Kunyong Yu

Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)

Zhenbang Hao, Lili Lin, Christopher J. Post et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 185 citations

Image Classification, Convolutional Neural Network, Machine Vision +13

How can urban parks be planned to mitigate urban heat island effect in “Furnace cities” ? An accumulation perspective

Xiong Yao, Kunyong Yu, Xianjun Zeng et al. · Journal of Cleaner Production · 2021 · 181 citations

Urban Design, Urbanisation, Sustainable Cities +13

Assessing the dynamic landscape ecological risk and its driving forces in an island city based on optimal spatial scales: Haitan Island, China

Jingwen Ai, Kunyong Yu, Zhen Zeng et al. · Ecological Indicators · 2022 · 156 citations · Full text

Analysis of Spatiotemporal Variation and Drivers of Ecological Quality in Fuzhou Based on RSEI

Jianwei Geng, Kunyong Yu, Zhen Xie et al. · Remote Sensing · 2022 · 89 citations · Full text

Environmental Monitoring, Weighted Regression, Engineering +22

Comparison of Classical Methods and Mask R-CNN for Automatic Tree Detection and Mapping Using UAV Imagery

Kunyong Yu, Zhenbang Hao, Christopher J. Post et al. · Remote Sensing · 2022 · 88 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +19