Alexey N Shiklomanov

Alexey N Shiklomanov

  • Rsch AST, Earth Sciences Remote Sens
  • 301.614.6683
  • NASA/GSFC
  • Mail Code: 618
  • Greenbelt , MD 20771
  • Employer: NASA
  • Research Interests

    Dynamic vegetation modeling

    Vegetation remote sensing

    Plant functional traits

    Ecoinformatics

    Current Projects

    NASA Surface Biology and Geology (SBG) mission preparatory activities

    Positions/Employment

    2/2020 - Present

    Research physical scientist

    NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD
    8/2018 - 2/2020

    Postdoctoral research associate

    Pacific Northwest National Laboratory (PNNL), Joint Global Change Research Institute (JGCRI), College Park, MD
    8/2019 - 12/2020

    Adjunct faculty

    George Washington University, Department of Geography, Washington, D.C.
    8/2014 - 6/2018

    Graduate research assistant

    Boston University, Department of Earth & Environment, Boston, MA

    Education

    • 2018. Ph.D. Geography, Boston University.
      • Dissertation: Improving ecological forecasts using model and data constraints
      • Advisor: Michael Dietze
    • 2014. Honors B.S. with Distinction, Chemistry and Environmental Science, University of Delaware
      • Honors thesis: Stemflow acid neutralization capacity in a deciduous forest: The role of edge effects
      • Advisor: Delphis Levia

     

    Publications

    Refereed

    Jian, J., V. Bailey, K. Dorheim, et al. A. G. Konings, D. Hao, A. N. Shiklomanov, A. Snyder, M. Steele, M. Teramoto, R. Vargas, and B. Bond-Lamberty. 2022. "Historically inconsistent productivity and respiration fluxes in the global terrestrial carbon cycle." Nature Communications, 13 (1): 1733 [10.1038/s41467-022-29391-5]

    Dorheim, K., C. M. Gough, L. T. Haber, et al. K. C. Mathes, A. N. Shiklomanov, and B. Bond‐Lamberty. 2022. "Climate Drives Modeled Forest Carbon Cycling Resistance and Resilience in the Upper Great Lakes Region, USA." Journal of Geophysical Research: Biogeosciences, 127 (1): [10.1029/2021jg006587]

    Meunier, F., M. D. Visser, A. Shiklomanov, et al. M. C. Dietze, J. A. Guzmán Q., G. A. Sanchez‐Azofeifa, H. P. De Deurwaerder, S. M. Krishna Moorthy, S. A. Schnitzer, D. C. Marvin, M. Longo, C. Liu, E. N. Broadbent, A. M. Almeyda Zambrano, H. C. Muller‐Landau, M. Detto, and H. Verbeeck. 2021. "Liana optical traits increase tropical forest albedo and reduce ecosystem productivity." Global Change Biology, 28 (1): 227-244 [10.1111/gcb.15928]

    Myers, B. J., S. R. Weiskopf, A. N. Shiklomanov, et al. S. Ferrier, E. Weng, K. A. Casey, M. Harfoot, S. T. Jackson, A. K. Leidner, T. M. Lenton, G. Luikart, H. Matsuda, N. Pettorelli, I. M. Rosa, A. C. Ruane, G. B. Senay, S. P. Serbin, D. P. Tittensor, and T. D. Beard. 2021. "A New Approach to Evaluate and Reduce Uncertainty of Model-Based Biodiversity Projections for Conservation Policy Formulation." BioScience, 71 (12): 1261-1273 [10.1093/biosci/biab094]

    Thompson, D. R., P. G. Brodrick, K. Cawse‐Nicholson, et al. K. Dana Chadwick, R. O. Green, B. Poulter, S. Serbin, A. N. Shiklomanov, P. A. Townsend, and K. R. Turpie. 2021. "Spectral Fidelity of Earth's Terrestrial and Aquatic Ecosystems." Journal of Geophysical Research: Biogeosciences, 126 (8): [10.1029/2021jg006273]

    Woodard, D. L., A. N. Shiklomanov, B. Kravitz, C. Hartin, and B. Bond-Lamberty. 2021. "A permafrost implementation in the simple carbon–climate model Hector v.2.3pf." Geoscientific Model Development, 14 (7): 4751-4767 [10.5194/gmd-14-4751-2021]

    Shiklomanov, A. N., M. C. Dietze, I. Fer, T. Viskari, and S. P. Serbin. 2021. "Cutting out the middleman: Calibrating and validating a dynamic vegetation model (ED2-PROSPECT5) using remotely sensed surface reflectance." Geoscientific Model Development, 14 (5): 2603–2633 [10.5194/gmd-14-2603-2021]

    Nicholls, Z., M. Meinshausen, J. Lewis, et al. M. R. Corradi, K. Dorheim, T. Gasser, R. Gieseke, A. P. Hope, N. J. Leach, L. A. McBride, Y. Quilcaille, J. Rogelj, R. J. Salawitch, B. H. Samset, M. Sandstad, A. Shiklomanov, R. B. Skeie, C. J. Smith, S. J. Smith, X. Su, J. Tsutsui, B. Vega‐Westhoff, and D. L. Woodard. 2021. "Reduced Complexity Model Intercomparison Project Phase 2: Synthesising Earth system knowledge for probabilistic climate projections." Earth's Future, [10.1029/2020ef001900]

    Cawse-Nicholson, K., P. A. Townsend, D. Schimel, et al. A. M. Assiri, P. L. Blake, M. F. Buongiorno, P. Campbell, N. Carmon, K. A. Casey, R. E. Correa-Pabón, K. M. Dahlin, H. Dashti, P. E. Dennison, H. Dierssen, A. Erickson, J. B. Fisher, R. Frouin, C. K. Gatebe, H. Gholizadeh, M. Gierach, N. F. Glenn, J. A. Goodman, D. M. Griffith, L. Guild, C. R. Hakkenberg, E. J. Hochberg, T. R. Holmes, C. Hu, G. Hulley, K. F. Huemmrich, R. M. Kudela, R. F. Kokaly, C. M. Lee, R. Martin, C. E. Miller, W. J. Moses, F. E. Muller-Karger, J. D. Ortiz, D. B. Otis, N. Pahlevan, T. H. Painter, R. Pavlick, B. Poulter, Y. Qi, V. J. Realmuto, D. Roberts, M. E. Schaepman, F. D. Schneider, F. M. Schwandner, S. P. Serbin, A. N. Shiklomanov, E. N. Stavros, D. R. Thompson, J. L. Torres-Perez, K. R. Turpie, M. Tzortziou, S. Ustin, Q. Yu, Y. Yusup, and Q. Zhang. 2021. "NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms." Remote Sensing of Environment, 257: 112349 [10.1016/j.rse.2021.112349]

    Jian, J., A. Shiklomanov, W. D. Shuster, and R. D. Stewart. 2021. "Predicting near-saturated hydraulic conductivity in urban soils." Journal of Hydrology, 595: 126051 [10.1016/j.jhydrol.2021.126051]

    Atkins, J. W., E. Agee, A. Barry, et al. K. M. Dahlin, K. Dorheim, M. S. Grigri, L. T. Haber, L. J. Hickey, A. G. Kamoske, K. Mathes, C. McGuigan, E. Paris, S. C. Pennington, C. Rodriguez, A. Shafer, A. Shiklomanov, J. Tallant, C. M. Gough, and B. Bond-Lamberty. 2021. "The fortedata R package: open-science datasets from a manipulative experiment testing forest resilience." Earth System Science Data, 13 (3): 943-952 [10.5194/essd-13-943-2021]

    Fer, I., A. K. Gardella, A. N. Shiklomanov, et al. E. E. Campbell, E. M. Cowdery, M. G. De Kauwe, A. Desai, M. J. Duveneck, J. B. Fisher, K. D. Haynes, F. M. Hoffman, M. R. Johnston, R. Kooper, D. S. LeBauer, J. Mantooth, W. J. Parton, B. Poulter, T. Quaife, A. Raiho, K. Schaefer, S. P. Serbin, J. Simkins, K. R. Wilcox, T. Viskari, and M. C. Dietze. 2020. "Beyond ecosystem modeling: A roadmap to community cyberinfrastructure for ecological data‐model integration." Global Change Biology, gcb.15409 [10.1111/gcb.15409]

    Nicholls, Z. R., M. Meinshausen, J. Lewis, et al. R. Gieseke, D. Dommenget, K. Dorheim, C.-S. Fan, J. S. Fuglestvedt, T. Gasser, U. Golüke, P. Goodwin, C. Hartin, A. P. Hope, E. Kriegler, N. J. Leach, D. Marchegiani, L. A. McBride, Y. Quilcaille, J. Rogelj, R. J. Salawitch, B. H. Samset, M. Sandstad, A. N. Shiklomanov, R. B. Skeie, C. J. Smith, S. Smith, K. Tanaka, J. Tsutsui, and Z. Xie. 2020. "Reduced Complexity Model Intercomparison Project Phase 1: introduction and evaluation of global-mean temperature response." Geoscientific Model Development, 13 (11): 5175-5190 [10.5194/gmd-13-5175-2020]

    Shiklomanov, A. N., B. Bond-Lamberty, J. W. Atkins, and C. M. Gough. 2020. "Structure and parameter uncertainty in centennial projections of forest community structure and carbon cycling." Global Change Biology, n/a (n/a): (In Press) [10.1111/gcb.15164]

    Gough, C. M., J. W. Atkins, B. Bond-Lamberty, et al. E. A. Agee, K. R. Dorheim, R. T. Fahey, M. S. Grigri, L. T. Haber, K. C. Mathes, S. C. Pennington, A. N. Shiklomanov, and J. M. Tallant. 2020. "Forest Structural Complexity and Biomass Predict First-Year Carbon Cycling Responses to Disturbance." Ecosystems, (In Press) [10.1007/s10021-020-00544-1]

    Shiklomanov, A. N., E. M. Cowdery, M. Bahn, et al. C. Byun, S. Jansen, K. Kramer, V. Minden, Ü. Niinemets, Y. Onoda, N. A. Soudzilovskaia, and M. C. Dietze. 2020. "Does the leaf economic spectrum hold within plant functional types? A Bayesian multivariate trait meta‐analysis." Ecological Applications, 30 (3): [10.1002/eap.2064]

    Weiskopf, S. R., J. L. McCarthy, K. P. McCarthy, et al. A. N. Shiklomanov, H. T. Wibisono, and W. Pusparini. 2019. "The conservation value of forest fragments in the increasingly agrarian landscape of Sumatra." Environmental Conservation, 46 (4): 340-346 [10.1017/s0376892919000195]

    Viskari, T., A. Shiklomanov, M. C. Dietze, and S. P. Serbin. 2019. "The influence of canopy radiation parameter uncertainty on model projections of terrestrial carbon and energy cycling." PLOS ONE, 14 (7): e0216512 [10.1371/journal.pone.0216512]

    Shiklomanov, A. N., B. A. Bradley, K. M. Dahlin, et al. A. M Fox, C. M. Gough, F. M. Hoffman, E. M Middleton, S. P. Serbin, L. Smallman, and W. K. Smith. 2019. "Enhancing global change experiments through integration of remote‐sensing techniques." Frontiers in Ecology and the Environment, 17 (4): 215-224 [10.1002/fee.2031]

    Kaverin, D. A., E. B. Melnichuk, N. I. Shiklomanov, et al. N. B. Kakunov, A. V. Pastukhov, and A. N. Shiklomanov. 2017. "Long-term changes in the ground thermal regime of an artificially drained thaw-lake basin in the Russian European north." Permafrost and Periglacial Processes, 29 (1): 49-59 [10.1002/ppp.1963]

    Shiklomanov, A. N., M. C. Dietze, T. Viskari, P. A. Townsend, and S. P. Serbin. 2016. "Quantifying the influences of spectral resolution on uncertainty in leaf trait estimates through a Bayesian approach to RTM inversion." Remote Sensing of Environment, 183: 226-238 [10.1016/j.rse.2016.05.023]

    Levia, D. F., A. N. Shiklomanov, J. T. Van Stan, et al. C. E. Scheick, S. P. Inamdar, M. J. Mitchell, and P. J. McHale. 2015. "Calcium and aluminum cycling in a temperate broadleaved deciduous forest of the eastern USA: relative impacts of tree species, canopy state, and flux type." Environmental Monitoring and Assessment, 187 (7): 458 [10.1007/s10661-015-4675-3]

    Shiklomanov, A. N., and D. F. Levia. 2014. "Stemflow acid neutralization capacity in a broadleaved deciduous forest: The role of edge effects." Environmental Pollution, 193: 45-53 [10.1016/j.envpol.2014.06.011]

    Grants

    04/01/2021 - 03/31/2024 ROSES2020 A.31 New (Early Career) Investigator Program in Earth Science, NASA, NASA NRA #: NNH20ZDA001N-NIP

    Functional ecology in the SBG era: An assessment of the state of plant trait retrieval from imaging spectroscopy

    ; Principal Investigator
    04/01/2021 - 03/31/2025 ROSES2020 A.16 Modeling Analysis and Prediction, NASA, NASA NRA #: NNH20ZDA001N-MAP

    Intermediate complexity schemes for modelling the diversity of vegetation drought response

    ; Co-Investigator

    Publications

    Refereed

    Jian, J., V. Bailey, K. Dorheim, et al. A. G. Konings, D. Hao, A. N. Shiklomanov, A. Snyder, M. Steele, M. Teramoto, R. Vargas, and B. Bond-Lamberty. 2022. "Historically inconsistent productivity and respiration fluxes in the global terrestrial carbon cycle." Nature Communications 13 (1): 1733 [10.1038/s41467-022-29391-5]

    Dorheim, K., C. M. Gough, L. T. Haber, et al. K. C. Mathes, A. N. Shiklomanov, and B. Bond‐Lamberty. 2022. "Climate Drives Modeled Forest Carbon Cycling Resistance and Resilience in the Upper Great Lakes Region, USA." Journal of Geophysical Research: Biogeosciences 127 (1): [10.1029/2021jg006587]

    Meunier, F., M. D. Visser, A. Shiklomanov, et al. M. C. Dietze, J. A. Guzmán Q., G. A. Sanchez‐Azofeifa, H. P. De Deurwaerder, S. M. Krishna Moorthy, S. A. Schnitzer, D. C. Marvin, M. Longo, C. Liu, E. N. Broadbent, A. M. Almeyda Zambrano, H. C. Muller‐Landau, M. Detto, and H. Verbeeck. 2021. "Liana optical traits increase tropical forest albedo and reduce ecosystem productivity." Global Change Biology 28 (1): 227-244 [10.1111/gcb.15928]

    Myers, B. J., S. R. Weiskopf, A. N. Shiklomanov, et al. S. Ferrier, E. Weng, K. A. Casey, M. Harfoot, S. T. Jackson, A. K. Leidner, T. M. Lenton, G. Luikart, H. Matsuda, N. Pettorelli, I. M. Rosa, A. C. Ruane, G. B. Senay, S. P. Serbin, D. P. Tittensor, and T. D. Beard. 2021. "A New Approach to Evaluate and Reduce Uncertainty of Model-Based Biodiversity Projections for Conservation Policy Formulation." BioScience 71 (12): 1261-1273 [10.1093/biosci/biab094]

    Thompson, D. R., P. G. Brodrick, K. Cawse‐Nicholson, et al. K. Dana Chadwick, R. O. Green, B. Poulter, S. Serbin, A. N. Shiklomanov, P. A. Townsend, and K. R. Turpie. 2021. "Spectral Fidelity of Earth's Terrestrial and Aquatic Ecosystems." Journal of Geophysical Research: Biogeosciences 126 (8): [10.1029/2021jg006273]

    Woodard, D. L., A. N. Shiklomanov, B. Kravitz, C. Hartin, and B. Bond-Lamberty. 2021. "A permafrost implementation in the simple carbon–climate model Hector v.2.3pf." Geoscientific Model Development 14 (7): 4751-4767 [10.5194/gmd-14-4751-2021]

    Shiklomanov, A. N., M. C. Dietze, I. Fer, T. Viskari, and S. P. Serbin. 2021. "Cutting out the middleman: Calibrating and validating a dynamic vegetation model (ED2-PROSPECT5) using remotely sensed surface reflectance." Geoscientific Model Development 14 (5): 2603–2633 [10.5194/gmd-14-2603-2021]

    Nicholls, Z., M. Meinshausen, J. Lewis, et al. M. R. Corradi, K. Dorheim, T. Gasser, R. Gieseke, A. P. Hope, N. J. Leach, L. A. McBride, Y. Quilcaille, J. Rogelj, R. J. Salawitch, B. H. Samset, M. Sandstad, A. Shiklomanov, R. B. Skeie, C. J. Smith, S. J. Smith, X. Su, J. Tsutsui, B. Vega‐Westhoff, and D. L. Woodard. 2021. "Reduced Complexity Model Intercomparison Project Phase 2: Synthesising Earth system knowledge for probabilistic climate projections." Earth's Future [10.1029/2020ef001900]

    Cawse-Nicholson, K., P. A. Townsend, D. Schimel, et al. A. M. Assiri, P. L. Blake, M. F. Buongiorno, P. Campbell, N. Carmon, K. A. Casey, R. E. Correa-Pabón, K. M. Dahlin, H. Dashti, P. E. Dennison, H. Dierssen, A. Erickson, J. B. Fisher, R. Frouin, C. K. Gatebe, H. Gholizadeh, M. Gierach, N. F. Glenn, J. A. Goodman, D. M. Griffith, L. Guild, C. R. Hakkenberg, E. J. Hochberg, T. R. Holmes, C. Hu, G. Hulley, K. F. Huemmrich, R. M. Kudela, R. F. Kokaly, C. M. Lee, R. Martin, C. E. Miller, W. J. Moses, F. E. Muller-Karger, J. D. Ortiz, D. B. Otis, N. Pahlevan, T. H. Painter, R. Pavlick, B. Poulter, Y. Qi, V. J. Realmuto, D. Roberts, M. E. Schaepman, F. D. Schneider, F. M. Schwandner, S. P. Serbin, A. N. Shiklomanov, E. N. Stavros, D. R. Thompson, J. L. Torres-Perez, K. R. Turpie, M. Tzortziou, S. Ustin, Q. Yu, Y. Yusup, and Q. Zhang. 2021. "NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms." Remote Sensing of Environment 257 112349 [10.1016/j.rse.2021.112349]

    Jian, J., A. Shiklomanov, W. D. Shuster, and R. D. Stewart. 2021. "Predicting near-saturated hydraulic conductivity in urban soils." Journal of Hydrology 595 126051 [10.1016/j.jhydrol.2021.126051]

    Atkins, J. W., E. Agee, A. Barry, et al. K. M. Dahlin, K. Dorheim, M. S. Grigri, L. T. Haber, L. J. Hickey, A. G. Kamoske, K. Mathes, C. McGuigan, E. Paris, S. C. Pennington, C. Rodriguez, A. Shafer, A. Shiklomanov, J. Tallant, C. M. Gough, and B. Bond-Lamberty. 2021. "The fortedata R package: open-science datasets from a manipulative experiment testing forest resilience." Earth System Science Data 13 (3): 943-952 [10.5194/essd-13-943-2021]

    Fer, I., A. K. Gardella, A. N. Shiklomanov, et al. E. E. Campbell, E. M. Cowdery, M. G. De Kauwe, A. Desai, M. J. Duveneck, J. B. Fisher, K. D. Haynes, F. M. Hoffman, M. R. Johnston, R. Kooper, D. S. LeBauer, J. Mantooth, W. J. Parton, B. Poulter, T. Quaife, A. Raiho, K. Schaefer, S. P. Serbin, J. Simkins, K. R. Wilcox, T. Viskari, and M. C. Dietze. 2020. "Beyond ecosystem modeling: A roadmap to community cyberinfrastructure for ecological data‐model integration." Global Change Biology gcb.15409 [10.1111/gcb.15409]

    Nicholls, Z. R., M. Meinshausen, J. Lewis, et al. R. Gieseke, D. Dommenget, K. Dorheim, C.-S. Fan, J. S. Fuglestvedt, T. Gasser, U. Golüke, P. Goodwin, C. Hartin, A. P. Hope, E. Kriegler, N. J. Leach, D. Marchegiani, L. A. McBride, Y. Quilcaille, J. Rogelj, R. J. Salawitch, B. H. Samset, M. Sandstad, A. N. Shiklomanov, R. B. Skeie, C. J. Smith, S. Smith, K. Tanaka, J. Tsutsui, and Z. Xie. 2020. "Reduced Complexity Model Intercomparison Project Phase 1: introduction and evaluation of global-mean temperature response." Geoscientific Model Development 13 (11): 5175-5190 [10.5194/gmd-13-5175-2020]

    Shiklomanov, A. N., B. Bond-Lamberty, J. W. Atkins, and C. M. Gough. 2020. "Structure and parameter uncertainty in centennial projections of forest community structure and carbon cycling." Global Change Biology (In Press) n/a (n/a): [10.1111/gcb.15164]

    Gough, C. M., J. W. Atkins, B. Bond-Lamberty, et al. E. A. Agee, K. R. Dorheim, R. T. Fahey, M. S. Grigri, L. T. Haber, K. C. Mathes, S. C. Pennington, A. N. Shiklomanov, and J. M. Tallant. 2020. "Forest Structural Complexity and Biomass Predict First-Year Carbon Cycling Responses to Disturbance." Ecosystems (In Press) [10.1007/s10021-020-00544-1]

    Shiklomanov, A. N., E. M. Cowdery, M. Bahn, et al. C. Byun, S. Jansen, K. Kramer, V. Minden, Ü. Niinemets, Y. Onoda, N. A. Soudzilovskaia, and M. C. Dietze. 2020. "Does the leaf economic spectrum hold within plant functional types? A Bayesian multivariate trait meta‐analysis." Ecological Applications 30 (3): [10.1002/eap.2064]

    Weiskopf, S. R., J. L. McCarthy, K. P. McCarthy, et al. A. N. Shiklomanov, H. T. Wibisono, and W. Pusparini. 2019. "The conservation value of forest fragments in the increasingly agrarian landscape of Sumatra." Environmental Conservation 46 (4): 340-346 [10.1017/s0376892919000195]

    Viskari, T., A. Shiklomanov, M. C. Dietze, and S. P. Serbin. 2019. "The influence of canopy radiation parameter uncertainty on model projections of terrestrial carbon and energy cycling." PLOS ONE 14 (7): e0216512 [10.1371/journal.pone.0216512]

    Shiklomanov, A. N., B. A. Bradley, K. M. Dahlin, et al. A. M Fox, C. M. Gough, F. M. Hoffman, E. M Middleton, S. P. Serbin, L. Smallman, and W. K. Smith. 2019. "Enhancing global change experiments through integration of remote‐sensing techniques." Frontiers in Ecology and the Environment 17 (4): 215-224 [10.1002/fee.2031]

    Kaverin, D. A., E. B. Melnichuk, N. I. Shiklomanov, et al. N. B. Kakunov, A. V. Pastukhov, and A. N. Shiklomanov. 2017. "Long-term changes in the ground thermal regime of an artificially drained thaw-lake basin in the Russian European north." Permafrost and Periglacial Processes 29 (1): 49-59 [10.1002/ppp.1963]

    Shiklomanov, A. N., M. C. Dietze, T. Viskari, P. A. Townsend, and S. P. Serbin. 2016. "Quantifying the influences of spectral resolution on uncertainty in leaf trait estimates through a Bayesian approach to RTM inversion." Remote Sensing of Environment 183 226-238 [10.1016/j.rse.2016.05.023]

    Levia, D. F., A. N. Shiklomanov, J. T. Van Stan, et al. C. E. Scheick, S. P. Inamdar, M. J. Mitchell, and P. J. McHale. 2015. "Calcium and aluminum cycling in a temperate broadleaved deciduous forest of the eastern USA: relative impacts of tree species, canopy state, and flux type." Environmental Monitoring and Assessment 187 (7): 458 [10.1007/s10661-015-4675-3]

    Shiklomanov, A. N., and D. F. Levia. 2014. "Stemflow acid neutralization capacity in a broadleaved deciduous forest: The role of edge effects." Environmental Pollution 193 45-53 [10.1016/j.envpol.2014.06.011]

                                                                                                                                                                                            
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