메뉴 건너뛰기




Volumn 55, Issue , 2014, Pages 176-183

A random forest approach for predicting the presence of Echinococcus multilocularis intermediate host Ochotona spp. presence in relation to landscape characteristics in western China

Author keywords

Classification; Echinococcus multilocularis; Landscape metrics; Ochotona; Random forests; Remote sensing

Indexed keywords

DIGITAL ELEVATION MODEL; FLATWORM; INTERMEDIATE HOST; LAND CLASSIFICATION; LAND COVER; LANDSAT THEMATIC MAPPER; LANDSCAPE; MODELING; PARASITE; REMOTE SENSING; SATELLITE IMAGERY; SMALL MAMMAL;

EID: 84907694672     PISSN: 01436228     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apgeog.2014.09.001     Document Type: Article
Times cited : (33)

References (41)
  • 1
    • 85010540243 scopus 로고    scopus 로고
    • Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data
    • Abdel-Rahman E.M., Ahmed F.B., Ismail R. Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data. International Journal of Remote Sensing 2013, 34:712-728.
    • (2013) International Journal of Remote Sensing , vol.34 , pp. 712-728
    • Abdel-Rahman, E.M.1    Ahmed, F.B.2    Ismail, R.3
  • 2
    • 49149083939 scopus 로고    scopus 로고
    • Livestock grazing, plateau pikas and the conservation of avian biodiversity on the Tibetan plateau
    • Arthur A.D., Pech R.P., Davey C., Jiebu, Yanming Z., Hui L. Livestock grazing, plateau pikas and the conservation of avian biodiversity on the Tibetan plateau. Biological Conservation 2008, 141:1972-1981.
    • (2008) Biological Conservation , vol.141 , pp. 1972-1981
    • Arthur, A.D.1    Pech, R.P.2    Davey, C.3    Jiebu4    Yanming, Z.5    Hui, L.6
  • 3
  • 4
    • 11144337694 scopus 로고    scopus 로고
    • Acanine purgation study and risk factor analysis for echinococcosis in a high endemic region of the Tibetan plateau
    • Budke C.M., Campos-Ponce M., Wang Q., Torgerson P.R. Acanine purgation study and risk factor analysis for echinococcosis in a high endemic region of the Tibetan plateau. Veterinary Parasitology 2005, 127:43-49.
    • (2005) Veterinary Parasitology , vol.127 , pp. 43-49
    • Budke, C.M.1    Campos-Ponce, M.2    Wang, Q.3    Torgerson, P.R.4
  • 5
    • 0034597626 scopus 로고    scopus 로고
    • An epidemiological and ecological study of human alveolar echinococcosis transmission in south Gansu, China
    • Craig P.S., Giraudoux P., Shi D., Bartholomot B., Barnish G., Delattre P., et al. An epidemiological and ecological study of human alveolar echinococcosis transmission in south Gansu, China. Acta Tropica 2000, 77:167-177.
    • (2000) Acta Tropica , vol.77 , pp. 167-177
    • Craig, P.S.1    Giraudoux, P.2    Shi, D.3    Bartholomot, B.4    Barnish, G.5    Delattre, P.6
  • 9
    • 84856982478 scopus 로고    scopus 로고
    • Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests
    • Duro D.C., Franklin S.E., Dube M.G. Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests. International Journal of Remote Sensing 2012, 33:4502-4526.
    • (2012) International Journal of Remote Sensing , vol.33 , pp. 4502-4526
    • Duro, D.C.1    Franklin, S.E.2    Dube, M.G.3
  • 13
    • 10744225158 scopus 로고    scopus 로고
    • Interactions between landscape changes and host communities can regulate Echinococcus multilocularis transmission
    • Giraudoux P., Craig P.S., Delattre P., Bao G., Bartholomot B., Harraga S., et al. Interactions between landscape changes and host communities can regulate Echinococcus multilocularis transmission. Parasitology 2003, 127:S121-S131.
    • (2003) Parasitology , vol.127 , pp. S121-S131
    • Giraudoux, P.1    Craig, P.S.2    Delattre, P.3    Bao, G.4    Bartholomot, B.5    Harraga, S.6
  • 15
    • 31944449163 scopus 로고    scopus 로고
    • Transmission ecology of Echinococcus multilocularis: what are the ranges of parasite stability among various host communities in China
    • Giraudoux P., Pleydell D.R.J., Raoul F., Quéré J.P., Wang Q., Yang Y., et al. Transmission ecology of Echinococcus multilocularis: what are the ranges of parasite stability among various host communities in China. Parasitology International 2006, 55:S237-S246.
    • (2006) Parasitology International , vol.55 , pp. S237-S246
    • Giraudoux, P.1    Pleydell, D.R.J.2    Raoul, F.3    Quéré, J.P.4    Wang, Q.5    Yang, Y.6
  • 16
    • 0032411982 scopus 로고    scopus 로고
    • Distribution of small mammals along a deforestation gradient in south Gansu, China
    • Giraudoux P., Quéré J.P., Delattre P., Bao G., Wang X., Shi D., et al. Distribution of small mammals along a deforestation gradient in south Gansu, China. Acta Theriol 1998, 43:349-362.
    • (1998) Acta Theriol , vol.43 , pp. 349-362
    • Giraudoux, P.1    Quéré, J.P.2    Delattre, P.3    Bao, G.4    Wang, X.5    Shi, D.6
  • 17
    • 84886871136 scopus 로고    scopus 로고
    • Transmission ecosystems of Echinococcus multilocularis in China and Central Asia
    • Giraudoux P., Raoul F., Afonso E., Ziadinov I., Yang Y., Li L., et al. Transmission ecosystems of Echinococcus multilocularis in China and Central Asia. Parasitology 2013, 140:1655-1666.
    • (2013) Parasitology , vol.140 , pp. 1655-1666
    • Giraudoux, P.1    Raoul, F.2    Afonso, E.3    Ziadinov, I.4    Yang, Y.5    Li, L.6
  • 18
    • 84875974717 scopus 로고    scopus 로고
    • Drivers of Echinococcus multilocularis transmission in China: small mammal diversity, landscape or climate?
    • Giraudoux P., Raoul F., Pleydell D.R.J., Li T., Han X., Qui J., et al. Drivers of Echinococcus multilocularis transmission in China: small mammal diversity, landscape or climate?. PLoS Neglected Tropical Diseases 2013, 7:1-12.
    • (2013) PLoS Neglected Tropical Diseases , vol.7 , pp. 1-12
    • Giraudoux, P.1    Raoul, F.2    Pleydell, D.R.J.3    Li, T.4    Han, X.5    Qui, J.6
  • 19
    • 84869874878 scopus 로고    scopus 로고
    • Life history of the plateau pika (Ochotona curzoniae) in alpine meadows of the Tibetan Plateau
    • Jiapeng Q., Wenjing L., Min Y., Weihong J., Yanming Z. Life history of the plateau pika (Ochotona curzoniae) in alpine meadows of the Tibetan Plateau. Mammalian Biology 2013, 78:68-72.
    • (2013) Mammalian Biology , vol.78 , pp. 68-72
    • Jiapeng, Q.1    Wenjing, L.2    Min, Y.3    Weihong, J.4    Yanming, Z.5
  • 20
    • 77649183111 scopus 로고    scopus 로고
    • Widespread co-endemicity of human cystic and alveolar echinococcosis on the eastern Tibetan Plateau, northwest Sichuan/southeast Qinghai, China
    • Li T., Chen X., Zhen R., Qiu J., Qiu D., Xiao N., et al. Widespread co-endemicity of human cystic and alveolar echinococcosis on the eastern Tibetan Plateau, northwest Sichuan/southeast Qinghai, China. Acta Tropica 2010, 113:248-256.
    • (2010) Acta Tropica , vol.113 , pp. 248-256
    • Li, T.1    Chen, X.2    Zhen, R.3    Qiu, J.4    Qiu, D.5    Xiao, N.6
  • 21
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Liaw A., Wiener M. Classification and regression by randomForest. RNews 2002, 2:18-22.
    • (2002) RNews , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 23
    • 0038308236 scopus 로고    scopus 로고
    • Computer software program produced by the authors at the University of Massachusetts, Amherst. Available at: the following web site
    • McGarigal K., Cushman S.A., Neel M.C., Ene E. FRAGSTATS: Spatial Pattern Analysis Program for categorical maps 2002, Computer software program produced by the authors at the University of Massachusetts, Amherst. Available at: the following web site. http://www.umass.edu/landeco/research/fragstats/fragstats.html.
    • (2002) FRAGSTATS: Spatial Pattern Analysis Program for categorical maps
    • McGarigal, K.1    Cushman, S.A.2    Neel, M.C.3    Ene, E.4
  • 24
    • 84969376034 scopus 로고    scopus 로고
    • Reinfection studies of canine echinococcosis and role of dogs in transmission of Echinococcus multilocularis in Tibetan communities, Sichuan, China
    • Moss J.E., Chen X., Li T., Qiu J., Wang Q., Giraudoux P., et al. Reinfection studies of canine echinococcosis and role of dogs in transmission of Echinococcus multilocularis in Tibetan communities, Sichuan, China. Parasitology 2013, 28:1-8.
    • (2013) Parasitology , vol.28 , pp. 1-8
    • Moss, J.E.1    Chen, X.2    Li, T.3    Qiu, J.4    Wang, Q.5    Giraudoux, P.6
  • 26
    • 77249101237 scopus 로고    scopus 로고
    • Mixtures of GAMs for habitat suitability analysis with overdispersed presence/absence data
    • Pleydell D.R.J., Chrétien S. Mixtures of GAMs for habitat suitability analysis with overdispersed presence/absence data. Computational Statistics & Data Analysis 2010, 54:1405-1418.
    • (2010) Computational Statistics & Data Analysis , vol.54 , pp. 1405-1418
    • Pleydell, D.R.J.1    Chrétien, S.2
  • 28
    • 0035216961 scopus 로고    scopus 로고
    • Assessment of the epidemiological status of Echinococcus multilocularis in foxes in France using ELISA coprotests on fox faeces collected in the field
    • Raoul F., Deplazes P., Nonaka N., Piarroux R., Vuitton D.A., Giraudoux P. Assessment of the epidemiological status of Echinococcus multilocularis in foxes in France using ELISA coprotests on fox faeces collected in the field. International Journal for Parasitology 2001, 31:1579-1588.
    • (2001) International Journal for Parasitology , vol.31 , pp. 1579-1588
    • Raoul, F.1    Deplazes, P.2    Nonaka, N.3    Piarroux, R.4    Vuitton, D.A.5    Giraudoux, P.6
  • 29
  • 30
    • 34447291316 scopus 로고    scopus 로고
    • Distribution of small mammals along a grazing gradient on the Tibetan plateau of western Sichuan, China
    • Raoul F., Quéré J.P., Rieffel D., Bernard N., Takahashi K., Scheifler R., et al. Distribution of small mammals along a grazing gradient on the Tibetan plateau of western Sichuan, China. Mammalia 2006, 42:214-225.
    • (2006) Mammalia , vol.42 , pp. 214-225
    • Raoul, F.1    Quéré, J.P.2    Rieffel, D.3    Bernard, N.4    Takahashi, K.5    Scheifler, R.6
  • 31
    • 0002660531 scopus 로고
    • Life cycle patterns and geographic distribution of Echinococcus species
    • Cab International, Wallingford, R.C.A. Thompson, A.J. Lymbery (Eds.)
    • Rausch R.L. Life cycle patterns and geographic distribution of Echinococcus species. Echinococcus and hydatid disease 1995, 89-134. Cab International, Wallingford. R.C.A. Thompson, A.J. Lymbery (Eds.).
    • (1995) Echinococcus and hydatid disease , pp. 89-134
    • Rausch, R.L.1
  • 34
    • 0026268988 scopus 로고
    • Social relationships of Adult Black-Lipped Pikas (Ochotona curzoniae)
    • Smith A.T., Gao W.X. Social relationships of Adult Black-Lipped Pikas (Ochotona curzoniae). Journal of Mammalogy 1991, 72:231-247.
    • (1991) Journal of Mammalogy , vol.72 , pp. 231-247
    • Smith, A.T.1    Gao, W.X.2
  • 37
    • 84907710373 scopus 로고    scopus 로고
    • Shuttle Radar Topography Mission, 1 Arc Second scene SRTM_ n33_e097
    • University of Maryland, College Park, Maryland, February 2000
    • USGS Shuttle Radar Topography Mission, 1 Arc Second scene SRTM_ n33_e097. Unfilled Unfinished 2.0, Global Land Cover Facility 2004, University of Maryland, College Park, Maryland, February 2000.
    • (2004) Unfilled Unfinished 2.0, Global Land Cover Facility
  • 38
    • 1542352363 scopus 로고    scopus 로고
    • Risk factors for development of human hydatidosis among households raising livestock in Tibetan areas of western Sichuan Province
    • Wang Q., Qiu J.M., Schantz P.M., He J.G., Ito A., Liu F.J. Risk factors for development of human hydatidosis among households raising livestock in Tibetan areas of western Sichuan Province. Chinese Journal of Parasitology and Parasitic Diseases 2001, 19:289-293.
    • (2001) Chinese Journal of Parasitology and Parasitic Diseases , vol.19 , pp. 289-293
    • Wang, Q.1    Qiu, J.M.2    Schantz, P.M.3    He, J.G.4    Ito, A.5    Liu, F.J.6
  • 39
    • 11144355450 scopus 로고    scopus 로고
    • Fenced pasture: a possible risk factor for human alveolar echinococcosis in Tibetan pastoralist communities of Sichuan, China
    • Wang Q., Vuitton D.A., Qui J., Giraudoux P., Xiao Y., Schantz P.M., et al. Fenced pasture: a possible risk factor for human alveolar echinococcosis in Tibetan pastoralist communities of Sichuan, China. Acta Tropica 2004, 90:285-293.
    • (2004) Acta Tropica , vol.90 , pp. 285-293
    • Wang, Q.1    Vuitton, D.A.2    Qui, J.3    Giraudoux, P.4    Xiao, Y.5    Schantz, P.M.6
  • 40
    • 74749108296 scopus 로고    scopus 로고
    • Grass height and transmission ecology of Echinococcus multilocularis in Tibetan communities, China
    • Wang Q., Raoul F., Budke C., Craig P.S., Yong-fu X., Vuitton D.A., et al. Grass height and transmission ecology of Echinococcus multilocularis in Tibetan communities, China. Chinese Medical Journal, Peking 2010, 123:61-67.
    • (2010) Chinese Medical Journal, Peking , vol.123 , pp. 61-67
    • Wang, Q.1    Raoul, F.2    Budke, C.3    Craig, P.S.4    Yong-fu, X.5    Vuitton, D.A.6
  • 41
    • 84916897222 scopus 로고    scopus 로고
    • Epidemiology and control of echinococcosis in central Asia, with particular reference to the People's Republic of China
    • (in press)
    • Zhang W., Zhang Z., Wu W., Shi B., Li J., et al. Epidemiology and control of echinococcosis in central Asia, with particular reference to the People's Republic of China. Acta Tropica 2014, (in press). 10.1016/j.actatropica.2014.03.014.
    • (2014) Acta Tropica
    • Zhang, W.1    Zhang, Z.2    Wu, W.3    Shi, B.4    Li, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.