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Causal analysis for climate study :theory and applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Causal analysis for climate study :Yuji Nakano, Osamu Morita.
其他題名:	theory and applications /
作者:	Nakano, Yuji,
其他作者:	Morita, Osamu
出版者:	Boca Raton :CRC Press,2025.
面頁冊數:	xi, 118 p. :ill. ;25 cm.
標題:	ClimatologyResearch.
ISBN:	9781032993041 :

Causal analysis for climate study :theory and applications /
Nakano, Yuji,

Causal analysis for climate study :theory and applications /Yuji Nakano, Osamu Morita. - 1st ed. - Boca Raton :CRC Press,2025. - xi, 118 p. :ill. ;25 cm.

Includes bibliographical references (p. 111-116) and index.

"This book offers the theory of causal analysis and its applications. The authors have developed this book in relation toits applications to four climatological phenomena to prove the theory of causal analysis in time sequential data analysis. Local Causal Test and the Partial Causal Test are used to study the theory of causal analysis. These are then applied to understand the climate effects of the eruption at Mt. Pinatubo, theeffect of the El Niño and Southern Oscillation (ENSO), and theNorth Atlantic Oscillation (NAO). The reader learns about Test(S), a statistical test used to determine if the statistical properties of the data, such as mean and variance, remain constant over time within a local window. The authors also use the Stationary Test and Causality Test in time series to explore relationships within a localized subset of data as witnessed from the climate phenomenon. The book looks at the eruption at Mt. Pinatubo, ENSO, and NAO and applies causal theory to study the resultant air temperature at the1000 hPa pressure level, geopotential height of 1000 hPa pressure surface, and surface precipitation. The program code of the causal analysis is offered for readers to be able to reconfirm the results and apply it to other time-sequential data. This book is useful for researchers and graduate students of applied mathematics, physics, geophysics, meteorology, oceanography, engineering technology, and economics."--Publisher.

ISBN: 9781032993041 :NT$2034Subjects--Topical Terms:

1011683
Climatology
--Research.

LC Class. No.: QC861.3 / .N35 2025

Dewey Class. No.: 551.5/072

Causal analysis for climate study :theory and applications /
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