Lake area information in the Badain Jaran Desert in 1973, 1990, 2000, and 2010 was obtained by visual interpretation and water
index analysis of remote sensing images, based on the spatial and temporal characteristics of lake area changes during 37 years.
Results indicated that the number of lakes declined from 94 to 82 and the total surface area was reduced by 3.69 km2 during
1973–2010. The desert lake area reduced by different degrees in different periods, but this occurred most rapidly during
1973–1990. According to the statistics of lake area changes, lake area decreases mainly occurred in the lakes with areas less than
0.2 km2, while the areas of lakes greater than 0.9 km2 only fluctuated. The changes of lake areas were probably due to changes in
the quantity of underground water supplies rather than the effects of local climate change or human factors. 相似文献
以广州市为例,基于城市感知数据、遥感影像等多源数据,采用卷积神经网络对遥感影像进行了语义提取,将提取结果与兴趣点(Points of Interest)样方密度的功能用地识别结果进行补充校验,根据政策和规划文件建立功能用地与主体功能区之间的关联,利用信息熵分析广州市功能用地混合程度,以辅助判别主体功能区,最终得到广州市主体功能区划分结果。将划分结果与《广州市主体功能区规划(2008—2020年)》和《广州市城市总体规划(2017—2035年)》草案对比验证,结果表明文章所提出的方法精准度较高,并能体现广州市空间格局形态,反映主体功能区实际分布情况。 相似文献