Advanced algorithms for studying the impact of climate changes on ozone levels in the atmosphere

被引:0
作者
Zlatev, Zahari [1 ]
Dimov, Ivan [2 ]
Farago, Istvan [3 ,4 ]
Georgiev, Krassimir [2 ]
Havasi, Agnes [3 ,5 ]
机构
[1] Aarhus Univ, Dept Environm Sci, Roskilde, Denmark
[2] Bulgarian Acad Sci, Inst Informat & Commun Technol, Sofia, Bulgaria
[3] MTA ELIE Numer Anal & Large Networks Res Grp, H-1117 Budapest, Hungary
[4] Budapest Univ Technol & Econ, Dept Differential Equat, Muegyet Rkp 3, H-1111 Budapest, Hungary
[5] Eotvos Lorand Univ, Dept Appl Anal & Computat Math, Budapest, Hungary
基金
匈牙利科学研究基金会;
关键词
large-scale environmental models; systems of nonlinear PDEs; numerical algorithms; splitting techniques; parallel codes; high-speed computers; cache memory; climate changes; ozone levels; damaging effects; AIR-POLLUTION LEVELS; NUMERICAL-INTEGRATION; BIOGENIC EMISSIONS; MODEL; ASSIMILATION; PART; TRANSPORT; BULGARIA; PREDICTIONS; STEPSIZE;
D O I
10.1504/IJEP.2019.104522
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The impact of the increased temperature on some pollution levels is studied by developing climate scenarios and by running them on a period of 16 consecutive years. The mathematical model used in the experiments is a system of nonlinear partial differential equations (PDEs) and the space domain contains the whole of Europe together with some of its surroundings. Difficult computational problems arise after the direct discretisation of the spatial derivatives in the equations. The enormous computational problems can be treated successfully only by resolving five important tasks: 1) applying accurate and efficient numerical algorithms; 2) selecting an appropriate splitting procedure; 3) developing parallel codes; 4) using high-speed computers; 5) exploiting well the cache memories of the parallel computers. Numerical results will be presented in order to illustrate both the efficiency of the code and the fact that the future climate changes will result in consistent increase of some pollution levels.
引用
收藏
页码:212 / 238
页数:27
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