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DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM

Year 2016, Volume: 17 Issue: 3, 484 - 496, 03.10.2016
https://doi.org/10.18038/btda.84861

Abstract

The population has been increasing as a result of mass immigration in Istanbul. An urbanization process continues and it causes serious increases in urban areas while decreasing the amount of natural environment. This uncontrolled and illegal urbanization accompanied by insufficient infrastructure has caused degradation of cropland and forested areas in the metropolitan area, especially in water basin area. The watershed basins inside the metropolitan area have accelerated the land-cover changes, which have negative impacts on water quality of the basins. The Terkos water basin, one of the seven water basins of Istanbul providing drinking water, was selected as a study area. In order to understand the effect of the land use change of the water basin in Istanbul Metropolitan Area, we used the three Landsat satellite images in 1995, 2005 and 2010 years. The study mainly focuses on the acquisition and analysis of Landsat TM satellite images reflecting the significant land-cover changes between the years of 1995 and 2010. These findings the fact the settlement areas happened mainly on the protection zones of the Terkos basin and created serious environmental problems. The land use change will effect precipitation change on direct surface runoff in water basin.

References

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  • Kim DK, Jeong KS, Do Y, Kim HW, Joo GJ. Assessment of stream integrity in relation to neighboring land use coverage. Ekoloji, 2015; 24 (96):1-12.
  • Wagner PD, Kumar S, Schneider K. An assessment of land use change impacts on the water resources of the Mula and Mutha Rivers catchment upstream of Pune, India. Hydrol. Earth Syst. Sci., 2013; 17, 2233–2246, doi:10.5194/hess-17-2233.
  • Miller SN, Kepner WG, Mehaffey MH, Hernandez M, Miller RC, Goodrich DC, Devonald KK, Heggem DT and Miller WP. Integrating landscape assessment and hydrologic modeling for land cover change analysis. J. Am. Water Resour. As., 2002; 38, 915–929.
  • Seeber C, Hartmann H, Xiang W and King L. Land use change and causes in the Xiangxi catchment, Three Gorges Area derived from multispectral data. J. Earth Sci., 2010; 21, 846–855.
  • Hansen M, DeFries R, Townshend JRG and Sohlberg R. UMD global land cover classification, Department of Geography, University of Maryland, College Park, Maryland, 1998.
  • Jensen JR. Remote Sensing of the Environment: An earth resource perspective, 2nd Edn., Pearson Prentice Hall, Upper Saddle River, New Jersey, 2007.
  • Ghaffari G, Keesstra S, Ghodousi J and Ahmadi H. SWAT simulated hydrological impact of land- use change in the Zanjanrood basin, Northwest Iran. Hydrol. Process, 2010; 24, 892–903.
  • Im S, Kim H, Kim C and Jang C. Assessing the impacts of land use changes on watershed hydrology using MIKE SHE. Environ. Geol., 2009; 57, 231–239.
  • Li Z, Liu W, Zhang X and Zheng F. Impacts of land use change and climate variability on hydrology in an agricultural catchment on the Loess Plateau of China. J. Hydrol., 2009; 377, 35–42.
  • Gul O, Onmus O, Sıkı M. Significant impacts of the water level and human intervention on the natural habitats and breeding water birds in Marmara Lake. Ekoloji 2013; 22(89):29-39.
  • Bai J. Estimation of the isoprene emission from the Inner Mongolia grassland. Atmospheric Pollution Research, 2015; 3, 406-414, doi: 10.5094/APR.2015.045.
  • Walna B. Human impact on atmospheric precipitation in a protected area in Western Poland. Results of long–term observations: Concentrations, deposition and trends. Atmospheric Pollution Research, 2015; .5, 778-787, doi: 10.5094/APR.2015.086.
  • Klöcking B and Haberlandt U. Impact of land use changes on water dynamics - a case study in temperate meso and macroscale river basins. Phys. Chem. Earth, 2002; 27, 619–629.
  • Barthel R, Reichenau TG, Krimly T, Dabbert S, Schneider K, Hennicker R and Mauser W. Integrated modeling of global change impacts on agriculture and groundwater resources. Water Resour. Manag., 2012; 26, 1929–1951.
  • Wijesekara GN, Gupta A, Valeo C, Hasbani J-G, Qiao Y, Delaney P and Marceau DJ. Assessing the impact of future land-use changes on hydrological processes in the Elbow River watershed in southern Alberta, Canada. J. Hydrol., 2012; 412–413, 220–232.
  • Legesse D, Vallet-Coulomb C and Gasse F. Hydrological response of a catchment to climate and land use changes in Tropical Africa: case study South Central Ethiopia. J. Hydrol., 2003; 275, 67–85.
  • Mango LM, Melesse AM, McClain ME, Gann D and Setegn SG. Land use and climate change impacts on the hydrology of the upper Mara River Basin, Kenya: results of a modeling study to support better resource management, Hydrol. Earth Syst. Sci., 2011; 15, 2245–2258, doi:10.5194/hess- 15-2245.
  • Nagy C, Lockaby BG., Helms B, Kalin L, Stoeckel D. Water resources and land use and cover in a humid region: the Southeastern United States. J. Environ. Qual. 2011; 40: 867–878.
  • Kubat, A., Kaya, H., Güler, G., Sari, F., Özer, O. The effects of proposed bridges on urban macro form of Istanbul: A Syntactic evaluation, 6th Space Syntax Symposium Organizing Committee, ITU, Istanbul, 2007.
  • Geymen, A. Impacts of Bosporus Bridges on the Istanbul Metropolitan settlement areas. Land Degradation & Development, 2013; 24, 10.1002/ldr.1114, 156-169.
  • Sunar F. An analysis of changes in a multi-date data set: A case study in the Ikitelli Area Istanbul. International Journal of Remote Sensing, 1998; 19(2), 225-235.
  • Maktav M, Erbek F. Analysis of urban growth using multi-temporal satellite data in Istanbul, Turkey. International Journal of Remote Sensing, 2005; 26(4), 797-810.
  • Musaoglu N, Tanik A, Kocabas V. Identification of land-cover changes through image. Processing and associated impacts on water reservoir conditions. Environmental Management, 35(2), 220–230, 2005.
  • Kaya S, Curan PJ. Monitoring urban growth on the European Side of the Istanbul Metropolitan Area: A case study, International Journal of Applied Earth Observation and Geoinformation, 2006; 8, 18–25.
  • Goksel C. Monitoring of a water basin area in Istanbul using remote sensing data. Water Science and Management,1998; 38(11): 209-216.
  • Kucukmehmetoglu M, Geymen A. Measuring the spatial impacts of urbanization on the surface water resource basins in Istanbul via remote sensing. Environmental Monitoring and Assessment, 2008.
  • Erdas, Erdas field guide Erdas, Fifth edition, Atlanta, Georgia, 1999.
  • Esri, Using ArcGIS Desktop. ESRI Press publishes: Redlands, California, 2008.
  • Jenness J, Wynne JJ. Cohen’s Kappa and classification table metrics 2.0: An ArcView 3x Extension for accuracy assessment of spatially explicit models, Southwest Biological Science Center, Open-File Report of 2005–1363, Flagstaff, 2005.
  • Congalton RG. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 1991; 37, 35–46.
  • Bedien PB, Huber WC. Hydrology and floodplain analysis. Upper Saddle River, N.J.: Prentice Hall, 2002.
  • Chow VT, Maidment DR, Mays LW. Applied Hydrology. New York: McGraw-Hill, Inc. 1988.
  • Şen Z. Spatial Modeling Principles in Earth Sciences. Springer Verlag, 351 pp, 2009.

DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM

Year 2016, Volume: 17 Issue: 3, 484 - 496, 03.10.2016
https://doi.org/10.18038/btda.84861

Abstract

References

  • Stonestrom DA, Scanlon BR and Zhang L. Introduction to special section on Impacts of Land Use Change on Water Resources. Water Resour. Res., 2009; 45, W00A00,doi:10.1029/2009WR007937.
  • Kim DK, Jeong KS, Do Y, Kim HW, Joo GJ. Assessment of stream integrity in relation to neighboring land use coverage. Ekoloji, 2015; 24 (96):1-12.
  • Wagner PD, Kumar S, Schneider K. An assessment of land use change impacts on the water resources of the Mula and Mutha Rivers catchment upstream of Pune, India. Hydrol. Earth Syst. Sci., 2013; 17, 2233–2246, doi:10.5194/hess-17-2233.
  • Miller SN, Kepner WG, Mehaffey MH, Hernandez M, Miller RC, Goodrich DC, Devonald KK, Heggem DT and Miller WP. Integrating landscape assessment and hydrologic modeling for land cover change analysis. J. Am. Water Resour. As., 2002; 38, 915–929.
  • Seeber C, Hartmann H, Xiang W and King L. Land use change and causes in the Xiangxi catchment, Three Gorges Area derived from multispectral data. J. Earth Sci., 2010; 21, 846–855.
  • Hansen M, DeFries R, Townshend JRG and Sohlberg R. UMD global land cover classification, Department of Geography, University of Maryland, College Park, Maryland, 1998.
  • Jensen JR. Remote Sensing of the Environment: An earth resource perspective, 2nd Edn., Pearson Prentice Hall, Upper Saddle River, New Jersey, 2007.
  • Ghaffari G, Keesstra S, Ghodousi J and Ahmadi H. SWAT simulated hydrological impact of land- use change in the Zanjanrood basin, Northwest Iran. Hydrol. Process, 2010; 24, 892–903.
  • Im S, Kim H, Kim C and Jang C. Assessing the impacts of land use changes on watershed hydrology using MIKE SHE. Environ. Geol., 2009; 57, 231–239.
  • Li Z, Liu W, Zhang X and Zheng F. Impacts of land use change and climate variability on hydrology in an agricultural catchment on the Loess Plateau of China. J. Hydrol., 2009; 377, 35–42.
  • Gul O, Onmus O, Sıkı M. Significant impacts of the water level and human intervention on the natural habitats and breeding water birds in Marmara Lake. Ekoloji 2013; 22(89):29-39.
  • Bai J. Estimation of the isoprene emission from the Inner Mongolia grassland. Atmospheric Pollution Research, 2015; 3, 406-414, doi: 10.5094/APR.2015.045.
  • Walna B. Human impact on atmospheric precipitation in a protected area in Western Poland. Results of long–term observations: Concentrations, deposition and trends. Atmospheric Pollution Research, 2015; .5, 778-787, doi: 10.5094/APR.2015.086.
  • Klöcking B and Haberlandt U. Impact of land use changes on water dynamics - a case study in temperate meso and macroscale river basins. Phys. Chem. Earth, 2002; 27, 619–629.
  • Barthel R, Reichenau TG, Krimly T, Dabbert S, Schneider K, Hennicker R and Mauser W. Integrated modeling of global change impacts on agriculture and groundwater resources. Water Resour. Manag., 2012; 26, 1929–1951.
  • Wijesekara GN, Gupta A, Valeo C, Hasbani J-G, Qiao Y, Delaney P and Marceau DJ. Assessing the impact of future land-use changes on hydrological processes in the Elbow River watershed in southern Alberta, Canada. J. Hydrol., 2012; 412–413, 220–232.
  • Legesse D, Vallet-Coulomb C and Gasse F. Hydrological response of a catchment to climate and land use changes in Tropical Africa: case study South Central Ethiopia. J. Hydrol., 2003; 275, 67–85.
  • Mango LM, Melesse AM, McClain ME, Gann D and Setegn SG. Land use and climate change impacts on the hydrology of the upper Mara River Basin, Kenya: results of a modeling study to support better resource management, Hydrol. Earth Syst. Sci., 2011; 15, 2245–2258, doi:10.5194/hess- 15-2245.
  • Nagy C, Lockaby BG., Helms B, Kalin L, Stoeckel D. Water resources and land use and cover in a humid region: the Southeastern United States. J. Environ. Qual. 2011; 40: 867–878.
  • Kubat, A., Kaya, H., Güler, G., Sari, F., Özer, O. The effects of proposed bridges on urban macro form of Istanbul: A Syntactic evaluation, 6th Space Syntax Symposium Organizing Committee, ITU, Istanbul, 2007.
  • Geymen, A. Impacts of Bosporus Bridges on the Istanbul Metropolitan settlement areas. Land Degradation & Development, 2013; 24, 10.1002/ldr.1114, 156-169.
  • Sunar F. An analysis of changes in a multi-date data set: A case study in the Ikitelli Area Istanbul. International Journal of Remote Sensing, 1998; 19(2), 225-235.
  • Maktav M, Erbek F. Analysis of urban growth using multi-temporal satellite data in Istanbul, Turkey. International Journal of Remote Sensing, 2005; 26(4), 797-810.
  • Musaoglu N, Tanik A, Kocabas V. Identification of land-cover changes through image. Processing and associated impacts on water reservoir conditions. Environmental Management, 35(2), 220–230, 2005.
  • Kaya S, Curan PJ. Monitoring urban growth on the European Side of the Istanbul Metropolitan Area: A case study, International Journal of Applied Earth Observation and Geoinformation, 2006; 8, 18–25.
  • Goksel C. Monitoring of a water basin area in Istanbul using remote sensing data. Water Science and Management,1998; 38(11): 209-216.
  • Kucukmehmetoglu M, Geymen A. Measuring the spatial impacts of urbanization on the surface water resource basins in Istanbul via remote sensing. Environmental Monitoring and Assessment, 2008.
  • Erdas, Erdas field guide Erdas, Fifth edition, Atlanta, Georgia, 1999.
  • Esri, Using ArcGIS Desktop. ESRI Press publishes: Redlands, California, 2008.
  • Jenness J, Wynne JJ. Cohen’s Kappa and classification table metrics 2.0: An ArcView 3x Extension for accuracy assessment of spatially explicit models, Southwest Biological Science Center, Open-File Report of 2005–1363, Flagstaff, 2005.
  • Congalton RG. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 1991; 37, 35–46.
  • Bedien PB, Huber WC. Hydrology and floodplain analysis. Upper Saddle River, N.J.: Prentice Hall, 2002.
  • Chow VT, Maidment DR, Mays LW. Applied Hydrology. New York: McGraw-Hill, Inc. 1988.
  • Şen Z. Spatial Modeling Principles in Earth Sciences. Springer Verlag, 351 pp, 2009.
There are 34 citations in total.

Details

Journal Section Articles
Authors

Abdurrahman Geymen

Publication Date October 3, 2016
Published in Issue Year 2016 Volume: 17 Issue: 3

Cite

APA Geymen, A. (2016). DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, 17(3), 484-496. https://doi.org/10.18038/btda.84861
AMA Geymen A. DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM. AUJST-A. October 2016;17(3):484-496. doi:10.18038/btda.84861
Chicago Geymen, Abdurrahman. “DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 17, no. 3 (October 2016): 484-96. https://doi.org/10.18038/btda.84861.
EndNote Geymen A (October 1, 2016) DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 17 3 484–496.
IEEE A. Geymen, “DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM”, AUJST-A, vol. 17, no. 3, pp. 484–496, 2016, doi: 10.18038/btda.84861.
ISNAD Geymen, Abdurrahman. “DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 17/3 (October 2016), 484-496. https://doi.org/10.18038/btda.84861.
JAMA Geymen A. DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM. AUJST-A. 2016;17:484–496.
MLA Geymen, Abdurrahman. “DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, vol. 17, no. 3, 2016, pp. 484-96, doi:10.18038/btda.84861.
Vancouver Geymen A. DETERMINATION OF THE IMPACTS OF LAND USE CHANGE ON WATER BASIN USING REMOTE SENSING AND GEOGRAPHICAL INFORMATION SYSTEM. AUJST-A. 2016;17(3):484-96.