Recent land cover trends in the transition region of Tiaret, Algeria

被引:7
作者
Amrouni, Yasmina [1 ]
Berrayah, Mohammed [1 ]
Gelabert, Pere [2 ,3 ]
Vega-Garcia, Cristina [2 ,3 ]
Hellal, Benchaben [4 ]
Rodrigues, Marcos [2 ,5 ]
机构
[1] Univ Ibn Khaldoun, Fac Nat & Life Sci, Lab Agrobiotechnol & Nutr Semiarid Areas, Tiaret, Algeria
[2] Univ Lleida, Dept Agr & Forest Engn, Lleida 25198, Spain
[3] CERCA, AGROTECNIO, CTFC, Joint Res Unit, Lleida, Spain
[4] Univ Ibn Khaldoun, Fac Nat & Life Sci, Geomatics & Sustainable Dev Lab, Tiaret, Algeria
[5] Univ Zaragoza, Dept Geog & Land Management, Zaragoza, Spain
关键词
Transition; Degradation; GEE; Landsat time series; Classification; Support vector machine (SVM); Land cover maps; DIFFERENCE WATER INDEX; TIME-SERIES; SPECTRAL INDEXES; CLASSIFICATION; TRANSFORMATION; DEGRADATION; COEFFICIENT; ACCURACY; IMAGERY; STATE;
D O I
10.1016/j.catena.2021.105861
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The transition zone between the Tellian and Saharan Atlas of the Tiaret region in Algeria is believed to be undergoing land degradation processes because of the increase in population needs, which causes a weakening of the biological potential and generates ecological and socio-economic imbalances. The lack of periodically acquired data on land cover is a major handicap to understand and diagnose the state of this transition zone. The goal of our work was to reconstruct past annual land cover changes in order to assess the best monitoring tools for the current and future situations. We used an annual series of Landsat images, acquired between 1984 and 2017 via the Google Earth Engine platform. We then classified relevant land covers by applying a SVM (Support Vector Machine) classification algorithm to this multi-spectral data set. We also integrated other derived data such as vegetation, water and color indices, texture measures and TC transformationsin order to improve classification accuracy. The resulting 34 high-resolution land cover maps for the 1984-2017 period precisely characterize the recent dynamics and status of the transition zone of the Tellian and Saharan Atlas in the steppe region of Tiaret, and allow to explore land cover and climatic trends.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Combining ALOS PALSAR and AVNIR-2 data for effective land use/land cover classification in Jharia coalfields region
    Parihar N.
    Rathore V.S.
    Mohan S.
    Rathore, V.S. (vsrathore@bitmesra.ac.in), 2017, Taylor and Francis Ltd. (08) : 130 - 147
  • [42] Application of Convolutional Neural Networks With Object-Based Image Analysis for Land Cover and Land Use Mapping in Coastal Areas: A Case Study in Ain Temouchent, Algeria
    Zaabar, Narimane
    Niculescu, Simona
    Kamel, Mihoubi Mustapha
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 15 : 5177 - 5189
  • [43] Development and assessment of a 250 m spatial resolution MODIS annual land cover time series (2000-2011) for the forest region of Canada derived from change-based updating
    Pouliot, Darren
    Latifovic, Rasim
    Zabcic, Natalie
    Guindon, Luc
    Olthof, Ian
    REMOTE SENSING OF ENVIRONMENT, 2014, 140 : 731 - 743
  • [44] Assessing Land-Cover Change Trends, Patterns, and Transitions in Coalfield Counties of Eastern Kentucky, USA
    Suraj, K. C.
    Gyawali, Buddhi R.
    Lucas, Shawn
    Antonious, George F.
    Chiluwal, Anuj
    Zourarakis, Demetrio
    LAND, 2024, 13 (09)
  • [45] Seasonal Change of Land-Use/Land-Cover (LULC) Detection Using MODIS Data in Rapid Urbanization Regions: A Case Study of the Pearl River Delta Region (China)
    Hu, Jinrong
    Zhang, Yuanzhi
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2013, 6 (04) : 1913 - 1920
  • [46] Worldwide Research on Land Use and Land Cover in the Amazon Region
    Montalvan-Burbano, Nestor
    Velastegui-Montoya, Andres
    Gurumendi-Noriega, Miguel
    Morante-Carballo, Fernando
    Adami, Marcos
    SUSTAINABILITY, 2021, 13 (11)
  • [47] Influence of drought and anthropogenic pressures on land use and land cover change in the brazilian semiarid region
    Refati, Daiana Caroline
    da Silva, Jhon Lennon Bezerra
    Macedo, Rodrigo Santana
    Lima, Ricardo da Cunha Correia
    da Silva, Marcos Vinicius
    Pandorfi, Heliton
    Silva, Patricia Costa
    de Oliveira-Junior, Jose Francisco
    JOURNAL OF SOUTH AMERICAN EARTH SCIENCES, 2023, 126
  • [48] Mapping Fractional Land Use and Land Cover in a Monsoon Region: The Effects of Data Processing Options
    Seo, Bumsuk
    Bogner, Christina
    Koellner, Thomas
    Reineking, Bjoern
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (09) : 3941 - 3956
  • [49] On Quantification of Groundwater Dynamics Under Long-term Land Use Land Cover Transition
    Pradhan, Sucharita
    Dhar, Anirban
    Tiwari, Kamlesh Narayan
    WATER RESOURCES MANAGEMENT, 2022, 36 (11) : 4039 - 4055
  • [50] Quantifying Land Use Land Cover Changes in the Lake Victoria Basin Using Satellite Remote Sensing: The Trends and Drivers between 1985 and 2014
    Mugo, Robinson
    Waswa, Rose
    Nyaga, James W.
    Ndubi, Antony
    Adams, Emily C.
    Flores-Anderson, Africa, I
    REMOTE SENSING, 2020, 12 (17) : 1 - 17