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  • Search: person:"Kalabokidis, Kostas"
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Year of publication
Subject
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Greece 1 Neural networks 1 Partial derivatives 1 Risk assessment 1 Sensitivity analysis 1 Wildfire occurrence 1
Online availability
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Undetermined 2
Type of publication
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Article 3
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Undetermined 3
Author
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Kalabokidis, Kostas 2 Koutsias, Nikos 2 Allgöwer, Britta 1 Balatsos, Panagiotis 1 Hatzopoulos, John 1 Kalabokidis, Kostas D. 1 Matsinos, Ioannis 1 Vasilakos, Christos 1
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Published in...
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Journal of Maps 1 Natural Hazards 1 Natural resource modeling : the official journal of the Resource Modeling Association 1
Source
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RePEc 2 OLC EcoSci 1
Showing 1 - 3 of 3
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Fire occurrence zones: kernel density estimation of historical wildfire ignitions at the national level, Greece
Koutsias, Nikos; Balatsos, Panagiotis; Kalabokidis, Kostas - In: Journal of Maps 10 (2014) 4, pp. 630-639
The focus of our study was to create a Main Map of fire occurrence zones from historical wildland fire ignition observations at national level in Greece using a Kernel Density estimation procedure. Kernel density estimation, a non parametric statistical method for estimating probability...
Persistent link: https://www.econbiz.de/10010825268
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Identifying wildland fire ignition factors through sensitivity analysis of a neural network
Vasilakos, Christos; Kalabokidis, Kostas; Hatzopoulos, John - In: Natural Hazards 50 (2009) 1, pp. 125-143
Artificial neural networks (ANNs) show a significant ability to discover patterns in data that are too obscure to go through standard statistical methods. Data of natural phenomena usually exhibit significantly unpredictable non-linearity, but the robust behavior of a neural network makes it...
Persistent link: https://www.econbiz.de/10010995910
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Research Articles - Fire Occurrence Patterns at Landscape Level: Beyond Positional Accuracy of Ignition Points with Kernel Density Estimation Methods
Koutsias, Nikos; Kalabokidis, Kostas D.; Allgöwer, Britta - In: Natural resource modeling : the official journal of the … 17 (2004) 4, pp. 359-376
Persistent link: https://www.econbiz.de/10008223124
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