Naisen Yang

Geographical and temporal encoding for improving the estimation of PM2.5 concentrations in China using end-to-end gradient boosting

Naisen Yang, Haoze Shi, Hong Tang et al. · Remote Sensing of Environment · 2021 · 84 citations · Full text

Public Health, Earth Sciences, Environmental Sciences +17

Rapid identification of damaged buildings using incremental learning with transferred data from historical natural disaster cases

Jiayi Ge, Hong Tang, Naisen Yang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 73 citations · Full text

Computing, Computer Science, Computer Vision +16

Clarifying Relationship between PM2.5 Concentrations and Spatiotemporal Predictors Using Multi-Way Partial Dependence Plots

Haoze Shi, Naisen Yang, Xin Yang et al. · Remote Sensing · 2023 · 53 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +17

GeoBoost: An Incremental Deep Learning Approach toward Global Mapping of Buildings from VHR Remote Sensing Images

Naisen Yang, Hong Tang · Remote Sensing · 2020 · 33 citations · Full text

Computing, Computer Science, Geoinformatics +14

DropBand: A Simple and Effective Method for Promoting the Scene Classification Accuracy of Convolutional Neural Networks for VHR Remote Sensing Imagery

Naisen Yang, Hong Tang, Hongquan Sun et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 31 citations

Computing, Computer Science, Computer Vision +16