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Climate Time Series Analysis

https://doi.org/10.1007/978-90-481-9482-7
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Cenozoic climate changes: A review based on time series analysis of marine benthic δ18O records
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Axial obliquity control on the greenhouse carbon budget through middle‐ to high‐latitude reservoirs
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East Asian Winter Monsoon Variations and Their Links to Arctic Sea Ice During the Last Millennium, Inferred From Sea Surface Temperatures in the Okinawa Trough
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Regionalization-based spatiotemporal variations of precipitation regimes across China
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Evidence that global evapotranspiration makes a substantial contribution to the global atmospheric temperature slowdown
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The highest monthly precipitation in the area of the Ukrainian and the Polish Carpathian Mountains in the period from 1984 to 2013
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Trends in auto-correlated temperature series
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Deep Learning Applications in Hierarchical Time Series Forecasting of Market Value
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Quantification of Long-Range Persistence in Geophysical Time Series: Conventional and Benchmark-Based Improvement Techniques
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Pattern Variability in Arctic Air Temperature Records
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More accurate, calibrated bootstrap confidence intervals for estimating the correlation between two time series
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A Possible Connection between the de Vries Cycle and the Solar Dynamo
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The Application of Mixture Distribution for the Estimation of Extreme Floods in Controlled Catchment Basins
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Time series outlier removal and imputing methods based on Colombian weather stations data
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Spatio-temporal characteristics of the 8.2 and 4.2 ka BP climate events in the East Asian summer monsoon region recorded by stalagmite δ18O data
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Sea level in the Mediterranean Sea: seasonal adjustment and trend extraction within the framework of SSA
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Time Trends and Persistence in US Sea Level Data: An Investigation Using Fractional Integration Methods
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Indian Summer Monsoon variability on different timescales and deciphering its oscillations from irregularly spaced paleoclimate data using different spectral techniques
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Acycle: Time-series analysis software for paleoclimate research and education
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Integrating dinoflagellate cyst assemblages and geochemical proxies to reconstruct Campanian–Maastrichtian environments in the James Ross Basin, Antarctic Peninsula
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Kalman filter estimation for a regression model with locally stationary errors
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Problems with the current practice of spectral analysis in cyclostratigraphy: Avoiding false detection of regular cyclicity
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Global Investigation of Double Periodicity οf Hourly Wind Speed for Stochastic Simulation; Application in Greece
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Improving forecasting model for fuzzy time series using the Self-updating clustering and Bi-directional Long Short Term Memory algorithm
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What do we know about past changes in the water cycle of Central Asian headwaters? A review
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Chemo- and cyclostratigraphic records of the Albian from the Tethyan Himalaya of southern Tibet, China
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Saddlepoint approximations for short and long memory time series: A frequency domain approach
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Geological controls of discharge variability in the Thames Basin, UK from cross-spectral analyses: Observations versus modelling
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A proposed approach for combined wind and temperature loading of power transmission lines considering climate change effect
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Impact of astronomical forcing on sea-level changes and peat-swamp development in the Late Paleozoic of North China
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Hidden Markov model analysis of extreme behaviors of foreign exchange rates
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Persistence in complex systems
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Correlating paleoclimate time series: Sources of uncertainty and potential pitfalls
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Characteristics and attribution of hydroclimatic changes in East Asia before and after the Industrial Revolution
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Cyclostratigraphy, stratigraphic gaps and the duration of the Hettangian Stage (Jurassic): insights from the Blue Lias Formation of southern Britain
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Trajectories of faithfulness in child-specific phonology
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The leading mode of Indian Summer Monsoon precipitation variability during the last millennium
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Statistical modeling of in situ hiss amplitudes using ground measurements
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Obliquity forcing of organic matter accumulation during Oceanic Anoxic Event 2
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Seeing red in cyclic stratigraphy: Spectral noise estimation for astrochronology
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The Structure of Climate Variability Across Scales
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Modulation of Land Photosynthesis by the Indian Ocean Dipole: Satellite‐Based Observations and CMIP6 Future Projections
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Attribution of NAO Predictive Skill Beyond 2 Weeks in Boreal Winter
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Bias Correction and Statistical Modeling of Variable Oceanic Forcing of Greenland Outlet Glaciers
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Distinct Central and Eastern Pacific El Niño Influence on Antarctic Surface Mass Balance
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Return Levels of Dry Extreme Events in Terrestrial Water Storage From Satellite Gravimetry and CMIP6 Global Coupled Climate Models
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Enhancing Astronomical Signal Detection in Cyclostratigraphy by Superimposed Averaging of Paleoclimate Proxies
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Earth's Infrared Background: A Physics‐Based Null Hypothesis for the Global‐Scale Subannual Variability of Outgoing Longwave Radiation
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Intensification of the meridional temperature gradient in the Great Barrier Reef following the Last Glacial Maximum
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Southern Hemisphere control on Australian monsoon variability during the late deglaciation and Holocene
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Sedimentary noise and sea levels linked to land–ocean water exchange and obliquity forcing
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Insolation-driven northern Atlantic westerly wind patterns shaped the mid-Pleistocene transition in three phases
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Assessing the direction of climate interactions by means of complex networks and information theoretic tools
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Rainfall forecasting multi kernel support vector regression seasonal autoregressive integrated moving average (MKSVR-SARIMA)
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Increase of extreme events in a warming world
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Pacing of Paleozoic macroevolutionary rates by Milankovitch grand cycles
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Long‐range dependence in the runoff time series of the most important Patagonian river draining to the Pacific Ocean
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Irregularly observed time series – some asymptotics and the block bootstrap
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Significance testing of rank cross-correlations between autocorrelated time series with short-range dependence
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Empirical evidence for a global atmospheric temperature control system: physical structure
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Multi-temporal variation of the Ross Sea Polynya in response to climate forcings
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Application of Gaussian process autoregressive models for capturing the time evolution of microstructure statistics from phase-field simulations for sintering of polycrystalline ceramics
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Crisis of the chaotic attractor of a climate model: a transfer operator approach
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Global assessment of agreement among streamflow projections using CMIP5 model outputs
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Changing seasonality of panarctic tundra vegetation in relationship to climatic variables
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A statistical significance test for sea-level variability
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Darwin’s finches and climate change: insights from a resilient system
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Statistics of precipitable water vapour above the sites of the 6-m Big Telescope Alt-azimuthal and new 3-m Large Solar Telescope using ERA5 data
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Statistical Long-Term Wind Simulation in the Iberian and French Electricity System
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Path-Based Statistical Static Timing Analysis for Large Integrated Circuits in a Weak Correlation Approximation
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Analysis of relative sea level variations and trends in the Chesapeake Bay: Is there evidence for acceleration in sea level rise?
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STFT-like time frequency representations for nonstationary signal — From evenly sampled data to arbitrary nonuniformly sampled data
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Multiscale Inference and Long-Run Variance Estimation in Non-Parametric Regression with Time Series Errors
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Grain‐size component dependent storage threshold of orbital cycles in alluvial stratigraphy caused by autogenic dynamics
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Role of climate in the rise and fall of the Neo-Assyrian Empire
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Effects of sea-level variation and sedimentary noise variation on the development of biogenic reefs since the Pliocene among the Xisha Islands, South China Sea
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A wavelet-based mode decomposition
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Stratigraphic continuity and fragmentary sedimentation: the success of cyclostratigraphy as part of integrated stratigraphy
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Self-optimizing Teacher and Auto-matching Student Framework for Change-point Representation Learning in Time Series Forecasting
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Frequency-Conditioned Diffusion Models for Time Series Generation
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Target Selection in Error Selective Learning
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Does More Moisture in the Atmosphere Lead to More Intense Rains?
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Different Impacts of the East Asian Winter Monsoon on the Surface Air Temperature in North America during ENSO and Neutral ENSO Years
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Uncertainty in the Winter Tropospheric Response to Arctic Sea Ice Loss: The Role of Stratospheric Polar Vortex Internal Variability
inferred← citeshttps://doi.org/10.1186/s12302-021-00488-wopenalex-snapshot
Long-term trends of black carbon and particle number concentration in the lower free troposphere in Central Europe
inferred← citeshttps://doi.org/10.1186/s12859-019-2595-xopenalex-snapshot
Statistical significance approximation for local similarity analysis of dependent time series data
inferred← citeshttps://doi.org/10.1209/0295-5075/97/48011openalex-snapshot
Universality in the precipitation and river runoff
inferred← citeshttps://doi.org/10.12691/aees-6-1-4openalex-snapshot
Climate Variability and Associated Response of Larix griffithii in Kanchenjunga Conservation Area of Nepal
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Temperature time series analysis at Yucatan using natural and horizontal visibility algorithms
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A novel method to accurately calculate statistical significance of local similarity analysis for high-throughput time series
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Towards Handling Uncertainty in Prognostic Scenarios: Advanced Learning from the Past
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Towards Handling Uncertainty in Prognostic Scenarios: Advanced Learning from the Past
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Analysis of the simulated global temperature using a simple energy balance stochastic model
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A Comparison of Methods for Disease Progression Prediction Through a GoDARTS Study
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A wavelet–machine learning framework for time-series anomaly decomposition and Granger causal links of climatic variables over Srinagar (1972–2024)
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Extreme Meteorological Drought Threat Assessment: Periodicity of the Aguascalientes Region in Central Mexico
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FORECASTING OF TEMPERATURE IN BANGLADESH BY USING SLICED FUNCTIONAL TIME SERIES (SFTS) APPROACH
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Generation Of Weather Files Using Resampling Techniques: An Exploratory Study
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Using Bootstrap to Increase Data in Predictive Analytics with Extreme Value Distribution
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Noise-induced phenomena in the large-scale ocean circulation
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Non-linear long-term trend in volume transport through the Korea/Tsushima Strait
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Orbital cycle records in shallow unconsolidated sediments: implications for global carbon cycle and hydrate system evolution in deep-sea area sediments of the Qiongdongnan Basin
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Multi-Step Passenger Flow Prediction for Urban Metro System Based on Spatial-Temporal Graph Neural Network
inferred← citeshttps://doi.org/10.3390/cli14040079openalex-snapshot
Hydrodynamic Changes in the Gulf of California Under Different Climate Change Scenarios: 2015–2100
inferred← citeshttps://doi.org/10.3390/e26040311openalex-snapshot
PyDTS: A Python Toolkit for Deep Learning Time Series Modelling
inferred← citeshttps://doi.org/10.3390/f9040205openalex-snapshot
Drought Decreases Growth and Increases Mortality of Coexisting Native and Introduced Tree Species in a Temperate Floodplain Forest
inferred← citeshttps://doi.org/10.3390/rs5094229openalex-snapshot
Recent Declines in Warming and Vegetation Greening Trends over Pan-Arctic Tundra
inferred← citeshttps://doi.org/10.3390/rs71013664openalex-snapshot
Monitoring the Variation in Ice-Cover Characteristics of the Slave River, Canada Using RADARSAT-2 Data—A Case Study
inferred← citeshttps://doi.org/10.3390/sym13071158openalex-snapshot
Evolving Hybrid Cascade Neural Network Genetic Algorithm Space–Time Forecasting
inferred← citeshttps://doi.org/10.3390/sym17040522openalex-snapshot
FFICL-Net: A Fusing Symmetric Feature-Importance Ranking Contrastive-Learning Network for Multivariate Time-Series Classification
inferred← citeshttps://doi.org/10.3390/w18070869openalex-snapshot
Non-Stationarity of Hydroclimatic Memory—Is Hydrological Memory Changing Under Climate Warming?
inferred← citeshttps://doi.org/10.3390/w18202512openalex-snapshot
Contrasting Trends in Flood Occurrence Rates in Three Polish Catchments During 1951–2024: A Seasonal Point-Process Analysis
inferred← citeshttps://doi.org/10.3390/w9100735openalex-snapshot
Regional Climate Change Impacts on Irrigation Vulnerable Season Shifts in Agricultural Water Availability for South Korea
inferred← citeshttps://doi.org/10.3402/tellusb.v65i0.20148openalex-snapshot
To what extent do water isotope records from low accumulation Alpine ice cores reproduce instrumental temperature series?
inferred← citeshttps://doi.org/10.4236/ajcc.2013.23a001openalex-snapshot
Spatially Explicit Modeling of Long-Term Drought Impacts on Crop Production in Austria
inferred← citeshttps://doi.org/10.4236/ajcc.2015.41002openalex-snapshot
Collecting Statistical Methods for the Analysis of Climate Data as Service for Adaptation Projects
inferred← citeshttps://doi.org/10.5194/acp-13-3393-2013openalex-snapshot
Temperature-dependent accumulation mode particle and cloud nuclei concentrations from biogenic sources during WACS 2010
inferred← citeshttps://doi.org/10.5194/acp-13-4145-2013openalex-snapshot
Long-term changes of tropospheric NO 2 over megacities derived from multiple satellite instruments
inferred← citeshttps://doi.org/10.5194/acp-13-869-2013openalex-snapshot
Aerosol decadal trends – Part 1: In-situ optical measurements at GAW and IMPROVE stations
inferred← citeshttps://doi.org/10.5194/acp-13-895-2013openalex-snapshot
Aerosol decadal trends – Part 2: In-situ aerosol particle number concentrations at GAW and ACTRIS stations
inferred← citeshttps://doi.org/10.5194/acp-14-5679-2014openalex-snapshot
Linear trends in cloud top height from passive observations in the oxygen A-band
inferred← citeshttps://doi.org/10.5194/acp-15-11571-2015openalex-snapshot
Granger causality from changes in level of atmospheric CO 2 to global surface temperature and the El Niño–Southern Oscillation, and a candidate mechanism in global photosynthesis
inferred← citeshttps://doi.org/10.5194/acp-17-8619-2017openalex-snapshot
Arctic regional methane fluxes by ecotope as derived using eddy covariance from a low-flying aircraft
inferred← citeshttps://doi.org/10.5194/acp-20-8867-2020openalex-snapshot
Multidecadal trend analysis of in situ aerosol radiative properties around the world
inferred← citeshttps://doi.org/10.5194/acp-2022-28-ac2openalex-snapshot
Reply on RC2
inferred← citeshttps://doi.org/10.5194/acp-2022-28-rc1openalex-snapshot
Comment on acp-2022-28
inferred← citeshttps://doi.org/10.5194/acp-23-2579-2023openalex-snapshot
Satellite remote sensing of regional and seasonal Arctic cooling showing a multi-decadal trend towards brighter and more liquid clouds
inferred← citeshttps://doi.org/10.5194/acp-23-5355-2023openalex-snapshot
Characteristics of interannual variability in space-based XCO 2 global observations
inferred← citeshttps://doi.org/10.5194/cp-12-1313-2016openalex-snapshot
Greenland Ice Sheet influence on Last Interglacial climate: global sensitivity studies performed with an atmosphere–ocean general circulation model
inferred← citeshttps://doi.org/10.5194/cp-13-411-2017openalex-snapshot
Influence of North Pacific decadal variability on the western Canadian Arctic over the past 700 years
inferred← citeshttps://doi.org/10.5194/cp-14-21-2018openalex-snapshot
Temperature and mineral dust variability recorded in two low-accumulation Alpine ice cores over the last millennium
inferred← citeshttps://doi.org/10.5194/cp-2020-138openalex-snapshot
Circum-Indian ocean hydroclimate at the mid to late Holocene transition: The Double Drought hypothesis and consequences for the Harappan
inferred← citeshttps://doi.org/10.5194/cp-7-437-2011openalex-snapshot
Links between MIS 11 millennial to sub-millennial climate variability and long term trends as revealed by new high resolution EPICA Dome C deuterium data – A comparison with the Holocene
inferred← citeshttps://doi.org/10.5194/esd-2016-47openalex-snapshot
Identifying global patterns of stochasticity and nonlinearity in the Earth System
inferred← citeshttps://doi.org/10.5194/esd-5-1-2014openalex-snapshot
An interaction network perspective on the relation between patterns of sea surface temperature variability and global mean surface temperature
inferred← citeshttps://doi.org/10.5194/hess-15-2853-2011openalex-snapshot
Low-frequency variability of European runoff
inferred← citeshttps://doi.org/10.5194/hessd-10-13191-2013openalex-snapshot
Do land parameters matter in large-scale terrestrial water dynamics? – Toward new paradigms in modelling strategies
inferred← citeshttps://doi.org/10.5194/npg-18-389-2011openalex-snapshot
Comparison of correlation analysis techniques for irregularly sampled time series
inferred← citeshttps://doi.org/10.5194/npg-18-537-2011openalex-snapshot
Statistical inference from atmospheric time series: detecting trends and coherent structures
inferred← citeshttps://doi.org/10.5194/npg-21-605-2014openalex-snapshot
Trend analysis using non-stationary time series clustering based on the finite element method
inferred← citeshttps://doi.org/10.5194/tc-12-39-2018openalex-snapshot
Influence of temperature fluctuations on equilibrium ice sheet volume
inferred← citeshttps://doi.org/10.5194/tc-14-1537-2020openalex-snapshot
Refractory black carbon (rBC) variability in a 47-year West Antarctic snow and firn core
inferred← citeshttps://doi.org/10.5408/13-025.1openalex-snapshot
Teaching Earth Signals Analysis Using the Java-DSP Earth Systems Edition: Modern and Past Climate Change
inferred← citeshttps://doi.org/10.5821/dissertation-2117-132773openalex-snapshot
Hilbert analysis of air temperature dynamics
inferred← citeshttps://doi.org/10.5821/dissertation-2117-95633openalex-snapshot
Climate networks constructed by using information-theoretic measures and ordinal time-series analysis
inferred← citeshttps://doi.org/10.6084/m9.figshare.14429095openalex-snapshot
Additional file 1 of Long-term trends of black carbon and particle number concentration in the lower free troposphere in Central Europe
inferred← citeshttps://doi.org/10.70675/c7d3db35z156cz4d24z96dcze8b6f47bb67copenalex-snapshot
Un cadre pour évaluer les effets du changement climatique sur les ponts soumis à détérioration progressive et à des événements extrêmes : applications à l'affouillement et aux inondations
inferred← citeshttps://doi.org/10.70675/fe9f80cdz04cez4836zaa46z252893548206openalex-snapshot
Contributions to the detection and ordering of variable length discords with application to climatedata series
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