Validation of the near infrared spectroscopy method for determining soil organic carbon by employing a proficiency assay for fertility laboratories

被引:19
作者
de Souza, Andre Marcelo [1 ]
Filgueiras, Paulo Roberto [2 ]
Coelho, Mauricio Rizzato [1 ]
Fontana, Ademir [1 ]
Barbosa Winkler, Thayane Christine [1 ]
Valderrama, Patricia [3 ]
Poppi, Ronei Jesus [2 ]
机构
[1] Brazilian Agr Res Corp Embrapa Soils, BR-22460000 Rio De Janeiro, RJ, Brazil
[2] Univ Estadual Campinas, Inst Chem, POB 6154, BR-13084971 Campinas, SP, Brazil
[3] Technol Fed Univ Parana UTFPR, POB 271, BR-87301899 Campo Mourao, PR, Brazil
关键词
soil carbon stock; figures of merit; PLS; routine soil analysis; MULTIVARIATE CALIBRATION; VARIABLE SELECTION; QUALITY PARAMETERS; FIGURES; MERIT; NIR;
D O I
10.1255/jnirs.1219
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Current research indicates that near infrared (NIR) spectroscopy is the most promising alternative technique for the determination of soil organic carbon (SOC) in laboratories worldwide and that it may serve as a total or partial replacement for the traditional wet chemistry-methods. In this research, NIR spectroscopy was developed and validated as a method for the determination of SOC aiming to promote the use of NIR technology in the soil laboratories of Brazil as a routine analysis method. To this end, multivariate calibration models were constructed from a large number of soil samples (1490 samples) that encompassed the variability of Brazilian soils. These models were validated by submitting the concentrations of soil organic matter (SOM) as determined by NIR spectroscopy to the proficiency assay for fertility laboratories, which is coordinated by the Brazilian Agricultural Research Corporation (Embrapa Soils). The proposed methodology using NIR spectroscopy received the excellence index of quality, which gives a certificate seal issued by the interlaboratory programme. Therefore, the robustness of the NIR method was proved in a conclusive way by a proficiency test programme dedicated to evaluating the reference method for SOM determination employed by over a hundred soil laboratories in Brazil.
引用
收藏
页码:293 / 303
页数:11
相关论文
共 19 条
[1]  
[Anonymous], 2012, E165505 ASTM
[2]  
[Anonymous], 2010, E17710 ASTM INT
[3]   Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils - Critical review and research perspectives [J].
Bellon-Maurel, Veronique ;
McBratney, Alex .
SOIL BIOLOGY & BIOCHEMISTRY, 2011, 43 (07) :1398-1410
[4]   Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy [J].
Bellon-Maurel, Veronique ;
Fernandez-Ahumada, Elvira ;
Palagos, Bernard ;
Roger, Jean-Michel ;
McBratney, Alex .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2010, 29 (09) :1073-1081
[5]   Variable selection in near infrared spectra for the biological characterization of soil and earthworm casts [J].
Cecillon, Lauric ;
Cassagne, Nathalie ;
Czarnes, Sonia ;
Gros, Raphael ;
Brun, Jean-Jacques .
SOIL BIOLOGY & BIOCHEMISTRY, 2008, 40 (07) :1975-1979
[6]   Performance of some variable selection methods when multicollinearity is present [J].
Chong, IG ;
Jun, CH .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2005, 78 (1-2) :103-112
[7]  
de Oliveira V.A.V.L., 2013, SISTEMA BRASILEIRO C
[8]  
Embrapa (Brazilian Corporation of Agricultural Research), 2011, MAN MET AN SOL
[9]   COMPUTER AIDED DESIGN OF EXPERIMENTS [J].
KENNARD, RW ;
STONE, LA .
TECHNOMETRICS, 1969, 11 (01) :137-&
[10]   MULTIVARIATE CALIBRATION .2. CHEMOMETRIC METHODS [J].
NAES, T ;
MARTENS, H .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 1984, 3 (10) :266-271