97 citations as recorded by crossref.

1. A Deep Learning Method for Land Use Classification Based on Feature Augmentation Y. Wang et al. 10.3390/rs17081398
2. Inequities in thermal comfort and urban blue-green spaces cooling: An explainable machine learning study across residents of different socioeconomic statuses in Hangzhou, China Y. Liu & G. Li 10.1016/j.scs.2025.106427
3. Fine-Resolution Wetland Mapping in the Yellow River Basin Using Sentinel-1/2 Data via Zoning-Based Random Forest with Remote Sensing Feature Preferences X. Huo & Z. Niu 10.3390/w16172415
4. Green Space Equality Is Better in Fast-Growing Cities: Evidence from 140 Cities in China B. Huang et al. 10.3390/land14020366
5. Mapping Wind Turbine Distribution in Forest Areas of China Using Deep Learning Methods P. Yang et al. 10.3390/rs17050940
6. Systematic assessments of ecological and health risks of soil pesticide residues T. Tang et al. 10.1016/j.envpol.2025.126348
7. Evaluation of urban heat island effects based on fine-resolution mapping of subpixel impervious surface dynamics over four cities in China W. Liu et al. 10.1016/j.jag.2025.104740
8. MLCNet: Multitask Level-Specific Constraint Network for Building Change Detection T. Liu et al. 10.1109/JSTARS.2024.3415171
9. Time-series China urban land use mapping (2016–2022): An approach for achieving spatial-consistency and semantic-transition rationality in temporal domain S. Xiong et al. 10.1016/j.rse.2024.114344
10. Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model Y. Jiang et al. 10.1109/JSTARS.2025.3583918
11. Integrated Landslide Risk Assessment via a Landslide Susceptibility Model Based on Intelligent Optimization Algorithms X. Dai et al. 10.3390/rs17030545
12. Bidirectional Gradient Effect of CO<sub>2</sub> Concentration in Soil Profile of Karst Peak–cluster Depressions and Its Influencing Factors Y. LIU et al. 10.3724/EE.1672-9250.2025.53.031
13. Machine learning-based identification of key factors and spatial heterogeneity analysis of urban flooding: a case study of the central urban area of Ordos Y. Qin et al. 10.1038/s41598-025-08162-4
14. Assessing the Consistency of Five Remote Sensing-Based Land Cover Products for Monitoring Cropland Changes in China F. Deng et al. 10.3390/rs16234498
15. Vectorized building rooftop prints of the Qinghai-Tibetan Plateau and its neighboring regions T. Ye et al. 10.1038/s41597-025-05266-4
16. Heterogeneity assessment for spatial distributions and physicochemical properties of navigable lake’s dissolved organic matter in overlying/pore water: An investigation in Wabu Lake, China Z. Chen et al. 10.1016/j.psep.2024.12.061
17. Research on the patterns, risks, and driving mechanisms of urban high-temperature expansion using a fine-grained explainable model with consideration of urban vitality G. He et al. 10.1080/17538947.2025.2509870
18. Land use/cover drive functional patterns of bacterial communities in sediments of a subtropical river, China Y. Fan et al. 10.1016/j.scitotenv.2024.174564
19. Mitigating urban heat island through neighboring rural land cover M. Yang et al. 10.1038/s44284-024-00091-z
20. Simultaneous extraction of spatial and attributional building information across large-scale urban landscapes from high-resolution satellite imagery Z. Qian et al. 10.1016/j.scs.2024.105393
21. Providing Quantitative and Site-Specific Decision Support for Urban Flooding Mitigation Using Machine Learning and SHAP E. Ke 10.2139/ssrn.4756021
22. G2LDIE: Global-to-Local Dynamic Information Enhancement Framework for Weakly Supervised Building Extraction From Remote Sensing Images J. Sun et al. 10.1109/TGRS.2024.3418850
23. TANet: Thin Cloud-Aware Network for Cloud Detection in Optical Remote Sensing Image X. Xu et al. 10.1109/TGRS.2025.3540778
24. Urban Tree Canopy Mapping and Analysis Using Iterative Annotation Method and Deep Learning: A Case Study in Beijing Y. Ding et al. 10.1109/JSTARS.2025.3562240
25. Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification R. Xu et al. 10.3390/rs16111974
26. A Geographically Weighted Regression–Compute Unified Device Architecture Approach to Explore the Spatial Agglomeration and Heterogeneity in Arable Land Consumption in Southwest China C. Liu et al. 10.3390/agriculture14101675
27. Investigating the influence of nonlinear spatial heterogeneity in urban flooding factors using geographic explainable artificial intelligence E. Ke et al. 10.1016/j.jhydrol.2024.132398
28. Fine-grained urban blue-green-gray landscape dataset for 36 Chinese cities based on deep learning network Z. Xu & S. Zhao 10.1038/s41597-023-02844-2
29. Exposure to greenspaces sourced soils improves mice gut microbiota G. Zhou et al. 10.1016/j.envpol.2024.124931
30. WenSiM: A Relative Accuracy Assessment Method for Land Cover Products Based on Optimal Transportation Theory R. Zhu et al. 10.3390/rs16020257
31. Evaluation of Perceptions Using Facial Expression Scores on Ecological Service Value of Blue and Green Spaces in 61 Parks in Guizhou L. Wang & C. Zhou 10.3390/su16104108
32. Cross-scenario damaged building extraction network: Methodology, application, and efficiency using single-temporal HRRS imagery H. Wang et al. 10.1016/j.isprsjprs.2025.06.028
33. Elevational patterns of bird alpha and beta diversity in Haba Snow Mountain, Southwestern China: Implication for conservation J. Tang et al. 10.1016/j.gecco.2024.e03261
34. Overcoming the uncertainty challenges in detecting building changes from remote sensing images J. Li et al. 10.1016/j.isprsjprs.2024.11.017
35. Extreme rainfall effects on water table dynamics and surface water-groundwater interactions: Insights from a semiarid alluvial fan in Northern China Y. Wang et al. 10.1016/j.jhydrol.2025.133157
36. Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge Y. Liu et al. 10.1109/JSTARS.2024.3388464
37. Defining Rural Types Nearby Large Cities from the Perspective of Urban–Rural Integration: A Case Study of Xi’an Metropolitan Area, China X. Jiang et al. 10.3390/land14030602
38. Analyzing the Supply and Demand Dynamics of Urban Green Spaces Across Diverse Transportation Modes: A Case Study of Hefei City’s Built-Up Area K. Gu et al. 10.3390/land13111937
39. UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images J. Li et al. 10.1109/TGRS.2024.3361211
40. The polder systems legacies in the early twentieth century affect the contemporary landscape in the Jianghan Plain of Hubei, China Y. Li et al. 10.1186/s40494-024-01426-8
41. Spatial and social inequality of hierarchical healthcare accessibility in urban system: A case study in Shanghai, China R. Su et al. 10.1016/j.scs.2024.105540
42. A Weakly Supervised Semantic Segmentation Framework for Medium-Resolution Forest Classification With Noisy Labels and GF-1 WFV Images X. Peng et al. 10.1109/TGRS.2024.3404953
43. High-resolution comprehensive regional development mapping using multisource geographic data L. Li et al. 10.1016/j.scs.2024.105670
44. Developing Layered Occlusion Perception Model: Mapping community open spaces in 31 China cities Y. Lei et al. 10.1016/j.rse.2024.114498
45. Deep learning for urban land use category classification: A review and experimental assessment Z. Li et al. 10.1016/j.rse.2024.114290
46. CRformer: Multi-modal data fusion to reconstruct cloud-free optical imagery Y. Xia et al. 10.1016/j.jag.2024.103793
47. Shaping greener mobility: Impact of urban greening structure on time-dependent bike-sharing usage T. Zhang et al. 10.1016/j.trd.2025.104657
48. Worldwide rooftop photovoltaic electricity generation may mitigate global warming Z. Zhang et al. 10.1038/s41558-025-02276-3
49. Transcending the urban–rural dichotomy: inequality in urban green space availability among urban neighbourhoods, urban villages and rural villages in Guangzhou, China F. Luo et al. 10.1080/13467581.2025.2455022
50. Dynamic impact assessment of urban floods on the compound spatial network of buildings-roads-emergency service facilities Y. Zang et al. 10.1016/j.scitotenv.2024.172007
51. AIR-POLSAR-CR1.0: A Benchmark Dataset for Cloud Removal in High-Resolution Optical Remote Sensing Images with Fully Polarized SAR Y. Wang et al. 10.3390/rs17020275
52. The disparities in health risks of multiple pollutants through soil and dietary exposure in a rural-urban area based on accessibility method C. Wang et al. 10.1016/j.jenvman.2024.123194
53. CCropLand30: High-resolution hybrid cropland maps of China created through the synergy of state-of-the-art remote sensing products and the latest national land survey L. Zhang et al. 10.1016/j.compag.2024.108672
54. Refined Urban Functional Zones Identification via Empirical Bayesian Kriging: A POI-Weighted Scoring Innovation X. Du et al. 10.1109/ACCESS.2025.3536000
55. Coupling of microbial-explicit model and machine learning improves the prediction and turnover process simulation of soil organic carbon X. Xu et al. 10.1016/j.csag.2024.100001
56. Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework W. Zhang et al. 10.1080/01431161.2025.2496528
57. Addressing neighborhood effect averaging problem: Distinguishing mobility-based and residence-based heat exposure H. Wu et al. 10.1016/j.buildenv.2025.113139
58. Determination and Sensitivity Analysis of Urban Waterlogging Driving Factors Based on Spatial Analysis Method H. Yang et al. 10.3390/su17062785
59. Contribution of dust emissions from farmland to particulate matter concentrations in North China Plain: Integration of WRF-Chem and WEPS model H. Zhang et al. 10.1016/j.envint.2024.109191
60. Post-Processing Optimization of the Global 30 m Land Cover Dynamic Monitoring Product Z. Li et al. 10.3390/rs17091558
61. Exploring spatiotemporal patterns of algal cell density in lake Dianchi with explainable machine learning Y. Tao et al. 10.1016/j.envpol.2024.124395
62. EDG-Net: Edge-Enhanced Dynamic Graph Convolutional Network for Remote Sensing Scene Classification of Mining-Disturbed Land X. Li et al. 10.1109/JSTARS.2025.3585311
63. Assessment of Fine-Scale Urban Heat Health Risk and Its Potential Driving Factors Based on Local Climate Zones in Shenzhen, China R. Su et al. 10.3390/ijgi13100367
64. An advanced high resolution land use/land cover dataset for Iran (ILULC-2022) by focusing on agricultural areas based on remote sensing data N. Karimi et al. 10.1016/j.compag.2024.109677
65. Domain-Knowledge-Guided Multisource Fusion Network for Small Water Bodies Mapping Using PlanetScope Multispectral and Google Earth RGB Images P. Zhou et al. 10.1109/JSTARS.2024.3509712
66. The Diurnal Cooling Effect of Green Space Structure on the Summer Urban Thermal Environment From a High-Resolution Perspective S. Wang et al. 10.1109/JSTARS.2024.3491219
67. A Refined Terrace Extraction Method Based on a Local Optimization Model Using GF-2 Images G. Kan et al. 10.3390/rs17010012
68. Research on the Spatial-Temporal Evolution of Changsha’s Surface Urban Heat Island from the Perspective of Local Climate Zones Y. Xiang et al. 10.3390/land13091479
69. High spatial resolution environmental noise assessment and its associations with risks of cardiovascular diseases based on digital healthcare data in China J. Wang et al. 10.1016/j.envint.2025.109408
70. Pretrain a Remote Sensing Foundation Model by Promoting Intra-Instance Similarity X. An et al. 10.1109/TGRS.2024.3469568
71. Harmony in diversity: Content cleansing change detection framework for very-high-resolution remote-sensing images M. Cheng et al. 10.1016/j.isprsjprs.2024.09.002
72. Beyond surveys: high-resolution mapping of rural wealth in China using satellite and street view imagery W. Xu et al. 10.1057/s41599-025-05400-y
73. Generating national very high-resolution land cover product of France without any labels: A comparative study J. Xia et al. 10.1016/j.rsase.2025.101542
74. A novel framework for accurate, automated and dynamic global lake mapping based on optical imagery T. Zhou et al. 10.1016/j.isprsjprs.2025.02.008
75. A study on automatic annotation methods for watershed environmental elements based on semantic segmentation models P. He et al. 10.1080/22797254.2025.2473939
76. “Sadness smile” curve: Processing emotional information from social network for evaluating thermal comfort perception Y. Liu et al. 10.1016/j.jtherbio.2024.104025
77. Effective Cultivated Land Extraction in Complex Terrain Using High-Resolution Imagery and Deep Learning Method Z. Liu et al. 10.3390/rs17050931
78. Is Nighttime Light Primarily From Human Settlements? Exploring the Spatial Relationship Between NTL and Impervious Surface in Zhejiang Province, China C. Tong et al. 10.1109/JSTARS.2025.3580758
79. The Spatial Heterogeneity Impact of Urban Historical Block Morphology on Urban Heat Island——An Insight of Local Climate Zones Y. Wanga & G. Huang 10.1051/e3sconf/202561801011
80. Downscaled high spatial resolution images from automated machine learning for assessment of urban structure effects on land surface temperatures X. Zhong et al. 10.1016/j.buildenv.2024.111934
81. PSFormer: Pyramid Superpixel Transformer for Hyperspectral Image Classification J. Zou et al. 10.1109/TGRS.2024.3468876
82. Enhancing ecosystem services can support the achievement of regional SDGs: Evidence from the Loess Plateau in China M. Chang et al. 10.1016/j.ecofro.2025.03.008
83. Evaluation of six global high-resolution global land cover products over China Y. Wang et al. 10.1080/17538947.2023.2301673
84. Validation and refinement of cropland map in southwestern China by harnessing ten contemporary datasets Y. Cui et al. 10.1038/s41597-024-03508-5
85. Local knowledge of homegarden plants in Miao ethnic communities in Laershan region, Xiangxi area, China J. Luo et al. 10.1186/s13002-024-00676-x
86. Global heterogeneous graph convolutional network: from coarse to refined land cover and land use segmentation Z. Liu et al. 10.1080/17538947.2024.2353110
87. Super-Resolution Rural Road Extraction from Sentinel-2 Imagery Using a Spatial Relationship-Informed Network Y. Jia et al. 10.3390/rs15174193
88. Mapping of the Spatial Scope and Water Quality of Surface Water Based on the Google Earth Engine Cloud Platform and Landsat Time Series H. Jin et al. 10.3390/rs15204986
89. Spatially-informed interpolation for reconstructing lake area time series using semantic neighborhood correlation C. Liu 10.1038/s41598-025-09410-3
90. Storm surge risk assessment and sensitivity analysis based on multiple criteria decision-making methods: a case study of Huizhou City W. Wei et al. 10.3389/fmars.2024.1364929
91. Biomass Characteristics of Tropical Montane Rain Forest in National Park of Hainan Tropical Rainforest T. Wu et al. 10.3390/land14030608
92. Landslide susceptibility assessment in Tongguan District Anhui China using information value and certainty factor models D. Ding et al. 10.1038/s41598-025-93704-z
93. Evaluation of Coupling Coordination Degree between Economy and Eco-Environment Systems in the Yangtze River Delta from 2000 to 2020 J. Ji et al. 10.3390/systems11100500
94. SinoLC-1: the first 1 m resolution national-scale land-cover map of China created with a deep learning framework and open-access data Z. Li et al. 10.5194/essd-15-4749-2023
95. Integrating ecosystem services: a new indicator for evaluating net carbon sink efficiency of urban green spaces and its influencing factors H. Song & M. Wang 10.1016/j.ecolind.2025.113901
96. Which land cover product provides the most accurate land use land cover map of the Yellow River Basin? W. Zhang et al. 10.3389/fevo.2023.1275054
97. A novel deep learning model for extracting arable land from high-resolution remote sensing images in hilly areas: a case study in the Sichuan Basin of Southwest China Y. Chen et al. 10.1080/10106049.2024.2400493