Mikhail Kanevski
Prof. Mikhail Kanevski
Institut des dynamiques de la surface terrestre, IDYSTUniversité de LausanneGéopolis
CH-1015 Lausanne
Switzerland
Phone2: +41 (0) 21 692 35 30
Fax: +41 (0) 21 692 35 05
E-mail:
mikhail.kanevski(at)unil.chURL 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 |
Time Scale | Seasonal / Annual |
Methods | Data Analysis |
| Modeling |
| Integrated Assessment |
GeoForum Geo-Technology | Cartography |
| Geoinformatics |
GeoForum Environmental-Technology | Spatial Planning |
Specialties of Mikhail Kanevski:
spatial statistics environmental data mining environmental modelling natural hazards socio-economic data mining
Last update: 9/2/23
Source of data: ProClim- Research InfoSystem (1993-2024)
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