Basic geographic data include information on basic geographical elements, such as administrative districts, terrains, residences, roads, railways, and river systems. The RS data include vegetation coverage, soil moisture, soil humidity, and land coverage (i.e., woodland, grassland, wetland, desert, and farmland) interpreted from RS data. Meteorological data include information on daily maximum air temperature (°C), daily minimum air temperature (°C), precipitation (mm), average wind velocity (m), and sunshine duration (h). In this work, 1:4,000,000 national soil spatial data were used to provide information on soil type, pH values, and so on. The thematic spatial data on locust occurrence contain information on the degree of locust occurrence on sampling sites, locust generating areas, locust breeding regions, obstacles location, locust controlling areas, locust control supplies stations, locust control special airports, and work stations of locust control teams.