Data

Below is a list of the variables used in our forecasting model and their source.

Aerosol Optical Depth

Aerosol Optical Depth | Moderate Resolution Infrared Spectroradiometer (MODIS)

Lake Temperature

Lake-max-temp |  Moderate Resolution Infrared Spectroradiometer (MODIS)
Lake-mean-temp |  Moderate Resolution Infrared Spectroradiometer (MODIS)
Land-max-temp |  Moderate Resolution Infrared Spectroradiometer (MODIS)
Land-mean-temp |  Moderate Resolution Infrared Spectroradiometer (MODIS)

Relative Humidity

daily-mean-relative-humidity | Global Forecast System Model

Mean Temperature at 2m

daily-mean-temp-2m | Global Forecast System Model
5day-mean-temp-2m | Global Forecast System Model
5day-mean-temp-anomaly | Global Forecast System Model

Wind Direction

daily-mean-wind-direction | Global Forecast System Model

Wind Speed

daily-mean-wind-speed | Global Forecast System Model
3day-mean-wind-speed | Global Forecast System Model
5day-mean-wind-speed | Global Forecast System Model

Runoff

Runoff | FLDAS Model

Rain

medium-rain | IMERG
1week-accum-rain | Tropical Rainfall Measuring Mission (TRMM) and IMERG
2week-accum-rain | Tropical Rainfall Measuring Mission (TRMM) and IMERG

Historical Ground Precipitation

ground-precipitation | INSIVUMEH Ground Stations

Latest Sentinel-2 image of Lake Atitlan