DEVELOPMENTS IN THE MODELLING OF NONSTATIONARY SPATIAL COVARIANCE STRUCTURE FROM SPACE-TIME MONITORING DATA
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- Type
- preprint
- Published
- 2008-01-01
- Cited by
- 25
- References
- 20
- OpenAlex
- https://openalex.org/W219711488
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:117888474
Keywords
Covariance, Computer science, Space (punctuation), Covariance function, Algorithm
References
- Multivariate Analysis and Spatial/Temporal Scales: Real and Complex Models
- Fitting variogram models by weighted least squares
- Multivariate geostatistical approach to space‐time data analysis
- On the Nonparametric Estimation of Covariance Functions
- [Bayesian Computation and Stochastic Systems]: Rejoinder
- A space-time analysis of ground-level ozone data
- Bootstrap Tests and Confidence Regions for Functions of a Covariance Matrix
- Towards Bayesian image analysis
- Multivariate spatial interpolation and exposure to air pollutants
- Nonparametric Estimation of Nonstationary Spatial Covariance Structure
- Spline Models for Observational Data
- Spline Models for Observational Data.
- Spatial Covariance Estimation by Scaled-Metric Scaling and Biorthogonal Grids
- 20 Methods for estimating heterogeneous spatial covariance functions with environmental applications
Cited by
- A class of non-stationary covariance functions with compact support
- Decision making in the presence of complex dynamics from limited, batch data
- Expanding Existing Solar Irradiance Monitoring Network Using Entropy
- Estimation of Space Deformation Model for Non-stationary Random Functions
- A Bayesian nonparametric approach to modeling motion patterns
- Modeling Nonstationary Processes Through Dimension Expansion
- Analysis of the spatial correlation structure exhibited by daily rainfall in Southern Italy
- Semiparametric Estimation and Selection for Nonstationary Spatial Covariance Functions
- A space-time generator for rainfall nowcasting: the PRAISEST model
- Spatial correlation of radar and gauge precipitation data in high temporal resolution
- Blue Nile Runoff Sensitivity to Climate Change
- Space Deformation Non-stationary Geostatistical Approach for Prediction of Geological Objects: Case Study at El Teniente Mine (Chile)
- Modeling latent correlation structures with application to agricultural and environmental science
- High resolution simulation of nonstationary Gaussian random fields
- Spatial statistics and Gaussian processes: A beautiful marriage
- New Developments in Covariance Modeling and Coregionalization for the Study and Simulation of Natural Phenomena
- Nonparametric Nonstationary Modeling of Spatio-Temporal Data Through State Space Approach
- On adding and removing sensors in a solar irradiance monitoring network for areal forecasting and PV system performance evaluation
- Deep Compositional Spatial Models
- Modeling Nonstationary and Asymmetric Multivariate Spatial Covariances via Deformations
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