Michalak Lab Publications

Journal Papers (bold names denote Michalak lab authors, denotes open access papers)

Last Updated 3/30/16

  1. Tian, H., C. Lu, P. Ciais, A.M. Michalak, J.G. Canadell, E. Saikawa, D.N. Huntzinger, K.R. Gurney, S. Sitch, B. Zhang, J. Yang, P. Bousquet, L. Bruhwiler, G. Chen, E. Dlugokencky, P. Friedlingstein, J. Melillo, S. Pan, B. Poulter, R. Prinn, M. Saunois, C.R. Schwalm, S.C. Wofsy (2016) "The terrestrial biosphere as a net source of greenhouse gases to the atmosphere", Nature 531 (7593), 225–228, doi:10.1038/nature16946.
  2. Tadić, J.M., A.M. Michalak (2016) "On the effect of spatial variability and support on validation of remote sensing observations of CO2", Atmospheric Environment, 132, 309-316, doi:10.1016/j.atmosenv.2016.03.014.
  3. Miller, S.M., R. Commane, J.R. Melton, A.E. Andrews, J. Benmergui, E.J. Dlugokencky, G. Janssens-Maenhout, A.M. Michalak, , C. Sweeney, D.E.J. Worthy (2016) "Evaluation of wetland methane emissions across North America using atmospheric data and inverse modeling", Biogeosciences, 13 (4), 1329-1339, doi:10.5194/bg-13-1329-2016.
  4. Tadić, J.M., X. Qiu, V. Yadav, A.M. Michalak (2015) "Mapping of satellite Earth observations using moving window block kriging", Geoscientific Model Development, 8, 3311-3319, doi:10.5194/gmd-8-3311-2015.
  5. Rajaram, H., J.M. Bahr, G. Blöschl, X. Cai, D. Scott Mackay, A.M. Michalak, A. Montanari, X. Sanchez-Villa, G. Sander (2015), "A reflection on the first 50 years of Water Resources Research", Water Resources Research, 51(10), 7829–7837, doi:10.1002/2015WR018089.
  6. Mao, J., W. Fu, X. Shi, D.M. Ricciuto, J.B. Fisher, R.E. Dickinson, Y. Wei, W. Shem, S. Piao, K. Wang, C.R. Schwalm, H. Tian, M. Mu, A. Arain, P. Ciais, R. Cook, Y. Dai, D. Hayes, F.M. Hoffman, M. Huang, S. Huang, D.N. Huntzinger, A. Ito, A. Jain, A.W. King, H. Lei, C. Lu, A.M. Michalak, N. Parazoo, C. Peng, S. Peng, B. Poulter, K. Schaefer, E. Jafarov, P.E. Thornton, W. Wang, N. Zeng, Z. Zeng, F. Zhao, Q. Zhu, Z. Zhu (2015) "Disentangling climatic and anthropogenic controls on global terrestrial evapotranspiration trends", Environmental Research Letters, 10(9):094008, doi:10.1088/1748-9326/10/9/094008.
  7. Montanari, A., J. Bahr, G. Blöschl, X. Cai, D.S. Mackay, A.M. Michalak, H. Rajaram, G. Sander (2015) "50 years of water resources research legacy and perspectives for the science of hydrology introduction", Water Resources Research, 51(9), 6797–6803, doi:10.1002/ 2015WR017998.
  8. Michalak, A.M., C.B. Field (2015) "Introduction", Daedalus Journal of the American Academy of Arts & Sciences, Summer 2015: On Water, 5-6, doi:10.1162/DAED_x_00336.
  9. Field, C.B., A.M. Michalak (2015) "Water, Climate, Energy, Food: Inseparable & Indispensable", Daedalus Journal of the American Academy of Arts & Sciences, Summer 2015: On Water, 7-17, doi:10.1162/DAED_x_00337.
  10. Schwalm, C.R., D.N. Huntzinger, J.B. Fisher, A.M. Michalak, K. Bowman, P. Ciais, R. Cook, B. El-Masri, D. Hayes, M. Huang, A. Ito, A. Jain, A.W. King, H. Lei, J. Liu, C. Lu, J. Mao, S. Peng, B. Poulter, D. Ricciuto, K. Schaefer, X. Shi, B. Tao, H. Tian, W. Wang, Y. Wei, J. Yang, N. Zeng (2015), "Toward “optimal” integration of terrestrial biosphere models", Geophysical Research Letters, 42 (11), 4418–4428. doi:10.1002/2015GL064002.
  11. Tian, H., C. Lu, J. Yang, K. Banger, D.N. Huntzinger, C.R. Schwalm, A.M. Michalak, R. Cook, P. Ciais, D. Hayes, M. Huang, A. Ito, A.K. Jain, H. Lei, J. Mao, S. Pan, W.M. Post, S. Peng, B. Poulter, W. Ren, D. Ricciuto, K. Schaefer, X. Shi, B. Tao, W. Wang, Y. Wei, Q. Yang, B. Zhang, N. Zeng (2015) "Global patterns and controls of soil organic carbon dynamics as simulated by multiple terrestrial biosphere models: Current status and future directions", Global Biogeochemical Cycles, 29 (6), 775–792, doi:10.1002/2014GB005021.
  12. Fang, Y., A.M. Michalak (2015) "Atmospheric observations inform CO2 flux responses to enviroclimatic drivers", Global Biogeochemical Cycles, 29 (5), 555-566, doi:10.1002/2014GB005034.
  13. Ray, J., J. Lee, V. Yadav, S. Lefantzi, A.M. Michalak, B. van Bloemen Waanders, S. A. McKenna (2015) “A sparse reconstruction method for the estimation of multi-resolution emission fields via atmospheric inversion”, Geoscientific Model Development, 8, 1259-1273, doi:10.5194/gmd-8-1259-2015.
  14. Hammerling, D.M., S.R. Kawa, K. Schaefer, S. Doney, A.M. Michalak (2015), "Detectability of CO2 flux signals by a space-based lidar mission", Journal of Geophysical Research – Atmospheres, 120 (5), 1794-1807, doi:10.1002/2014JD022483.
  15. Obenour, D.R., A.M. Michalak, D. Scavia (2015) "Assessing biophysical controls on Gulf of Mexico hypoxia through probabilistic modeling", Ecological Applications, 25 (2), 492-505, doi:10.1890/13-2257.1.
  16. Ho, J.C., A.M. Michalak (2015) "Challenges in tracking harmful algal blooms: A synthesis of evidence from Lake Erie", Journal of Great Lakes Research, 41 (2), 317-325, doi:10.1016/j.jglr.2015.01.001.
  17. Zhou, Y., A.M. Michalak, D. Beletsky, Y.R. Rao, R.P. Richards (2015) "Record-Breaking Lake Erie Hypoxia during 2012 Drought", Environmental Science & Technology, 49 (2), 800-807, doi:10.1021/es503981n.
  18. Fang, Y., A.M. Michalak, Y.P. Shiga, V. Yadav (2014) "Using atmospheric observations to evaluate the spatiotemporal variability of CO2 fluxes simulated by terrestrial biospheric models", Biogeosciences, 11 (23), 6985-6997, doi:10.5194/bg-11-6985-2014.
  19. Li, C., E. Sinha, D.E. Horton, N.S. Diffenbaugh, A.M. Michalak (2014) "Joint bias correction of temperature and precipitation in climate model simulations", Journal of Geophysical Research – Atmospheres, 119 (23), 13153-13162, doi:10.1002/2014JD022514.
  20. Wei, Y., S. Liu, D.N. Huntzinger, A.M. Michalak, N. Viovy, W.M. Post, C.R. Schwalm, K. Schaefer, A.R. Jacobson, C. Lu, H. Tian, D.M. Ricciuto, R.B. Cook, J. Mao, X. Shi (2014) "The North American Carbon Program Multi-scale Synthesis and Terrestrial Model Intercomparison Project: Part 2 - Environmental Driver Data", Geoscientific Model Development, 7, 2875-2893, doi:10.5194/gmd-7-2875-2014.
  21. Ray, J., V. Yadav, A.M. Michalak, B. van Bloemen Waanders, S. A. McKenna (2014) “A multiresolution spatial parameterization for the estimation of fossil-fuel carbon dioxide emissions via atmospheric inversions”, Geoscientific Model Development, 7, 1901-1918, doi:10.5194/gmd-7-1901-2014.
  22. Shiga, Y.P. , A.M. Michalak, S.M. Gourdji, K.L. Mueller, V. Yadav (2014) "Detecting fossil fuel emissions patterns from subcontinental regions using North American in situ CO2 measurements", Geophysical Research Letters, 41 (12), 4381-4388, doi:10.1002/2014GL059684.
  23. Zscheischler, J., A.M. Michalak, C. Schwalm, M.D. Mahecha, D.N. Huntzinger, M. Reichstein, G. Berthier, P. Ciais, R.B. Cook, B. El-Masri, M. Huang, A. Ito, A. Jain, A. King, H. Lei, C. Lu, J. Mao, S. Peng, B. Poulter, D. Ricciuto, X. Shi, B. Tao, H. Tian, N. Viovy, W. Wang, Y. Wei, J. Yang, N. Zeng (2014) "Impact of large-scale climate extremes on biospheric carbon fluxes: An intercomparison based on MsTMIP data", Global Biogeochemical Cycles, 28 (6), 585-600, doi:10.1002/2014GB004826.
  24. Miller S.M., A.M. Michalak, S.C. Wofsy (2014) “Reply to Hristov et al.: Linking methane emissions inventories with atmospheric observations”, Proceedings of the National Academy of Sciences, 111 (14), E1321, doi: 10.1073/pnas.1401703111.
  25. Scavia, D., J.D. Allan, K.K. Arend, S. Bartell, D. Beletsky, N.S. Bosch, S.B. Brandt, R.D. Briland, I. Daloğlu, J.V. DePinto, D.M. Dolan, M.A. Evans, T.M. Farmer, D. Goto, H. Han, T.O. Höök, R. Knight, S.A. Ludsin, D. Mason, A.M. Michalak, R.P. Richards, J.J. Roberts, D.K. Rucinski, E. Rutherford, D.J. Schwab, T. Sesterhenn, H. Zhang, Y. Zhou (2014) "Assessing and addressing the re-eutrophication of Lake Erie: Central basin hypoxia", Journal of Great Lakes Research, 40 (2), 226-246, 10.1016/j.jglr.2014.02.004.
  26. Miller, S.M., D.E.J. Worthy, A.M. Michalak, S.C. Wofsy, E.A. Kort, T.C. Havice, A.E. Andrews, E.J. Dlugokencky, J.O. Kaplan, P.J. Levi, H. Tian, B. Zhang (2014) "Observational constraints on the distribution, seasonality, and environmental predictors of North American boreal methane emissions", Global Biogeochemical Cycles, 28 (2), 146-160, doi:10.1002/2013GB004580.
  27. Miller, S.M., A.M. Michalak, P.J. Levi (2014) “Atmospheric inverse modeling with known physical bounds: an example from trace gas emissions”, Geoscientific Model Development, 7, 303-315, doi:10.5194/gmd-7-303-2014.
  28. Zhou, Y., D. Scavia, A.M. Michalak (2014) "Nutrient loading and meteorological conditions explain interannual variability of hypoxia in Chesapeake Bay", Limnology & Oceanography, 59 (2), 373-384, doi:10.4319/lo.2014.59.2.0373.
  29. Huntzinger, D.N., C. Schwalm, A.M. Michalak, K. Schaefer, A.W. King, Y. Wei, A. Jacobson, S. Liu, R.B. Cook, W.M. Post, G. Berthier, D. Hayes, M. Huang, A. Ito, H. Lei, C. Lu, J. Mao, C.H. Peng, S. Peng, B. Poulter, D. Riccuito, X. Shi, H. Tian, W. Wang, N. Zeng, F. Zhao, Q. Zhu (2013) "The North American Carbon Program Multi-Scale Synthesis and Terrestrial Model Intercomparison Project – Part 1: Overview and experimental design", Geoscientific Model Development, 6, 2121-2133, doi:10.5194/gmd-6-2121-2013.
  30. Montanari, A., G. Blöschl, X. Cai, D.S. Mackay, A.M. Michalak, H. Rajaram, G. Sander (2013) “Editorial: Toward 50 years of Water Resources Research”, Water Resources Research, 49 (12), 7841-7842, doi:10.1002/2013WR014986.
  31. Chatterjee, A., A.M. Michalak (2013) “Technical Note: Comparison of ensemble Kalman filter and variational approaches for CO2 data assimilation”, Atmospheric Chemistry and Physics, 13 (23), 11643-11660, doi:10.5194/acp-13-11643-2013.
  32. Miller S.M., S.C. Wofsy, A.M. Michalak, E.A. Kort, A.E. Andrews, S.C. Biraud, E.J. Dlugokencky, J. Eluszkiewicz, M.L. Fischer, G. Janssens-Maenhout, B.R. Miller, J.B. Miller, S.A. Montzka, T. Nehrkorn, C. Sweeney (2013) “Anthropogenic emissions of methane in the United States”, Proceedings of the National Academy of Sciences, 110 (50), 20018–20022, doi:10.1073/pnas.1314392110.
  33. Chatterjee, A., R.J. Engelen, S.R. Kawa, C. Sweeney, A.M. Michalak (2013) "Background error covariance estimation for atmospheric CO2 data assimilation", Journal of Geophysical Research – Atmospheres, 118 (17), 10140-10154, doi:10.1002/jgrd.50654.
  34. Obenour, D.R., D. Scavia, N.N. Rabalais, R.E. Turner, A.M. Michalak (2013) "Retrospective Analysis of Midsummer Hypoxic Area and Volume in the Northern Gulf of Mexico, 1985-2011", Environmental Science & Technology, 47 (17), 9808-9815, doi:10.1021/es400983g.
  35. Schwalm, C.R., D.N. Huntinzger, A.M. Michalak, J.B. Fisher, J.S. Kimball, B. Mueller, K. Zhang, Y. Zhang (2013) "Sensitivity of inferred climate model skill to evaluation decisions: a case study using CMIP5 evapotranspiration", Environmental Research Letters, 8 (2), 024028, doi:10.1088/1748-9326/8/2/024028.
  36. Yadav, V., A.M. Michalak (2013) “Improving computational efficiency in large linear inverse problems: an example from carbon dioxide flux estimation”, Geoscientific Model Development, 6, 583-590, doi:10.5194/gmd-6-583-2013.
  37. Michalak, A.M., E.J. Anderson, D. Beletsky, S. Boland, N.S. Bosch, T.B. Bridgeman, J.D. Chaffin, K. Cho, R. Confesor, I. Daloğlu, J.V. DePinto, M.A. Evans, G.L. Fahnenstiel., L. He, J.C. Ho, L. Jenkins, T.H. Johengen, K.C. Kuo, E. LaPorte, X. Liu, M.R. McWilliams, M.R. Moore, D.J. Posselt, R.P. Richards, D. Scavia, A.L. Steiner, E. Verhamme, D.M. Wright, M.A. Zagorski (2013) “Record-setting algal bloom in Lake Erie caused by agricultural and meteorological trends consistent with expected future conditions”, Proceedings of the National Academy of Sciences, 110 (16), 6448-6452, doi:10.1073/pnas.1216006110.
  38. Shiga, Y.P., A.M. Michalak, S.R. Kawa, R.J. Engelen (2013) “In-situ CO2 monitoring network evaluation and design: A criterion based on atmospheric CO2 variability”, Journal of Geophysical Research – Atmospheres, 118 (4), 2007-2018, doi:10.1002/jgrd.50168.
  39. Yadav, V., K.L. Mueller, A.M. Michalak (2013) “A backward elimination discrete optimization algorithm for model selection in spatio-temporal regression models”, Environmental Modelling & Software, 42, 88-98, doi:10.1016/j.envsoft.2012.12.009.
  40. Michalak, A.M. (2013) “Atmospheric observations and inverse modeling approaches for identifying geographical sources and sinks of carbon”, in Land Use and the Carbon Cycle: Advances in Integrated Science, Management, and Policy, edited by D.G. Brown, D.T. Robinson, N.H. French, and B.C. Reed, Cambridge University Press, New York, NY, 144-177.
  41. Zhou, Y., D.R. Obenour, D. Scavia, T.H. Johengen, A.M. Michalak (2013) “Spatial and Temporal Trends in Lake Erie Hypoxia, 1987-2007”, Environmental Science & Technology, 47 (2), 899-905, doi:10.1021/es303401b.
  42. Chatterjee, A., A.M. Michalak, J.L. Anderson, K.L. Mueller, V. Yadav (2012) “Toward reliable ensemble Kalman filter estimates of CO2 fluxes”, Journal of Geophysical Research – Atmospheres, 117 (D22), D22306, doi:10.1029/2012JD018176.
  43. Obenour, D.R., A.M. Michalak, Y. Zhou, D. Scavia (2012) “Quantifying the impacts of stratification and nutrient loading on hypoxia in the Northern Gulf of Mexico”, Environmental Science and Technology, 46 (10), 5489-5496, doi:10.1021/es204481a.
  44. Huntzinger, D.N., W.M Post, Y. Wei, A.M. Michalak, T.O. West, A.R. Jacobson, I.T. Baker, J.M. Chen, K.J. Davis, D.J. Hayes, F.M. Hoffman, A.K. Jain, S. Liu, A.D. McGuire, R.P. Neilson, B. Poulter, H.Q. Tian, P. Thornton, E. Tomelleril, N. Viovy, J. Xiao, N. Zeng, M. Zhao, and R. Cook (2012) “North American Carbon Program (NACP) Regional Interim Synthesis: Terrestrial Biospheric Model Intercomparison”, Ecological Modelling, 232, 144-157, doi:10.1016/j.ecolmodel.2012.02.004.
  45. Hammerling, D.M., A.M. Michalak, C. O’Dell, S.R. Kawa (2012) “Global CO2 distributions over land from the Greenhouse Gases Observing Satellite (GOSAT)”, Geophysical Research Letters, 39 (8), L08804, doi:10.1029/2012GL051203.
  46. Miller, S.M., E.A. Kort, A.I. Hirsch, E.J. Dlugokencky, A.E. Andrews, X. Xu, H. Tian, T. Nehrkorn, J. Eluszkiewicz, A.M. Michalak, S.C. Wofsy (2012) “Regional sources of nitrous oxide over the United States: Seasonal variation and spatial distribution”, Journal of Geophysical Research – Atmospheres, 117 (D6), D06310, doi:10.1029/2011JD016951.
  47. Hammerling, D.M., A.M. Michalak, S.R. Kawa (2012) “Mapping of CO2 at high spatiotemporal resolution using satellite observations: Global distributions from OCO-2”, Journal of Geophysical Research – Atmospheres, 117 (D6), D06306, doi:10.1029/2011JD017015.
  48. Gourdji, S.M., K.L. Mueller, V. Yadav, D.N. Huntzinger, A.E. Andrews, M. Trudeau, G. Petron, T. Nehrkorn, J. Eluszkiewicz, J. Henderson, D. Wen, J. Lin, M. Fischer, C. Sweeney, A.M. Michalak (2012) “North American CO2 exchange: Inter-comparison of modeled estimates with results from a fine-scale atmospheric inversion”, Biogeosciences, 9 (1), 457-475, doi:10.5194/bg-9-457-2012.
  49. Vasys, V.N., A.R. Desai, G.A. McKinley, V. Bennington, A.M. Michalak, A.E. Andrews (2011) “The influence of carbon exchange of a large lake on regional tracer-transport inversions: results from Lake Superior”, Environmental Research Letters, 6 (3), 034016, doi:10.1088/1748-9326//6/3/034016
  50. Huntzinger, D.N., S.M. Gourdji, K.L. Mueller, A.M. Michalak (2011) “A systematic approach for comparing modeled biospheric carbon fluxes across regional scales”, Biogeosciences, 8 (6), 1579-1593, doi:10.5194/bg-8-1579-2011.
  51. Bruhwiler, L.M.P., A.M Michalak, and P.P. Tans (2011) “Spatial and temporal resolution of carbon flux estimates for 1983-2002”, Biogeosciences, 8 (5), 1309-1331, doi:10.5194/bg-8-1309-2011.
  52. Erickson, T.A., A.M. Michalak, and J.C. Lin (2011) “A data system for visualizing 4-D atmospheric CO2 models and data”, OSGeo Journal, 8, 37-47.
  53. Huntzinger, D.N., S.M. Gourdji, K.L. Mueller, A.M. Michalak (2011) “The utility of continuous atmospheric measurements for identifying biospheric CO2 Flux Variability”, Journal of Geophysical Research - Atmospheres, 116 (D6), D06110, doi:10.1029/2010JD015048.
  54. Gockede, M., D.P. Turner, A.M. Michalak, D. Vickers, B.E. Law (2010) “Sensitivity of a sub-regional scale atmospheric inverse CO2 modeling framework to boundary conditions.” Journal of Geophysical Research – Atmospheres, 115 (D24), D24112, doi:10.1029/2010JG014443.
  55. Steiner, A.L., A.J. Davis, S. Sillman, R.C. Owen, A.M. Michalak, A.M. Fiore (2010) “Observed suppression of ozone formation at extremely high temperatures due to chemical and biophysical feedbacks.” Proceedings of the National Academy of Sciences, 107 (46), 19685-19690, doi:10.1073/pnas.1008336107.
  56. Kort, E.A., A. Andrews, E. Dlugokencky, C. Sweeney, A. Hirsch, J. Eluszkiewicz, T. Nehrkorn, A. Michalak, B. Stephens, C. Gerbig, J. Miller, J. Kaplan, S. Houweling, B.C. Daube, P. Tans, S.C. Wofsy (2010) “Atmospheric constraints on 2004 emissions of methane and nitrous oxide in North America from atmospheric measurements and receptor-oriented modeling framework”, Journal of Integrative Environmental Sciences, 7, S1 (Special Issue), 125–133, doi:10.1080/19438151003767483.
  57. Yadav, V., K.L. Mueller, D. Dragoni, A.M. Michalak (2010) “A geostatistical synthesis study of factors affecting gross primary productivity in various ecosystems of North America”, Biogeosciences, 7 (9), 2655-2671, doi:10.5194/bg-7-2655-2010.
  58. Chatterjee, A., A.M. Michalak, S.R. Paradise, C.E. Miller, A.J. Braverman, R.S. Kahn (2010) “A geostatistical data fusion technique for merging remote sensing and ground-based observations of aerosol optical thickness”, Journal of Geophysical Research – Atmospheres, 115 (D20), D20207, doi:10.1029/2009JD013765.
  59. Mueller, K.L., V. Yadav, P.S. Curtis, C. Vogel, and A.M. Michalak (2010) “Attributing the variability of eddy-covariance CO2 flux measurements across temporal scales using geostatistical regression for a mixed northern hardwood forest”, Global Biogeochemical Cycles, 24 (3), GB3023, doi:10.1029/2009GB003642.
  60. Gockede, M., A.M. Michalak, D. Vickers, D.P. Turner, and B.E. Law (2010) “Atmospheric inverse modeling to constrain regional-scale CO2 budgets at high spatial and temporal resolution”, Journal of Geophysical Research – Atmospheres, 115 (D15), D15113, doi:10.1029/ 2009JD012257.
  61. Gourdji, S.M., A.I. Hirsch, K.L. Mueller, V. Yadav, A.E. Andrews, and A.M. Michalak (2010) “Regional-scale geostatistical inverse modeling of North American CO2 fluxes: A synthetic data study”, Atmospheric Chemistry and Physics, 10 (13), 6151–6167, 2010, doi:10.5194/acp-10-6151-2010.
  62. Zhou, Y., and A.M. Michalak (2009) “Characterizing attribute distributions in water sediments by geostatistical downscaling”, Environmental Science and Technology, 43 (24), 9267-9273, doi:10.1021/es901431y.
  63. Batterman, S.,  J. Eisenberg, R. Hardin, M.E. Kruk, M.C. Lemos, A.M. Michalak, B. Mukherjee, E. Renne, H. Stein, C. Watkins, and M.L. Wilson (2009), “Sustainable Control of Water-Related Infectious Diseases: A Review and Proposal for Interdisciplinary Health-Based Systems Research”, Environmental Health Perspectives, 117 (7), 1023-1032, doi:10.1289/ehp.0800423.
  64. Alkhaled, A.A., A.M. Michalak, S.R. Kawa (2008) “Using CO2 spatial variability to quantify representation errors of satellite CO2 retrievals”, Geophysical Research Letters, 35 (16), L16813, doi:10.1029/2008GL034528.
  65. Mueller, K.L., S.M. Gourdji, and A.M. Michalak (2008), “Global monthly-averaged CO2 fluxes recovered using a geostatistical inverse modeling approach: 1. Results using atmospheric measurements” Journal of Geophysical Research – Atmospheres, 113 (D21), D21114,doi:10.1029/2007JD009734.
  66. Gourdji, S.M., K.L. Mueller, K. Schaefer, and A.M. Michalak (2008) “Global monthly-averaged CO2 fluxes recovered using a geostatistical inverse modeling approach: 2. Results including auxiliary environmental data”, Journal of Geophysical Research – Atmospheres, 113 (D21), D21115, doi:10.1029/2007JD009733.
  67. Alkhaled, A.A., A.M. Michalak, S. Olsen, S.R. Kawa, J.-W. Wang (2008, “A global evaluation of the regional spatial variability of column integrated CO2 distributions”, Journal of Geophysical Research – Atmospheres, 113 (D20), D20303, doi:10.1029/2007JD009693.
  68. Michalak, A.M. (2008) “A Gibbs sampler for inequality-constrained geostatistical interpolation and inverse modeling”, Water Resources Research, 44 (9), W09437, doi:10.1029/2007WR006645.
  69. Michalak, A.M. (2008) “Adapting a fixed-lag Kalman smoother to a geostatistical atmospheric inversion framework”, Atmospheric Chemistry and Physics, 8 (22), 6789–6799, doi:10.5194/acp-8-6789-2008.
  70. Miller, C.E., D. Crisp, P.L. DeCola, S.C. Olsen, J.T. Randerson, A.M. Michalak, A. Alkhaled, P. Rayner, D.J. Jacob, P. Suntharalingam, D. Jones, A.S. Denning, M.E. Nicholls, S.C. Doney, S. Pawson, H. Boesch, B.J. Connor, I.Y. Fung, D. O’Brien, R.J. Salawitch. S.P. Sander, B. Sen, P. Tans, G.C. Toon, P.O. Wennberg, S.C. Wofsy, Y.L. Yung, R.M. Law (2007) “Precision requirements for space-based data”, Journal of Geophysical Research, 112 (D10), D10314, doi:10.1029/2006JD007659.
  71. Michalak, A.M., and S. Shlomi (2007) “A geostatistical data assimilation approach for estimating groundwater plume distributions from multiple monitoring events”, Invited paper, Subsurface Hydrology: Data Integration for Properties and Processes, American Geophysical Union (AGU) Geophysical Monograph Series 171, doi:10.1029/171GM08.
  72. Shlomi, S. and A.M. Michalak (2007) “A geostatistical framework for incorporating transport information in estimating the distribution of a groundwater contaminant plume”, Water Resources Research, 43 (3), W03412, doi:10.1029/2006WR005121.
  73. Adriaens, P., M.-Y. Li, and A.M. Michalak (2006) “Scaling methods of sediment bioremediation processes and applications”, Engineering in Life Sciences, 6 (3), 217-227, doi:10.1002/elsc.200520127.
  74. Hirsch, A.I., A.M. Michalak, L.M. Bruhwiler, W. Peters, E.J. Dlugokencky, and P.P. Tans (2006) “Inverse modeling estimates of the global nitrous oxide surface flux from 1998-2001”, Global Biogeochemical Cycles, 20 (1), GB1008, doi:10.1029/2004GB002443.
  75. Michalak, A.M., A. Hirsch, L. Bruhwiler, K.R. Gurney, W. Peters, and P.P. Tans (2005, “Maximum likelihood estimation of covariance parameters for Bayesian atmospheric trace gas surface flux inversions”, Journal of Geophysical Research, 110 (D24), D24107, doi:10.1029/ 2005JD005970.
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