*Article* **The Changes of Desertification and Its Driving Factors in the Gonghe Basin of North China over the Past 10 Years**

**Hong Jia 1,2,3, Rui Wang 1,2,3, Hang Li 1,2,3, Baijian Diao 1,2,3, Hao Zheng 1,2,3, Lanlan Guo 1,2,3, Lianyou Liu 1,2,3 and Jifu Liu 1,2,3,\***


**Abstract:** Desertification is one of the most severe environmental and socioeconomic issues facing the world today. Gonghe Basin is located in the monsoon marginal zone of China, is a sensitive area of climate change in the northeastern of the Qinghai-Tibet Plateau in China, desertification issue has become very severe. Remote sensing monitoring provides an effective technical means for desertification control. In this study, we used Landsat images in 2010 and 2020 to extract desertification information to constructed the Albedo-NDVI feature space in the Gonghe Basin. And then analyzed temporal and spatial evolution of desertification and its driving factors using Geodetector in the Gonghe Basin from 2010 to 2020. The main conclusions are as follows: (1) Albedo-NDVI feature space method can accurately classify desertification information with accuracy of more than 90%, which was benefit to quantitative analysis of desertification. (2) The desertification situation in the Gonghe Basin had improved from 2010 to 2020, especially in the west of the basin, desertification land area decreased by 827.46 km<sup>2</sup> , and desertification intensity had been obviously reversed. (3) The changes of the desertification in the Gonghe Basin from 2010 to 2020 was affected by both natural and human factors, and the influence of human activities on desertification reversal had increased gradually. The results indicate that the desertification status in the Gonghe Basin had been effectively controlled, and can provide useful basis for the desertification combat in the Gonghe Basin.

**Keywords:** desertification; Albedo-NDVI; feature space; climate change; human activity; Gonghe Basin
