Yongyong Fu
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View article: Influence mechanism of natural factors and human socio-economic activities on ecosystem health in arid regions of Central Asia: A case study of Fuyun area, northwest China
Influence mechanism of natural factors and human socio-economic activities on ecosystem health in arid regions of Central Asia: A case study of Fuyun area, northwest China Open
Ecosystem health is a critical focus in ecosystem management. Understanding the spatial distribution patterns and driving factors of ecosystem health is crucial for efficient governance and restoration. However, research in arid pastoral r…
View article: CTHNet: A CNN–Transformer Hybrid Network for Landslide Identification in Loess Plateau Regions Using High-Resolution Remote Sensing Images
CTHNet: A CNN–Transformer Hybrid Network for Landslide Identification in Loess Plateau Regions Using High-Resolution Remote Sensing Images Open
The Loess Plateau in northwest China features fragmented terrain and is prone to landslides. However, the complex environment of the Loess Plateau, combined with the inherent limitations of convolutional neural networks (CNNs), often resul…
View article: Ecosystem health assessment based on deep learning in a mountain-basin system in Central Asia’s arid regions, China
Ecosystem health assessment based on deep learning in a mountain-basin system in Central Asia’s arid regions, China Open
Arid pastoral ecosystems are particularly vulnerable to degradation and desertification, exacerbated by factors such as overgrazing, land use changes, and climate change impacts. Therefore, research on ecosystem health is imperative for ec…
View article: Ecological Security Pattern Construction in Loess Plateau Areas—A Case Study of Shanxi Province, China
Ecological Security Pattern Construction in Loess Plateau Areas—A Case Study of Shanxi Province, China Open
Strong soil erosion and increasing human activities have made Loess Plateau areas ecologically fragile regions. Constructing the ecological security pattern (ESP) is imperative to maintain their ecosystem functions and sustainable developm…
View article: Ecosystem Health Assessment Based on Deep Learning in a Mountain-Basin System in Central Asia's Arid Regions, China
Ecosystem Health Assessment Based on Deep Learning in a Mountain-Basin System in Central Asia's Arid Regions, China Open
View article: TCNet: A Transformer–CNN Hybrid Network for Marine Aquaculture Mapping from VHSR Images
TCNet: A Transformer–CNN Hybrid Network for Marine Aquaculture Mapping from VHSR Images Open
Precise delineation of marine aquaculture areas is vital for the monitoring and protection of marine resources. However, due to the coexistence of diverse marine aquaculture areas and complex marine environments, it is still difficult to a…
View article: Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network
Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network Open
Growing demand for seafood and reduced fishery harvests have raised intensive farming of marine aquaculture in coastal regions, which may cause severe coastal water problems without adequate environmental management. Effective mapping of m…
View article: Phase objectives analysis for PM2.5 reduction using dynamics forecasting approach under different scenarios of PGDP decline
Phase objectives analysis for PM2.5 reduction using dynamics forecasting approach under different scenarios of PGDP decline Open
PM2.5 concentration prediction is one of the atmospheric environmental issues of great concern to the public, and specifically the long-term PM2.5 change prediction can provide scientific basis for the government’s energy conservation and …
View article: Dramatic mariculture expansion and associated driving factors in Southeastern China
Dramatic mariculture expansion and associated driving factors in Southeastern China Open
Mariculture has a profound potential to meet the escalating demand for food. However, so far the understandings of spatiotemporal dynamics of mariculture and indicators of underlying mechanisms are altogether missing in the existing litera…
View article: A new satellite-derived dataset for marine aquaculture areas in China's coastal region
A new satellite-derived dataset for marine aquaculture areas in China's coastal region Open
China has witnessed extensive development of the marine aquaculture industry over recent years. However, such rapid and disordered expansion posed risks to coastal environment, economic development, and biodiversity protection. This study …
View article: Reply on RC2
Reply on RC2 Open
View article: Reply on RC3
Reply on RC3 Open
View article: Response to Reviewer 1
Response to Reviewer 1 Open
View article: A new satellite-derived dataset for marine aquaculture areas in the China's coastal region
A new satellite-derived dataset for marine aquaculture areas in the China's coastal region Open
China has witnessed extensive development of the marine aquaculture industry over recent years. However, such rapid and disordered expansion posed risks to coastal environment, economic development, and biodiversity protection. This study …
View article: Supplementary material to "A new satellite-derived dataset for marine aquaculture areas in the China's coastal region"
Supplementary material to "A new satellite-derived dataset for marine aquaculture areas in the China's coastal region" Open
View article: Building Extraction from Very High Resolution Aerial Imagery Using Joint Attention Deep Neural Network
Building Extraction from Very High Resolution Aerial Imagery Using Joint Attention Deep Neural Network Open
Automated methods to extract buildings from very high resolution (VHR) remote sensing data have many applications in a wide range of fields. Many convolutional neural network (CNN) based methods have been proposed and have achieved signifi…
View article: Finer Resolution Mapping of Marine Aquaculture Areas Using WorldView-2 Imagery and a Hierarchical Cascade Convolutional Neural Network
Finer Resolution Mapping of Marine Aquaculture Areas Using WorldView-2 Imagery and a Hierarchical Cascade Convolutional Neural Network Open
Marine aquaculture plays an important role in seafood supplement, economic development, and coastal ecosystem service provision. The precise delineation of marine aquaculture areas from high spatial resolution (HSR) imagery is vital for th…
View article: Mapping Impervious Surfaces in Town–Rural Transition Belts Using China’s GF-2 Imagery and Object-Based Deep CNNs
Mapping Impervious Surfaces in Town–Rural Transition Belts Using China’s GF-2 Imagery and Object-Based Deep CNNs Open
Impervious surfaces play an important role in urban planning and sustainable environmental management. High-spatial-resolution (HSR) images containing pure pixels have significant potential for the detailed delineation of land surfaces. Ho…
View article: Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features
Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features Open
Coastal aquaculture plays an important role in the provision of seafood, the sustainable development of regional and global economy, and the protection of coastal ecosystems. Inappropriate planning of disordered and intensive coastal aquac…