Artificial Intelligence (AI) Studies in Water Resources

Artificial intelligence has been extensively used in many areas such as computer science, robotics, engineering, medicine, translation, economics, business, and psychology. Various studies in the literature show that the artificial intelligence in modeling approaches give close results to the real d...

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Main Authors: Murat Ay, Serhat Özyıldırım
Format: Article
Language:English
Published: Natural and Engineering Sciences 2018-05-01
Series:Natural and Engineering Sciences
Subjects:
Online Access:http://www.nesciences.com/download.php?id=276
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spelling doaj-e6c569fbe62144aa8406b99287e8aae32020-11-24T23:57:09ZengNatural and Engineering SciencesNatural and Engineering Sciences2458-89892458-89892018-05-013218719510.28978/nesciences.424674Artificial Intelligence (AI) Studies in Water ResourcesMurat AySerhat ÖzyıldırımArtificial intelligence has been extensively used in many areas such as computer science, robotics, engineering, medicine, translation, economics, business, and psychology. Various studies in the literature show that the artificial intelligence in modeling approaches give close results to the real data for solution of linear, non-linear, and other systems. In this study, we reviewed the current state-of-the-art and progress on the modelling of artificial intelligence for water variables: rainfall-runoff, evaporation and evapotranspiration, streamflow, sediment, water quality variables, and dam or lake water level changes. Moreover, the study has also identified some future research possibilities and suggestions for modelling of the water variables.http://www.nesciences.com/download.php?id=276Artificial intelligence methodsmodellingwater variables
collection DOAJ
language English
format Article
sources DOAJ
author Murat Ay
Serhat Özyıldırım
spellingShingle Murat Ay
Serhat Özyıldırım
Artificial Intelligence (AI) Studies in Water Resources
Natural and Engineering Sciences
Artificial intelligence methods
modelling
water variables
author_facet Murat Ay
Serhat Özyıldırım
author_sort Murat Ay
title Artificial Intelligence (AI) Studies in Water Resources
title_short Artificial Intelligence (AI) Studies in Water Resources
title_full Artificial Intelligence (AI) Studies in Water Resources
title_fullStr Artificial Intelligence (AI) Studies in Water Resources
title_full_unstemmed Artificial Intelligence (AI) Studies in Water Resources
title_sort artificial intelligence (ai) studies in water resources
publisher Natural and Engineering Sciences
series Natural and Engineering Sciences
issn 2458-8989
2458-8989
publishDate 2018-05-01
description Artificial intelligence has been extensively used in many areas such as computer science, robotics, engineering, medicine, translation, economics, business, and psychology. Various studies in the literature show that the artificial intelligence in modeling approaches give close results to the real data for solution of linear, non-linear, and other systems. In this study, we reviewed the current state-of-the-art and progress on the modelling of artificial intelligence for water variables: rainfall-runoff, evaporation and evapotranspiration, streamflow, sediment, water quality variables, and dam or lake water level changes. Moreover, the study has also identified some future research possibilities and suggestions for modelling of the water variables.
topic Artificial intelligence methods
modelling
water variables
url http://www.nesciences.com/download.php?id=276
work_keys_str_mv AT muratay artificialintelligenceaistudiesinwaterresources
AT serhatozyıldırım artificialintelligenceaistudiesinwaterresources
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