Forecasting soil parameters based on NIR and SVM

Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering

Volumn 26, Issue SUPPL. 2, 2010, Pages 81-87

  Zheng, Lihua ^a   Li, Minzan ^a   An, Xiaofei ^a   Sun, Hong ^a  

^a CHINA AGRICULTURAL UNIVERSITY   (China)

Author keywords

Forecasting; Nitrogen; Organic carbon; Soils; Spectroscopy; Support vector machines

Indexed keywords

LABORATORY ANALYSIS; MODEL ACCURACY; NEAR INFRARED REFLECTANCE; NIR SPECTRUM; PREDICTING MODELS; PREDICTION MODEL; REGRESSION MODEL; ROOT-MEAN SQUARE DEVIATION; SOIL ORGANIC MATTERS; SOIL PARAMETERS; SOIL SAMPLE; SOIL TOTAL NITROGEN; SVM(SUPPORT VECTOR MACHINE);

AGRICULTURAL MACHINERY; CALIBRATION; FORECASTING; GEARS; INFRARED DEVICES; MATHEMATICAL MODELS; NITROGEN; ORGANIC CARBON; REGRESSION ANALYSIS; SOIL SURVEYS; SOILS; SPECTRUM ANALYSIS; SUPPORT VECTOR MACHINES;

GEOLOGIC MODELS;

EID: 79952353774     PISSN: 10026819     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.1002-6819.2010.z2.016     Document Type: Article

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