Paper Info
Title
Causality Analysis Between Soil Of Different Depth Moisture And Precipitation In The United States
Abstract
Previously the stronger coupling between soil moisture and precipitation in the land-atmosphere interaction have widely been studied. However, few work discusses the causality between them. In this paper, we use Granger causality (GC) and New causality (NC) to detect the causality between soil of different depth moisture and precipitation. Our results demonstrate that the causality between shallow soil moisture and precipitation is greater than that between deep soil moisture and precipitation. And the results also demonstrate that the NC method is much clearer to reveal the causal influence between soil moisture and precipitation than GC method in the time domain.
Year
DOI
Venue
2017
10.1007/978-3-319-70139-4_58
NEURAL INFORMATION PROCESSING, ICONIP 2017, PT V
Keywords
Field
DocType
Granger causality, New causality, Soil moisture, Precipitation
Soil science,Moisture,Causality,Pattern recognition,Computer science,Granger causality,Artificial intelligence,Water content,Precipitation
Conference
Volume
ISSN
Citations 
10638
0302-9743
0
PageRank 
References 
Authors
0.34
2
7
Name
Order
Citations
PageRank
Hui Su129333.30
Sanqing Hu245242.72
Tong Cao300.68
Jianhai Zhang4135.32
Yuying Zhu500.68
Bocheng Wang600.68
Lan Jiang7233.54