An application of landsat-5TM image data for water quality mapping in Lake Beysehir, Turkey

Water, Air, and Soil Pollution

Volumn 212, Issue 1-4, 2010, Pages 183-197

  Nas, Bilgehan ^a,b   Ekercin, Semih ^c   Karabörk, Hakan ^b   Berktay, Ali ^b   Mulla, David J ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

^b SELCUK UNIVERSITY   (Turkey)

^c AKSARAY UNIVERSITY   (Turkey)

Author keywords

In situ; Lake Beysehir; Landsat 5TM; Multiple regression; Satellite remote sensing; Water quality

Indexed keywords

IN-SITU; LAKE BEYSEHIR; LANDSAT-5; MULTIPLE REGRESSIONS; SATELLITE REMOTE SENSING;

CHLOROPHYLL; FORESTRY; LAKES; METAL ANALYSIS; PARAMETER ESTIMATION; PORPHYRINS; POTABLE WATER; REGRESSION ANALYSIS; REMOTE SENSING; SIZE DISTRIBUTION; TURBIDITY; WATER POLLUTION; WATER QUALITY;

RESERVOIRS (WATER);

CHLOROPHYLL A; DRINKING WATER;

CONCENTRATION (COMPOSITION); IN SITU MEASUREMENT; LAKE POLLUTION; LANDSAT; MULTIPLE REGRESSION; MULTISPECTRAL IMAGE; NONPOINT SOURCE POLLUTION; POINT SOURCE POLLUTION; SATELLITE IMAGERY; SPATIAL DISTRIBUTION; SUSPENDED SEDIMENT; THEMATIC MAPPING; TURBIDITY; WATER QUALITY;

ARTICLE; CHLOROPHYLL CONTENT; IMAGE PROCESSING; LAKE; REMOTE SENSING; SEDIMENT; TROPHIC LEVEL; TURBIDITY; TURKEY (REPUBLIC); WATER QUALITY; WATER SAMPLING; WATER SUPPLY; WATERSHED;

BEYSEHIR LAKE; TURKEY;

EID: 77957559979     PISSN: 00496979     EISSN: 15732932     Source Type: Journal    
DOI: 10.1007/s11270-010-0331-2     Document Type: Article

References (36)

1. K Alikas A Reinart 2008 Validation of the MERIS products on large European lakes: Peipsi, Vänern and Vättern Hydrobiologia 599 161 168 10.1007/s10750-007-9212-0 (Pubitemid 351199087)
2. APHA, AWWA, & WEF. (2005). Standard methods for the examination of water and wastewater (21st ed.). Washington: American Public Health Association/American Water Works Association/Water Environment Federation.
3. F Bilge B Yazici T Dogeroglu C Ayday 2003 Statistical evaluation of remotely sensed data for water quality monitoring International Journal of Remote Sensing 24 5317 5326 10.1080/0143116031000156828 (Pubitemid 38003018)
4. P Brezonik KD Menken M Bauer 2005 Landsat-based remote sensing of lake water quality characteristics, including chlorophyll and colored dissolved organic matter (CDOM) Lake and Reservoir Management 21 4 373 382 10.1080/07438140509354442
5. RE Carlson 1977 A trophic state index for Lakes Limnology and Oceanography 22 2 361 369 1:CAS:528:DyaE2sXktFWhtbs%3D 10.4319/lo.1977.22.2.0361
6. JW Chipman TM Lillesand JE Schmaltz JE Leale MJ Nordheim 2004 Mapping lake water clarity with Landsat images in Wisconsin, USA Canada Journal of Remote Sensing 30 1 7
7. G Chander B Markham 2003 Revised Landsat-5 TM radiometric calibration procedures and postcalibration dynamic ranges IEEE Transactions on Geoscience and Remote Sensing 41 2674 2677 10.1109/TGRS.2003.818464
8. PS Chavez 1996 Image-based atmospheric corrections-Revisited and improved Photogrammetric Engineering and Remote Sensing 62 1025 1036
9. AG Dekker RJ Vos SWM Peters 2002 Analytical algorithms for lake water TSM estimation for retrospective analysis of TM and SPOT sensor data International Journal of Remote Sensing 23 15 35 10.1080/01431160010006917 (Pubitemid 34068192)
10. H Duan Y Zhang B Zhang K Song Z Wang 2007 Assessment of chlorophyll-a concentration and trophic state for Lake Chagan using Landsat TM and field spectral data Environmental Monitoring and Assessment 129 295 308 1:CAS:528:DC%2BD2sXntlOitLs%3D 10.1007/s10661-006-9362-y (Pubitemid 47103374)
11. H Duan Y Zhang B Zhang K Song Z Wang D Liu 2008 Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements International Journal of Remote Sensing 29 3 767 786 10.1080/01431160701355249
12. RS Dwivedi K Sreenivas 2002 The vegetation and waterlogging dynamics as derived from spaceborne multispectral and multitemporal data International Journal of Remote Sensing 23 2729 2740 10.1080/01431160110076234 (Pubitemid 34825144)
13. S Ekercin 2007 Water quality retrievals from high resolution IKONOS multispectral imagery: A case study in Istanbul, Turkey Water, Air & Soil Pollution 183 239 251 1:CAS:528:DC%2BD2sXlvFart74%3D 10.1007/s11270-007-9373-5 (Pubitemid 46855346)
14. RD Hedger PM Atkinson TJ Malthus 2001 Optimizing sampling strategies for estimating mean water quality in lakes using geostatistical techniques with remote sensing Lakes & Reservoirs: Research and Management 6 279 288 10.1046/j.1440-1770.2001.00159.x (Pubitemid 34718583)
15. FL Hellweger P Schlosser U Lall JK Weissel 2004 Use of satellite imagery for water quality studies in New York Harbor Estuarine, Coastal and Shelf Science 61 437 448 1:CAS:528:DC%2BD2cXos1yrsbs%3D 10.1016/j.ecss.2004.06.019 (Pubitemid 39366777)
16. S Koponen J Pulliainen K Kallio M Hallikainen 2002 Lake water quality classification with airborne hyperspectral spectrometer and simulated MERIS data Remote Sensing of Environment 79 51 59 10.1016/S0034-4257(01)00238-3 (Pubitemid 34050055)
17. Jensen, J. R. (2000). Remote sensing of the environment: An earth resource perspective. Upper Saddle River: Prentice Hall.
18. SM Kloiber PL Brezonik ME Bauer 2002 Application of Landsat imagery to regional-scale assessments of lake clarity Water Research 36 4330 4340 1:CAS:528:DC%2BD38XmvF2ku7g%3D 10.1016/S0043-1354(02)00146-X (Pubitemid 35286867)
19. SM Kloiber PL Brezonik LG Olmanson ME Bauer 2002 A procedure for regional lake water clarity assessment using Landsat multispectral data Remote Sensing of Environment 82 38 47 10.1016/S0034-4257(02)00022-6 (Pubitemid 38362097)
20. TM Lillesand WL Johnson RL Deuell OM Lindstrom DE Meisner 1983 Use of Landsat data to predict the trophic state of Minnesota lakes Photogrammetric Engineering and Remote Sensing 49 219 229
21. R Ma J Dai 2005 Investigation of chlorophyll-a and total suspended matter concentrations using Landsat ETM and field spectral measurement in Taihu Lake, China International Journal of Remote Sensing 26 13 2779 2787 10.1080/01431160512331326648 (Pubitemid 41030060)
22. Mather, P. (1999). Computer Processing of Remotely Sensed Images, John Wiley & Sons, Chichester, UK.
23. B Nas H Karabork S Ekercin A Berktay 2009 Mapping chlorophyll-a through in-situ measurements and Terra ASTER satellite data Environmental Monitoring and Assessment 157 375 382 1:CAS:528:DC%2BD1MXhtFGnsrvL 10.1007/s10661-008-0542-9
24. MD Nellis JA Harrington J Wu 1998 Remote sensing of temporal and spatial variations in pool size, suspended sediment, turbidity, and Secchi depth in Tuttle Creek Reservoir, Kansas: 1993 Geomorphology 21 281 293 10.1016/S0169-555X(97)00067-6
25. LG Olmanson ME Bauer PL Brezonik 2008 A 20-year Landsat water clarity census of Minnesota's 10, 000 Lakes Remote Sensing of Environment 122 11 4086 4097 10.1016/j.rse.2007.12.013
26. C Örmeci S Ekercin 2007 An assessment of water reserve change in the Salt Lake, Turkey through multitemporal Landsat imagery and real-time ground surveys Hydrological Processes 21 1424 1435 10.1002/hyp.6355 (Pubitemid 46745718)
27. C Östlund P Flink N Strombeck D Pierson T Lindell 2001 Mapping of the water quality of Lake Erken, Sweden, from imaging spectrometry and Landsat thematic mapper Science of the Total Environment 268 139 154 10.1016/S0048-9697(00)00683-5 (Pubitemid 32197499)
28. J Pulliainen K Kallio K Eloheimo S Koponen H Servomaa T Hannonen S Tauriainen M Hallikainen 2001 A semi-operative approach to lake water quality retrieval from remote sensing data Science of the Total Environment 28 79 93 10.1016/S0048-9697(00)00687-2 (Pubitemid 32197495)
29. MA Reddy 1997 A detailed statistical study on selection of optimum IRS LISS pixel configuration for development of water quality models International Journal of Remote Sensing 18 2559 2570 10.1080/014311697217477
30. S Tassan 1997 A numerical model for the detection of sediment concentration in stratified river plumes using Thematic Mapper data International Journal of Remote Sensing 18 2699 2705 10.1080/014311697217567
31. TWPCR. (2008). Water pollution control regulation. Ministry of Environment and Forestry of Turkey, Official Gazette No. 26786, Ankara, Turkey
32. TSE. (1997). Drinking Water Turkish Standards. Turkish Standards (TSE-266), Ankara, Turkey
33. AN Tyler E Svab T Preston M Présing WA Kovács 2006 Remote sensing of the water quality of shallow lakes: A mixture modelling approach to quantifying phytoplankton in water characterized by high-suspended sediment International Journal of Remote Sensing 27 8 1521 1537 10.1080/01431160500419311
34. F Wang H Luoheng K Hsiang-Te BVA Roy 2006 Applications of Landsat-5 TM imagery in assessing and mapping water quality in Reelfoot Lake, Tennessee International Journal of Remote Sensing 27 23 5269 5283 10.1080/ 01431160500191704 (Pubitemid 46978566)
35. XJ Wang T Ma 2001 Application of remote sensing techniques in monitoring and assessing the water quality of Taihu Lake Bulletin of Environmental Contamination and Toxicology 67 863 870 1:CAS:528:DC%2BD38Xltl2r 10.1007/s001280202 (Pubitemid 33116108)
36. W Zhou S Wang Y Zhou A Troy 2006 Mapping the concentrations of total suspended matter in Lake Taihu, China, using Landsat-5 TM data International Journal of Remote Sensing 27 6 1177 1191 10.1080/01431160500353825