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Table 1 Variables of the daily vector index, meteorological data, and air quality indices

From: Improving dengue fever predictions in Taiwan based on feature selection and random forests

Category

Features

Source

Description

Dengue cases

Local dengue cases

Centers for Disease Control, Taiwana,b

Dengue daily confirmed cases

Vector index

BI

HI

LI

Dengue mosquito investigation records

\(\mathrm{BreteauIndex}\left(\text{BI}\right)(\%)=\frac{No.\;of\;positive\;containers\;infested}{Total\;no.\;of\;containers\;inspected}\ast100\)  

\(\mathrm{HouseIndex}\left(\text{HI}\right)(\%)=\frac{No.\;of\;positive\;housees\;infected}{Total\;no.\;of\;houses\;inspected}\ast100\)  

\(\mathrm{LarvaIndex}\left(\text{LI}\right)(\%)=\frac{No.\;of\;larvae}{Total\;no.\;of\;houses\;inspected}\ast100\)  

Meteorological data

Temperature

Rainfall

Relative humidity

UV index

Wind speed

Atmospheric pressure

Central Weather Bureau, Taiwanc

Temperature: daily average temperature (oC)

Rainfall: daily total rainfall (mm)

Relative Humidity: daily average relative humidity (%)

UV Index

Wind Speed: average wind speed per hour (km/hr)

Atmospheric pressure (hPa)

Air quality index

PM10

PM2.5

Environmental Protection Administration, Taiwand

PM10(μg/m3): Inhalable particles with diameters which are 10 µm or smaller

PM2.5(μg/m3): Inhalable particles with diameters which are 2.5 µm or smaller

  1. Abbreviation: BI Breteau Index, HI House Index, LI Larvae Index, UV ultraviolet
  2. ahttps://data.cdc.gov.tw/en/dataset/dengue-daily-determined-cases-1998
  3. bhttps://data.cdc.gov.tw/en/dataset/dengue-mosquito-investigation-latest-12m
  4. chttps://opendata.cwb.gov.tw/dataset/observation?page=1
  5. dhttps://www.epa.gov.tw/eng/5B794123D2E93D96