Setting expectations for hydrologic model performance with an ensemble of simple benchmarks

IF 3.2 3区 地球科学 Q1 Environmental Science
Wouter J. M. Knoben
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引用次数: 0

Abstract

Example of benchmark inputs and results for a snow-dominated basin, subset to a 4-year period on either side of the calculation (left) and evaluation (right) divide (dotted red line). KGE scores in legends are calculated for the evaluation period. (a) Observed streamflow, precipitation and a ‘rain plus melt’ flux (RPM) derived from precipitation and temperature. RPM is used to define the benchmarks shown in c and d. (b) Flow-only benchmarks. The straight light green line is the traditional (NSE = 0; KGE = 1-√2) mean flow benchmark. (c) Rainfall-runoff ratio benchmarks. A single rainfall-runoff ratio is derived from the data in the calculation period and used to scale annual and monthly RPM sums into flow benchmarks. (d) Simple models that represent catchment function.

Abstract Image

用一组简单基准设定水文模型性能预期值
一个以雪为主的流域的基准输入和结果示例,子集为计算(左侧)和评估(右侧)分界线(红色虚线)两侧的 4 年期。图例中的 KGE 分数是为评估期计算的。(a) 观测到的溪流、降水量以及根据降水量和温度得出的 "雨加融水 "通量 (RPM)。RPM 用于定义 c 和 d 中所示的基准。浅绿色直线是传统的(NSE = 0;KGE = 1-√2)平均流量基准。(c) 降水-径流比基准。根据计算期的数据得出单一的降雨-径流比,并将年度和月度 RPM 总和按比例转换为流量基准。(d) 表示集水功能的简单模型。
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来源期刊
Hydrological Processes
Hydrological Processes 环境科学-水资源
CiteScore
6.00
自引率
12.50%
发文量
313
审稿时长
2-4 weeks
期刊介绍: Hydrological Processes is an international journal that publishes original scientific papers advancing understanding of the mechanisms underlying the movement and storage of water in the environment, and the interaction of water with geological, biogeochemical, atmospheric and ecological systems. Not all papers related to water resources are appropriate for submission to this journal; rather we seek papers that clearly articulate the role(s) of hydrological processes.
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