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Stochastic regimes can hide the attractors in data, reconstruction algorithms can reveal them
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Resilience: insights from the U.S. LongTerm Ecological Research Network
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Extreme precipitation and phosphorus loads from two agricultural watersheds
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Extinction Risk of a Density-dependent Population Estimated from a Time Series of Population Size
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Space-for-Time Substitution as an Alternative to Long-Term Studies
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A Direct Method for the Langevin-Analysis of Multidimensional Stochastic Processes with Strong Correlated Measurement Noise
inferredcites →https://doi.org/10.1007/978-3-642-39010-4openalex-snapshot
Stochastic Foundations in Movement Ecology: Anomalous Diffusion, Front Propagation and Random Searches
inferredcites →https://doi.org/10.1007/978-3-642-61544-3openalex-snapshot
The Fokker-Planck Equation: Methods of Solution and Applications
inferredcites →https://doi.org/10.1007/978-90-481-8782-9openalex-snapshot
Long-Term Ecological Research
inferredcites →https://doi.org/10.1007/978-94-007-2351-1openalex-snapshot
Eddy covariance : a practical guide to measurement and data analysis
inferredcites →https://doi.org/10.1007/s10955-012-0506-xopenalex-snapshot
Patchiness and Demographic Noise in Three Ecological Examples
inferredcites →https://doi.org/10.1016/0960-1686(93)90292-7openalex-snapshot
Continuous measurements of hydrogen peroxide, formaldehyde, calcium and ammonium concentrations along the new grip ice core from summit, Central Greenland
inferredcites →https://doi.org/10.1016/j.jeconom.2005.07.004openalex-snapshot
Saddlepoint approximations for continuous-time Markov processes
inferredcites →https://doi.org/10.1016/j.physrep.2011.05.003openalex-snapshot
Approaching complexity by stochastic methods: From biological systems to turbulence
inferredcites →https://doi.org/10.1016/j.tree.2003.09.002openalex-snapshot
Catastrophic regime shifts in ecosystems: linking theory to observation
inferredcites →https://doi.org/10.1016/s0304-4076(03)00110-6openalex-snapshot
On the functional estimation of jump–diffusion models
inferredcites →https://doi.org/10.1016/s0375-9601(98)00283-7openalex-snapshot
Analysis of data sets of stochastic systems
inferredcites →https://doi.org/10.1029/1999gl900252openalex-snapshot
Observation of α‐stable noise induced millennial climate changes from an ice‐core record
inferredcites →https://doi.org/10.1038/269471a0openalex-snapshot
Thresholds and breakpoints in ecosystems with a multiplicity of stable states
inferredcites →https://doi.org/10.1038/364015a0openalex-snapshot
Mantle chemistry goes back into the melting pot
inferredcites →https://doi.org/10.1038/364218a0openalex-snapshot
Evidence for general instability of past climate from a 250-kyr ice-core record
inferredcites →https://doi.org/10.1046/j.1461-0248.1999.00073.xopenalex-snapshot
Linear analysis solves two puzzles in population dynamics: the route to extinction and extinction in coloured environments
inferredcites →https://doi.org/10.1063/1.4951683openalex-snapshot
Reconstruction of the modified discrete Langevin equation from persistent time series
inferredcites →https://doi.org/10.1103/physreve.60.172openalex-snapshot
Anomalous jumping in a double-well potential
inferredcites →https://doi.org/10.1103/physreve.64.041107openalex-snapshot
Modeling of nonlinear Lévy processes by data analysis
inferredcites →https://doi.org/10.1103/physreve.76.041122openalex-snapshot
Stationary states in Langevin dynamics under asymmetric Lévy noises
inferredcites →https://doi.org/10.1103/physreve.80.066104openalex-snapshot
Deriving dynamical models from paleoclimatic records: Application to glacial millennial-scale climate variability
inferredcites →https://doi.org/10.1103/physreve.97.012113openalex-snapshot
Analyzing a stochastic process driven by Ornstein-Uhlenbeck noise
inferredcites →https://doi.org/10.1111/1468-0262.00274openalex-snapshot
Maximum Likelihood Estimation of Discretely Sampled Diffusions: A Closed-form Approximation Approach
inferredcites →https://doi.org/10.1111/1468-0262.00395openalex-snapshot
Fully Nonparametric Estimation of Scalar Diffusion Models
inferredcites →https://doi.org/10.1111/ele.13085openalex-snapshot
From noise to knowledge: how randomness generates novel phenomena and reveals information
inferredcites →https://doi.org/10.1146/annurev.ecolsys.36.102003.152644openalex-snapshot
Individual-Based Modeling of Ecological and Evolutionary Processes
inferredcites →https://doi.org/10.1214/009053607000000622openalex-snapshot
Closed-Form Likelihood Expansions for Multivariate Diffusions
inferredcites →https://doi.org/10.1214/10-aos799openalex-snapshot
Kernel density estimation via diffusion
inferredcites →https://doi.org/10.1890/11-0716.1openalex-snapshot
Early warnings of unknown nonlinear shifts: a nonparametric approach
inferredcites →https://doi.org/10.1890/15-1047openalex-snapshot
Balls, cups, and quasi-potentials: quantifying stability in stochastic systems
inferredcites →https://doi.org/10.3390/su4123248openalex-snapshot
General Resilience to Cope with Extreme Events
inferredcites →https://doi.org/10.5334/jors.123openalex-snapshot
The Langevin Approach: An R Package for Modeling Markov Processes
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1111/2041-210x.70343openalex-snapshot
Inferring alternative ecosystem states with field survey data
inferred← citeshttps://doi.org/10.1186/s40168-026-02449-yopenalex-snapshot
Reconstructing community dynamics from limited observations
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