尼泊尔土地利用变化的制图和建模

Him Lal Shrestha, Naya Sharma Poudel, Roshan M. Bajracharya, Bishal K. Sitaula
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摘要

在尼泊尔,土地利用变化是由不同因素造成的常见现象。有必要更好地了解土地利用的时空变化动态及其未来预测。本文评估了土地利用变化及其对碳储量的影响,并提供了土地利用变化的未来情景及其对碳储量的影响。方法包括使用基于目标的图像分析(OBIA)技术对中分辨率卫星图像进行分类,分析三个时间框架的变化,建立未来土地利用模型,以及评估对碳储量的影响。利用OBIA对2010年和1990年两个不同时期的土地利用现状进行图像分割和分类。利用陆地卫星图像的光谱特征对图像进行分类。利用影像指数,即植被指数进行土地利用分类。 利用地理信息系统(GIS)叠加技术分析了土地利用随时间和空间的变化。利用IDRISI软件中的Land Change Modeler建立未来情景模型。研究的重点是土地利用的变化及其基于土地利用潜在转型的未来预测。1990年至2010年土地利用地图的比较表明,不同地区(如森林地区)的年土地利用变化模式不同,Rasuwa的年增长率为0.3%,廓尔喀为2.3%,Chitwan为0.6%。同样,拉苏瓦的农业用地每年减少0.2%,廓尔喀减少2.4%,奇旺减少0.8%。同样,所有三个地点的未来土地用途预测都是根据以前的土地使用模式和驱动力进行的。廓尔喀和拉苏瓦的森林覆盖率每年变化0.1%,而奇旺的森林覆盖率变化率更高,每年变化0.2%。
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Mapping and Modelling of Land Use Change in Nepal
Land use changes are a common occurrence resulting from different factors in Nepal. There is a need for better understanding of the temporal and spatial change dynamics of land uses as well as their future projections. This paper assesses the land use change and its impact on carbon stocks and provides future scenarios of land use changes and their impacts on carbon stocks. The methods involved classification of medium resolution satellite image using Object Based Image Analysis (OBIA) techniques, analysis of the change across three time frames,modelling the future land use, and assessment of the impacts on carbon stocks. OBIA was used for the image segmentation and image classification for the assessment of land uses present in two different periods i.e. 2010 and 1990. The classification of the images was carried out using the spectral characteristics of the Landsat images. Image indices, i.e., Vegetation Index were used for land use classification. The land use changes over time and space was analysed using Geographical Information System (GIS) overlaying techniques. A future scenario model was prepared using Land Change Modeler of IDRISI software. The study has focused on the land use changes and their future projection based on the potential transition of the land uses. The comparison of land use maps from 1990 to 2010 shows that the different pattern of annual land use changes in different districts such as forest areas are increasing at annual rate of 0.3 per cent in Rasuwa, 2.3 percent in Gorkha and 0.6 per cent in Chitwan. Similarly, the agricultural land is decreasing at the annual rate of 0.2 per cent in Rasuwa, 2.4 per cent in Gorkha and 0.8 per cent in Chitwan. Likewise, the future projection of land uses in all the three sites was made using the previous land use pattern and driving forces. There was a 0.1 per cent change annually in forest coveragein both Gorkha and Rasuwa whereas Chitwan showed higher rate of forest cover change of 0.2 per cent annually.
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