Tetranychus urticae Koch (Acari: Tetranychidae) is a serious pest in cotton fields worldwide. Monitoring of T. urticae with time-series of vegetation index and climatic factors based satellite data was applied to near real-time assessing. The current study aimed to determine correlations between T. urticae population dynamic and effects of Aerosol index of Sentinel-5, Sentinal-2-NDVI (10m), The Land Surface Temperature (LST), MODIS-Evapotranspiration (ET) and CHIRPS-precipitation. Spider mite out-breaking has coincided with the wheat harvesting and where experienced several dusty days with high aerosol index 0.167. Rainfall had a significant negative correlation with T. urticae population (R2 = 0.378) and a threshold precipitation level was estimated at least 2 mm to clean up the canopy. We could not find a significant pattern between temperature and T. urticae population until August 2020 and then the significant positive relationships were observed during August 2020, R² = 0.3519, 0.1283, 0.1675 and 0.178, weekly. Evapotranspiration depicted a statistically synchronous relationship R2 = 0.637 with T. urticae dynamism. There was a positive correlation between increasing NDVI and T. urticae population until August 2020 and then was shifted to negative pattern R2 = 0.273 and 0.139. These findings, aerosol index of sentinel-5 and MODIS-evapotranspiration have potential to forecast spider mite population with high temporal resolution.