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Habitat suitability modeling for red deer (Cervus elaphus L.) in South-Western Slovenia with classification treesDebeljak, Marko, 12.4.1968- ...We study and assess the potential habitats of a population of red deer in South-central Slovenia. Using existing data on the deer population spatial distribution and size, as well as data on the ... landscape and ecological properties (GIS) of the area inhabited by this population, we develop a habitat suitability model by automated data analysis using machine learning of classification trees. We assume that the recorded observations of deer approximate the actual spatial distribution of the deer population reasonably well. The habitat suitability models for individual animals have the form of classification trees. The induced trees are interpreted by domain experts and a generic model is proposed. The generic habitat suitability models can help determine potential unoccupied habitats for the red deer population and develop guidelines for managing the development of the red deer population and its influence on the environment.Source: ISEM: the second European Ecological Modelling Conference, 20 - 24 September 1999, Pula, Croatia (Vol. 138, 2001, str. 321-330)Type of material - conference contributionPublish date - 2001Language - englishCOBISS.SI-ID - 16056615
Author
Debeljak, Marko, 12.4.1968- |
Džeroski, Sašo |
Jerina, Klemen, 1973- |
Kobler, Andrej |
Adamič, Miha, 1942-
Topics
population dynamics |
habitat suitability |
models |
classification trees |
machine learning |
jelenjad |
populacijska dinamika |
Cervus elaphus |
gozdni ekosistem |
upravljanje divjadi |
model |
areal razširjenosti
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Debeljak, Marko, 12.4.1968- | 15660 |
Džeroski, Sašo | 11130 |
Jerina, Klemen, 1973- | 22515 |
Kobler, Andrej | 16067 |
Adamič, Miha, 1942- | 03316 |
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