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Assessment of the effects of biophysical and anthropogenic factors on woody plant encroachment in dense and sparse mountain grasslands based on remote sensing data

机译:基于遥感数据的生物物理和人为因素对茂密稀疏山区草地上木本植物入侵的影响评估

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Land abandonment exacerbated by climate change has led to increasedwoody plant encroachment of mountain grasslands in many regions of the world. The present study assessed woody plant encroachment below potential tree line in the Central Pyrenees of Spain and the association of this encroachment with changes in land use. Remote sensing data fromLandsat-5 ThematicMapper (TM) fromthe mid-1980s andmid-2000s were analyzed by supervised classification for identification of land cover types. The transition matrix indicated that shrublands were the most dynamic plant communities. Consequently, 21% of cultivated areas, 19% of dense grasslands, and 24% of sparse grasslands became shrublands during the period analyzed, and 35% of shrublands became forest. Generalized additive mixed models (GAMMs) were used to identify biophysical and anthropogenic factors that were significantly correlated with woody plant encroachment of dense and sparse grasslands. Distance to the nearest woody plant habitat (shrub or forest) was the most strongly correlated factor with woody plant encroachment of both types of grassland. This factor explained 69% and 71% of the variance in models of dense and sparse grasslands, respectively. Besides this factor, anthropogenic factors had larger effects on woody plant encroachment of dense grasslands, regions that were more productive and accessible. However, biophysical and especially topographic factors had slightly greater effects on woody plant encroachment of sparse grasslands, regions that were less productive and accessible. The changes in land cover that we observed indicated that land cover has becomemore homogeneous. There have been reductions in the variety, functions, and services of grasslands, particularly in areas below the potential tree line that are vulnerable to the development of woody plant habitats.
机译:气候变化加剧了对土地的废弃,导致世界许多地区木本植物对山地草原的侵占增加。本研究评估了西班牙比利牛斯山脉中部潜在树线以下的木本植物入侵,以及这种入侵与土地利用变化的关系。通过监督分类分析了1980年代中期和2000中期的Landsat-5 ThematicMapper(TM)的遥感数据,以识别土地覆盖类型。过渡矩阵表明灌木丛是最具活力的植物群落。因此,在所分析的时期内,有21%的耕地,19%的茂密草原和24%的稀疏草原变成了灌木丛,而35%的灌木丛变成了森林。使用广义加性混合模型(GAMM)来识别与茂密和稀疏草原的木本植物入侵显着相关的生物物理和人为因素。距离最近的木本植物栖息地(灌木或森林)的距离与两种草原上木本植物的侵害关系最密切。该因子分别解释了密集草地和稀疏草地模型的69%和71%的方差。除此因素外,人为因素对茂密草原上木本植物的侵害具有更大的影响,而茂密的草原是生产力更高且易于接近的地区。但是,生物物理因素,尤其是地形因素对稀疏草原上木本植物的侵害影响略大,而稀疏草原是该地区生产力较低,交通便利的地区。我们观察到的土地覆被变化表明土地覆被变得更加均匀。草原的种类,功能和服务有所减少,特别是在潜在树线以下的地区,这些地区容易受到木本植物栖息地的影响。

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