Fire impact on forest soils evaluated using near-infrared spectroscopy and multivariate calibration

被引:16
|
作者
Vergnoux, A. [1 ,2 ]
Dupuy, N. [3 ]
Guiliano, M. [1 ]
Vennetier, M. [4 ]
Theraulaz, F. [2 ]
Doumenq, P. [1 ]
机构
[1] Univ Aix Marseille 3, ISM2, UMR 6263, Equipe AD2EM, F-13545 Aix En Provence 4, France
[2] Univ Aix Marseille 1, Lab Chim Provence, UMR 6264, F-13331 Marseille 3, France
[3] Univ Aix Marseille 3, ISM2, UMR 6263, Fac St Jerome,Equipe AD2EM, F-13396 Marseille, France
[4] Cemagref Aix Provence, Mediterranean Ecosyst & Risks Res Unit, F-13182 Aix En Provence 5, France
关键词
Fire; Soil; Fire recurrence index; NIR spectroscopy; PCA; PLS; REFLECTANCE SPECTROSCOPY; EXCHANGEABLE CATIONS; ORGANIC-MATTER; NITROGEN; PREDICTION; CARBON; C-13; BERTHELOT; PYROLYSIS;
D O I
10.1016/j.talanta.2009.06.028
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The assessment of physico-chemical properties in forest soils affected by fires was evaluated using near infrared reflectance (NIR) spectroscopy coupled with chemometric methods. In order to describe the soil properties, measurements were taken of the total organic carbon on solid phase. the total nitrogen content, the organic carbon and the specific absorbences at 254 and 280 nm of humic substances, organic carbon in humic and fulvic acids, concentrations of NH4+, Ca2+, Mg2+, K+ and phosphorus in addition to NIR spectra. Then, a fire recurrence index was defined and calculated according to the different fires extents affecting soils. This calculation includes the occurrence of fires as well as the time elapsed since the last fire. This study shows that NIR spectroscopy could be considered as a tool for soil monitoring, particularly for the quantitative prediction of the total organic carbon, total nitrogen content, organic carbon in humic substances, concentrations of phosphorus, Mg2+ Ca2+ and NH4+ and humic substances UVSA(254). Further validation in this field is necessary however, to try and make successful predictions of W, organic carbon in humic and fulvic acids and the humic substances UVSA(280). Moreover, NIR coupled with PLS can also be useful to predict the fire recurrence index in order to determine the spatial variability. Also this method can be used to map more or less burned areas and possibly to apply adequate rehabilitation techniques. like soil litter reconstitution with organic enrichments (industrial composts) or reforestation. Finally, the proposed recurrence index can be considered representative of the state of the soils. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:39 / 47
页数:9
相关论文
共 50 条
  • [1] CLASSIFICATION OF BRAZILIAN COFFEE USING NEAR-INFRARED SPECTROSCOPY AND MULTIVARIATE CALIBRATION
    Santos, Klecia M.
    Moura, Maria F. V.
    Azevedo, Francisco G.
    Lima, Kassio M. G.
    Raimundo, Ivo M., Jr.
    Pasquini, C.
    ANALYTICAL LETTERS, 2012, 45 (07) : 774 - 781
  • [2] Multivariate calibration modeling of liver oxygen saturation using near-infrared spectroscopy
    Cingo, NA
    Soller, BR
    Puyana, JC
    BIOMEDICAL DIAGNOSTIC, GUIDANCE, AND SURGICAL-ASSIST SYSTEMS II, 2000, 3911 : 230 - 236
  • [3] Estimation of selected properties of forest soils using near-infrared spectroscopy (NIR)
    Kania, Mateusz
    Gruba, Piotr
    SOIL SCIENCE ANNUAL, 2016, 67 (01) : 32 - 36
  • [4] Determination of triglycerides in human plasma using near-infrared spectroscopy and multivariate calibration methods
    da Costa, PA
    Poppi, RJ
    ANALYTICA CHIMICA ACTA, 2001, 446 (1-2) : 39 - 47
  • [5] Quantitative determination of epoxidized soybean oil using near-infrared spectroscopy and multivariate calibration
    Parreira, TF
    Ferreira, MMC
    Sales, HJS
    de Almeida, WB
    APPLIED SPECTROSCOPY, 2002, 56 (12) : 1607 - 1614
  • [6] Evaluation of diesel exhaust fluid (DEF) using near-infrared spectroscopy and multivariate calibration
    de Franca, Higor Henrique
    da Silva, Neirivaldo Cavalcante
    Honorato, Fernanda Araujo
    MICROCHEMICAL JOURNAL, 2019, 150
  • [8] Ensemble of extreme learning machines for multivariate calibration of near-infrared spectroscopy
    Chen, Hui
    Tan, Chao
    Lin, Zan
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 229
  • [9] Optical coefficient-based multivariate calibration on near-infrared spectroscopy
    Shi, Zhenqi
    Cogdill, Robert P.
    Martens, Harald
    Anderson, Carl A.
    JOURNAL OF CHEMOMETRICS, 2010, 24 (5-6) : 288 - 299
  • [10] Multivariate calibration of near-infrared spectra by using influential variables
    Shao, Xueguang
    Zhang, Min
    Cai, Wensheng
    ANALYTICAL METHODS, 2012, 4 (02) : 467 - 473