Yiyin Liang

Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images

Bolin Fu, Xu He, Hang Yao et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 111 citations · Full text

Engineering, Machine Learning, Multispectral Imaging +19

Quantifying scattering characteristics of mangrove species from Optuna-based optimal machine learning classification using multi-scale feature selection and SAR image time series

Bolin Fu, Yiyin Liang, Zhinan Lao et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 68 citations · Full text

Multi-sensor and multi-platform retrieval of water chlorophyll a concentration in karst wetlands using transfer learning frameworks with ASD, UAV, and Planet CubeSate reflectance data

Bolin Fu, Sunzhe Li, Zhinan Lao et al. · The Science of The Total Environment · 2023 · 44 citations · Full text

Evaluating optically and non-optically active water quality and its response relationship to hydro-meteorology using multi-source data in Poyang Lake, China

Bolin Fu, Zhinan Lao, Yiyin Liang et al. · Ecological Indicators · 2022 · 35 citations · Full text

Collaborative multiple change detection methods for monitoring the spatio-temporal dynamics of mangroves in Beibu Gulf, China

Bolin Fu, Hang Yao, Feiwu Lan et al. · GIScience & Remote Sensing · 2023 · 24 citations · Full text

Spatio-temporal Dynamics, Environmental Monitoring, Coastal Engineering +26