Dorit Hammerling
Dorit Hammerling
Associate Professor of Statistics
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A case study competition among methods for analyzing large spatial data
MJ Heaton, A Datta, AO Finley, R Furrer, J Guinness, R Guhaniyogi, ...
Journal of Agricultural, Biological and Environmental Statistics 24, 398-425, 2019
A multiresolution Gaussian process model for the analysis of large spatial datasets
D Nychka, S Bandyopadhyay, D Hammerling, F Lindgren, S Sain
Journal of Computational and Graphical Statistics 24 (2), 579-599, 2015
ESD Reviews: Model dependence in multi-model climate ensembles: weighting, sub-selection and out-of-sample testing
G Abramowitz, N Herger, E Gutmann, D Hammerling, R Knutti, M Leduc, ...
Earth System Dynamics 10 (1), 91-105, 2019
Mapping of CO2 at high spatiotemporal resolution using satellite observations: Global distributions from OCO‐2
DM Hammerling, AM Michalak, SR Kawa
Journal of Geophysical Research: Atmospheres 117 (D6), 2012
Evaluating lossy data compression on climate simulation data within a large ensemble
AH Baker, DM Hammerling, SA Mickelson, H Xu, MB Stolpe, P Naveau, ...
Geoscientific Model Development 9 (12), 4381-4403, 2016
Global CO2 distributions over land from the Greenhouse Gases Observing Satellite (GOSAT)
DM Hammerling, AM Michalak, C O'Dell, SR Kawa
Geophysical Research Letters 39 (8), 2012
Methods for analyzing large spatial data: A review and comparison
MJ Heaton, A Datta, A Finley, R Furrer, R Guhaniyogi, F Gerber, ...
arXiv preprint arXiv:1710.05013 22, 2017
Toward a multi-method approach: Lossy data compression for climate simulation data
AH Baker, H Xu, DM Hammerling, S Li, JP Clyne
High Performance Computing: ISC High Performance 2017 International …, 2017
A new ensemble-based consistency test for the Community Earth System Model (pyCECT v1. 0)
AH Baker, DM Hammerling, MN Levy, H Xu, JM Dennis, BE Eaton, ...
Geoscientific Model Development 8 (9), 2829-2840, 2015
Toward assessing NARCCAP regional climate model credibility for the North American monsoon: future climate simulations
MS Bukovsky, CM Carrillo, DJ Gochis, DM Hammerling, RR McCrary, ...
Journal of Climate 28 (17), 6707-6728, 2015
LatticeKrig: Multiresolution Kriging based on Markov random fields
D Nychka, D Hammerling, S Sain, N Lenssen
URL http://CRAN. R-project. org/package= LatticeKrig, 2013
Parallel inference for massive distributed spatial data using low-rank models
M Katzfuss, D Hammerling
Statistics and Computing 27, 363-375, 2017
A Bayesian hierarchical model for climate change detection and attribution
M Katzfuss, D Hammerling, RL Smith
Geophysical Research Letters 44 (11), 5720-5728, 2017
Evaluating image quality measures to assess the impact of lossy data compression applied to climate simulation data
AH Baker, DM Hammerling, TL Turton
Computer Graphics Forum 38 (3), 517-528, 2019
On the Ability of Space‐Based Passive and Active Remote Sensing Observations of CO2 to Detect Flux Perturbations to the Carbon Cycle
SMR Crowell, S Randolph Kawa, EV Browell, DM Hammerling, B Moore, ...
Journal of Geophysical Research: Atmospheres 123 (2), 1460-1477, 2018
Modeling and emulation of nonstationary Gaussian fields
D Nychka, D Hammerling, M Krock, A Wiens
Spatial statistics 28, 21-38, 2018
Compression and conditional emulation of climate model output
J Guinness, D Hammerling
Journal of the American Statistical Association 113 (521), 56-67, 2018
Geostatistical inverse modeling for super-resolution mapping of continuous spatial processes
J Wang, DG Brown, D Hammerling
Remote sensing of environment 139, 205-215, 2013
A statistical analysis of lossily compressed climate model data
A Poppick, J Nardi, N Feldman, AH Baker, A Pinard, DM Hammerling
Computers & Geosciences 145, 104599, 2020
Towards characterizing the variability of statistically consistent community earth system model simulations
DJ Milroy, AH Baker, DM Hammerling, JM Dennis, SA Mickelson, ...
Procedia Computer Science 80, 1589-1600, 2016
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