Quantification of Soil Permanganate Oxidizable C (POXC) Using Infrared Spectroscopy

被引:32
作者
Calderon, Francisco J. [1 ]
Culman, Steve [2 ]
Six, Johan [3 ]
Franzluebbers, Alan J. [4 ]
Schipanski, Meagan [5 ]
Beniston, Joshua [6 ]
Grandy, Stuart [7 ]
Kong, Angela Y. Y. [8 ]
机构
[1] USDA ARS, Cent Great Plains Res Stn, Akron, CO 80720 USA
[2] Ohio State Univ, Sch Environ & Nat Resources, Wooster, OH 44691 USA
[3] Swiss Fed Inst Technol, Dep Environm Syst Sci, Zurich, Switzerland
[4] USDA ARS, Plant Sci Res, Raleigh, NC 27695 USA
[5] Colorado State Univ, Soil & Crop Sci, Ft Collins, CO 80523 USA
[6] Santa Rosa Jr Coll, Santa Rosa, CA 95401 USA
[7] Univ New Hampshire, Dep Nat Resources & Environ, Durham, NH 03824 USA
[8] Columbia Univ, Ctr Climate Syst Res, New York, NY 10027 USA
基金
美国国家科学基金会;
关键词
DIFFUSE-REFLECTANCE SPECTROSCOPY; TRANSFORM MIDINFRARED SPECTROSCOPY; ORGANIC-MATTER; DRIFT SPECTROSCOPY; CARBON FRACTIONS; LABILE CARBON; MANAGEMENT; NITROGEN; PREDICTION; STABILIZATION;
D O I
10.2136/sssaj2016.07.0216
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Labile soil carbon is an important component of soil organic matter because it embodies the mineralizable material that is associated with short-term fertility. Permanganate-oxidizable C (POXC) is a widely used method for the study of labile C dynamics in soils. Rapid methods are needed to measure labile C, and better understand how this pool varies with soil C at regional scales. Infrared spectroscopy is an inexpensive way to quantify SOC and observe fluctuations in C functional groups. Using a sample set that encompassed several soil types and plant communities (seven different research projects, n = 496), soils were analyzed via diffuse reflectance Fourier transformed mid-infrared (MidIR, 4000-400 cm(-1)) and near-infrared (NIR, 10000-4000 cm(-1)) spectroscopy. Spectral data were used to develop calibrations for POXC, soil organic C (SOC), and total N (TN) using partial least squares (PLS) regression. The MidIR predicted POXC slightly better than the NIR, with calibration and/or validation R-2 values ranging from 0.77 to 0.81 depending on spectral pretreatments. Predictions for POXC were better than SOC and TN, but site variability influenced the calibration quality for SOC and TN. Using a selected MidIR region, which included bands correlated to POXC (3225-2270 cm(-1)), reduced the calibration quality, but still gave acceptable R-2 values of 0.76 to 0.77 for the calibration and validation sets. We show that POXC can be predicted using NIR and MidIR spectra. Selecting informative spectral bands offers an alternative to using full spectra for PLS regressions.
引用
收藏
页码:277 / 288
页数:12
相关论文
共 57 条
[1]   DIFFUSE REFLECTANCE AND TRANSMISSION FOURIER-TRANSFORM INFRARED (DRIFT) SPECTROSCOPY OF HUMIC AND FULVIC-ACIDS [J].
BAES, AU ;
BLOOM, PR .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1989, 53 (03) :695-700
[2]   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
[3]  
Beniston J., 2009, THESIS
[4]  
Beniston J., 2012, Carbon Sequestration in Urban Ecosystems, P279, DOI [10.1007/978-94-007-2366-5_15, DOI 10.1007/978-94-007-2366-5_15]
[5]   ASSESSING AND MANAGING SOIL QUALITY FOR URBAN AGRICULTURE IN A DEGRADED VACANT LOT SOIL [J].
Beniston, Joshua W. ;
Lal, Rattan ;
Mercer, Kristin L. .
LAND DEGRADATION & DEVELOPMENT, 2016, 27 (04) :996-1006
[6]   Diffuse-Reflectance Fourier-Transform Mid-Infrared Spectroscopy as a Method of Characterizing Changes in Soil Organic Matter [J].
Calderon, Francisco ;
Haddix, Michelle ;
Conant, Richard ;
Magrini-Bair, Kimberly ;
Paul, Eldor .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2013, 77 (05) :1591-1600
[7]   Comparison of diffuse reflectance Fourier transform mid-infrared and near-infrared spectroscopy with grating-based near-infrared for the determination of fatty acids in forages [J].
Calderon, Francisco J. ;
Reeves, James B., III ;
Foster, Joyce G. ;
Clapham, William M. ;
Fedders, James M. ;
Vigil, Merle F. ;
Henry, William Brien .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2007, 55 (21) :8302-8309
[8]   Diffuse-Reflectance Mid-infrared Spectral Properties of Soils under Alternative Crop Rotations in a Semi-arid Climate [J].
Calderon, Francisco J. ;
Mikha, Maysoon M. ;
Vigil, Merle F. ;
Nielsen, David C. ;
Benjamin, Joseph G. ;
Reeves, James B., III .
COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 2011, 42 (17) :2143-2159
[9]   Chemical Differences in Soil Organic Matter Fractions Determined by Diffuse-Reflectance Mid-Infrared Spectroscopy [J].
Calderon, Francisco J. ;
Reeves, James B., III ;
Collins, Harold P. ;
Paul, Eldor A. .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2011, 75 (02) :568-579
[10]   Mid-Infrared and Near-Infrared Calibrations for Nutritional Parameters of Triticale (Triticosecale) and Pea (Pisum sativum) [J].
Calderon, Francisco J. ;
Vigil, Merle F. ;
Reeves, James B., III ;
Poss, David J. .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2009, 57 (12) :5136-5142