TY - GEN
T1 - An Agent-Based Model for Simulating Land Degradation and Food Shortage in North Korea
AU - An, Yoosoon
AU - Park, Soo Jin
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2020.
PY - 2020
Y1 - 2020
N2 - The great North Korean famine, known as the “Arduous March,” occurred in the mid-1990s. Many researchers agree that land degradation or declining land productivity represented a critical factor in triggering the famine. In North Korea, land degradation constitutes an issue that is difficult to evaluate given the complex relationship between social and ecological causes and lack of available information. In order to reflect this complexity and uncertainty, an agent-based modeling approach can be used. This study aims to develop an agent-based model to present the process and relationship between land degradation and food shortage in North Korea. The model replicates the social-ecological system of a hypothetical farm that represents collective farms in North Korea. The model consists of three parts: the human agent, environmental system, and policy and external factors. The agent is defined as a household, 400 of whom represent a collective farm in North Korea. If these agents experience an event, such as a food shortage, they will alter their land-use and labor strategy. The environmental system is defined as a 250 × 250 multi-layered grid, and the size of each grid is 100 m2 to reflect the size of a collective farm. The policy and external factors are comprised of three scenarios that reflect a land-use restriction policy, foreign relationship (food aid), and climate change. The simulation result indicates that the food crisis in the model would occur about 35 years after 1960 when the “Arduous March” occurred in the real world. The results of this study show the threshold and emergence point, corresponding with the vulnerability to land degradation and food shortage.
AB - The great North Korean famine, known as the “Arduous March,” occurred in the mid-1990s. Many researchers agree that land degradation or declining land productivity represented a critical factor in triggering the famine. In North Korea, land degradation constitutes an issue that is difficult to evaluate given the complex relationship between social and ecological causes and lack of available information. In order to reflect this complexity and uncertainty, an agent-based modeling approach can be used. This study aims to develop an agent-based model to present the process and relationship between land degradation and food shortage in North Korea. The model replicates the social-ecological system of a hypothetical farm that represents collective farms in North Korea. The model consists of three parts: the human agent, environmental system, and policy and external factors. The agent is defined as a household, 400 of whom represent a collective farm in North Korea. If these agents experience an event, such as a food shortage, they will alter their land-use and labor strategy. The environmental system is defined as a 250 × 250 multi-layered grid, and the size of each grid is 100 m2 to reflect the size of a collective farm. The policy and external factors are comprised of three scenarios that reflect a land-use restriction policy, foreign relationship (food aid), and climate change. The simulation result indicates that the food crisis in the model would occur about 35 years after 1960 when the “Arduous March” occurred in the real world. The results of this study show the threshold and emergence point, corresponding with the vulnerability to land degradation and food shortage.
KW - Agent-based model
KW - Cooperative farm
KW - Land degradation
KW - Land-use and cover change (LUCC)
KW - NetLogo
KW - North Korean famine
KW - Soil quality
UR - https://www.scopus.com/pages/publications/85086178849
U2 - 10.1007/978-3-030-35902-7_6
DO - 10.1007/978-3-030-35902-7_6
M3 - Conference contribution
AN - SCOPUS:85086178849
SN - 9783030359010
T3 - Springer Proceedings in Complexity
SP - 83
EP - 99
BT - Proceedings of the Conference of the Computational Social Science Society of the Americas, CSSSA 2018
A2 - Carmichael, Ted
A2 - Yang, Zining
PB - Springer
T2 - Annual Conference of the Computational Social Science Society of the Americas, CSSSA 2018
Y2 - 25 October 2018 through 28 October 2018
ER -