Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods

Baoju Zhang; Lixing An; Yonghong Hao; Tian Chyi Jim Yeh

doi:10.1007/978-981-13-9409-6_195

Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods

Baoju Zhang, Lixing An, Yonghong Hao, Tian Chyi Jim Yeh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Precipitation is the main sources of subsurface and surface water in the Tianshan Mountains, which play a vital role in the social and economic developments of Xinjiang, China. Researches showed that precipitation in the Tianshan Mountains is largely affected by climate phenomenon. In this paper, Ensemble Empirical Mode Decomposition (EEMD) and wavelet coherence analysis were used to explore the effects of climate teleconnections at annual to multidecadal scales on precipitation in the northern and southern slopes of the Tianshan Mountains. The results show that the annual scale of ISM strongly impacts the precipitation on both northern and southern slopes. The interannual scales of ENSO and NAO mainly affect the precipitation of the northern slope, and ENSO has a greater influence on precipitation than NAO. The influence of the multidecadal scale of the PDO on precipitation of northern and southern slopes are weak.

Original language	English (US)
Title of host publication	Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019
Editors	Qilian Liang, Wei Wang, Xin Liu, Zhenyu Na, Min Jia, Baoju Zhang
Publisher	Springer
Pages	1620-1628
Number of pages	9
ISBN (Print)	9789811394089
DOIs	https://doi.org/10.1007/978-981-13-9409-6_195
State	Published - 2020
Externally published	Yes
Event	8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019 - Urumqi, China Duration: Jul 20 2019 → Jul 22 2019

Publication series

Name	Lecture Notes in Electrical Engineering
Volume	571 LNEE
ISSN (Print)	1876-1100
ISSN (Electronic)	1876-1119

Conference

Conference	8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019
Country/Territory	China
City	Urumqi
Period	7/20/19 → 7/22/19

Keywords

EEMD method
Precipitation
Tianshan Mountains
Wavelet coherence analysis

ASJC Scopus subject areas

Industrial and Manufacturing Engineering

Access to Document

10.1007/978-981-13-9409-6_195

Cite this

Zhang, B., An, L., Hao, Y., & Yeh, T. C. J. (2020). Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods. In Q. Liang, W. Wang, X. Liu, Z. Na, M. Jia, & B. Zhang (Eds.), Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019 (pp. 1620-1628). (Lecture Notes in Electrical Engineering; Vol. 571 LNEE). Springer. https://doi.org/10.1007/978-981-13-9409-6_195

Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods. / Zhang, Baoju; An, Lixing; Hao, Yonghong et al.
Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019. ed. / Qilian Liang; Wei Wang; Xin Liu; Zhenyu Na; Min Jia; Baoju Zhang. Springer, 2020. p. 1620-1628 (Lecture Notes in Electrical Engineering; Vol. 571 LNEE).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhang, B, An, L, Hao, Y & Yeh, TCJ 2020, Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods. in Q Liang, W Wang, X Liu, Z Na, M Jia & B Zhang (eds), Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019. Lecture Notes in Electrical Engineering, vol. 571 LNEE, Springer, pp. 1620-1628, 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019, Urumqi, China, 7/20/19. https://doi.org/10.1007/978-981-13-9409-6_195

Zhang B, An L, Hao Y, Yeh TCJ. Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods. In Liang Q, Wang W, Liu X, Na Z, Jia M, Zhang B, editors, Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019. Springer. 2020. p. 1620-1628. (Lecture Notes in Electrical Engineering). doi: 10.1007/978-981-13-9409-6_195

Zhang, Baoju ; An, Lixing ; Hao, Yonghong et al. / Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods. Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019. editor / Qilian Liang ; Wei Wang ; Xin Liu ; Zhenyu Na ; Min Jia ; Baoju Zhang. Springer, 2020. pp. 1620-1628 (Lecture Notes in Electrical Engineering).

@inproceedings{c708baa5035b4d98849fdb40e755109a,

title = "Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods",

abstract = "Precipitation is the main sources of subsurface and surface water in the Tianshan Mountains, which play a vital role in the social and economic developments of Xinjiang, China. Researches showed that precipitation in the Tianshan Mountains is largely affected by climate phenomenon. In this paper, Ensemble Empirical Mode Decomposition (EEMD) and wavelet coherence analysis were used to explore the effects of climate teleconnections at annual to multidecadal scales on precipitation in the northern and southern slopes of the Tianshan Mountains. The results show that the annual scale of ISM strongly impacts the precipitation on both northern and southern slopes. The interannual scales of ENSO and NAO mainly affect the precipitation of the northern slope, and ENSO has a greater influence on precipitation than NAO. The influence of the multidecadal scale of the PDO on precipitation of northern and southern slopes are weak.",

keywords = "EEMD method, Precipitation, Tianshan Mountains, Wavelet coherence analysis",

author = "Baoju Zhang and Lixing An and Yonghong Hao and Yeh, {Tian Chyi Jim}",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Singapore Pte Ltd.; 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019 ; Conference date: 20-07-2019 Through 22-07-2019",

year = "2020",

doi = "10.1007/978-981-13-9409-6_195",

language = "English (US)",

isbn = "9789811394089",

series = "Lecture Notes in Electrical Engineering",

publisher = "Springer",

pages = "1620--1628",

editor = "Qilian Liang and Wei Wang and Xin Liu and Zhenyu Na and Min Jia and Baoju Zhang",

booktitle = "Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019",

}

TY - GEN

T1 - Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods

AU - Zhang, Baoju

AU - An, Lixing

AU - Hao, Yonghong

AU - Yeh, Tian Chyi Jim

PY - 2020

Y1 - 2020

N2 - Precipitation is the main sources of subsurface and surface water in the Tianshan Mountains, which play a vital role in the social and economic developments of Xinjiang, China. Researches showed that precipitation in the Tianshan Mountains is largely affected by climate phenomenon. In this paper, Ensemble Empirical Mode Decomposition (EEMD) and wavelet coherence analysis were used to explore the effects of climate teleconnections at annual to multidecadal scales on precipitation in the northern and southern slopes of the Tianshan Mountains. The results show that the annual scale of ISM strongly impacts the precipitation on both northern and southern slopes. The interannual scales of ENSO and NAO mainly affect the precipitation of the northern slope, and ENSO has a greater influence on precipitation than NAO. The influence of the multidecadal scale of the PDO on precipitation of northern and southern slopes are weak.

AB - Precipitation is the main sources of subsurface and surface water in the Tianshan Mountains, which play a vital role in the social and economic developments of Xinjiang, China. Researches showed that precipitation in the Tianshan Mountains is largely affected by climate phenomenon. In this paper, Ensemble Empirical Mode Decomposition (EEMD) and wavelet coherence analysis were used to explore the effects of climate teleconnections at annual to multidecadal scales on precipitation in the northern and southern slopes of the Tianshan Mountains. The results show that the annual scale of ISM strongly impacts the precipitation on both northern and southern slopes. The interannual scales of ENSO and NAO mainly affect the precipitation of the northern slope, and ENSO has a greater influence on precipitation than NAO. The influence of the multidecadal scale of the PDO on precipitation of northern and southern slopes are weak.

KW - EEMD method

KW - Precipitation

KW - Tianshan Mountains

KW - Wavelet coherence analysis

UR - http://www.scopus.com/inward/record.url?scp=85084755456&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85084755456&partnerID=8YFLogxK

U2 - 10.1007/978-981-13-9409-6_195

DO - 10.1007/978-981-13-9409-6_195

M3 - Conference contribution

AN - SCOPUS:85084755456

SN - 9789811394089

T3 - Lecture Notes in Electrical Engineering

SP - 1620

EP - 1628

BT - Communications, Signal Processing, and Systems - Proceedings of the 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019

A2 - Liang, Qilian

A2 - Wang, Wei

A2 - Liu, Xin

A2 - Na, Zhenyu

A2 - Jia, Min

A2 - Zhang, Baoju

PB - Springer

T2 - 8th International Conference on Communications, Signal Processing, and Systems, CSPS 2019

Y2 - 20 July 2019 through 22 July 2019

ER -

Analysis of the Effects of Climate Teleconnections on Precipitation in the Tianshan Mountains Using Time-Frequency Methods

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this