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The Correlation between Soil Nutrient and Potato Quality in Loess Plateau of China Based on PLSR

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  • Yingying Xing

    (College of Life Sciences, Yan’an University, Yan’an 716000, Shaanxi, China)

  • Xiaoli Niu

    (College of Agricultural Equipment Engineering, Henan University of Science and Technology, Luoyang 471000, Henan, China)

  • Ning Wang

    (College of Life Sciences, Yan’an University, Yan’an 716000, Shaanxi, China)

  • Wenting Jiang

    (College of Life Sciences, Yan’an University, Yan’an 716000, Shaanxi, China)

  • Yaguang Gao

    (College of Life Sciences, Yan’an University, Yan’an 716000, Shaanxi, China)

  • Xiukang Wang

    (College of Life Sciences, Yan’an University, Yan’an 716000, Shaanxi, China)

Abstract

Potato tuber quality is influenced by the interaction of soil nutrients. Hence, simple correlation analysis cannot accurately reflect the true relationship between soil nutrients and potato tuber quality. In this study, potato tuber quality and soil nutrient content were used as research materials in the Loess Plateau of China. The partial least square regression (PLSR) method was used to establish the regression equation between potato quality and soil nutrient. The major soil nutrient indexes influencing potato quality were screened out to provide theoretical basis for potato field management. The results showed that the major soil nutrient factors influencing the potato tuber quality in Loess Plateau were soil ammonium nitrogen, soil nitrate nitrogen, soil available phosphorus, pH, and soil available potassium. Soil pH value is the most important factor affecting potato starch, reducing sugar content, and soluble protein content. Soil nitrate nitrogen is one of the important factors affecting potato tuber soluble total sugar content, vitamin C, browning intensity, and polyphenol oxidase activity. Soil ammonium nitrogen was positively correlated with the total soluble sugar content of potato tubers, and negatively correlated with reducing sugar content, browning intensity, and polyphenol oxidase activity. However, soil available potassium has positive effects on potato starch and reducing sugar content, and negative effects on soluble protein and browning strength. Results of this study indicates that the major soil nutrient factors influencing potato tuber quality were soil nitrate nitrogen and soil pH value.

Suggested Citation

  • Yingying Xing & Xiaoli Niu & Ning Wang & Wenting Jiang & Yaguang Gao & Xiukang Wang, 2020. "The Correlation between Soil Nutrient and Potato Quality in Loess Plateau of China Based on PLSR," Sustainability, MDPI, vol. 12(4), pages 1-17, February.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:4:p:1588-:d:322921
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    1. Songbai Hong & Shilong Piao & Anping Chen & Yongwen Liu & Lingli Liu & Shushi Peng & Jordi Sardans & Yan Sun & Josep Peñuelas & Hui Zeng, 2018. "Afforestation neutralizes soil pH," Nature Communications, Nature, vol. 9(1), pages 1-7, December.
    2. Ning Wang & Yingying Xing & Xiukang Wang, 2019. "Exploring Options for Improving Potato Productivity through Reducing Crop Yield Gap in Loess Plateau of China Based on Grey Correlation Analysis," Sustainability, MDPI, vol. 11(20), pages 1-14, October.
    3. Meaghan J. Wilton & Jim D. Karagatzides & Leonard J. S. Tsuji, 2017. "Nutrient Concentrations of Bush Bean ( Phaseolus vulgaris L.) and Potato ( Solanum tuberosum L.) Cultivated in Subarctic Soils Managed with Intercropping and Willow ( Salix spp.) Agroforestry," Sustainability, MDPI, vol. 9(12), pages 1-19, December.
    4. Umut Hasan & Mamat Sawut & Shuisen Chen, 2019. "Estimating the Leaf Area Index of Winter Wheat Based on Unmanned Aerial Vehicle RGB-Image Parameters," Sustainability, MDPI, vol. 11(23), pages 1-11, December.
    5. Shiyong Sun & Zebo Li & Rongjia Wang & Jianfeng Zhang & Chunxia Pan & Zeyu Cai, 2019. "Conversion of Secondary Forests into Chestnut Forests Affects Soil Nutrients in Anji County, China," Sustainability, MDPI, vol. 11(8), pages 1-14, April.
    6. Qi Hu & Ning Yang & Feifei Pan & Xuebiao Pan & Xiaoxiao Wang & Pengyu Yang, 2017. "Adjusting Sowing Dates Improved Potato Adaptation to Climate Change in Semiarid Region, China," Sustainability, MDPI, vol. 9(4), pages 1-12, April.
    7. Caroline Fritsch & Andreas Staebler & Anton Happel & Miguel Angel Cubero Márquez & Ingrid Aguiló-Aguayo & Maribel Abadias & Miriam Gallur & Ilaria Maria Cigognini & Angela Montanari & Maria Jose López, 2017. "Processing, Valorization and Application of Bio-Waste Derived Compounds from Potato, Tomato, Olive and Cereals: A Review," Sustainability, MDPI, vol. 9(8), pages 1-46, August.
    8. Giorgiana Chietera & Sylvain Chaillou & Magali Bedu & Anne Marmagne & Céline Masclaux-Daubresse & Fabien Chardon, 2018. "Impact of the Genetic–Environment Interaction on the Dynamic of Nitrogen Pools in Arabidopsis," Agriculture, MDPI, vol. 8(2), pages 1-19, February.
    9. Ierna, Anita & Pandino, Gaetano & Lombardo, Sara & Mauromicale, Giovanni, 2011. "Tuber yield, water and fertilizer productivity in early potato as affected by a combination of irrigation and fertilization," Agricultural Water Management, Elsevier, vol. 101(1), pages 35-41.
    10. R. Michael Lehman & Cynthia A. Cambardella & Diane E. Stott & Veronica Acosta-Martinez & Daniel K. Manter & Jeffrey S. Buyer & Jude E. Maul & Jeffrey L. Smith & Harold P. Collins & Jonathan J. Halvors, 2015. "Understanding and Enhancing Soil Biological Health: The Solution for Reversing Soil Degradation," Sustainability, MDPI, vol. 7(1), pages 1-40, January.
    11. Wenting Jiang & Xiukang Wang & Yingying Xing & Xiaohu Liu & Zhigang Cui & Lihui Yang, 2019. "Enhancing Rice Production by Potassium Management: Recommended Reasonable Fertilization Strategies in Different Inherent Soil Productivity Levels for a Sustainable Rice Production System," Sustainability, MDPI, vol. 11(22), pages 1-13, November.
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    1. Xing, Yingying & Zhang, Teng & Jiang, Wenting & Li, Peng & Shi, Peng & Xu, Guoce & Cheng, Shengdong & Cheng, Yuting & Fan, Zhang & Wang, Xiukang, 2022. "Effects of irrigation and fertilization on different potato varieties growth, yield and resources use efficiency in the Northwest China," Agricultural Water Management, Elsevier, vol. 261(C).
    2. Wanda Wadas & Tomasz Dziugieł, 2020. "Quality of New Potatoes ( Solanum tuberosum L.) in Response to Plant Biostimulants Application," Agriculture, MDPI, vol. 10(7), pages 1-13, July.

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