Determination of submarine groundwater discharge probable areas into the Persian Gulf on coastlines of Bushehr Province using standard thermal anomaly map

Document Type : Research Article

Authors

1 PhD Student in Watershed Management Science and Engineering, University of Tehran, Karaj, Iran

2 Associate Professor, College of Natural Resources, University of Tehran, Karaj, Iran

3 Professor, College of Natural Resources, University of Tehran, Karaj, Iran

4 Hydro- geologist, Private Consultant, Unit 7, Block 45, Amir Abad, Abadan, Iran

Abstract

Submarine Groundwater Discharge (SGD) is defined as any water subsurface flow from the land into the sea. Recognizing the area having this flow is very important for hydrologic and ecologic studies. For determination of Submarine Groundwater Discharge Probable Areas into the Persian Gulf on Coastlines of Bushehr Province, at first, required corrections (atmospheric, radiometric, and geometric) were made on the obtained thermal band 10 data of Landsat 8 during 2015 and 2016 across the study area using ENVI® 5.3 software. Then, by mapping sea surface temperature (SST) and standard temperature anomaly (STA) and thus determining the minimum shared area of thermal anomalies during 2015 and 2016 by GIS10.3.1 software, SGD probable areas into the Persian Gulf on Bushehr Province coastlines was recognized and mapped. The results show that there are SGD probable areas on Bandar Mogham to Kangan, Kangan to Mond River, Mond River to Shif Island, Bandargah to Ganaveh, and Bandar Rig to Hendijan coastlines with, respectively, 2823, 4165, 6159, 4725, and 4445 hectares. This area on coastlines of Bushehr Province is 22317 hectares discharging into the Persian Gulf that may suppose an impressive flow. Therefore, it is necessary to survey more details and use quantification methods for estimating the precise rate.

Keywords

Main Subjects


  1. منابع

    1. Burnett WC, Bokuniewicz H, Huettel M, Moore WS, Tanighchi M. Groundwater and pore water inputs to the coastal zone. Biogeochemistry. 2003;66: 3–33.
    2. Burnett WC, Aggarwal PK, Aureli A, Bokuniewicz H, Cable JE, Charette MA, et al. Quantifying submarine groundwater discharge in the coastal zone via multiple methods. Science of the Total Environment. 2006;367: 498–543.
    3. Kwon E, Kim G, Primeau F, Moore W, Cho HM, DeVries T, et al. Global estimate of submarine groundwater discharge based on an observationally constrained radium isotope model. Geophys. Res. Lett. 2014;41, 8438–8444.
    4. Rodellas V, Garcia-Orellana J, Masqué P, Feldman M, Weinstein Y. Submarine groundwater discharge as a major source of nutrients to the Mediterranean Sea. Proc. Natl. Acad. Sci. U. S. A. 2015;112: 3926–3930.
    5. Kottmeier C, Agnon A, Al-Halbouni D, Alpert P, Corsmeier C, Dahm T, et al. New perspectives on interdisciplinary earth science at the Dead Sea: The DESERVE project. Science of the Total Environment. 2016;544: 1045–1058.
    6. Banks W, Paylor R, Hughes W. Using thermal infrared imagery to delineate groundwater discharge. Groundwater. 1996;34: 434–444.
    7. Lewandowski J, Meinikmann K, Ruhtz T, Pöschke F, Kirillin G. Localization of lacustrine groundwater discharge (LGD) by airborne measurement of thermal infrared radiation. Remote Sensing of Environment, 2013;138: 119–125.
    8. Shaban A, Khawlie M, Abdallah C, Faour G. Geologic controls of submarine groundwater discharge: application of remote sensing to north Lebanon. Environmental Geology. 2005;47(4): 512-522.
    9. Stefouli M, Tsombos T. Identification and monitoring of fresh water outflows in coastal areas: pilot study on Psahna area/Evia island - Greece, 10th International Congress, Thessaloniki, Bulletin of the Geological Society of Greece. 2004.
    10. Moore WS. The Effect of Submarine Groundwater Discharge on the Ocean. Annual Review of Marine Science. 2010;2(1): 59-88.
    11. Xing QG, Braga F, Tosi L, Lou M, Zaggia L, Teatini P, et al. Detection of low salinity groundwater seeping into the Eastern Laizhou Bay (China) with the aid of Landsat Thermal Data. In: Harff J, Zhang H, editors. Environmental Processes and the Natural and Anthropogenic Forcing in the Bohai Sea, Eastern Asia. Journal of Coastal Research (Special Issue). 2016;74: 149-156.
    12. Ford D, Williams P. Karst Hydrogeology and Geomorphology. John Wiley & Sons; 2007.
    13. Taniguchi M, Burnett WC, Smith CF, Paulsen RJ, O'Rourke D, Krupa S. Spatial and temporal distributions of submarine groundwater discharge rates obtained from various types of seepage meters at a site in the northeastern Gulf of Mexico. Biogeochemistry. 2003;66: 35–53.
    14. Tardy B, Rivalland V, Huc M, Hagolle O, Marcq S, Boulet G. A Software Tool for Atmospheric Correction and Surface Temperature Estimation of Landsat Infrared Thermal Data. Remote Sensing. 2016;8(696): 1-24.
    15. Moradi M, Kabiri K. Spatio-temporal variability of SST and Chlorophyll-a from MODIS data in the Persian Gulf. Marine Pollution Bulletin. 2015;98 (1-2): 14–25.
    16. Hennig H, Mallast U, Merz R.. Multi-temporal thermal analyses for submarine groundwater discharge (SGD) detection over large spatial scales in the Mediterranean. Geophysical Research Abstracts. 2015;17: 4929.
    17. Thomas A, Byrne D, Weatherbee R. Coastal sea surface temperature variability from Landsat infrared data. Remote Sensing of Environment. 2002;81: 262–272.
    18. Mejías M, Ballesteros BJ, Antón-Pacheco C, Domínguez JA, Garcia-Orellana J, Garcia-Solsona E, Masqué P. Methodological study of submarine groundwater discharge from a karstic aquifer in the Western Mediterranean Sea. Journal of Hydrology. 2012;464–465: 27–40.
    19. Lewandowski J, Meinikmann K, Ruhtz T, Pöschke F, Kirillin G. Localization of lacustrine groundwater discharge (LGD) by airborne measurement of thermal infrared radiation. Remote Sensing of Environment, 2013;138: 119–125.
    20. Wilson J, Rocha C. A combined remote sensing and multi-tracer approach for localizing and assessing groundwater-lake interactions. International Journal of Applied Earth Observation and Geoinformation. 2016;44: 195–204.
    21. ROPME (the Regional Organization for the Protection of the Marine Environment). Regional Report of the State of the Marin Environment, Kuwait; 2000.
    22. Reynolds RM. Physical Oceanography of the Gulf, Strait of Hormuz, and the Gulf of Oman--Results from the Mt Mitchell Expedition. Marine Pollution Bulletin. 1993;27: 35-59.
    23. Duarte TK, Hemond HF, Frankel D, Frankel S. Assessment of submarine groundwater discharge by handheld aerial infrared imagery: case study of Kaloko fishpond and bay, Hawai’i. Limnology and Oceanography: Methods. 2006;4: 227–236.
    24. Schuetz T, Weiler M. Quantification of localised groundwater inflow into streams using ground-based infrared thermography. Hydrology and Land Surface Studies. 2011;38 (3): 1-5.
    25. Srivastava PK, Majumdar TJ, Bhattacharya AK. Surface temperature estimation in Singhbhum Shear Zone of India using Landsat-7 ETM+ thermal infrared data. Advances in Space Research. 2009;43: 1563–1574.
    26. USGS. LANDSAT 8 (L8) DATA USERS HANDBOOK, 2nd ed. LSDS-1574; 2016.
    27. Montanaro M, Gerace A, Lunsford A, Reuter D. Stray Light Artifacts in Imagery from the Landsat 8 Thermal Infrared Sensor. Remote Sensing. 2014;11: 10435-10456.
    28. Barsi JA, Schott JR, Hook SJ, Raqueno NG, Markham BL, Radocinski RG. Landsat-8 Thermal Infrared Sensor (TIRS) Vicarious Radiometric Calibration. Remote Sensing, 2014;6: 11607-11626.
    29. USGS. Pages dedicated to Landsat missions. Calibration Notices of January 29, 2014 Landsat 8 Reprocessing to Begin February 3, 2014. Available online: http://landsat.usgs.gov/calibration_notices.php (accessed on 31 October 2016).
    30. Artis DA, Carnahan WH. Survey of emissivity variability in thermography of urban areas. Remote Sensing of Environment. 1982;12(4): 313–329.
    31. Hwang DW, Lee IS, Choi M, Kim TH. Estimating the input of submarine groundwater discharge (SGD) and SGD-derived nutrients in Geoje Bay, Korea using 222Rn-Si mass balance model. Marine Pollution Bulletin. 2016;110: 119–126.
    32. Lecher AL, Fisher AT, Paytan A. Submarine groundwater discharge in Northern Monterey Bay, California: Evaluation by mixing and mass balance models. Marine Chemistry. 2016;179: 44–55.
    33. Russoniello CJ, Konikow LF, Kroeger KD, Fernandez C, Andres AS, Michael HA. Hydrogeologic controls on groundwater discharge and nitrogen loads in a coastal watershed. Journal of Hydrology. 2016;538: 783–793.
    34. Nugent J, Thomas T. Bahrain and the Gulf, Past Perspectives and Alternative Futures. Palgrave Macmillan press; 1985.
    35. Zubari WK, Madany IM, Al-Junaid. Trends in the quality of groundwater in Bahrain with respect to salinity, 1941–1992. Environment International. 1994;20 (6): 739-746.
    36. Al Bassam AA, Tiro EHM. Using remote sensing and GIS for submarine freshwater springs exploration as a plausible water source in Saudi Arabia. Sixth National GIS Symposium in Saudi Arabia April 24 – 26, 2011 Le Meridian, Al-Khobar – Eastern Province.
    37. Stefouli M, Vasileiou E, Charou E, Stathopoulos N, Perrakis A, Giampouras P. Remote sensing techniques as a tool for detecting water outflows. The case study of Cephalonia Island. Bulletin of the Geological Society of Greece. 2013;47 (3): 1519-1528.
    38. UNESCO. Submarine groundwater discharge, management implications, measurements and effects. IHP-VI Series on Groundwater. 2004;5: 1-35.