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Should seasonal rainfall forecasts be used for flood preparedness?

机译:是否应将季节性降雨预报用于防洪?

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摘要

In light of strong encouragement for disaster managers to use climate services for flood preparation, we question whether seasonal rainfall forecasts should indeed be used as indicators of the likelihood of flooding. Here, we investigate the primary indicators of flooding at the seasonal timescale across sub-Saharan Africa. Given the sparsity of hydrological observations, we input bias-corrected reanalysis rainfall into the Global Flood Awareness System to identify seasonal indicators of floodiness. Results demonstrate that in some regions of western, central, and eastern Africa with typically wet climates, even a perfect tercile forecast of seasonal total rainfall would provide little to no indication of the seasonal likelihood of flooding. The number of extreme events within a season shows the highest correlations with floodiness consistently across regions. Otherwise, results vary across climate regimes: floodiness in arid regions in southern and eastern Africa shows the strongest correlations with seasonal average soil moisture and seasonal total rainfall. Floodiness in wetter climates of western and central Africa and Madagascar shows the strongest relationship with measures of the intensity of seasonal rainfall. Measures of rainfall patterns, such as the length of dry spells, are least related to seasonal floodiness across the continent. Ultimately, identifying the drivers of seasonal flooding can be used to improve forecast information for flood preparedness and to avoid misleading decision-makers.
机译:鉴于强烈鼓励灾难管理人员使用气候服务来进行防洪工作,我们质疑是否应将季节性降雨预报确实用作洪水发生可能性的指标。在这里,我们调查了整个撒哈拉以南非洲地区季节性洪水泛滥的主要指标。鉴于水文观测的稀疏性,我们将经过校正的偏倚分析雨量输入全球洪水意识系统,以识别洪水的季节性指标。结果表明,在非洲,中部和东部非洲典型的潮湿气候地区,即使对季节总降雨量进行完美的预报也无法提供季节性洪水泛滥的迹象。一个季节内发生的极端事件数量与各个地区的洪水泛滥之间的相关性最高。否则,结果会因气候体制而异:南部非洲和东部非洲干旱地区的洪涝与季节性平均土壤湿度和季节性总降雨量显示出最强的相关性。西部和中部非洲以及马达加斯加的潮湿气候中的洪水与季节性降雨强度的测量关系最密切。降雨模式的测量值,例如干旱时期的长度,与整个非洲大陆的季节性洪水关系最小。最终,确定季节性洪水的驱动因素可用于改善洪水准备的预报信息,并避免误导决策者。

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