A scalable gaussian process analysis algorithm for biomass monitoring

Statistical Analysis and Data Mining

Ranga Raju Vatsavai¹  Varun Chandola¹ 

[1] Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830

关键词: biomass monitoring;    Gaussian process;    scalability;   

DOI  :  10.1002/sam.10129

学科分类：社会科学、人文和艺术（综合）

来源: John Wiley & Sons, Inc.

【 摘 要 】

Abstract Biomass monitoring is vital for studying the carbon cycle of earth's ecosystem and has several significant implications, especially in the context of understanding climate change and its impacts. Recently, several change detection methods have been proposed to identify land cover changes in temporal profiles (time series) of vegetation collected using remote sensing instruments, but do not satisfy one or both of the two requirements of the biomass monitoring problem, that is, operating.

【 授权许可】

Unknown