Using Datasets From The Internet For Hydrological Modeling

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Using Datasets from the Internet for Hydrological Modeling

Author : Martin Lacroix
Publisher : IWMI
ISBN 13 : 9290903988
Total Pages : 40 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Using Datasets from the Internet for Hydrological Modeling by : Martin Lacroix

Download or read book Using Datasets from the Internet for Hydrological Modeling written by Martin Lacroix and published by IWMI. This book was released on 2000 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public domain datasets are freely available on the Internet are easy to obtain, and often more up-to-date than those from local sources. This simplifies the modeling process and increases the ability to model basins anywhere in the world, from anywhere with Internet access. Although not all types of data are available, and some conversions may be needed, the information provided does allow for quick and easy simulations of basins. The Semi-Distributed Land-Use Runoff Process (SLURP) hydrological model has been designed to take advantage of such data sources. The application described in this report uses public domain data for topography, land use, seasonal variation in leaf area index (for transpiration) and climate data- all without calibration of parameters.

Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

Author : Wojciech Samek
Publisher : Springer Nature
ISBN 13 : 3030289540
Total Pages : 435 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Explainable AI: Interpreting, Explaining and Visualizing Deep Learning by : Wojciech Samek

Download or read book Explainable AI: Interpreting, Explaining and Visualizing Deep Learning written by Wojciech Samek and published by Springer Nature. This book was released on 2019-09-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to “intelligent” machines. For sensitive tasks involving critical infrastructures and affecting human well-being or health, it is crucial to limit the possibility of improper, non-robust and unsafe decisions and actions. Before deploying an AI system, we see a strong need to validate its behavior, and thus establish guarantees that it will continue to perform as expected when deployed in a real-world environment. In pursuit of that objective, ways for humans to verify the agreement between the AI decision structure and their own ground-truth knowledge have been explored. Explainable AI (XAI) has developed as a subfield of AI, focused on exposing complex AI models to humans in a systematic and interpretable manner. The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field and providing directions of future development. The book is organized in six parts: towards AI transparency; methods for interpreting AI systems; explaining the decisions of AI systems; evaluating interpretability and explanations; applications of explainable AI; and software for explainable AI.

Modeling Scenarios for Water Allocation in the Gediz Basin, Turkey

Author : G. W. Kite
Publisher : IWMI
ISBN 13 : 9290904178
Total Pages : 38 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Modeling Scenarios for Water Allocation in the Gediz Basin, Turkey by : G. W. Kite

Download or read book Modeling Scenarios for Water Allocation in the Gediz Basin, Turkey written by G. W. Kite and published by IWMI. This book was released on 2001 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the use of a distributed hydrologic model to evaluate different data scenarios. The study attempted to answer questions such as; what will happen to the basin water resources if a) there is a change in climate; b) it is decided that more water must be retained in the river for environmental reasons; c) more water is extracted for urban and industrial use; d) the timing and accounts used for water are changed?

Developing a hydrological model for the Mekong Basin: Impacts of basin development on fisheries productivity

Author : G. W. Kite
Publisher : IWMI
ISBN 13 : 9290904240
Total Pages : 148 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Developing a hydrological model for the Mekong Basin: Impacts of basin development on fisheries productivity by : G. W. Kite

Download or read book Developing a hydrological model for the Mekong Basin: Impacts of basin development on fisheries productivity written by G. W. Kite and published by IWMI. This book was released on 2000 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report describes the hydrological aspects of a CGIAR project to model the effects of water flows on aquatic resource production in the Mekong Basin. The project was carried out by the International Centre for Living Aquatic Resources Management (ICLARM, Penang, Malaysia) and the International Water Management Institute (IWMI, Colombo, Sri Lanka) in cooperation with the Mekong River Commission (MRC, Phnom Penh, Cambodia) together with other institutes and national and regional agencies working in the riparian countries of Cambodia, Lao PDR, Thailand and Vietnam. The project commenced in January 2000 and finished in December 2000. The land cover analysis for the Tonle Sap area was carried out, and the data on existing and proposed dams were collated, by Dilkushi De Alwis, IWMI, Colombo.

Comparing Estimates of Actual Evapotranspiration from Satellites, Hydrological Models, and Field Data

Author : G. W. Kite
Publisher : IWMI
ISBN 13 : 9290904127
Total Pages : 41 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Comparing Estimates of Actual Evapotranspiration from Satellites, Hydrological Models, and Field Data by : G. W. Kite

Download or read book Comparing Estimates of Actual Evapotranspiration from Satellites, Hydrological Models, and Field Data written by G. W. Kite and published by IWMI. This book was released on 2000 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of an experiment in which 8 different methods of estimating actual evaporation and transpiration were compared using a common database. Methods based on field data, hydrological models, and satellite data were used and the objectives were to compare results and to assess the utility of each method for various applications.

Soil Hydrology, Land Use and Agriculture

Author : Manoj Shukla
Publisher : CABI
ISBN 13 : 9781845938772
Total Pages : 434 pages
Book Rating : 4.9/5 (387 download)

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Book Synopsis Soil Hydrology, Land Use and Agriculture by : Manoj Shukla

Download or read book Soil Hydrology, Land Use and Agriculture written by Manoj Shukla and published by CABI. This book was released on 2011 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agriculture is strongly affected by changes in soil hydrology as well as changes in land use and management practices and the complex interactions between them. This book aims to develop an understanding of these interactions on a watershed scale, using soil hydrology models and addresses the consequences of land use and management changes on agriculture from a research perspective. It includes case studies that illustrate the impact of land use and management on various soil hydrological parameters under different climates and ecosystems. It is suitable for researchers and students in soil sc

Hydrologic Modeling

Author : Vijay P Singh
Publisher : Springer
ISBN 13 : 9811058016
Total Pages : 718 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Hydrologic Modeling by : Vijay P Singh

Download or read book Hydrologic Modeling written by Vijay P Singh and published by Springer. This book was released on 2018-01-19 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains seven parts. The first part deals with some aspects of rainfall analysis, including rainfall probability distribution, local rainfall interception, and analysis for reservoir release. Part 2 is on evapotranspiration and discusses development of neural network models, errors, and sensitivity. Part 3 focuses on various aspects of urban runoff, including hydrologic impacts, storm water management, and drainage systems. Part 4 deals with soil erosion and sediment, covering mineralogical composition, geostatistical analysis, land use impacts, and land use mapping. Part 5 treats remote sensing and geographic information system (GIS) applications to different hydrologic problems. Watershed runoff and floods are discussed in Part 6, encompassing hydraulic, experimental, and theoretical aspects. Water modeling constitutes the concluding Part 7. Soil and Water Assessment Tool (SWAT), Xinanjiang, and Soil Conservation Service-Curve Number (SCS-CN) models are discussed. The book is of interest to researchers and practitioners in the field of water resources, hydrology, environmental resources, agricultural engineering, watershed management, earth sciences, as well as those engaged in natural resources planning and management. Graduate students and those wishing to conduct further research in water and environment and their development and management find the book to be of value.

Estimating Productivity of Water at Different Spatial Scales Using Simulation Modeling

Author : Peter Droogers
Publisher : IWMI
ISBN 13 : 9290904313
Total Pages : 25 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Estimating Productivity of Water at Different Spatial Scales Using Simulation Modeling by : Peter Droogers

Download or read book Estimating Productivity of Water at Different Spatial Scales Using Simulation Modeling written by Peter Droogers and published by IWMI. This book was released on 2001 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: A clear understanding of the current water balance is required to explore options for water saving measures. However, measurement of all the terms in the water balance is infeasible in terms of spatial and temporal scale, but hydrological simulation models can fill the gap between measured and required data. For a basin in Western Turkey, simulation modeling at three different scales, field, irrigation scheme and basin scale, was performed to obtain all terms of the water balance. These water balance numbers were used to calculate the Productivity of Water at the three spatial levels distinguished to assess the performance of the systems.

Global Drought and Flood

Author : Huan Wu
Publisher : John Wiley & Sons
ISBN 13 : 1119427215
Total Pages : 352 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Global Drought and Flood by : Huan Wu

Download or read book Global Drought and Flood written by Huan Wu and published by John Wiley & Sons. This book was released on 2021-08-10 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in the modeling and remote sensing of droughts and floods Droughts and floods are causing increasing damage worldwide, often with devastating short- and long-term impacts on human society. Forecasting when they will occur, monitoring them as they develop, and learning from the past to improve disaster management is vital. Global Drought and Flood: Observation, Modeling, and Prediction presents recent advances in the modeling and remote sensing of droughts and floods. It also describes the techniques and products currently available and how they are being used in practice. Volume highlights include: Remote sensing approaches for mapping droughts and floods Physical and statistical models for monitoring and forecasting hydrologic hazards Features of various drought and flood systems and products Use by governments, humanitarian, and development stakeholders in recent disaster cases Improving the collaboration between hazard information provision and end users The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Deep Learning Applications, Volume 2

Author : M. Arif Wani
Publisher : Springer
ISBN 13 : 9789811567582
Total Pages : 300 pages
Book Rating : 4.5/5 (675 download)

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Book Synopsis Deep Learning Applications, Volume 2 by : M. Arif Wani

Download or read book Deep Learning Applications, Volume 2 written by M. Arif Wani and published by Springer. This book was released on 2020-12-14 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected papers from the 18th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2019). It focuses on deep learning networks and their application in domains such as healthcare, security and threat detection, fault diagnosis and accident analysis, and robotic control in industrial environments, and highlights novel ways of using deep neural networks to solve real-world problems. Also offering insights into deep learning architectures and algorithms, it is an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers.

Predicting Water Availability in Irrigation Tank Cascade Systems

Author : C. J. Jayatilaka
Publisher : IWMI
ISBN 13 : 9290904224
Total Pages : 50 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Predicting Water Availability in Irrigation Tank Cascade Systems by : C. J. Jayatilaka

Download or read book Predicting Water Availability in Irrigation Tank Cascade Systems written by C. J. Jayatilaka and published by IWMI. This book was released on 2001 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Better water management in irrigation tank cascade systems is vital in achieving higher productive use of available water. To develop and implement management practices aimed at improving effective use of water, studies leading to the development of models that can predict available tank water in irrigation tank cascade systems are invaluable. This report presents a simple water balance model, Cascade, developed to predict tank water availability in the Thirappane tank cascade system in Anuradhapura, Sri Lanka. The report includes calibration of the model and its application to predict tank water availability for rice crops over a 10-year period.

Integrated Basin Modeling

Author : G. W. Kite
Publisher : IWMI
ISBN 13 : 9290904119
Total Pages : 40 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Integrated Basin Modeling by : G. W. Kite

Download or read book Integrated Basin Modeling written by G. W. Kite and published by IWMI. This book was released on 2000 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: River basins are complex areas, combining the natural processes of precipitation, evapotranspiration, surface water and groundwater runoff with man-made features such as dams and reservoirs, diversions and irrigation schemes, and industrial and urban water uses. Computer models may be constructed to represent these natural and man-made processes. Such models are used to help understand processes that are difficult to measure (such as evaporation) and to study the effects of changes in land cover, water management or climate on the natural and man-made processes.

Using Remote Sensing Techniques to Evaluate Lining Efficacy of Watercourses

Author : R. Sakthivadivel
Publisher : IWMI
ISBN 13 : 929090416X
Total Pages : 38 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Using Remote Sensing Techniques to Evaluate Lining Efficacy of Watercourses by : R. Sakthivadivel

Download or read book Using Remote Sensing Techniques to Evaluate Lining Efficacy of Watercourses written by R. Sakthivadivel and published by IWMI. This book was released on 2001 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies the low-cost alternative strategy of selective lining of watercourses to reduce seepage and increase irrigated areas in the Indian subcontinent. Satellite remote-sensing (SRS) is seen as a cost-effective evaluation tool in view of its large area of synoptic and repetitive coverage.

Advances In Data-based Approaches For Hydrologic Modeling And Forecasting

Author : Bellie Sivakumar
Publisher : World Scientific
ISBN 13 : 9814464759
Total Pages : 542 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Advances In Data-based Approaches For Hydrologic Modeling And Forecasting by : Bellie Sivakumar

Download or read book Advances In Data-based Approaches For Hydrologic Modeling And Forecasting written by Bellie Sivakumar and published by World Scientific. This book was released on 2010-08-10 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each — stochastic methods, parameter estimation techniques, scaling and fractal methods, remote sensing, artificial neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos methods. These approaches are chosen to address a wide range of hydrologic system characteristics, processes, and the associated problems. Each of these eight approaches includes a comprehensive review of the fundamental concepts, their applications in hydrology, and a discussion on potential future directions.

The Value of Using Hydrological Datasets for Water Allocation Decisions: Earth Observations, Hydrological Models and Seasonal Forecasts

Download The Value of Using Hydrological Datasets for Water Allocation Decisions: Earth Observations, Hydrological Models and Seasonal Forecasts PDF Online Free

Author : Alexander José Kaune Schmidt
Publisher : CRC Press
ISBN 13 : 1000751309
Total Pages : 189 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis The Value of Using Hydrological Datasets for Water Allocation Decisions: Earth Observations, Hydrological Models and Seasonal Forecasts by : Alexander José Kaune Schmidt

Download or read book The Value of Using Hydrological Datasets for Water Allocation Decisions: Earth Observations, Hydrological Models and Seasonal Forecasts written by Alexander José Kaune Schmidt and published by CRC Press. This book was released on 2019-11-21 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: An increasing number of hydrological datasets from earth observations, hydrological models and seasonal forecasts have become available for water managers, consultants and the general public. These datasets are state-of-the-art products which are usually accessible online and may contribute to develop hydrological studies and support water resources management. However, the added value of these datasets has not been completely explored in decision-making processes. Research studies have assessed how well data can help in predicting climate, but there is a lack of knowledge on how well data can help in water allocation decisions. This work provides numerical tools, methods and results to evaluate the value of using hydrological datasets to support water allocation decisions at river basin and irrigation district scale. An integrated approach is used to predict climate, improve decisions and reduce negative impacts. Results show that investing in hydrological data with finer spatial and temporal resolution and longer periods of record improves water allocation decisions and reduces agricultural production loss in large irrigation schemes. Using river discharge data from hydrological models and global precipitation enhances irrigation area planning when little in-situ data is available. Moreover, using seasonal streamflow forecasts improves available water estimates resulting in better water allocation decisions. The framework was tested in Costa Rica, Colombia and Australia, but can be applied in any case study around the world.

Valuing Water in Irrigated Agriculture and Reservoir Fisheries

Author : Mary E. Renwick
Publisher : IWMI
ISBN 13 : 9290904399
Total Pages : 43 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Valuing Water in Irrigated Agriculture and Reservoir Fisheries by : Mary E. Renwick

Download or read book Valuing Water in Irrigated Agriculture and Reservoir Fisheries written by Mary E. Renwick and published by IWMI. This book was released on 2001 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although irrigation projects often provide water for more than crop irrigation, water allocation and management decisions often do not account for nonirrigation uses of water. Failure to account for the multiple uses of irrigation water may result in inefficient and inequitable water allocation decisions. Decision-makers often lack information on the relative economic contributions of water in irrigation and nonirrigation uses. This report addresses this problem. It examines the relative economic contributions of irrigated agriculture and reservoir fisheries in the Kirindi Oya irrigation system, located in Southeastern Sri Lanka. The results of the analysis indicate the importance of both irrigated paddy production and reservoir fisheries to the local economy. They also demonstrate significant potential financial and economic gains to irrigated agriculture from improvements in water management practices. Since these water uses are interdependent, policy makers must consider how changes in water management practices may affect reservoir levels and water quality and the fisheries that depend on them.

Basin-level Use and Productivity of Water

Author : David Molden
Publisher : IWMI
ISBN 13 : 9290904259
Total Pages : 34 pages
Book Rating : 4.2/5 (99 download)

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Book Synopsis Basin-level Use and Productivity of Water by : David Molden

Download or read book Basin-level Use and Productivity of Water written by David Molden and published by IWMI. This book was released on 2001 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses and illustrates concepts for identifying ways of improving productivity of water within basins. The results of applying a water accounting procedure to four sub-basins in South Asia (Bhakra in India; Chishtian in Pakistan; Huruluwewa in nothern Sri Lanka; and Kirindi Oya in southern Sri Lanka) are presented. The methodology used identifies the quantities and productivity of various uses of water within a basin. This information is then used to identify the water-saving potential, and the means of improving the productivity of the managed supplies.