A multiple fine-scale satellite-derived landscape approach: example of bluetongue modelling in Corsica.

作者: Stéphane de La Rocque , Hélène Guis , Frédéric Mauny , Jean-François Viel , Annelise Tran

DOI:

关键词: CartographySatelliteExternal validationSensitivity (control systems)Landscape ecologyVegetationComputer scienceScale (ratio)Set (abstract data type)Digital elevation model

摘要: Summary Landscape ecology is seldom used in epidemiology. The aim of this study to assess the possible improvements that can be derived from use landscape approaches on several scales when exploring local differences disease distribution, using bluetongue (BT) Corsica as an example. environment BT-free and BT-infected sheep farms described a fine scale, high resolution satellite images digital elevation model. Land-coverage characterised by classifying image. metrics are calculated quantify number, diversity, length edge connectance vegetation patches. for three sizes buffers around farms. models tested with without see if such improve models. Internal external validation performed relative impact scale versus variables discriminatory ability explored. Results show all irrespective number parameters included, perform better than those without. 1-km buffer model combines both best application set variables. It has good discriminating sensitivity specificity.

参考文章(32)
D.J. Rogers, Models for vectors and vector-borne diseases. Advances in Parasitology. ,vol. 62, pp. 1- 35 ,(2006) , 10.1016/S0065-308X(05)62001-5
S De La Rocque, V Michel, D Plazanet, R Pin, Remote sensing and epidemiology: examples of applications for two vector-borne diseases. Comparative Immunology Microbiology and Infectious Diseases. ,vol. 27, pp. 331- 341 ,(2004) , 10.1016/J.CIMID.2004.03.003
Raymond J. King, Diarmid H. Campbell-Lendrum, Clive R. Davies, Predicting Geographic Variation in Cutaneous Leishmaniasis, Colombia Emerging Infectious Diseases. ,vol. 10, pp. 598- 607 ,(2004) , 10.3201/EID1004.030241
A.J Tatem, M Baylis, P.S Mellor, B.V Purse, R Capela, I Pena, D.J Rogers, Prediction of bluetongue vector distribution in Europe and north Africa using satellite imagery. Veterinary Microbiology. ,vol. 97, pp. 13- 29 ,(2003) , 10.1016/J.VETMIC.2003.08.009
Jean-François Toussaint, Frank Vandenbussche, Jan Mast, Luc De Meester, Nesya Goris, Wesley Van Dessel, Emmanuel Vanopdenbosche, Pierre Kerkhofs, Kris De Clercq, Stéphan Zientara, Corinne Sailleau, Guy Czaplicki, Geert Depoorter, Jean-Marie Dochy, Bluetongue in northern Europe. Veterinary Record. ,vol. 159, pp. 327- 327 ,(2006) , 10.1136/VR.159.10.327
Agustín Estrada-Peña, Understanding the Relationships between Landscape Connectivity and Abundance of Ixodes ricinus Ticks Experimental and Applied Acarology. ,vol. 28, pp. 239- 248 ,(2002) , 10.1007/978-94-017-3526-1_24
M. Baylis, P. S. Mellor, E. J. Wittmann, D. J. Rogers, Prediction of areas around the Mediterranean at risk of bluetongue by modelling the distribution of its vector using satellite imaging. Veterinary Record. ,vol. 149, pp. 639- 643 ,(2001) , 10.1136/VR.149.21.639
Jérémy Bouyer, Laure Guerrini, Marc Desquesnes, Stéphane de la Rocque, Dominique Cuisance, Mapping African Animal Trypanosomosis risk from the sky. Veterinary Research. ,vol. 37, pp. 633- 645 ,(2006) , 10.1051/VETRES:2006025