| Interpretable deep learning for spatial analysis of severe hailstorms | Monthly Weather Review | 2019-08-01 |
| Modeling and emulation of nonstationary Gaussian fields | Spatial Statistics | 2018-12-01 |
| Generation of spatial weather fields with generative adversarial networks | 4th Conference on Stochastic Weather Generators (SWGEN 2018) | 2018-10-02 |
| Reduced basis kriging for big spatial fields | Sankhya A | 2018-08-01 |
| High performance computing and spatial data: An overview of recent work at NCAR | Remote Sensing, Uncertainty Quantification and a Theory of Data Systems Workshop 2018 | 2018-02-13 |
| Emulating mean patterns and variability of temperature across and within scenarios in anthropogenic climate change experiments | Climatic Change | 2018-02-01 |
| Climate extremes: What to do with 8000 histograms? | 6th International Workshop on Climate Informatics | 2016-09-22 |
| Estimating the accuracy of user surveys for assessing the impact of HPC systems | Proceedings of the XSEDE16 Conference on Diversity, Big Data, and Science at Scale | 2016-08-01 |
| ROAM: A Radial-Basis-Function Optimization Approximation Method for diagnosing the three-dimensional coronal magnetic field | Frontiers in Astronomy and Space Sciences | 2016-07-26 |
| Quantifying uncertainty in the pattern scaling of climate models | The 13th Annual Meeting on Statistical Climatology | 2016-06-09 |
| Quantifying uncertainty in the pattern scaling of climate models [presentation] | 13th International Meeting on Statistical Climatology | 2016-06-08 |
| A Tutorial for Using 'Rmpi' on the NCAR/Wyoming Supercomputer | NCAR Technical Note | 2016-03-31 |
| A Bayesian model for quantifying the change in mortality associated with future ozone exposures under climate change | Biometrics | 2016-03-01 |
| A comparison of automated statistical quality control methods for error detection in historical radiosonde temperatures | International Journal of Climatology | 2016-01-01 |
| Statistical models for large spatial datasets [presentation] | Colorado School of Mines Lecture | 2015-09-18 |
| An ensemble-based consistency test for the Community Earth System Model | International Computing for the Atmospheric Sciences Symposium (iCAS2015) | 2015-09-15 |
| A new ensemble-based consistency test for the Community Earth System Model (pyCECT v1.0) | Geoscientific Model Development | 2015-09-09 |
| Estimating the accuracy of user surveys for assessing the impact of HPC systems [poster] | RMACC High Performance Computing Symposium 2015 | 2015-08-12 |
| 'fieldsMAGMA': A MAGMA-accelerated extension to the 'fields' spatial statistics R package | NCAR Technical Note | 2015-08-01 |
| Incorporating MAGMA into the 'fields' spatial statistics package | NCAR Technical Note | 2015-08-01 |
| Spatial statistics and fields [presentation] | 2nd Annual Graduate Workshop on Environmental Data Analytics | 2015-07-29 |
| A multiresolution Gaussian process model for the analysis of large spatial datasets | Journal of Computational and Graphical Statistics | 2015-06-16 |
| Climate extremes, computing extremes [presentation] | Big Data in Environmental Science | 2015-05-14 |
| Equivalent kriging | Spatial Statistics | 2015-05-01 |
| A new distribution mapping technique for climate model bias correction | Machine Learning and Data Mining Approaches to Climate Science | 2015-01-01 |
| A new distribution mapping technique for climate model bias correction | Machine Learning and Data Mining Approaches to Climate Science | 2015-01-01 |
| Recontructing carbon dioxide for the last 2000 years: A hierarchical success story [presentation] | UBC Presentation | 2014-10-12 |
| Impact of resolution in dynamic downscaling experiments [presentation] | Workshop on Stochastic Weather Generators | 2014-09-18 |
| The emerging anthropogenic signal in land-atmosphere carbon-cycle coupling | Nature Climate Change | 2014-09-01 |
| A methodology for evaluating the impact of data compression on climate simulation data | Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing | 2014-07-01 |
| Statistics for large spatial data [presentation] | National Science Foundation Applied Math Activities | 2014-04-15 |
| Probabilistic reconstructions of local temperature and soil moisture from tree-ring data with potentially time-varying climatic response | Climate Dynamics | 2014-04-01 |
| Estimating curves and surfaces [presentation] | Spatial Statistics for Environmental and Energy Challenges - Workshop 2014 | 2014-03-08 |
| LatticeKrig: A multi-resolution spatial model for large data [presentation] | Spatial Statistics for Environmental and Energy Challenges - Workshop 2014 | 2014-03-08 |
| Tapering covariances with Mary Jane Project example [presentation] | Spatial Statistics for Environmental and Energy Challenges - Workshop 2014 | 2014-03-08 |
| A statistical tour of an inverse problem: CO₂ reconstructions from ice cores [presentation] | Spatial Statistics for Environmental and Energy Challenges - Workshop 2014 | 2014-03-08 |
| Constructing valid spatial processes on the sphere using kernel convolutions | Environmetrics | 2014-02-01 |
| Bias correction of NARCCAP daily regional climate model output using distribution mapping [poster] | AGU Fall Meeting 2013 | 2013-12-12 |
| A multi-resolution Gaussian process model for the analysis of large spatial data sets | NCAR Technical Note | 2013-12-02 |
| Uncertain weather, uncertain climate [presentation] | Brigham Young University Lecture 2013 | 2013-10-24 |
| Nonstationary positive definite tapering on the plane | Journal of Computational and Graphical Statistics | 2013-10-01 |
| Nonstationary modeling for multivariate spatial processes | Journal of Multivariate Analysis | 2012-11-01 |
| Exact fast computation of band depth for large functional datasets: How quickly can one million curves be ranked? | Stat: The ISI's Journal for the Rapid Dissemination of Statistics Research | 2012-10-01 |
| Reduced rank covariances for the analysis of environmental data | Advanced Statistical Methods for the Analysis of Large Data-Sets | 2012-05-01 |
| Specification of wet-day daily rainfall quantiles from the mean value | Tellus Series A: Dynamic Meteorology and Oceanography | 2012-01-01 |
| Functional ANOVA and regional climate experiments: A statistical analysis of dynamic downscaling | Environmetrics | 2011-09-01 |
| Fast nonparametric quantile regression with arbitrary smoothing methods | Journal of Computational and Graphical Statistics | 2011-06-01 |
| Nonstationary covariance modeling for incomplete data: Monte Carlo EM approach | Computational Statistics & Data Analysis | 2011-06-01 |
| Discussion of: A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable? | Annals of Applied Statistics | 2011-01-01 |
| The value of multiproxy reconstruction of past climate | Journal of the American Statistical Association | 2010-09-01 |
| Forecasting skill of model averages | Stochastic Environmental Research and Risk Assessment | 2010-07-01 |
| Spatial forecast verification: Thin plate splines | Unspecified | 2009-06-18 |
| Testing theories to explore the drivers of cities' atmospheric emissions | AMBIO | 2009-06-01 |
| Bayesian modeling of uncertainty in ensembles of climate models | Journal of the American Statistical Association | 2009-03-01 |
| Tracking of multiple merging and splitting targets: A statistical perspective | Statistica Sinica | 2009-01-01 |
| Interpolating fields of carbon monoxide data using a hybrid statistical-physical model [supplement] | Annals of Applied Statistics | 2008-12-01 |
| Interpolating fields of carbon monoxide data using a hybrid statistical-physical model [supplement] | Annals of Applied Statistics | 2008-12-01 |
| Covariance tapering for likelihood-based estimation in large spatial data sets | Journal of the American Statistical Association | 2008-12-01 |
| Parameter estimation for computationally intensive nonlinear regression with an application to climate modeling | Annals of Applied Statistics | 2008-12-01 |
| Interpolating fields of carbon monoxide data using a hybrid statistical-physical model | Annals of Applied Statistics | 2008-12-01 |
| Consistency of modelled and observed temperature trends in the tropical troposphere | International Journal of Climatology | 2008-11-15 |
| Development and greenhouse gas emissions deviate from the 'modernization' theory and 'convergence' hypothesis | Climate Research | 2008-11-04 |
| Local eigenvalue analysis of CMIP3 climate model errors | Tellus Series A: Dynamic Meteorology and Oceanography | 2008-10-01 |
| Semi-parametric discrete choice measures of willingness to pay | Economics Letters | 2008-10-01 |
| Spatial analysis to quantify numerical model bias and dependence: How many climate models are there? | Journal of the American Statistical Association | 2008-09-01 |
| A multiresolution census algorithm for calculating vortex statistics in turbulent flows | Journal of the Royal Statistical Society: Series C | 2008-06-01 |
| An investigation into the application of an ensemble Kalman smoother to high-dimensional geophysical systems | Tellus Series A: Dynamic Meteorology and Oceanography | 2008-01-01 |
| The role of pseudo data for robust smoothing with application to wavelet regression | Biometrika | 2007-12-01 |
| The 'hockey stick' and the 1990s: A statistical perspective on reconstructing hemispheric temperatures | Tellus Series A: Dynamic Meteorology and Oceanography | 2007-10-01 |
| Multivariate Bayesian analysis of atmosphere-ocean general circulation models | Environmental and Ecological Statistics | 2007-09-01 |
| Bayesian spatial modeling of extreme precipitation return levels | Journal of the American Statistical Association | 2007-09-01 |
| Spatial patterns of probabilistic temperature change projections from a multivariate Bayesian analysis | Geophysical Research Letters | 2007-03-31 |
| A framework to understand the asymptotic properties of Kriging and splines | Journal of the Korean Statistical Society | 2007-01-01 |
| A multivariate spatial model for soil water profiles | Journal of Agricultural, Biological, and Environmental Statistics | 2006-12-01 |
| Multivariate sensitivity analysis of saturated flow through simulated highly heterogeneous groundwater aquifers | Journal of Computational Physics | 2006-09-01 |
| Covariance tapering for interpolation of large spatial datasets | Journal of Computational and Graphical Statistics | 2006-07-01 |
| Spatial models for the distribution of extremes | Hierarchical Modelling for the Environmental Sciences: Statistical Methods and Applications | 2006-06-01 |
| Sensitivity of ecological models to their climate drivers: Statistical ensembles for forcing | Ecological Applications | 2006-02-01 |
| A comparison of a GCM response to historical anthropogenic land cover change and model sensitivity to uncertainty in present day land cover representations | Climate Dynamics | 2005-11-01 |
| A state-space model for ocean drifter motions dominated by inertial oscillations | Journal of Geophysical Research-Oceans | 2005-10-14 |
| Statistical methods for spatial data [presentation] | Joint Statistical Meeting of the American Statistical Association 2005 | 2005-08-10 |
| Statistical models for monitoring and regulating ground-level ozone | Environmetrics | 2005-08-01 |
| Regional probabilities of precipitation change: A Bayesian analysis of multimodel simulations | Geophysical Research Letters | 2004-12-01 |
| Changes in frost days in simulations of 21st century climate | Climate Dynamics | 2004-10-01 |
| Spatial models for the distribution of extremes [presentation] | Graybill Conference 2004 | 2004-06-17 |
| R at NCAR [presentation] | useR! 2004 - The R User Conference | 2004-05-21 |
| Toward a nonlinear ensemble filter for high-dimensional systems | Journal of Geophysical Research-Atmospheres | 2003-12-24 |
| Mesoscale correlation length scales from NSCAT and minimet surface wind retrievals in the Labrador Sea | Journal of Atmospheric and Oceanic Technology | 2003-04-01 |
| Comments on ''Calculation of average, uncertainty range, and reliability of regional climate changes from aogcm simulations via the 'Reliability Ensemble Averaging' (REA) method'' | Journal of Climate | 2003-03-01 |
| Multi-resolution time series analysis applied to solar irradiance and climate reconstructions | Journal of Atmospheric and Solar-Terrestrial Physics | 2003-01-01 |
| Winds from a Bayesian hierarchical model: Computation for atmosphere-ocean research | Journal of Computational and Graphical Statistics | 2003-01-01 |
| Flexible discriminant techniques for forecasting clear-air turbulence | Environmetrics | 2002-12-01 |
| Modes of high-latitude electric field variability derived from DE-2 measurements: Empirical Orthogonal Function (EOF) analysis | Geophysical Research Letters | 2002-04-01 |
| Multiresolution models for nonstationary spatial covariance functions | Statistical Modelling: An International Journal | 2002-01-01 |
| Spatiotemporal hierarchical Bayesian modeling: Tropical ocean surface winds | Journal of the American Statistical Association | 2001-04-01 |
| Changes in surface air temperature caused by desiccation of the Aral Sea | Journal of Climate | 2001-02-01 |
| Confidence intervals for nonparametric curve estimates: Toward more uniform pointwise coverage | Journal of the American Statistical Association | 2001-01-01 |
| A nonparametric multiple choice method within the random utility framework | Journal of Econometrics | 2000-08-01 |
| Challenges in understanding the atmosphere | Journal of the American Statistical Association | 2000-06-01 |
| A nonparametric approach to stochastic discount factor estimation | Advances in Econometrics | 2000-06-01 |
| Statistical significance of trends and trend differences in layer-average temperature time series | Journal of Geophysical Research-Atmospheres | 2000-03-27 |
| Confidence intervals for trend estimates with autocorrelated observations | Unspecified | 2000-01-24 |
| Some statistical considerations associated with the data assimilation of precipitation observations | Quarterly Journal of the Royal Meteorological Society | 2000-01-01 |
| Smoothing hazard functions for telemetry survival data in wildlife studies | Bird Study | 1999-06-25 |
| An algorithm for the construction of spatial coverage designs with implementation in SPLUS | Computers & Geosciences | 1998-06-15 |
