Remote sensing, deep learning and animal detection. 1. A review of deep learning techniques for detecting animals in aerial and satellite images Zeyu Xu*, Tiejun Wang*, Andrew K. Skidmore, Richard Lamprey https://doi.org/10.1016/j.jag.2024.103732 Remote sensing, deep learning and other applications. Road Extraction DSDNet https://doi.org/10.3390/rs13010090 Building Extraction Enhanced DeepLab https://www.engineeringvillage.com/app/doc/?docid=geo_5d7515a917ebc41d2ffM69161017816328 Classification of urban features Enhanced DeepLab https://www.ygxb.ac.cn/en/article/doi/10.11834/jrs.20209200/ Detection of water conservancy facilities Enhanced YOLO v3 https://www.ygxb.ac.cn/en/article/doi/10.11834/jrs.20200124/