The mean value concept in mono-linear regression of multi-variables and its application to trace studies in geosciences

Wei Jian Zhou; Mao Bai Chen; Feng Xian; Shao Hua Song; Zhen Kun Wu; A. J.T. Jull; Wei Guo Liu

doi:10.1007/s11430-007-0123-8

The mean value concept in mono-linear regression of multi-variables and its application to trace studies in geosciences

Wei Jian Zhou
, Mao Bai Chen
, Feng Xian
, Shao Hua Song
, Zhen Kun Wu
, A. J.T. Jull
, Wei Guo Liu

Geosciences

Research output: Contribution to journal › Article › peer-review

20 Scopus citations

Abstract

The "mean value concept" in a mono-linear regression of multi-variables is clarified. Its applications to reconstruction of the past 90-year salinity of the sea surface water in Xisha Islands and to tracing the past 80 ka paleo-geomagnetic events from the Luochuan loess ¹⁰Be record are introduced in detail, which show the significance and the potential of the "mean value concept" in geoscience research.

Original language	English (US)
Pages (from-to)	1828-1834
Number of pages	7
Journal	Science in China, Series D: Earth Sciences
Volume	50
Issue number	12
DOIs	https://doi.org/10.1007/s11430-007-0123-8
State	Published - Dec 2007

Keywords

Linear regression
Mean value concept
Reconstruction
Trace

ASJC Scopus subject areas

General Earth and Planetary Sciences

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10.1007/s11430-007-0123-8

Cite this

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title = "The mean value concept in mono-linear regression of multi-variables and its application to trace studies in geosciences",

abstract = "The {"}mean value concept{"} in a mono-linear regression of multi-variables is clarified. Its applications to reconstruction of the past 90-year salinity of the sea surface water in Xisha Islands and to tracing the past 80 ka paleo-geomagnetic events from the Luochuan loess 10Be record are introduced in detail, which show the significance and the potential of the {"}mean value concept{"} in geoscience research.",

keywords = "Linear regression, Mean value concept, Reconstruction, Trace",

author = "Zhou, \{Wei Jian\} and Chen, \{Mao Bai\} and Feng Xian and Song, \{Shao Hua\} and Wu, \{Zhen Kun\} and Jull, \{A. J.T.\} and Liu, \{Wei Guo\}",

note = "Funding Information: Received April 17, 2007; accepted July 6, 2007 doi: 10.1007/s11430-007-0123-8 †Corresponding author (email: [email protected]) Supported jointly by the Key Innovation Project of the Chinese Academy of Sciences (Grant No. KZCX2-YW-118), the National Natural Science Foundation of China (Grant Nos. 40121303, 40531003 and 40523002) and the 973 Project (Grant No. 2004CB720200) Figure 1 The scatter diagram of y(x1, x2) vs x1 (a) and y(x1, x2) vs x2 (Figure 1(b)), where y(x1, x2) is the δ 18O(M) measured from the Xisha coral, and x1 and x2 are the observed temperature SST and salinity SSS of the sea water in Xisha Islands during the 1983―1994 period[7].",

year = "2007",

month = dec,

doi = "10.1007/s11430-007-0123-8",

language = "English (US)",

volume = "50",

pages = "1828--1834",

journal = "Science in China, Series D: Earth Sciences",

issn = "1006-9313",

publisher = "Science Press",

number = "12",

}

TY - JOUR

T1 - The mean value concept in mono-linear regression of multi-variables and its application to trace studies in geosciences

AU - Zhou, Wei Jian

AU - Chen, Mao Bai

AU - Xian, Feng

AU - Song, Shao Hua

AU - Wu, Zhen Kun

AU - Jull, A. J.T.

AU - Liu, Wei Guo

N1 - Funding Information: Received April 17, 2007; accepted July 6, 2007 doi: 10.1007/s11430-007-0123-8 †Corresponding author (email: [email protected]) Supported jointly by the Key Innovation Project of the Chinese Academy of Sciences (Grant No. KZCX2-YW-118), the National Natural Science Foundation of China (Grant Nos. 40121303, 40531003 and 40523002) and the 973 Project (Grant No. 2004CB720200) Figure 1 The scatter diagram of y(x1, x2) vs x1 (a) and y(x1, x2) vs x2 (Figure 1(b)), where y(x1, x2) is the δ 18O(M) measured from the Xisha coral, and x1 and x2 are the observed temperature SST and salinity SSS of the sea water in Xisha Islands during the 1983―1994 period[7].

PY - 2007/12

Y1 - 2007/12

N2 - The "mean value concept" in a mono-linear regression of multi-variables is clarified. Its applications to reconstruction of the past 90-year salinity of the sea surface water in Xisha Islands and to tracing the past 80 ka paleo-geomagnetic events from the Luochuan loess 10Be record are introduced in detail, which show the significance and the potential of the "mean value concept" in geoscience research.

AB - The "mean value concept" in a mono-linear regression of multi-variables is clarified. Its applications to reconstruction of the past 90-year salinity of the sea surface water in Xisha Islands and to tracing the past 80 ka paleo-geomagnetic events from the Luochuan loess 10Be record are introduced in detail, which show the significance and the potential of the "mean value concept" in geoscience research.

KW - Linear regression

KW - Mean value concept

KW - Reconstruction

KW - Trace

UR - https://www.scopus.com/pages/publications/36448977255

UR - https://www.scopus.com/pages/publications/36448977255#tab=citedBy

U2 - 10.1007/s11430-007-0123-8

DO - 10.1007/s11430-007-0123-8

M3 - Article

AN - SCOPUS:36448977255

SN - 1006-9313

VL - 50

SP - 1828

EP - 1834

JO - Science in China, Series D: Earth Sciences

JF - Science in China, Series D: Earth Sciences

IS - 12

ER -

The mean value concept in mono-linear regression of multi-variables and its application to trace studies in geosciences

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Keywords

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