Predicting WNV Circulation in Italy Using Earth Observation Data and Extreme Gradient Boosting Model
暂无分享,去创建一个
Simone Calderara | Paolo Calistri | Luca Candeloro | Federica Monaco | Annamaria Conte | Roberto Cuccu | Angelo Porrello | Stefano Vincenzi | Carla Ippoliti | Federica Iapaolo | Daniela Morelli | Pietro Fronte | Nicola D'Alterio | P. Calistri | S. Calderara | A. Conte | F. Monaco | C. Ippoliti | N. D'Alterio | L. Candeloro | Roberto Cuccu | Stefano Vincenzi | D. Morelli | Angelo Porrello | F. Iapaolo | Pietro Fronte | N. D’Alterio
[1] F. Monaco,et al. The 2011 West Nile disease outbreak in Sardinia region, Italy. , 2015, Veterinaria italiana.
[2] Lara Savini,et al. EpiExploreR: A Shiny Web Application for the Analysis of Animal Disease Data , 2019, Microorganisms.
[3] F. Montarsi,et al. Mosquito species involved in the circulation of West Nile and Usutu viruses in Italy. , 2017, Veterinaria italiana.
[4] I. Dorigatti,et al. A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy , 2020, PLoS neglected tropical diseases.
[5] C. Missikpode,et al. Knowledge, Attitude, and Practices Regarding Vector-borne Diseases in Western Jamaica , 2015, Annals of Global Health.
[6] B. Biggerstaff,et al. Experimental Infection of Horses with West Nile virus , 2002, Emerging infectious diseases.
[7] A. Tran,et al. Predictive Modeling of West Nile Virus Transmission Risk in the Mediterranean Basin: How Far from Landing? , 2013, International journal of environmental research and public health.
[8] J. Semenza,et al. Environmental Drivers of West Nile Fever Epidemiology in Europe and Western Asia—A Review , 2013, International journal of environmental research and public health.
[9] J. Rappole,et al. Migratory birds and West Nile virus , 2003, Journal of applied microbiology.
[10] D. Gubler,et al. West Nile Virus Transmission in Resident Birds, Dominican Republic , 2003, Emerging infectious diseases.
[11] Kimberly VanderWaal,et al. Translating Big Data into Smart Data for Veterinary Epidemiology , 2017, Front. Vet. Sci..
[12] P. Verdonschot,et al. Flight distance of mosquitoes (Culicidae): A metadata analysis to support the management of barrier zones around rewetted and newly constructed wetlands , 2014 .
[13] Sérgio Freire,et al. GHS built-up grid, derived from Landsat, multitemporal (1975, 1990, 2000, 2014) , 2015 .
[14] Joachim Denzler,et al. Deep learning and process understanding for data-driven Earth system science , 2019, Nature.
[15] S. Campbell,et al. Predictive Mapping of Human Risk for West Nile Virus (WNV) Based on Environmental and Socioeconomic Factors , 2011, PloS one.
[16] Armando Giovannini,et al. Epidemiology of West Nile in Europe and in the Mediterranean Basin , 2010, The Open Virology Journal.
[17] R. Bellini,et al. The experience of West Nile virus integrated surveillance system in the Emilia-Romagna region: five years of implementation, Italy, 2009 to 2013. , 2014, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.
[18] C. Terregino,et al. Evidence of West Nile virus lineage 2 circulation in Northern Italy. , 2012, Veterinary microbiology.
[19] Tzai-Hung Wen,et al. Characterizing Diffusion Dynamics of Disease Clustering: A Modified Space–Time DBSCAN (MST-DBSCAN) Algorithm , 2018 .
[20] Alessandro Nanni Costa,et al. An early start of West Nile virus seasonal transmission: the added value of One Heath surveillance in detecting early circulation and triggering timely response in Italy, June to July 2018 , 2018, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.
[21] Michael E. Schaepman,et al. Predicting Missing Values in Spatio-Temporal Remote Sensing Data , 2018, IEEE Transactions on Geoscience and Remote Sensing.
[22] D. Fuller,et al. Modeling the distribution of the West Nile and Rift Valley Fever vector Culex pipiens in arid and semi-arid regions of the Middle East and North Africa , 2014, Parasites & Vectors.
[23] M. Gilbert,et al. Defining ecological regions in Italy based on a multivariate clustering approach: A first step towards a targeted vector borne disease surveillance , 2019, PloS one.
[24] Luca Brocca,et al. Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles , 2019, IEEE Transactions on Geoscience and Remote Sensing.
[25] Jackson Cothren,et al. A remote sensing and GIS-assisted landscape epidemiology approach to West Nile virus , 2013 .
[26] Markus Metz,et al. Identifying the Environmental Conditions Favouring West Nile Virus Outbreaks in Europe , 2015, PloS one.
[27] M. G. Ciufolini,et al. Experimental studies on comparison of the vector competence of four Italian Culex pipiens populations for West Nile virus , 2015, Parasites & Vectors.
[28] Alejandro C. Frery,et al. Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning , 2018, Acta tropica.
[29] P. Calistri,et al. The national information system for the notification of animal diseases in Italy. , 2011, Veterinaria italiana.
[30] Manfred S. Green,et al. Permissive Summer Temperatures of the 2010 European West Nile Fever Upsurge , 2013, PloS one.
[31] N. Komar. West Nile viral encephalitis. , 2000, Revue scientifique et technique.
[32] P. Calistri,et al. Spatio-Temporal Identification of Areas Suitable for West Nile Disease in the Mediterranean Basin and Central Europe , 2015, PloS one.
[33] C. Rizzo,et al. West Nile virus transmission and human infection risk in Veneto (Italy): a modelling analysis , 2018, Scientific Reports.
[34] A. Gasparrini,et al. West Nile Virus infection in Northern Italy: Case‐crossover study on the short‐term effect of climatic parameters , 2018, Environmental research.
[35] Etienne Z. Gnimpieba,et al. Assessment of vector-host-pathogen relationships using data mining and machine learning , 2020, Computational and structural biotechnology journal.
[36] Ioannis Kioutsioukis,et al. Satellite Earth Observation Data in Epidemiological Modeling of Malaria, Dengue and West Nile Virus: A Scoping Review , 2019, Remote. Sens..
[37] Armando Giovannini,et al. West Nile virus Epidemic in Horses, Tuscany Region, Italy , 2002, Emerging infectious diseases.
[38] P. Calistri,et al. Analysis of climatic and environmental variables associated with the occurrence of West Nile virus in Morocco. , 2013, Preventive veterinary medicine.
[39] Denis White,et al. Using GIS to Generate Spatially Balanced Random Survey Designs for Natural Resource Applications , 2007, Environmental management.
[40] P. Calistri,et al. West Nile virus transmission: results from the integrated surveillance system in Italy, 2008 to 2015 , 2016, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.
[41] Sung Hoon Lim,et al. An unsupervised machine learning model for discovering latent infectious diseases using social media data , 2017, J. Biomed. Informatics.
[42] C. Barker,et al. Overwintering of West Nile virus in a bird community with a communal crow roost , 2018, Scientific Reports.
[43] Z. Wan. New refinements and validation of the collection-6 MODIS land-surface temperature/emissivity product , 2014 .
[44] A. Brault,et al. West Nile viral infection of equids. , 2013, Veterinary microbiology.
[45] Yoshua Bengio,et al. Random Search for Hyper-Parameter Optimization , 2012, J. Mach. Learn. Res..
[46] Annelise Tran,et al. Environmental predictors of West Nile fever risk in Europe , 2014, International Journal of Health Geographics.
[47] Stella Kalaitzopoulou,et al. Identification of Climatic Factors Affecting the Epidemiology of Human West Nile Virus Infections in Northern Greece , 2016, PloS one.
[48] P. Calistri,et al. Phylogenetic analysis of West Nile virus isolated in Italy in 2008. , 2008, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.
[49] M. Jiménez-Clavero,et al. Experimental Infections of Wild Birds with West Nile Virus , 2014, Viruses.
[50] R. Bellini,et al. West Nile Virus Surveillance in 2013 via Mosquito Screening in Northern Italy and the Influence of Weather on Virus Circulation , 2015, PloS one.
[51] A. Olsen,et al. Spatially Balanced Sampling of Natural Resources , 2004 .
[52] S. Paz. Climate change impacts on West Nile virus transmission in a global context , 2015, Philosophical Transactions of the Royal Society B: Biological Sciences.
[53] Andrew P. Morse,et al. Systematic Assessment of the Climate Sensitivity of Important Human and Domestic Animals Pathogens in Europe , 2017, Scientific Reports.