Effects of high temperatures and heatwaves on dengue fever: a systematic review and meta-analysis
Background Studies have shown that dengue virus transmission increases in association
with ambient temperature. We performed a systematic review and meta-analysis to assess …
with ambient temperature. We performed a systematic review and meta-analysis to assess …
Effects of ambient temperature and precipitation on the risk of dengue fever: A systematic review and updated meta-analysis
Y Li, Q Dou, Y Lu, H Xiang, X Yu, S Liu - Environmental Research, 2020 - Elsevier
Objectives We systematically reviewed the published studies on the relationship between
dengue fever and meteorological factors and applied a meta-analysis to explore the effects …
dengue fever and meteorological factors and applied a meta-analysis to explore the effects …
Prediction of dengue outbreak in Selangor Malaysia using machine learning techniques
Dengue fever is a mosquito-borne disease that affects nearly 3.9 billion people globally.
Dengue remains endemic in Malaysia since its outbreak in the 1980's, with its highest …
Dengue remains endemic in Malaysia since its outbreak in the 1980's, with its highest …
Nonlinear and delayed impacts of climate on dengue risk in Barbados: A modelling study
Background Over the last 5 years (2013–2017), the Caribbean region has faced an
unprecedented crisis of co-occurring epidemics of febrile illness due to arboviruses …
unprecedented crisis of co-occurring epidemics of febrile illness due to arboviruses …
Statistical modeling of the effect of rainfall flushing on dengue transmission in Singapore
CM Benedum, OME Seidahmed… - PLoS neglected …, 2018 - journals.plos.org
Background Rainfall patterns are one of the main drivers of dengue transmission as
mosquitoes require standing water to reproduce. However, excess rainfall can be disruptive …
mosquitoes require standing water to reproduce. However, excess rainfall can be disruptive …
Machine learning methods reveal the temporal pattern of dengue incidence using meteorological factors in metropolitan Manila, Philippines
TM Carvajal, KM Viacrusis, LFT Hernandez… - BMC infectious …, 2018 - Springer
Background Several studies have applied ecological factors such as meteorological
variables to develop models and accurately predict the temporal pattern of dengue …
variables to develop models and accurately predict the temporal pattern of dengue …
Development of UAV-Based PM2.5 Monitoring System
This paper proposes a UAV-based PM2. 5 air quality and temperature-humidity monitoring
system. The system includes an air quality detector comprising four Arduino sensor …
system. The system includes an air quality detector comprising four Arduino sensor …
Association between dengue fever incidence and meteorological factors in Guangzhou, China, 2005–2014
This study aims to (1) investigate the associations between climatic factors and dengue; and
(2) identify the susceptible subgroups. De-identified daily dengue cases in Guangzhou for …
(2) identify the susceptible subgroups. De-identified daily dengue cases in Guangzhou for …
Air quality index prediction using IDW geostatistical technique and OLS-based GIS technique in Kuala Lumpur, Malaysia
It is known, that the polluted air influences straightforwardly on human wellbeing. Along
these lines, the air quality checking surveys the nature of air and recognize defiled …
these lines, the air quality checking surveys the nature of air and recognize defiled …
Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales …
N Zhao, K Charland, M Carabali… - PLoS neglected …, 2020 - journals.plos.org
The robust estimate and forecast capability of random forests (RF) has been widely
recognized, however this ensemble machine learning method has not been widely used in …
recognized, however this ensemble machine learning method has not been widely used in …