Projection of future land use/cover change in the Izeh-Pyon Plain of Iran using CA-Markov model

被引:20
|
作者
Moradi, Farzad [1 ]
Kaboli, Hesam Seyed [1 ]
Lashkarara, Babak [1 ]
机构
[1] Jundi Shapur Univ Technol, Dept Civil Engn, Dezful, Iran
关键词
CA-Markov; LULC; Figure of merit; Suitability map; Iran; INTEGRATED CELLULAR-AUTOMATA; SIMULATION-MODEL; URBAN-GROWTH; COVER CHANGE; SUITABILITY EVALUATION; INTENSITY ANALYSIS; CHANGE DYNAMICS; ZHENLAI COUNTY; ACCURACY; CHAIN;
D O I
10.1007/s12517-020-05984-6
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Detection and prediction of land use and land cover (LULC) changes in natural resource management and environmental monitoring provide the regional and national decision-makers with useful information. Izeh-Pyon Plain as one of the important wildlife habitats in Khuzestan Province, Iran was selected to detect LULC changes in the past three decades (1985-2017), and LULC in 2033 was also predicted. The LULC maps were obtained using the maximum likelihood classification and Landsat images for (TM) 1985, (ETM+) 2001, and (OLI) 2017. The LULC mapping for 2033 was done using cellular automata and Markov chain (CA-Markov) model and validating the model in the 2017 map simulation. Suitability maps were prepared for each LULC class using weighted linear combination method and applying constraint maps, whereas the weight of each criterion was determined in analytical hierarchy process and standardized based on fuzzy theory. Furthermore, CA-Markov validation was performed using three measures of quantity disagreement, allocation disagreement, and figure of merit. The results showed that from 1985 to 2017, wetlands, forests, and grassland areas decreased by 43.7%, 9.21%, and 8.43%, respectively. In contrast, agricultural lands and residential areas increased by 26.38% and 129.3%, respectively. This decreasing/increasing trend will continue up to 2033, so that one of the wetlands will completely dry out by 2033 and compared with 1985 and 2017, total wetland area will decrease by 68% and 44%, respectively. Since these wetlands are home to many birds and aquatic animals and are considered the tourist attraction of the region, their destruction and the increase of crop production will seriously threaten the ecosystem of the region in the future.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Projection of future land use/cover change in the Izeh-Pyon Plain of Iran using CA-Markov model
    Farzad Moradi
    Hesam Seyed Kaboli
    Babak Lashkarara
    [J]. Arabian Journal of Geosciences, 2020, 13
  • [2] Analysis of the future land cover change in Beijing using CA-Markov chain model
    Huang, Yingchun
    Yang, Bogang
    Wang, Miao
    Liu, Bowen
    Yang, Xudong
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2020, 79 (02)
  • [3] Simulation and prediction of land use and land cover change using GIS, remote sensing and CA-Markov model
    Khawaldah, H. A.
    Farhan, I.
    Alzboun, N. M.
    [J]. GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM, 2020, 6 (02): : 215 - 232
  • [4] USING CA-MARKOV MODEL TO MODEL THE SPATIOTEMPORAL CHANGE OF LAND USE/COVER IN FUXIAN LAKE FOR DECISION SUPPORT
    Li, S. H.
    Jin, B. X.
    Wei, X. Y.
    Jiang, Y. Y.
    Wang, J. L.
    [J]. ISPRS INTERNATIONAL WORKSHOP ON SPATIOTEMPORAL COMPUTING, 2015, : 163 - 168
  • [5] Analysis of Land Use Land Cover (LULC) Change in a Watershed with High Urbanization Potential Using the CA-Markov Model
    Kalra, Ajay
    Banjara, Mandip
    Ghimire, Amrit
    Acharya, Kriti
    Sarker, Md. Sayeduzzaman
    Gupta, Ritu
    [J]. WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2024: CLIMATE CHANGE IMPACTS ON THE WORLD WE LIVE IN, 2024, : 16 - 28
  • [6] Prediction of land use land cover changes of a river basin using the CA-Markov model
    Jana, Ankan
    Jat, Mahesh Kumar
    Saxena, Ankita
    Choudhary, Mahender
    [J]. GEOCARTO INTERNATIONAL, 2022, 37 (26) : 14127 - 14147
  • [7] Monitoring and prediction of land use/land cover changes using CA-Markov model: a case study of Ravansar County in Iran
    Karimi, Hazhir
    Jafarnezhad, Javad
    Khaledi, Jabbar
    Ahmadi, Parisa
    [J]. ARABIAN JOURNAL OF GEOSCIENCES, 2018, 11 (19)
  • [8] Monitoring and prediction of land use/land cover changes using CA-Markov model: a case study of Ravansar County in Iran
    Hazhir Karimi
    Javad Jafarnezhad
    Jabbar Khaledi
    Parisa Ahmadi
    [J]. Arabian Journal of Geosciences, 2018, 11
  • [9] Land Use and Land Cover Change Assessment and Future Predictions in the Matenchose Watershed, Rift Valley Basin, Using CA-Markov Simulation
    Mathewos, Markos
    Lencha, Semaria Moga
    Tsegaye, Misgena
    [J]. LAND, 2022, 11 (10)
  • [10] Predicting land use/land cover changes using CA-Markov and LCM models in the metropolitan area of Mashhad, Iran
    Aghajani, Hossein
    Sarkari, Farnaz
    Moghaddam, Mehdi Fattahi
    [J]. MODELING EARTH SYSTEMS AND ENVIRONMENT, 2024,