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

被引:27
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 61 条
[1]  
Amare Sewnet Minale Amare Sewnet Minale, 2013, International Journal of Geosciences, V4, P1003, DOI 10.4236/ijg.2013.47093
[2]  
[Anonymous], 2019, BARTN VALILII WEB SA
[3]  
[Anonymous], 2013, THESIS
[4]  
[Anonymous], 2010, Photogramm. Rec., DOI 10.1201/9781420055139
[5]   Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion [J].
Arsanjani, Jamal Jokar ;
Helbich, Marco ;
Kainz, Wolfgang ;
Boloorani, Ali Darvishi .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2013, 21 :265-275
[6]  
Atik S, 1998, BARTN TURIZM ENVANTE
[7]   ECOSYSTEM MODELING WITH GIS [J].
BALL, GL .
ENVIRONMENTAL MANAGEMENT, 1994, 18 (03) :345-349
[8]   Modelling and analyzing the watershed dynamics using Cellular Automata (CA)-Markov model - A geo-information based approach [J].
Behera, Mukunda D. ;
Borate, Santosh N. ;
Panda, Sudhindra N. ;
Behera, Priti R. ;
Roy, Partha S. .
JOURNAL OF EARTH SYSTEM SCIENCE, 2012, 121 (04) :1011-1024
[9]  
Bewket W, 2002, MT RES DEV, V22, P263, DOI 10.1659/0276-4741(2002)022[0263:LCDSTI]2.0.CO
[10]  
2