基于GEE的曲靖石漠化时空演变过程分析

Analysis of Spatio-temporal Evolution Process of Rocky Desertification in Qujing Based on Google Earth Engine

  • 摘要: 以云南曲靖为研究区,基于Google Earth Engine 平台的Landsat遥感数据,采用均值合成图像法构建高时空分辨率数据集,提取石漠化斑块信息,分析石漠化时空演变过程。结果表明:借助GEE平台及其图像处理方法,能有效降低数据下载量和运算量,减少季相变化对石漠化斑块信息提取的影响,提高了数据的可比性。曲靖地区石漠化空间分布呈北高南低,西重东轻的水平分布格局;同时,坡度在15°以下的地区,坡度与石漠化发生面积、演变幅度呈正相关;坡度大于15°的地区,坡度与石漠化发生面积、演变幅度呈负相关的垂直分布规律。曲靖2000—2020年石漠化演变过程可划分为不稳定、明显改善、严重恶化、持续改善和稳定改善5个阶段。21年间,石漠化发生面积共减少3390.42 km2(占国土面积的11.73%),平均每年减少161.45 km2(占国土面积的0.56%),生态环境质量得到一定改善。

     

    Abstract: Based on the Landsat remote sensing data from Google Earth Engine platform, the mean value algorithm method was used to construct a high spatiotemporal resolution dataset which extracted the information of rocky desertification patches and analyzed the spatio-temporal evolution process of rocky desertification in Qujing. The results show that: This method can effectively reduce the amount of data download and computation while reducing the impact of vegetation seasonal changes on rocky desertification patch information extraction and improving data comparability by using the GEE platform and its image processing. The spatial distribution of rock desertification shows a horizontal distribution pattern of more in the northern than in the southern and serious in the western than in the eastern. Meanwhile, the vertical distribution pattern was that the slope was positively correlated with the area of rocky desertification occurrence and evolution magnitude in areas where the slope was below 15°, and the opposite in areas above 15°. The evolution of rocky desertification from 2000 to 2020 could be divided into five stages: unstable, obvious improvement, serious deterioration, continuous improvement and stable improvement. In the past 21 years, the occurrence of rocky desertification has been reduced by 3390.42 km2 (accounting for 11.73% of Qujing's land area), with an average annual reduction of 161.45 km2(accounting for 0.56% of Qujing's land area). The quality of ecological environment in the study area has been improved.

     

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