Articles | Volume 13, issue 8
https://doi.org/10.5194/essd-13-3907-2021
© Author(s) 2021. 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-13-3907-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019
Jie Yang
School of Remote Sensing and Information Engineering, Wuhan
University, Wuhan, 430079, China
Xin Huang
CORRESPONDING AUTHOR
School of Remote Sensing and Information Engineering, Wuhan
University, Wuhan, 430079, China
State Key Laboratory of Information Engineering in Surveying, Mapping
and Remote Sensing, Wuhan University, Wuhan, 430079, China
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- Validation and refinement of cropland map in southwestern China by harnessing ten contemporary datasets Y. Cui et al.
- Integrating ecological resilience into forest conservation planning to inform spatiotemporal prioritization C. Tan et al.
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- The challenge of chilling injury amid shifting maize planting boundaries: A case study of Northeast China S. Guga et al.
- The spatial–temporal variability of methane emissions in a montane headstream: implication of precipitation, morphology and microhabitat H. Chen et al.
- Dual-coupling of carbon effects: Linking emission-absorption patterns to land use intensity and economic contribution in urban agglomerations X. Zhang et al.
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- Assessing the Impact of the G331 Highway on Three Types of Wildlife Groups’ Habitat and Connectivity in Changbai Mountain Using a Multi-Model Framework M. Zhuge et al.
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- Assessing the Impact of Agricultural Land Consolidation on Ecological Environment Quality in Arid Areas Based on an Improved Water Benefit-Based Ecological Index L. Shen et al.
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- A Novel Approach for Wetland Type Classification in China’s Coastal Areas Using Landsat Time Series J. Zhao et al.
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- Thresholds of ecosystem service trade-offs and synergies at different spatio-temporal scales in hilly region of Southern China Z. Tang et al.
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- The role of land use landscape patterns in the carbon emission reduction: Empirical evidence from China Z. Tang et al.
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- The biophysical effects of phenological shifts impact land surface temperature for corn expansion in Northeastern China Y. Ma et al.
- Annual variation in sediment connectivity in karst watersheds of southwest China S. Cheng et al.
- Irrigation‐Induced Crop Growth Enhances Irrigation Cooling Effect Over the North China Plain by Increasing Transpiration G. Liu & W. Wang
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- Assessment on the evolution of river structure characteristics and hydrological connectivity in Lake Poyang Basin based on index of connectivity (<i>IC</i>) during the past 30 years Z. Bingru et al.
- Monitoring of human activities around the Asian elephant reserve based on NPP-VIIRS night light remote sensing images: A case study in Xishuangbanna, China F. Zhao et al.
- The carbon budget of China: 1980–2021 X. Xia et al.
- Contrasting boundary-layer energy budgets during daytime, nighttime, and compound heatwaves in eastern China Z. Duan et al.
- Characteristics and reduction assessment of GHG emissions from crop residue open burning in China under the targets of carbon peak and carbon neutrality B. Wu et al.
- Linkage between nitrogen loss, river transport, lake accumulation and water quality properties in plain river network basin Z. Zhao et al.
- Carbon effects of land use transitions: a process-mechanism-future perspective H. Hua et al.
- How Reclamation Policy Shapes China’s Coastal Wetland Ecosystem Services Y. Zhuo et al.
- Urbanization effects on heat waves characterized by high topographic relief in a typical mountainous urban region C. Lei et al.
- Cropland use intensity, stability, and crop transition dynamics in the Songhua River Basin (2000–2024): Implications for sustainable land use and food security L. Gan et al.
- Characteristics of Wild Boar-Damaged Farmland and Assessment of Effectiveness of Prevention Measures in Northeast China N. Zhang et al.
- The Influence of Urbanization Process on Urban Meteorological Elements in Sichuan City Group 昕. 李
- Assessing the impact of human activities on ecosystem asset dynamics in the Yellow River Basin from 2001 to 2020 L. Ming et al.
- Operational continental-scale land cover mapping of Australia using the Open Data Cube C. Owers et al.
- Historical Changes and Multi-scenario Prediction of Land Use and Terrestrial Ecosystem Carbon Storage in China Y. An et al.
- High-resolution vegetation mapping in Inner Mongolia based on Sentinel-2 imagery and Random Forest Y. Ma et al.
- Seasonal variation in phytoplankton community assembly in hydrologically isolated urban lakes Q. Dai et al.
- Satellite images reveal soil color changes in typical black soil region of China: brighter, redder, and yellower X. Wang et al.
- Remote sensing of diverse urban environments: From the single city to multiple cities G. Chen et al.
- From Conservation to Development: A Study of Land Use and Ecological Changes to Vegetation Around the Hainan Tropical Rainforest National Park H. Xia et al.
- Assessing green total factor productivity considering spatial scale effects and technological gaps: A meta-frontier analysis of urban agglomerations in China Y. Yan & C. Bao
- Balancing Flood Control and Economic Development in Flood Detention Areas of the Yangtze River Basin S. Liao et al.
- Monitoring the impact of forest changes on carbon uptake with solar-induced fluorescence measurements from GOME-2A and TROPOMI for an Australian and Chinese case study J. Anema et al.
- Understanding the key factors and future trends of ecosystem service value to support the decision management in the cluster cities around the Yellow River floodplain area H. Zhao et al.
- Releasing the compound potential of abandoned cropland through recultivation, afforestation, and photovoltaic solutions T. Liu et al.
- Improved Monthly Frequency Method Based on Copula Functions for Studying Ecological Flow in the Hailang River Basin, Northeast China Z. Wang et al.
- Quantifying the Spatial Heterogeneity Relations Between Thermal Environment Effects and Influencing Factors Based on Geodetector in Central City of Chengdu Y. Wang et al.
- Coupling models to assess impacts of land and carbon changes on sustainable ecological safety networks of Gui’an New Area, China Y. Wu et al.
- Coupling video vision transformer (ViVit) into land change simulation: a comparison with three-dimensional convolutional neural network (3DCNN) H. Li et al.
- Utility of the standardized precipitation evapotranspiration index (SPEI) to detect agricultural droughts over China Y. Lu et al.
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- Evaluation of Resource and Environmental Carrying Capacity at Provincial Level in China Using a Pressure–Support–Adjustment Ternary System Y. Peng et al.
- Geological hazards susceptibility evaluation based on multi‐year spatial–temporal evolution of assessment factors in Luding area, Sichuan Province, China Y. Qu & X. Jin
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- The Evolution and Driving Mechanisms of the Blue-Green Space Publicness Pattern in Changsha, China C. Zhang et al.
- The modulation of synoptic weather patterns and human activities on the diurnal cycle of the summertime canopy urban heat island in the Yangtze River Delta Urban Agglomeration, China T. Shi et al.
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- A knowledge-enhanced framework for urban waterlogging prediction based on informed similarity transfer and hybrid spatio-temporal model D. Meng et al.
- Global forest dataset incongruence creates high uncertainties for conservation, climate, and development policy S. Castle et al.
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- Reducing Forest Fragmentation in Yunnan Province Dominated by Afforestation Projects Y. Ma et al.
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- Mapping the Spatiotemporal Dynamics of Cropland Abandonment and Recultivation across the Yangtze River Basin Y. Long et al.
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- Allocating payments for ecosystem services under future multiple scenarios in the Yellow River Basin, China Y. Liu et al.
- Factors controlling distribution of mountainous gullies at the regional scale: An example of the Yuanmou dry-hot valley (SW China) H. Yang et al.
- Advancing sustainable mining Practices: A dynamic ecological security and risk warning framework for ion-absorbed rare earth mine J. Zhang et al.
- Evaluating the ecological vulnerability of Chongqing using deep learning J. Wu et al.
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- Explainable machine learning identifies anthropogenic activity as a key driver of forest fire severity in China's temperate monsoon region S. Cui et al.
- Continuous Detection of Surface-Mining Footprint in Copper Mine Using Google Earth Engine M. Zhang et al.
- Regulating effects and impact mechanisms of ecosystem regulating services on air quality: Evidence from the Yangtze River Economic Belt, China Q. Luo et al.
- High-resolution mapping of China’s flooded croplands J. Qiu et al.
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- Pollution load estimation and influencing factor analysis in the Tuhai River Basin in Shandong Province of China based on improved output coefficient method X. Wang et al.
- Urban low-carbon governance zoning coupled with urban attributes and spatial networks: Theoretical framework and practical path X. Feng et al.
- Coordinating red line policies with water consumption caps in China’s drylands B. Wu et al.
- Earth observation reveals the shifting patterns of China's lake colour driven by climate change and land cover H. Ying et al.
- Study on coupling coordination degree of urbanization and ecological environment in Chengdu-Chongqing economic circle from 2002 to 2018 S. Wang et al.
- Monitoring the evolution process of karst desertification and quantifying its drivers in the karst area of Southwest China W. Liu et al.
- Assessment of ecosystem stability in the agro-pastoral transitional zone for local sustainable management: A case study in Duolun County, northern China L. Dai et al.
- Annual 30 m land cover dataset on the Tibetan Plateau from 1990 to 2023 S. Li et al.
- Reshaping spatial–temporal pattern of suspended sediment concentration in the Yangtze River mainstem by damming reservoirs based on nearly 40 years Landsat observations F. Chen et al.
- Lifespan and dormancy type affect post-fire seed germination strategies: evidence from a multispecies experiment in a temperate grassland S. Li et al.
- Incorporating Future Ecosystem Services to Assess the Progress of Sustainable Development Goals in Southern Jiangsu, China H. Pan et al.
- Coastal Ecosystem Services in Urbanizing Deltas: Spatial Heterogeneity, Interactions and Driving Mechanism for China’s Greater Bay Area Z. Wang et al.
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- Significant Differences in the Effects of Pine Wilt Disease Invasion on Plant Diversity in Natural and Planted Forests Z. Zhang et al.
- Variations in Phytoplankton Blooms in the Yangtze River Estuary and Its Adjacent Waters Induced by Climate and Human Activities Y. Luo et al.
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- Spatial–temporal distribution of farmland occupation and compensation and its impact on ecological service value in China from 1990 to 2021 Y. Li et al.
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- Integrating google earth engine and random forest for land use and land cover change detection and analysis in the upper Tekeze Basin A. Ewunetu & G. Abebe
- Quantifying the Impact of Fertilizer-Induced Reactive Nitrogen Emissions on Surface Ozone Formation in China: Insights from FEST-C* and CMAQ Simulations M. Zhang et al.
- Substantial Reduction in Vegetation Photosynthesis Capacity during Compound Droughts in the Three-River Headwaters Region, China J. Miao et al.
- Driving Factors for Vegetation NDVI Changes in a Cold Temperate Zone: Climate, Topography, and Land Use D. Zhao et al.
- 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.
- The Relationship Between Carbon Emissions and Ecosystem Services in Guangdong Province, China: The Perspective of Ecological Function Zones Y. Lang et al.
- A Spatiotemporal Enhanced SMAP Freeze/Thaw Product (1980–2020) over China and Its Preliminary Analyses H. Cui et al.
- Floodplain lakes: Linking hydrology to ecology and conservation F. Xue et al.
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- A framework integrating affinity propagation algorithm and spatial bivariate analysis for enhanced identification and localisation of soil heavy metals pollution sources F. Zhang et al.
- Land Surface Emissivity Retrieval From Landsat 9 Data in Combination With Land Cover Data and Spectral Library Q. Zhang et al.
- Improved forest cover mapping by harmonizing multiple land cover products over China S. Meng et al.
- Impacts of Future Land Use Change on Ecosystem Service Trade-Offs and Synergies in Water-Abundant Cities: A Case Study of Wuhan, China D. Nan & S. Fang
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- Evaluation of MERRA-2 land surface temperature dataset and its application in permafrost mapping over China A. Wen et al.
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- Regularity of rural settlement changes driven by rapid urbanization in North China over the three decades Y. Liu et al.
- Influence of surface coal mining on carbon storage in semi-arid steppe Z. Wu & Q. Yu
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- Temporal and Spatial Characteristics of Soil Salinization and Its Impact on Cultivated Land Productivity in the BOHAI Rim Region Y. Song et al.
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- Over half of existing dams in the Tarim River Basin should be removed under changing environment Y. Chen et al.
- Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020 K. Cheng et al.
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- Impacts of Land Use Changes on Landscape Patterns and Ecosystem Service Values in Counties (Villages) in Ethnic Regions of China: A Case Study of Jianghua Yao Autonomous County, Hunan Province S. Shen et al.
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- Sustainable development of urban agglomerations around lakes in China: Achieving SDGs by regulating Ecosystem Service Supply and Demand through New-type Urbanization T. Li et al.
- Divergent responses of soil organic carbon stocks in different layers to global changes on the Tibetan Plateau X. Zhang et al.
- Observational evidence for dynamic effect of cropland form on ozone in China Z. Xiao et al.
- Geo-Mamba: A data-driven Mamba framework for spatiotemporal modeling with multi-source geographic factor integration Z. Shi et al.
- Evolution Process and Land Use/Land Cover Response of Urban–Rural Space in Wuhan under Polycentric Structure J. Yan & J. Ye
- Riding under heat extremes: Exploring thermal and environmental interactions on bike-sharing H. Li et al.
- Human-caused increases in organic carbon burial in plateau lakes: The response to warming effect J. Yin et al.
- Achieving urban vibrancy through effective city planning: A spatial and temporal perspective Z. Chen & B. Huang
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- Spatiotemporal Evolution and Multi-Scale Driving Mechanisms of Ecosystem Service Value in Wuhan, China Y. Sun et al.
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- Evaluation Study of Ecological Resilience in Southern Red Soil Mining Areas Considering Rare Earth Mining Process J. Zhang et al.
- Evaluation of Cultivated Land Fragmentation and Analysis of Driving Factors in the Major Grain-Producing Areas of the Middle and Lower Yangtze River Basin J. Gou & C. Jiao
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- Improvement in vegetation ecological quality and its driving factors in China over 2001–2024 M. Xu et al.
- Dynamics of Land Use/Land Cover Considering Ecosystem Services for a Dense-Population Watershed Based on a Hybrid Dual-Subject Agent and Cellular Automaton Modeling Approach Y. Li et al.
- Research on the coupling coordination, spatiotemporal evolution and zoning management of high-quality development and ecosystem service value in China Z. Li et al.
- Long-Term Spatiotemporal Relationship of Urban–Rural Gradient Between Land Surface Temperature and Nighttime Light in Representative Cities Across China’s Climate Zones J. Liang et al.
- Ecological environmental quality assessment of Chinese estuarine wetlands during 2000–2020 based on a remote sensing ecological index Z. Zhang et al.
- High resolution indoor-outdoor urban PM2.5 daily dynamics with low cost solution using novel two-stage model of machine and transfer learning C. Ou et al.
- Assessing the Spatio-temporal dynamics and coordination of rural SDGs in Low-Latitude Highland regions S. Zhang et al.
- Planning scale flood risk assessment and prediction in ultra-high density urban environments: The case of Hong Kong X. Gu & X. Liu
- How urbanization shapes the ecosystem carbon sink of vegetation in China: A spatiotemporal analysis of direct and indirect effects Z. Wang et al.
- Decoupling state of urban development and carbon emissions and its driving factors and predictions: A case study of Chengdu metropolitan area M. Xu et al.
- Dynamic changes and drives of surface urban heat islands in China Q. Zhang et al.
- Estimation of carbon emissions in the Yangtze River Delta based on land cover data fusion J. Jiang et al.
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- Increasing proportion of mildly aged population in rural mitigates farmland abandonment in the farming-pastoral ecotone of northern China Y. Jin et al.
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- Geological regulation of nitrous oxide emission risks in rivers globally H. Qi et al.
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- Impact of climate change and land use change on ecosystem net primary productivity in the Yangtze River and Yellow River Source Region, China Z. Yuan et al.
- The capacity of land carbon sinks in poverty-stricken areas in China continues to increase in the process of eradicating extreme poverty: evidence from a study of poverty-stricken counties on the Qinghai-Tibet Plateau L. Hua et al.
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- 1 km annual forest cover and plant functional type dataset for China from 1981 to 2023 B. Liu et al.
- Nonlinear and spatially varying impacts of the built environment on building operational carbon emissions using geographic explainable AI S. Cui et al.
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- Historical and future variation of soil organic carbon in China Z. Zhang et al.
- Risk assessment for cropland abandonment in mountainous area based on AHP and PCA—Take Yunnan Province in China as an example Y. Ma et al.
- Spatial–Temporal Pattern of Urban Land Green Use Efficiency and Its Influencing Factors in Guizhou Province, China, Based on County Units Z. Xu et al.
- Spatial distribution patterns, hotspots of contaminants of emerging concern and driving factors in a river network of Xizang Plateau Q. Zeng et al.
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- Multifunctional trade-off/synergy relationship of cultivated land in Guangdong: A long time series analysis from 2010 to 2030 Z. Wang et al.
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- Effects of land use patterns on seasonal water quality in Chinese basins at multiple temporal and spatial scales X. Yao et al.
- Evaluating impacts of hydrology and pollution loadings on low dissolved oxygen in an urbanized tidal river network using modeling and monitoring H. Zhang et al.
- Quantitative Estimation of the Impacts of Precursor Emissions on Surface O3 and PM2.5 Collaborative Pollution in Three Typical Regions of China via Multi-Task Learning M. Liu et al.
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- Exploring coupled coordination and synergistic evolution in a multi-dimensional water system of the Yellow River Basin H. Yu et al.
- A 30 m winter wheat distribution dataset for the North China Plain from 2000 to 2024 F. Li et al.
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- Influence of long-term anthropogenic nitrogen input and its legacy on riverine output M. Cao et al.
- Associations between depression severity and urban built and natural environments: An analysis of nationally representative data from China J. Yang & B. Qin
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- Integrating ecosystem service supply–demand and ecological risk assessment for urban planning: A case study in Beijing, China S. Fan et al.
- Suitability Analysis of Water Cultural Heritage Structures in Beijing Based on Analytic Hierarchy Process and Geographic Information Systems Y. Li et al.
- Seasonal surface urban heat island analysis based on local climate zones Y. Xi et al.
- Land use change and its driving factors in the ecological function area: A case study in the Hedong Region of the Gansu Province, China Z. Wei et al.
- A comprehensive data set of physical and human-dimensional attributes for China’s lake basins T. Chen et al.
- Spatial–Temporal Variations in Water Use Efficiency and Its Influencing Factors in the Li River Basin, China Y. Chu et al.
- Impacts of grey-green spatial patterns on carbon emissions and sequestration in expanding and shrinking cities: An explainable machine learning approach Y. Sun et al.
- The impact of inter-city railway connections on urban expansion: a heterogeneous perspective based on types and regional structures X. Wei & F. Zhen
- Accuracy and applicability assessment of vegetation types of the land cover products produced in China C. Li et al.
- Monitoring Cropland Abandonment in Hilly Areas with Sentinel-1 and Sentinel-2 Timeseries S. He et al.
- Analysis of Spatiotemporal Evolution and Driving Forces of Vegetation from 2001 to 2020: A Case Study of Shandong Province, China D. Dong et al.
- Trade-off/Synergy Relationship and Time-lag Effect of Ecosystem Services in the Peak-cluster Depression Basins on the Sino-Vietnamese Border in China D. Wang et al.
- Evaluating the spatial dependence of urban water supply and demand in the yellow river basin: A comprehensive analysis of Urban, land, population, and industry driving factors S. Du et al.
- A comprehensive time-series dataset linked to cyanobacterial blooms in Lake Taihu K. Xue et al.
- Synergistic impacts of 2D/3D grey-green spatial morphology on land surface temperature across local climate zones in the Guangdong-Hong Kong-Macao Greater Bay Area J. Zhang et al.
- Dynamic Simulation of Land Use and Habitat Quality Assessment in Baiyangdian Basin Using the SD-PLUS Coupled Model Z. Han et al.
- Landscape ecological risk assessment and its driving factors in the Weihe River basin, China S. Chang et al.
- Urban Spatial Pattern Optimization Based on “Double Evaluation”: A Case Study of Urban Agglomeration in Central Yunnan, China G. Chen et al.
- Sensitivity Assessment of Geological Hazards in Liaoning Province Based on Multisource Data Y. Cui et al.
- Adaptive Management Based on the Habitat Change of Cibotium barometz Under Synergistic Impact of Climate and Land Use Change—A Case Study of Guangxi, China B. Feng et al.
- Investigation of the interactions and influencing variables between water and land resources in the upper Yellow River's wind-sand region J. Li et al.
- How changes in landscape patterns affect the carbon emission: a case study in the Chengdu-Chongqing Economic Circle, China Z. Tang et al.
- Assessing the influence of green space morphological spatial pattern on urban waterlogging: A case study of a highly-urbanized city W. Zhang et al.
- Uncovering the spatiotemporal evolution and driving mechanisms of soybean planting area in China from 2000 to 2022 W. Liu et al.
- Research on the Evaluation Method of Urban Water Resources Resilience Based on the DPSIR Model: A Case Study of Dalian City M. Gao et al.
- Evaluating Spatiotemporal Patterns and Integrated Driving Forces of Habitat Quality in the Northern Sand-Prevention Belt of China H. Zhang et al.
- Analyzing the Correlation Between the Growth of University Science and Technology Innovation Parks (USTIPs) and Regional Economic Development in Yangtze River Delta, China Y. Wu et al.
- Research Progress in the Application of Google Earth Engine for Grasslands Based on a Bibliometric Analysis Z. Mashaba-Munghemezulu et al.
- Hydrology and water quality drive multiple biological indicators in a dam-modified large river Z. Li et al.
- 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.
- Understanding the Difference Between Spatial Accessibility and Perceived Accessibility of Public Service Facilities in Coastal Towns and Villages J. Wang et al.
- A Comprehensive Assessment of Sustainable Development of Urbanization in Hainan Island Using Remote Sensing Products and Statistical Data A. Liang et al.
- Spatial Diagnosis of Climatic and Landscape Controls on Forest Leaf Area Index Across China Using Interpretable Machine Learning Y. Mu et al.
- Cost-effective reconstruction of high-frequency ion dynamics in karst groundwater using electrical conductivity and PHREEQC inverse modeling T. Zhang et al.
- Analysis of soil erosion dynamics and its driving factors in the Qilian Mountains of Qingdong M. Li et al.
- Unraveling Interactive Effects of Climate, Hydrology, and CO2 on Ecological Drought with Interpretable Machine Learning Y. Zhu et al.
- Dynamic evolutionary characteristics and influence mechanisms of carbon emission intensity in counties of the Yangtze River Delta, China Z. Ma et al.
- Beyond agriculture: Land use thresholds governing pesticide mixture risks in megacity surface waters X. Guo et al.
- Catastrophic multi-phase mass flow from temperate glacier catchments in Southeast Tibetan Plateau X. Lu et al.
- Spatiotemporal variation trends of vegetation net primary productivity in Guiyang City over the past two decades in the context of urbanization Y. Huang et al.
- Assessing comprehensive anthropogenic impacts at a regional scale using ecological integrity J. Yang et al.
- A Multi-Scenario Simulation and Dynamic Assessment of the Ecosystem Service Values in Key Ecological Functional Areas: A Case Study of the Sichuan Province, China W. Li et al.
- Evaluation of land ecological security and driving factors in the Lower Yellow River Flood Plain based on quality, structure and function G. Zhai et al.
- Effectiveness of Alpine Protected Areas: An Evaluation of the Three-River-Source Nature Reserve Through Human Footprint Measurements S. Li et al.
- Changes of ecological vulnerability in areas with different urban expansion patterns— A case study in the Yanhe river basin, China J. Zhong et al.
- An improved global land cover mapping in 2015 with 30 m resolution (GLC-2015) based on a multisource product-fusion approach B. Li et al.
- Nitrogen deposition favors later leaf senescence in woody species J. Wang et al.
- The Impact of Urbanization on Environmental Quality in Ecologically Fragile Areas: Evidence from Hengduan Mountain, Southwest China J. Wang & R. Wang
- Identifying priority zones for carbon management in the Central Yunnan agglomeration Y. Fu et al.
- Impact of climate change and vegetation greening on sediment transport in the Yarlung Tsangpo River Y. Li et al.
- Spatial prediction and dynamic change of soil organic carbon using remote sensing variables as auxiliary information in wavy plain, Northeast China T. Shao et al.
- Integrating Cloud Computing and Landscape Metrics to Enhance Land Use/Land Cover Mapping and Dynamic Analysis in the Shandong Peninsula Urban Agglomeration J. Xiao et al.
- Illuminating the effects of clean power development on local economies in China J. Zhu et al.
- Regional scale terrace mapping in fragmented mountainous areas using multi-source remote sensing data and sample purification strategy Z. Liu et al.
- Study on Spatiotemporal Changes of Cultivated Land in the Major Grain-Producing Areas of the Middle and Lower Reaches of the Yangtze River J. Gou & D. Luo
- National scale biodiversity conservation priorities based on integrated multiple vulnerability features in China Z. Du et al.
- Small-sample-data augmentation and transfer strategies for forest cover change monitoring K. Feng et al.
- Evolutionary pattern and influencing factors of the aquaculture development in the Guangdong-Hong Kong-Macao Greater Bay area during 1986–2020 P. Yuan et al.
- Remote Sensing–Based Multi-Scale Analysis of Lake Cooling Drivers on the Mid-Elevation Yunnan Plateau P. Zhu et al.
- The spontaneous spatial restructuring of traditional village based on an analysis of social relationship: A case in Fuling, Fujian China Y. Jiang et al.
- Study on the spatio-temporal variation and trade-off/synergy relationship of ecosystem service value in Western Hubei based on dynamic equivalent method W. Cheng et al.
- Quantifying the Scale Effect of the Relationship between Land Surface Temperature and Landscape Pattern J. Chen et al.
- Quantitative Estimation of Vegetation Carbon Source/Sink and Its Response to Climate Variability and Anthropogenic Activities in Dongting Lake Wetland, China M. Guo et al.
- Land degradation neutrality assessment in China’s black soil region: integrating multi-source LULC data and innovative quantitative indicators W. Zhou et al.
- Assessing urban wetlands dynamics in Wuhan and Nanchang, China Y. Deng et al.
- Feature-model strategies for remapping 1:1,000,000 vegetation map: application to the Tibetan Plateau F. Wu et al.
- Ecological Risk Assessment and Impact Factor Analysis of Ecological Spatial Patterns in Coastal Counties: Taking Dalian Pulandian District as an Example M. Qu et al.
- Predicting soil loss in small watersheds under different emission scenarios from CMIP6 using random forests Y. Chen et al.
- Urban Spatial Management and Planning Based on the Interactions Between Ecosystem Services: A Case Study of the Beijing–Tianjin–Hebei Urban Agglomeration Y. Hu et al.
- Impact of the tradeoff between urbanization and ecological construction on the supply and demand balance of carbon sequestration services in China J. Pan et al.
- Quantitative Contributions of Climate and Human Activities to Streamflow and Sediment Load in the Xiliugou Basin of China W. Wang et al.
- A novel framework for tracking hydrological processes and identifying key factors in mountain-lowland mixed catchments: Implications of forty years of modeling for water management R. Yan et al.
- Unpacking the Sub-Regional Spatial Network of Land-Use Carbon Emissions: The Case of Sichuan Province in China Q. Zhao et al.
- Incorporating historical information into the multi-type ant colony optimization model to optimize patch-level land use allocation Z. Tong et al.
- Mountainous landscapes and tree species diversity enhance ecosystem multifunctionality in an urban green heart area W. Deng et al.
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- A long-term (1984–2021) wetland classification dataset for the Yangtze River Basin from continuous Landsat image collections Z. Guo et al.
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- Analysis of the Evolution of Land Use Carbon Metabolism Patterns and the Response to Urban Form Changes in Haikou, China Z. Zhang et al.
- Probing CO2 emission in Chengdu based on STRIPAT model and Tapio decoupling F. Yang et al.
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- A Hybrid Physics-Machine Learning Modeling Framework Enhances Nonpoint Source Pollution Forecasting D. Zuo et al.
- Integrating static and dynamic analyses in a spatial management framework to enhance ecological networks connectivity in the context of rapid urbanization F. Chen et al.
- The contribution of planted forests to regional carbon storage: evidence from western Hunan, China (1990–2020) T. Deng & Y. Zhu
- Development of a land–river–ocean coupled model for compound floods jointly caused by heavy rainfall and storm surges in large river delta regions A. Zhang & X. Yu
- Revealing the Eco-Environmental Quality of the Yellow River Basin: Trends and Drivers M. Zhou et al.
- A High-Resolution Gridded Dataset for China’s Monthly Sectoral Water Use Y. Zhang et al.
- Harmony in Extraction: A Variable Weight Theory Approach to Unraveling the Ecological Security Veins in China's Rare Earth Mining Under Variable Pressures J. Zhang et al.
- Evaluation of development potential of candidate sites for forest therapy bases using a PEEST-InVEST framework: A case study of Songxi, China C. Li et al.
- Decoupling the effects of climate, topography, land use, revegetation, and dam construction on streamflow, sediment, total nitrogen and phosphorus in the Yangtze River Basin Y. Ning et al.
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- Heterogeneous impacts of climate change on streamflow in typical watersheds of three mountain systems in Xinjiang, Northwest China C. Zan et al.
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- Spatiotemporal Dynamic Analysis of Eutrophication Status Based on Machine Learning-Based Retrieval Algorithm: Case Study in Liangzi Lake, Hubei, China P. Li et al.
- 30-meter resolution cropland distribution dataset of the YarlungZangbo-Lhasa-Nyangqv River region, Tibet Autonomous Region, 1990–2023 H. CHEN et al.
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Saved (final revised paper)
Latest update: 30 Apr 2026
Short summary
We produce the 30 m annual China land cover dataset (CLCD), with an accuracy reaching 79.31 %. Trends and patterns of land cover changes during 1985 and 2019 were revealed, such as expansion of impervious surface (+148.71 %) and water (+18.39 %), decrease in cropland (−4.85 %) and increase in forest (+4.34 %). The CLCD generally reflected the rapid urbanization and a series of ecological projects in China and revealed the anthropogenic implications on LC under the condition of climate change.
We produce the 30 m annual China land cover dataset (CLCD), with an accuracy reaching 79.31 %....
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