2025
SHAP-DNN Approach Advances Remote Sensing Mapping of Forested Wetlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024
Potential of Sample Migration and Explainable Machine Learning Model for Monitoring Spatiotemporal Changes of Wetland Plant Communities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Mapping mangrove functional traits from Sentinel-2 imagery based on hybrid models coupled with active learning strategies.
Int. J. Appl. Earth Obs. Geoinformation, 2024

2022
Mapping Phragmites australis Aboveground Biomass in the Momoge Wetland Ramsar Site Based on Sentinel-1/2 Images.
Remote. Sens., 2022

Annual Wetland Mapping in Metropolis by Temporal Sample Migration and Random Forest Classification with Time Series Landsat Data and Google Earth Engine.
Remote. Sens., 2022

2021
Mapping Wetland Plant Communities Using Unmanned Aerial Vehicle Hyperspectral Imagery by Comparing Object/Pixel-Based Classifications Combining Multiple Machine-Learning Algorithms.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021