Evaporation modeling using Artificial neural networks

Name: Evaporation modeling using Artificial neural networks
Brand: LAP Lambert Academic Publishing
SKU: 9783659248894
Price: 291.89 PLN
Availability: InStock

A General Model for India

Autor: Parameshwar Shirgure, G. S. Rajput

Język:

Oprawa: Miękka

Wydawca: LAP Lambert Academic Publishing

Dostępność: Dostępna u dostawcy

Wysyłamy za 5-8 dni

291.89 zł

The investigation was carried out to develop and test the daily pan evaporation prediction models us...

Informacje o książce

Autor

Parameshwar Shirgure, G. S. Rajput

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2012

strony

328

EAN

9783659248894

Enbook ID

07090213

Wydawca

LAP Lambert Academic Publishing

Waga

506

Wymiary

150 x 220 x 20

Pełny opis

The investigation was carried out to develop and test the daily pan evaporation prediction models using various weather parameters as input variables with artificial neural network (ANN) and validated with the independent subset of data for five different locations in India. The measured variables included daily observations of maximum and minimum temperature, maximum and minimum relative humidity, wind speed, sunshine hours, rainfall and pan evaporation. In this general model (GM) model development and evaluation has been done for the five locations viz. NRCC, Nagpur (M.S.); JNKVV, Jabalpur (M.P.); PDKV, Akola (M.S.); ICRISAT, Hyderabad (A.P.) and MPUAT, Udaipur (Raj.). The daily data of pan evaporation and other inputs for two years was considered for model development and subsequent 1-2 years data for validation. Weather data consisting of 3305 daily records from 2002 to 2006 were used to develop the GM models of daily pan evaporation. Additional weather of Nagpur station, which included 2139 daily records from 1996 - 2004, served as an independent evaluation data set for the performance of the models.

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Evaporation modeling using Artificial neural networks

A General Model for India

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