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Spatial Heterogeneity of Winter Wheat Yield and Its Determinants in the Yellow River Delta, China

Author

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  • Lin Chu

    (Department of Resource and Environmental Information, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China)

  • Chong Huang

    (State Key Lab of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China)

  • Qingsheng Liu

    (State Key Lab of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China)

  • Chongfa Cai

    (Department of Resource and Environmental Information, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China)

  • Gaohuan Liu

    (State Key Lab of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China)

Abstract

Understanding spatial differences of crop yields and quantitatively exploring the relationship between crop yields and influencing factors are of great significance in increasing regional crop yields, promoting sustainable development of regional agriculture and ensuring regional food security. This study investigates spatial heterogeneity of winter wheat yield and its determinants in the Yellow River Delta (YRD) region. The spatial pattern of winter wheat in 2015 was mapped through time series similarity analysis. Winter wheat yield was estimated by integrating phenological information into yield model, and cross-validation was performed using actual yield data. The geographical detector method was used to analyze determinants influencing winter wheat yield. This study concluded that the overall classification accuracy for winter wheat is 88.09%. The estimated yield agreed with actual yield, with R 2 value of 0.74 and root mean square error (RMSE) of 1.02 t ha −1 . Cumulative temperature, soil salinity and their interactions were key determinants affecting winter wheat yield. Several measures are recommended to ensure sustainable crop production in the YRD region, including improving irrigation and drainage systems to reduce soil salinity, selecting salt-tolerant winter wheat varieties, and improving agronomy techniques to extend effective cumulative temperature.

Suggested Citation

  • Lin Chu & Chong Huang & Qingsheng Liu & Chongfa Cai & Gaohuan Liu, 2019. "Spatial Heterogeneity of Winter Wheat Yield and Its Determinants in the Yellow River Delta, China," Sustainability, MDPI, vol. 12(1), pages 1-21, December.
    • Handle: RePEc:gam:jsusta:v:12:y:2019:i:1:p:135-:d:301144
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    References listed on IDEAS

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    1. Hanxiong Zhu & Kexi Pan & Yong Liu & Zheng Chang & Ping Jiang & Yongfu Li, 2019. "Analyzing Temporal and Spatial Characteristics and Determinant Factors of Energy-Related CO 2 Emissions of Shanghai in China Using High-Resolution Gridded Data," Sustainability, MDPI, vol. 11(17), pages 1-21, August.
    2. Liqiang Zhang & Weiwei Liu & Kun Hou & Jintai Lin & Changqing Song & Chenghu Zhou & Bo Huang & Xiaohua Tong & Jinfeng Wang & William Rhine & Ying Jiao & Ziwei Wang & Ruijing Ni & Mengyao Liu & Liang Z, 2019. "Air pollution exposure associates with increased risk of neonatal jaundice," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    3. Han Yue & Xinyan Zhu, 2019. "Exploring the Relationship between Urban Vitality and Street Centrality Based on Social Network Review Data in Wuhan, China," Sustainability, MDPI, vol. 11(16), pages 1-19, August.
    4. Shengfu Yang & Shougeng Hu & Weidong Li & Chuanrong Zhang & José A. Torres, 2017. "Spatiotemporal Effects of Main Impact Factors on Residential Land Price in Major Cities of China," Sustainability, MDPI, vol. 9(11), pages 1-16, November.
    5. Min Cao & Yanhui Zhu & Guonian Lü & Min Chen & Weifeng Qiao, 2019. "Spatial Distribution of Global Cultivated Land and Its Variation between 2000 and 2010, from Both Agro-Ecological and Geopolitical Perspectives," Sustainability, MDPI, vol. 11(5), pages 1-16, February.
    6. Gong Zhang & Witold Kinsner & Bin Huang, 2009. "Electrocardiogram data mining based on frame classification by dynamic time warping matching," Computer Methods in Biomechanics and Biomedical Engineering, Taylor & Francis Journals, vol. 12(6), pages 701-707.
    7. He, Gang & Wang, Zhaohui & Li, Fucui & Dai, Jian & Li, Qiang & Xue, Cheng & Cao, Hanbing & Wang, Sen & Malhi, Sukhdev S., 2016. "Soil water storage and winter wheat productivity affected by soil surface management and precipitation in dryland of the Loess Plateau, China," Agricultural Water Management, Elsevier, vol. 171(C), pages 1-9.
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    Cited by:

    1. Dongrui Han & Hongyan Cai & Xiaohuan Yang & Xinliang Xu, 2020. "Multi-Source Data Modeling of the Spatial Distribution of Winter Wheat Yield in China from 2000 to 2015," Sustainability, MDPI, vol. 12(13), pages 1-16, July.

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