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A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project
The study proposes applying an efficient but straightforward multi-objective constrained optimization model for optimal water allocation among irrigation and environmental sectors. The model has been implemented in the Muhuri Irrigation Project (MIP), Bangladesh, where the irrigation systems lead to...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8330924/ https://www.ncbi.nlm.nih.gov/pubmed/34343172 http://dx.doi.org/10.1371/journal.pone.0255441 |
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author | Ullah, G. M. Wali Nehring, Micah |
author_facet | Ullah, G. M. Wali Nehring, Micah |
author_sort | Ullah, G. M. Wali |
collection | PubMed |
description | The study proposes applying an efficient but straightforward multi-objective constrained optimization model for optimal water allocation among irrigation and environmental sectors. The model has been implemented in the Muhuri Irrigation Project (MIP), Bangladesh, where the irrigation systems lead to unjustifiable use of groundwater. This study explores how water can be optimised to increase agricultural production and sustain the local environment in the MIP. Hence, the paper has two objectives—to maximise the net return and minimise the deficit in environmental flow. The study uses a Non-Dominating Sorting Genetic Algorithm, NSGA-II, to solve the research problem. Results indicate that crops more profitable to trade should be cultivated. Furthermore, the rainfall has more impact on the net return and environmental flow deficit than water inflow. The findings of this study can help plan irrigation water and cropland resources and be a reference for further studies. |
format | Online Article Text |
id | pubmed-8330924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83309242021-08-04 A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project Ullah, G. M. Wali Nehring, Micah PLoS One Research Article The study proposes applying an efficient but straightforward multi-objective constrained optimization model for optimal water allocation among irrigation and environmental sectors. The model has been implemented in the Muhuri Irrigation Project (MIP), Bangladesh, where the irrigation systems lead to unjustifiable use of groundwater. This study explores how water can be optimised to increase agricultural production and sustain the local environment in the MIP. Hence, the paper has two objectives—to maximise the net return and minimise the deficit in environmental flow. The study uses a Non-Dominating Sorting Genetic Algorithm, NSGA-II, to solve the research problem. Results indicate that crops more profitable to trade should be cultivated. Furthermore, the rainfall has more impact on the net return and environmental flow deficit than water inflow. The findings of this study can help plan irrigation water and cropland resources and be a reference for further studies. Public Library of Science 2021-08-03 /pmc/articles/PMC8330924/ /pubmed/34343172 http://dx.doi.org/10.1371/journal.pone.0255441 Text en © 2021 Ullah, Nehring https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Ullah, G. M. Wali Nehring, Micah A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project |
title | A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project |
title_full | A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project |
title_fullStr | A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project |
title_full_unstemmed | A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project |
title_short | A multi-objective mathematical model of a water management problem with environmental impacts: An application in an irrigation project |
title_sort | multi-objective mathematical model of a water management problem with environmental impacts: an application in an irrigation project |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8330924/ https://www.ncbi.nlm.nih.gov/pubmed/34343172 http://dx.doi.org/10.1371/journal.pone.0255441 |
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