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References from Investigating linkages between human movement and meteorological variables on dengue outbreaks in the Pacific Islands. Local targets link to admitted publications; unresolved targets remain external evidence.
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Effects of temperature, rainfall, and El Niño Southern Oscillations on dengue-like-illness incidence in Solomon Islands
10.1186/s12879-023-08188-x · 2023 · External reference
The effect of weather and climate on dengue outbreak risk in Peru 2000 -2018: A time-series analysis
10.1371/journal.pntd.0010479 · 2022 · External reference
Risk prediction system for dengue transmission based on high resolution weather data
10.1371/journal.pone.0208203 · 2018 · External reference
The development of predictive tools for pre-emptive dengue vector control: a study of Aedes aegypti abundance and meteorological variables in North Queensland, Australia
10.1111/j.1365-3156.2010.02592.x · 2010 · External reference
Longitudinal studies of Aedes aegypti (Diptera: Culicidae) in Thailand and Puerto Rico: population dynamics
10.1603/0022-2585-37.1.77 · 2000 · External reference
A systematic review of dengue outbreak prediction models: current scenario and future directions
10.1371/journal.pntd.0010631 · 2023 · External reference
Dengue early warning system as outbreak prediction tool: a systematic review
10.2147/rmhp.s361106 · 2022 · External reference
Incorporating human mobility data improves forecasts of Dengue fever in Thailand
10.1038/s41598-020-79438-0 · 2021 · External reference
Impact of human mobility on the emergence of dengue epidemics in Pakistan
10.1073/pnas.1504964112 · 2015 · External reference
Human mobility and the infectious disease transmission: a systematic review
10.1080/10095020.2023.2275619 · 2024 · External reference
The impact of population mobility on dengue: an experience from Northern Sri Lanka
10.4038/sljid.v9i2.8252 · 2019 · External reference
The 2012 Madeira dengue outbreak: epidemiological determinants and future epidemic potential
10.1371/journal.pntd.0003083 · 2014 · External reference
Air travel is associated with intracontinental spread of dengue virus serotypes 1-3 in Brazil
2014 · External reference
Possible association between recent migration and hospitalisation for dengue in an urban population: a prospective case-control study in northern Vietnam
2014 · External reference
House-to-house human movement drives dengue virus transmission
10.1073/pnas.1213349110 · 2013 · External reference
Prediction of dengue cases based on human mobility and seasonality—an example for the city of Jakarta
10.1002/mma.7648 · 2021 · External reference
Predicting dengue outbreaks at neighbourhood level using human mobility in urban areas
10.1098/rsif.2020.0691 · 2020 · External reference
Effects of human mobility, temperature and mosquito control on the spatiotemporal transmission of dengue
10.1016/j.scitotenv.2018.09.182 · 2019 · External reference
Modelling dengue epidemic spreading with human mobility
10.1016/j.physa.2015.12.015 · 2016 · External reference
Modeling stochastic processes in disease spread across a heterogeneous social system
10.1073/pnas.1801429116 · 2019 · External reference
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Random forests
10.1023/a:1010933404324 · 2001 · External reference
Machine learning methods reveal the temporal pattern of dengue incidence using meteorological factors in metropolitan Manila, Philippines
10.1186/s12879-018-3066-0 · 2018 · External reference
Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales in Colombia
10.1371/journal.pntd.0008056 · 2020 · External reference
Developing a dengue forecasting model: a case study in Iligan City
2019 · External reference
Weekly forecasting model for dengue hemorrhagic fever outbreak in Thailand
10.4186/ej.2020.24.3.71 · 2020 · External reference
Machine-learning-based forecasting of dengue fever in brazilian cities using epidemiologic and meteorological variables
10.1093/aje/kwac090 · 2022 · External reference
10.1145/2939672.2939785
10.1145/2939672.2939785 · External reference
10.1109/icdh.2018.00045
10.1109/icdh.2018.00045 · External reference
10.1109/iciinfs.2017.8300381
10.1109/iciinfs.2017.8300381 · External reference
Deep learning models for forecasting dengue fever based on climate data in Vietnam
2022 · External reference
Accurate prediction of sugarcane yield using a random forest algorithm
10.1007/s13593-016-0364-z · 2016 · External reference
Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data
10.1080/01431161.2012.713142 · 2012 · External reference
Concurrent outbreaks of dengue, chikungunya and Zika virus infections - an unprecedented epidemic wave of mosquito-borne viruses in the Pacific 2012 -2014
10.2807/1560-7917.es2014.19.41.20929 · 2014 · External reference
Arboviral disease outbreaks in the pacific islands countries and areas 2014 to 2020: a systematic literature and document review
10.3390/pathogens11010074 · 2022 · External reference
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10.25080/majora-92bf1922-011
10.25080/majora-92bf1922-011 · External reference
Scikit-learn: machine learning in python
2011 · External reference
Classification and Regression by randomForest
2002 · External reference
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Human mobility data and analysis for urban resilience: a systematic review
2022 · External reference
