Xinjiang Agricultural Sciences ›› 2021, Vol. 58 ›› Issue (10): 1900-1908.DOI: 10.6048/j.issn.1001-4330.2021.10.018
• Plant Protection·Soil Fertilizer·Water Saving Irrigation·Agroecological Environment·Agricultural Equipment Engineering and Mechanization • Previous Articles Next Articles
Zhiqiang DONG(), Xiaokang FENG, Baoxia CI, Shuai WEN, Zhao WANG, Yang LIU(), Fuyu MA()
Received:
2020-07-29
Online:
2021-10-20
Published:
2021-10-26
Correspondence author:
Yang LIU, Fuyu MA
Supported by:
董志强(), 冯小康, 慈宝霞, 文帅, 王钊, 刘扬(), 马富裕()
通讯作者:
刘扬,马富裕
作者简介:
董志强(1990-),男,河北人,博士研究生,研究方向为作物信息技术与精准农业,(E-mail) shuaidadada@126.com
基金资助:
CLC Number:
Zhiqiang DONG, Xiaokang FENG, Baoxia CI, Shuai WEN, Zhao WANG, Yang LIU, Fuyu MA. Soil Nutrient Analysis and Application of Soil Moisture Monitoring System in Cotton Field of Shehizi Farm[J]. Xinjiang Agricultural Sciences, 2021, 58(10): 1900-1908.
董志强, 冯小康, 慈宝霞, 文帅, 王钊, 刘扬, 马富裕. 棉田土壤养分分析与土壤墒情监测系统应用[J]. 新疆农业科学, 2021, 58(10): 1900-1908.
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URL: http://www.xjnykx.com/EN/10.6048/j.issn.1001-4330.2021.10.018
土壤养分 Soil nutrient | 样本数 Samples | 最小值 Min | 最大值 Max | 平均值 Mean | 标准差 St.d | 变异系数 CV | 样本数据 Sample data | 对数转换 Log transformation | ||
---|---|---|---|---|---|---|---|---|---|---|
偏度值 Skewness | 峰度值 Kurtosis | 偏度值 Skewness | 峰度值 Kurtosis | |||||||
全氮 (g/kg) Total nitrogen(TN) | 231 | 0.10 | 1.11 | 0.79 | 0.16 | 0.20 | -0.78 | 1.28 | - | - |
速效磷 (mg/kg) Available phosphorous(AP) | 231 | 21.27 | 179.58 | 62.17 | 34.45 | 0.56 | 1.46 | 1.62 | 0.49 | -0.40 |
速效钾 (mg/kg) Available potassium(AK) | 231 | 171.50 | 672.46 | 322.55 | 81.33 | 0.25 | 1.03 | 2.30 | 0.09 | 0.35 |
Table 1 Descriptive statistical characteristics of soil nutrient
土壤养分 Soil nutrient | 样本数 Samples | 最小值 Min | 最大值 Max | 平均值 Mean | 标准差 St.d | 变异系数 CV | 样本数据 Sample data | 对数转换 Log transformation | ||
---|---|---|---|---|---|---|---|---|---|---|
偏度值 Skewness | 峰度值 Kurtosis | 偏度值 Skewness | 峰度值 Kurtosis | |||||||
全氮 (g/kg) Total nitrogen(TN) | 231 | 0.10 | 1.11 | 0.79 | 0.16 | 0.20 | -0.78 | 1.28 | - | - |
速效磷 (mg/kg) Available phosphorous(AP) | 231 | 21.27 | 179.58 | 62.17 | 34.45 | 0.56 | 1.46 | 1.62 | 0.49 | -0.40 |
速效钾 (mg/kg) Available potassium(AK) | 231 | 171.50 | 672.46 | 322.55 | 81.33 | 0.25 | 1.03 | 2.30 | 0.09 | 0.35 |
土壤养分 Soil nutrient | 块金值 (C0) | 基台值 (C0+C) | 块金系数 (C0/C0+C) | 变程 (A0) | 决定系数 (R2) | 残差 (RSS) | 最优模型 Best model |
---|---|---|---|---|---|---|---|
全氮 Total nitrogen(TN) (g/kg) | 0.006 3 | 0.033 7 | 0.186 | 692 | 0.96 | 2.876E-05 | Exponential |
速效磷 Available phosphorous(AP) (mg/kg) | 0.003 5 | 0.043 4 | 0.081 | 576 | 0.61 | 1.151E-04 | Gaussian |
速效钾 Available potassium(AK) (mg/kg) | 0.008 3 | 0.016 7 | 0.497 | 1 899 | 0.83 | 4.105E-06 | Gaussian |
Table 2 Type of soil nutrient half variance model and its parameter value
土壤养分 Soil nutrient | 块金值 (C0) | 基台值 (C0+C) | 块金系数 (C0/C0+C) | 变程 (A0) | 决定系数 (R2) | 残差 (RSS) | 最优模型 Best model |
---|---|---|---|---|---|---|---|
全氮 Total nitrogen(TN) (g/kg) | 0.006 3 | 0.033 7 | 0.186 | 692 | 0.96 | 2.876E-05 | Exponential |
速效磷 Available phosphorous(AP) (mg/kg) | 0.003 5 | 0.043 4 | 0.081 | 576 | 0.61 | 1.151E-04 | Gaussian |
速效钾 Available potassium(AK) (mg/kg) | 0.008 3 | 0.016 7 | 0.497 | 1 899 | 0.83 | 4.105E-06 | Gaussian |
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