Linked e-resources
Details
Table of Contents
Intro
Organization
Preface
Contents
About the Editor
Water Resources and Hydrology
A Literature Review on Machine Learning to Optimize Water Network Management Using Natural Language Processing
1 Introduction
2 Scientific Production on Machine Learning to Optimize Water Network Management
3 Methodology: Natural Language Processing
4 Results
4.1 Machine Learning Models
4.2 Data Processing, Training and Evaluation
4.3 Water Distribution Networks' Variables
5 Conclusions
References
The Prediction of Hydrometeorology Variables Using the Method of Recurrent Neuronal Networks
1 Introduction
2 Materials and Methods
2.1 Studio Area
2.2 Methodology
3 Experiment
3.1 Data Preparation
4 Model Training
4.1 Import Libraries
4.2 Create the Feature
4.3 Import the Base
4.4 Creating Sequences
4.5 Prediction of Hydrometeorological Variables
5 Metrics
6 Results and Discussion
6.1 Temperature Prediction
6.2 Precipitation Prediction
6.3 Flow Prediction
7 Conclusions
References
"I Want to ...Build": Research on Dam Transshipment Facilities of Typical Hydropower Stations on the Right Bank of Jinsha River
1 Introduction
2 Project Overview and Research Methods
2.1 Page Setup
2.2 The Research Methods
3 Transshipment Facilities Construction Scheme
3.1 Baihetan Transshipment Facilities Construction Scheme
3.2 Xiluodu Transshipment Facilities Construction Scheme
3.3 Xiangjiaba Transshipment Facilities Construction Scheme
4 Comparative Analysis of Transportation Economy [7]
4.1 Calculation of Three Times Transportation Cost of Turning Dam Transfer
4.2 Calculation of Two Times Transportation Cost of Turning Dam Transfer
4.3 Calculation of One Times Transportation Cost of Turning Dam Transfer
4.4 Comprehensive Comparison
5 Conclusions
References
Exploration and Application of Identifying Displacement of Regional Rainfall Centers Method
1 Introduction
2 Identifying Displacement of Rainfall Centers Method
2.1 Determination of Rainfall Centers
2.2 Displacement of Rainfall Centers
3 Application Case
3.1 Study Area
3.2 Data Processing
3.3 Analysis and Discussion
4 Conclusion
References
Adaptive Reservoir Operation Management Considering the Influence of Inter-Basin Water Transfer Project on Inflow
1 Introduction
2 Study Area and Methodology
2.1 Study Area and Data
2.2 Deduction of Reservoir Inflow Considering the Influence of IBWTP
2.3 Copula-Based Correlation Analysis for Seasonal Floods
2.4 Derivation of the Most Probable Combination Form for Seasonal Floods
2.5 Optimization Model
3 Results and Discussions
3.1 Establishment of Joint Distribution Based on Copula Method
3.2 Determination for the Most Probable Seasonal Flood Combination
Organization
Preface
Contents
About the Editor
Water Resources and Hydrology
A Literature Review on Machine Learning to Optimize Water Network Management Using Natural Language Processing
1 Introduction
2 Scientific Production on Machine Learning to Optimize Water Network Management
3 Methodology: Natural Language Processing
4 Results
4.1 Machine Learning Models
4.2 Data Processing, Training and Evaluation
4.3 Water Distribution Networks' Variables
5 Conclusions
References
The Prediction of Hydrometeorology Variables Using the Method of Recurrent Neuronal Networks
1 Introduction
2 Materials and Methods
2.1 Studio Area
2.2 Methodology
3 Experiment
3.1 Data Preparation
4 Model Training
4.1 Import Libraries
4.2 Create the Feature
4.3 Import the Base
4.4 Creating Sequences
4.5 Prediction of Hydrometeorological Variables
5 Metrics
6 Results and Discussion
6.1 Temperature Prediction
6.2 Precipitation Prediction
6.3 Flow Prediction
7 Conclusions
References
"I Want to ...Build": Research on Dam Transshipment Facilities of Typical Hydropower Stations on the Right Bank of Jinsha River
1 Introduction
2 Project Overview and Research Methods
2.1 Page Setup
2.2 The Research Methods
3 Transshipment Facilities Construction Scheme
3.1 Baihetan Transshipment Facilities Construction Scheme
3.2 Xiluodu Transshipment Facilities Construction Scheme
3.3 Xiangjiaba Transshipment Facilities Construction Scheme
4 Comparative Analysis of Transportation Economy [7]
4.1 Calculation of Three Times Transportation Cost of Turning Dam Transfer
4.2 Calculation of Two Times Transportation Cost of Turning Dam Transfer
4.3 Calculation of One Times Transportation Cost of Turning Dam Transfer
4.4 Comprehensive Comparison
5 Conclusions
References
Exploration and Application of Identifying Displacement of Regional Rainfall Centers Method
1 Introduction
2 Identifying Displacement of Rainfall Centers Method
2.1 Determination of Rainfall Centers
2.2 Displacement of Rainfall Centers
3 Application Case
3.1 Study Area
3.2 Data Processing
3.3 Analysis and Discussion
4 Conclusion
References
Adaptive Reservoir Operation Management Considering the Influence of Inter-Basin Water Transfer Project on Inflow
1 Introduction
2 Study Area and Methodology
2.1 Study Area and Data
2.2 Deduction of Reservoir Inflow Considering the Influence of IBWTP
2.3 Copula-Based Correlation Analysis for Seasonal Floods
2.4 Derivation of the Most Probable Combination Form for Seasonal Floods
2.5 Optimization Model
3 Results and Discussions
3.1 Establishment of Joint Distribution Based on Copula Method
3.2 Determination for the Most Probable Seasonal Flood Combination