LIU Huan-jun1, ZHANG Bai1, SONG Kai-shan1, et al. Soil Line Influence Factors Analysis Based on Laboratory Soil Hyperspectral Reflectance. [J]. Journal of Remote Sensing (1):119-127(2008)
LIU Huan-jun1, ZHANG Bai1, SONG Kai-shan1, et al. Soil Line Influence Factors Analysis Based on Laboratory Soil Hyperspectral Reflectance. [J]. Journal of Remote Sensing (1):119-127(2008) DOI: 10.11834/jrs.20080116.
Soil Line Influence Factors Analysis Based on Laboratory Soil Hyperspectral Reflectance
the soil lines of different soil types must be identified.However
it is difficult to obtain the soil line parameters
because there are many influencing factors.With the laboratory soil hyperspectral reflectance studied
the main factors influencing the soil line were determined.The laboratory soil hyperspectral reflectance was used to calculate soil line parameters
which were introduced to compute the vegetation indices related to soil line.The correlation between the indices and soybean chlorophyll a or leaf area index(LAI) was compared with that between normalized difference vegetation index(NDVI) and chlorophyll a or LAI
then the feasibility of the soil line computing method was analyzed.The results were as follows: the main factors affecting soil line parameters were not the band width but the soil class
the latitude
organic matter
mineral composition
and straw residues.Soil classes
with different physical and chemical properties
show significant differences in spectral characteristics
especially the reflectance shape at red and infrared bands.The slope of soil line with low soil albedo was not always smaller than that with higher soil albedo.What’s more
latitude also influenced the soil line parameters because of the regular distribution of soil parent material and other soil properties.The effect of organic matter on soil reflectance in visible and infrared bands(620—810nm) is much stronger than other spectral regions
the reflectance curve at visible and infrared domain is concave
so the slope of soil line increases with organic matter content.What’s more the effect of organic matter on soil line parameters may be stronger than soil class.Based on soil line
the soil vegetation indices partly eliminate the soil background noises
and the correlation between the indices and soybean chlorophyll a or LAI is more significant than that between NDVI and chlorophyll a or LAI
which indicates that the soil line parameter deriving method is feasible and appropriate for the vegetation indices based on soil line.In order to enhance the monitoring precision of vegetation indices
the soil line parameters should be calculated based on the spatial difference of the main factors influencing the parameters.However
the results of the study is based on ground crop spectral reflectance data and obtained in the laboratory
as a result
the influence of atmosphere is not completely considered.Therefore
when the result is used in remote sensing image data
the influence of atmosphere on soil and crop reflectance must be analyzed.