Articles | Volume 15, issue 9
https://doi.org/10.5194/essd-15-4047-2023
© Author(s) 2023. 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-15-4047-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Data description article
| 
13 Sep 2023
Data description article |
| 13 Sep 2023
| 13 Sep 2023
ChinaWheatYield30m: a 30 m annual winter wheat yield dataset from 2016 to 2021 in China
Yu Zhao
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
College of agriculture, Shanxi Agricultural University, Taigu, Shanxi
030801, China
Shaoyu Han
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
Institute of Agricultural Economics and Information, Henan Academy of
Agricultural Sciences, Zhengzhou, Henan 450000, China
Jie Zheng
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
Hanyu Xue
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
Zhenhai Li
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
College of Geodesy and Geomatics, Shandong University of Science and
Technology, Qingdao 266590, China
Yang Meng
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
College of agriculture, Shanxi Agricultural University, Taigu, Shanxi
030801, China
Xuguang Li
Cultivated Land Monitoring and Protection Center of Hebei,
Shijiazhuang, 050056, China
Xiaodong Yang
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
Zhenhong Li
School of Geological Engineering and Geomatics, Chang'an University,
Xi'an 710054, China
Shuhong Cai
Cultivated Land Monitoring and Protection Center of Hebei,
Shijiazhuang, 050056, China
Guijun Yang
CORRESPONDING AUTHOR
Key Laboratory of Quantitative Remote Sensing in Agriculture of
Ministry of Agriculture and Rural Affairs, Information Technology Research
Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing
100097, China
School of Geological Engineering and Geomatics, Chang'an University,
Xi'an 710054, China
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Cited
14 citations as recorded by crossref.
- Integrating WOFOST and Deep Learning for Winter Wheat Yield Estimation in the Huang-Huai-Hai Plain Y. Zhao et al.
- Downscaling Administrative-Level Crop Yield Statistics to 1 km Grids Using Multisource Remote Sensing Data and Ensemble Machine Learning J. Pei et al.
- Wheat yield prediction for sustainable food security using Sentinel-2 and machine learning N. Civelek et al.
- Optimizing UAV-based herbicide applications for sustainable wheat weed management by a novel multi-parameter field evaluation under variable environmental conditions B. Boskovic et al.
- Estimation of Leaf, Spike, Stem and Total Biomass of Winter Wheat Under Water-Deficit Conditions Using UAV Multimodal Data and Machine Learning J. Liu et al.
- A UAV-based hybrid approach for improving aboveground dry biomass estimation of winter wheat Y. Zhao et al.
- Field-scale irrigated winter wheat mapping using a novel cross-region slope length index in 3D canopy hydrothermal and spectral feature space Y. Zhang et al.
- Estimating the Yield of Mature Rice With UAV-Based Multimodal Images Fusion and Five-Points Sampling Y. Chen et al.
- The 500-meter long-term winter wheat grain protein content dataset for China from multi-source data X. Xu et al.
- A 10 m maize, rice and soybean yield dataset from 2016 to 2021 in Northeast China F. Teng et al.
- Winter wheat yield prediction based on a multi-year phenological modeling from Sentinel-1 radar vegetation indices and machine learning D. Radočaj et al.
- NortheastChinaSoybeanYield20m: an annual soybean yield dataset at 20 m in Northeast China from 2019 to 2023 J. Xu et al.
- Type B trichothecenes, pesticides, and heavy metals in wheat in Shandong, China: Occurrence and risk assessment L. Wang et al.
- Mapping and Analyzing Winter Wheat Yields in the Huang-Huai-Hai Plain: A Climate-Independent Perspective Y. Zhao et al.
14 citations as recorded by crossref.
- Integrating WOFOST and Deep Learning for Winter Wheat Yield Estimation in the Huang-Huai-Hai Plain Y. Zhao et al.
- Downscaling Administrative-Level Crop Yield Statistics to 1 km Grids Using Multisource Remote Sensing Data and Ensemble Machine Learning J. Pei et al.
- Wheat yield prediction for sustainable food security using Sentinel-2 and machine learning N. Civelek et al.
- Optimizing UAV-based herbicide applications for sustainable wheat weed management by a novel multi-parameter field evaluation under variable environmental conditions B. Boskovic et al.
- Estimation of Leaf, Spike, Stem and Total Biomass of Winter Wheat Under Water-Deficit Conditions Using UAV Multimodal Data and Machine Learning J. Liu et al.
- A UAV-based hybrid approach for improving aboveground dry biomass estimation of winter wheat Y. Zhao et al.
- Field-scale irrigated winter wheat mapping using a novel cross-region slope length index in 3D canopy hydrothermal and spectral feature space Y. Zhang et al.
- Estimating the Yield of Mature Rice With UAV-Based Multimodal Images Fusion and Five-Points Sampling Y. Chen et al.
- The 500-meter long-term winter wheat grain protein content dataset for China from multi-source data X. Xu et al.
- A 10 m maize, rice and soybean yield dataset from 2016 to 2021 in Northeast China F. Teng et al.
- Winter wheat yield prediction based on a multi-year phenological modeling from Sentinel-1 radar vegetation indices and machine learning D. Radočaj et al.
- NortheastChinaSoybeanYield20m: an annual soybean yield dataset at 20 m in Northeast China from 2019 to 2023 J. Xu et al.
- Type B trichothecenes, pesticides, and heavy metals in wheat in Shandong, China: Occurrence and risk assessment L. Wang et al.
- Mapping and Analyzing Winter Wheat Yields in the Huang-Huai-Hai Plain: A Climate-Independent Perspective Y. Zhao et al.
Saved (final revised paper)
Latest update: 30 Apr 2026
Short summary
In the present study, we generated a 30 m Chinese winter wheat yield dataset from 2016 to 2021, called ChinaWheatYield30m. The dataset has high spatial resolution and great accuracy. It is the highest-resolution yield dataset known. Such a dataset will provide basic knowledge of detailed wheat yield distribution, which can be applied for many purposes including crop production modeling or regional climate evaluation.
In the present study, we generated a 30 m Chinese winter wheat yield dataset from 2016 to 2021,...
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