| 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 | 441 | 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 | 396 | 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 | 150 | 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 | 128 | 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 | 85 | 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 | 80 | 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 | 57 | 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 | 56 | 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 | 52 | 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 | 48 | 2013 |
| 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 | 46 | 2015 |
| Multiscale Methane Measurements at Oil and Gas Facilities Reveal Necessary Frameworks for Improved Emissions Accounting JL Wang, WS Daniels, DM Hammerling, M Harrison, K Burmaster, ... Environmental Science & Technology 56 (20), 14743-14752, 2022 | 44 | 2022 |
| A Bayesian hierarchical model for climate change detection and attribution M Katzfuss, D Hammerling, RL Smith Geophysical Research Letters 44 (11), 5720-5728, 2017 | 42 | 2017 |
| Parallel inference for massive distributed spatial data using low-rank models M Katzfuss, D Hammerling Statistics and Computing 27, 363-375, 2017 | 41 | 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 | 38 | 2019 |
| Modeling and emulation of nonstationary Gaussian fields D Nychka, D Hammerling, M Krock, A Wiens Spatial statistics 28, 21-38, 2018 | 37 | 2018 |
| 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 | 35 | 2018 |
| 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 | 30 | 2020 |
| Compression and conditional emulation of climate model output J Guinness, D Hammerling Journal of the American Statistical Association 113 (521), 56-67, 2018 | 28 | 2018 |
| Reproducing Internal Variability with Few Ensemble Runs S Castruccio, Z Hu, B Sanderson, A Karspeck, D Hammerling Journal of Climate 32 (24), 8511-8522, 2019 | 27 | 2019 |