GSTDTAP  > 地球科学
DOI10.1016/j.atmosres.2020.105119
Expanding contingency table for intensity and frequency based “true” detection of rainy events in precipitation datasets
Shushobhit Chaudhary, C.T. Dhanya
2020-07-02
发表期刊Atmospheric Research
出版年2020
英文摘要

Conventional Contingency Table (CT) compares the simulated/remotely-sensed dataset with observed dataset based on the frequency of rainfall events detected. However, while drawing comparison, it overlooks the variability in the rainfall intensity of Hit events (rainy events detected by both simulated and observed dataset). We propose to expand the conventional CT by segregating the Hit events into Over-hit (OH), True-hit (TH) and Under-hit (UH) events. While, TH represents those hit events with exactly same magnitude in simulated and observed dataset, OH (UH) represents over-estimation (under-estimation) by the simulated dataset. The efficacy of modified CT is demonstrated by initially using synthetic precipitation time series and later by using real gauge-based and satellite-derived dataset over India. The results show that modified CT provides additional information about the similarity in frequency as well as intensity of rainy events, which is extremely useful in quantifying the “true accuracy” (in form of TH) of the simulated/remotely-sensed dataset.

领域地球科学
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/281702
专题地球科学
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Shushobhit Chaudhary, C.T. Dhanya. Expanding contingency table for intensity and frequency based “true” detection of rainy events in precipitation datasets[J]. Atmospheric Research,2020.
APA Shushobhit Chaudhary, C.T. Dhanya.(2020).Expanding contingency table for intensity and frequency based “true” detection of rainy events in precipitation datasets.Atmospheric Research.
MLA Shushobhit Chaudhary, C.T. Dhanya."Expanding contingency table for intensity and frequency based “true” detection of rainy events in precipitation datasets".Atmospheric Research (2020).
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