Comparison of Mann-Kendall and Sen's innovative trend method for climatic parameters over Nigeria's climatic zones

被引:44
作者
Agbo, Emmanuel P. [1 ]
Nkajoe, Ugochukwu [2 ]
Edet, Collins O. [1 ,3 ,4 ]
机构
[1] Cross River Univ Technol, Dept Phys, Calabar, Nigeria
[2] Univ Port Harcourt, Dept Phys, Port Harcourt, Nigeria
[3] Univ Malaysia, Inst Engn Math, Arau 02600, Perlis, Malaysia
[4] Univ Malaysia, Fac Elect Engn Technol, Arau 02600, Perlis, Malaysia
关键词
Sen's innovative trend test; Mann-Kendall test; Equivalent potential temperature parameters; Refractivity parameters; Nigeria; Climate zones; Water vapour; WATER-VAPOR; TEMPORAL TRENDS; RAINFALL; TEMPERATURE; COMPUTATION; IRRIGATION;
D O I
10.1007/s00382-022-06521-9
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Creating innovative ways for the identification of trends is a very vital part of atmospheric studies. Different climatic locations present their unique variations, calling for the dynamism of trend analysis. In addition to the widely adopted Mann- Kendall (MK) trend test, the new Sen's innovative trend analysis (ITA) method has been applied to analyze the trends of refractivity related (atmosphere pressure-AP, vapour pressure-VP, ambient temperature-T) and equivalent potential temperature-EPT related parameters (mixing ratio of air-R, absolute temperature at the lifting condensation level-T-L, potential temperature-PT). This analysis was perfomed using 40 years' data (1981-2020) from 4 stations from each climatic zone of Nigeria (Calabar-Tropical monsoon, Ibadan-Tropical Savannah, Kano-Warm semiarid climate, and Kukawa-Warm desert climate). The MK test detects trends in 16 of the total 32 parameters across all locations/climatic regions. The Sen's ITA method however, detects trends for an average of about 27 parameters for all low, medium and high values. MK results for parameters across climatic zones that show no trends are demystified by the Sen's ITA method with increasing and/or decreasing trends across low, medium or high values; consequently, parameters that show trends from the MK test have monotonically increasing trends (where all low, medium and high values are above the 1:1 (45 degrees) line) for the Sen's ITA test. Other comparisons between both methods were outlined and explained; correlation heat maps were used to show the relationship between all parameters for each climatic location, describing the effect of climate on the variations of these parameters. The low, medium and high values revealed from the Sen's ITA method can be informative for telecom and renewable energy applications, guiding engineers and system designers to understand the trends within range of values for a particular climatic parameter. [GRAPHICS] .
引用
收藏
页码:3385 / 3401
页数:17
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