Assessing precipitation event characteristics throughout North Carolina derived from GPM IMERG data products

被引:0
|
作者
Bartuska, Elizabeth [1 ]
Beighley, R. Edward [1 ]
机构
[1] Northeastern Univ, Dept Civil Environm Engn, Boston, MA 02115 USA
来源
FRONTIERS IN WATER | 2024年 / 6卷
关键词
precipitation; global precipitation measurement (GPM); remote sensing; rain gauges; precipitation events; SATELLITE PRECIPITATION; TRMM; TMPA;
D O I
10.3389/frwa.2024.1296586
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The Global Precipitation Measurement (GPM) mission provides near-real time precipitation estimates that can be used for monitoring water supply infrastructure. To better understand the potential use of GPM data products for use in relevant applications, this study examines the performance of the Integrated Multi-satellitE Retrievals for GPM (IMERG) precipitation products throughout North Carolina to capture rainfall events. Event characteristics derived from IMERG precipitation products: early (4 h latency), late (14 h latency), and final (3.5 month latency) are compared to characteristics derived from gauges (N = 282) for the period 2000-2021. Results show that the IMERG data products identify events reasonably well (mean event errors of 6.0, 6.8, and 1.7 mm for early, late, and final products; probability of detection: 0.83, 0.83, 0.86; false alarm ratio: 0.20, 0.18, 0.18, respectively). While the final product performs best, the early and late products perform similarly. While additional research is needed to better understand factors leading to under- and over-estimates of event magnitudes, the findings from this study support the potential use of early/late IMERG data products in water supply monitoring or flood warning systems, where rapid estimates of event precipitation characteristics are needed.
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页数:16
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