Estimation of tree failure consequences due to high winds using convolutional neural networks
作者： Grzegorz Kakareko , Sungmoon Jung , Eren E. Ozguven
DOI: 10.1080/01431161.2020.1797219
关键词:
摘要: Hurricanes cause significant property loss every year. A substantial part of that is due to trees destroyed by wind. The block roads and produce a large amount debris n...
sci-hub.st 参考文章(48)
Kunihiko Fukushima, Sei Miyake, Neocognitron: A Self-Organizing Neural Network Model for a Mechanism of Visual Pattern Recognition Springer, Berlin, Heidelberg. pp. 267- 285 ,(1982) , 10.1007/978-3-642-46466-9_18
Á. N. Dhubháin, Á. NíDhubháin, J. Evertsen, M. Treacy, A comparison of mechanical and physical wood properties: of a range of Sitka spruce provenances. A comparison of mechanical and physical wood properties: of a range of Sitka spruce provenances.. ,(2000)
Robert E. Benson, Joyce A. Schlieter, Volume and weight characteristics of a typical Douglas-fir/western larch stand, Coram Experimental Forest, Montana. Gen. Tech. Rep. INT-GTR-92. Ogden, UT: U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station. 28 p.. ,vol. 92, ,(1980) , 10.2737/INT-GTR-92
Dominik Scherer, Andreas Müller, Sven Behnke, None, Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition Artificial Neural Networks – ICANN 2010. pp. 92- 101 ,(2010) , 10.1007/978-3-642-15825-4_10
Paula J. Peper, Claudia P. Alzate, John W. McNeil, Jalil Hashemi, Allometric equations for urban ash trees ( Fraxinus spp.) in Oakville, Southern Ontario, Canada Urban Forestry & Urban Greening. ,vol. 13, pp. 175- 183 ,(2014) , 10.1016/J.UFUG.2013.07.002
H. M. Peltola, Mechanical stability of trees under static loads. American Journal of Botany. ,vol. 93, pp. 1501- 1511 ,(2006) , 10.3732/AJB.93.10.1501
J. A. Hartigan, M. A. Wong, A K-Means Clustering Algorithm Journal of The Royal Statistical Society Series C-applied Statistics. ,vol. 28, pp. 100- 108 ,(1979) , 10.2307/2346830
G.J. Mayhead, Some drag coefficients for British forest trees derived from wind tunnel studies Agricultural Meteorology. ,vol. 12, pp. 123- 130 ,(1973) , 10.1016/0002-1571(73)90013-7
P. J. Vickery, P. F. Skerlj, L. A. Twisdale, SIMULATION OF HURRICANE RISK IN THE U.S. USING EMPIRICAL TRACK MODEL Journal of Structural Engineering-asce. ,vol. 126, pp. 1222- 1237 ,(2000) , 10.1061/(ASCE)0733-9445(2000)126:10(1222)
Akio Koizumi, Jun-ichi Motoyama, Kei Sawata, Yoshihisa Sasaki, Takuro Hirai, Evaluation of drag coefficients of poplar-tree crowns by a field test method Journal of Wood Science. ,vol. 56, pp. 189- 193 ,(2010) , 10.1007/S10086-009-1091-8