IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i18p13497-d1236142.html
   My bibliography  Save this article

Impacts of Human Activities on Urban Sprawl and Land Surface Temperature in Rural Areas, a Case Study of El-Reyad District, Kafrelsheikh Governorate, Egypt

Author

Listed:
  • Wael Mostafa

    (Geography Department, Faculty of Arts, Kafrelsheikh University, Kafrelsheikh 33516, Egypt)

  • Zenhom Magd

    (Geography Department, Faculty of Arts, Kafrelsheikh University, Kafrelsheikh 33516, Egypt)

  • Saif M. Abo Khashaba

    (Geology Department, Faculty of Science, Kafrelsheikh University, Kafrelsheikh 33516, Egypt)

  • Belal Abdelaziz

    (National Authority for Remote Sensing and Space Sciences (NARSS), Cairo 11769, Egypt)

  • Ehab Hendawy

    (National Authority for Remote Sensing and Space Sciences (NARSS), Cairo 11769, Egypt)

  • Abdelaziz Elfadaly

    (National Authority for Remote Sensing and Space Sciences (NARSS), Cairo 11769, Egypt)

  • Mohsen Nabil

    (National Authority for Remote Sensing and Space Sciences (NARSS), Cairo 11769, Egypt)

  • Dmitry E. Kucher

    (Department of Environmental Management, Institute of Environmental Engineering, RUDN University, 6 Miklukho-Maklaya St, Moscow 117198, Russia)

  • Shuisen Chen

    (Joint Laboratory on Low-Carbon Digital Monitoring, Guangdong Institute of Carbon Neutrality (Shaoguan), Shaoguan 512029, China)

  • Elsayed Said Mohamed

    (National Authority for Remote Sensing and Space Sciences (NARSS), Cairo 11769, Egypt)

Abstract

Anthropogenic activities affect the surrounding environment dynamically in different ways. In the arid and hyper arid, agriculture is concentrated in rural communities, which are cooling surfaces that help mitigate surface temperature increases. Recently, rural communities are suffering from increasing urban sprawl. The current work focuses on evaluating the changes in land cover and their impacts on land surface temperature (LST) during (1988–2022) and predicting the changes until 2056 in El-Reyad District, Kafrelsheikh Governorate, Egypt. For achieving this purpose, Landsat images (TM, ETM+, and OLI) were used. The support vector machine (SVM) was applied using Google Earth Engine (GEE) to monitor changes in land use/cover and LST. The prediction of land use until 2056 was achieved using the CA-Markov simulation model. The results showed six land cover classes: agricultural lands, bare lands, urban areas, natural vegetation, Lake Burullus, and fish farms. The results showed the effects of human activity on the conversion of agricultural land to other activities, as agricultural lands have decreased by about 3950.8 acres, while urban areas have expanded by 6283.2 acres, from 1988 to 2022. Fish farms have increased from 3855.6 to 17,612 acres from 1988 to 2022. While the area of bare land decreased from 28.3% to 0.7% of the total area, it was converted to urban, agricultural, and fish farms. The spatiotemporal change in land cover affected the balance of LST in the study area, although the average temperature increased from 32.4 ± 0.5 to 33.6 ± 0.2 °C. In addition, it is expected to reach 36 ± 0.5 °C in 2056, and there are some areas with decreased LST where it is converted from bare areas into fish farms and agricultural uses. The prediction results show that the agricultural area will decrease by −11.38%, the urban area will increase by 4.6%, and the fish farms area will increase by 6.1%. Thus, preserving green spaces and reducing urban sprawl in rural communities are very important objectives.

Suggested Citation

  • Wael Mostafa & Zenhom Magd & Saif M. Abo Khashaba & Belal Abdelaziz & Ehab Hendawy & Abdelaziz Elfadaly & Mohsen Nabil & Dmitry E. Kucher & Shuisen Chen & Elsayed Said Mohamed, 2023. "Impacts of Human Activities on Urban Sprawl and Land Surface Temperature in Rural Areas, a Case Study of El-Reyad District, Kafrelsheikh Governorate, Egypt," Sustainability, MDPI, vol. 15(18), pages 1-19, September.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13497-:d:1236142
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/18/13497/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/18/13497/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bhanage Vinayak & Han Soo Lee & Shirishkumar Gedem, 2021. "Prediction of Land Use and Land Cover Changes in Mumbai City, India, Using Remote Sensing Data and a Multilayer Perceptron Neural Network-Based Markov Chain Model," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
    2. Hazem T. Abd El-Hamid & Hoda Nour-Eldin & Nazih Y. Rebouh & Ahmed M. El-Zeiny, 2022. "Past and Future Changes of Land Use/Land Cover and the Potential Impact on Ecosystem Services Value of Damietta Governorate, Egypt," Land, MDPI, vol. 11(12), pages 1-15, November.
    3. Mohamed A. E. AbdelRahman & Mohamed R. Metwalli & Maofang Gao & Francesco Toscano & Costanza Fiorentino & Antonio Scopa & Paola D’Antonio, 2023. "Determining the Extent of Soil Degradation Processes Using Trend Analyses at a Regional Multispectral Scale," Land, MDPI, vol. 12(4), pages 1-19, April.
    4. Ehab Hendawy & A. A. Belal & E. S. Mohamed & Abdelaziz Elfadaly & Beniamino Murgante & Ali A. Aldosari & Rosa Lasaponara, 2019. "The Prediction and Assessment of the Impacts of Soil Sealing on Agricultural Land in the North Nile Delta (Egypt) Using Satellite Data and GIS Modeling," Sustainability, MDPI, vol. 11(17), pages 1-17, August.
    5. Sameh Kotb Abd-Elmabod & Noura Bakr & Miriam Muñoz-Rojas & Paulo Pereira & Zhenhua Zhang & Artemi Cerdà & Antonio Jordán & Hani Mansour & Diego De la Rosa & Laurence Jones, 2019. "Assessment of Soil Suitability for Improvement of Soil Factors and Agricultural Management," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mohamed K. Abdel-Fattah & Elsayed Said Mohamed & Enas M. Wagdi & Sahar A. Shahin & Ali A. Aldosari & Rosa Lasaponara & Manal A. Alnaimy, 2021. "Quantitative Evaluation of Soil Quality Using Principal Component Analysis: The Case Study of El-Fayoum Depression Egypt," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
    2. Amr A. Hammam & Elsayed Said Mohamed & Ashraf E. El-Namas & Sameh Kotb Abd-Elmabod & Rasha M. Badr Eldin, 2022. "Impacted Application of Water-Hyacinth-Derived Biochar and Organic Manures on Soil Properties and Barley Growth," Sustainability, MDPI, vol. 14(20), pages 1-18, October.
    3. Radwa A. El Behairy & Ahmed A. El Baroudy & Mahmoud M. Ibrahim & Elsayed Said Mohamed & Dmitry E. Kucher & Mohamed S. Shokr, 2022. "Assessment of Soil Capability and Crop Suitability Using Integrated Multivariate and GIS Approaches toward Agricultural Sustainability," Land, MDPI, vol. 11(7), pages 1-18, July.
    4. Aditi Sengupta & Priyanka Kushwaha & Antonia Jim & Peter A. Troch & Raina Maier, 2020. "New Soil, Old Plants, and Ubiquitous Microbes: Evaluating the Potential of Incipient Basaltic Soil to Support Native Plant Growth and Influence Belowground Soil Microbial Community Composition," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    5. Harik, G. & Alameddine, I. & Zurayk, R. & El-Fadel, M., 2023. "Uncertainty in forecasting land cover land use at a watershed scale: Towards enhanced sustainable land management," Ecological Modelling, Elsevier, vol. 486(C).
    6. Helen Onyeaka & Phemelo Tamasiga & Uju Mary Nwauzoma & Taghi Miri & Uche Chioma Juliet & Ogueri Nwaiwu & Adenike A. Akinsemolu, 2023. "Using Artificial Intelligence to Tackle Food Waste and Enhance the Circular Economy: Maximising Resource Efficiency and Minimising Environmental Impact: A Review," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
    7. Mirza Waleed & Muhammad Sajjad & Anthony Owusu Acheampong & Md. Tauhidul Alam, 2023. "Towards Sustainable and Livable Cities: Leveraging Remote Sensing, Machine Learning, and Geo-Information Modelling to Explore and Predict Thermal Field Variance in Response to Urban Growth," Sustainability, MDPI, vol. 15(2), pages 1-27, January.
    8. Sydney Gourlay & Talip Kilic, 2023. "Is dirt cheap? The economic costs of failing to meet soil health requirements on smallholder farms," Agricultural Economics, International Association of Agricultural Economists, vol. 54(6), pages 793-818, November.
    9. Ismail Abd-Elaty & Alban Kuriqi & Abeer El Shahawy, 2022. "Environmental rethinking of wastewater drains to manage environmental pollution and alleviate water scarcity," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 110(3), pages 2353-2380, February.
    10. Sunil Kumar & Swagata Ghosh & Sultan Singh, 2022. "Polycentric urban growth and identification of urban hot spots in Faridabad, the million-plus metropolitan city of Haryana, India: a zonal assessment using spatial metrics and GIS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 8246-8286, June.
    11. Sahar Ahmadzadeh & Tahmina Ajmal & Ramakrishnan Ramanathan & Yanqing Duan, 2023. "A Comprehensive Review on Food Waste Reduction Based on IoT and Big Data Technologies," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    12. Mohamed S. Metwally & Sameh M. Shaddad & Manqiang Liu & Rong-Jiang Yao & Ahmed I. Abdo & Peng Li & Jiaoguo Jiao & Xiaoyun Chen, 2019. "Soil Properties Spatial Variability and Delineation of Site-Specific Management Zones Based on Soil Fertility Using Fuzzy Clustering in a Hilly Field in Jianyang, Sichuan, China," Sustainability, MDPI, vol. 11(24), pages 1-19, December.
    13. NDOH MBUE Innocent & Elvis Kah, 2022. "Lifting the lid on Land Cover/ Use change and its effects on local ecosystems in the Bamenda highlands of Cameroon," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(12), pages 69-77, December.
    14. George Bilas & Nikolaos Karapetsas & Anne Gobin & Konstantinos Mesdanitis & Gergely Toth & Tamás Hermann & Yaosheng Wang & Liangguo Luo & Thomas M. Koutsos & Dimitrios Moshou & Thomas K. Alexandridis, 2022. "Land Suitability Analysis as a Tool for Evaluating Soil-Improving Cropping Systems," Land, MDPI, vol. 11(12), pages 1-20, December.
    15. Rina Purwaningsih & Junun Sartohadi & Muhammad Anggri Setiawan, 2020. "Trees and Crops Arrangement in the Agroforestry System Based on Slope Units to Control Landslide Reactivation on Volcanic Foot Slopes in Java, Indonesia," Land, MDPI, vol. 9(9), pages 1-18, September.
    16. Hesham S. Ghazzawy & Abu Elnasr E. Sobaih & Hani A. Mansour, 2022. "The Role of Micro-Irrigation Systems in Date Palm Production and Quality: Implications for Sustainable Investment," Agriculture, MDPI, vol. 12(12), pages 1-13, November.
    17. Mostafa A. Abdellatif & Farag O. Hassan & Heba S. A. Rashed & Ahmed A. El Baroudy & Elsayed Said Mohamed & Dmitry E. Kucher & Sameh Kotb Abd-Elmabod & Mohamed S. Shokr & Ahmed S. Abuzaid, 2023. "Assessing Soil Organic Carbon Pool for Potential Climate-Change Mitigation in Agricultural Soils—A Case Study Fayoum Depression, Egypt," Land, MDPI, vol. 12(9), pages 1-19, September.
    18. Ahmed A. El Baroudy & Abdelraouf. M. Ali & Elsayed Said Mohamed & Farahat S. Moghanm & Mohamed S. Shokr & Igor Savin & Anton Poddubsky & Zheli Ding & Ahmed M.S. Kheir & Ali A. Aldosari & Abdelaziz Elf, 2020. "Modeling Land Suitability for Rice Crop Using Remote Sensing and Soil Quality Indicators: The Case Study of the Nile Delta," Sustainability, MDPI, vol. 12(22), pages 1-25, November.
    19. Nityaranjan Nath & Dhrubajyoti Sahariah & Gowhar Meraj & Jatan Debnath & Pankaj Kumar & Durlov Lahon & Kesar Chand & Majid Farooq & Pankaj Chandan & Suraj Kumar Singh & Shruti Kanga, 2023. "Land Use and Land Cover Change Monitoring and Prediction of a UNESCO World Heritage Site: Kaziranga Eco-Sensitive Zone Using Cellular Automata-Markov Model," Land, MDPI, vol. 12(1), pages 1-21, January.
    20. Gourlay,Sydney & Kilic,Talip, 2022. "Is Dirt Cheap ? The Economic Costs of Failing to Meet Soil Health Requirements onSmallholder Farms," Policy Research Working Paper Series 10108, The World Bank.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13497-:d:1236142. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.