The main objective of the study is to generate estimated forecasts of the weather based on the analysis of the data provided by: stations installed around the Pamplonita river basin; global analyzes generated by the NOOA, SENAMI, EARTHWIND and GOES of the NASA; and the results of the WRF prediction model taken from the Institute of Hydrology, Meteorology and Environmental Studies (IDEAM), providing a daily meteorological bulletin. As results, more than 180 forecasts of the weather have been generated with an effectiveness of 80% of occurrence, indicating a good analysis of the numerical model WRF and the interpretation of satellite images. In general, in the forecasts of the weather, realtime monitoring has reached the sectors of agricultural production, livestock and the community in general, which are in charge of acting, mitigating, preventing and dealing with extreme weather events, in order to make sound decisions in each of its areas.