The ZoonoDems (Zoonotic Disease Early Monitoring System) is geared to develop a Monitoring System that could help track and provide early detection to the spread of zoonotic diseases like African Swine Flu, Malaria and Dengue. The system will help in the decision making to mitigate the spread of these types of diseases. We used climate data of NASA(MODIS/Aqua Land Surface Temperature/Emissivity 5-Min L2 Swath 1km V006https://search.earthdata.nasa.gov/search/granules?p=C194001216-LPDAAC_ECS&q=temperature%20data&tl=15557097) to correlate to the spreading of diseases that was gathered by stakeholders using linear regression analysis.