Articles | Volume 12, issue 3
https://doi.org/10.5194/essd-12-1625-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-12-1625-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Development of a global 30 m impervious surface map using multisource and multitemporal remote sensing datasets with the Google Earth Engine platform
Xiao Zhang
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing 100094, China
University of the Chinese Academy of Sciences, Beijing 100049, China
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing 100094, China
University of the Chinese Academy of Sciences, Beijing 100049, China
Changshan Wu
Department of Geography, University of Wisconsin-Milwaukee,
Milwaukee, WI, USA
Xidong Chen
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing 100094, China
University of the Chinese Academy of Sciences, Beijing 100049, China
Yuan Gao
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing 100094, China
College of Geomatics, Xi'an University of Science and Technology,
Xi'an 710054, China
Shuai Xie
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing 100094, China
University of the Chinese Academy of Sciences, Beijing 100049, China
Bing Zhang
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing 100094, China
University of the Chinese Academy of Sciences, Beijing 100049, China
Viewed
Total article views: 13,150 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Jan 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
9,846 | 3,169 | 135 | 13,150 | 139 | 223 |
- HTML: 9,846
- PDF: 3,169
- XML: 135
- Total: 13,150
- BibTeX: 139
- EndNote: 223
Total article views: 11,181 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Jul 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
9,102 | 1,964 | 115 | 11,181 | 120 | 197 |
- HTML: 9,102
- PDF: 1,964
- XML: 115
- Total: 11,181
- BibTeX: 120
- EndNote: 197
Total article views: 1,969 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Jan 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
744 | 1,205 | 20 | 1,969 | 19 | 26 |
- HTML: 744
- PDF: 1,205
- XML: 20
- Total: 1,969
- BibTeX: 19
- EndNote: 26
Viewed (geographical distribution)
Total article views: 13,150 (including HTML, PDF, and XML)
Thereof 11,835 with geography defined
and 1,315 with unknown origin.
Total article views: 11,181 (including HTML, PDF, and XML)
Thereof 10,110 with geography defined
and 1,071 with unknown origin.
Total article views: 1,969 (including HTML, PDF, and XML)
Thereof 1,725 with geography defined
and 244 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
188 citations as recorded by crossref.
- Spatial governance of Beijing-Tianjin-Hebei urban agglomeration towards low-carbon transition H. Fu et al. 10.1108/CAER-04-2022-0069
- Cropformer: A new generalized deep learning classification approach for multi-scenario crop classification H. Wang et al. 10.3389/fpls.2023.1130659
- Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network Z. Li et al. 10.1016/j.jag.2023.103608
- Ecosystem Service Flow Perspective of Urban Green Land: Spatial Simulation and Driving Factors of Cooling Service Flow Y. Zhou et al. 10.3390/land12081527
- Changes and Regional Differences in Urban Land Areas on Both Banks of the Strait of Malacca Based on Remote Sensing F. Yang et al. 10.3390/su12229714
- Modification of Statistical Metric Biases in Large-Region and Long-Time-Series Landsat Dataset Due to Insufficient Observations L. Wang et al. 10.1109/TGRS.2023.3323319
- Extraction of Abandoned Land in Hilly Areas Based on the Spatio-Temporal Fusion of Multi-Source Remote Sensing Images S. He et al. 10.3390/rs13193956
- Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China J. Xue et al. 10.1016/j.jia.2023.06.005
- Dynamic Changes, Spatiotemporal Differences, and Ecological Effects of Impervious Surfaces in the Yellow River Basin, 1986–2020 J. Zhang et al. 10.3390/rs15010268
- Testing Accuracy of Land Cover Classification Algorithms in the Qilian Mountains Based on GEE Cloud Platform Y. Yang et al. 10.3390/rs13245064
- Balancing urbanization, agricultural production and ecological integrity: A cross-scale landscape functional and structural approach in China Y. Wang et al. 10.1016/j.landusepol.2024.107156
- A dataset of 30 m/10-day leaf chlorophyll content of MuSyQ GF-series (2019–2020, China, Version 01) J. LI et al. 10.11922/csdata.2021.0033.zh
- Mapping Forest Canopy Height at Large Scales Using ICESat-2 and Landsat: An Ecological Zoning Random Forest Approach Z. Wu & F. Shi 10.1109/TGRS.2022.3231926
- Colored-Loading Factor Optimization for Airborne KA-STAP Radar Y. Xiong et al. 10.1109/JSEN.2023.3303264
- Mapping and evaluating global urban entities (2000–2020): A novel perspective to delineate urban entities based on consistent nighttime light data K. Shi et al. 10.1080/15481603.2022.2161199
- Automated Method for Artificial Impervious Surface Area Mapping in Temperate, Tropical, and Arid Environments Using Hyperlocal Training Data With Sentinel-2 Imagery K. Lasko & F. O'Neill 10.1109/JSTARS.2023.3328301
- Long-term mapping of land use and cover changes using Landsat images on the Google Earth Engine Cloud Platform in bay area - A case study of Hangzhou Bay, China J. Liang et al. 10.1016/j.horiz.2023.100061
- Time-series land cover mapping and urban expansion analysis using OpenStreetMap data and remote sensing big data: A case study of Guangdong-Hong Kong-Macao Greater Bay Area, China Q. Ding et al. 10.1016/j.jag.2022.103001
- Assessment of Forest Ecosystem Variations in the Lancang–Mekong Region by Remote Sensing from 2010 to 2020 J. Zhao et al. 10.3390/s23229038
- Mapping the Time-Series of Essential Urban Land Use Categories in China: A Multi-Source Data Integration Approach T. Tian et al. 10.3390/rs16173125
- What is going on within google earth engine? A systematic review and meta-analysis P. Pérez-Cutillas et al. 10.1016/j.rsase.2022.100907
- Spatiotemporal Continuous Impervious Surface Mapping by Fusion of Landsat Time Series Data and Google Earth Imagery R. Chen et al. 10.3390/rs13122409
- CALC-2020: a new baseline land cover map at 10 m resolution for the circumpolar Arctic C. Liu et al. 10.5194/essd-15-133-2023
- Advancements in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges S. Liang et al. 10.1016/j.srs.2024.100152
- Spatial Downscaling of Vegetation Productivity in the Forest From Deep Learning T. Yu et al. 10.1109/ACCESS.2022.3210218
- Prediction of the joint impacts of sea level rise and land development on distribution patterns of mangrove communities S. Liang et al. 10.1016/j.fecs.2023.100100
- A Comprehensive Approach to Develop a Hydrological Model for the Simulation of All the Important Hydrological Components: The Case of the Three-River Headwater Region, China R. Mahmood & S. Jia 10.3390/w14182778
- Identification of ecological improvement zones in different ecological functional zones in northwest Hubei, China S. Shao & Y. Yang 10.1016/j.ecolind.2023.111032
- Trend of Vegetation and Environmental Factors and Their Feedback in the Karst Regions of Southwestern China K. Huang et al. 10.3390/su142315941
- How Urban Morphology Relates to the Urban Heat Island Effect: A Multi-Indicator Study B. Liu et al. 10.3390/su151410787
- Monitoring Impervious Surface Area Dynamics in Urban Areas Using Sentinel-2 Data and Improved Deeplabv3+ Model: A Case Study of Jinan City, China J. Liu et al. 10.3390/rs15081976
- Mapping 10 m global impervious surface area (GISA-10m) using multi-source geospatial data X. Huang et al. 10.5194/essd-14-3649-2022
- Improved forest cover mapping by harmonizing multiple land cover products over China S. Meng et al. 10.1080/15481603.2022.2124044
- Changes of the spatial and temporal characteristics of land-use landscape patterns using multi-temporal Landsat satellite data: A case study of Zhoushan Island, China H. Chen et al. 10.1016/j.ocecoaman.2021.105842
- Improving long-term impervious surface percentage mapping in mountainous areas based on multi-source remote sensing data X. Chen et al. 10.1080/10106049.2022.2076908
- Consistency Analysis and Accuracy Assessment of Three Global 30-m Land-Cover Products over the European Union using the LUCAS Dataset Y. Gao et al. 10.3390/rs12213479
- NPP Variability Associated with Natural and Anthropogenic Factors in the Tropic of Cancer Transect, China Y. Wu & Z. Wu 10.3390/rs15041091
- Mapping irrigated croplands in China using a synergetic training sample generating method, machine learning classifier, and Google Earth Engine C. Zhang et al. 10.1016/j.jag.2022.102888
- The Different Impacts of Climate Variability and Human Activities on NPP in the Guangdong–Hong Kong–Macao Greater Bay Area Y. Wu et al. 10.3390/rs14122929
- A dataset of built-up areas of Chinese cities in 2020 J. SUN et al. 10.11922/11-6035.csd.2021.0087.zh
- Weekly rhythms of urban heat islands: A multicity perspective H. Du et al. 10.1016/j.scs.2024.105385
- Assessing the Impact of Urban Morphologies on Waterlogging Risk Using a Spatial Weight Naive Bayes Model and Local Climate Zones Classification B. Zou et al. 10.3390/w16172464
- Monitoring Annual Land Use/Land Cover Change in the Tucson Metropolitan Area with Google Earth Engine (1986–2020) F. Dubertret et al. 10.3390/rs14092127
- Scale dependence of forest fragmentation and its climate sensitivity in a semi-arid mountain: Comparing Landsat, Sentinel and Google Earth data Y. Xie et al. 10.1016/j.geosus.2023.11.008
- Evaluation of the vulnerability of Huanghe estuary coastal wetlands to marine oil spill stress X. Zhang et al. 10.3389/fmars.2024.1481868
- Assessing Multi-Temporal Global Urban Land-Cover Products Using Spatio-Temporal Stratified Sampling Y. Gong et al. 10.3390/ijgi11080451
- Evolution Simulation and Risk Analysis of Land Use Functions and Structures in Ecologically Fragile Watersheds Y. Wang et al. 10.3390/rs14215521
- Novel Index for Hydrological Drought Monitoring Using Remote Sensing Approach: Standardized Water Surface Index (SWSI) N. Alahacoon & M. Edirisinghe 10.3390/rs14215324
- Trends analysis of Evapotranspiration and responses to soil moisture and wind speed over the Taklimakan Desert, China J. Lang et al. 10.1080/15324982.2024.2393337
- Spatiotemporal Analysis of Urban Expansion in the Mountainous Hindu Kush Himalayas Region Z. Chao et al. 10.3390/land12030576
- Effect of Urban Built-Up Area Expansion on the Urban Heat Islands in Different Seasons in 34 Metropolitan Regions across China W. Han et al. 10.3390/rs15010248
- Temporal and Spatial Evolution Characteristics and Its Driving Mechanism of Land Use/Land Cover Change in Laos from 2000 to 2020 Y. Zhang et al. 10.3390/land11081188
- Urban agglomeration waterlogging hazard exposure assessment based on an integrated Naive Bayes classifier and complex network analysis M. Wang et al. 10.1007/s11069-023-06118-3
- Improving Urban Impervious Surfaces Mapping through Integrating Statistical Methods and Spectral Mixture Analysis W. Li 10.3390/rs13132474
- Temporal—Spatial Changes in Vegetation Coverage under Climate Change and Human Activities: A Case Study of Central Yunnan Urban Agglomeration, China Y. Li et al. 10.3390/su16020661
- Anthropogenic Land Use and Land Cover Changes—A Review on Its Environmental Consequences and Climate Change P. Roy et al. 10.1007/s12524-022-01569-w
- A Novel Impervious Surface Extraction Method Integrating POI, Vehicle Trajectories, and Satellite Imagery Y. Wan et al. 10.1109/JSTARS.2021.3103785
- Smallholder Crop Type Mapping and Rotation Monitoring in Mountainous Areas with Sentinel-1/2 Imagery T. Ren et al. 10.3390/rs14030566
- Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions T. Xu et al. 10.3390/rs14153786
- An integrated GEE and machine learning framework for detecting ecological stability under land use/land cover changes A. Amindin et al. 10.1016/j.gecco.2024.e03010
- Global 10-m impervious surface area mapping: A big earth data based extraction and updating approach Z. Sun et al. 10.1016/j.jag.2022.102800
- Slope characteristics of urban construction land and its correlation with ground slope in China J. Duan et al. 10.1515/geo-2022-0439
- Fast Unsupervised Multi-Scale Characterization of Urban Landscapes Based on Earth Observation Data C. Teillet et al. 10.3390/rs13122398
- Urban Flooding Risk Assessment in the Rural-Urban Fringe Based on a Bayesian Classifier M. Wang et al. 10.3390/su15075740
- Simulating the hydrological impacts of intensive soil and water conservation measures in the Yellow River basin using a distributed physically-based model Z. Yan et al. 10.1016/j.jhydrol.2023.129936
- Mapping impervious surface area increase and urban pluvial flooding using Sentinel Application Platform (SNAP) and remote sensing data M. Ahmad et al. 10.1007/s11356-023-30990-y
- A 30 m resolution dataset of China's urban impervious surface area and green space, 2000–2018 W. Kuang et al. 10.5194/essd-13-63-2021
- A geospatial image based eye movement dataset for cartography and GIS B. He et al. 10.1080/15230406.2022.2153172
- 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. 10.5194/essd-15-265-2023
- Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels I. Mirpulatov et al. 10.1109/ACCESS.2023.3300967
- PRISI: A novel piecewise radar impervious surface index for urban monitoring using Sentinel-1 data Y. Ding et al. 10.1016/j.jag.2022.103033
- Automated Mapping of Global 30-m Tidal Flats Using Time-Series Landsat Imagery: Algorithm and Products X. Zhang et al. 10.34133/remotesensing.0091
- Understanding urban expansion and shrinkage via green plastic cover mapping based on GEE cloud platform: A case study of Shandong, China J. Liu et al. 10.1016/j.jag.2024.103749
- An Impervious Surface Spectral Index on Multispectral Imagery Using Visible and Near-Infrared Bands S. Su et al. 10.3390/rs14143391
- Integrating Land-Cover Products Based on Ontologies and Local Accuracy L. Zhu et al. 10.3390/info12060236
- 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. 10.5194/essd-16-1353-2024
- Consistent, accurate, high resolution, long time-series mapping of built-up land in the North China Plain J. Wang et al. 10.1080/15481603.2021.1948275
- Long-term water clarity patterns of lakes across China using Landsat series imagery from 1985 to 2020 X. Chen et al. 10.5194/hess-26-3517-2022
- Responses of Heat Stress to Temperature and Humidity Changes Due to Anthropogenic Heating and Urban Expansion in South and North China S. Yang et al. 10.3389/feart.2021.673943
- Remote Sensing and GIS for Environmental Analysis and Cultural Heritage T. Noszczyk & P. Gawronek 10.3390/rs12233960
- The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019 J. Yang & X. Huang 10.5194/essd-13-3907-2021
- Mapping essential urban land use categories (EULUC) using geospatial big data: Progress, challenges, and opportunities B. Chen et al. 10.1080/20964471.2021.1939243
- Driving mechanisms of urbanization: Evidence from geographical, climatic, social-economic and nighttime light data S. Huang et al. 10.1016/j.ecolind.2023.110046
- Identifying discrepant regions in urban mapping from historical and projected global urban extents H. Mu et al. 10.1080/27669645.2022.2104990
- Progress of nighttime light applications within the google earth engine cloud platform Z. Mncube & S. Xulu 10.1080/10106049.2022.2120550
- Spatiotemporal Variations of Vegetation and Its Response to Climate Change and Human Activities in Arid Areas—A Case Study of the Shule River Basin, Northwestern China X. He et al. 10.3390/f15071147
- Water-carbon-sediment synergies and trade-offs: Multi-faceted impacts of large-scale ecological restoration in the Middle Yellow River Basin Z. Yan et al. 10.1016/j.jhydrol.2024.131099
- Mapping hierarchical urban boundaries for global urban settlements Z. Xu et al. 10.1016/j.jag.2021.102480
- Evaluating the Spatial-Temporal Dynamics of Urbanization in Prefecture Cities of China Using SNPP-VIIRS Nighttime Light Remote Sensing Data N. Withanage & S. Jingwei 10.54287/gujsa.1466745
- Open and Consistent Geospatial Data on Population Density, Built-Up and Settlements to Analyse Human Presence, Societal Impact and Sustainability: A Review of GHSL Applications D. Ehrlich et al. 10.3390/su13147851
- Spatial and Temporal Changes and Influencing Factors of Capital Cities in Five Provinces of the Underdeveloped Regions of Northwest China Y. Feng et al. 10.3390/ijgi13060215
- Spatiotemporal Dynamics of Net Primary Productivity in China’s Urban Lands during 1982–2015 H. Zhang et al. 10.3390/rs13030400
- Comprehensive assessment of potential forestation land in China considering factors of vegetation resilience and top vegetation succession Z. Zhang et al. 10.1016/j.ecolind.2024.112476
- A Transformation in City-Descriptive Input Data for Urban Climate Models M. Lipson et al. 10.3389/fenvs.2022.866398
- Expansion of Urban Impervious Surfaces in Lahore (1993–2022) Based on Gee and Remote Sensing Data Z. Shao et al. 10.14358/PERS.23-00001R2
- GISD30: global 30 m impervious-surface dynamic dataset from 1985 to 2020 using time-series Landsat imagery on the Google Earth Engine platform X. Zhang et al. 10.5194/essd-14-1831-2022
- Application of Transformer Models to Landslide Susceptibility Mapping S. Bao et al. 10.3390/s22239104
- Urban Land Conversion Reduces Soil Organic Carbon Density Under Impervious Surfaces Q. Ding et al. 10.1029/2021GB007293
- Identification of cropland in Tibetan Plateau based on time series remote sensing features X. Du et al. 10.1080/10106049.2024.2375583
- Two decades of nighttime surface urban heat island intensity analysis over nine major populated cities of India and implications for heat stress M. Jain 10.3389/frsc.2023.1084573
- Examining the Roles of Spectral, Spatial, and Topographic Features in Improving Land-Cover and Forest Classifications in a Subtropical Region X. Yu et al. 10.3390/rs12182907
- Extracting and Evaluating Urban Entities in China from 2000 to 2020 Based on SNPP-VIIRS-like Data N. Withanage et al. 10.3390/rs15184632
- Urban Climate Informatics: An Emerging Research Field A. Middel et al. 10.3389/fenvs.2022.867434
- The 30 m vegetation maps from 1990 to 2020 in the Tibetan Plateau F. Wu et al. 10.1038/s41597-024-03649-7
- Identifying core driving factors of urban land use change from global land cover products and POI data using the random forest method H. Wu et al. 10.1016/j.jag.2021.102475
- Automatically Monitoring Impervious Surfaces Using Spectral Generalization and Time Series Landsat Imagery from 1985 to 2020 in the Yangtze River Delta X. Zhang et al. 10.34133/2021/9873816
- Forest Burned Area Detection Using a Novel Spectral Index Based on Multi-Objective Optimization B. Wu et al. 10.3390/f13111787
- Soil moisture plays an increasingly important role in constraining vegetation productivity in China over the past two decades G. Qi et al. 10.1016/j.agrformet.2024.110193
- Improved Fine-Scale Tropical Forest Cover Mapping for Southeast Asia Using Planet-NICFI and Sentinel-1 Imagery F. Yang et al. 10.34133/remotesensing.0064
- Inventorying ponds through novel size-adaptive object mapping using Sentinel-1/2 time series D. Liu et al. 10.1016/j.rse.2024.114484
- Assessing urban flooding risk in response to climate change and urbanization based on shared socio-economic pathways M. Wang et al. 10.1016/j.scitotenv.2023.163470
- An assessment of Planet satellite imagery for county-wide mapping of rice planting areas in Jiangsu Province, China with one-class classification approaches X. Zhang et al. 10.1080/01431161.2021.1964710
- Landslide Susceptibility Mapping by Fusing Convolutional Neural Networks and Vision Transformer S. Bao et al. 10.3390/s23010088
- A distributed hydrological model for semi-humid watersheds with a thick unsaturated zone under strong anthropogenic impacts: A case study in Haihe River Basin X. Chen et al. 10.1016/j.jhydrol.2023.129765
- Spatial Relationship between Land Use Patterns and Ecosystem Services Value—Case Study of Nanjing M. Lu et al. 10.3390/land11081168
- Optimization framework for eco-hydrological connectivity schemes based on graph theory and waterfront accessibility Y. Han et al. 10.1016/j.ejrh.2024.101975
- Built-up area mapping in China from GF-3 SAR imagery based on the framework of deep learning F. Wu et al. 10.1016/j.rse.2021.112515
- Toward accurate mapping of 30-m time-series global impervious surface area (GISA) X. Huang et al. 10.1016/j.jag.2022.102787
- A dataset of 16m/10-day leaf area indices of MuSyQ GF-series (2018–2020, China, Version 01) H. ZHANG et al. 10.11922/csdata.2021.0029.zh
- Calculation and Expression of the Urban Heat Island Indices Based on GeoSOT Grid J. Jiang et al. 10.3390/su14052588
- Built-Up Area Mapping for the Greater Bay Area in China from Spaceborne SAR Data Based on the PSDNet and Spatial Statistical Features W. Zhang et al. 10.3390/rs14143428
- A 10-m resolution impervious surface area map for the greater Mekong subregion from remote sensing images G. Sun et al. 10.1038/s41597-023-02518-z
- Impervious surface Mapping and its spatial–temporal evolution analysis in the Yellow River Delta over the last three decades using Google Earth Engine J. Liu et al. 10.1007/s12145-023-01010-x
- Mapping and analysis using multisource oceanic satellite data and google earth engine Y. Kang et al. 10.1051/shsconf/202214501023
- Ratio of Land Consumption Rate to Population Growth Rate in the Major Metropolitan Areas of Romania I. Holobâcă et al. 10.3390/rs14236016
- Spatial Heterogeneity of Vegetation Resilience Changes to Different Drought Types Y. Zhang et al. 10.1029/2022EF003108
- An on-demand scheme driven by the knowledge of geospatial distribution for large-scale high-resolution impervious surface mapping M. Huang et al. 10.1080/15481603.2021.1909304
- Myanmar’s Land Cover Change and Its Driving Factors during 2000–2020 Y. Wang et al. 10.3390/ijerph20032409
- Spatiotemporal Analysis and War Impact Assessment of Agricultural Land in Ukraine Using RS and GIS Technology Y. Ma et al. 10.3390/land11101810
- Environment or behavior: Which childhood nature experiences predict nature relatedness in early adulthood? C. Gong & S. Li 10.1016/j.landurbplan.2024.105176
- Consistency and Accuracy of Four High-Resolution LULC Datasets—Indochina Peninsula Case Study H. Wang et al. 10.3390/land11050758
- The Massive Expansion and Spatial Transformation of Potentially Contaminated Land Across China in 1990–2020 Observed from Remote Sensing and Big-data Y. Dou et al. 10.1007/s11769-022-1300-6
- Land Use and Land Cover Mapping in the Era of Big Data C. Zhang & X. Li 10.3390/land11101692
- High resolution heat stress over a Sahelian city: Present and future impact assessment and urban green effectiveness N. Souverijns et al. 10.1002/joc.8268
- Accelerated reduction in China's cropland fires against the background of policy enhancement C. Lian et al. 10.1016/j.eiar.2024.107512
- A global map of local climate zones to support earth system modelling and urban-scale environmental science M. Demuzere et al. 10.5194/essd-14-3835-2022
- Making the Earth Clear at Night: A High-Resolution Nighttime Light Image Deblooming Network X. Bai et al. 10.1109/TGRS.2023.3320192
- Mapping High-Resolution Global Impervious Surface Area: Status and Trends H. Ren et al. 10.1109/JSTARS.2022.3201380
- AGTOC: A novel approach to winter wheat mapping by automatic generation of training samples and one-class classification on Google Earth Engine G. Yang et al. 10.1016/j.jag.2021.102446
- GLC_FCS30: global land-cover product with fine classification system at 30 m using time-series Landsat imagery X. Zhang et al. 10.5194/essd-13-2753-2021
- Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data S. Hafner et al. 10.1016/j.rse.2022.113192
- Estimating Global Anthropogenic CO2 Gridded Emissions Using a Data-Driven Stacked Random Forest Regression Model Y. Zhang et al. 10.3390/rs14163899
- 50-Year Urban Expansion Patterns in Shanghai: Analysis Using Impervious Surface Data and Simulation Models C. Gao et al. 10.3390/land12112065
- A Reference-Free Method for the Thematic Accuracy Estimation of Global Land Cover Products Based on the Triple Collocation Approach P. Chen et al. 10.3390/rs15092255
- Global annual wetland dataset at 30 m with a fine classification system from 2000 to 2022 X. Zhang et al. 10.1038/s41597-024-03143-0
- A dataset of comprehensive background data series over the Pan-Third Pole (1980–2020) H. LI et al. 10.11922/11-6035.csd.2023.0112.en
- Mapping Population Distribution Based on XGBoost Using Multisource Data X. Zhao et al. 10.1109/JSTARS.2021.3125197
- A review of regional and Global scale Land Use/Land Cover (LULC) mapping products generated from satellite remote sensing Y. Wang et al. 10.1016/j.isprsjprs.2023.11.014
- A New Technique for Urban and Rural Settlement Boundary Extraction Based on Spectral–Topographic–Radar Polarization Features and Its Application in Xining, China X. Li et al. 10.3390/rs16061091
- Fine-resolution mapping of the circumpolar Arctic Man-made impervious areas (CAMI) using sentinels, OpenStreetMap and ArcticDEM X. Xu et al. 10.1080/20964471.2022.2025663
- Assessing the Accuracy and Consistency of Six Fine-Resolution Global Land Cover Products Using a Novel Stratified Random Sampling Validation Dataset T. Zhao et al. 10.3390/rs15092285
- A Comparison of Seven Medium Resolution Impervious Surface Products on the Qinghai–Tibet Plateau, China from a User’s Perspective K. Zheng et al. 10.3390/rs15092366
- Spatial-Temporal Land Use and Land Cover Changes in Urban Areas Using Remote Sensing Images and GIS Analysis: The Case Study of Opole, Poland B. Wiatkowska et al. 10.3390/geosciences11080312
- Analysis on Ecological Network Pattern Changes in the Pearl River Delta Forest Urban Agglomeration from 2000 to 2020 S. Wei et al. 10.3390/rs16203800
- F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE H. Farhadi et al. 10.1080/01431161.2023.2255351
- A Multifactor Weighting Method for Improved Clear View Compositing Using All Available Landsat 8 and Sentinel 2 Images in Google Earth Engine S. Meng et al. 10.34133/remotesensing.0086
- The patterns of soil nitrogen stocks and C : N stoichiometry under impervious surfaces in China Q. Ding et al. 10.5194/essd-15-4599-2023
- A global record of annual terrestrial Human Footprint dataset from 2000 to 2018 H. Mu et al. 10.1038/s41597-022-01284-8
- An commercial area extraction approach using time series nighttime light remote sensing data——Take Wuhan city as a case S. Hu et al. 10.1016/j.scs.2023.105032
- A novel automated labelling algorithm for deep learning-based built-up areas extraction using nighttime lighting data B. Gui et al. 10.1016/j.knosys.2024.112702
- Study of Land Cover Change in the City with the Fastest Economic Growth in China (Hefei) from 2000 to 2020 Based on Google Earth Engine Platform J. Geng et al. 10.3390/rs15061604
- Automated Built-Up Infrastructure Land Cover Extraction Using Index Ensembles with Machine Learning, Automated Training Data, and Red Band Texture Layers M. Maloney et al. 10.3390/rs16050868
- A Novel Approach for Predicting Anthropogenic CO2 Emissions Using Machine Learning Based on Clustering of the CO2 Concentration Z. Ji et al. 10.3390/atmos15030323
- Analysis of Surface Water Area Changes and Driving Factors in the Tumen River Basin (China and North Korea) Using Google Earth Engine (2015–2023) D. Wu et al. 10.3390/w16152185
- Mapping Global Urban Impervious Surface and Green Space Fractions Using Google Earth Engine W. Kuang et al. 10.3390/rs13204187
- Fine-resolution mapping and assessment of artificial surfaces in the northern hemisphere permafrost environments C. Liu et al. 10.1080/17538947.2024.2302579
- Mapping urban construction sites in China through geospatial data fusion: Methods and applications C. Zhang et al. 10.1016/j.rse.2024.114441
- Evaluation of the High-Resolution MuSyQ LAI Product over Heterogeneous Land Surfaces D. Li et al. 10.3390/rs15051238
- Improving land-cover-based expert matrices to quantify the dynamics of ecosystem service supply, demand, and budget: Optimization of weight distribution Y. Lyu et al. 10.1016/j.ecolind.2023.110515
- Fusion and Analysis of Land Use/Cover Datasets Based on Bayesian-Fuzzy Probability Prediction: A Case Study of the Indochina Peninsula H. Wang et al. 10.3390/rs14225786
- Finer-Resolution Mapping of Global Land Cover: Recent Developments, Consistency Analysis, and Prospects L. Liu et al. 10.34133/2021/5289697
- Spatio-Temporal Synergy between Urban Built-Up Areas and Poverty Transformation in Tibet Y. Su et al. 10.3390/su14148773
- Glacier area changes in Novaya Zemlya from 1986–89 to 2019–21 using object-based image analysis in Google Earth Engine A. Ali et al. 10.1017/jog.2023.18
- Large-Scale Impervious Surface Area Mapping and Pattern Evolution of the Yellow River Delta Using Sentinel-1/2 on the GEE J. Liu et al. 10.3390/rs15010136
- Response of Vegetation to Drought in the Source Region of the Yangtze and Yellow Rivers Based on Causal Analysis J. Lu et al. 10.3390/rs16040630
- Large-Scale Surface Water Mapping Based on Landsat and Sentinel-1 Images H. Tang et al. 10.3390/w14091454
- SALT: A multifeature ensemble learning framework for mapping urban functional zones from VGI data and VHR images H. Wu et al. 10.1016/j.compenvurbsys.2022.101921
- Soil Moisture Retrieval From Sentinel-1 and Sentinel-2 Data Using Ensemble Learning Over Vegetated Fields L. Wang & Y. Gao 10.1109/JSTARS.2023.3242264
- Urban heat in Johannesburg and Ekurhuleni, South Africa: A meter-scale assessment and vulnerability analysis N. Souverijns et al. 10.1016/j.uclim.2022.101331
- Cross-sensor domain adaptation for high spatial resolution urban land-cover mapping: From airborne to spaceborne imagery J. Wang et al. 10.1016/j.rse.2022.113058
- Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE L. Sun et al. 10.1016/j.jag.2024.103762
- Flood prevention benefits provided by Canadian natural ecosystems G. Duarte et al. 10.1016/j.ecoser.2024.101670
- Development of a global 30 m impervious surface map using multisource and multitemporal remote sensing datasets with the Google Earth Engine platform X. Zhang et al. 10.5194/essd-12-1625-2020
- GLC_FCS30: global land-cover product with fine classification system at 30 m using time-series Landsat imagery X. Zhang et al. 10.5194/essd-13-2753-2021
- Finer-Resolution Mapping of Global Land Cover: Recent Developments, Consistency Analysis, and Prospects L. Liu et al. 10.34133/2021/5289697
- Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery C. Corbane et al. 10.1007/s00521-020-05449-7
- Rural Built-Up Area Extraction from Remote Sensing Images Using Spectral Residual Methods with Embedded Deep Neural Network S. Li et al. 10.3390/su14031272
- Mapping cropland in Yunnan Province during 1990–2020 using multi-source remote sensing data with the Google Earth Engine Platform M. Wang et al. 10.1080/10106049.2024.2392848
182 citations as recorded by crossref.
- Spatial governance of Beijing-Tianjin-Hebei urban agglomeration towards low-carbon transition H. Fu et al. 10.1108/CAER-04-2022-0069
- Cropformer: A new generalized deep learning classification approach for multi-scenario crop classification H. Wang et al. 10.3389/fpls.2023.1130659
- Automatic impervious surface mapping in subtropical China via a terrain-guided gated fusion network Z. Li et al. 10.1016/j.jag.2023.103608
- Ecosystem Service Flow Perspective of Urban Green Land: Spatial Simulation and Driving Factors of Cooling Service Flow Y. Zhou et al. 10.3390/land12081527
- Changes and Regional Differences in Urban Land Areas on Both Banks of the Strait of Malacca Based on Remote Sensing F. Yang et al. 10.3390/su12229714
- Modification of Statistical Metric Biases in Large-Region and Long-Time-Series Landsat Dataset Due to Insufficient Observations L. Wang et al. 10.1109/TGRS.2023.3323319
- Extraction of Abandoned Land in Hilly Areas Based on the Spatio-Temporal Fusion of Multi-Source Remote Sensing Images S. He et al. 10.3390/rs13193956
- Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China J. Xue et al. 10.1016/j.jia.2023.06.005
- Dynamic Changes, Spatiotemporal Differences, and Ecological Effects of Impervious Surfaces in the Yellow River Basin, 1986–2020 J. Zhang et al. 10.3390/rs15010268
- Testing Accuracy of Land Cover Classification Algorithms in the Qilian Mountains Based on GEE Cloud Platform Y. Yang et al. 10.3390/rs13245064
- Balancing urbanization, agricultural production and ecological integrity: A cross-scale landscape functional and structural approach in China Y. Wang et al. 10.1016/j.landusepol.2024.107156
- A dataset of 30 m/10-day leaf chlorophyll content of MuSyQ GF-series (2019–2020, China, Version 01) J. LI et al. 10.11922/csdata.2021.0033.zh
- Mapping Forest Canopy Height at Large Scales Using ICESat-2 and Landsat: An Ecological Zoning Random Forest Approach Z. Wu & F. Shi 10.1109/TGRS.2022.3231926
- Colored-Loading Factor Optimization for Airborne KA-STAP Radar Y. Xiong et al. 10.1109/JSEN.2023.3303264
- Mapping and evaluating global urban entities (2000–2020): A novel perspective to delineate urban entities based on consistent nighttime light data K. Shi et al. 10.1080/15481603.2022.2161199
- Automated Method for Artificial Impervious Surface Area Mapping in Temperate, Tropical, and Arid Environments Using Hyperlocal Training Data With Sentinel-2 Imagery K. Lasko & F. O'Neill 10.1109/JSTARS.2023.3328301
- Long-term mapping of land use and cover changes using Landsat images on the Google Earth Engine Cloud Platform in bay area - A case study of Hangzhou Bay, China J. Liang et al. 10.1016/j.horiz.2023.100061
- Time-series land cover mapping and urban expansion analysis using OpenStreetMap data and remote sensing big data: A case study of Guangdong-Hong Kong-Macao Greater Bay Area, China Q. Ding et al. 10.1016/j.jag.2022.103001
- Assessment of Forest Ecosystem Variations in the Lancang–Mekong Region by Remote Sensing from 2010 to 2020 J. Zhao et al. 10.3390/s23229038
- Mapping the Time-Series of Essential Urban Land Use Categories in China: A Multi-Source Data Integration Approach T. Tian et al. 10.3390/rs16173125
- What is going on within google earth engine? A systematic review and meta-analysis P. Pérez-Cutillas et al. 10.1016/j.rsase.2022.100907
- Spatiotemporal Continuous Impervious Surface Mapping by Fusion of Landsat Time Series Data and Google Earth Imagery R. Chen et al. 10.3390/rs13122409
- CALC-2020: a new baseline land cover map at 10 m resolution for the circumpolar Arctic C. Liu et al. 10.5194/essd-15-133-2023
- Advancements in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges S. Liang et al. 10.1016/j.srs.2024.100152
- Spatial Downscaling of Vegetation Productivity in the Forest From Deep Learning T. Yu et al. 10.1109/ACCESS.2022.3210218
- Prediction of the joint impacts of sea level rise and land development on distribution patterns of mangrove communities S. Liang et al. 10.1016/j.fecs.2023.100100
- A Comprehensive Approach to Develop a Hydrological Model for the Simulation of All the Important Hydrological Components: The Case of the Three-River Headwater Region, China R. Mahmood & S. Jia 10.3390/w14182778
- Identification of ecological improvement zones in different ecological functional zones in northwest Hubei, China S. Shao & Y. Yang 10.1016/j.ecolind.2023.111032
- Trend of Vegetation and Environmental Factors and Their Feedback in the Karst Regions of Southwestern China K. Huang et al. 10.3390/su142315941
- How Urban Morphology Relates to the Urban Heat Island Effect: A Multi-Indicator Study B. Liu et al. 10.3390/su151410787
- Monitoring Impervious Surface Area Dynamics in Urban Areas Using Sentinel-2 Data and Improved Deeplabv3+ Model: A Case Study of Jinan City, China J. Liu et al. 10.3390/rs15081976
- Mapping 10 m global impervious surface area (GISA-10m) using multi-source geospatial data X. Huang et al. 10.5194/essd-14-3649-2022
- Improved forest cover mapping by harmonizing multiple land cover products over China S. Meng et al. 10.1080/15481603.2022.2124044
- Changes of the spatial and temporal characteristics of land-use landscape patterns using multi-temporal Landsat satellite data: A case study of Zhoushan Island, China H. Chen et al. 10.1016/j.ocecoaman.2021.105842
- Improving long-term impervious surface percentage mapping in mountainous areas based on multi-source remote sensing data X. Chen et al. 10.1080/10106049.2022.2076908
- Consistency Analysis and Accuracy Assessment of Three Global 30-m Land-Cover Products over the European Union using the LUCAS Dataset Y. Gao et al. 10.3390/rs12213479
- NPP Variability Associated with Natural and Anthropogenic Factors in the Tropic of Cancer Transect, China Y. Wu & Z. Wu 10.3390/rs15041091
- Mapping irrigated croplands in China using a synergetic training sample generating method, machine learning classifier, and Google Earth Engine C. Zhang et al. 10.1016/j.jag.2022.102888
- The Different Impacts of Climate Variability and Human Activities on NPP in the Guangdong–Hong Kong–Macao Greater Bay Area Y. Wu et al. 10.3390/rs14122929
- A dataset of built-up areas of Chinese cities in 2020 J. SUN et al. 10.11922/11-6035.csd.2021.0087.zh
- Weekly rhythms of urban heat islands: A multicity perspective H. Du et al. 10.1016/j.scs.2024.105385
- Assessing the Impact of Urban Morphologies on Waterlogging Risk Using a Spatial Weight Naive Bayes Model and Local Climate Zones Classification B. Zou et al. 10.3390/w16172464
- Monitoring Annual Land Use/Land Cover Change in the Tucson Metropolitan Area with Google Earth Engine (1986–2020) F. Dubertret et al. 10.3390/rs14092127
- Scale dependence of forest fragmentation and its climate sensitivity in a semi-arid mountain: Comparing Landsat, Sentinel and Google Earth data Y. Xie et al. 10.1016/j.geosus.2023.11.008
- Evaluation of the vulnerability of Huanghe estuary coastal wetlands to marine oil spill stress X. Zhang et al. 10.3389/fmars.2024.1481868
- Assessing Multi-Temporal Global Urban Land-Cover Products Using Spatio-Temporal Stratified Sampling Y. Gong et al. 10.3390/ijgi11080451
- Evolution Simulation and Risk Analysis of Land Use Functions and Structures in Ecologically Fragile Watersheds Y. Wang et al. 10.3390/rs14215521
- Novel Index for Hydrological Drought Monitoring Using Remote Sensing Approach: Standardized Water Surface Index (SWSI) N. Alahacoon & M. Edirisinghe 10.3390/rs14215324
- Trends analysis of Evapotranspiration and responses to soil moisture and wind speed over the Taklimakan Desert, China J. Lang et al. 10.1080/15324982.2024.2393337
- Spatiotemporal Analysis of Urban Expansion in the Mountainous Hindu Kush Himalayas Region Z. Chao et al. 10.3390/land12030576
- Effect of Urban Built-Up Area Expansion on the Urban Heat Islands in Different Seasons in 34 Metropolitan Regions across China W. Han et al. 10.3390/rs15010248
- Temporal and Spatial Evolution Characteristics and Its Driving Mechanism of Land Use/Land Cover Change in Laos from 2000 to 2020 Y. Zhang et al. 10.3390/land11081188
- Urban agglomeration waterlogging hazard exposure assessment based on an integrated Naive Bayes classifier and complex network analysis M. Wang et al. 10.1007/s11069-023-06118-3
- Improving Urban Impervious Surfaces Mapping through Integrating Statistical Methods and Spectral Mixture Analysis W. Li 10.3390/rs13132474
- Temporal—Spatial Changes in Vegetation Coverage under Climate Change and Human Activities: A Case Study of Central Yunnan Urban Agglomeration, China Y. Li et al. 10.3390/su16020661
- Anthropogenic Land Use and Land Cover Changes—A Review on Its Environmental Consequences and Climate Change P. Roy et al. 10.1007/s12524-022-01569-w
- A Novel Impervious Surface Extraction Method Integrating POI, Vehicle Trajectories, and Satellite Imagery Y. Wan et al. 10.1109/JSTARS.2021.3103785
- Smallholder Crop Type Mapping and Rotation Monitoring in Mountainous Areas with Sentinel-1/2 Imagery T. Ren et al. 10.3390/rs14030566
- Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions T. Xu et al. 10.3390/rs14153786
- An integrated GEE and machine learning framework for detecting ecological stability under land use/land cover changes A. Amindin et al. 10.1016/j.gecco.2024.e03010
- Global 10-m impervious surface area mapping: A big earth data based extraction and updating approach Z. Sun et al. 10.1016/j.jag.2022.102800
- Slope characteristics of urban construction land and its correlation with ground slope in China J. Duan et al. 10.1515/geo-2022-0439
- Fast Unsupervised Multi-Scale Characterization of Urban Landscapes Based on Earth Observation Data C. Teillet et al. 10.3390/rs13122398
- Urban Flooding Risk Assessment in the Rural-Urban Fringe Based on a Bayesian Classifier M. Wang et al. 10.3390/su15075740
- Simulating the hydrological impacts of intensive soil and water conservation measures in the Yellow River basin using a distributed physically-based model Z. Yan et al. 10.1016/j.jhydrol.2023.129936
- Mapping impervious surface area increase and urban pluvial flooding using Sentinel Application Platform (SNAP) and remote sensing data M. Ahmad et al. 10.1007/s11356-023-30990-y
- A 30 m resolution dataset of China's urban impervious surface area and green space, 2000–2018 W. Kuang et al. 10.5194/essd-13-63-2021
- A geospatial image based eye movement dataset for cartography and GIS B. He et al. 10.1080/15230406.2022.2153172
- 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. 10.5194/essd-15-265-2023
- Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels I. Mirpulatov et al. 10.1109/ACCESS.2023.3300967
- PRISI: A novel piecewise radar impervious surface index for urban monitoring using Sentinel-1 data Y. Ding et al. 10.1016/j.jag.2022.103033
- Automated Mapping of Global 30-m Tidal Flats Using Time-Series Landsat Imagery: Algorithm and Products X. Zhang et al. 10.34133/remotesensing.0091
- Understanding urban expansion and shrinkage via green plastic cover mapping based on GEE cloud platform: A case study of Shandong, China J. Liu et al. 10.1016/j.jag.2024.103749
- An Impervious Surface Spectral Index on Multispectral Imagery Using Visible and Near-Infrared Bands S. Su et al. 10.3390/rs14143391
- Integrating Land-Cover Products Based on Ontologies and Local Accuracy L. Zhu et al. 10.3390/info12060236
- 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. 10.5194/essd-16-1353-2024
- Consistent, accurate, high resolution, long time-series mapping of built-up land in the North China Plain J. Wang et al. 10.1080/15481603.2021.1948275
- Long-term water clarity patterns of lakes across China using Landsat series imagery from 1985 to 2020 X. Chen et al. 10.5194/hess-26-3517-2022
- Responses of Heat Stress to Temperature and Humidity Changes Due to Anthropogenic Heating and Urban Expansion in South and North China S. Yang et al. 10.3389/feart.2021.673943
- Remote Sensing and GIS for Environmental Analysis and Cultural Heritage T. Noszczyk & P. Gawronek 10.3390/rs12233960
- The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019 J. Yang & X. Huang 10.5194/essd-13-3907-2021
- Mapping essential urban land use categories (EULUC) using geospatial big data: Progress, challenges, and opportunities B. Chen et al. 10.1080/20964471.2021.1939243
- Driving mechanisms of urbanization: Evidence from geographical, climatic, social-economic and nighttime light data S. Huang et al. 10.1016/j.ecolind.2023.110046
- Identifying discrepant regions in urban mapping from historical and projected global urban extents H. Mu et al. 10.1080/27669645.2022.2104990
- Progress of nighttime light applications within the google earth engine cloud platform Z. Mncube & S. Xulu 10.1080/10106049.2022.2120550
- Spatiotemporal Variations of Vegetation and Its Response to Climate Change and Human Activities in Arid Areas—A Case Study of the Shule River Basin, Northwestern China X. He et al. 10.3390/f15071147
- Water-carbon-sediment synergies and trade-offs: Multi-faceted impacts of large-scale ecological restoration in the Middle Yellow River Basin Z. Yan et al. 10.1016/j.jhydrol.2024.131099
- Mapping hierarchical urban boundaries for global urban settlements Z. Xu et al. 10.1016/j.jag.2021.102480
- Evaluating the Spatial-Temporal Dynamics of Urbanization in Prefecture Cities of China Using SNPP-VIIRS Nighttime Light Remote Sensing Data N. Withanage & S. Jingwei 10.54287/gujsa.1466745
- Open and Consistent Geospatial Data on Population Density, Built-Up and Settlements to Analyse Human Presence, Societal Impact and Sustainability: A Review of GHSL Applications D. Ehrlich et al. 10.3390/su13147851
- Spatial and Temporal Changes and Influencing Factors of Capital Cities in Five Provinces of the Underdeveloped Regions of Northwest China Y. Feng et al. 10.3390/ijgi13060215
- Spatiotemporal Dynamics of Net Primary Productivity in China’s Urban Lands during 1982–2015 H. Zhang et al. 10.3390/rs13030400
- Comprehensive assessment of potential forestation land in China considering factors of vegetation resilience and top vegetation succession Z. Zhang et al. 10.1016/j.ecolind.2024.112476
- A Transformation in City-Descriptive Input Data for Urban Climate Models M. Lipson et al. 10.3389/fenvs.2022.866398
- Expansion of Urban Impervious Surfaces in Lahore (1993–2022) Based on Gee and Remote Sensing Data Z. Shao et al. 10.14358/PERS.23-00001R2
- GISD30: global 30 m impervious-surface dynamic dataset from 1985 to 2020 using time-series Landsat imagery on the Google Earth Engine platform X. Zhang et al. 10.5194/essd-14-1831-2022
- Application of Transformer Models to Landslide Susceptibility Mapping S. Bao et al. 10.3390/s22239104
- Urban Land Conversion Reduces Soil Organic Carbon Density Under Impervious Surfaces Q. Ding et al. 10.1029/2021GB007293
- Identification of cropland in Tibetan Plateau based on time series remote sensing features X. Du et al. 10.1080/10106049.2024.2375583
- Two decades of nighttime surface urban heat island intensity analysis over nine major populated cities of India and implications for heat stress M. Jain 10.3389/frsc.2023.1084573
- Examining the Roles of Spectral, Spatial, and Topographic Features in Improving Land-Cover and Forest Classifications in a Subtropical Region X. Yu et al. 10.3390/rs12182907
- Extracting and Evaluating Urban Entities in China from 2000 to 2020 Based on SNPP-VIIRS-like Data N. Withanage et al. 10.3390/rs15184632
- Urban Climate Informatics: An Emerging Research Field A. Middel et al. 10.3389/fenvs.2022.867434
- The 30 m vegetation maps from 1990 to 2020 in the Tibetan Plateau F. Wu et al. 10.1038/s41597-024-03649-7
- Identifying core driving factors of urban land use change from global land cover products and POI data using the random forest method H. Wu et al. 10.1016/j.jag.2021.102475
- Automatically Monitoring Impervious Surfaces Using Spectral Generalization and Time Series Landsat Imagery from 1985 to 2020 in the Yangtze River Delta X. Zhang et al. 10.34133/2021/9873816
- Forest Burned Area Detection Using a Novel Spectral Index Based on Multi-Objective Optimization B. Wu et al. 10.3390/f13111787
- Soil moisture plays an increasingly important role in constraining vegetation productivity in China over the past two decades G. Qi et al. 10.1016/j.agrformet.2024.110193
- Improved Fine-Scale Tropical Forest Cover Mapping for Southeast Asia Using Planet-NICFI and Sentinel-1 Imagery F. Yang et al. 10.34133/remotesensing.0064
- Inventorying ponds through novel size-adaptive object mapping using Sentinel-1/2 time series D. Liu et al. 10.1016/j.rse.2024.114484
- Assessing urban flooding risk in response to climate change and urbanization based on shared socio-economic pathways M. Wang et al. 10.1016/j.scitotenv.2023.163470
- An assessment of Planet satellite imagery for county-wide mapping of rice planting areas in Jiangsu Province, China with one-class classification approaches X. Zhang et al. 10.1080/01431161.2021.1964710
- Landslide Susceptibility Mapping by Fusing Convolutional Neural Networks and Vision Transformer S. Bao et al. 10.3390/s23010088
- A distributed hydrological model for semi-humid watersheds with a thick unsaturated zone under strong anthropogenic impacts: A case study in Haihe River Basin X. Chen et al. 10.1016/j.jhydrol.2023.129765
- Spatial Relationship between Land Use Patterns and Ecosystem Services Value—Case Study of Nanjing M. Lu et al. 10.3390/land11081168
- Optimization framework for eco-hydrological connectivity schemes based on graph theory and waterfront accessibility Y. Han et al. 10.1016/j.ejrh.2024.101975
- Built-up area mapping in China from GF-3 SAR imagery based on the framework of deep learning F. Wu et al. 10.1016/j.rse.2021.112515
- Toward accurate mapping of 30-m time-series global impervious surface area (GISA) X. Huang et al. 10.1016/j.jag.2022.102787
- A dataset of 16m/10-day leaf area indices of MuSyQ GF-series (2018–2020, China, Version 01) H. ZHANG et al. 10.11922/csdata.2021.0029.zh
- Calculation and Expression of the Urban Heat Island Indices Based on GeoSOT Grid J. Jiang et al. 10.3390/su14052588
- Built-Up Area Mapping for the Greater Bay Area in China from Spaceborne SAR Data Based on the PSDNet and Spatial Statistical Features W. Zhang et al. 10.3390/rs14143428
- A 10-m resolution impervious surface area map for the greater Mekong subregion from remote sensing images G. Sun et al. 10.1038/s41597-023-02518-z
- Impervious surface Mapping and its spatial–temporal evolution analysis in the Yellow River Delta over the last three decades using Google Earth Engine J. Liu et al. 10.1007/s12145-023-01010-x
- Mapping and analysis using multisource oceanic satellite data and google earth engine Y. Kang et al. 10.1051/shsconf/202214501023
- Ratio of Land Consumption Rate to Population Growth Rate in the Major Metropolitan Areas of Romania I. Holobâcă et al. 10.3390/rs14236016
- Spatial Heterogeneity of Vegetation Resilience Changes to Different Drought Types Y. Zhang et al. 10.1029/2022EF003108
- An on-demand scheme driven by the knowledge of geospatial distribution for large-scale high-resolution impervious surface mapping M. Huang et al. 10.1080/15481603.2021.1909304
- Myanmar’s Land Cover Change and Its Driving Factors during 2000–2020 Y. Wang et al. 10.3390/ijerph20032409
- Spatiotemporal Analysis and War Impact Assessment of Agricultural Land in Ukraine Using RS and GIS Technology Y. Ma et al. 10.3390/land11101810
- Environment or behavior: Which childhood nature experiences predict nature relatedness in early adulthood? C. Gong & S. Li 10.1016/j.landurbplan.2024.105176
- Consistency and Accuracy of Four High-Resolution LULC Datasets—Indochina Peninsula Case Study H. Wang et al. 10.3390/land11050758
- The Massive Expansion and Spatial Transformation of Potentially Contaminated Land Across China in 1990–2020 Observed from Remote Sensing and Big-data Y. Dou et al. 10.1007/s11769-022-1300-6
- Land Use and Land Cover Mapping in the Era of Big Data C. Zhang & X. Li 10.3390/land11101692
- High resolution heat stress over a Sahelian city: Present and future impact assessment and urban green effectiveness N. Souverijns et al. 10.1002/joc.8268
- Accelerated reduction in China's cropland fires against the background of policy enhancement C. Lian et al. 10.1016/j.eiar.2024.107512
- A global map of local climate zones to support earth system modelling and urban-scale environmental science M. Demuzere et al. 10.5194/essd-14-3835-2022
- Making the Earth Clear at Night: A High-Resolution Nighttime Light Image Deblooming Network X. Bai et al. 10.1109/TGRS.2023.3320192
- Mapping High-Resolution Global Impervious Surface Area: Status and Trends H. Ren et al. 10.1109/JSTARS.2022.3201380
- AGTOC: A novel approach to winter wheat mapping by automatic generation of training samples and one-class classification on Google Earth Engine G. Yang et al. 10.1016/j.jag.2021.102446
- GLC_FCS30: global land-cover product with fine classification system at 30 m using time-series Landsat imagery X. Zhang et al. 10.5194/essd-13-2753-2021
- Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data S. Hafner et al. 10.1016/j.rse.2022.113192
- Estimating Global Anthropogenic CO2 Gridded Emissions Using a Data-Driven Stacked Random Forest Regression Model Y. Zhang et al. 10.3390/rs14163899
- 50-Year Urban Expansion Patterns in Shanghai: Analysis Using Impervious Surface Data and Simulation Models C. Gao et al. 10.3390/land12112065
- A Reference-Free Method for the Thematic Accuracy Estimation of Global Land Cover Products Based on the Triple Collocation Approach P. Chen et al. 10.3390/rs15092255
- Global annual wetland dataset at 30 m with a fine classification system from 2000 to 2022 X. Zhang et al. 10.1038/s41597-024-03143-0
- A dataset of comprehensive background data series over the Pan-Third Pole (1980–2020) H. LI et al. 10.11922/11-6035.csd.2023.0112.en
- Mapping Population Distribution Based on XGBoost Using Multisource Data X. Zhao et al. 10.1109/JSTARS.2021.3125197
- A review of regional and Global scale Land Use/Land Cover (LULC) mapping products generated from satellite remote sensing Y. Wang et al. 10.1016/j.isprsjprs.2023.11.014
- A New Technique for Urban and Rural Settlement Boundary Extraction Based on Spectral–Topographic–Radar Polarization Features and Its Application in Xining, China X. Li et al. 10.3390/rs16061091
- Fine-resolution mapping of the circumpolar Arctic Man-made impervious areas (CAMI) using sentinels, OpenStreetMap and ArcticDEM X. Xu et al. 10.1080/20964471.2022.2025663
- Assessing the Accuracy and Consistency of Six Fine-Resolution Global Land Cover Products Using a Novel Stratified Random Sampling Validation Dataset T. Zhao et al. 10.3390/rs15092285
- A Comparison of Seven Medium Resolution Impervious Surface Products on the Qinghai–Tibet Plateau, China from a User’s Perspective K. Zheng et al. 10.3390/rs15092366
- Spatial-Temporal Land Use and Land Cover Changes in Urban Areas Using Remote Sensing Images and GIS Analysis: The Case Study of Opole, Poland B. Wiatkowska et al. 10.3390/geosciences11080312
- Analysis on Ecological Network Pattern Changes in the Pearl River Delta Forest Urban Agglomeration from 2000 to 2020 S. Wei et al. 10.3390/rs16203800
- F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE H. Farhadi et al. 10.1080/01431161.2023.2255351
- A Multifactor Weighting Method for Improved Clear View Compositing Using All Available Landsat 8 and Sentinel 2 Images in Google Earth Engine S. Meng et al. 10.34133/remotesensing.0086
- The patterns of soil nitrogen stocks and C : N stoichiometry under impervious surfaces in China Q. Ding et al. 10.5194/essd-15-4599-2023
- A global record of annual terrestrial Human Footprint dataset from 2000 to 2018 H. Mu et al. 10.1038/s41597-022-01284-8
- An commercial area extraction approach using time series nighttime light remote sensing data——Take Wuhan city as a case S. Hu et al. 10.1016/j.scs.2023.105032
- A novel automated labelling algorithm for deep learning-based built-up areas extraction using nighttime lighting data B. Gui et al. 10.1016/j.knosys.2024.112702
- Study of Land Cover Change in the City with the Fastest Economic Growth in China (Hefei) from 2000 to 2020 Based on Google Earth Engine Platform J. Geng et al. 10.3390/rs15061604
- Automated Built-Up Infrastructure Land Cover Extraction Using Index Ensembles with Machine Learning, Automated Training Data, and Red Band Texture Layers M. Maloney et al. 10.3390/rs16050868
- A Novel Approach for Predicting Anthropogenic CO2 Emissions Using Machine Learning Based on Clustering of the CO2 Concentration Z. Ji et al. 10.3390/atmos15030323
- Analysis of Surface Water Area Changes and Driving Factors in the Tumen River Basin (China and North Korea) Using Google Earth Engine (2015–2023) D. Wu et al. 10.3390/w16152185
- Mapping Global Urban Impervious Surface and Green Space Fractions Using Google Earth Engine W. Kuang et al. 10.3390/rs13204187
- Fine-resolution mapping and assessment of artificial surfaces in the northern hemisphere permafrost environments C. Liu et al. 10.1080/17538947.2024.2302579
- Mapping urban construction sites in China through geospatial data fusion: Methods and applications C. Zhang et al. 10.1016/j.rse.2024.114441
- Evaluation of the High-Resolution MuSyQ LAI Product over Heterogeneous Land Surfaces D. Li et al. 10.3390/rs15051238
- Improving land-cover-based expert matrices to quantify the dynamics of ecosystem service supply, demand, and budget: Optimization of weight distribution Y. Lyu et al. 10.1016/j.ecolind.2023.110515
- Fusion and Analysis of Land Use/Cover Datasets Based on Bayesian-Fuzzy Probability Prediction: A Case Study of the Indochina Peninsula H. Wang et al. 10.3390/rs14225786
- Finer-Resolution Mapping of Global Land Cover: Recent Developments, Consistency Analysis, and Prospects L. Liu et al. 10.34133/2021/5289697
- Spatio-Temporal Synergy between Urban Built-Up Areas and Poverty Transformation in Tibet Y. Su et al. 10.3390/su14148773
- Glacier area changes in Novaya Zemlya from 1986–89 to 2019–21 using object-based image analysis in Google Earth Engine A. Ali et al. 10.1017/jog.2023.18
- Large-Scale Impervious Surface Area Mapping and Pattern Evolution of the Yellow River Delta Using Sentinel-1/2 on the GEE J. Liu et al. 10.3390/rs15010136
- Response of Vegetation to Drought in the Source Region of the Yangtze and Yellow Rivers Based on Causal Analysis J. Lu et al. 10.3390/rs16040630
- Large-Scale Surface Water Mapping Based on Landsat and Sentinel-1 Images H. Tang et al. 10.3390/w14091454
- SALT: A multifeature ensemble learning framework for mapping urban functional zones from VGI data and VHR images H. Wu et al. 10.1016/j.compenvurbsys.2022.101921
- Soil Moisture Retrieval From Sentinel-1 and Sentinel-2 Data Using Ensemble Learning Over Vegetated Fields L. Wang & Y. Gao 10.1109/JSTARS.2023.3242264
- Urban heat in Johannesburg and Ekurhuleni, South Africa: A meter-scale assessment and vulnerability analysis N. Souverijns et al. 10.1016/j.uclim.2022.101331
- Cross-sensor domain adaptation for high spatial resolution urban land-cover mapping: From airborne to spaceborne imagery J. Wang et al. 10.1016/j.rse.2022.113058
- Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE L. Sun et al. 10.1016/j.jag.2024.103762
- Flood prevention benefits provided by Canadian natural ecosystems G. Duarte et al. 10.1016/j.ecoser.2024.101670
6 citations as recorded by crossref.
- Development of a global 30 m impervious surface map using multisource and multitemporal remote sensing datasets with the Google Earth Engine platform X. Zhang et al. 10.5194/essd-12-1625-2020
- GLC_FCS30: global land-cover product with fine classification system at 30 m using time-series Landsat imagery X. Zhang et al. 10.5194/essd-13-2753-2021
- Finer-Resolution Mapping of Global Land Cover: Recent Developments, Consistency Analysis, and Prospects L. Liu et al. 10.34133/2021/5289697
- Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery C. Corbane et al. 10.1007/s00521-020-05449-7
- Rural Built-Up Area Extraction from Remote Sensing Images Using Spectral Residual Methods with Embedded Deep Neural Network S. Li et al. 10.3390/su14031272
- Mapping cropland in Yunnan Province during 1990–2020 using multi-source remote sensing data with the Google Earth Engine Platform M. Wang et al. 10.1080/10106049.2024.2392848
Latest update: 19 Nov 2024
Short summary
The amount of impervious surface is an important indicator in the monitoring of the intensity of human activity and environmental change. In this study, a global 30 m impervious surface map was developed by using multisource, multitemporal remote sensing data based on the Google Earth Engine platform. The accuracy assessment indicated that the generated map had more optimal measurement accuracy compared with other state-of-art impervious surface products.
The amount of impervious surface is an important indicator in the monitoring of the intensity of...
Altmetrics
Final-revised paper
Preprint