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W. Kleiber · SciRah

Researcher profile · Semantic Scholar

W. Kleiber

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W. Kleiber — researcher profile on SciRah

h-index: 24
Works: 81
Citations: 2,300

Most-cited papers

Matérn Cross-Covariance Functions for Multivariate Random Fields
T. Gneiting, W. Kleiber, M. Schlather
2010474 citations Open access
Semantic Scholar
Cross-Covariance Functions for Multivariate Geostatistics
M. Genton, W. Kleiber
2015298 citations Open access
Semantic Scholar
Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes
W. Kleiber, R. Katz, B. Rajagopalan
2012167 citations Open access
Semantic Scholar
Probabilistic Solar Power Forecasting Using Bayesian Model Averaging
K. Doubleday, S. Jascourt, W. Kleiber, B. Hodge
2021IEEE Transactions on Sustainable Energy101 citations Open access
Semantic Scholar
Nonstationary modeling for multivariate spatial processes
W. Kleiber, D. Nychka
2012Journal of Multivariate Analysis93 citations Open access
Semantic Scholar
A Bayesian kriging approach for blending satellite and ground precipitation observations
A. Verdin, B. Rajagopalan, W. Kleiber, C. Funk
201591 citations Open access
Semantic Scholar
Kriging and Local Polynomial Methods for Blending Satellite-Derived and Gauge Precipitation Estimates to Support Hydrologic Early Warning Systems
A. Verdin, C. Funk, B. Rajagopalan, W. Kleiber
2016IEEE Transactions on Geoscience and Remote Sensing67 citations
Semantic Scholar
Multi-sensor fusion using random forests for daily fractional snow cover at 30 m
K. Rittger, M. Krock, W. Kleiber, Edward H. Bair +5 more
202165 citations Open access
Semantic Scholar
Coupled stochastic weather generation using spatial and generalized linear models
A. Verdin, B. Rajagopalan, W. Kleiber, R. Katz
2015Stochastic environmental research and risk assessment (Print)61 citations
Semantic Scholar
Journal of the American Statistical Association Geostatistical Model Averaging for Locally Calibrated Probabilistic Quantitative Precipitation Forecasting Geostatistical Model Averaging for Locally Calibrated Probabilistic Quantitative Precipitation Forecasting
W. Kleiber, A. Raftery, T. Gneiting
56 citations
Semantic Scholar
Locally Calibrated Probabilistic Temperature Forecasting Using Geostatistical Model Averaging and Local Bayesian Model Averaging
W. Kleiber, A. Raftery, J. Baars, T. Gneiting +2 more
201155 citations Open access
Semantic Scholar
A conditional stochastic weather generator for seasonal to multi-decadal simulations
A. Verdin, B. Rajagopalan, W. Kleiber, G. Podestá +1 more
201854 citations Open access
Semantic Scholar
Spatial Bayesian hierarchical modeling of precipitation extremes over a large domain
C. Bracken, Balaji Rajagopalan, Lin-Yin Cheng, W. Kleiber +1 more
201551 citations Open access
Semantic Scholar
Daily minimum and maximum temperature simulation over complex terrain
W. Kleiber, R. Katz, B. Rajagopalan
201245 citations Open access
Semantic Scholar
Spatial-temporal multivariate semi-Bayesian hierarchical framework for extreme precipitation frequency analysis
Á. Ossandón, B. Rajagopalan, W. Kleiber
202135 citations Open access
Semantic Scholar
How do tradeoffs in satellite spatial and temporal resolution impact snow water equivalent reconstruction?
Edward H. Bair, J. Dozier, K. Rittger, T. Stillinger +2 more
2023The Cryosphere30 citations Open access
Semantic Scholar
A Markov-Switching Vector Autoregressive Stochastic Wind Generator for Multiple Spatial and Temporal Scales
A. S. Hering, Karen Kazor, W. Kleiber
201529 citations Open access
Semantic Scholar
A Bayesian Logistic Regression for Probabilistic Forecasts of the Minimum September Arctic Sea Ice Cover
S. Horvath, J. Stroeve, B. Rajagopalan, W. Kleiber
2020Earth and Space Science28 citations Open access
Semantic Scholar
Nonstationary matrix covariances: compact support, long range dependence and quasi-arithmetic constructions
W. Kleiber, E. Porcu
2014Stochastic environmental research and risk assessment (Print)28 citations
Semantic Scholar
Coherence for Multivariate Random Fields
W. Kleiber
201826 citations
Semantic Scholar
BayGEN: A Bayesian Space‐Time Stochastic Weather Generator
A. Verdin, B. Rajagopalan, W. Kleiber, G. Podestá +1 more
2019Water Resources Research25 citations Open access
Semantic Scholar
Spatially varying cross-correlation coefficients in the presence of nugget effects
W. Kleiber, M. Genton
201325 citations
Semantic Scholar
A stochastic downscaling approach for generating high-frequency solar irradiance scenarios
Wenqi Zhang, W. Kleiber, A. Florita, B. Hodge +1 more
2018Solar Energy24 citations Open access
Semantic Scholar
Equivalent kriging
W. Kleiber, D. Nychka
201524 citations
Semantic Scholar
Modeling spatial data using local likelihood estimation and a Matérn to spatial autoregressive translation
A. Wiens, D. Nychka, W. Kleiber
2020Environmetrics23 citations
Semantic Scholar
Parameter tuning for a multi-fidelity dynamical model of the magnetosphere
W. Kleiber, S. Sain, Matthew J. Heaton, M. Wiltberger +2 more
201322 citations Open access
Semantic Scholar
High resolution simulation of nonstationary Gaussian random fields
W. Kleiber
2016Computational Statistics & Data Analysis21 citations Open access
Semantic Scholar
Spatial impacts of technological innovations on the levelized cost of energy for offshore wind power plants in the United States
M. Shields, P. Beiter, W. Kleiber
202119 citations Open access
Semantic Scholar
Modeling Massive Highly Multivariate Nonstationary Spatial Data with the Basis Graphical Lasso
M. Krock, W. Kleiber, D. Hammerling, Stephen Becker
2021Journal of Computational And Graphical Statistics19 citations Open access
Semantic Scholar
Nonstationary Modeling With Sparsity for Spatial Data via the Basis Graphical Lasso
M. Krock, W. Kleiber, Stephen Becker
2020Journal of Computational And Graphical Statistics19 citations
Semantic Scholar
Diagnosing, modeling, and testing a multiplicative stochastic Gent-McWilliams parameterization
Ian G. Grooms, W. Kleiber
2019Ocean Modelling17 citations Open access
Semantic Scholar
A space–time Bayesian hierarchical modeling framework for projection of seasonal maximum streamflow
Á. Ossandón, M. Brunner, B. Rajagopalan, W. Kleiber
2022Hydrology and Earth System Sciences15 citations Open access
Semantic Scholar
Nearest neighbor time series bootstrap for generating influent water quality scenarios
William J. Raseman, B. Rajagopalan, J. Kasprzyk, W. Kleiber
2020Stochastic environmental research and risk assessment (Print)15 citations
Semantic Scholar
Model Calibration via Deformation
W. Kleiber, S. Sain, M. Wiltberger
2014SIAM/ASA J. Uncertain. Quantification15 citations
Semantic Scholar
Modeling and Simulation of High-Frequency Solar Irradiance
Wenqi Zhang, W. Kleiber, A. Florita, B. Hodge +1 more
2019IEEE Journal of Photovoltaics14 citations Open access
Semantic Scholar
Emulating and calibrating the multiple‐fidelity Lyon–Fedder–Mobarry magnetosphere–ionosphere coupled computer model
Matthew J. Heaton, W. Kleiber, S. Sain, M. Wiltberger
201514 citations
Semantic Scholar
Approximate Bayesian computation methods for daily spatiotemporal precipitation occurrence simulation
Branden J. Olson, W. Kleiber
201713 citations
Semantic Scholar
Stochastic tropical cyclone precipitation field generation
W. Kleiber, S. Sain, Luke Madaus, P. Harr
2020Environmetrics12 citations Open access
Semantic Scholar
A nonstationary and non‐Gaussian moving average model for solar irradiance
Wenqi Zhang, W. Kleiber, B. Hodge, B. Mather
2021Environmetrics11 citations
Semantic Scholar
Multivariate localization functions for strongly coupled data assimilation in the bivariate Lorenz ’96 system
Z. Stanley, Ian G. Grooms, W. Kleiber
2021Nonlinear Processes in Geophysics11 citations Open access
Semantic Scholar
The modified Matérn process
Ian Laga, W. Kleiber
201711 citations
Semantic Scholar
Forecasting Magnitude and Frequency of Seasonal Streamflow Extremes Using a Bayesian Hierarchical Framework
Á. Ossandón, B. Rajagopalan, W. Kleiber
2023Water Resources Research9 citations Open access
Semantic Scholar
A Model for Large Multivariate Spatial Datasets
W. Kleiber, D. Nychka, S. Bandyopadhyay
2019Statistica sinica9 citations
Semantic Scholar
Improving Particle Filter Performance by Smoothing Observations
Gregor A. Robinson, Ian G. Grooms, W. Kleiber
2017Monthly Weather Review8 citations Open access
Semantic Scholar
Topographic change detection at Chalk Cliffs, Colorado, USA, using Airborne LiDAR and UAS-based Structure-from-Motion photogrammetry
K. Barnhart, F. Rengers, J. Ghent, G. Tucker +6 more
20197 citations
Semantic Scholar
Feature‐based validation of the Lyon‐Fedder‐Mobarry magnetohydrodynamical model
W. Kleiber, B. Hendershott, S. Sain, Michael Wiltberger
20167 citations Open access
Semantic Scholar
A Spatially‐Distributed Machine Learning Approach for Fractional Snow Covered Area Estimation
Shalini Mahanthege, W. Kleiber, K. Rittger, Balaji Rajagopalan +2 more
2024Water Resources Research6 citations Open access
Semantic Scholar
Statistical Learning and Uncommon Soil Microbiota Explain Biogeochemical Responses after Wildfire
Alexander S. Honeyman, T. Fegel, Henry F. Peel, Nicole A. Masters +4 more
2022bioRxiv6 citations Open access
Semantic Scholar
Nonstationary Multivariate Spatial Covariance Modeling
W. Kleiber, D. Nychka
20125 citations
Semantic Scholar
Surface Estimation for Multiple Misaligned Point Sets
A. Wiens, W. Kleiber, K. Barnhart, D. Sain
2019Mathematical Geosciences4 citations
Semantic Scholar

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