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D. Hammerling · SciRah

Researcher profile · Semantic Scholar

D. Hammerling

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D. Hammerling — researcher profile on SciRah

h-index: 24
Works: 128
Citations: 2,619

Most-cited papers

A Case Study Competition Among Methods for Analyzing Large Spatial Data
Matthew J. Heaton, A. Datta, A. Finley, R. Furrer +10 more
2017Journal of Agricultural Biological and Environmental Statistics463 citations Open access
Semantic Scholar
A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets
D. Nychka, S. Bandyopadhyay, D. Hammerling, F. Lindgren +1 more
2015358 citations Open access
Semantic Scholar
Pushing the frontiers in climate modelling and analysis with machine learning
V. Eyring, W. Collins, P. Gentine, E. A. Barnes +25 more
2024Nature Climate Change188 citations
Semantic Scholar
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 +5 more
2019Earth System Dynamics174 citations Open access
Semantic Scholar
Evaluating lossy data compression on climate simulation data within a large ensemble
A. Baker, D. Hammerling, S. Mickelson, Haiying Xu +11 more
2016Geoscientific Model Development104 citations Open access
Semantic Scholar
Multiscale Methane Measurements at Oil and Gas Facilities Reveal Necessary Frameworks for Improved Emissions Accounting
J. Wang, William S. Daniels, D. Hammerling, Matthew Harrison +3 more
2022Environmental Science and Technology74 citations Open access
Semantic Scholar
Methods for Analyzing Large Spatial Data: A Review and Comparison
Matthew J. Heaton, A. Datta, A. Finley, R. Furrer +9 more
201753 citations
Semantic Scholar
Toward a Multi-method Approach: Lossy Data Compression for Climate Simulation Data
A. Baker, Haiying Xu, D. Hammerling, Shaomeng Li +1 more
2017ISC High Performance53 citations
Semantic Scholar
Toward Multiscale Measurement-Informed Methane Inventories: Reconciling Bottom-Up Site-Level Inventories with Top-Down Measurements Using Continuous Monitoring Systems
William S. Daniels, J. Wang, A. Ravikumar, Matthew Harrison +3 more
2023Environmental Science and Technology42 citations Open access
Semantic Scholar
A statistical analysis of lossily compressed climate model data
A. Poppick, J. Nardi, Noah Feldman, A. Baker +2 more
2020Computational Geosciences35 citations Open access
Semantic Scholar
Evaluating image quality measures to assess the impact of lossy data compression applied to climate simulation data
A. Baker, D. Hammerling, Terece L. Turton
2019Computer graphics forum (Print)35 citations Open access
Semantic Scholar
On a Structural Similarity Index Approach for Floating-Point Data
Allison H. Baker, Alexander Pinard, D. Hammerling
2022IEEE Transactions on Visualization and Computer Graphics33 citations Open access
Semantic Scholar
On the Ability of Space‐Based Passive and Active Remote Sensing Observations of CO2 to Detect Flux Perturbations to the Carbon Cycle
S. Crowell, S. R. Kawa, E. Browell, D. Hammerling +3 more
201832 citations Open access
Semantic Scholar
Modeling and emulation of nonstationary Gaussian fields
D. Nychka, D. Hammerling, M. Krock, A. Wiens
2017Spatial Statistics32 citations Open access
Semantic Scholar
By-product recovery from US metal mines could reduce import reliance for critical minerals.
E. Holley, Karlie M. Hadden, D. Hammerling, R. Eggert +2 more
2025Science31 citations
Semantic Scholar
A Bayesian hierarchical model for climate change detection and attribution
M. Katzfuss, D. Hammerling, Richard L. Smith
201731 citations Open access
Semantic Scholar
Compression and Conditional Emulation of Climate Model Output
J. Guinness, D. Hammerling
201627 citations Open access
Semantic Scholar
Nine time steps: ultra-fast statistical consistency testing of the Community Earth System Model (pyCECT v3.0)
Daniel J. Milroy, A. Baker, D. Hammerling, E. Jessup
201724 citations Open access
Semantic Scholar
Towards Characterizing the Variability of Statistically Consistent Community Earth System Model Simulations
Daniel J. Milroy, A. Baker, D. Hammerling, J. Dennis +2 more
2016International Conference on Conceptual Structures24 citations Open access
Semantic Scholar
Links Between Carbon Monoxide and Climate Indices for the Southern Hemisphere and Tropical Fire Regions
R. Buchholz, D. Hammerling, H. Worden, M. Deeter +3 more
2018Journal of Geophysical Research - Atmospheres23 citations
Semantic Scholar
Detection, localization, and quantification of single-source methane emissions on oil and gas production sites using point-in-space continuous monitoring systems
William S. Daniels, Meng Jia, D. Hammerling
2024Elem Sci Anth22 citations Open access
Semantic Scholar
The VIIRS Day/Night Band: A Flicker Meter in Space?
C. Elvidge, M. Zhizhin, David W. Keith, S. Miller +12 more
2022Remote Sensing21 citations Open access
Semantic Scholar
Reproducing Internal Variability with Few Ensemble Runs
S. Castruccio, Ziqing Hu, B. Sanderson, A. Karspeck +1 more
2019Journal of Climate21 citations Open access
Semantic Scholar
Evaluating statistical consistency in the ocean model component of the Community Earth System Model (pyCECT v2.0)
A. Baker, Yong Hu, D. Hammerling, Y. Tseng +4 more
201621 citations Open access
Semantic Scholar
DSSIM: a structural similarity index for floating-point data
A. Baker, Alexander Pinard, D. Hammerling
2022arXiv.org20 citations
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
A Multivariate Global Spatiotemporal Stochastic Generator for Climate Ensembles
M. Edwards, S. Castruccio, D. Hammerling
2019Journal of Agricultural Biological and Environmental Statistics19 citations Open access
Semantic Scholar
Keeping science on keel when software moves
D. Ahn, A. Baker, Michael Bentley, Ian Briggs +6 more
2021Communications of the ACM17 citations Open access
Semantic Scholar
Model dependence in multi-model climate ensembles: weighting, sub-selection and out-of-sample testing
G. Abramowitz, N. Herger, E. Gutmann, D. Hammerling +5 more
201817 citations Open access
Semantic Scholar
Making Root Cause Analysis Feasible for Large Code Bases: A Solution Approach for a Climate Model
Daniel J. Milroy, A. Baker, D. Hammerling, Youngsung Kim +2 more
2018IEEE International Symposium on High-Performance Parallel Distributed Computing16 citations
Semantic Scholar
Estimating Methane Emission Durations Using Continuous Monitoring Systems
William S. Daniels, Meng Jia, D. Hammerling
2024Environmental Science and Technology Letters15 citations Open access
Semantic Scholar
A fast and lightweight implementation of the Gaussian puff model for near-field atmospheric transport of trace gasses
Meng Jia, Ryker Fish, William S Daniels, Brennan Sprinkle +1 more
2025Scientific Reports14 citations Open access
Semantic Scholar
Assessing Differences in Large Spatio-temporal Climate Datasets with a New Python package
Alexander Pinard, D. Hammerling, A. Baker
20202020 IEEE International Conference on Big Data (Big Data)12 citations
Semantic Scholar
A Collaborative Effort to Improve Lossy Compression Methods for Climate Data
D. Hammerling, A. Baker, Alexander Pinard, P. Lindström
20192019 IEEE/ACM 5th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-5)11 citations Open access
Semantic Scholar
Pushing the Limit: A Hybrid Parallel Implementation of the Multi-resolution Approximation for Massive Data
Huang Huang, Lewis R. Blake, D. Hammerling
201910 citations
Semantic Scholar
Unlocking GOES: A Statistical Framework for Quantifying the Evolution of Convective Structure in Tropical Cyclones
Trey McNeely, Ann B. Lee, Kimberly M. Wood, D. Hammerling
2019Journal of Applied Meteorology and Climatology10 citations Open access
Semantic Scholar
Nonstationary Spatial Modeling of Massive Global Satellite Data
Huang Huang, Lewis R. Blake, M. Katzfuss, D. Hammerling
2021Journal of Computational And Graphical Statistics8 citations Open access
Semantic Scholar
A Statistical Analysis of Compressed Climate Model Data
A. Poppick, J. Nardi, Noah Feldman, A. Baker +1 more
20188 citations
Semantic Scholar
Climate Change Detection and Attribution
D. Hammerling, Matthias Katzfuss, Richard L. Smith
2019Handbook of Environmental and Ecological Statistics7 citations
Semantic Scholar
Quantifying the Spatial Structure of Tropical Cyclone Imagery
Trey McNeely, Ann B. Lee, D. Hammerling, Kimberly M. Wood
20196 citations
Semantic Scholar
Marginally parameterized spatio-temporal models and stepwise maximum likelihood estimation
M. Edwards, S. Castruccio, D. Hammerling
2018Computational Statistics & Data Analysis6 citations Open access
Semantic Scholar
Marginally Parametrized Spatio-Temporal Models and Stepwise Maximum Likelihood Estimation
M. Edwards, S. Castruccio, D. Hammerling
20186 citations
Semantic Scholar
Statistical Analysis of Compressed Climate Data
J. Nardi, Noah Feldman, A. Poppick, A. Baker +1 more
20186 citations
Semantic Scholar
Observation-based blended projections from ensembles of regional climate models
E. Salazar, D. Hammerling, Xia Wang, B. Sansó +2 more
2016Climatic Change6 citations
Semantic Scholar
The ensemble consistency test: from CESM to MPAS and beyond
T. Price-Broncucia, Allison H. Baker, D. Hammerling, Michael G. Duda +1 more
2025Geoscientific Model Development5 citations Open access
Semantic Scholar
Intercomparison of Three Continuous Monitoring Systems on Operating Oil and Gas Sites
William S. Daniels, Spencer G. Kidd, S. Yang, S. Stokes +2 more
2025ACS ES&T air5 citations Open access
Semantic Scholar
Multiscale Measurements of Greenhouse Gas Emissions at U.S. Natural Gas Liquefaction Terminals
Yuanrui Zhu, Gregory B. Ross, Olga Khaliukova, Selina A. Roman-White +3 more
2024Environmental Science and Technology Letters5 citations Open access
Semantic Scholar
Parametric nonstationary covariance functions on spheres
Lewis R. Blake, E. Porcu, D. Hammerling
2022Stat5 citations
Semantic Scholar
Interannual Variation of Upper Tropospheric CO over the Western Pacific Linked with Indonesian Fires
H. Matsueda, R. Buchholz, K. Ishijima, H. Worden +2 more
2019Sola5 citations Open access
Semantic Scholar
Comparison of the Gaussian plume and puff atmospheric dispersion models for methane modeling on oil and gas sites
Meng Jia, William S. Daniels, D. Hammerling
20234 citations
Semantic Scholar

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