In order to complete the study in provincial level of Chiang Rai province, the authors are focusing more on the study of active fire distribution of active fire, AOT and estimated PM10 concentration in the province, in which the final results will be the distribution maps of the three parameters in the province to support the local administrative officers in decision making and develop the appropriate policy for smoke-and-haze and open space burning in the province.