Research Article

Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model

Volume: 27 Number: 2 June 4, 2021
EN

Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model

Abstract

In this study, an agent-based model was used to simulate structure change of farms during 20 years period of climate and market price changes in the rural area of Eslamshahr City in Iran. Decision rules that used in the model are based on the information that collected by direct interviews with farmers. So the model includes rules that define the relationship between agents and their environment. Results clearly showed that farmers' behavior patterns and the cover of agricultural land in the region affected by environmental and market factors changes. Comparison of the results of model implementation for various scenarios has shown that the highest yield and income loss has occurred in scenarios where there was a 10% reduction in access to water. Also, there is a less decrease in the crops land size in groups which includes small and medium farmers.

Keywords

References

  1. Allen R, Pereira L, Raes S & Smith D (1998). Crop evapotranspiration, Guidelines for computing crop water requirements. FAO Irrigation and drainage paper 56.
  2. Balmann A (1997). Farm-Based Modelling of Regional Structural Change: A Cellular Automata Approach. European Review of Agricultural Economics 24(1): 85-108.
  3. Bert F, Poodesta P, Rovere S & Menendez A (2011). An agent-based model to simulate structural and land use changes in agricultural systems of the argentine pampas, Journal of Ecological Modelling 222:3486-3499.
  4. Brady M, Sahrbacher C, Kellermann K & Hoppe K (2012). An agent-based approach to modeling impacts of agricultural policy on land use, biodiversity and ecosystem services. Journal of Landscape Ecology 27:1363–1381.
  5. Freeman T, Nolan J, & Schoney R (2009). An Agent‐Based Simulation Model of Structural Change in Canadian Prairie Agriculture, 1960–2000. Canadian Journal of agricultural economics 57: 537-554.
  6. Karimi V, Karami E, & Keshavarz M (2017). Climate change and agriculture: Impacts and adaptive responses in Iran. Journal of Integrative Agriculture 17: 1-15
  7. Nassiri M, Koocheki A, Kamali G A & Shahandeh H (2006). Potential impact of climate change on rained wheat production in Iran. Journal of Archives of Agronomy and Soil Sciences 52: 113–124.
  8. Parker D C, Manson S M, Janssen M A, Hoffman M J & Deadman P (2003). Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change: A Review. Journal of the Association of American Geographers 93(2): 314-337.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

June 4, 2021

Submission Date

December 11, 2018

Acceptance Date

February 7, 2020

Published in Issue

Year 2021 Volume: 27 Number: 2

APA
Mansoori, H., Ghorbani, M., & Kohansal, M. R. (2021). Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model. Journal of Agricultural Sciences, 27(2), 204-210. https://doi.org/10.15832/ankutbd.495246
AMA
1.Mansoori H, Ghorbani M, Kohansal MR. Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model. J Agr Sci-Tarim Bili. 2021;27(2):204-210. doi:10.15832/ankutbd.495246
Chicago
Mansoori, Hooman, Mohammad Ghorbani, and Mohammad Reza Kohansal. 2021. “Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model”. Journal of Agricultural Sciences 27 (2): 204-10. https://doi.org/10.15832/ankutbd.495246.
EndNote
Mansoori H, Ghorbani M, Kohansal MR (June 1, 2021) Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model. Journal of Agricultural Sciences 27 2 204–210.
IEEE
[1]H. Mansoori, M. Ghorbani, and M. R. Kohansal, “Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model”, J Agr Sci-Tarim Bili, vol. 27, no. 2, pp. 204–210, June 2021, doi: 10.15832/ankutbd.495246.
ISNAD
Mansoori, Hooman - Ghorbani, Mohammad - Kohansal, Mohammad Reza. “Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model”. Journal of Agricultural Sciences 27/2 (June 1, 2021): 204-210. https://doi.org/10.15832/ankutbd.495246.
JAMA
1.Mansoori H, Ghorbani M, Kohansal MR. Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model. J Agr Sci-Tarim Bili. 2021;27:204–210.
MLA
Mansoori, Hooman, et al. “Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model”. Journal of Agricultural Sciences, vol. 27, no. 2, June 2021, pp. 204-10, doi:10.15832/ankutbd.495246.
Vancouver
1.Hooman Mansoori, Mohammad Ghorbani, Mohammad Reza Kohansal. Determining the Effects of Climate Change and Market Prices on Farm’s Structure by Using an Agent Based Model. J Agr Sci-Tarim Bili. 2021 Jun. 1;27(2):204-10. doi:10.15832/ankutbd.495246

Journal of Agricultural Sciences is published as open access journal. All articles are published under the terms of the Creative Commons Attribution License (CC BY).