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Data-Driven Dam Outflow Prediction Using Deep Learning with Simultaneous Selection of Input Predictors and Hyperparameters Using the Bayesian Optimization Algorithm 利用贝叶斯优化算法同时选择输入预测因子和超参数的深度学习进行数据驱动的大坝泄洪预测
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-12-01 DOI: 10.1007/s11269-023-03677-9
Vinh Ngoc Tran, Duc D. Dinh, Binh Duy Huy Pham, Kha Dinh Dang, Tran Ngoc Anh, Ha Nguyen Ngoc, Giang Tien Nguyen
{"title":"Data-Driven Dam Outflow Prediction Using Deep Learning with Simultaneous Selection of Input Predictors and Hyperparameters Using the Bayesian Optimization Algorithm","authors":"Vinh Ngoc Tran, Duc D. Dinh, Binh Duy Huy Pham, Kha Dinh Dang, Tran Ngoc Anh, Ha Nguyen Ngoc, Giang Tien Nguyen","doi":"10.1007/s11269-023-03677-9","DOIUrl":"https://doi.org/10.1007/s11269-023-03677-9","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":" 22","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138612592","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 Multi-Task Learning Based Runoff Forecasting Model for Multi-Scale Chaotic Hydrological Time Series 基于多任务学习的多尺度混沌水文时间序列径流预报模型
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-30 DOI: 10.1007/s11269-023-03681-z
Hui Zuo, Gaowei Yan, Ruochen Lu, Rong Li, Shuyi Xiao, Yusong Pang
{"title":"A Multi-Task Learning Based Runoff Forecasting Model for Multi-Scale Chaotic Hydrological Time Series","authors":"Hui Zuo, Gaowei Yan, Ruochen Lu, Rong Li, Shuyi Xiao, Yusong Pang","doi":"10.1007/s11269-023-03681-z","DOIUrl":"https://doi.org/10.1007/s11269-023-03681-z","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"22 22","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139197012","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
Recent Advances in Surface Water Quality Prediction Using Artificial Intelligence Models 利用人工智能模型进行地表水质量预测的最新进展
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-30 DOI: 10.1007/s11269-023-03666-y
Qingqing Zhang, Xue-yi You
{"title":"Recent Advances in Surface Water Quality Prediction Using Artificial Intelligence Models","authors":"Qingqing Zhang, Xue-yi You","doi":"10.1007/s11269-023-03666-y","DOIUrl":"https://doi.org/10.1007/s11269-023-03666-y","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"15 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139201612","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
Assessing the Effect of Future Climate Change on Drought Characteristics and Propagation from Meteorological to Hydrological Droughts—A Comparison of Three Indices 评估未来气候变化对干旱特征的影响以及从气象干旱到水文干旱的传播--三种指数的比较
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-30 DOI: 10.1007/s11269-023-03679-7
Kashish Sadhwani, T. Eldho
{"title":"Assessing the Effect of Future Climate Change on Drought Characteristics and Propagation from Meteorological to Hydrological Droughts—A Comparison of Three Indices","authors":"Kashish Sadhwani, T. Eldho","doi":"10.1007/s11269-023-03679-7","DOIUrl":"https://doi.org/10.1007/s11269-023-03679-7","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"128 ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139203454","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
How to Choose the Most Proper Representative Climate Model Over a Study Region? a Case Study of Precipitation Simulations in Ireland with NEX-GDDP-CMIP6 Data 如何为研究区域选择最具代表性的气候模式？利用 NEX-GDDP-CMIP6 数据对爱尔兰降水模拟的案例研究
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-29 DOI: 10.1007/s11269-023-03665-z
S. Moradian, Liz Coleman, B. Kaźmierczak, A. I. Olbert
{"title":"How to Choose the Most Proper Representative Climate Model Over a Study Region? a Case Study of Precipitation Simulations in Ireland with NEX-GDDP-CMIP6 Data","authors":"S. Moradian, Liz Coleman, B. Kaźmierczak, A. I. Olbert","doi":"10.1007/s11269-023-03665-z","DOIUrl":"https://doi.org/10.1007/s11269-023-03665-z","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"8 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139215135","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
Novel Approaches for Regionalising SWAT Parameters Based on Machine Learning Clustering for Estimating Streamflow in Ungauged Basins 基于机器学习聚类的 SWAT 参数区域化新方法，用于估算无测站流域的流量
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-28 DOI: 10.1007/s11269-023-03678-8
J. Senent-Aparicio, Patricia Jimeno-Sáez, Raquel Martínez-España, J. Pérez-Sánchez
{"title":"Novel Approaches for Regionalising SWAT Parameters Based on Machine Learning Clustering for Estimating Streamflow in Ungauged Basins","authors":"J. Senent-Aparicio, Patricia Jimeno-Sáez, Raquel Martínez-España, J. Pérez-Sánchez","doi":"10.1007/s11269-023-03678-8","DOIUrl":"https://doi.org/10.1007/s11269-023-03678-8","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"18 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139218389","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
River Flash Flood Economical Loss and its Uncertainty in Developing Countries 发展中国家河流山洪经济损失及其不确定性
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-27 DOI: 10.1007/s11269-023-03653-3
Kimiya Amirmoradi, Alireza Shokoohi
{"title":"River Flash Flood Economical Loss and its Uncertainty in Developing Countries","authors":"Kimiya Amirmoradi, Alireza Shokoohi","doi":"10.1007/s11269-023-03653-3","DOIUrl":"https://doi.org/10.1007/s11269-023-03653-3","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"354 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139229257","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
Determining the Sensitivity of Performance Indicators in Doroodzan Irrigation and Drainage Network Using a Flow Hydraulic Simulation Model 利用流量水力模拟模型确定多鲁赞灌排网络性能指标的敏感性
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-23 DOI: 10.1007/s11269-023-03654-2
M. A. Shahrokhnia
{"title":"Determining the Sensitivity of Performance Indicators in Doroodzan Irrigation and Drainage Network Using a Flow Hydraulic Simulation Model","authors":"M. A. Shahrokhnia","doi":"10.1007/s11269-023-03654-2","DOIUrl":"https://doi.org/10.1007/s11269-023-03654-2","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"133 ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139244162","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
Enhancing the EPANET Hydraulic Model through Genetic Algorithm Optimization of Pipe Roughness Coefficients 通过遗传算法优化管道粗糙度系数改进 EPANET 水文模型
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-23 DOI: 10.1007/s11269-023-03672-0
Chia-Cheng Shiu, Chih-Chung Chung, Tzuping Chiang
{"title":"Enhancing the EPANET Hydraulic Model through Genetic Algorithm Optimization of Pipe Roughness Coefficients","authors":"Chia-Cheng Shiu, Chih-Chung Chung, Tzuping Chiang","doi":"10.1007/s11269-023-03672-0","DOIUrl":"https://doi.org/10.1007/s11269-023-03672-0","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"50 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139245955","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 Framework for Algorithmic Improvement to Mitigate the Effects of Equifinality in the Calibration of High-dimensional Parameters for Hydrological Models 在水文模型高维参数校准中减轻等效性影响的算法改进框架
IF 4.3 3区 环境科学与生态学
Water Resources Management Pub Date : 2023-11-22 DOI: 10.1007/s11269-023-03667-x
Xiaoyang Tang, Deshan Tang, Fulin Zhang
{"title":"A Framework for Algorithmic Improvement to Mitigate the Effects of Equifinality in the Calibration of High-dimensional Parameters for Hydrological Models","authors":"Xiaoyang Tang, Deshan Tang, Fulin Zhang","doi":"10.1007/s11269-023-03667-x","DOIUrl":"https://doi.org/10.1007/s11269-023-03667-x","url":null,"abstract":"","PeriodicalId":23611,"journal":{"name":"Water Resources Management","volume":"292 ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139249620","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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