4.6 Article

Multiscale Complexity Analysis of Rainfall in Northeast Brazil

期刊

WATER
卷 13, 期 22, 页码 -

出版社

MDPI
DOI: 10.3390/w13223213

关键词

rainfall; sample entropy; multiscale entropy

资金

  1. CNPq [307445/2018-6, 304497/2019-3, 441305/2017-2]
  2. INCT-MCTI/CNPq/CAPES/FAPs [465764/2014-2]
  3. Facepe [465764/2014-2, APQ-0532-5.01/14]
  4. [CNPq 307445/2018-6]
  5. [Facepe APQ-0296-5.01/17]
  6. [APQ-0296-5.01/17]

向作者/读者索取更多资源

This study analyzed the complexity of monthly rainfall temporal series recorded at 133 gauge stations in the state of Pernambuco, northeastern Brazil from 1962 to 2012 using the modified multiscale entropy method. The research identified temporal scales that distinguish rainfall regularity in different regions and contributes to the establishment of multiscale methods based on information theory in climatological studies.
In this work, we analyze the complexity of monthly rainfall temporal series recorded from 1962 to 2012, at 133 gauge stations in the state of Pernambuco, northeastern Brazil. To this end, we employ the modified multiscale entropy method (MMSE), which is well suited for short time series, to analyze the rainfall regularity across a wide range of temporal scales, from one month to one year. We identify the temporal scales that distinguish rainfall regularity in the inland semiarid Sertao region, the transitional inland Agreste region, and the coastal, tropical humid Zona da Mata region, by comparing the results for stations across the study area and performing statistical significance tests. Our work contributes to the establishment of multiscale methods based on information theory in climatological studies.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据