Articles | Volume 16, issue 5
https://doi.org/10.5194/essd-16-2297-2024
© Author(s) 2024. 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-16-2297-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
A 30 m annual cropland dataset of China from 1986 to 2021
Ministry of Education Ecological Field Station for East Asian Migratory Birds, Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing 100084, China
International Research Center of Big Data for Sustainable Development Goals, Beijing 100094, China
Shengbiao Wu
Future Urbanity & Sustainable Environment (FUSE) Lab, Division of Landscape Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR 999077, China
Future Urbanity & Sustainable Environment (FUSE) Lab, Division of Landscape Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR 999077, China
Urban Systems Institute and Institute for Climate and Carbon Neutrality, The University of Hong Kong, Hong Kong SAR 999077, China
HKU Musketeers Foundation Institute of Data Science, The University of Hong Kong, Hong Kong SAR 999077, China
Qihao Weng
Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong SAR 999077, China
Yuqi Bai
Ministry of Education Ecological Field Station for East Asian Migratory Birds, Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing 100084, China
Jun Yang
Ministry of Education Ecological Field Station for East Asian Migratory Birds, Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing 100084, China
Ministry of Education Ecological Field Station for East Asian Migratory Birds, Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing 100084, China
Bing Xu
CORRESPONDING AUTHOR
Ministry of Education Ecological Field Station for East Asian Migratory Birds, Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing 100084, China
International Research Center of Big Data for Sustainable Development Goals, Beijing 100094, China
Viewed
Total article views: 11,600 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Jun 2023)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
9,457 | 1,994 | 149 | 11,600 | 466 | 106 | 189 |
- HTML: 9,457
- PDF: 1,994
- XML: 149
- Total: 11,600
- Supplement: 466
- BibTeX: 106
- EndNote: 189
Total article views: 7,599 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 06 May 2024)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
6,694 | 840 | 65 | 7,599 | 224 | 54 | 87 |
- HTML: 6,694
- PDF: 840
- XML: 65
- Total: 7,599
- Supplement: 224
- BibTeX: 54
- EndNote: 87
Total article views: 4,001 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Jun 2023)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
2,763 | 1,154 | 84 | 4,001 | 242 | 52 | 102 |
- HTML: 2,763
- PDF: 1,154
- XML: 84
- Total: 4,001
- Supplement: 242
- BibTeX: 52
- EndNote: 102
Viewed (geographical distribution)
Total article views: 11,600 (including HTML, PDF, and XML)
Thereof 11,131 with geography defined
and 469 with unknown origin.
Total article views: 7,599 (including HTML, PDF, and XML)
Thereof 7,196 with geography defined
and 403 with unknown origin.
Total article views: 4,001 (including HTML, PDF, and XML)
Thereof 3,935 with geography defined
and 66 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
29 citations as recorded by crossref.
- Spatiotemporal patterns and driving factors of ecological restoration regions: Insights from multi-scale analysis Y. Zhang et al. 10.1016/j.eiar.2025.108020
- Multi-Dimensional Assessment, Regional Differences, and Influencing Factors of Agricultural Water Pollution from the Perspective of Grey Water Footprint in Zhejiang Province, China H. Zhu et al. 10.3390/agriculture14112031
- Spatio-Temporal Pattern of Cropland Abandonment in Hilly and Mountainous Areas: A Case Study of Jiangxi, China W. Jiaming & X. Hualin 10.5814/j.issn.1674-764x.2024.05.018
- A 10-meter resolution dataset of abandoned and reclaimed cropland from 2016 to 2023 in Inner Mongolia, China D. Wuyun et al. 10.1038/s41597-025-04614-8
- Mapping Land-Cover Dynamics in Arid Regions Using Spectral Mixture Analysis and Representative Training Samples Y. Cui et al. 10.1109/TGRS.2024.3472080
- Assessing the Consistency of Five Remote Sensing-Based Land Cover Products for Monitoring Cropland Changes in China F. Deng et al. 10.3390/rs16234498
- An improved optical trapezoid model to identify wetlands and irrigation water ponds in the arid irrigation district using Google Earth Engine X. Chen et al. 10.1080/15481603.2024.2422930
- Accounting for consumption-based cultivated land use in China: A structural driver-pathway framework S. Guo et al. 10.1016/j.ecolmodel.2025.111199
- Desertification Mitigation in Northern China Was Promoted by Climate Drivers after 2000 H. Li et al. 10.3390/rs16193706
- <bold>2001~2023</bold>年中国植被持续变绿 善. 尉 et al. 10.1360/N072024-0239
- Spatiotemporal Variations of Cropland Quality and Morphology Under the Requisition–Compensation Balance Policy Z. Lin et al. 10.3390/land14061235
- A 30 m annual cropland dataset of China from 1986 to 2021 Y. Tu et al. 10.5194/essd-16-2297-2024
- Pixel-wise parameter assignment in LandTrendr algorithm: Enhancing cropland abandonment monitoring using satellite-based NDVI time-series D. Wuyun et al. 10.1016/j.compag.2024.109541
- Annual Cropping Intensity Dynamics in China from 2001 to 2023 J. Ren et al. 10.3390/rs16244801
- Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework W. Zhang et al. 10.1080/01431161.2025.2496528
- Construction of nitrogen critical dilution curve and differences in nitrogen nutrition characteristics in different organs of maize varieties with contrasting nitrogen efficiencies S. Bao et al. 10.3389/fpls.2025.1577962
- Two decades of persistent greening in China despite 2023 climate extremes S. Wei et al. 10.1007/s11430-024-1530-7
- The dataset of main grain land changes in China over 1985–2020 S. Liu et al. 10.1038/s41597-024-04292-y
- Agricultural Drought Dynamics With Satellite Soil Moisture and Impacts on Crop Loss in China During 2003–2022 Y. Gu et al. 10.1109/JSTARS.2025.3572312
- Long-Term Spatiotemporal Information Extraction of Cultivated Land in the Nomadic Area: A Case Study of the Selenge River Basin Y. Sun et al. 10.3390/rs17121970
- Increasing Cropland Area and Its Associated Human-Induced Water Consumption Put Ebinur Lake at Risk of Drying Up H. Zeng et al. 10.34133/remotesensing.0496
- Dynamics of Cropland Non-Agriculturalization in Shaanxi Province of China and Its Attribution Using a Machine Learning Approach H. Yan et al. 10.3390/land14010190
- Advancing sustainable agricultural: A novel framework for mapping annual 30-m resolution national-level irrigated croplands E. Du et al. 10.1016/j.jag.2025.104589
- Opposite effect on soil organic carbon between grain and non-grain crops: Evidence from Main Grain Land, China S. Liu et al. 10.1016/j.agee.2024.109364
- A Global Review of Monitoring Cropland Abandonment Using Remote Sensing: Temporal–Spatial Patterns, Causes, Ecological Effects, and Future Prospects T. Liu et al. 10.34133/remotesensing.0584
- Spatiotemporal Differentiation of Fertilizer and Pesticide Use and Its Driving Factors in the Yangtze River Delta of China: An Analysis at the County Scale K. Wu & C. Chen 10.3390/land14061180
- The 30 m land cover dataset for capturing land cover changes induced by ecological restoration from 1990 to 2022 on the Chinese Loess Plateau Z. Wang et al. 10.1038/s41597-025-04575-y
- Validation and refinement of cropland map in southwestern China by harnessing ten contemporary datasets Y. Cui et al. 10.1038/s41597-024-03508-5
- Assessing the Accuracy and Consistency of Cropland Products in the Middle Yangtze Plain H. Xu et al. 10.3390/land13030301
27 citations as recorded by crossref.
- Spatiotemporal patterns and driving factors of ecological restoration regions: Insights from multi-scale analysis Y. Zhang et al. 10.1016/j.eiar.2025.108020
- Multi-Dimensional Assessment, Regional Differences, and Influencing Factors of Agricultural Water Pollution from the Perspective of Grey Water Footprint in Zhejiang Province, China H. Zhu et al. 10.3390/agriculture14112031
- Spatio-Temporal Pattern of Cropland Abandonment in Hilly and Mountainous Areas: A Case Study of Jiangxi, China W. Jiaming & X. Hualin 10.5814/j.issn.1674-764x.2024.05.018
- A 10-meter resolution dataset of abandoned and reclaimed cropland from 2016 to 2023 in Inner Mongolia, China D. Wuyun et al. 10.1038/s41597-025-04614-8
- Mapping Land-Cover Dynamics in Arid Regions Using Spectral Mixture Analysis and Representative Training Samples Y. Cui et al. 10.1109/TGRS.2024.3472080
- Assessing the Consistency of Five Remote Sensing-Based Land Cover Products for Monitoring Cropland Changes in China F. Deng et al. 10.3390/rs16234498
- An improved optical trapezoid model to identify wetlands and irrigation water ponds in the arid irrigation district using Google Earth Engine X. Chen et al. 10.1080/15481603.2024.2422930
- Accounting for consumption-based cultivated land use in China: A structural driver-pathway framework S. Guo et al. 10.1016/j.ecolmodel.2025.111199
- Desertification Mitigation in Northern China Was Promoted by Climate Drivers after 2000 H. Li et al. 10.3390/rs16193706
- <bold>2001~2023</bold>年中国植被持续变绿 善. 尉 et al. 10.1360/N072024-0239
- Spatiotemporal Variations of Cropland Quality and Morphology Under the Requisition–Compensation Balance Policy Z. Lin et al. 10.3390/land14061235
- A 30 m annual cropland dataset of China from 1986 to 2021 Y. Tu et al. 10.5194/essd-16-2297-2024
- Pixel-wise parameter assignment in LandTrendr algorithm: Enhancing cropland abandonment monitoring using satellite-based NDVI time-series D. Wuyun et al. 10.1016/j.compag.2024.109541
- Annual Cropping Intensity Dynamics in China from 2001 to 2023 J. Ren et al. 10.3390/rs16244801
- Mapping cropland use changes in the Guanzhong Plain of China based on a two-level classification framework W. Zhang et al. 10.1080/01431161.2025.2496528
- Construction of nitrogen critical dilution curve and differences in nitrogen nutrition characteristics in different organs of maize varieties with contrasting nitrogen efficiencies S. Bao et al. 10.3389/fpls.2025.1577962
- Two decades of persistent greening in China despite 2023 climate extremes S. Wei et al. 10.1007/s11430-024-1530-7
- The dataset of main grain land changes in China over 1985–2020 S. Liu et al. 10.1038/s41597-024-04292-y
- Agricultural Drought Dynamics With Satellite Soil Moisture and Impacts on Crop Loss in China During 2003–2022 Y. Gu et al. 10.1109/JSTARS.2025.3572312
- Long-Term Spatiotemporal Information Extraction of Cultivated Land in the Nomadic Area: A Case Study of the Selenge River Basin Y. Sun et al. 10.3390/rs17121970
- Increasing Cropland Area and Its Associated Human-Induced Water Consumption Put Ebinur Lake at Risk of Drying Up H. Zeng et al. 10.34133/remotesensing.0496
- Dynamics of Cropland Non-Agriculturalization in Shaanxi Province of China and Its Attribution Using a Machine Learning Approach H. Yan et al. 10.3390/land14010190
- Advancing sustainable agricultural: A novel framework for mapping annual 30-m resolution national-level irrigated croplands E. Du et al. 10.1016/j.jag.2025.104589
- Opposite effect on soil organic carbon between grain and non-grain crops: Evidence from Main Grain Land, China S. Liu et al. 10.1016/j.agee.2024.109364
- A Global Review of Monitoring Cropland Abandonment Using Remote Sensing: Temporal–Spatial Patterns, Causes, Ecological Effects, and Future Prospects T. Liu et al. 10.34133/remotesensing.0584
- Spatiotemporal Differentiation of Fertilizer and Pesticide Use and Its Driving Factors in the Yangtze River Delta of China: An Analysis at the County Scale K. Wu & C. Chen 10.3390/land14061180
- The 30 m land cover dataset for capturing land cover changes induced by ecological restoration from 1990 to 2022 on the Chinese Loess Plateau Z. Wang et al. 10.1038/s41597-025-04575-y
2 citations as recorded by crossref.
Latest update: 22 Jun 2025
Short summary
We developed the first 30 m annual cropland dataset of China (CACD) for 1986–2021. The overall accuracy of CACD reached up to 0.93±0.01 and was superior to other products. Our fine-resolution cropland maps offer valuable information for diverse applications and decision-making processes in the future.
We developed the first 30 m annual cropland dataset of China (CACD) for 1986–2021. The overall...
Altmetrics
Final-revised paper
Preprint