Publications
Peer-Reviewed Publications
Diabetic Retinopathy Screening in the Yucatan Peninsula Using Smartphone-based Fundus Photography and Deep-learning Artificial Intelligence: A Field Study
Wroblewski, J.J., Sanchez-Buenfil, E., Inciarte, M., Berdia, J., Blake, L.R., Wroblewski, S., Patti, A., Suter, G., Sanborn, G.E.: "Diabetic Retinopathy Screening in the Yucatan Peninsula Using Smartphone-based Fundus Photography and Deep-learning Artificial Intelligence: A Field Study", Journal of Diabetes Science and Technology. 2023;0(0).DOI: 10.1177/19322968231194644
Parametric Nonstationary Covariance Functions On Spheres
Blake, L.R., Porcu, E., Hammerling, D.M.: "Parametric Nonstationary Covariance Functions On Spheres", Stat, DOI: https://doi.org/10.1002/sta4.468, 2022.
Discussion on Competition for Spatial Statistics for Large Datasets
Blake, L.R., Khaliukova, O., Pinard, A., Nychka, D., Hammerling, D.M., Bandyopadhyay, S.: "Discussion on Competition for Spatial Statistics for Large Datasets", Journal of Agricultural, Biological and Environmental Statistics, DOI: https://doi.org/10.1007/s13253-021-00460-4, 2021.
Underground Mine Scheduling Under Uncertainty
Nesbitt, P., Blake, L.R., Lamas, P., Goycoolea, M., Pagnoncelli, B.K., Newman, A., Brickey, A.: "Underground Mine Scheduling Under Uncertainty", European Journal of Operational Research, Volume 294, Issue 1, DOI: https://doi.org/10.1016/j.ejor.2021.01.011, Pages 340-352, ISSN 0377-2217, 2021.
Technical Reports
Deposition of sulfur and nitrogen in Norway 2017-2021
Published:
Blake, L.R., Aas, W., Denby, B., Hjellbrekke, A., Mu, Q., Simpson, D., Ytre-Eide, M., Fagerli, H. : "Deposition of sulfur and nitrogen in Norway 2017-2021", MET Report ISSN 2387-4201, 2023.
Upgrade verification note for the CAMS near-real time global atmospheric composition service: Evaluation of the e-suite for the CAMS CY48R1 upgrade of 27 June 2023
Published:
H.J. Eskes, A. Tsikerdekis, A. Benedictow, Y. Bennouna, L. Blake, I. Bouarar, Q. Errera, J. Griesfeller, S. Basart, J. Kapsomenakis, B. Langerock, A. Mortier, I. Pison, M.R.A. Pitkänen, A. Richter, A. Schoenhardt, M. Schulz, V. Thouret, T. Warneke, C. Zerefos: "Upgrade verification note for the CAMS near-real time global atmospheric composition service: Evaluation of the e-suite for the CAMS CY48R1 upgrade of 27 June 2023", Copernicus Atmosphere Monitoring Service DOI:10.24380/rzg1-8f3l, 2023.
Validation report of the CAMS global reanalysis of aerosols and reactive trace gases, period 2003-2022
Published:
Y. Bennouna, A. Arola, A. Benedictow, L. Blake, I. Bouarar, E. Cuevas, Q. Errera, H.J. Eskes, J. Griesfeller, L. Ilic, J. Kapsomenakis, B. Langerock, A. Mortier, I. Pison, M.R.A. Pitkänen, A. Richter, A. Schoenhardt, M. Schulz, V. Thouret, A. Tsikerdekis, T. Warneke, C. Zerefos : "Validation report of the CAMS global reanalysis of aerosols and reactive trace gases, period 2003-2022", Copernicus Atmosphere Monitoring Service DOI:10.24380/1rx8-mwi7, 2023.
The Deep-Tree Approach: An Improved Parallel Matlab Implementation of the Multi-resolution Approximation for Massive Spatial Data on High-Performance Computing Systems
Published:
Blake, L.R., Huang, H., Vanderwende, B., and Hammerling, D.M.: "The Deep-Tree Approach: An Improved Parallel Matlab Implementation of the Multi-resolution Approximation for Massive Spatial Data on High-Performance Computing Systems", NCAR Technical Note NCAR/TN-565+STR, DOI: 10.5065/pzzt-wj18, 2021.
A Shallow-Tree Multi-Resolution Approximation for Distributed and High-Performance Computing Systems
Published:
Blake, L.R., Huang, H., Vanderwende, B., and Hammerling, D.M.: "A Shallow-Tree Multi-Resolution Approximation for Distributed and High-Performance Computing Systems", NCAR Technical Note NCAR/TN-559+STR, DOI: 10.5065/hvvq-j471, 2019.
Pushing the Limit: A Hybrid Parallel Implementation of the Multi-Resolution Approximation for Massive Data
Published:
Huang, H., Blake, L.R., and Hammerling, D.M.: "Pushing the Limit: A Hybrid Parallel Implementation of the Multi-Resolution Approximation for Massive Data", NCAR Technical Note NCAR/TN-551+STR, DOI: 10.5065/nnt6-q689H, 2019.
Parallel implementation and computational analysis of the multi-resolution approximation
Published:
Blake, L.R., Simonson, P., and Hammerling, D.M.: "Parallel implementation and computational analysis of the multi-resolution approximation", NCAR Technical Note NCAR/TN-551+STR, DOI: 10.5065/D6XW4HNH, 2018.
Posters
Nonstationary spatial modeling of massive global satellite data
Published:
Hammerling, D., Huang, H., Blake, L.R., Katzfuss, M.: "Nonstationary spatial modeling of massive global satellite data", Poster, Computational Statistics 2022
Student-led investigation of TROPOMI data for the US.
Published:
Hammerling, D.M., Blake, L.R., Daniels, W., Dykstal, A., and Crowell, S.: "Student-led investigation of TROPOMI data for the US.", Poster, European Geosciences Union General Assembly 2020, DOI: https://doi.org/10.5194/egusphere-egu2020-22133, 2020.
Manuscripts in Preparation and Preprints
Nonstationary Spatial Modeling of Massive Global Satellite Data
Published:
Huang, H., Blake, L.R., Katzfuss, M., Hammerling, D.M.: "Nonstationary Spatial Modeling of Massive Global Satellite Data", arXiv https://arxiv.org/abs/2111.13428, 2021