Mikhail Kanevski
Prof. Mikhail KanevskiInstitut des dynamiques de la surface terrestre, IDYST
Université de Lausanne
Géopolis
CH-1015 Lausanne
Switzerland
Phone2: +41 (0) 21 692 35 30
Fax: +41 (0) 21 692 35 05
E-mail: mikhail.kanevski(at)unil.ch
URL Institution: www.unil.ch/idyst
Key Publications of Mikhail Kanevski (up to ten) :
- Kanevski M. and Maignan M. Analysis and modelling of spatial environmental data. EPFL Press. 288 p., 2004.
- M. Kanevski. Spatial Predictions of Soil Contamination Using General Regression Neural Networks. Systems Research and Information Systems, Volume 8, number 4. pp.241-256. 1999.
- Kanevski M., Pozdnukhov A., Maignan M., Canu S. Advanced Spatial Data Analysis and Modelling with Support Vector Machines. Int. Journal of Fuzzy Systems, pp. 606-615, 2002.
- Kanevski M. et al. Advanced Geostatistical and Machine-Learning Models for Spatial Data Analysis of Radioactively Contaminated Regions. Environmental Sciences and Pollution Research. pp. 137-149, 2003.
- Kanevski M., Pozdnoukhov A., Timonin V. Machine Learning for Spatial Environmental Data. Theory, Applications and Software. EPFL Press, Lausanne, 2009.
Expertise of Mikhail Kanevski:
Expertise Category | Specific Expertise |
---|---|
Expert Type | Scientific / Fundamental Research |
Scope | Process Studies |
Impact of Change | |
Topic Atmosphere | Climate |
Global Warming | |
Air Pollution | |
Topic Hydrosphere | Precipitation / Runoff |
Water Pollution / Waste Water | |
Topic Pedosphere | Soil Pollution and Restauration |
Topic Economy/ResourceUse | Energy |
Topic Society | Population Dynamics / Migration / Urbanisation |
Topic Sustainability | Ecological Sustainability |
Economic Sustainability | |
Topic Risk & Disaster Management | Topic Risk and Disaster Management |
Risk Assessment / Forecasting | |
Prevention of Risks and Natural Hazards | |
Spatial Zones | Mountain / Highland |
Urban | |
Rural | |
Spatial Scale | Continental |
Regional | |
National / Cultural | |
Local / Community | |
Statistical Focus | Extreme Events |
Mean Change / Trends | |
Variability | |
Methods | Data Analysis |
Modeling | |
Integrated Assessment |
Specialties of Mikhail Kanevski:
Last update: 9/2/23
Source of data: ProClim- Research InfoSystem (1993-2024)
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