{"product_id":"rainfall-runoff-modeling-using-artificial-neural-networks-von-jagadeesh-anmala","title":"Rainfall-Runoff Modeling Using Artificial Neural Networks","description":"\u003cp\u003eThe 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838383392\"\u003e\u003ch3\u003eRainfall-Runoff Modeling Using Artificial Neural Networks(ANNs) and Physically-based Model-Theory Simulation and Results\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838383392","offer_id":39498997956701,"sku":"9783838383392","price":68.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/a7b5fded-ec51-4a22-9774-8e1e3d3d9a2d.jpg?v=1750742216","url":"https:\/\/shop.autorenwelt.de\/products\/rainfall-runoff-modeling-using-artificial-neural-networks-von-jagadeesh-anmala","provider":"Autorenwelt Shop","version":"1.0","type":"link"}