GEOSCAN Search Results: Fastlink


TitleSoil respiration after six years of continuous drought stress in the tropical rainforest in Southwest China
AuthorZhou, L; Liu, Y; Zhang, Y; Sha, L; Song, Q; Zhou, W; Balasubramanian, D; Palingamoorthy, G; Gao, JORCID logo; Lin, YORCID logo; Li, J; Zhou, R; Zar, Myo, S T; Tang, X; Zhang, J; Zhang, P; Wang, SORCID
logo; Grace, J
SourceSoil Biology and Biochemistry vol. 138, 107564, 2019.,
Alt SeriesNatural Resources Canada, Contribution Series 20190634
Mediapaper; on-line; digital
File formatpdf
Subjectsgeophysics; remote sensing; vegetation
ProgramCanada Centre for Remote Sensing Divsion
Released2019 08 09
AbstractIn this comparative study, the Bayesian and a neural network (the HLVQ) approaches are used to classify multispectral LANDSAT images. The studied area contains several agricultural classes (wheat, flax,. . . .). Some classes are found to be non homogeneous and thus are divided in this study into several subclasses. The Gaussian assumption needed by the Bayesian classifier is thus justified by this division. The main result obtained in this study is that the Bayesian classifier and the neural network considered here provide equivalent solutions for the classification of agricultural multispectral images.

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