Fire impact on forest soils evaluated using near-infrared spectroscopy and multivariate calibration.
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 NH(4)(+), Ca(2+), Mg(2+), 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, Mg(2+), Ca(2+) and NH(4)(+) and humic substances UVSA(254). Further validation in this field is necessary however, to try and make successful predictions of K(+), 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.
Université Paul Cézanne Aix-Marseille 3, ISM2, UMR 6263, Equipe AD2EM, Chimie Analytique et Environnement, Europole de l'Arbois, Bâtiment Villemin BP 80, 13545 Aix-en-Provence Cedex 4, France.
A
A
Vergnoux
N
N
Dupuy
M
M
Guiliano
M
M
Vennetier
F
F
Théraulaz
P
P
Doumenq
D000465:Algorithms; D001578:Benzopyrans / Q000032:analysis; D002118:Calcium / Q000032:analysis; D002138:Calibration; D017753:Ecosystem; D005390:Fires; D006812:Humic Substances / Q000032:analysis; D008274:Magnesium / Q000032:analysis; D015999:Multivariate Analysis; D010758:Phosphorus / Q000032:analysis; D011188:Potassium / Q000032:analysis; D025341:Principal Component Analysis; D000644:Quaternary Ammonium Compounds / Q000032:analysis; D012987:Soil / Q000032:analysis*; D019265:Spectroscopy, Near-Infrared / Q000295:instrumentation / Q000379:methods*; D014197:Trees / Q000254:growth & development*
D001578:Benzopyrans; D006812:Humic Substances; D000644:Quaternary Ammonium Compounds; D012987:Soil; D010758:Phosphorus; D008274:Magnesium; D011188:Potassium; D002118:Calcium; C005023:fulvic acid