Publications
Peer-Reviewed Publications
Nonstationary spatial modeling of massive global satellite data
Huang, H., Blake, L.R., Katzfuss, M., Hammerling, D.M.: "Nonstationary spatial modeling of massive global satellite data", Journal of Computational and Graphical Statistics, DOI: https://doi.org/10.1080/10618600.2024.2441986, 2024.
Technical note: Evaluation of the Copernicus Atmosphere Monitoring Service Cy48R1 upgrade of June 2023
Eskes, H., Tsikerdekis, A., Ades, M., Alexe, M., Benedictow, A.C., Bennouna, Y., Blake, L., Bouarar, I., Chabrillat, S., Engelen, R., Errera, Q., Flemming, J., Garrigues, S., Griesfeller, J., Huijnen, V., Ilić, L., Inness, A., Kapsomenakis, J., Kipling, Z., Langerock, B., Mortier, A., Parrington, M., Pison, I., Pitkänen, M., Remy, S., Richter, A., Schoenhardt, A., Schulz, M., Thouret, V., Warneke, T., Zerefos, C., Peuch, V.-H.: "Technical note: Evaluation of the Copernicus Atmosphere Monitoring Service Cy48R1 upgrade of June 2023", Atmospheric Chemistry and Physics, 24(16), 9475-9514, DOI: https://doi.org/10.5194/acp-24-9475-2024, 2024.
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
Transboundary particulate matter, photo-oxidants, acidifying and eutrophying components
Published:
Fagerli, H., Aas, E.C.R., Benedictow, A., Blake, L., van Caspel, W., Rolstad Denby, B., Gauss, M., Heinesen, D., Klein, H., Lange, G.F., Lundin, T., Mousing, E.A., Mortier, A.M., Nyíri, Á., Olivié, D., Segers, A., Simpson, D., Tsyro, S., Ulimoen, M., Valdebenito, Á., Wind, P., Wærsted, E.G., et al.: "Transboundary particulate matter, photo-oxidants, acidifying and eutrophying components", EMEP Status Report 1/2025, Norwegian Meteorological Institute, https://emep.int/publ/reports/2025/EMEP_Status_Report_1_2025.pdf, 2025.
Transboundary particulate matter, photo-oxidants, acidifying and eutrophying components
Published:
Fagerli, H., Benedictow, A., Blake, L., van Caspel, W., Rolstad Denby, B., Gauss, M., Jonson, J.E., Klein, H., Lange, G.F., Mousing, E.A., Nyíri, Á., Olivié, D., Segers, A., Simpson, D., Tsyro, S., Valdebenito, Á., Wind, P., et al.: "Transboundary particulate matter, photo-oxidants, acidifying and eutrophying components", EMEP Status Report 1/2024, Norwegian Meteorological Institute, https://emep.int/publ/reports/2024/EMEP_Status_Report_1_2024.pdf, 2024.
Validation report of the CAMS near-real-time global atmospheric composition service: Period March – May 2024
Published:
Kapsomenakis, J., Arola, A., Benedictow, A., Bennouna, Y., Blake, L., Bouarar, I., Cuevas, E., Errera, Q., Eskes, H.J., Gkikas, A., Griesfeller, J., Basart, S., Kouyate, M., Langerock, B., Mortier, A., Pitkänen, M.R.A., Pison, I., Ramonet, M., Richter, A., Schoenhardt, A., Schulz, M., Tarniewicz, J., Thouret, V., Tsikerdekis, A., Warneke, T., Zerefos, C.: "Validation report of the CAMS near-real-time global atmospheric composition service: Period March – May 2024", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/qvu9-jaui, https://atmosphere.copernicus.eu/node/1225, 2024.
Validation report of the CAMS near-real-time global atmospheric composition service: Period December 2023 – February 2024
Published:
Bouarar, I., Arola, A., Benedictow, A., Bennouna, Y., Blake, L., Cuevas, E., Errera, Q., Eskes, H.J., Griesfeller, J., Basart, S., Kapsomenakis, J., Kouyate, M., Langerock, B., Mortier, A., Pitkänen, M.R.A., Pison, I., Ramonet, M., Richter, A., Schoenhardt, A., Schulz, M., Tarniewicz, J., Thouret, V., Tsikerdekis, A., Warneke, T., Zerefos, C.: "Validation report of the CAMS near-real-time global atmospheric composition service: Period December 2023 – February 2024", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/n70-g3w3, https://atmosphere.copernicus.eu/node/1178, 2024.
Validation report of the CAMS near-real-time global atmospheric composition service Period September – November 2023
Published:
Warneke, T., Arola, A., Benedictow, A., Bennouna, Y., Blake, L., Bouarar, I., Errera, Q., Eskes, H.J., Griesfeller, J., Ilić, L., Kapsomenakis, J., Kouyate, M., Langerock, B., Mortier, A., Pitkänen, M.R.A., Pison, I., Ramonet, M., Richter, A., Schoenhardt, A., Schulz, M., Tarniewicz, J., Thouret, V., Tsikerdekis, A., Zerefos, C.: "Validation report of the CAMS near-real-time global atmospheric composition service Period September – November 2023", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/90z9-nva, https://atmosphere.copernicus.eu/node/1123, 2024.
Validation report of the CAMS global reanalysis of aerosols and reactive trace gases, years 2003-2023
Published:
Langerock, B., Arola, A., Benedictow, A., Bennouna, Y., Blake, L., Bouarar, I., Cuevas, E., Errera, Q., Eskes, H.J., Griesfeller, J., Ilic, L., Kapsomenakis, J., Mortier, A., Pison, I., Pitkänen, M.R.A., Richter, A., Schoenhardt, A., Schulz, M., Thouret, V., Tsikerdekis, A., Warneke, T., Zerefos, C.: "Validation report of the CAMS global reanalysis of aerosols and reactive trace gases, years 2003-2023", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/g8h7-kd21, https://atmosphere.copernicus.eu/node/1140, 2024.
Validation report of the CAMS near-real-time global atmospheric composition service Period June – August 2023
Published:
Kouyate, M., Arola, A., Benedictow, A., Bennouna, Y., Blake, L., Bouarar, I., Cuevas, E., Errera, Q., Eskes, H.J., Griesfeller, J., Basart, S., Kapsomenakis, J., Langerock, B., Mortier, A., Pitkänen, M.R.A., Pison, I., Ramonet, M., Richter, A., Schoenhardt, A., Schulz, M., Tarniewicz, J., Thouret, V., Tsikerdekis, A., Warneke, T., Zerefos, C.: "Validation report of the CAMS near-real-time global atmospheric composition service Period June – August 2023", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/a7as-qaeg, https://atmosphere.copernicus.eu/node/1105, 2024.
Upgrade verification note for the CAMS near-real time global atmospheric composition service: Evaluation of the e-suite for the CAMS CY49R1 upgrade
Published:
Eskes, H.J., Tsikerdekis, A., Benedictow, A., Bennouna, Y., Blake, L., Bouarar, I., Errera, Q., Gkikas, A., Griesfeller, J., Basart, S., Kapsomenakis, J., Langerock, B., Mortier, A., Op de Beeck, M., Pison, I., Pitkänen, M.R.A., Richter, A., Schoenhardt, A., Schulz, M., Thouret, V., Warneke, T., Zerefos, C.: "Upgrade verification note for the CAMS near-real time global atmospheric composition service: Evaluation of the e-suite for the CAMS CY49R1 upgrade", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/bhen-j48m, https://atmosphere.copernicus.eu/node/1236, 2024.
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.
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:
Eskes, H.J., Tsikerdekis, A., Benedictow, A., Bennouna, Y., Blake, L., Bouarar, I., Errera, Q., Griesfeller, J., Ilic, L., Kapsomenakis, J., Langerock, B., Mortier, A., Pison, I., Pitkänen, M.R.A., Richter, A., Schoenhardt, A., Schulz, M., Thouret, V., Warneke, T., Zerefos, C.: "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, https://atmosphere.copernicus.eu/node/1009, 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.
Validation report of the CAMS near-real-time global atmospheric composition service Period March – May 2023
Published:
Pitkänen, M.R.A., Arola, A., Bennouna, Y., Benedictow, A., Blake, L., Bouarar, I., Cuevas, E., Errera, Q., Eskes, H.J., Griesfeller, J., Basart, S., Kapsomenakis, J., Langerock, B., Mortier, A., Pison, I., Ramonet, M., Richter, A., Schoenhardt, A., Schulz, M., Tarniewicz, J., Thouret, V., Tsikerdekis, A., Warneke, T., Zerefos, C.: "Validation report of the CAMS near-real-time global atmospheric composition service Period March – May 2023", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/ac0r-ao9u, https://atmosphere.copernicus.eu/node/1058, 2023.
Observations used for the validation of the CAMS global products
Published:
Eskes, H.J., Bennouna, Y., Blake, L., Errera, Q., Basart, S., Kapsomenakis, J., Langerock, B., Pitkänen, M.R.A., Ramonet, M., Richter, A., Schoenhardt, A., Schulz, M., Warneke, T., Zerefos, C.: "Observations used for the validation of the CAMS global products", Copernicus Atmosphere Monitoring Service, DOI: 10.24380/hnqd-t9zz, https://atmosphere.copernicus.eu/node/1098, 2023.
Validation report of the CAMS global reanalysis of aerosols and reactive trace gases, period 2003-2022
Published:
Bennouna, Y., Arola, A., Benedictow, A., Blake, L., Bouarar, I., Cuevas, E., Errera, Q., Eskes, H.J., Griesfeller, J., Ilic, L., Kapsomenakis, J., Langerock, B., Mortier, A., Pison, I., Pitkänen, M.R.A., Richter, A., Schoenhardt, A., Schulz, M., Thouret, V., Tsikerdekis, A., Warneke, T., Zerefos, C.: "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, https://atmosphere.copernicus.eu/node/1011, 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.