The presence of ash as an interference factor in the estimation of the maximum temperature reached in burned soils using near-infrared spectroscopy (NIR)

被引:17
作者
Arcenegui, V.
Guerrero, C.
Mataix-Solera, J.
Mataix-Beneyto, J.
Zornoza, R.
Morales, J. [1 ]
Mayoral, A. M. [1 ]
机构
[1] Univ Miguel Hernandez, Applied Stat Unit, CIO Operat Res Ctr, Alicante 03202, Spain
关键词
NIR; wildfire; ash; Mediterranean soil; temperatures; fire severity; fire intensity;
D O I
10.1016/j.catena.2007.11.004
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The aim of this work was to assess the effect of the presence of ash on maximum temperature reached (MTR) estimation using near infrared reflectance (NIR) spectroscopy. The degree of combustion (ash produced by heating to 100, 300, 500 and 700 degrees C), the type (ash from Pinus halepensis and Rosmarinus officinalis), and different quantities of ash (0-20% in 2% interval) were evaluated in a soil heated at seven different temperatures (100 degrees C-700 degrees C). Results showed that the estimation of MTR on samples with ash, using partial least squares (PLS) models constructed with samples without ash, could be erroneous. Both, ash quantity and degree of combustion affected the estimation of MTR. However, using discriminant analysis, a good classification of samples (>97% correctly classified) according to the heating temperature classes (unheated, 100, 200, 300, 400, 500, 600 and 700 degrees C) was obtained despite the presence of ash. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:177 / 184
页数:8
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