Simultaneously Management of Surface and Groundwater Resources and Increasing Farmers' Resilience to Water Scarcity by Predicting the Price of Agricultural Products and using GA (Case Study of Irrigation and Drainage Network of Qazvin Plain)

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

HOSEINI SEYEDEH MARZIEH; MAZANDARANI ZADEH HAMED; NAZARI BIJAN

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Iranian Journal of Soil and Water Research Year:2021 | Volume:52 | Issue:2 Page(s): 563-576

Download Full-Text

Persian Verion

View:

403

Download:

Cites:

Information Journal Paper

Title

Simultaneously Management of Surface and Groundwater Resources and Increasing Farmers' Resilience to Water Scarcity by Predicting the Price of Agricultural Products and using GA (Case Study of Irrigation and Drainage Network of Qazvin Plain)

Author(s)

HOSEINI SEYEDEH MARZIEH | MAZANDARANI ZADEH HAMED | NAZARI BIJAN | Issue Writer Certificate

Keywords

OptimizationQ2

Cultivation PatternQ1

Water ReallocationQ1

Guaranteed PurchaseQ1

WheatQ3

Abstract

Taleghan Dam is the main supplier of required water to the agricultural sector of Qazvin plain. The amount of water allocated from Taleghan Dam to this plain has decreased for various reasons, including increasing the allocation of drinking water to Tehran. The reduction of allocated water and the fluctuation prices of agricultural products due to the time lag between the farmer's decision to cultivate and offer it to the market, make farmers to be uncertain to their future earnings. In order to deal with the uncertainty of the prices of agricultural products and their livelihood, despite the reduction of allocated water, farmers have started to discharge the groundwater by stabilizing the cultivated area and combining the Cultivation Pattern. In this study, in order to increase farmers' resilience and preserve groundwater resources, water distribution pattern with price prediction and simultaneous water cultivation and distribution pattern with price prediction has been optimized using genetic algorithm. For predicting the price of agricultural products with Guaranteed Purchase such as Wheat, barley, sugar beet and rapeseed the ANN model was ued. For predicting the price of maize, tomato, alfalfa, peas, beans, potatoes, corn and lentils, the reverse demand function method was used. The price elasticity of demand for maize, tomato, alfalfa, peas, beans, potatoes, corn and lentils were estimated-0. 508,-1. 111,-0. 954,-0. 914, 0. 374,-0. 529,-0. 363 and-0. 332, respectively. MAE and RSME indeces indicated the ability of reverse demand function and ANN in price forecasting. The results also showed that the use of water distribution Optimization models with price forecasting will increase revenue by 25% and the simultaneous Optimization model of water cultivation and distribution model with price forecasting will increase network revenue by 160% compared to the current situation.

Cites

No record.

References

No record.

Cite

APA: Copy

HOSEINI, SEYEDEH MARZIEH, MAZANDARANI ZADEH, HAMED, & NAZARI, BIJAN. (2021). Simultaneously Management of Surface and Groundwater Resources and Increasing Farmers' Resilience to Water Scarcity by Predicting the Price of Agricultural Products and using GA (Case Study of Irrigation and Drainage Network of Qazvin Plain). IRANIAN JOURNAL OF SOIL AND WATER RESEARCH, 52(2 ), 563-576. SID. https://sid.ir/paper/374359/en

Vancouver: Copy

HOSEINI SEYEDEH MARZIEH, MAZANDARANI ZADEH HAMED, NAZARI BIJAN. Simultaneously Management of Surface and Groundwater Resources and Increasing Farmers' Resilience to Water Scarcity by Predicting the Price of Agricultural Products and using GA (Case Study of Irrigation and Drainage Network of Qazvin Plain). IRANIAN JOURNAL OF SOIL AND WATER RESEARCH[Internet]. 2021;52(2 ):563-576. Available from: https://sid.ir/paper/374359/en

IEEE: Copy

SEYEDEH MARZIEH HOSEINI, HAMED MAZANDARANI ZADEH, and BIJAN NAZARI, “Simultaneously Management of Surface and Groundwater Resources and Increasing Farmers' Resilience to Water Scarcity by Predicting the Price of Agricultural Products and using GA (Case Study of Irrigation and Drainage Network of Qazvin Plain),” IRANIAN JOURNAL OF SOIL AND WATER RESEARCH, vol. 52, no. 2 , pp. 563–576, 2021, [Online]. Available: https://sid.ir/paper/374359/en

Related Journal Papers