D. Nychka

PROFILE

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Aliases
D. W. Nychka, D Nychka, D. Nychka, Douglas Nychka, Doug Nychka, Douglas W Nychka, Douglas W. Nychka, Douglass Nychka
Publication record
223 papers · 12,380 citations · H-index 51

PAPERS

A Gaussian Process Model for Insulin Secretion Reconstruction with Uncertainty Quantification: Applications in Cystic Fibrosis
20234 citationsauthor #3
Fast parameter estimation of generalized extreme value distribution using neural networks
202316 citationsauthor #4
Regridding uncertainty for statistical downscaling of solar radiation
20235 citationsauthor #2
Functional forecasting of dissolved oxygen in high‐frequency vertical lake profiles
20228 citationsauthor #3
Global Ensemble of Temperatures over 1850–2018: Quantification of Uncertainties in Observations, Coverage, and Spatial modelling (GETQUOCS)
20210 citationsauthor #2
Discussion on Competition for Spatial Statistics for Large Datasets
20210 citationsauthor #4
Global ensemble of temperatures over 1850–2018: quantification of uncertainties in observations, coverage, and spatial modeling (GETQUOCS)
20212 citationsauthor #2
Adapting conditional simulation using circulant embedding for irregularly spaced spatial data
20214 citationsauthor #3
A Conversation with Grace Wahba
20201 citationsauthor #1
Nonrigid Registration Using Gaussian Processes and Local Likelihood Estimation
20201 citationsauthor #3
30 Years of space–time covariance functions
202099 citationsauthor #3
Tools for Spatial Data [R package fields version 11.6]
202015 citationsauthor #1
Modeling spatial data using local likelihood estimation and a Matérn to spatial autoregressive translation
202019 citationsauthor #2
Rapid numerical approximation method for integrated covariance functions over irregular data regions
20200 citationsauthor #2
Fast covariance parameter estimation of spatial Gaussian process models using neural networks
202045 citationsauthor #2
A Model for Large Multivariate Spatial Datasets
20197 citationsauthor #2
Parallel cross-validation: A scalable fitting method for Gaussian process models
20199 citationsauthor #2
Multi-Resolution Kriging Based on Markov Random Fields [R package LatticeKrig version 8.4]
20190 citationsauthor #1
Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms
2019158 citationsauthor #3
Fact Sheet for “Consistency of Modeled and Observed Temperature Trends in the Tropical Troposphere”
20182 citationsauthor #14
Reduced Basis Kriging for Big Spatial Fields
20181 citationsauthor #3
High performance computing and spatial data: An overview of recent work at NCAR
20180 citationsauthor #7
Reduced Basis Kriging for Big Spatial Fields
20180 citationsauthor #3
Generation of spatial weather fields with generative adversarial networks
20182 citationsauthor #3
Emulating mean patterns and variability of temperature across and within scenarios in anthropogenic climate change experiments
201841 citationsauthor #2
Modeling Precipitation Extremes using Log-Histospline
20181 citationsauthor #2
Estimating precipitation extremes using the log‐histospline
201821 citationsauthor #2
A Case Study Competition Among Methods for Analyzing Large Spatial Data
2017439 citationsauthor #12
Proceedings of the 7th International Workshop on Climate Informatics: CI 2017
20170 citationsauthor #3
Modeling and emulation of nonstationary Gaussian fields
201730 citationsauthor #1
Evaluation of Deep Learning Representations of Spatial Storm Data
20172 citationsauthor #3
Methods for Analyzing Large Spatial Data: A Review and Comparison
201753 citationsauthor #11
Spatial Analysis in Climatology
20170 citationsauthor #1
A comparison of automated statistical quality control methods for error detection in historical radiosonde temperatures
20165 citationsauthor #5
ROAM: A Radial-Basis-Function Optimization Approximation Method for Diagnosing the Three-Dimensional Coronal Magnetic Field
201610 citationsauthor #2
A Bayesian model for quantifying the change in mortality associated with future ozone exposures under climate change
201614 citationsauthor #3
Constraining coronal magnetic field models using coronal polarimetry
20161 citationsauthor #2
Quantifying uncertainty in the pattern scaling of climate models [presentation]
20160 citationsauthor #1
Estimating the Accuracy of User Surveys for Assessing the Impact of HPC Systems
20162 citationsauthor #3
A Tutorial for Using 'Rmpi' on the NCAR/Wyoming Supercomputer
20160 citationsauthor #2
Tools for Spatial Data
2016174 citationsauthor #1
Estimating Lyapunov Exponents with Nonparametric Regression
20160 citationsauthor #4
A new distribution mapping technique for climate model bias correction
201558 citationsauthor #2
'fieldsMAGMA': A MAGMA-accelerated extension to the 'fields' spatial statistics R package
20150 citationsauthor #2
A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets
2015340 citationsauthor #1
Three-Dimensional Reconstruction of the Electron Density in the Solar Corona
20150 citationsauthor #2
Climate extremes, computing extremes [presentation]
20150 citationsauthor #1
Incorporating MAGMA into the 'fields' spatial statistics package
20152 citationsauthor #6
Statistical models for large spatial datasets [presentation]
20150 citationsauthor #1
A new ensemble-based consistency test for the Community Earth System Model (pyCECT v1.0)
201560 citationsauthor #11
Evaluation of Statistical Downscaling Skill at Reproducing Extreme Events
20150 citationsauthor #3
Equivalent kriging
201524 citationsauthor #2
Multiresolution Kriging Based on Markov Random Fields
20156 citationsauthor #1
Probabilistic reconstructions of local temperature and soil moisture from tree-ring data with potentially time-varying climatic response
201542 citationsauthor #5
Estimating curves and surfaces [presentation]
20140 citationsauthor #1
Impact of resolution in dynamic downscaling experiments [presentation]
20140 citationsauthor #2
Tapering covariances with Mary Jane Project example [presentation]
20140 citationsauthor #1
The emerging anthropogenic signal in land–atmosphere carbon-cycle coupling
201431 citationsauthor #3
Statistical science: contributions to the Administration's research priority on climate change
20143 citationsauthor #8
LatticeKrig: A multi-resolution spatial model for large data [presentation]
20141 citationsauthor #1
Statistics for large spatial data [presentation]
20140 citationsauthor #1
A Semi-Parametric Method for Robust Multivariate Error Detection in Skewed Functional Data with Application to Historical Radiosonde Winds
20140 citationsauthor #3
Toward a Simple Probabilistic GCM Emulator for Integrated Assessment of Climate Change Impacts
20140 citationsauthor #3
Climate models, extremes and the role of statistics.
20140 citationsauthor #1
A statistical tour of an inverse problem: CO₂ reconstructions from ice cores [presentation]
20140 citationsauthor #1
Recontructing carbon dioxide for the last 2000 years: A hierarchical success story [presentation]
20140 citationsauthor #1
A methodology for evaluating the impact of data compression on climate simulation data
2014105 citationsauthor #5
Variability in Ecosystem Carbon Predictions in the CCSM4.0 Ensemble
20130 citationsauthor #3
Nonstationary Positive Definite Tapering On The Plane
201315 citationsauthor #3
Uncertain weather, uncertain climate [presentation]
20130 citationsauthor #1
Bias correction of NARCCAP daily regional climate model output using distribution mapping [poster]
20130 citationsauthor #2
Nonstationary modeling for multivariate spatial processes
201288 citationsauthor #2
Erratum and Addendum to: “Covariance Tapering for Interpolation of Large Spatial Datasets” published in the Journal of Computational and Graphical Statistics, 15, 502–523
20122 citationsauthor #3
Reduced Rank Covariances for the Analysis of Environmental Data
20125 citationsauthor #2
Spatially and temporally consistent prediction of heavy precipitation from mean values
201253 citationsauthor #2
The value of explicitly bivariate climate reconstructions from tree-ring width
20120 citationsauthor #3
Specification of wet-day daily rainfall quantiles from the mean value
201217 citationsauthor #2
Nonstationary Multivariate Spatial Covariance Modeling
20125 citationsauthor #2
Spatial‐Process Estimates as Smoothers
201288 citationsauthor #1
Exact fast computation of band depth for large functional datasets: How quickly can one million curves be ranked?
201270 citationsauthor #3
Functional ANOVA and regional climate experiments: a statistical analysis of dynamic downscaling
201141 citationsauthor #2
Discussion of: A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable?
20113 citationsauthor #1
Fast Nonparametric Quantile Regression With Arbitrary Smoothing Methods
201140 citationsauthor #3
Correction to “Fast Nonparametric Quantile Regression With Arbitrary Smoothing Methods” published in the Journal of Computational and Graphical Statistics, 20, 510–526
20110 citationsauthor #3
DRAFT — Fieldguide CHAPTER 1 — DRAFT 1 Fieldguide CHAPTER 1
20110 citationsauthor #1
Nonstationary covariance modeling for incomplete data: Monte Carlo EM approach
201125 citationsauthor #2
An Asymptotic Framework for Kriging under the Matérn Covariance Model
20100 citationsauthor #2
Rejoinder
20101 citationsauthor #2
The Value of Multiproxy Reconstruction of Past Climate
2010157 citationsauthor #2
Discussion to: A STATISTICAL ANALYSIS OF MULTIPLE TEMPERATURE PROXIES: ARE RECONSTRUCTIONS OF SURFACE TEMPERATURES OVER THE LAST 1000 YEARS RELIABLE? McShane and Wyner
20100 citationsauthor #1
Forecasting skill of model averages
201047 citationsauthor #2
Reconstructions of paleoclimate: Beyond the hockey stick. (Invited)
20100 citationsauthor #1
Testing Theories to Explore the Drivers of Cities' Atmospheric Emissions
200939 citationsauthor #3
Interpolating fields of carbon monoxide data using a hybrid statistical-physical model
200916 citationsauthor #5
Bayesian Modeling of Uncertainty in Ensembles of Climate Models
2009250 citationsauthor #3
Spatial forecast verification: Thin plate splines
20090 citationsauthor #2
Tracking of multiple merging and splitting targets: A statistical perspective
200928 citationsauthor #4
Uncertainty in Climate Predictions
20092 citationsauthor #1
A Few Results about Averaging Models: Sometimes An Individual Performs Better Than A Crowd
20080 citationsauthor #2
Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets
2008517 citationsauthor #3

TIMELINE

1981 70 citations

1983 220 citations

1984 96 citations

1987 907 citations

1988 309 citations

1989 189 citations

1990 365 citations

1991 145 citations

1992 251 citations

1993 8 citations

1994 294 citations

1995 266 citations

1996 8 citations

1997 27 citations

1998 429 citations

1999 39 citations

2000 1,004 citations

2001 537 citations

2002 261 citations

2003 367 citations

2004 302 citations

2005 906 citations

2006 800 citations

2007 815 citations

2008 917 citations

2009 335 citations

2010 205 citations

2011 109 citations

2012 328 citations

2013 15 citations

2014 140 citations

2015 532 citations

2016 206 citations

2017 524 citations

2018 68 citations

2019 174 citations

2020 180 citations

2021 6 citations

2022 8 citations

2023 25 citations

Unknown 1 citations

D. Nychka

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