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 · 117 citations · Full text

Computing, Data Science, Feature Engineering +16

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 · 83 citations · Full text

Computing, Computer Science, Data Science +17

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 · 48 citations · Full text

Natural Sciences, Environmental Sciences, Remote Sensing +7

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 · 39 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +17

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 · 30 citations · Full text

Natural Resources, Earth Sciences, Ecology +17