Master Degree / Yüksek Lisans Tezleri

Permanent URI for this collectionhttps://hdl.handle.net/11147/3008

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Author: search.filters.author.Demirkesen, Ali CanPublisher: search.filters.publisher.01. Izmir Institute of Technology

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  • Master Thesis
    Assessment of Groundwater Potential Using Geographic Information System Based Multi Criteria Decision Analysis Methods: Case Study of Panj Amu River Basin, Afghanistan
    (01. Izmir Institute of Technology, 2024) Abhar, Mohammad Tarıq; Baba, Alper; Demirkesen, Ali Can; Demirkesen, Ali Can; Baba, Alper; 02.03. Department of City and Regional Planning; 03.03. Department of Civil Engineering; 03. Faculty of Engineering; 01. Izmir Institute of Technology; 02. Faculty of Architecture
    Afghanistan, where water is the most important resource for energy production and the economy. The country still struggles with access to clean drinking water, and its main supply of drinking water comes from groundwater. Unfortunately, not much is known about the country's groundwater system. The assessment of groundwater potential and groundwater stability is crucial for sustainable water management, agricultural development, urban and rural water supply, and disaster mitigation. It supports environmental protection, economic development, public health, and conflict prevention by ensuring reliable and sustainable access to groundwater resources. In regions such as the Panj Amu River Basin, this identification is particularly important due to the high dependence on groundwater. Therefore, the thesis focuses on water budget, groundwater potential, availability, and the impact of various parameters on groundwater recharge of the PARB using the Analytical Hierarchy Process (AHP), Frequency Ratio (FR) and Evidential Belief Function (EBF) methods. Ten thematic layers including precipitation, geology, lineament density, drainage density, soil texture, land use and land cover, topographic wetness index, curvature, normalized difference vegetation index and slope gradient were used as influencing factors along with groundwater static level data, runoff and evapotranspiration for this research work. All geographic datasets were analyzed using the ArcMap environment and the required spatial data were obtained from various approved relevant online sources. The water balance analysis for the Panj Amu River Basin indicates that 1.887 billion cubic meters' infiltrates into the groundwater system annually. The total annual groundwater consumption by humans, livestock and agricultural activities amounts to 808.19 million cubic meters. Consequently, the annual net groundwater budget in the basin is 1.078 billion cubic meters, suggesting that the groundwater system in the PARB is currently sustainable. All three methods indicate high groundwater potential in sparsely v populated mountainous regions with high rainfall and permeable geology and soil conditions. The key regions include the northeast of Takhar, the east and southeast of Baghlan and the northwest and east (some parts of the Wakhan corridor) of Badakhshan have high groundwater potential. In general, the Panj Amu River Basin has moderate groundwater potential. Area Under the Curve (AUC) and Receiver Operating Characteristic (ROC) analysis were used to validate the study. The results show that the EBF methods has the highest efficiency with an AUC of 92.6%, followed by the FR method with 91.5% and the AHP model with 80.2%.
  • Master Thesis
    Gis-Based Determination of Suitable Areas With Multi-Criteria Approach for Solar Power Plants and Assessment of Land Decisions: the Case Study of İzmir
    (01. Izmir Institute of Technology, 2021) Demirkesen, Ali Can; Toprakcı, Nevin Selin; Demirkesen, Ali Can; 01. Izmir Institute of Technology; 02.03. Department of City and Regional Planning; 02. Faculty of Architecture
    The need to energy has become an important reality for human life with the increase in living standards and population. İzmir has important renewable energy sources especially solar energy. Rapid urbanization and environmental problems due to internal migration after the 1960s have made renewable energy sources a priority because of the wrong implementations of urban policies in İzmir. In order to talk about energy potential, it is first necessary to talk about and analyze the land potential. It is necessary to determine the true criteria and methods for true analyzes of the suitable areas for efficiency and sustainability. The study presents a GIS-based approach to identify the most suitable area for Solar Power Plants (SPP) development in İzmir. The first suitability map includes 9 criteria. The last suitability map includes the first suitable map results and criteria of land capability class (10th criteria) using the same method. It can be said that the SPP installation is more suitable, especially the northern part of İzmir and districts of border. When the evaluation is compared, it can be said that İzmir has fertile lands and it should definitely be taken into account in energy projects. It also draws attention importance of land use decisions and legislation while choosing the suitable area from perspectives of planning. In addition, the current and potential solar energy area choices were evaluated together with the results which are produced for the study area in terms of land decisions and planning.