Unary Non-Structural Fertilizer Response Model for Rice Crops and Its Field Experimental Verification | |
Chen, Fang2,3; Kong, Qingbo1; Zhang, Mingqing1; Li, Juan1 | |
刊名 | SCIENTIFIC REPORTS |
2018-02-12 | |
卷号 | 8页码:10 |
ISSN号 | 2045-2322 |
DOI | 10.1038/s41598-018-21163-w |
英文摘要 | The quadratic polynomial fertilizer response model (QPFM) is the primary method for implementing quantitative fertilization in crop production, but the success rate of this model's recommended fertilization rates in China is low because the model contains a high setting bias. This paper discusses a new modelling method for expanding the applicability of QPFM. The results of field experiments with 8 levels of N, P, or K fertilization showed that the dynamic trend between rice yield increases and fertilizer application rate exhibited a typical exponential relationship. Therefore, we propose a unary non-structural fertilizer response model (NSFM). The responses of 18 rice field experiments to N, P, or K fertilization indicated that the new models could significantly predict rice yields, while two experimental fitting results using the unary QPFM did not pass statistical significance tests. The residual standard deviations of 13 new models were significantly lower than that of the unary QPFM. The linear correlation coefficient of the recommended application rates between the new model and the unary QPFM reached a significant level. Theoretical analysis showed that the unary QPFM was a simplified version of the new model, and it had a higher fitting precision and better applicability. |
资助项目 | National Natural Science Foundation of China[31572203] ; PI Project of Fujian Academy of Agricultural Sciences[2016PI-31] |
WOS研究方向 | Science & Technology - Other Topics |
语种 | 英语 |
出版者 | NATURE PUBLISHING GROUP |
WOS记录号 | WOS:000424743500008 |
内容类型 | 期刊论文 |
源URL | [http://202.127.146.157/handle/2RYDP1HH/4641] |
专题 | 中国科学院武汉植物园 |
通讯作者 | Chen, Fang |
作者单位 | 1.Fujian Acad Agr Sci, Soil & Fertilizer Inst, Fuzhou 350013, Fujian, Peoples R China 2.Chinese Acad Sci, Key Lab Aquat Bot & Watershed Ecol, Wuhan Bot Garden, Wuhan 430074, Hubei, Peoples R China 3.Wuhan Off Int Plant Nutr Inst, Wuhan 430074, Hubei, Peoples R China |
推荐引用方式 GB/T 7714 | Chen, Fang,Kong, Qingbo,Zhang, Mingqing,et al. Unary Non-Structural Fertilizer Response Model for Rice Crops and Its Field Experimental Verification[J]. SCIENTIFIC REPORTS,2018,8:10. |
APA | Chen, Fang,Kong, Qingbo,Zhang, Mingqing,&Li, Juan.(2018).Unary Non-Structural Fertilizer Response Model for Rice Crops and Its Field Experimental Verification.SCIENTIFIC REPORTS,8,10. |
MLA | Chen, Fang,et al."Unary Non-Structural Fertilizer Response Model for Rice Crops and Its Field Experimental Verification".SCIENTIFIC REPORTS 8(2018):10. |
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