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Tytuł artykułu

Assessing climate change impacts on vegetation and water dynamics in semi-arid watersheds using remote sensing techniques

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This study aims to assess the impact of climate change on vegetation and water resources in the Safsaf watershed of northeastern Algeria. We analyzed Landsat satellite imagery from 2012 to 2022 to compute the Normalized Difference Vegetation Index (NDVI) and employed MODIS and CHIRPS data through Google Earth Engine (GEE) to explore the relationships between NDVI, Land Surface Temperature (LST), and precipitation. Our analysis revealed a significant decline in water surfaces and vegetation cover, which correlates with increased human activities and rapid urbanization due to population growth. Pearson’s correlation analysis indicated a moderate negative relationship between NDVI and LST, alongside a weak negative correlation between the Normalized Difference Water Index (NDWI) and precipitation. These findings highlight the urgent need for integrated environmental management strategies to mitigate climate change impacts and prevent further degradation of the Safsaf watershed, emphasizing the importance of incorporating ecological and hydrological considerations into future planning efforts.
Czasopismo
Rocznik
Strony
61--73
Opis fizyczny
Bibliogr. 27 poz., rys., tab.
Twórcy
  • Department of Earth Sciences, Institute of Architecture and Earth Sciences, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Laboratory of Applied Research in Engineering Geology, Geotechnics, Water Sciences, and Environment, Farhat Abbas University, El Bez, Setif, 19000, Algeria
autor
  • Department of Earth Sciences, Institute of Architecture and Earth Sciences, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Laboratory of Applied Research in Engineering Geology, Geotechnics, Water Sciences, and Environment, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • International Association of Water Resources in the Southern Mediterranean Basin, Gafsa, Tunisia
autor
  • Department of Earth Sciences, Institute of Architecture and Earth Sciences, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Laboratory of Applied Research in Engineering Geology, Geotechnics, Water Sciences, and Environment, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Department of Earth Sciences, Institute of Architecture and Earth Sciences, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Laboratory of Applied Research in Engineering Geology, Geotechnics, Water Sciences, and Environment, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • International Association of Water Resources in the Southern Mediterranean Basin, Gafsa, Tunisia
autor
  • Department of Earth Sciences, Institute of Architecture and Earth Sciences, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Laboratory of Applied Research in Engineering Geology, Geotechnics, Water Sciences, and Environment, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • International Association of Water Resources in the Southern Mediterranean Basin, Gafsa, Tunisia
autor
  • International Association of Water Resources in the Southern Mediterranean Basin, Gafsa, Tunisia
  • Department of Earth Sciences, Faculty of Sciences of Gafsa, University of Gafsa, Sidi Ahmed Zarroug University Campus, Gafsa, 2112, Tunisia
  • School of Science and Technology, Geology division, University of Camerino, Camerino, Italy
autor
  • Department of Earth Sciences, Institute of Architecture and Earth Sciences, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • Laboratory of Applied Research in Engineering Geology, Geotechnics, Water Sciences, and Environment, Farhat Abbas University, El Bez, Setif, 19000, Algeria
  • International Association of Water Resources in the Southern Mediterranean Basin, Gafsa, Tunisia
Bibliografia
  • Al-Hussein, A.A., Hamed, Y., Bouri, S., Hajji, S., Aljuaid, A.M., Hachicha, W., 2023. The Socio-Economic Effects of Floods and Ways to Prevent Them: A Case Study of the Khazir River Basin, Northern Iraq. Water 15(24), 4271.
  • Ayed, B., Jmal, I., Sahal, S., Ben Brahim, F., Boughariou, E., Mokadem, N., Bouri, S., 2017. Comparison between an intrinsic and a specific vulnerability method using a GIS tool: case of the Smar aquifer in Maritime Djeffara (southeastern Tunisia). Journal of Water Supply: Research and Technology – AQUA 66(3), 186–198.
  • Ben Brahim, F., Khanfir, H., Bouri, S., 2012. Groundwater vulnerability and risk mapping of the Northern Sfax Aquifer, Tunisia. Arabian Journal for Science and Engineering 37(5), 1405–1421.
  • Bouri, S., Abida, H., Khanfir, H., 2008. Impacts of wastewater irrigation in arid and semi arid regions: case of Sidi Abid region, Tunisia. Environmental Geology 53(7), 1421–1432.
  • Chandramohan, R., Singh, M.N.S.K., Babu, M.C.S., Kiran, M.S.S., Prasad, N.S., 2024. NDVI land cover classification for Krishna district, Andhra Pradesh, India for the year 2020 by RS and GIS techniques. International Research Journal of Modernization in Engineering Technology and Science 6(9), 1551.
  • Gayar, A.E., Hamed, Y., 2018. Climate Change and Water Resources Management in Arab Countries. In: Kallel, A., Ksibi, M., Ben Dhia, H., Khélifi, N. (eds) Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions. EMCEI 2017. Advances in Science, Technology & Innovation. Springer, Cham. https://doi.org/10.1007/978-3-319-70548-4_31
  • Gelata, F.T., Jiqin, H., Chaka Gemeda, S., Wubishet Asefa, B., 2023. Application of GIS using NDVI and LST estimation to measure climate variability-induced drought risk assessment in Ethiopia. Journal of Water and Climate Change 14(7), 2479–2489.
  • Guha, S., 2021. A long-term monthly assessment of land surface temperature and normalized difference vegetation index using Landsat data. Revista Brasileira de Gestão Urbana 13, e20200345. https://doi.org/10.1590/2175-3369.013.e20200345
  • Guha, S., Govil, H., 2020. Land surface temperature and normalized difference vegetation index relationship: a seasonal study on a tropical city. SN Applied Sciences 2(10), 1661.
  • Guha, S., Govil, H., Taloor, A. K., Gill, N., Dey, A., 2022. Land surface temperature and spectral indices: A seasonal study of Raipur City. Geodesy and Geodynamics 13(1), 72–82.
  • Hajji, S., Yahyaoui, N., Bousnina, S., Ben Brahim, F., Allouche, N., Faiedh, H., Aljuaid, A.M., 2021. Using a mamdani fuzzy inference system model (Mfism) for ranking groundwater quality in an agri-environmental context: Case of the hammamet-nabeul shallow aquifer (Tunisia). Water 13(18), 2507.
  • Hamed, Y., Khelifi, F., Houda, B., Sâad, A. B., Ncibi, K., Hadji, R., Hamad, A., 2023. Phosphate mining pollution in southern Tunisia: environmental, epidemiological, and socioeconomic investigation. Environment, Development and Sustainability 25(11), 13619–13636.
  • Hamed, Y., Hadji, R., Ahmadi, R., Ayadi, Y., Shuhab, K., Pulido-Bosch, A., 2024. Hydrogeological investigation of karst aquifers using an techniques (Southern Mediterranean Basin – Tunisia). Environment, development and sustainability 26(3), 6943–6975.
  • Hiraga, Y., Tahara, R., Meza, J., 2025. A methodology to estimate Probable maximum precipitation (PMP) under climate change using a numerical weather model. Journal of Hydrology, 132659.
  • Hussain, S., Raza, A., Abdo, H.G., Mubeen, M., Tariq, A., Nasim, W., Al Dughairi, A.A., 2023. Relation of land surface temperature with different vegetation indices using multi-temporal remote sensing data in Sahiwal region, Pakistan. Geoscience Letters 10(1), 33.
  • Hussain, S., Mubeen, M., Nasim, W., Mumtaz, F., Abdo, H.G., Mostafazadeh, R., Fahad, S., 2024. Assessment of future prediction of urban growth and climate change in district Multan, Pakistan using CA-Markov method. Urban Climate 53, 101766.
  • Imtiaz, F., Farooque, A.A., Randhawa, G.S., Wang, X., Esau, T.J., Acharya, B., Garmdareh, S.E.H., 2024. An inclusive approach to crop soil moisture estimation: Leveraging satellite thermal infrared bands and vegetation indices on Google Earth engine. Agricultural Water Management 306, 109172.
  • Leulmi, L., Lazri, Y., Abdelkebir, B., Bensehla, S., 2023. Assessment of the effect of land use and land cover (LULC) change on depth runoff: case study of Skikda floods event. Glasnik Srpskog geografskog drustva 103(2), 145–160.
  • Maou, A., Souadnia, S., Faqeih, K., AlAmri, A., Hadji, R., Alamri, S. M., ... ,Altwaiher, J., 2025. Assessing flash flood occurrences and hazard zones along the mediterranean coasts: a GIS and mapping techniques approach in the Wadi Saf Saf Basin, Northeast Algeria. Frontiers in Earth Science 13, 1594364.
  • McFeeters, S.K., 1996. The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. International journal of remote sensing 17(7), 1425–1432.
  • Ncibi, K., Mastrocicco, M., Colombani, N., Busico, G., Hadji, R., Hamed, Y., Shuhab, K., (2022). Differentiating nitrate origins and fate in a semi-arid basin (Tunisia) via geostatistical analyses and groundwater modelling. Water 14(24), 4124.
  • Samia, T.B., Houria, K.B., Nacer, K., Marc, C., 2013. Assessment and management of water resources in Northeastern Algeria: case of watersheds Kebir West Safsaf and Guebli rivers, Skikda. Applied Water Science 3, 351–357.
  • Sharma, V.K., Thamida, S.K., Reddy, B.N.K., Sinha, R., 2024. An Overview of the Hydrocarbon Sector in India for Carbon Capture Scope. Available at SSRN 5246379.
  • Soares, P.M., Lima, D.C., 2022. Water scarcity down to earth surface in a Mediterranean climate: The extreme future of soil moisture in Portugal. Journal of Hydrology 615, 128731.
  • Ullah, W., Ahmad, K., Ullah, S., Tahir, A. A., Javed, M.F., Nazir, A., Mohamed, A., 2023. Analysis of the relationship among land surface temperature (LST), land use land cover (LULC), and normalized difference vegetation index (NDVI) with topographic elements in the lower Himalayan region. Heliyon 9(2), e13322.
  • Vicente-Serrano, S.M., Cabello, D., Tomás-Burguera, M., Martín-Hernández, N., Beguería, S., Azorin-Molina, C., El Kenawy, A., 2015. Drought variability and land degradation in semiarid regions: Assessment using remote sensing data and drought indices (1982–2011). Remote Sensing 7(4), 4391–4423.
  • Yang, Y., Tilman, D., Jin, Z., Smith, P., Barrett, C.B., Zhu, Y.G., Zhuang, M., 2024. Climate change exacerbates the environmental impacts of agriculture. Science 385 (6713), eadn3747.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-dfd941f8-4adc-457b-96b3-7173bdef7643
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