Water Resources Management最新文献

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Time of Concentration Model for Non-Urban Tropical Basins Based on Physiographic Characteristics and Observed Rainfall Responses 基于地理特征和观测降水响应的非城市热带盆地浓度模式时间
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-12 DOI: 10.1007/s11269-023-03616-8
Aleska Kaufmann Almeida, Isabel Kaufmann de Almeida, José Antonio Guarienti, Luiz Felipe Finck, Sandra Garcia Gabas
{"title":"Time of Concentration Model for Non-Urban Tropical Basins Based on Physiographic Characteristics and Observed Rainfall Responses","authors":"Aleska Kaufmann Almeida, Isabel Kaufmann de Almeida, José Antonio Guarienti, Luiz Felipe Finck, Sandra Garcia Gabas","doi":"10.1007/s11269-023-03616-8","DOIUrl":"https://doi.org/10.1007/s11269-023-03616-8","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135967732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Scenario-based Interval Multi-objective Mixed-integer Programming Model for a Water Supply Problem: An Integrated AHP Technique 基于场景的供水问题区间多目标混合整数规划模型:一种综合AHP技术
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-12 DOI: 10.1007/s11269-023-03638-2
Nadire Ucler, Hale Gonce Kocken
{"title":"A Scenario-based Interval Multi-objective Mixed-integer Programming Model for a Water Supply Problem: An Integrated AHP Technique","authors":"Nadire Ucler, Hale Gonce Kocken","doi":"10.1007/s11269-023-03638-2","DOIUrl":"https://doi.org/10.1007/s11269-023-03638-2","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135963939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Leveraging Transfer Learning in LSTM Neural Networks for Data-Efficient Burst Detection in Water Distribution Systems 利用LSTM神经网络中的迁移学习实现配水系统的数据高效突发检测
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-12 DOI: 10.1007/s11269-023-03637-3
Konstantinos Glynis, Zoran Kapelan, Martijn Bakker, Riccardo Taormina
{"title":"Leveraging Transfer Learning in LSTM Neural Networks for Data-Efficient Burst Detection in Water Distribution Systems","authors":"Konstantinos Glynis, Zoran Kapelan, Martijn Bakker, Riccardo Taormina","doi":"10.1007/s11269-023-03637-3","DOIUrl":"https://doi.org/10.1007/s11269-023-03637-3","url":null,"abstract":"Abstract Researchers and engineers employ machine learning (ML) tools to detect pipe bursts and prevent significant non-revenue water losses in water distribution systems (WDS). Nonetheless, many approaches developed so far consider a fixed number of sensors, which requires the ML model redevelopment and collection of sufficient data with the new sensor configuration for training. To overcome these issues, this study presents a novel approach based on Long Short-Term Memory neural networks (NNs) that leverages transfer learning to manage a varying number of sensors and retain good detection performance with limited training data. The proposed detection model first learns to reproduce the normal behavior of the system on a dataset obtained in burst-free conditions. The training process involves predicting flow and pressure one-time step ahead using historical data and time-related features as inputs. During testing, a post-prediction step flags potential bursts based on the comparison between the observations and model predictions using a time-varied error threshold. When adding new sensors, we implement transfer learning by replicating the weights of existing channels and then fine-tune the augmented NN. We evaluate the robustness of the methodology on simulated fire hydrant bursts and real-bursts in 10 district metered areas (DMAs) of the UK. For real bursts, we perform a sensitivity analysis to understand the impact of data resolution and error threshold on burst detection performance. The results obtained demonstrate that this ML-based methodology can achieve Precision of up to 98.1% in real-life settings and can identify bursts, even in data scarce conditions.","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136012558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Technology-Organization-Environment (TOE) Framework Based on Scientometry for Understanding The Risk Factors in Sustainable Water Resources Management 基于科学计量法的技术-组织-环境(TOE)框架理解可持续水资源管理中的风险因素
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-12 DOI: 10.1007/s11269-023-03634-6
Chih-Hsien Lin, Wei-Hsiang Chen
{"title":"A Technology-Organization-Environment (TOE) Framework Based on Scientometry for Understanding The Risk Factors in Sustainable Water Resources Management","authors":"Chih-Hsien Lin, Wei-Hsiang Chen","doi":"10.1007/s11269-023-03634-6","DOIUrl":"https://doi.org/10.1007/s11269-023-03634-6","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136012830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Construction and Migration of a Multi-source Integrated Drought Index Based on Different Machine Learning 基于不同机器学习的多源综合干旱指数构建与迁移
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-09 DOI: 10.1007/s11269-023-03639-1
Hui Yue, Xiangyu Yu, Ying Liu, Xu Wang
{"title":"The Construction and Migration of a Multi-source Integrated Drought Index Based on Different Machine Learning","authors":"Hui Yue, Xiangyu Yu, Ying Liu, Xu Wang","doi":"10.1007/s11269-023-03639-1","DOIUrl":"https://doi.org/10.1007/s11269-023-03639-1","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135095511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental Investigation on Flow Configuration in Flexible and Rigid Vegetated Streams 柔性和刚性植物流流动形态的实验研究
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-09 DOI: 10.1007/s11269-023-03640-8
Binit Kumar, Swagat Patra, Manish Pandey
{"title":"Experimental Investigation on Flow Configuration in Flexible and Rigid Vegetated Streams","authors":"Binit Kumar, Swagat Patra, Manish Pandey","doi":"10.1007/s11269-023-03640-8","DOIUrl":"https://doi.org/10.1007/s11269-023-03640-8","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135095130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Stable Improved Dynamic Programming Method: An Efficient and Accurate Method for Optimization of Reservoir Flood Control Operation 稳定改进动态规划法:一种高效、准确的水库防洪调度优化方法
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-07 DOI: 10.1007/s11269-023-03622-w
Fuxin Chai, Feng Peng, Hongping Zhang, Wenbin Zang
{"title":"Stable Improved Dynamic Programming Method: An Efficient and Accurate Method for Optimization of Reservoir Flood Control Operation","authors":"Fuxin Chai, Feng Peng, Hongping Zhang, Wenbin Zang","doi":"10.1007/s11269-023-03622-w","DOIUrl":"https://doi.org/10.1007/s11269-023-03622-w","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135254322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analytical Solution for Linearized Saint-Venant Equations with a Uniformly Distributed Lateral Inflow in a Finite Rectangular Channel 有限矩形通道中均匀分布横向流入线性化Saint-Venant方程的解析解
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-06 DOI: 10.1007/s11269-023-03623-9
Shiva Kandpal, Swaroop Nandan Bora
{"title":"Analytical Solution for Linearized Saint-Venant Equations with a Uniformly Distributed Lateral Inflow in a Finite Rectangular Channel","authors":"Shiva Kandpal, Swaroop Nandan Bora","doi":"10.1007/s11269-023-03623-9","DOIUrl":"https://doi.org/10.1007/s11269-023-03623-9","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135351324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simulation of Urban Flood Process Based on a Hybrid LSTM-SWMM Model 基于LSTM-SWMM混合模型的城市洪水过程模拟
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-06 DOI: 10.1007/s11269-023-03600-2
Chenchen Zhao, Chengshuai Liu, Wenzhong Li, Yehai Tang, Fan Yang, Yingying Xu, Liyu Quan, Caihong Hu
{"title":"Simulation of Urban Flood Process Based on a Hybrid LSTM-SWMM Model","authors":"Chenchen Zhao, Chengshuai Liu, Wenzhong Li, Yehai Tang, Fan Yang, Yingying Xu, Liyu Quan, Caihong Hu","doi":"10.1007/s11269-023-03600-2","DOIUrl":"https://doi.org/10.1007/s11269-023-03600-2","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135350303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Water-Saving Revenue Guarantee Optimization in Water Saving Management Contract Based on Simulation Method 基于仿真方法的节水管理合同中节水收益保障优化
3区 环境科学与生态学
Water Resources Management Pub Date : 2023-10-06 DOI: 10.1007/s11269-023-03598-7
Wei Li, Xiaosheng Wang, Ran Li
{"title":"Water-Saving Revenue Guarantee Optimization in Water Saving Management Contract Based on Simulation Method","authors":"Wei Li, Xiaosheng Wang, Ran Li","doi":"10.1007/s11269-023-03598-7","DOIUrl":"https://doi.org/10.1007/s11269-023-03598-7","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135350540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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