Machine learning methods reveal the temporal pattern of dengue incidence using meteorological factors in metropolitan Manila, Philippines
出版年份 2018 全文链接
标题
Machine learning methods reveal the temporal pattern of dengue incidence using meteorological factors in metropolitan Manila, Philippines
作者
关键词
Dengue, Modeling techniques, Weather, Relative humidity, Climate, Metropolitan Manila
出版物
BMC INFECTIOUS DISEASES
Volume 18, Issue 1, Pages -
出版商
Springer Nature
发表日期
2018-04-17
DOI
10.1186/s12879-018-3066-0
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Effects of local and regional climatic fluctuations on dengue outbreaks in southern Taiwan
- (2017) Ting-Wu Chuang et al. PLoS One
- Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran
- (2016) Omid Rahmati et al. CATENA
- Prediction of Dengue Outbreaks Based on Disease Surveillance and Meteorological Data
- (2016) Aditya Lia Ramadona et al. PLoS One
- Molecular classification of outcomes from dengue virus -3 infections
- (2015) Allan R. Brasier et al. JOURNAL OF CLINICAL VIROLOGY
- Data-driven predictive mapping of gold prospectivity, Baguio district, Philippines: Application of Random Forests algorithm
- (2015) Emmanuel John M. Carranza et al. ORE GEOLOGY REVIEWS
- Climate Factors as Important Determinants of Dengue Incidence in Curaçao
- (2015) M. Limper et al. Zoonoses and Public Health
- Comparison of ARIMA and Random Forest time series models for prediction of avian influenza H5N1 outbreaks
- (2014) Michael J Kane et al. BMC BIOINFORMATICS
- Climate change and dengue: a critical and systematic review of quantitative modelling approaches
- (2014) Suchithra Naish et al. BMC INFECTIOUS DISEASES
- Temporal Correlations Between Mosquito-Based Dengue Virus Surveillance Measures or Indoor Mosquito Abundance and Dengue Case Numbers in Mérida City, México
- (2014) Lars Eisen et al. JOURNAL OF MEDICAL ENTOMOLOGY
- Groundwater qanat potential mapping using frequency ratio and Shannon’s entropy models in the Moghan watershed, Iran
- (2014) Seyed Amir Naghibi et al. Earth Science Informatics
- A Systematic Review and Meta-Analysis of Dengue Risk with Temperature Change
- (2014) Jingchun Fan et al. International Journal of Environmental Research and Public Health
- Statistical Modeling Reveals the Effect of Absolute Humidity on Dengue in Singapore
- (2014) Hai-Yan Xu et al. PLoS Neglected Tropical Diseases
- Comparing the determinants of cropland abandonment in Albania and Romania using boosted regression trees
- (2013) Daniel Müller et al. AGRICULTURAL SYSTEMS
- The global distribution and burden of dengue
- (2013) Samir Bhatt et al. NATURE
- Meta-models as a straightforward approach to the sensitivity analysis of complex models
- (2013) Shaun R. Coutts et al. POPULATION ECOLOGY
- Assessing Weather Effects on Dengue Disease in Malaysia
- (2013) Yoon Cheong et al. International Journal of Environmental Research and Public Health
- Using a generalized additive model with autoregressive terms to study the effects of daily temperature on mortality
- (2012) Lei Yang et al. BMC Medical Research Methodology
- The development of an early warning system for climate-sensitive disease risk with a focus on dengue epidemics in Southeast Brazil
- (2012) Rachel Lowe et al. STATISTICS IN MEDICINE
- Climate-Based Models for Understanding and Forecasting Dengue Epidemics
- (2012) Elodie Descloux et al. PLoS Neglected Tropical Diseases
- Comparison of five modelling techniques to predict the spatial distribution and abundance of seabirds
- (2011) Steffen Oppel et al. BIOLOGICAL CONSERVATION
- Ecological factors associated with dengue fever in a central highlands Province, Vietnam
- (2011) Hau V Pham et al. BMC INFECTIOUS DISEASES
- Time series analysis of dengue incidence in Guadeloupe, French West Indies: Forecasting models using climate variables as predictors
- (2011) Myriam Gharbi et al. BMC INFECTIOUS DISEASES
- Meteorological factors and El Niño Southern Oscillation are independently associated with dengue infections
- (2011) A. EARNEST et al. EPIDEMIOLOGY AND INFECTION
- Impact of daily temperature fluctuations on dengue virus transmission by Aedes aegypti
- (2011) L. Lambrechts et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Dengue Fever in Mainland China
- (2010) Jin-Ya Wu et al. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE
- Spatio-temporal modelling of climate-sensitive disease risk: Towards an early warning system for dengue in Brazil
- (2010) Rachel Lowe et al. COMPUTERS & GEOSCIENCES
- Climate associated size and shape changes in Aedes aegypti (Diptera: Culicidae) populations from Thailand
- (2010) Ronald Enrique Morales Vargas et al. INFECTION GENETICS AND EVOLUTION
- Global Climate Change and Infectious Diseases
- (2010) Emily K. Shuman NEW ENGLAND JOURNAL OF MEDICINE
- Local impact of temperature and precipitation on West Nile virus infection in Culex species mosquitoes in northeast Illinois, USA
- (2010) Marilyn O Ruiz et al. Parasites & Vectors
- Climate change and threat of vector-borne diseases in India: are we prepared?
- (2010) Ramesh C. Dhiman et al. PARASITOLOGY RESEARCH
- Lagged temperature effect with mosquito transmission potential explains dengue variability in southern Taiwan: Insights from a statistical analysis
- (2010) Szu-Chieh Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Dengue Virus Pathogenesis: an Integrated View
- (2009) B. E. E. Martina et al. CLINICAL MICROBIOLOGY REVIEWS
- Assessing the effects of temperature on the population of Aedes aegypti, the vector of dengue
- (2009) H. M. YANG et al. EPIDEMIOLOGY AND INFECTION
- Integrating biophysical models and evolutionary theory to predict climatic impacts on species’ ranges: the dengue mosquitoAedes aegyptiin Australia
- (2009) Michael Kearney et al. FUNCTIONAL ECOLOGY
- A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa
- (2009) R. Ismail et al. International Journal of Applied Earth Observation and Geoinformation
- Climate variability and increase in intensity and magnitude of dengue incidence in Singapore
- (2009) Yien Ling Hii et al. Global Health Action
- Correlation of Climatic Factors and Dengue Incidence in Metro Manila, Philippines
- (2008) Glenn L. Sia Su AMBIO
- A working guide to boosted regression trees
- (2008) J. Elith et al. JOURNAL OF ANIMAL ECOLOGY
- Machine Learning Methods Without Tears: A Primer for Ecologists
- (2008) Julian D. Olden et al. QUARTERLY REVIEW OF BIOLOGY
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