Using advanced InSAR techniques and Machine learning in Google Earth Engine (GEE) to monitor regional black soil erosion

Yanchen Gao, Jiahui Yang, Xiaoyu Chen, Xiangwei Wang, Jinbo Li, Nasrin Azad, Francis Zvomuya, Hailong He*

Remote Sensing, 16(20): 3842 (2024)

论文解读

本研究结合先进InSAR技术和Google Earth Engine机器学习方法，实现了区域黑土侵蚀的遥感监测。

研究要点

✓InSAR与GEE机器学习结合监测黑土侵蚀
✓以延寿县为案例验证方法有效性
✓实现了区域尺度黑土侵蚀定量监测
✓为东北黑土保护提供遥感技术方案

引用格式

APA

Yanchen Gao, Jiahui Yang, Xiaoyu Chen, Xiangwei Wang, Jinbo Li, Nasrin Azad, Francis Zvomuya, Hailong He (2024). Using advanced InSAR techniques and Machine learning in Google Earth Engine (GEE) to monitor regional black soil erosion. Remote Sensing, 16(20), 3842.

BibTeX

@article{Gao2024,
  author    = {Yanchen Gao, Jiahui Yang, Xiaoyu Chen, Xiangwei Wang, Jinbo Li, Nasrin Azad, Francis Zvomuya, Hailong He},
  title     = {Using advanced InSAR techniques and Machine learning in Google Earth Engine (GEE) to monitor regional black soil erosion},
  journal   = {Remote Sensing},
  year      = {2024},
  volume    = {16(20)},
  pages     = {3842},
}