Towards improved identification of residential land vulnerable to abandonment in rural China
A case study using an integration approach of machine learning techniques
Bibliographic Data
| ID | 6438245 |
|---|---|
| Authors | Gaobing Xing (China University of Geosciences), G Chi (0000-0003-0888-7964, Indiana University Bloomington), Yang Xu (0000-0003-3898-022X, China University of Geosciences, corresponding author), Qiuping Bai (China University of Geosciences), Huan Wang (0000-0003-3219-7226, Beijing Technology and Business University), Feng Xu (0009-0005-9691-0328, China University of Geosciences, corresponding author) |
| Year | 2025 |
| Volume | 122 |
| Pages | 103946-103946 |
| Publication date | 2025-11-30 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Rural Studies (JOURNAL) |
| Journal identifiers | ISSN: 0743-0167 • E-ISSN: 1873-1392 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.jrurstud.2025.103946 |
| OpenAlex | W7107981360 |
| Language | EN |
| References cited | 57 |
Abandonment (legal · Decision tree · Identification (biology · Land use · Oversampling · Random forest · Rural area · Sample (material) · Sampling (signal processing) · Support vector machine · Land Rights and Reforms · Land Use and Ecosystem Services · Rural development and sustainability · Soil and Land Suitability Analysis · Urban and Rural Development Challenges
Mapping the world's degraded lands
Agricultural inputs, urbanization, and urban-rural income disparity
Modeling Major Rural Land-Use Changes Using the GIS-Based Cellular Automata Metronamica Model
Variability in and mixtures among residential vacancies at granular levels
The allocation and management of critical resources in rural China under restructuring
Multi-objective spatial reconstruction of rural settlements considering intervillage social connections
Conversion from rural settlements and arable land under rapid urbanization in Beijing during 1985–2010
Study on spatial tropism distribution of rural settlements in the Loess Hilly and Gully Region based on natural factors and traffic accessibility
Bottom-up initiatives and revival in the face of rural decline
Comprehensive land consolidation as a development policy for rural vitalisation
Does land tenure fragmentation aggravate farmland abandonment? Evidence from big survey data in rural China
Trade-offs of European agricultural abandonment
Rural decline or restructuring? Implications for sustainability transitions in rural China
How does nonfarm employment stability influence farmers' farmland transfer decisions? Implications for China’s land use policy
Land consolidation and rural revitalization in China
Understanding rural land use transition and regional consolidation implications in China
Rural housing-jobs synergy at the county level in mountainous and hilly areas of China
The reshaping of social relations
Theories and practices of comprehensive land consolidation in promoting multifunctional land use
Combining weighted daily life circles and land suitability for rural settlement reconstruction
What makes better village development in traditional agricultural areas of China? Evidence from long-term observation of typical villages
Abandoned rural residential land
Spatial optimization of rural settlements in ecologically fragile regions based on a multi-agent model
Integrating human mobility and rural multifunction to identify village types in metropolitan suburbanization
Why some rural areas decline while some others not
| Citation velocity | historical |
|---|---|
| Highly cited | No |