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Supporting data for "Flexible forecast value metric suitable for a wide range of decisions: application using probabilistic subseasonal streamflow forecasts" by Laugesen et.al. (2023)

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adelaide.figshare.com2024-11-10 更新2025-01-15 收录
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资源简介:
Includes input forecasts (CSV), forecast value datasets (HDF5), and generated figures (PNG, PDF). Organised into subdirectories for each figure.The code used for this work has been released as a software library, along with an associated publication. This is available at https://github.com/richardlaugesen/ruvpy and can now be used by researchers and industry to quantify the value of forecast for decision making using RUV (pip install ruvpy).ReferencesLaugesen, Richard and Thyer, Mark and McInerney, David and Kavetski, Dmitri, Software Library to Quantify the Value of Forecasts for Decision-Making: Case Study on Sensitivity to Damages. http://dx.doi.org/10.2139/ssrn.5001881 (under review)Laugesen, R., Thyer, M., McInerney, D., & Kavetski, D. (2023). Flexible forecast value metric suitable for a wide range of decisions: application using probabilistic subseasonal streamflow forecasts. Hydrology and Earth System Sciences, 27(4), 873-893. https://doi.org/10.5194/hess-27-873-2023Laugesen, R., Thyer, M., McInerney, D., & Kavetski, D. (2024). RUVPY software library to quantify the value of forecasts for decision-making using RUV (v0.9.0). Zenodo. https://doi.org/10.5281/zenodo.13939199

该数据集包含输入预测(CSV格式)、预测值数据集(HDF5格式)以及生成的图像(PNG、PDF格式)。图像被组织在各自的子目录中。用于此项工作的代码已被发布为软件库,并伴随相关出版物一同发布。该资源可通过https://github.com/richardlaugesen/ruvpy获取,现可供研究人员和产业界使用,以通过RUV(pip install ruvpy)量化决策中预测的价值。参考文献:Laugesen, Richard and Thyer, Mark and McInerney, David and Kavetski, Dmitri. 软件库用于量化预测对决策的价值:以对损害敏感性的案例研究。http://dx.doi.org/10.2139/ssrn.5001881(待审)。Laugesen, R., Thyer, M., McInerney, D., & Kavetski, D. (2023). 适用于广泛决策的灵活预测价值度量:使用概率性亚季节性河流流量预测的应用。Hydrology and Earth System Sciences, 27(4), 873-893. https://doi.org/10.5194/hess-27-873-2023。Laugesen, R., Thyer, M., McInerney, D., & Kavetski, D. (2024). 用于量化决策中预测价值的RUVPY软件库(v0.9.0)。Zenodo. https://doi.org/10.5281/zenodo.13939199。
提供机构:
The University of Adelaide
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