Assessment of land use-land cover changes using GIS, remote sensing, and CA-Markov model: a case study of Algiers, Algeria

被引:8
|
作者
Hind, Madani [1 ]
M'hammed, Setti [1 ]
Djamal, Akziz [2 ]
Zoubida, Nemer [3 ]
机构
[1] Univ Sci & Technol Houari Boumediene USTHB, Fac Earth Sci Geog & Terr Planning, Lab Cities Reg & Terr Governance LVRGT, Algiers, Algeria
[2] Univ Sci & Technol Houari Boumediene USTHB, Fac Earth Sci Geog & Terr Planning, Lab Geomorphol & Geohazards G&G, Algiers, Algeria
[3] Univ Sci & Technol Houari Boumediene USTHB, Fac Earth Sci Geog & Terr Planning, Lab Geophys LGEOPH, Algiers, Algeria
关键词
Landsat image; GIS; Remote sensing; CA-Markov; LULCC; Algiers; URBAN EXPANSION; CLASSIFICATION; URBANIZATION; SIMULATION; PATTERN; CASBAH; REGION; ZONE;
D O I
10.1007/s12518-022-00472-w
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper analyzes the spatio-temporal change of land use and the regression of agricultural and forest areas in the capital of Algeria "Algiers." A methodology based on a Geographic Information System (GIS) environment and remote sensing to process and analyze a series of satellite images from 1987 to 2018 was used to categorize the soil into urban, agricultural, forestry, and water areas. In addition, a spatio-temporal simulation was performed to predict and assess changes in each land use class by 2040. These approaches were supported by a field survey of the entire study area to determine the price and availability of buildable land. Results indicated an increase in urban areas at the expense of agricultural and forest areas. This expansion is randomly driven by poor management and the need to meet increasing housing demand. Also, land prices are lower on the periphery than in the center, while the population is increasing remarkably from year to year and requires both public (roads, schools, hospitals) and private (housing, investments) facilities. The prediction model revealed a 69% urbanization of the study area by 2040 and an abusive consumption of agricultural and forest areas in urban zones. In short, this rate threatens the remaining agricultural and forest areas in the study area. These predicted results are only valid if the studied variables used in this research (demographic evolution, development of infrastructures, and socio-economic facilities) remain unchanged over the next 20 years, since the scenario considered in this research is based on a linear logic linked to past trends.
引用
收藏
页码:811 / 825
页数:15
相关论文
共 50 条
  • [1] Assessment of land use–land cover changes using GIS, remote sensing, and CA–Markov model: a case study of Algiers, Algeria
    Madani Hind
    Setti M’hammed
    Akziz Djamal
    Nemer Zoubida
    [J]. Applied Geomatics, 2022, 14 : 811 - 825
  • [2] 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
  • [3] 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
  • [4] Monitoring of land use/land cover changes using GIS and CA-Markov modeling techniques: a study in Northern Turkey
    Aksoy, Hasan
    Kaptan, Sinan
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2021, 193 (08)
  • [5] Monitoring of land use/land cover changes using GIS and CA-Markov modeling techniques: a study in Northern Turkey
    Hasan Aksoy
    Sinan Kaptan
    [J]. Environmental Monitoring and Assessment, 2021, 193
  • [6] 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
  • [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 land use and land cover changes in the mountainous cities of Oman using GIS and CA-Markov modelling techniques
    Mansour, Shawky
    Al-Belushi, Mohammed
    Al-Awadhi, Talal
    [J]. LAND USE POLICY, 2020, 91
  • [9] Predicting Land Use/Land Cover Changes Using a CA-Markov Model under Two Different Scenarios
    Hamad, Rahel
    Balzter, Heiko
    Kolo, Kamal
    [J]. SUSTAINABILITY, 2018, 10 (10)
  • [10] Modelling of land use and land cover changes and prediction using CA-Markov and Random Forest
    Asif, Muhammad
    Kazmi, Jamil Hasan
    Tariq, Aqil
    Zhao, Na
    Guluzade, Rufat
    Soufan, Walid
    Almutairi, Khalid F.
    Sabagh, Ayman El
    Aslam, Muhammad
    [J]. GEOCARTO INTERNATIONAL, 2023, 38 (01)