ae_aegypti_cdmx.RdAn Aedes aegypti dataset from the urban area of the metropolitan zone of Mexico City
ae_aegypti_cdmxA sf object with 214 rows and 43 variables
is the binary response variable of presence and pseudo-absence
Annual mean temperature
Mean diurnal range
Isothermality
Temperature seasonality
Max temperature of the warmest month
Min temperature of the coldest month
Annual temperature range
Mean temperature of wettest quarter
Mean temperature of driest quarter
Mean temperature of warmest quarter
Mean temperature of coldest quarter
Annual precipitation
Precipitation of wettest month
Precipitation of driest month
Precipitation seasonality
Precipitation of wettest quarter
Precipitation of driest quarter
Precipitation of warmest quarter
Precipitation of coldest quarter
Dinamyc Habitat Indices
Human Foot Print
Accessibility index
Enviromental quality index
Marginalization index
Social lag index
Population
IndexP 2022
Dengue temperature suitability
Temperature mean
Estimated probability of complete coverage by built
Estimated probability of complete coverage by trees
Normalized Difference Vegetation Index
Palmer Drought Severity Index
Precipitation mean
average minimum temperature
average maximum temperature
Evaporative Demand Drought Index
Relative humidity
Elevation
Standardized Urban Heat Island
Urban Heat Island
simple feature.
The Ae. aegypti database was used to model the probability of presence in the urban area of the Mexico City metropolitan area using machine learning algorithms XGBoost and LightGBM.