| BARTONIČKA, Tomáš, Richard ANDRÁŠIK, Martin DUĽA, Jiří SEDONÍK a Michal BÍL. Identification of local factors causing clustering of animal vehicle collisions. Journal of Wildlife Management. 2018, roč. 82, č. 5, s. 940-947. ISSN 0022-541X. Dostupné z: https://dx.doi.org/10.1002/jwmg.21467. |
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@article{1414973,
author = {Bartonička, Tomáš and Andrášik, Richard and Duľa, Martin and Sedoník, Jiří and Bíl, Michal},
article_number = {5},
doi = {http://dx.doi.org/10.1002/jwmg.21467},
keywords = {clustering collision environmental factors hotspot-selection method mammals traffic},
language = {eng},
issn = {0022-541X},
journal = {Journal of Wildlife Management},
title = {Identification of local factors causing clustering of animal vehicle collisions},
url = {http://dx.doi.org/10.1002/jwmg.21467},
volume = {82},
year = {2018}
}
TY - JOUR
ID - 1414973
AU - Bartonička, Tomáš - Andrášik, Richard - Duľa, Martin - Sedoník, Jiří - Bíl, Michal
PY - 2018
TI - Identification of local factors causing clustering of animal vehicle collisions
JF - Journal of Wildlife Management
VL - 82
IS - 5
SP - 940-947
EP - 940-947
SN - 0022541X
KW - clustering collision environmental factors hotspot-selection method mammals traffic
UR - http://dx.doi.org/10.1002/jwmg.21467
N2 - Effective measures reducing risk of animal vehicle collisions (AVC) require defining high risk locations on roads where AVCs occur. Previous studies examined factors explaining locations of individual AVCs; however, some AVCs can form hotspots (i.e., clusters of AVCs) that can be explained by local factors. We therefore applied a novel kernel density estimation (KDE) method to AVCs for the Czech Republic from October 2006 to December 2011 to identify AVCs hotspots along roads. Our main goal was to identify local factors and their effect on the non random (clustered) occurrence of AVCs. The remaining solitary AVCs occurred randomly and are likely induced by other human factors on the global scale. The hotspot identification method followed by the selected data mining methods (KDE methods) identified factors causing local clustering of AVCs.
ER -
BARTONIČKA, Tomáš, Richard ANDRÁŠIK, Martin DUĽA, Jiří SEDONÍK a Michal BÍL. Identification of local factors causing clustering of animal vehicle collisions. \textit{Journal of Wildlife Management}. 2018, roč.~82, č.~5, s.~940-947. ISSN~0022-541X. Dostupné z: https://dx.doi.org/10.1002/jwmg.21467.
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