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An agent based model to simulate structural and land use changes in agricultural systems of the argentine pampas

机译:基于Agent的模型来模拟阿根廷南美大草原农业系统的结构和土地利用变化

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摘要

The Argentine Pampas, one of the main agricultural areas in the world, recently has undergone significant changes in land use and structural characteristics of agricultural production systems. Concerns about the environmental and societal impacts of the changes motivated development of an agent-based model (ABM) to gain insight on processes underlying recent observed patterns. The model is described following a standard protocol (ODD). Results are discussed for an initial set of simplified simulations performed to understand the processes that generated and magnified the changes in the Pampas. Changes in the structure of agricultural production and land tenure seem to be driven by differences among farmers' ability to generate sufficient agricultural income to remain in business. In turn, as no off-farm or credit is modeled, economic sustainability is tied to initial resource endowment (area cropped). Farmers operating small areas are economically unviable and must lease out their farms to farmers operating larger areas. This leads to two patterns: (a) a concentration of production (fewer farmers operating larger areas) and, (b) an increase in the area operated by tenants. The simulations showed an increase of soybean area, linked to the higher profitability of this crop. Despite the stylized nature of initial simulations, all emerging patterns are highly consistent with changes observed in the Pampas.
机译:阿根廷南美大草原是世界上主要的农业地区之一,最近在土地利用和农业生产系统的结构特征方面发生了重大变化。对变化的环境和社会影响的担忧促使了基于代理的模型(ABM)的开发,以获取对最近观察到的模式背后的过程的洞察力。该模型按照标准协议(ODD)进行描述。讨论了一组简化模拟的初始结果,这些模拟是为了了解产生并放大了南美大草原变化的过程而进行的。农业生产和土地使用权结构的变化似乎是由农民产生足够的农业收入来维持经营的能力之间的差异所驱动的。反过来,由于没有模型化非农场或信贷,因此经济可持续性与初始资源end赋(耕种面积)联系在一起。经营小区域的农民在经济上是行不通的,必须将其农场出租给经营大区域的农民。这导致了两种模式:(a)生产集中(在较大区域经营的农民较少),(b)租户经营的区域增加。模拟显示大豆面积增加,这与该作物的较高获利能力有关。尽管初始模拟具有风格化的性质,但所有新兴模式都与潘帕斯山脉中观察到的变化高度一致。

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