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A grass gis package for semi-automatic spatial pattern analysis of remotely sensed land cover data

机译:用于远程遥感土地覆盖数据的半自动空间格局分析的Grass GIS软件包

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摘要

1. Analysing the changing spatial patterns of landscapes due to climate change or anthropogenic impact is important for various disciplines. Land cover change and its resulting modification of spatial patterns in the landscape influence various geographical or ecological parameters. Changing formerly continuous into discontinuous ecosystems due to land cover conversion causes isolated fragments in the landscape. Maintaining the connectivity of a fragmented landscape is relevant for, e.g. in nutrient cycle, water-runoff or species population persistence.\ud2. Satellite imagery derived land cover can be used to analyse continuously the changing spatial arrangement of land cover types. However, analyses are computer intensive and require robust and efficient processing routines.\ud3. We developed a patch-based spatial analysis system (r.pi) integrated natively into a Free and Open Source GIS (grass gis) to be able to analyse large amounts of satellite derived land cover data in a semi-automatic manner, and to ensure high reproducibility and robustness.\ud4. Various established and newly developed indices for spatial pattern analysis are provided in this program, to derive further meaningful information like spatial configuration, patch irreplaceability or connectivity of fragments based on a dispersal model approach.
机译:1.分析由于气候变化或人为影响而引起的景观空间格局的变化对于各个学科都非常重要。土地覆盖的变化及其在景观中空间格局的变化影响着各种地理或生态参数。由于土地覆被的转换,将以前连续的生态系统改变为不连续的生态系统,导致景观中孤立的碎片。保持零散景观的连通性与例如在养分循环,径流或物种种群持久性方面。\ ud2。卫星图像得出的土地覆盖可用于连续分析土地覆盖类型变化的空间排列。但是,分析需要占用大量计算机资源,并且需要强大而有效的处理例程。\ ud3。我们开发了基于补丁的空间分析系统(r.pi),该系统本地集成到免费和开源GIS(grass gis)中,从而能够以半自动方式分析大量卫星衍生的土地覆盖数据,并确保高重现性和鲁棒性。\ ud4。此程序中提供了各种已建立的和新开发的用于空间模式分析的索引,以基于分散模型方法得出其他有意义的信息,例如空间配置,贴片不可替代性或片段的连通性。

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