High-resolution aerial infrared mapping of groundwater discharge to the coastal ocean

Limnology and Oceanography: Methods

Volumn 11, Issue MAY, 2013, Pages 262-277

  Kelly, Jacque L ^a   Glenn, Craig R ^a   Lucey, Paul G ^a  

^a UNIVERSITY OF HAWAII   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84880715698     PISSN: None     EISSN: 15415856     Source Type: Journal    
DOI: 10.4319/lom.2013.11.262     Document Type: Article

References (58)

1. Adams, W. M., and L. K. Lepley. 1968. Infrared images of the Kau and Puna coastlines on Hawaii, Water Resources Research Center Tech. Rep. 26. Univ. of Hawaii Water Resources Research Center.
2. Akawwi, E., A. Al-Zouabi, M. Kakish, F. Koehn, and M. Sauter. 2008. Using thermal infrared imagery (TIR) for illustrating the submarine groundwater discharge into the eastern shoreline of the Dead Sea-Jordan. Am. J. Environ. Sci. 4:693-700 [doi:10.3844/ajessp.2008.693.700].
3. Banks, W. S. L., R. L. Paylor, and W. B. Hughes. 1996. Using thermal-infrared imagery to delineate ground-water discharge. Ground Water 34:434-443 [doi:10.1111/j.1745-6584. 1996.tb02024.x].
4. Bowen, J. L., K. D. Kroeger, G. Tomasky, W. J. Pabich, M. L. Cole, R. H. Carmichael, and I. Valiela. 2007. A review of land-sea coupling by groundwater discharge of nitrogen to New England estuaries: Mechanisms and effects. Appl. Geochem. 22:175-191 [doi:10.1016/j.apgeochem.2006. 09.002].
5. Brown, C. W., L. N. Connor, J. L. Lillibridge, N. R. Nalli, and R. V. Legeckis. 2005. An introduction to satellite sensors, observations and techniques, p. 21-50. In R. L. Miller, C. E. Del Castillo, and B. A. McKee [eds.], Remote sensing of coastal aquatic environments: Technologies, techniques and applications. Springer.
6. Bukunt, J. P. 2006. A study of submarine groundwater discharge on two shorelines of Oahu. B.S. thesis. Univ. of Hawaii.
7. Burnett, W. C., and others. 2006. Quantifying submarine groundwater discharge in the coastal zone via multiple methods. Sci. Total Environ. 367:498-543 [doi:10.1016/ j.scitotenv.2006.05.009].
8. Burnett, W. C., G. Wattayakorn, M. Taniguchi, H. Dulaiova, P. Sojisuporn, S. Rungsupa, and T. Ishitobi. 2007. Groundwaterderived nutrient inputs to the Upper Gulf of Thailand. Cont. Shelf Res. 27:176-190 [doi:10.1016/j.csr.2006. 09.006].
9. Campbell, J. B. 2002. Thermal radiation, p. 244-271. In Introduction to remote sensing. The Guilford Press.
10. Carbonneau, P. E., and others. 2012. Thermal infrared remote sensing of water temperature in riverine landscapes, p. 85- 113. In P. E. Carbonneau and P. Herve [eds.], Fluvial remote sensing for science and management. Wiley-Blackwell.
11. Danielescu, S., K. T. B. MacQuarrie, and R. N. Faux. 2009. The integration of thermal infrared imaging, discharge measurements and numerical simulation to quantify the relative contributions of freshwater inflows to small estuaries in Atlantic Canada. Hydrol. Processes. 23:2847-2859 [doi:10.1002/hyp.7383].
12. Dollar, S. J., and M. J. Atkinson. 1992. Effects of nutrient subsidies from groundwater to nearshore marine ecosystems off the island of Hawaii. Estuar. Coast. Shelf Sci. 35:409-424 [doi:10.1016/S0272-7714(05)80036-8].
13. Donlon, C. J., and others. 1998. Solid-state radiometer measurements of sea surface skin temperature. J. Atmos. Oceanic Technol. 15:775-787 [doi:10.1175/1520-0426 (1998)015<0775:SSRMOS>2.0.CO;2].
14. Duarte, T. K., H. F. Hemond, D. Frankel, and S. Frankel. 2006. Assessment of submarine groundwater discharge by handheld aerial infrared imagery: Case study of Kaloko fishpond and bay, Hawai'i. Limnol. Oceanogr. Methods. 4:227-236 [doi:10.4319/lom.2006.4.227].
15. Emery, W. J., Y. Yu, G. A. Wick, P. Schluessel, and R. W. Reynolds. 1994. Correcting infrared satellite estimates of sea surface temperature for atmospheric water vapor attenuation. J. Geophys. Res. 99(C3):5219-5236 [doi:10.1029/ 93JC03215].
16. Emery, W. J., S. Castro, P. Schluessel, and C. Donlon. 2001. Estimating sea surface temperature from infrared satellite and in situ temperature data. Bull. Am. Meteorol. Soc. 82:2773- 2785 [doi:10.1175/1520-0477(2001)082<2773:ESSTFI>2.3. CO;2].
17. Fisher, J. I., and J. F. Mustard. 2004. High spatial resolution sea surface climatology from Landsat thermal infrared data. Remote Sens. Environ. 90:293-307 [doi:10.1016/j.rse. 2004.01.008].
18. Giblin, A. E., and A. G. Gaines. 1990. Nitrogen inputs to a marine embayment: The importance of groundwater. Biogeochemistry 10:309-328 [doi:10.1007/BF00003150].
19. Glenn, C. R., and others. 2012. Lahaina Groundwater Tracer Study-Lahaina, Maui, Hawaii. Final Interim Report prepared from the State of Hawaii DOH, the U.S. EPA, and the U.S. Army Engineer Research and Development Center.
20. Handcock, R. N., A. R. Gillespie, K. A. Cherkauer, J. E. Kay, S. J. Burges, and S. K. Kampf. 2006. Accuracy and uncertainty of thermal-infrared remote sensing of stream temperatures at multiple spatial scales. Remote Sens. Environ. 100:427- 440 [doi:10.1016/j.rse.2005.07.007].
21. Hawaii Coral Reef Assessment and Monitoring Program. 2011. Data available at .
22. Holleman, K. D. 2011. Comparison of submarine groundwater discharge derived nutrients from the leeward flanks of the islands of Oahu and Hawaii. M.S. thesis, Univ. of Hawaii.
23. Hu, C., F. E. Muller-Karger, and P. W. Swarzenski. 2006. Hurricanes, submarine groundwater discharge, and Florida's red tides. Geophys. Res. Lett. 33:L11601 [doi:10.1029/2005 GL025449].
24. Johnson, A. G. 2008. Groundwater discharge from the leeward half of the Big Island, Hawaii. M.S. thesis. Univ. of Hawaii.
25. Johnson, A. G., C. R. Glenn, W. C. Burnett, R. N. Peterson, and P. G. Lucey. 2008. Aerial infrared imaging reveals large nutrientrich groundwater inputs to the ocean. Geophys. Res. Lett. 35:L15606 [doi:10.1029/2008GL034574].
26. Kelly, J. L. 2012. Identification and quantification of submarine groundwater discharge in the Hawaiian Islands. Ph.D. dissertation, Univ. of Hawaii.
27. Krest, J. M., W. S. Moore, L. R. Gardner, and J. T. Morris. 2000. Marsh nutrient export supplied by groundwater discharge: Evidence from radium measurements. Global Biogeochem. Cycles. 14:167-176 [doi:10.1029/1999GB001197].
28. Landsat Project Science Office. 2003. Landsat 7 science data user's handbook. Goddard Space Flight Center, NASA.
29. Lee, Y.-W., and G. Kim. 2007. Linking groundwater-borne nutrients and dinoflagellate red-tide outbreaks in the southern sea of Korea using a Ra tracer. Estuar. Coast. Shelf Sci. 71:309-317 [doi:10.1016/j.ecss.2006.08.004].
30. McGowan, M. P. 2004. Submarine groundwater discharge: Freshwater and nutrient input into Hawaii's coastal zone. M.S. thesis, Univ. of Hawaii.
31. Miller, D. C., and W. J. Ullman. 2004. Ecological consequences of ground water discharge to Delaware Bay, United States. Ground Water 42:959-970 [doi:10.1111/j.1745-6584. 2004. tb02635.x].
32. Moore, W. S. 1999. The subterranean estuary: A reaction zone of groundwater and sea water. Mar. Chem. 65:111-126 [doi:10.1016/S0304-4203(99)00014-6].
33. Moore, W. S., J. Krest, G. Taylor, E. Roggenstein, S. Joye, and R. Lee. 2002. Thermal evidence of water exchange through a coastal aquifer: Implications for nutrient fluxes. Geophys. Res. Lett. 29:1704 [doi:10.1029/2002GL014923].
34. Mulligan, A. E., and M. A. Charette. 2006. Intercomparison of submarine groundwater discharge estimates from a sandy unconfined aquifer. J. Hydrol. 327:411-425 [doi:10.1016/ j.jhydrol.2005.11.056].
35. Myers, J. S., and R. L. Miller. 2005. Optical airborne remote sensing, p. 51-67. In R. L. Miller, C. E. Del Castillo, and B. A. McKee [eds.], Remote sensing of coastal aquatic environments. Springer.
36. National Research Council of the National Academics. 2004. Groundwater fluxes across interfaces. National Academic Press.
37. Nichols, W. D., P. J. Shade, and C. D. Hunt. 1996. Summary of the Oahu, Hawaii, regional aquifer-system analysis. USGS Professional Paper 1412-A.
38. Oki, D. S. 1998. Geohydrology of the Central Oahu, Hawaii, ground-water flow system and numerical simulation of the effects of additional pumping. USGS Scientific Investigations Report 97-4276.
39. Paerl, H. W. 1997. Coastal eutrophication and harmful algal blooms: Importance of atmospheric deposition and groundwater as "new" nitrogen and other nutrient sources. Limnol. Oceanogr. 42:1154-1165 [doi:10.4319/lo.1997.42. 5_part_2.1154].
40. Paerl, H. W., R. L. Dennis, and D. R. Whitall. 2002. Atmospheric deposition of nitrogen: Implications for nutrient overenrichment of coastal waters. Estuaries 25:677-693 [doi:10.1007/BF02804899].
41. Paytan, A., G. G. Shellenbarger, J. H. Street, M. E. Gonneea, K. Davis, M. B. Young, and W. S. Moore. 2006. Submarine groundwater discharge: An important source of new inorganic nitrogen to coral reef ecosystems. Limnol. Oceanogr. 51:343-348 [doi:10.4319/lo.2006.51.1.0343].
42. Peterson, R. A., W. C. Burnett, C. R. Glenn, and A. G. Johnson. 2009. Quantification of point-source groundwater dis-charges to the ocean from the shoreline of the Big Island, Hawaii. Limnol. Oceanogr. 54:890-904 [doi:10.4319/lo. 2009.54.3.0890].
43. Pieters, C. M., and P. A. Englert. 1993. Remote geochemical analysis: Elemental and mineralogical composition. Cambridge Univ. Press.
44. Portnoy, J. W., B. L. Nowicki, C. T. Roman, and D. W. Urish. 1998. The discharge of nitrate-contaminated groundwater from developed shoreline to marsh-fringed estuary. Water Resour. Res. 34:3095-3104 [doi:10.1029/98WR02167].
45. Roseen, R. M. 2002. Quantifying groundwater discharge using thermal imagery and conventional groundwater exploration techniques for estimating the nitrogen loading to a meso-scale inland estuary. Ph.D. Dissertation, Univ. of New Hampshire.
46. Roxburgh, I. S. 1985. Thermal infrared detection of submarine springs associated with the Plymouth Limestone. Hydrol. Sci. J. 30:185-196 [doi:10.1080/02626668509490983].
47. Schluessel, P., W. J. Emery, H. Grassl, and T. Mammen. 1990. On the bulk-skin temperature difference and its impact on satellite remote sensing of sea surface temperature. J. Geophys. Res. 95(C8):13341-13356 [doi:10.1029/JC095iC08 p13341].
48. Shaban, A., M. Khawlie, C. Abdallah, and G. Faour. 2005. Geologic controls of submarine groundwater discharge: Application of remote sensing to north Lebanon. Environ. Geol. 47:512-522 [doi:10.1007/s00254-004-1172-3].
49. Short, N. M. 1982. The Landsat Tutorial Workbook: Basics of satellite remote sensing. NASA Reference Publication 1078.
50. Slomp, C. P., and P. Van Cappellen. 2004. Nutrient inputs to the coastal ocean through submarine groundwater discharge: Controls and potential impact. J. Hydrol. 295:64-86 [doi:10.1016/j.jhydrol.2004.02.018].
51. Street, J. H., K. L. Knee, E. E. Grossman, and A. Paytan. 2008. Submarine groundwater discharge and nutrient addition to the coastal zone and coral reefs of leeward Hawai'i. Mar. Chem. 109:355-378 [doi:10.1016/j.marchem.2007.08.009].
52. Swarzenski P. W., J. A. Izbicki, E. E. Grossman, C. R. Glenn, C. A. Plath, and J. L. Kelly. 2009. A multi-proxy approach to submarine groundwater discharge studies: Examples from Santa Barbara, CA, and Maunalua Bay, HI, presented at Goldschmidt, Davos, Switzerland.
53. Taylor, J. R. 1996. Propagation of uncertainties, p. 45-92. In An introduction to error analysis: The study of uncertainties in physical measurements. University Science Books.
54. Urish, D. W., and T. E. McKenna. 2004. Tidal effects on ground water discharge through a sandy marine beach. Ground Water 42:971-982 [doi:10.1111/j.1745-6584.2004.tb02 636.x].
55. Valiela, I., J. Costa, K. Foreman, J. M. Teal, B. Howes, and D. Aubrey. 1990. Transport of groundwater-borne nutrients from watersheds and their effects on coastal waters. Biogeochemistry 10:177-197 [doi:10.1007/BF00003143].
56. Valiela, I., and others. 1992. Couplings of watersheds and coastal waters: Sources and consequences of nutrient enrichment in Waquoit Bay, Massachusetts. Estuaries 15:443-457 [doi:10.2307/1352389].
57. Visher, F. N., and J. F. Mink. 1964. Ground-water resources in Southern Oahu, Hawaii, United States Government Printing Office.
58. Wilson, J., and C. Rocha. 2012. Regional scale assessment of submarine groundwater discharge in Ireland combining medium resolution satellite imagery and geochemical tracing techniques. Remote Sens. Environ. 119:21-34 [doi:10.1016/j.rse.2011.11.018].