温幅度为0.72℃;面积在0.5 km2以下的,具有较高植被覆盖度的绿地斑块有一定的降温效应,不具有较高植被覆盖度的绿地斑块降温效应不明显;（2）绿地斑块的周长、面积、形状指数和植被覆盖度与其周边建筑物的降温幅度没有显著的相关性。该结果表明,绿地的面积无论多大,其对周边环境的降温效应都限制在一定空间范围内;在布设城市绿地时分散型绿地比集中式大绿地对周边环境的总体降温效应更好。研究结果揭示了城市绿地对周边热环境影响的空间范围、降温幅度以及绿地景观参数与降温幅度的相关关系,可为城市规划建设及环境评价等提供科学参考。     

遥感水文耦合模型的研究进展

遥感水文的耦合模型在目前生态环境领域,特别是在水资源的应用和管理中其作用日益重要,具有大流域尺度上快速应用、实时动态监测等优点。结合国内外近年来取得的研究成果,文章综述了遥感水文耦合模型的研究进展。首先介绍了遥感技术在水文学中的应用,讨论了它的分类发展概况,接着介绍了几种主要的遥感水文耦合模型及其应用实例,包括SCS(SoilConservationServices)模型、SiB2(SimpleBiosphereModelversion2)简化生物圈模型、SRM(SnowmeltRunoffModel)融雪径流模型以及SWAT(SoilandWaterAssessmentTool)模型,最后展望了遥感水文耦合模型未来的发展趋势,指出尺度问题上的时空变异性仍是其发展的关键,与GIS(Geographicinformationsystem)及其他空间技术的相结合是其未来发展的重要方向,从而为水文学、水资源的预测评价等研究提供参考。     

Evaluation of suitable tiger habitat in Chandoli National Park,India, using spatial modelling of environmental variables

Application of remote sensing and Geographic Information System (GIS) as a tool has assumed an immense significance in habitat suitability modelling for various wildlife species and now a days these are widely used in conservation biology and wildlife management.     

遥感与GIS在蝗虫生境研究中的应用进展

蝗虫生境是蝗虫赖以生活、生存的环境。利用遥感技术获取与蝗虫密切相关的各种生境因子,并结合GIS技术研究和阐明蝗虫的生境因子对东亚飞蝗的产卵、孵化、成虫、迁飞等生育周期的影响机理,是实现对蝗虫监测、预测预警的基础。文章首先分析了各种蝗虫生境因子对蝗虫发生的影响机理,认为这些生境因子对蝗灾发生的影响不是孤立地起作用的,仅靠单个生境因子进行蝗灾的预测是不全面的,而遥感和GIS技术方便的获取、管理和分析多种生境因子数据,在大尺度蝗灾发生监测和预警中起到不可替代的作用。通过对遥感与GIS在蝗虫的不同发育阶段（蝗卵发育阶段、蝗蝻发育阶段和成虫阶段）的应用及其进展的分析,认为对蝗虫不同生育阶段的遥感监测需采用不同的参数和技术才能达到更好的效果,最后提出了遥感与GIS在蝗虫生境监测方面的未来发展方向。     

GIS and remote sensing as tools for conducting geo-hazards risk assessment along Gulf of Aqaba coastal zone,Egypt

Satellite remote sensing data, in addition to Geographic Information Systems (GIS), offers an excellent alternative to conventional mapping techniques in monitoring and mapping of geo-hazards areas. One of the most sustainable development projects in Egypt has been accomplished in Sinai, especially along and around the Gulf of Aqaba and the Gulf of Suez. Variations along the coastal zone of the Gulf of Aqaba have been identified through the analysis of multi-temporal satellite images with the aid of GIS analysis. The study area is subject to rapid and increasing changes in land-use/land-cover that resulting from natural and human activities such as flash flooding, seismic activity, landslides, and tourist and urban activities. This is in addition to the construction projects of roads, ports, PowerStation stations, mineral exploration, beaches, and tourist villages resulting from major environmental impacts. The current study aims to use Remote Sensing and GIS tools to investigate, monitor, and assess geo-hazards through the building of a geographical database. Several techniques have been developed over the last decade mostly to study the geological and geomorphologic characteristics of the terrain; land-use and land-cover changes. These are based on satellite imagery and Digital Elevation Models (DEM) to determine the topographic features, and geo-hazards maps. It is concluded that integrated approaches to monitoring can successfully be used to assess the environmental impacts along the Gulf of Aqaba coastal zone.     

利用景观梯度法分析张家港市城市景观变化

在遥感与GIS技术平台的支持下,利用景观格局梯度法分析了张家港市各土地利用类型的景观格局及其时空分布特征.研究结果表明,2002-2006年,张家港市城市景观格局总体变化明显,城镇用地增长22.10%,农业用地则减少14.96%.在空间上,呈现出城市一城乡交错带一农业区的变化特征;在时间上,整体样带体现出斑块密度升高、...     

Changes in wetland landscape patterns on Yinchuan Plain,China

Wetlands, with their many values and important functions, are precious resources. They have, however, undergone great changes during economic development and population growth. Relying on recent advances in remote sensing and geographic information system (GIS) techniques, this paper probes changes in wetland landscapes on Yinchuan Plain during 1978–2006. A series of remote sensing images was used to identify wetland landscape types. Landscape pattern indices, such as patch number, patch density, landscape shape, and Shannon's diversity, evenness, and contagion indices were calculated with GIS and landscape analysis software. Changes in wetland landscape patterns on Yinchuan Plain were analyzed. The analysis show that the total area of wetlands on Yinchuan Plain decreased from 391,540,239 m² in 1978 to 267,979,957 m² in 2006, a significant change over 28 years. The area of rivers and lakes has shrunk, and the area of paddies has increased consistently, with increasing wetland fragmentation and heterogeneity. The number of patches, patch density, and landscape shape index shows that wetland landscape patterns have undergone great changes. The landscape diversity, landscape evenness, and contagion indices indicate that wetland landscapes have become less heterogeneous. We discuss the causes of these changes and the sustainable development of wetland ecosystems.     

珠江三角洲典型区景观生态聚类分析

珠海是珠江三角洲地区一个海陆交互作用与人类干扰活动频繁的典型区域。文章以2000年TM数据为基础数据源，编制珠海地区景观类型图，并以镇(区)为基本空间单元将珠海划分为20个景观生态子区，在GIS与景观斑块分析软件Patch Analyst 2．0支持下计算各子区的景观特征指数。通过各子区的景观指数对比分析，探讨研究区范围内景观格局的空间差异，揭示人类活动、自然干扰等各种景观生态机制对区域景观生态的影响。根据各指数反映的景观特征信息，选择平均斑块大小(MPS)、斑块大小变异系数(PSCOV)、边缘密度(ED)、面积加权分维数(AWMPFD)、破碎度指数(F)、多样性指数(SDI)及人为干扰指数(DT)进行珠海景观生态聚类分析，根据聚类分析结果可多层次客观地对珠海地区进行景观生态类型区划分。     

Spatial analysis of traffic and risks in the coastal zone

Management of the coastal zone for the purposes of conservation and sustainability is a well-described concept in the literature. This paper describes the importance of modelling various forms of maritime traffic as an intrinsic element of this process. Effective use of GIS in this context implies extensive data acquisition and cleaning, vessel path simulation, traffic density maps, and incident (spills or accidents) distribution when applicable. Risks can be determined by evaluating detrimental occurrences relative to exposure levels. Effective visualization and quantitative analyses can then be fruitfully applied to various coastal zone management spheres, such as oceans use planning, emergency response planning, and marine protected area delineation.     

Urban forest landscape patterns in Ma'anshan City,China

The landscape pattern of Ma'anshan City was analyzed based on theories and methodologies of landscape ecology, remote sensing, global positioning, and a geographic information system (GIS). The study area encompassed the entire built-up area of 63.88 km²; a north–south transect 3-km wide and 13-km long was established along the long axis of the city. Five major landscape elements were assessed: urban land, urban forest, agriculture, water, and grass. Urban land was the dominant land cover type, and occupied 67% of total land area; while patches of urban forest occupied 16%, with a landscape element dominance of 0.42. Urban forest was classified according to land-use category and location into six types: scenic forest, yard forest, recreational forest, roadside forest, shelter forest, and nurseries. There were 2464 urban forest patches, the largest being 185.1 ha, with an average of 0.43 ha. The low nearest neighbor index and high patch density indicated that urban forest patches tend to be aggregated and have a high degree of fragmentation. This study also demonstrated that the spatial pattern of urbanization could be quantified using a combination of landscape metrics and gradient analysis. Urban forest has distinct spatial characters that are dependent on specific landscape metrics along the urbanization gradient.