159 citations as recorded by crossref.

1. Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network Z. Li et al.
2. A Local Temperature Unmixing-Based Fusion Model for Land Surface Temperature Spatiotemporal Enhancement H. Xia et al.
3. Global inequality in built-up land per capita and its change trajectories between 1985 and 2020 J. van Vliet et al.
4. Do-it-yourself built-up mapping tool: A practical cloud-based solution using Sentinel imagery for mapping urban expansion in Africa M. Sapena et al.
5. Surface and canopy urban heat island disparities across 2064 urban clusters in China P. Shen et al.
6. Urban expansion, economic development, and carbon emissions: Trends, patterns, and decoupling in mainland China’s provincial capitals (1985–2020) J. Zhao et al.
7. Multiscale Characteristics and Drivers of the Bundles of Ecosystem Service Budgets in the Su-Xi-Chang Region, China Y. Wang et al.
8. How urbanization and terrain characteristics shape precipitation and temperature patterns in complex geographies: a case study of the Doon Valley S. Gouraha et al.
9. User-Aware Evaluation for Medium-Resolution Forest-Related Datasets in China: Reliability and Spatial Consistency X. Peng et al.
10. Quantifying the aggravation and mitigation of urban heat island through differential dynamic changes in impervious surface T. Xu et al.
11. The Changes in Nighttime Lights Caused by the Turkey–Syria Earthquake Using NOAA-20 VIIRS Day/Night Band Data Y. Yuan et al.
12. Assessing E. coli levels in surface soils of informal settlements using boot sock and standard grab methods L. Bata et al.
13. Vegetation growth enhancement modulated by urban development status S. Zhang et al.
14. Articulating environmental sustainability dynamics with space-time cube D. Wang et al.
15. Optimizing Ecological Management in China: Insights from Chongqing’s Service Projections Y. Duan et al.
16. An Approach to Characterizing the Spatial Pattern and Scale of Regional Heat Islands Over Urban Agglomerations Z. Xie et al.
17. An integrated method to quantify human appropriation of net primary production in grasslands of the Qinghai-Tibet Plateau X. Dai et al.
18. Rural Settlement Segmentation in Large-Scale Remote Sensing Imagery Using MSF-AL Auto-Labeling and the SELPFormer Model Q. Zhou et al.
19. A global estimate of monthly vegetation and soil fractions from spatiotemporally adaptive spectral mixture analysis during 2001–2022 Q. Sun et al.
20. Method and Spatiotemporal Analysis for Impervious Surface Extraction Based on an Improved DeepLabV3+ Model X. Wang et al.
21. GCSD: A comprehensive coastal indicators database for global coastal sustainable development assessment J. Zuo et al.
22. Hotspots of disagreement across global urban land projections until 2100 J. van Vliet et al.
23. Improving global land cover fraction change mapping using temporal deep learning A. Slomp et al.
24. The Expansion of Desert Shrubs Since 1986 Has Contributed Over Half of the Sand Greening in Ordos, China Z. Fu et al.
25. Morphological and Structural Evolution of Peri-Urban Landscapes in Zhengzhou: Implications for Sustainable Peri-Urban Development Z. Shi et al.
26. Prediction of the spatiotemporal evolution of vegetation cover in the Huainan mining area and quantitative analysis of driving factors X. Zhang et al.
27. Cooling effects of increased green fodder area on native grassland in the northeastern Tibetan Plateau W. Liu et al.
28. Automatic mapping of high-resolution impervious surfaces driven by hierarchical adaptive features L. Xu et al.
29. Global-PCG-10: a 10 m global map of plastic-covered greenhouses derived from Sentinel-2 in 2020 B. Niu et al.
30. Comparative study of quantitative identification methods for peri-urban areas based on a multi-indicator system Z. Shi et al.
31. Urban Resilience and Its Links to City Size: Evidence from the Yangtze River Economic Belt in China L. Wang et al.
32. Spatial and temporal assessment of sustainable development indicators for the China-Pakistan transportation corridor L. Hao et al.
33. Post-Processing Optimization of the Global 30 m Land Cover Dynamic Monitoring Product Z. Li et al.
34. Spatial and Temporal Evolution Characteristics of Land Use/Cover and Its Driving Factor in Cambodia during 2000–2020 X. Niu et al.
35. High-Resolution (0.9 m) terrace mapping in Low-Latitude hilly regions using deep learning and Area–Slope Denoising: A case study from Guangdong Province, China Y. Zhao et al.
36. Spatio-temporal dynamics of global forest-urban carbon balance and its driving patterns during 1985–2020 W. Qiu et al.
37. Rising heat, rising sirens: Spatiotemporal disparities and socio-spatial drivers of heat-related illness exposure risk in Japan J. Chen et al.
38. Assessment of urban waterlogging-induced road traffic safety risk and identification of its driving factors: A case study of Beijing Z. Yang et al.
39. China Building Rooftop Area: the first multi-annual (2016–2021) and high-resolution (2.5 m) building rooftop area dataset in China derived with super-resolution segmentation from Sentinel-2 imagery Z. Liu et al.
40. High-Precision Population Spatialization in Metropolises Based on Ensemble Learning: A Case Study of Beijing, China W. Bao et al.
41. Evaluation and Analysis of the Impact of Coastal Urban Impervious Surfaces on Ecological Environments C. Li et al.
42. Indirect Urbanization Impacts Shape Vegetation Growth and Carbon Sink Dynamics: Synergies and Trade-Offs across China B. Wu et al.
43. National-scale imperviousness mapping and detection of urban land changes S. Xu & S. Fina
44. A “Foundation-Function-Structure” Framework for Multiple Scenario Assessment of Land Change-Induced Dynamics in Regional Ecosystem Quality Y. Pan et al.
45. High-Resolution Global Land Cover Maps and Their Assessment Strategies Q. Xu et al.
46. Automatic Multi-Temporal Land Cover Mapping with Medium Spatial Resolution Using the Model Migration Method R. Chen et al.
47. Global urban flood dynamics and future vulnerability assessment: a comprehensive study of trends, predictions, and mitigation A. Mondal & R. Garg
48. Development of a 30 m resolution global sand dune/sheet classification map (GSDS30) using multi-source remote sensing data Z. Zheng et al.
49. A spatial-explicit analysis of influencing factors of observed floods in the Yangtze River Delta, China C. Zhou et al.
50. Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions T. Xu et al.
51. Global urban and rural settlement dataset from 2000 to 2020 Z. Liu et al.
52. Mapping 30m China annual impervious surface from 1992 to 2021 via a multi-level classification approach Y. Tao et al.
53. GLC_FCS30D: the first global 30 m land-cover dynamics monitoring product with a fine classification system for the period from 1985 to 2022 generated using dense-time-series Landsat imagery and the continuous change-detection method X. Zhang et al.
54. Impact of cropland use changes based on non-agriculturalization, non-grainization and abandonment on grain potential production in Northeast China L. Pu
55. Improving digital mapping of soil organic matter in cropland by incorporating crop rotation Y. Liu et al.
56. Tracing trajectories and co-evolution of metropolitan urbanization in the United States, Europe, and China M. Huang & S. Zhao
57. Extensive terrestrial biodiversity threats from global hillside urban expansion K. Shi et al.
58. Tracking gain and loss of impervious surfaces by integrating continuous change detection and multitemporal classifications from 1985 to 2022 in Beijing X. Zhang et al.
59. An automatic, rapid and continuous impervious surface mapping framework based on historical land cover datasets L. Sun et al.
60. Cropland dynamics and driving mechanisms in Changsha (2000−2020) using google earth engine and an optimal-parameter geographic detector Y. Yu et al.
61. Mapping cropland in Yunnan Province during 1990–2020 using multi-source remote sensing data with the Google Earth Engine Platform M. Wang et al.
62. GLC_FCS10: a global 10 m land-cover dataset with a fine classification system from Sentinel-1 and Sentinel-2 time-series data in Google Earth Engine X. Zhang et al.
63. Automated Extraction of Impervious Surface Area Using Hyperlocal Samples From Multisource Data Fusion Across Economic–Geographic Zones N. Wang et al.
64. Application of High-Precision Classification Method Based on Spatiotemporal Stable Samples and Land Use Policy in Oasis–Desert Mosaic Landscape Areas J. Wang et al.
65. GWL_FCS30: a global 30 m wetland map with a fine classification system using multi-sourced and time-series remote sensing imagery in 2020 X. Zhang et al.
66. A Dynamic Time Warping Method Integrating Sugarcane Phenology Characteristics and Class Probabilities using Sentinel-2 NDVI Time Series L. Zhu et al.
67. Accuracy and applicability assessment of vegetation types of the land cover products produced in China C. Li et al.
68. Space-time cube uncovers spatiotemporal patterns of basin ecological quality and their relationship with water eutrophication Z. Cao et al.
69. Dual effects on vegetation from urban expansion in the drylands of northern China: A multiscale investigation using the vegetation disturbance index T. Qi et al.
70. Assessing Large-Scale Flood Risks: A Multi-Source Data Approach M. Wang et al.
71. Identification and Landscape Pattern Analysis of Peri-Urban Areas Z. Shi et al.
72. Assessing the macro-scale patterns of urban tree canopy cover in Brazil using high-resolution remote sensing images J. Guo et al.
73. Enhanced 30 m Impervious Surfaces for China (2020, 2022) via 2 m/30 m Data Fusion R. Yin et al.
74. Extraction of Cotton Information with Optimized Phenology-Based Features from Sentinel-2 Images Y. Tian et al.
75. ESDC: 一种用于支持地学文献信息抽取的开放地球科学数据语料库 皓. 李 et al.
76. Big cats persisting in human-dominated landscape: Habitat suitability and connectivity of leopards in central North China Y. Wang et al.
77. Mapping Midaltitude Peatlands Using Sentinel-1/2 Images and Machine Learning in the Mountainous Region of Northeastern China D. Sun et al.
78. Impact of Increased Satellite Observation Frequency on Mapping of Long-Term Tidal Flat Area Changes J. Wang et al.
79. Characterizing the Accelerated Global Carbon Emissions from Forest Loss during 1985–2020 Using Fine-Resolution Remote Sensing Datasets W. Liu et al.
80. Spatio-temporal evolution of coastal wetlands and carbon storage driven by natural and anthropogenic processes in Yancheng City, China Y. Xu et al.
81. Classification and Transition of Grassland in Qinghai, China, from 1986 to 2020 with Landsat Archives on Google Earth Engine P. He et al.
82. A Novel Framework for Urban Land Cover Change Detection With NASA’s Black Marble Nighttime Lights Product Y. Zhang et al.
83. Scaling-up ecological understanding with remote sensing and causal inference E. Van Cleemput et al.
84. Land cover mapping of China based on an improved bi-temporal comprehensive change detection method from Landsat MSS observations W. Ai et al.
85. Quantitative Assessment of Factors Influencing the Spatiotemporal Variation in Carbon Dioxide Fluxes Simulated by Multi-Source Remote Sensing Data in Tropical Vegetation R. Xu et al.
86. Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework W. Zhang et al.
87. Identifying Evacuation Needs and Resources Based on Volunteered Geographic Information: A Case of the Rainstorm in July 2021, Zhengzhou, China J. Gao et al.
88. Life in green: Associations between greenspace availability and mental health over the lifecourse – A 40-year prospective birth cohort study B. Deng et al.
89. From city to countryside: Unraveling the long-term complex effects of urbanization on vegetation growth in China S. Zhang et al.
90. Thirty years of 3-D urbanization in the Yangtze River Delta, China C. Yin et al.
91. Precipitation-induced landslide risk escalation in China’s urbanization with high-resolution soil moisture and multi-source precipitation product K. He et al.
92. Human disturbance intensity reduces drought resistance without prolonging recovery in karst forests of southwest China L. Wang et al.
93. A 10-m resolution impervious surface area map for the greater Mekong subregion from remote sensing images G. Sun et al.
94. Global annual wetland dataset at 30 m with a fine classification system from 2000 to 2022 X. Zhang et al.
95. Response mechanism of the thermal environment in the karst rocky desertification areas from the perspective of settlement transition S. Zhang et al.
96. Impervious surface increase over global border areas regulated by population and topography C. Xiao et al.
97. Comparison of Urban Impervious Surface Identification Accuracy Based on Remote Sensing Datasets—A Case Study of Henan Province 开. 刘
98. GIS-Based Watershed Unit Forest Landscape Visual Quality Assessment in Yangshuo Section of Lijiang River Basin, China S. Dong et al.
99. Large-Scale Land Cover Mapping Framework Based on Prior Product Label Generation: A Case Study of Cambodia H. Zhu et al.
100. Global mapping of forest clumping index based on GEDI canopy height and complementary data X. Zhao et al.
101. Construction and evaluation of ecological networks in highly urbanised regions: A case study of the Guangdong-Hong Kong-Macao greater Bay Area, China Y. Zhou et al.
102. ESDC: An open Earth science data corpus to support geoscientific literature information extraction H. Li et al.
103. Analysis of the Spatial and Temporal Distribution of Fires and their Atmospheric Changes in the Amazon from 2001 to 2022 L. Zhu et al.
104. Mapping of Land Cover Over Highly Heterogeneous Areas in Yunnan Province With Active and Passive Remotely Sensed Data T. Zhang et al.
105. Ecological monitoring and evaluation comparison of the Pearl River Source region in Yunnan based on model coupling S. Zhang et al.
106. 城乡聚落与生态环境级联耦合的理论解析 志. 刘 et al.
107. Urban socioeconomic variation influences the ecology and evolution of trophic interactions E. Martin et al.
108. Continent-wide urban tree canopy fine-scale mapping and coverage assessment in South America with high-resolution satellite images J. Guo et al.
109. Spatiotemporal Evolution and Rank–Size Pattern of Chinese Urban Settlements J. Zhang et al.
110. Differential spatiotemporal patterns in urban thermal environment driven by impervious surface trajectories: A multi-scale assessment framework T. Xu et al.
111. A Spatio-Temporal Fusion Wildfire Detection Algorithm by Using Himawari-8/9 Data J. Li et al.
112. Impacts of land surface temperature and ambient factors on near-surface air temperature estimation: A multisource evaluation using SHAP analysis S. Li et al.
113. Cascading coupling between urban-rural settlements and the ecological environment Z. Liu et al.
114. A 2 m Resolution Impervious Surface Distribution Product of the Qinghai–Xizang Plateau Based on SegformerAT Model K. Zheng et al.
115. Building up a data engine for global urban mapping Y. Zhou & Q. Weng
116. Decoding spatial consistency of multi-Source land cover products in China: Insights from heterogeneous landscapes Y. Cui et al.
117. Effects of urbanization on local adaptation and eco-evolutionary feedbacks in white clover E. Martin & M. Johnson
118. A novel ensemble learning approach to extract urban impervious surface based on machine learning algorithms using SAR and optical data M. Ahmad et al.
119. A Hybrid Approach for Extracting Large-Scale and Accurate Built-Up Areas Using SAR and Multispectral Data R. Azmi et al.
120. Using Nighttime Lights Data to Assess the Resumption of Religious and Socioeconomic Activities Post-COVID-19 M. Alahmadi et al.
121. A Comparison of Seven Medium Resolution Impervious Surface Products on the Qinghai–Tibet Plateau, China from a User’s Perspective K. Zheng et al.
122. Carbon emissions from global impervious surface expansion between 1985 and 2020 Z. Li et al.
123. GGW-BDF: an online tool for using earth observation and Chinese ecosystem restoration experiences in support of the Great Green Wall initiative X. Li et al.
124. Abandoned Cropland Mapping With Phenology-Enhanced Change Vector Analysis and Semi-Supervised Learning in Different Cropping Intensity Areas T. Zhang et al.
125. Morphological landscape expansion index: integrating mathematical morphology and landscape connectivity to decipher urban expansion dynamics D. Huang & G. Xiao
126. High-resolution dynamic surface water mapping in the Hindu Kush Himalaya region by integrating SDGSAT-1 and Sentinel-2 observations X. Chen et al.
127. Policy instruments as a trigger for urban sprawl deceleration: monitoring the stability and transformations of green areas K. Filepné Kovács et al.
128. Assessment of site suitability for centralized photovoltaic power stations in Northwest China's six provinces Y. Zhao et al.
129. Ecological Quality Evolution and Its Driving Factors in Yunnan Karst Rocky Desertification Areas S. Zhang et al.
130. Sandy desertification monitoring with the Relative Normalized Silica Index (RNSI) based on SDGSAT-1 thermal infrared image Z. Yang et al.
131. Spatial-temporal response of the regional ecological quality to urban settlement development S. Zhang et al.
132. Evaluating the impact of roof rainwater harvesting on hydrological connectivity and urban flood mitigation Q. Lu et al.
133. Geospatial Analysis of Relief Degree of Land Surface in the Forest-Steppe Ecotone in Northern China L. Hu et al.
134. Automated Mapping of Global 30-m Tidal Flats Using Time-Series Landsat Imagery: Algorithm and Products X. Zhang et al.
135. A Method to Construct an Environmental Vulnerability Model Based on Multi-Source Data to Evaluate the Hazard of Short-Term Precipitation-Induced Flooding H. Zhu et al.
136. Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data M. Pesaresi et al.
137. Global maps of 3D built-up patterns for urban morphological analysis M. Li et al.
138. Landsat image classification using a deep learning model and multiple-source training samples Z. Sun et al.
139. Exploring the scale effect of urban thermal environment through XGBoost model J. He et al.
140. Exploring urban expansion pattern associations with flood Vulnerability: Spatial heterogeneity in multidimensional linkages across China's Min Delta urban agglomeration D. Huang & G. Xiao
141. SCSCTS: An improved SCS+C topographic correction model with shadow compensation for mountainous regions X. Shen et al.
142. Fine-resolution mapping and assessment of artificial surfaces in the northern hemisphere permafrost environments C. Liu et al.
143. A high-resolution global annual city and town boundaries dataset (2000–2022) derived from GLC_FCS30D product M. Bai et al.
144. Advancing the Classification and Attribution Method for Alpine Wetlands: A Case Study of the Source Region of Three Rivers, Tibetan Plateau X. Zheng et al.
145. How Good Are Global Layers for Mapping Rural Settlements? Evidence from China N. Wang et al.
146. Unequal impacts of global urban–rural settlement construction on cropland and production over the past three decades Y. Liu et al.
147. Evaluation on the adaptability of Yunnan karst ecosystems based on “rock-soil-water-vegetation” S. Zhang et al.
148. Improving 30-meter global impervious surface area (GISA) mapping: New method and dataset H. Ren et al.
149. Analysis of the Substantial Growth of Water Bodies during the Urbanization Process Using Landsat Imagery—A Case Study of the Lixiahe Region, China H. Jiang et al.
150. Multitemporal Analysis of Declassified Keyhole Imagery’ for Landuse Change Detection in China (1960~1984): A Python-Based Spatial Coverage and Automation Workflow H. Li et al.
151. Diverging trajectories of built-up land dynamics for country groups by income until 2100 H. Yang et al.
152. STUrban: A novel spatial-temporal deep learning model to simulate long-term urban growth Z. Zhou & Y. Chen
153. Assessing suburban transformations with freely available spatial data D. Kaim & E. Grabska
154. A dataset of spatio-temporal variations in the Pinglu Canal region from 2000 to 2023 Z. GAN et al.
155. 30 m resolution impervious surface covering dataset for the Qinghai-Xizang Plateau in 2020 and 2022 K. ZHENG et al.
156. Fully automatic training sample collection for detecting multi-decadal inland/seaward urban sprawl Q. Zhang et al.
157. A New Method for Bare Permafrost Extraction on the Tibetan Plateau by Integrating Machine Learning and Multi-Source Information X. Li et al.
158. A global product of 150-m urban building height based on spaceborne lidar X. Ma et al.
159. Unveiling the evolution and driver of urban heat island in Shenzhen using multiple remote sensing techniques W. Wang et al.