Simulation of future forest and land use/cover changes (2019-2039) using the cellular automata-Markov model

被引:26
|
作者
Aksoy, Hasan [1 ]
Kaptan, Sinan [2 ]
机构
[1] Sinop Univ, Ayancik Vocat Sch, Dept Forestry & Forest Prod, Sinop, Turkey
[2] Bartin Univ, Fac Forestry, Dept Forest Management & Planning, Bartin, Turkey
关键词
Forest structure; LULC; CA-Markov; remote sensing; GIS; USE/LAND COVER CHANGES; BLUE-NILE BASIN; CARBON STORAGE; DYNAMICS; CHAIN; CITY; SCENARIOS; PATTERNS; DRIVEN; DELTA;
D O I
10.1080/10106049.2020.1778102
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study aimed to simulate and assess forest cover and land use/land cover (LULC) changes between 2019 and 2039 using the cellular automata-Markov model. The performance of the model was evaluated by comparing the 2019 simulation map with the 2019 supervised classified map, and it was found to be reliable, with a similarity rate of 85.43%. The LULC analysis and estimates were carried out for a total of six classes: coniferous, broad-leaf, mixed forest, settlement, water and agriculture. Between 1999 and 2019, the areas of total forest increased by 17.4%, settlement by 84.6% and water by 20.1%, whereas the agriculture area decreased by 33.2%. According to 2019-2039 land use/cover simulation results, there were decreases of 2.4% in total forest area and 3.7% in residential and water surface areas, but a 6.9% decrease in the agriculture class. Tracking these changes will contribute to decision making and strategy development efforts of forest planners and managers.
引用
收藏
页码:1183 / 1202
页数:20
相关论文
共 50 条
  • [31] Predicting land use changes in northern China using logistic regression, cellular automata, and a Markov model
    Min Wang
    Longyan Cai
    Hui Xu
    Shengli Zhao
    Arabian Journal of Geosciences, 2019, 12
  • [32] Land-Cover Change Analysis and Simulation in Conakry (Guinea), Using Hybrid Cellular-Automata and Markov Model
    Traore, Arafan
    Mawenda, John
    Komba, Atupelye
    URBAN SCIENCE, 2018, 2 (02)
  • [33] Modelling land use/cover changes with markov-cellular automata in Komering Watershed, South Sumatera
    Kusratmoko, E.
    Albertus, S. D. Y.
    Supriatna
    3RD INTERNATIONAL SYMPOSIUM ON LAPAN-IPB SATELLITE FOR FOOD SECURITY AND ENVIRONMENTAL MONITORING 2016, 2017, 54
  • [34] Integrating logistic regression and cellular automata-Markov models with the experts' perceptions for detecting and simulating land use changes and their driving forces
    Shahbazian, Zohreh
    Faramarzi, Marzban
    Rostami, Noredin
    Mahdizadeh, Hossein
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2019, 191 (07)
  • [35] Integrating ANNs and Cellular Automata-Markov Chain to Simulate Urban Expansion with Annual Land Use Data
    Xu, Tingting
    Zhou, Dingjie
    Li, Yuhua
    LAND, 2022, 11 (07)
  • [36] Land Use/Cover Change Prediction Based on a New Hybrid Logistic-Multicriteria Evaluation-Cellular Automata-Markov Model Taking Hefei, China as an Example
    He, Yecheng
    Wu, Weicheng
    Xie, Xinyuan
    Ke, Xinxin
    Song, Yifei
    Zhou, Cuimin
    Li, Wenjing
    Li, Yuan
    Jing, Rong
    Song, Peixia
    Fu, Linqian
    Mao, Chunlian
    Xie, Meng
    Li, Sicheng
    Li, Aohui
    Song, Xiaoping
    Chen, Aiqing
    LAND, 2023, 12 (10)
  • [37] Urban land use changes predictions using a cellular automata model
    Liu, Yi
    Yang, Sheng
    Chen, Jining
    Zeng, Siyou
    Qinghua Daxue Xuebao/Journal of Tsinghua University, 2013, 53 (01): : 72 - 77
  • [38] Integrating cellular automata Markov model to simulate future land use change of a tropical basin
    Camara, M.
    Jamil, N. R. B.
    Abdullah, A. F. B.
    Hashim, R. B.
    GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM, 2020, 6 (03): : 403 - 414
  • [39] Accuracy assessments of land use change simulation based on Markov-cellular automata model
    Wang, S. Q.
    Zheng, X. Q.
    Zang, X. B.
    18TH BIENNIAL ISEM CONFERENCE ON ECOLOGICAL MODELLING FOR GLOBAL CHANGE AND COUPLED HUMAN AND NATURAL SYSTEM, 2012, 13 : 1238 - 1245
  • [40] Simulation of Precise Scale Land Use Change Based on the Markov-cellular Automata Model
    Wang, Shuqing
    Zheng, Xinqi
    Wang, Lin
    Zang, Xiaobing
    2010 18TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, 2010,