Yiyin Liang

机构：University of the Visayas

发表论文 12 篇 · 总被引 367 次 · h-index 8

代表论文

• Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images (2022 · International Journal of Applied Earth Observation and Geoinformation · 被引 119)
• Quantifying scattering characteristics of mangrove species from Optuna-based optimal machine learning classification using multi-scale feature selection and SAR image time series (2023 · International Journal of Applied Earth Observation and Geoinformation · 被引 85)
• 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 (2023 · The Science of The Total Environment · 被引 49)
• Evaluating optically and non-optically active water quality and its response relationship to hydro-meteorology using multi-source data in Poyang Lake, China (2022 · Ecological Indicators · 被引 41)
• Collaborative multiple change detection methods for monitoring the spatio-temporal dynamics of mangroves in Beibu Gulf, China (2023 · GIScience & Remote Sensing · 被引 30)
• Examination of the performance of ASEL and MPViT algorithms for classifying mangrove species of multiple natural reserves of Beibu Gulf, south China (2023 · Ecological Indicators · 被引 13)