Applied the Cokriging interpolation method to survey Air Quality Index (AQI) for dust TSP in Da Nang city
Ngày
2018
Tác giả
Nguyen, Cong Nhut
Lai, Van Phut
Bui, Hung Vuong
Tên Tạp chí
Tạp chí ISSN
Nhan đề tập
Nhà xuất bản
Nguyen Tat Thanh University
Giấy phép
Tóm tắt
Mapping to forecast the air pollution concentration in Da Nang city is an urgent issue for management agencies and researchers of environmental pollution. Although the simulation of spatial location has become popular, it uses the classical interpolation methods with low reliability. Based on the distribution of air quality monitoring stations located in industrial parks, residential areas, transport axes... and sources of air pollution, the application of geostatistical theories, this study presents the results of the Cokriging's interpolation selection which provides forecast results of air pollution distribution in Da Nang city with high reliability. In this article, we use the recorded TSP concentrations (one of major air pollution causes at large metropolis) at several observational stations in Da Nang city, employ the Cokriging interpolation method to find suitable models, then predict TSP dust concentrations at some unmeasured stations in the city. Our key contribution is finding good statistical models by several criteria, then fitting those models with high precision.
Mô tả
9 pages.
Từ khóa
Air pollution , Geostatistics , Cokriging , Variogram
Trích dẫn
Nguyen Tat Thanh University. (2018). Journal of Science and Technology - NTTU, Volume 1, No 04. ISSN 2615-9015.