Inicio > Tecnología, ingeniería, agricultura > Tecnología: cuestiones generales > Rainfall-Runoff Modelling of Bagmati River Basin Using Ann Technique
Rainfall-Runoff Modelling of Bagmati River Basin Using Ann Technique

Rainfall-Runoff Modelling of Bagmati River Basin Using Ann Technique

Keshav Kumar

51,55 €
IVA incluido
Disponible
Editorial:
Eliva Press
Año de edición:
2025
Materia
Tecnología: cuestiones generales
ISBN:
9789999328609
51,55 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)
Sobre IBD

This study presents the development of a rainfall-runoff model for the Bagmati River Basin using Artificial Neural Network (ANN) techniques. Recognizing the crucial role of accurate runoff estimation for flood forecasting, water resource planning, and environmental management, a three-layered feedforward ANN model with backpropagation was employed. The model was trained and validated using monthly and seasonal rainfall-runoff data from 2000 to 2009. Three different data set combinations were analyzed to assess model performance sensitivity with varying calibration and validation periods. Among them, the dataset calibrated with the entire 2000-2009 period and validated over 2007-2009 produced the most accurate results. Statistical performance metrics affirmed the ANN model’s capability to capture the non-linear characteristics of the rainfall-runoff relationship effectively. This study highlights the robustness, adaptability, and predictive strength of ANN in hydrological modeling applications.

Artículos relacionados

  • Science and the Big Issues of Our Time
    Martin Gellender
    Within the last few generations, our world has been shaped by technological change enabled by scientific advances. This is particularly evident to the 'baby boomer' generation, who have lived through and witnessed huge changes in society over the course of their lifetimes. Although many have little education in science, or have forgotten what they learned in high school, they u...
    Disponible

    26,58 €

  • Statics+++
    James W Dally / Robert J Bonenberger
    This textbook has been prepared to support a course offering for Statics at the University of Nevada at Reno.  Statics provides the first exposure of engineering students to the study of mechanics.  While Statics is a relatively simple subject, many students find it difficult, and they often perform far below our expectations.  In an effort to improve the curriculum, several me...
    Disponible

    101,22 €

  • Technical Writing, Presentational Skills, and Online Communication
    Raymond Greenlaw
    This book addresses four main topics: professional ethics, technical writing, presentation skills, and online writing. These topics are woven throughout the book and some of them are the main subjects of one or more chapters. The overarching theme of this book is to provide well-tested, best-practice techniques and strategies for main topic areas while focusing on information t...
  • Project Management Techniques and Innovations in Information Technology
    John Wang
    Managing cost, time, and quality of a project can be a challenging task for any project manager, but especially in times of an ever-changing and burgeoning field of IT. Project Management Techniques and Innovations in Information Technology offers a vital compendium of the latest research, case studies, best practices, and methodologies within the field of IT project management...
  • Phenomenology, Organizational Politics, and IT Design
    Information systems are researched, published on, and utilized as an extremely broad and vital sector of current technology development, usually studied from the scientific or technological viewpoints therein. Phenomenology, Organizational Politics, and IT Design: The Social Study of Information Systems offers a new look at the latest research and critical issues within the fie...
  • Geotechnical Applications for Earthquake Engineering
    Disaster preparedness and response management is a burgeoning field of technological research, and staying abreast of the latest developments within the field is a difficult task. Geotechnical Applications for Earthquake Engineering: Research Advancements has collected chapters from experts from around the world in a variety of applications, frameworks, and methodologies, and p...

Otros libros del autor

  • Study of Climate Change Impact on Hydro-Meteorological Parameters in Bagmati River Basin
    Keshav Kumar
    In this comprehensive study, the impact of climate change on hydro-meteorological parameters in the Bagmati River Basin is rigorously examined. Climate change poses significant threats, altering the frequency of extreme hydrological events with profound societal and environmental implications. These impacts encompass human health, safety, water resources management, sediment tr...
    Disponible

    53,85 €