Causal Analysis for Climate Study

This book offers the theory of causal analysis and its applications. The authors have developed this book in relation its applications to four climatological phenomena, to prove the theory of causal analysis in time sequential data analysis.

Autorentext

Yuji Nakano is Emeritus Professor at Shiga University, with the Faculty of Economics, where he has made significant contributions to the field of economics. His most recent research was on the nonlinear causal analysis of economic time series.

Osamu Morita is currently a guest Professor at Fukuoka University, who specializes in meteorology, physics, and earth and planetary sciences. He is particularly known for his work in geophysical fluid dynamics, the processes governing the movement of fluids on Earth, such as oceans and the atmosphere.

Inhalt

Part I Theory 1 Stationality Test in Time Series 2 Causality Test in Time Series Part II Applications 3 Climate Impact of the Mt. Pinatubo Eruption in 1991 4 The Effect of the ENSO on the Global Climate 5 The Effect of ENSO on the Japanese Climate 6 The Effect of the NAO on the Global Climate. Appendix