Determination of potentially mineralizable nitrogen and nitrogen in particulate organic matter fractions in soil by visible and near-infrared reflectance spectroscopy
被引:47
|
作者:
Moron, A
论文数: 0引用数: 0
h-index: 0
机构:Inst Nacl Invest Agropecuaria, Estac Expt INIA La Estanzuela, Soil Dept, Colonia 39173, Uruguay
Moron, A
Cozzolino, D
论文数: 0引用数: 0
h-index: 0
机构:Inst Nacl Invest Agropecuaria, Estac Expt INIA La Estanzuela, Soil Dept, Colonia 39173, Uruguay
Cozzolino, D
机构:
[1] Inst Nacl Invest Agropecuaria, Estac Expt INIA La Estanzuela, Soil Dept, Colonia 39173, Uruguay
[2] Estac Expt INIA La Estanzuela, Anim Nutr & NIRS Lab, Colonia 39173, Uruguay
Visible (VIS) and near-infrared reflectance spectroscopy (NIRS) combined with multivariate data analysis was used to predict potentially mineralizable nitrogen (PMN) and nitrogen in particulate organic matter fractions (PSOM-N). Soil samples from a long-term experiment (n=24) as well as soils under commercial management (n=160) in Uruguay (South America) were analysed. Samples were scanned in a NIRS 6500 monochromator instrument by reflectance (400-2500 nm). Modified partial least square regression (MPLS) and cross validation were used to develop the calibration models between NIRS data and reference values. NIRS calibration models gave a coefficient of determination for the calibration (R-CAL(2))>0.80 and the standard deviation of reference data to standard error in cross validation (RPD) ratio ranging from 2 to 5.5 for the variables evaluated. The results obtained in the study showed that NIRS could have the potential to determine PMN and PSOM-N fractions in soils under different agronomic conditions. However, the relatively limited number of samples led us to be cautious in terms of conclusions and to extend the results of this work to similar conditions.
机构:
East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R ChinaEast China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R China
Zhang, Hailiang
Zhang, Jing
论文数: 0引用数: 0
h-index: 0
机构:
East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R ChinaEast China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R China
Zhang, Jing
Chen, Zailiang
论文数: 0引用数: 0
h-index: 0
机构:
East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R ChinaEast China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R China
Chen, Zailiang
Xie, Chaoyong
论文数: 0引用数: 0
h-index: 0
机构:
East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R ChinaEast China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R China
Xie, Chaoyong
Zhan, Baishao
论文数: 0引用数: 0
h-index: 0
机构:
East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R ChinaEast China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R China
Zhan, Baishao
Luo, Wei
论文数: 0引用数: 0
h-index: 0
机构:
East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R ChinaEast China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Peoples R China