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Using Prediction Uncertainty Analysis to Design Hydrologic Monitoring Networks: Example Applications from the Great Lakes Water Availability Pilot Project

机译：使用预测不确定性分析设计水文监测网络：大湖水可用性试点项目的实例应用

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摘要

The purposes of this report are (1) to evaluate the results of data worth and network-analysis design by using publicly available tools and (2) to explore several scenarios in a realistic modeling context reflecting decisions supporting the early stages of a network-design application. Two main suites of tools are currently available to practitioners to make the calculations required for this type of analysis. The scope of this report is confined to exploration of data worth for a network of potential head observations in the context of a head prediction and a flux prediction.

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Fienen, M. N.; Doherty, J. E.; Hunt, R. J.; Reeves, H. W.;
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年度 2010
页码 1-49
总页数 49
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Hydrologic monitoring networks ; Uncertainity ; Models ; Stress ; Prediction ; Parameter contributions ; Observation locations ; Parameterization ; Observation networks ; Structural parameters ; Applications;

机译：水文监测网络;不确定性;模型;应力;预测;参数贡献;观测位置;参数化;观测网络;结构参数;应用;

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专利

1. Reconnecting Stochastic Methods With Hydrogeological Applications: A Utilitarian Uncertainty Analysis and Risk Assessment Approach for the Design of Optimal Monitoring Networks [J] . Bode Felix, Ferre Ty, Zigelli Niklas, Water resources research . 2018,第3期

机译：将随机方法与水文地质应用重新联系起来：最优监测网络设计的功利性不确定性分析和风险评估方法
2. Application of a Genetic Algorithm to the Design of Groundwater Monitoring Well Networks under Conditions of Uncertainty [J] . K. Inoue, T. Tanaka, I. Masaki The Proceedings of the International Offshore and Polar Engineering Conference . 2005,第0期

机译：遗传算法在不确定条件下地下水监测井网设计中的应用
3. Application of Bayesian regularized BP neural network model for analysis of aquatic ecological data-A case study of chlorophyll- a prediction in Nanzui water area of Dongting Lake [J] . XU Min, ZENG Guang-ming, XU Xin-yi Journal of Environmental Sciences . 2005,第6期

机译：贝叶斯正则化BP神经网络模型在水生生态数据分析中的应用-以叶绿素为例-洞庭湖南嘴水域预测
4. Application of a Genetic Algorithm to the Design of Groundwater MonitoringWell Networks under Conditions of Uncertainty [C] . K. Inoue, T. Tanaka, I. Masaki The proceedings of the fifteenth (2005) international offshore and polar engineering conference (ISOPE-2005 Seoul) . 2005

机译：遗传算法在不确定条件下地下水监测井网设计中的应用
5. Using coupled modeling approaches to quantify hydrologic prediction uncertainty and to design effective monitoring networks. [D] . Blainey, Joan Brandon. 2008

机译：使用耦合建模方法来量化水文预报的不确定性并设计有效的监测网络。
6. Projecting the Impact of Regional Land-Use Change and Water Management Policies on Lake Water Quality: An Application to Periurban Lakes and Reservoirs [O] . Arnaud Catherine, David Mouillot, Selma Maloufi, -1

机译：预测区域土地利用变化和水资源管理政策对湖泊水质的影响：在Periurban湖泊和水库中的应用
7. Using prediction uncertainty analysis to design hydrologic monitoring networks: Example applications from the Great Lakes water availability pilot project [O] . Michael N. Fienen, John E. Doherty, Randall J. Hunt, 2010

机译：使用预测不确定性分析设计水文监控网络：大湖水可用性试点项目的示例应用

Using Prediction Uncertainty Analysis to Design Hydrologic Monitoring Networks: Example Applications from the Great Lakes Water Availability Pilot Project

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