Temporal Scaling Analytical Method to Identify Multi‐Fractionality in Groundwater Head Fluctuations. Issue 3 (1st November 2018)
- Record Type:
- Journal Article
- Title:
- Temporal Scaling Analytical Method to Identify Multi‐Fractionality in Groundwater Head Fluctuations. Issue 3 (1st November 2018)
- Main Title:
- Temporal Scaling Analytical Method to Identify Multi‐Fractionality in Groundwater Head Fluctuations
- Authors:
- Yuan, Lin
Sun, HongGuang
Zhang, Yong
Zhang, YouKuan
Gu, Xiufen
Dawley, Shawn - Abstract:
- Abstract: Natural dynamics such as groundwater head fluctuations may exhibit multi‐fractionality, likely caused by multi‐scale aquifer heterogeneity and other controlling factors, whose statistics requires efficient quantification methods. As a scaling exponent, the Hurst exponent can describe the temporal correlation or multifractal behavior in groundwater level fluctuation processes. However, the scaling behavior may change with time under natural conditions, likely due to the non‐stationary evolution of internal and external conditions, which cannot be characterized by traditional methods using a single or several scaling exponents for the complex features of the overall process. This methods note quantifies the multi‐fractionality using the timescale local Hurst exponent (TS‐LHE) and then proposes a systematic statistical method to analyze groundwater head fluctuations. Time series of daily groundwater level fluctuations from three wells located in the lower Mississippi valley are analyzed, after removing the seasonal cycle, which leads to transient TS‐LHE, implying multi‐fractionality and multifractal‐scaling behavior that changes with time and location. Therefore, the temporal scaling analysis proposed here may provide useful and quantitative information to understand the nature of dynamic hydrologic systems. Abstract : Article impact statement : This methods note provides a timescale local Hurst exponent and a systematic statistical method to explore theAbstract: Natural dynamics such as groundwater head fluctuations may exhibit multi‐fractionality, likely caused by multi‐scale aquifer heterogeneity and other controlling factors, whose statistics requires efficient quantification methods. As a scaling exponent, the Hurst exponent can describe the temporal correlation or multifractal behavior in groundwater level fluctuation processes. However, the scaling behavior may change with time under natural conditions, likely due to the non‐stationary evolution of internal and external conditions, which cannot be characterized by traditional methods using a single or several scaling exponents for the complex features of the overall process. This methods note quantifies the multi‐fractionality using the timescale local Hurst exponent (TS‐LHE) and then proposes a systematic statistical method to analyze groundwater head fluctuations. Time series of daily groundwater level fluctuations from three wells located in the lower Mississippi valley are analyzed, after removing the seasonal cycle, which leads to transient TS‐LHE, implying multi‐fractionality and multifractal‐scaling behavior that changes with time and location. Therefore, the temporal scaling analysis proposed here may provide useful and quantitative information to understand the nature of dynamic hydrologic systems. Abstract : Article impact statement : This methods note provides a timescale local Hurst exponent and a systematic statistical method to explore the multi‐fractional property of groundwater head fluctuations. … (more)
- Is Part Of:
- Ground water. Volume 57:Issue 3(2019)
- Journal:
- Ground water
- Issue:
- Volume 57:Issue 3(2019)
- Issue Display:
- Volume 57, Issue 3 (2019)
- Year:
- 2019
- Volume:
- 57
- Issue:
- 3
- Issue Sort Value:
- 2019-0057-0003-0000
- Page Start:
- 485
- Page End:
- 491
- Publication Date:
- 2018-11-01
- Subjects:
- Groundwater -- Periodicals
Wells -- Periodicals
Eau souterraine -- Périodiques
Puits -- Périodiques
Grondwater
Eau souterraine
Puits
Electronic journals
Périodique électronique (Descripteur de forme)
Ressource Internet (Descripteur de forme)
551.49 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1745-6584 ↗
http://onlinelibrary.wiley.com/ ↗
http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1745-6584 ↗
http://www.blackwell-synergy.com/loi/gwat ↗
http://www.umi.com/proquest ↗ - DOI:
- 10.1111/gwat.12831 ↗
- Languages:
- English
- ISSNs:
- 0017-467X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4219.450000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10098.xml