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Patch-Based Assessments of Shifting Cultivation Detected by Landsat Time Series Images in Myanmar

机译:基于补丁的缅甸Landsat时间序列图像检测的轮班耕作评估

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Shifting cultivation is a widely practiced agriculture system in the tropics. Regardless of the dominant land use, the dynamics of shifting cultivation over large areas are of limited knowledge. We conducted patch-based assessments and characterization of shifting cultivation extracted from already developed dataset, which detected shifting cultivation by a trajectory-based analysis using annual Landsat TM/ETM+/OLI time series images from 2000 to 2014 in Myanmar. An accuracy assessment was conducted in terms of the size and number of cleared areas compared with reference polygons of shifting cultivation, which were manually delineated by visual interpretation using Landsat and high-resolution satellite images from Google Earth? in the selected areas. The producer’s and user’s accuracies in detecting the number of shifting cultivation patches were 78.1% and 88.4%, respectively. In whole study area, the probability of disturbances caused by shifting cultivation was significantly affected by distance to the nearest village, indicating the importance of accessibility from residences. The number of shifting cultivation patches showed a decreasing trend in this region and it will lead to less cleared forests such as located far from residences. These dynamics of shifting cultivation have possibility to affect the mosaic patterns of landscape and function maintained in the landscape in this region.
机译:轮耕是热带地区广泛使用的农业系统。无论占主导地位的土地用途如何,大面积转移耕种的动力知识都是有限的。我们对从已开发的数据集中提取的轮作进行了基于补丁的评估和表征,该技术使用从2000年至2014年在缅甸的年度Landsat TM / ETM + / OLI时间序列图像通过基于轨迹的分析检测了轮作。根据清除耕地的面积和数量与移栽的参考多边形进行了准确性评估,这些参考多边形是使用Landsat和来自Google Earth的高分辨率卫星图像通过视觉解释手动描绘的。在所选区域中。生产者和使用者检测到移位耕作斑块的准确度分别为78.1%和88.4%。在整个研究区域中,因移居耕作而造成干扰的可能性受距最近村庄的距离的影响很大,这表明从住所获得通行性的重要性。该地区轮换种植斑块的数量呈下降趋势,这将导致砍伐的森林减少,例如远离居民区。这些轮换栽培的动力学有可能影响该地区景观的镶嵌图案和景观中维持的功能。

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