Hengqi Yan
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View article: SHAP-DNN Approach Advances Remote Sensing Mapping of Forested Wetlands
SHAP-DNN Approach Advances Remote Sensing Mapping of Forested Wetlands Open
Mapping the spatial distribution of forested wetlands accurately is crucial for assessing the impact of climate change on terrestrial ecosystems in the mid to high latitudes of the Northern Hemisphere. However, identifying forested wetland…
View article: Mapping mangrove functional traits from Sentinel-2 imagery based on hybrid models coupled with active learning strategies
Mapping mangrove functional traits from Sentinel-2 imagery based on hybrid models coupled with active learning strategies Open
Accurately quantifying functional traits across large scales is considered fundamental for the management and conservation of existing mangrove ecosystems. In recent years, hybrid models, which combine radiative transfer model simulations …
View article: Mapping Mangrove Functional Traits From Sentinel-2 Imagery Based on Hybrid Models Coupling with Active Learning Strategies
Mapping Mangrove Functional Traits From Sentinel-2 Imagery Based on Hybrid Models Coupling with Active Learning Strategies Open
View article: Potential of Sample Migration and Explainable Machine Learning Model for Monitoring Spatiotemporal Changes of Wetland Plant Communities
Potential of Sample Migration and Explainable Machine Learning Model for Monitoring Spatiotemporal Changes of Wetland Plant Communities Open
The composition and dynamics of wetland plant communities play a critical role in maintaining the functionality of wetland ecosystems and serve as important indicators of wetland degradation and restoration. Accurately identifying wetland …
View article: Annual Wetland Mapping in Metropolis by Temporal Sample Migration and Random Forest Classification with Time Series Landsat Data and Google Earth Engine
Annual Wetland Mapping in Metropolis by Temporal Sample Migration and Random Forest Classification with Time Series Landsat Data and Google Earth Engine Open
Wetlands provide various ecosystem services to urban areas, which are crucial for sustainable urban management. With intensified urbanization, there has been marked loss of urban natural wetland, degradation, and related urban disasters in…
View article: Mapping Phragmites australis Aboveground Biomass in the Momoge Wetland Ramsar Site Based on Sentinel-1/2 Images
Mapping Phragmites australis Aboveground Biomass in the Momoge Wetland Ramsar Site Based on Sentinel-1/2 Images Open
Phragmites australis (P. australis) is one of the most important plant species found in wetland ecosystems, and its aboveground biomass (AGB) is a key indicator for assessing the quality or health of a wetland site. In this study, we combi…
View article: Afforestation May Aggravate the Trade-Off between Water-Related Ecosystem Services in Degraded Ecosystems
Afforestation May Aggravate the Trade-Off between Water-Related Ecosystem Services in Degraded Ecosystems Open
View article: Identifying spatial similarities and mismatches between supply and demand of ecosystem services for sustainable Northeast China
Identifying spatial similarities and mismatches between supply and demand of ecosystem services for sustainable Northeast China Open
Ecosystem service (ES) supply and demand, as well as their interactions, are vital aspects of ES research in the context of sustainable ecosystem management. In this study, we assessed the supply-demand relationships of four provisioning a…
View article: Mapping Wetland Plant Communities Using Unmanned Aerial Vehicle Hyperspectral Imagery by Comparing Object/Pixel-Based Classifications Combining Multiple Machine-Learning Algorithms
Mapping Wetland Plant Communities Using Unmanned Aerial Vehicle Hyperspectral Imagery by Comparing Object/Pixel-Based Classifications Combining Multiple Machine-Learning Algorithms Open
Understanding the spatial patterns of plant communities is important for sustainable wetland ecosystem management and biodiversity conservation. With the rapid development of unmanned aerial vehicle (UAV) technology, UAV-borne hyperspectra…
View article: Remote Sensing and GIS Support to Identify Potential Areas for Wetland Restoration from Cropland: A Case Study in the West Songnen Plain, Northeast China
Remote Sensing and GIS Support to Identify Potential Areas for Wetland Restoration from Cropland: A Case Study in the West Songnen Plain, Northeast China Open
Wetland restoration is important to responding to climate change and ensuring ecological security. In terms of the serious wetland loss and limited wetland restoration in China, there is a need to investigate approaches to identifying pote…