Articles | Volume 25, issue 1
https://doi.org/10.5194/hess-25-321-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-25-321-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Technical Note: Improved partial wavelet coherency for understanding scale-specific and localized bivariate relationships in geosciences
The New Zealand Institute for Plant and Food Research Limited, Private Bag 4704, Christchurch 8140, New Zealand
University of Saskatchewan, Department of Soil Science, Saskatoon, SK S7N 5A8, Canada
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Cited
96 citations as recorded by crossref.
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- Uncertainty and diversification: Analyzing the impact of energy-related and climate policy uncertainties on environmental degradation in the United States V. Yilanci et al.
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- Cryptocurrency returns and cryptocurrency uncertainty: a time–frequency analysis A. Ah Mand
- Investigating the spatiotemporal variations of extreme rainfall and its potential driving factors with improved partial wavelet coherence Y. Wang et al.
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- Divergent hydrological responses of multi-depth soil moisture variability to multiple factors on the Loess Plateau, China J. Wang et al.
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- Bivariate and Partial Wavelet Coherence analysis of aerosols impact on Global Horizontal Irradiation in Far-North and Littoral regions of Cameroon Y. Alotse et al.
- Analysis of scale-dependent spatial correlations of actual evapotranspiration measured by lysimeters X. Lu et al.
- Study on the Influence Mechanism of Extreme Precipitation on Rice Yield in Hunan from 2000 to 2023 and the Countermeasures of Agricultural Production F. Zhang et al.
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- Characterization of groundwater storage dynamics and responses to meteorological stress and climate teleconnections across river basins and climate zones in Ethiopia M. Kifelew et al.
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- The Italian fiscal sustainability in a long-run perspective C. Magazzino & M. Mutascu
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- Effects of Spring Phenology on Grassland Growth in Qilian Mountains Across Multiple Spatiotemporal Scales Y. Sun et al.
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- Spatiotemporal Dynamics of Drought–Flood Abrupt Alternations and Their Delayed Effects on Vegetation Growth in Heilongjiang River Basin H. Ma et al.
- The interrelationship between order flow, exchange rate, and the role of American economic news S. Firouzi & X. Wang
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- Evidence for increasing influence of atmospheric teleconnections on water levels in the Great Lakes A. Saber et al.
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- Revealing inconsistency of the sediment-water relationships in the Brahmaputra River: A comparative analysis of upstream and downstream cross-sections M. Rahim et al.
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- Effects of interaction of multiple large-scale atmospheric circulations on precipitation dynamics in China H. Dong et al.
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- Variability of River Runoff in Poland and Its Connection to Solar Variability D. Wrzesiński et al.
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- Temporal stability and multi-scale influences of soil water content during non-growing season in a newly reclaimed red soil in Southern China K. Liang et al.
- Stable Isotope Signatures in Tehran’s Precipitation: Insights from Artificial Neural Networks, Stepwise Regression, Wavelet Coherence, and Ensemble Machine Learning Approaches M. Heydarizad et al.
- Nexus Between COVID-19 Infections, Exchange Rates, Stock Market Return, and Temperature in G7 Countries: Novel Insights From Partial and Multiple Wavelet Coherence S. Singh et al.
96 citations as recorded by crossref.
- The (un)predictable magnetosphere: the role of the internal dynamics T. Alberti
- The effects of teleconnections and monsoon on karst spring discharge based on wavelet phase difference and partial wavelet coherence Z. Chen et al.
- Partial Wavelet Coherence to Evaluate Scale-dependent Relationships Between Precipitation/Surface Water and Groundwater Levels in a Groundwater System X. Gu et al.
- Time-Lag Effects of Winter Arctic Sea Ice on Subsequent Spring Precipitation Variability over China and Its Possible Mechanisms H. Wang et al.
- Uncertainty and diversification: Analyzing the impact of energy-related and climate policy uncertainties on environmental degradation in the United States V. Yilanci et al.
- GRACE-based groundwater drought in the Indochina Peninsula during 1979–2020: Changing properties and possible teleconnection mechanisms X. Song et al.
- Pre-whitened wavelet analysis to evaluate the relationship between environmental factors and groundwater responses at a delta plain in the downstream region of Nackdong river Basin, South Korea E. Lee & S. Kim
- Modeling GRACE-Based Groundwater Drought and its Teleconnections with Global Climate Drivers for Water Sustainability in Arid Regions J. Mallick et al.
- From Economic Policy Uncertainty to Implied Market Volatility: Nothing to Fear? L. Yang
- Spatiotemporal analysis and mechanisms of drought flood abrupt alternation events in India A. Kumar & D. Arya
- Bivariate and Partial Wavelet Coherence for Revealing the Remote Impacts of Large-Scale Ocean-Atmosphere Oscillations on Drought Variations in Xinjiang, China L. Jiang et al.
- Analyzing the streamflow teleconnections of greater Pampa basin, Kerala, India using wavelet coherence M. Mohan et al.
- Comprehensive analyses linking PM2.5 to its precursors and meteorological conditions across regions and time scale in China Y. Chen et al.
- Wavelet Transform-based Scaling Response of PM2.5 with Meteorological Factors and Other Air Pollutants Y. Liu et al.
- Evolution of Wet and Dry Spells Based on Original and Corrected Precipitation Data in Southwest China, 1961–2019 Y. Ren et al.
- Non-consistent changes and drivers of water-sediment fluxes in the yarlung tsangpo river basin of the Tibetan plateau D. Zhao et al.
- Cryptocurrency returns and cryptocurrency uncertainty: a time–frequency analysis A. Ah Mand
- Investigating the spatiotemporal variations of extreme rainfall and its potential driving factors with improved partial wavelet coherence Y. Wang et al.
- El Niño and Commodity Prices: New Findings From Partial Wavelet Coherence Analysis X. Cai & R. Sakemoto
- On the connection between large-scale climate indices and rainfall variability in Iraq S. Fadhel & D. Han
- Divergent hydrological responses of multi-depth soil moisture variability to multiple factors on the Loess Plateau, China J. Wang et al.
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- Insight into teleconnection and meteorological factors affecting glacier mass balance in the time-frequency domain through Multiple Wavelet Coherence X. Jin et al.
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- Analysis of scale-dependent spatial correlations of actual evapotranspiration measured by lysimeters X. Lu et al.
- Study on the Influence Mechanism of Extreme Precipitation on Rice Yield in Hunan from 2000 to 2023 and the Countermeasures of Agricultural Production F. Zhang et al.
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- Solar Signature in Climate Indices C. Mares et al.
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- Oil and gold return spillover and stock market elasticity during COVID-19 pandemic: A comparative study between the stock markets of oil-exporting countries and oil-importing countries in the Middle East O. Bani-Khalaf & N. Taspinar
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- Assessing the responses of vegetation to meteorological drought and its influencing factors with partial wavelet coherence analysis Z. Zhou et al.
- Characterization of groundwater storage dynamics and responses to meteorological stress and climate teleconnections across river basins and climate zones in Ethiopia M. Kifelew et al.
- Concurrent drought threatens wheat and maize production and will widen crop yield gaps in the future M. Hou et al.
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- The Italian fiscal sustainability in a long-run perspective C. Magazzino & M. Mutascu
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- Improving the understanding of the influencing factors on sea level based on wavelet coherence and partial wavelet coherence C. Song et al.
- Clarifying the relationship between annual maximum daily precipitation and climate variables by wavelet analysis T. Wang et al.
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- The Combined Effect of Atmospheric and Solar Activity Forcings on the Hydroclimate in Southeastern Europe I. Mares et al.
- Time and frequency connectedness of green equity indices: Uncovering a socially important link to Bitcoin J. Goodell et al.
- The runoff changes are controlled by combined effects of multiple regional environmental factors in the alpine hilly region of Northwest China Y. Zuo et al.
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- Multi-scale spectral characteristics of latent heat flux over flooded rice and winter wheat rotation system T. Zhang et al.
- Effects of Spring Phenology on Grassland Growth in Qilian Mountains Across Multiple Spatiotemporal Scales Y. Sun et al.
- Propagation Dynamics from Meteorological Drought to GRACE-Based Hydrological Drought and Its Influencing Factors A. Cui et al.
- Spatiotemporal Dynamics of Drought–Flood Abrupt Alternations and Their Delayed Effects on Vegetation Growth in Heilongjiang River Basin H. Ma et al.
- The interrelationship between order flow, exchange rate, and the role of American economic news S. Firouzi & X. Wang
- Partitioning and controlling factors of evapotranspiration: 2. Dynamics and controls of ratio of transpiration to evapotranspiration at multiple timescales in agroforestry system B. Li et al.
- Evidence for increasing influence of atmospheric teleconnections on water levels in the Great Lakes A. Saber et al.
- Selection of Optimal Palmer Predictors for Increasing the Predictability of the Danube Discharge: New Findings Based on Information Theory and Partial Wavelet Coherence Analysis I. Mares et al.
- Revealing inconsistency of the sediment-water relationships in the Brahmaputra River: A comparative analysis of upstream and downstream cross-sections M. Rahim et al.
- Do commodity markets catch a cold from stock markets? Modelling uncertainty spillovers using Google search trends and wavelet coherence J. Szczygielski et al.
- Quantifying the scale-dependent relationships of PM2.5 and O3 on meteorological factors and their influencing factors in the Beijing-Tianjin-Hebei region and surrounding areas S. Wu et al.
- Comovement between commodity returns in Ghana: the role of exchange rates Z. Barson et al.
- Revealing the scale- and location-specific relationship between soil organic carbon and environmental factors in China's north-south transition zone H. Tian et al.
- Comprehensive multifaceted analysis for unveiling the driving factors of groundwater decline S. Shahnazi et al.
- Gravimetry-based terrigenous freshwater extension in the southwestern South China Sea and its response to monsoon under ENSO Z. Ma & H. Fok
- Asymmetries in factors influencing non-fungible tokens’ (NFTs) returns B. Benedek & B. Nagy
- Evaluating the cumulative and time-lag effects of vegetation response to drought in Central Asia under changing environments S. Xu et al.
- Economic policy uncertainty and foreign exchange market implied volatility: A complex partial wavelet coherence approach L. Yang
- Shallow Groundwater Responses to Rainfall Based on Correlation and Spectral Analyses in the Heilonggang Region, China C. Wang et al.
- Assessment of Spatiotemporal Patterns and the Effect of the Relationship between Meteorological Drought and Vegetation Dynamics in the Yangtze River Basin Based on Remotely Sensed Data X. Dong et al.
- Understanding rate of return dynamics of cryptocurrencies: an experimental campaign K. Koszewski et al.
- Revisiting the Nexus between Turkish Tourism Index Returns and Economic Policy Uncertainty: Partial Wavelet Coherence Analysis Ö. Ceylan
- Spatiotemporal Patterns, Driving Mechanisms, and Response to Meteorological Drought of Terrestrial Ecological Drought in China Q. Qi et al.
- Spatiotemporal variations of extreme weather events and climate drivers in the Three Gorges Reservoir Area and its surrounding regions from 1960 to 2020 Z. Ren et al.
- Effects of interaction of multiple large-scale atmospheric circulations on precipitation dynamics in China H. Dong et al.
- COVID-19, economic policy uncertainty and stock returns in selected European countries: a wavelet analysis E. Kouassi et al.
- Influencing factors of PM2.5 concentration in the typical urban agglomerations in China based on wavelet perspective S. Wu et al.
- Watershed sediment cascades across multiple timescales: Causal relationships with hydroclimate and underlying surface attributes Z. Yue et al.
- Spatiotemporal characteristics and driving factors of groundwater drought in Nile River Basin (NRB) M. Haile et al.
- Trend changes in tourism climate suitability in China and the impact of multiple atmospheric circulation patterns Z. Ren et al.
- Time-frequency insights: Uncovering the drivers of reference evapotranspiration across China S. Zhao et al.
- Integrating SWAP and SIF anomaly to assess the responses of vegetation to the drought-flood abrupt alternation in the middle and lower reaches of the Yangtze River basin, China X. Shi et al.
- Variability of River Runoff in Poland and Its Connection to Solar Variability D. Wrzesiński et al.
- Causal and time-frequency spillovers from the Southern Oscillation index to grain futures: Evidence from CBOT Corn and Soybean futures and SAFEX Maize A. Sayed et al.
- Temporal stability and multi-scale influences of soil water content during non-growing season in a newly reclaimed red soil in Southern China K. Liang et al.
- Stable Isotope Signatures in Tehran’s Precipitation: Insights from Artificial Neural Networks, Stepwise Regression, Wavelet Coherence, and Ensemble Machine Learning Approaches M. Heydarizad et al.
- Nexus Between COVID-19 Infections, Exchange Rates, Stock Market Return, and Temperature in G7 Countries: Novel Insights From Partial and Multiple Wavelet Coherence S. Singh et al.
Saved (final revised paper)
Latest update: 28 Apr 2026
Short summary
Partial wavelet coherency method is improved to explore the bivariate relationships at different scales and locations after excluding the effects of other variables. The method was tested with artificial datasets and applied to a measured dataset. Compared with others, this method has the advantages of capturing phase information, dealing with multiple excluding variables, and producing more accurate results. This method can be used in different areas with spatial or temporal datasets.
Partial wavelet coherency method is improved to explore the bivariate relationships at different...