TRMM 3B43 Product-Based Spatial and Temporal Anatomy of Precipitation Trends: Global Perspective

被引:0
|
作者
Salahuddin M. Jaber
Mahmoud M. Abu-Allaban
机构
[1] Hashemite University,Department of Water Management and Environment, Faculty of Natural Resources and Environment
来源
关键词
TRMM 3B43; Precipitation; Linear rates of change; Simple linear regression; Tukey test;
D O I
暂无
中图分类号
学科分类号
摘要
This study harnessed some of the many opportunities provided by the TRMM 3B43 data in order to generate maps illustrating the spatial and temporal distribution of significant linear rates of change of annual total precipitation for the surface of earth bounded by latitudes 50° S and 50° N for the years 1998–2018 by applying pixel-based simple linear regression. These maps are valuable for many applications and should enhance our understanding of the global precipitation patterns and trigger more research in order to explain what has not been explained. It has been found that the whole study area had a mean significant linear rate of change of − 0.4 mm/year. Nearly half of its area had significant linear rates of increase with a mean of 8.5 mm/year while the other half had significant linear rates of decrease with mean of − 7.6 mm/year. Landmass alone can be divided into nearly two halves; the first had significant linear rates of increase with a mean of 5.2 mm/year while the second had significant linear rates of decrease with mean of − 7.0 mm/year. Water areas alone also can nearly be divided into two halves; the first showed significant linear rates of increase with a mean of 9.6 mm/year while the second showed significant linear rates of decrease with mean of − 7.8 mm/year. Grouping the whole study area into six climatic zones and 21 administrative land and water regions and applying pixel-based Tukey test showed that the obtained significant linear rates of change varied significantly among these climatic and administrative regions.
引用
收藏
相关论文
共 37 条
  • [1] TRMM 3B43 Product-Based Spatial and Temporal Anatomy of Precipitation Trends: Global Perspective
    Jaber, Salahuddin M.
    Abu-Allaban, Mahmoud M.
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2020, 192 (07)
  • [2] Spatial downscaling of TRMM 3B43 precipitation considering spatial heterogeneity
    Chen, Fengrui
    Liu, Yu
    Liu, Qiang
    Li, Xi
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2014, 35 (09) : 3074 - 3093
  • [3] An Improved Spatial Downscaling Procedure for TRMM 3B43 Precipitation Product Using Geographically Weighted Regression
    Chen, Cheng
    Zhao, Shuhe
    Duan, Zheng
    Qin, Zhihao
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 8 (09) : 4592 - 4604
  • [4] Comparing the version 7 TRMM 3B43 monthly precipitation product with the TRMM 3B43 version 6/6A and Bureau of Meteorology datasets for Australia
    Fleming, K.
    Awange, J. L.
    [J]. AUSTRALIAN METEOROLOGICAL AND OCEANOGRAPHIC JOURNAL, 2013, 63 (03): : 421 - 425
  • [5] Assessment of TRMM 3B43 product for drought monitoring in Singapore
    Mou Leong Tan
    Chua, Vivien P.
    Kok Chooi Tan
    Brindha, K.
    [J]. REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XIX, 2017, 10421
  • [6] A Study to Compare Three Different Spatial Downscaling Algorithms of Annual TRMM 3B43 Precipitation
    Xie, Wenhao
    Yi, Shanzhen
    Leng, Chuang
    [J]. 2018 26TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS (GEOINFORMATICS 2018), 2018,
  • [7] Evaluation of the TRMM 3B43 gridded precipitation estimates over Greece
    Nastos, P. T.
    Kapsomenakis, J.
    Philandras, K. M.
    [J]. ATMOSPHERIC RESEARCH, 2016, 169 : 497 - 514
  • [8] Evaluating the TRMM 3B43 monthly precipitation product using gridded raingauge data over Australia
    Fleming, K.
    Awange, J. L.
    Kuhn, M.
    Featherstone, W. E.
    [J]. AUSTRALIAN METEOROLOGICAL AND OCEANOGRAPHIC JOURNAL, 2011, 61 (03): : 171 - 184
  • [9] Characterizing spatial patterns of precipitation based on corrected TRMM 3B43 data over the mid Tianshan Mountains of China
    Xuan Ji
    Yunfang Chen
    [J]. Journal of Mountain Science, 2012, 9 : 628 - 645
  • [10] Characterizing spatial patterns of precipitation based on corrected TRMM 3B43 data over the mid Tianshan Mountains of China
    Ji Xuan
    Chen Yunfang
    [J]. JOURNAL OF MOUNTAIN SCIENCE, 2012, 9 (05) : 628 - 645