ID SCOPUS: 6506248975
ID ORCID: 0000-0002-9732-4217
DATE OF BIRTH: 25.04.1957
PLACE OF BIRTH: Miass, Russia
HOME INSTITUTION
Institute of Physical, Chemical, Biological Problems of Soil Studies of the Russian Academy of Sciences
2 Institutskaya
142290 Pushchino, Moscow region, Russia
Tel.: +7 (4967) 318165
E-mail: pavel.grabarnik@gmail.com
http://ecomodelling.ru/index.php/component/content/article/6-members/9-grabarnik
ACADEMIC QUALIFICATIONS
2013 – D.Sc. (Physical and Mathematical Sciences) (‘Modelling and Methods of Statistical Analysis of Spatial Structure of Forest Stand on the Basis of Random Dot Fields’, Petrozavodsk State University)
1992 – Ph.D. (Physical and Mathematical Sciences) (‘Evaluating the Parameters of Markov Type Spatial Dot Processes’), St.Petersburg Engineering University
1979 – graduation from St. Petersburg (Leningrad) State University with ‘engineer-mathematician’ qualification
APPOINTMENT
2010 – till present – Leading Scientist at the Laboratory of Ecosystems Modelling at the Institute of Physical, Chemical, Biological Problems of Soil Studies of the Russian Academy of Sciences
1979–2010 – researcher at the Institute of Physical, Chemical, Biological Problems of Soil Studies of the Russian Academy of Sciences
RESEARCH INTERESTS
- modelling the space-time structure of forest ecosystems;
- developing statistical methods of analysis for spatial organization of ecosystems;
- development and analysis of multi-parameter models.
VISITNG SCIENTIST (ACTIVITIES SINCE 2000)
2015: Natural Resources Institute Finland, Finland, supported by the Russian-Finland mobility grant
2014:Finnish Forest Research Institute, Finland, supported by the Russian-Finland mobility grant
2006:Ulm University, Germany, supported by DAAD grant (‘Computer-intensive methods in Stochastic Geometry’), co-leader
2001–2002: University of Western Australia, Departament of Mathematics and Statistics, supported by the grant of Australian Scientific Council “Extrapolating and interpolating of spatial patterns”
ACADEMIC AWARDS AND GRANTS
2012-2014:: grant of the Russian Foundation for Basic Research (‘Developing Models of Space-Time Structure of Forest Ecosystems’)
2012-2014: grant of the Russian Foundation for Basic Research (‘Statistical Modelling of Random Set Systems with Local Interaction and their Application in Ecology’)
2006: Ulm University, Germany, supported by DAAD grant («Computer-intensive methods in Stochastic Geometry»)
2005-2006: grant of the Royal Swedish, Chalmers University of Technology, Sweden
Academy of Sciences («Bayesian analysis of spatial point patterns evolving in time»)
RESEARCH SUPERVISION
MEMBERSHIPS IN PROFESSIONAL COMMUNITIES
International Spatial Statistics Society
MEMBERSHIP IN EDITORIAL BOARDS
2013 – till present – Mathematical and Computational Forestry & Natural Resource Sciences, USA
INVITED AND PLENARY REPORTS AT CONFERENCES
2014, A conference New Challenges in Spatial and Spatial-temporal modelling, Smogen,
Sweden, Global envelope test for spatial point patterns
2014, Umea University, invited lecture: Complexity of ecosystems: testing models for spatial point patterns
2012, 7th International Conference on Stereology, Spatial Statistics and Stochastic Geometry, Prague, invited guest report: The Refined Simulation Envelope Test: Is It a worthwhile Alternative to the Deviation Test
2011, Freiberg Technical University, Germany, invited guest lecture: Modelling the spatial and space-time structure of forest stands: How to model asymmetric interaction between neighbouring trees.
2010, Moscow State University, seminar ‘Statistical Methods of Markov Type Random Dot Fields and Their Application in Forest Ecology.
2006, Ulm University, Germany, invited guest lecture: Space-time modelling by Gibbs point processes with hierarchical interactions: Application to Ecology
TOTAL NUMBER OF PUBLICATIONS: 63
SELECTED PUBLICATIONS:
- Myllymäki, M., Grabarnik, P., Seijo, H., Stoyan, D. Deviation test construction and power comparison for marked spatial point patterns // Spatial Statistics, 2015, v.11, pp. 19–34.
- Genet, A., Grabarnik, P., Sekretenko, O., Pothier, D. Incorporating the mechanisms underlying inter-tree competition into a random point process model to improve spatial tree pattern analysis in forestry. Ecological Modelling, 2014, 288, 143-154.
- Bezrukova M., Shanin V., Mikhailov A., Mikhailova N., Khoraskina Y., Grabarnik P., Komarov A. DLES: A Component-Based Framework for Ecological Modeling // In: “Models of the Ecological Hierarchy: From Molecules to the Ecosphere”. Eds F.Jordan and S.E. Jorgensen. Developments in Environmental Modelling Series , V.25 ,Elsevier Science, 2012, pp. 331-354.
- Grabarnik, P.Ya., Shcherbakov V.V. A Model of Point Configurations Given by a Semiparametric Interaction // Moscow University Mathematics Bulletin, 2012, Vol. 67, No.2, pp. 47–51 .
- Grabarnik, P., Myllymäki, M., Stoyan, D. Correct testing of mark independence for marked point patterns // Ecological Modelling, 2011, V. 222, p. 3888– 3894.
- Grabarnik, P. and Särkkä, A. Modelling the spatial and space-time structure of forest stands: How to model asymmetric interaction between neighbouring trees // Procedia Environmental Sciences, 2011, V.7, p. 62-67.
- Grabarnik P.Ya. Analysis of horizontal structure of forest stand: model approach. Forest studies, 2010, 2, 77-85.
- Bezrukova M.G., Bykhovets S.S., Grabarnik P.Ya., Larionova A.A., Nadporozhskaya M.A.
- Analysis of model uncertainty for organic substances decompositions: Byes’ approach. Proceedings of Samara Centre of the Russian Academy of Sciences. 2009, 11, 1(7).
- Eckel S,, Fleischer F., Grabarnik P., Kazda M., Särkkä A. and Schmidt V. Modelling tree roots in mixed forest stands by inhomogeneous marked Gibbs point processes// Biometrical Journal, 2009, V. 51, P. 522 – 539
- Grabarnik, P., Särkkä, A. Modelling the spatial structure of forest stands by multivariate point processes with hierarchical interactions // Ecological Modelling, 2009 v. 220 p. 1232–1240
- Eckel, S., Fleischer, F., Grabarnik, P. and Schmidt, V. On investigation of the spatial correlations for relative purchasing power in Baden–Württemberg // Advances in Statistical Analysis, 2008, v. 92, 135-152.
- Larocque , G.R., Bhatti, J.S., Gordon, A.M., Luckai, N., Liu, J., Liu, S., Arp, P. A., Zhang, C.-F., Komarov, A., Grabarnik, P., Wattenbach , M., Peng, C., Sun, J., White, T. Dealing with uncertainty and sensitivity issues in process-based models of carbon and nitrogen cycles in northern forest ecosystems// In: Jakeman, A,Voinov, A.,Rizzoli, A., Chen, S.H. (Eds), Environmental Modelling and Software and Decision Support,- Developments in Integrated Environmental Assessments, vol.3, Elsevier, 2008, 307-327.
- Grabarnik, P., Särkkä, A. Contribution to discussion to the paper «Modern statistics for spatial point processes» by J. Moller and R.P. Waagepetersen// Scandinavian J. Statistics, 2007, v.34, 691.
- Grabarnik P.Ya. Modelling the spatial structure of forest stands. Modelling the Dynamics of Organic Substance in Forest Ecosystems. Moscow, Nauka. 2007.
- Grabarnik, P. Contribution on the paper by A. Baddeley, R. Turner, J. Moller, M. Hazelton “Residual analysis for spatial point processes” // Journal of the Royal Statistical Society, Ser.B, 2005, v.67, 600-601.
- Grabarnik P.Ya., Smirnov V.E., Sizov I.E. Statistica modelling and data analysis of forest assessment for biodiversity evaluation. Forest Studies, 2004, 3, 35-43.
- Grabarnik, P. and Chiu, S.N. Goodness-of-fit test for complete spatial randomness against mixtures of regular and clustered spatial point processes // Biometrika, 2002 v.89, 411-421.
- Grabarnik, P., Särkkä, A. Interacting neighbour point processes: models for clustering // Journal of Statistical Computation and Simulation, 2001, v.68, 113-126.