Quick Search

Keyword
Title
Author
Seller Id
Advanced Search
 
 

Find us on:

 
Gift Certificate

 
 
Other
       Tell a Friend
Add to Shopping Cart
Rainfall-Runoff Modeling Using Artificial Neural Networks: Rainfall-Runoff Modeling Using Artificial Neural Networks(ANNs) and Physically-based Model-Theory Simulation and Results, Anmala, Jagadeesh
Stock Image
Author Name:    Anmala, Jagadeesh

Title:   Rainfall-Runoff Modeling Using Artificial Neural Networks: Rainfall-Runoff Modeling Using Artificial Neural Networks(ANNs) and Physically-based Model-Theory Simulation and Results

Binding:   PAPERBACK

Book Condition:   New

Publisher:    LAP LAMBERT Academic Publishing 

ISBN Number:   3838383397 / 9783838383392

Seller ID:   ING9783838383392

3838383397 Special order direct from the distributor

More Description

The book addresses a two-pronged approach for the determination of a watershed's response by developing a physically-based model and a neural network-based model. For the physically-based model, the watershed is partitioned into a series of one-dimensional overland flow planes and channel elements, and water is routed over these elements in a cascading fashion. A system of partial differential equations under the kinematic wave approximation was used to describe surface water movement. The applicability of ANNs was investigated by developing a neural network-based runoff predictive model. The performance of ANNs, with different architectures, was evaluated using monthly precipitation and temperature data (input) and watershed runoff (output) for 3 medium-sized watersheds - El Dorado, Marion, and Council Grove in Kansas, USA. The prediction of watershed response was also studied using several existing empirical rainfall-runoff models. The advantage of ANNs over the physically-based models is that they require only input and output data for mapping of an unknown function such as rainfall-runoff relationship. In the case of physically-based models a lot more data is required.



Price = 169.29 CDN
Add to Shopping Cart

cookie