Landsat 8: Providing continuity and increased precision for measuring multi-decadal time series of total suspended matter

Remote Sensing of Environment

Volumn 185, Issue , 2016, Pages 108-118

  Lymburner, Leo ^a   Botha, Elizabeth ^b   Hestir, Erin ^c   Anstee, Janet ^b   Sagar, Stephen ^a   Dekker, Arnold ^b   Malthus, Tim ^b  

^a GEOSCIENCE AUSTRALIA   (Australia)

^b CSIRO   (Australia)

^c NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

Landsat; Multi sensor; Time series; Total suspended matter

Indexed keywords

DECISION MAKING; LAKES; LAND USE; QUALITY CONTROL; REFLECTION; TIME SERIES; TIME SERIES ANALYSIS; WATER LEVELS; WATER MANAGEMENT; WATER QUALITY;

ENHANCED THEMATIC MAPPERS; LANDSAT; MULTI SENSOR; NOISE-EQUIVALENT REFLECTANCE; OPERATIONAL LAND IMAGER; RELATIVE SPECTRAL RESPONSE; SPATIOTEMPORAL ANALYSIS; TOTAL SUSPENDED MATTER;

RESERVOIRS (WATER);

ENVIRONMENTAL MONITORING; IMAGE ANALYSIS; LANDSAT THEMATIC MAPPER; OPTICAL PROPERTY; PRECISION; SURFACE REFLECTANCE; SUSPENDED LOAD; TIME SERIES ANALYSIS; TURBIDITY; WATER LEVEL; WATER MANAGEMENT;

AUSTRALIA; NEW SOUTH WALES; QUEENSLAND;

EID: 84963945508     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2016.04.011     Document Type: Article

References (54)

1. Arvidson, T., Gasch, J., Goward, S.N., Landsat 7's long-term acquisition plan—An innovative approach to building a global imagery archive. Remote Sensing of Environment 78 (2001), 13–26.
2. Barnes, B.B., Hu, C., Holekamp, K.L., Blonski, S., Spiering, B.A., Palandro, D., Lapointe, B., Use of Landsat data to track historical water quality changes in Florida Keys marine environments. Remote Sensing of Environment 140 (2014), 485–496.
3. Beard, G., Chandler, E., Watkins, A.B., Jones, D.A., How does the 2010–11 La Niña compare with past La Niña events?. Bulletin of the Australian Meteorological and Oceanographic Society 24 (2011), 17–20.
4. Bilotta, G.S., Brazier, R.E., Understanding the influence of suspended solids on water quality and aquatic biota. Water Research 42 (2008), 2849–2861.
5. Carpenter, D.J., Carpenter, S.M., Modeling inland water quality using Landsat data. Remote Sensing of Environment 13 (1983), 345–352.
6. Clementson, L.A., Parslow, J.S., Turnbull, A.R., McKenzie, D.C., Rathbone, C.E., Optical properties of waters in the Australasian sector of the Southern Ocean. Journal of Geophysical Research, Oceans 106 (2001), 31611–31625.
7. Davies-Colley, R.J., Smith, D.G., Turbidity suspended sediment, and water clarity: A review. JAWRA Journal of the American Water Resources Association 37 (2001), 1085–1101.
8. Davis, J., Koop, K., Eutrophication in Australian rivers, reservoirs and estuaries — A southern hemisphere perspective on the science and its implications. Hydrobiologia 559 (2006), 23–76.
9. Dekker, A.G., Hestir, E.L., Evaluating the feasibility of systematic inland Water quality monitoring with satellite remote sensing. In, 2012, Commonwealth Scientific and Industrial Research Organization, Canberra, Australia, 123.
10. Dekker, A.G., Vos, R.J., Peters, S.W.M., Analytical algorithms for lake water TSM estimation for retrospective analyses of TM and SPOT sensor data. International Journal of Remote Sensing 23 (2002), 15–35.
11. Dennison, W.C., Orth, R.J., Moore, K.A., Stevenson, J.C., Carter, V., Kollar, S.,. Batiuk, R.A., Assessing Water quality with submersed aquatic vegetation. Bioscience 43 (1993), 86–94.
12. Devred, E., Turpie, K., Moses, W., Klemas, V., Moisan, T., Babin, M.,. Jo, Y.-H., Future retrievals of water column bio-optical properties using the Hyperspectral Infrared Imager (HyspIRI). Remote Sensing 5 (2013), 6812–6837.
13. Dijk, A.I., Beck, H.E., Crosbie, R.S., Jeu, R.A., Liu, Y.Y., Podger, G.M.,. Viney, N.R., The Millennium Drought in southeast Australia (2001–2009): Natural and human causes and implications for water resources, ecosystems, economy, and society. Water Resources Research 49 (2013), 1040–1057.
14. Drusch, M., Del Bello, U., Carlier, S., Colin, O., Fernandez, V., Gascon, F.,. Bargellini, P., Sentinel-2: ESA's optical high-resolution mission for GMES operational services. Remote Sensing of Environment 120 (2012), 25–36.
15. Emerson, J., Hsu, A., Levy, M., de Sherbinin, A., Mara, V., Esty, D., Jiteh, M., Environmental performance index and pilot trend environmental performance index. 2012, Yale Center for Environmental Law and Policy, New Haven.
16. Fleming, D.J., Effect of relative spectral response on multi-spectral measurements and NDVI from different remote sensing systems. Geography, 2006, University of Maryland, College Park, MD.
17. Flood, N., Continuity of reflectance data between Landsat-7 ETM + and Landsat-8 OLI, for both top-of-atmosphere and surface reflectance: A study in the Australian landscape. Remote Sensing 6 (2014), 7952–7970.
18. Foley, J.A., DeFries, R., Asner, G.P., Barford, C., Bonan, G., Carpenter, S.R.,. Snyder, P.K., Global consequences of land use. Science 309 (2005), 570–574.
19. Giardino, C., Brando, V.E., Dekker, A.G., Strömbeck, N., Candiani, G., Assessment of water quality in Lake Garda (Italy) using Hyperion. Remote Sensing of Environment 109 (2007), 183–195.
20. Hale, G.M., Querry, M.R., Optical constants of Water in the 200 nm to 2000 nm wavelength region. Applied Optics 12 (1973), 555–563.
21. Harrison, J.A., Bouwman, A.F., Mayorga, E., Seitzinger, S., Magnitudes and sources of dissolved inorganic phosphorus inputs to surface fresh waters and the coastal zone: A new global model. Global Biogeochemical Cycles, 24, 2010, 1.
22. Harrison, J.A., Seitzinger, S.P., Bouwman, A.F., Caraco, N.F., Beusen, A.H.W., Vörösmarty, C.J., Dissolved inorganic phosphorus export to the coastal zone: Results from a spatially explicit, global model. Global Biogeochemical Cycles, 19, 2005, 4.
23. Heege, T., Kiselev, V., Wettle, M., Hung, N.N., Operational multi-sensor monitoring of turbidity for the entire Mekong Delta. International Journal of Remote Sensing 35 (2014), 2910–2926.
24. Hestir, E.L., Brando, V., Bresciani, M., Giardino, C., Matta, E., Villa, P., Dekker, A., Measuring freswater aquatic ecosystems: The need for a hyperspectral global mapping satellite mission. Remote Sensing of Environment 167 (2015), 181–195.
25. Hestir, E.L., Brando, V., Campbell, G., Dekker, A., Malthus, T., The relationship between dissolved organic matter absorption and dissolved organic carbon in reservoirs along a temperate to tropical gradient. Remote Sensing of Environment 156 (2015), 395–402.
26. Hestir, E.L., Khanna, S., Andrew, M.E., Santos, M.J., Viers, J.H., Greenberg, J.A.,. Ustin, S.L., Identification of invasive vegetation using hyperspectral remote sensing in the California Delta ecosystem. Remote Sensing of Environment 112 (2008), 4034–4047.
27. Hu, C., Feng, L., Lee, Z., Davis, C.O., Mannino, A., McClain, C.R., Franz, B.A., Dynamic range and sensitivity requirements of satellite ocean color sensors: Learning from the past. Applied Optics 51 (2012), 6045–6062.
28. Irish, R.R., Barker, J.L., Goward, S.N., Arvidson, T., Characterization of the Landsat-7 ETM + automated cloud-cover assessment (ACCA) algorithm. Photogrammetric Engineering and Remote Sensing 72 (2006), 1179–1188.
29. Jeppesen, E., Kronvang, B., Meerhoff, M., Søndergaard, M., Hansen, K.M., Andersen, H.E.,. Olesen, J.E., Climate change effects on runoff, catchment phosphorus loading and lake ecological state, and potential adaptations. Journal of Environmental Quality 38 (2009), 1930–1941.
30. Kong, J., Sun, X., Wang, W., Du, D., Chen, Y., Yang, J., An optimal model for estimating suspended sediment concentration from Landsat TM images in the Caofeidian coastal waters. International Journal of Remote Sensing, 2015, 1–16.
31. Kovalskyy, V., Roy, D.P., The global availability of Landsat 5 TM and Landsat 7 ETM + land surface observations and implications for global 30 m Landsat data product generation. Remote Sensing of Environment 130 (2013), 280–293.
32. Kutser, T., The possibility of using the Landsat image archive for monitoring long time trends in coloured dissolved organic matter concentration in lake waters. Remote Sensing of Environment 123 (2012), 334–338.
33. Kutser, T., Vahtmäe, E., Praks, J., A sun glint correction method for hyperspectral imagery containing areas with non-negligible water leaving NIR signal. Remote Sensing of Environment 113 (2009), 2267–2274.
34. Li, F., Jupp, D.L., Reddy, S., Lymburner, L., Mueller, N., Tan, P., Islam, A., An evaluation of the use of atmospheric and BRDF correction to standardize Landsat data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 3 (2010), 257–270.
35. Lulla, K., The Landsat satellites and selected aspects of physical geography. Progress in Physical Geography 7 (1983), 1–45.
36. Malthus, T.J., Hestir, E.L., Dekker, A.G., Brando, V.E., The case for a global inland water quality product. Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International, 2012, 5234–5237.
37. Markham, B.L., Helder, D.L., Forty-year calibrated record of earth-reflected radiance from Landsat: A review. Remote Sensing of Environment 122 (2012), 30–40.
38. McCulloch, M., Fallon, S., Wyndham, T., Hendy, E., Lough, J., Barnes, D., Coral record of increased sediment flux to the inner Great Barrier Reef since European settlement. Nature 421 (2003), 727–730.
39. Mertes, L.A.K., Smith, M.O., Adams, J.B., Estimating suspended sediment concentrations in surface waters of the Amazon River wetlands from Landsat images. Remote Sensing of Environment 43 (1993), 281–301.
40. Mobley, C.D., Sundman, L.K., Bissett, W.P., Cahill, B., Fast and accurate irradiance calculations for ecosystem models. Biogeosciences Discussions 6 (2009), 10625–10662.
41. Morfitt, R., Barsi, J., Levy, R., Markham, B., Micijevic, E., Ong, L.,. Vanderwerff, K., Landsat-8 Operational Land Imager (OLI) radiometric performance on-orbit. Remote Sensing 7 (2015), 2208–2237.
42. Olmanson, L.G., Bauer, M.E., Brezonik, P.L., A 20-year Landsat water clarity census of Minnesota's 10,000 lakes. Remote Sensing of Environment 112 (2008), 4086–4097.
43. Pahlevan, N., Lee, Z., Wei, J., Schaaf, C.B., Schott, J.R., Berk, A., On-orbit radiometric characterization of OLI (Landsat-8) for applications in aquatic remote sensing. Remote Sensing of Environment 154 (2014), 272–284.
44. Pahlevan, N., Schott, J.R., Leveraging EO-1 to evaluate capability of new generation of Landsat sensors for coastal/inland water studies. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6 (2013), 360–374.
45. Prosser, I.P., Rutherfurd, I.D., Olley, J.M., Young, W.J., Wallbrink, P.J., Moran, C.J., Large-scale patterns of erosion and sediment transport in river networks, with examples from Australia. Marine and Freshwater Research 52 (2001), 81–99.
46. Purss, M.B., Lewis, A., Oliver, S., Ip, A., Sixsmith, J., Evans, B.,. Chan, T., Unlocking the Australian Landsat Archive–from dark data to high performance data infrastructures. Geographical Research Journal 6 (2015), 135–140.
47. Roy, D.P., Wulder, M.A., Loveland, T.R., C.E., W., Allen, R.G., Anderson, M.C.,. Zhu, Z., Landsat-8: Science and product vision for terrestrial global change research. Remote Sensing of Environment 145 (2014), 154–172.
48. Sagar, S., Brando, V., Sambridge, M., Noise Estimation of Remote Sensing Reflectance Using a Segmentation Approach Suitable for Optically Shallow Waters. IEEE Transactions on Geoscience and Remote Sensing 52 (2014), 7504–7512.
49. Sixsmith, J., Oliver, S., Lymburner, L., A hybrid approach to automated Landsat pixel quality. Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International, 2013, VIC IEEE, Melbourne, 4146–4149.
50. Vanhellemont, Q., Ruddick, K., Turbid wakes associated with offshore wind turbines observed with Landsat 8. Remote Sensing of Environment 145 (2014), 105–115.
51. Vorosmarty, C.J., McIntyre, P.B., Gessner, M.O., Dudgeon, D., Prusevich, A., Green, P.,. Davies, P.M., Global threats to human water security and river biodiversity. Nature 467 (2010), 555–561.
52. Wang, M., Shi, W., Estimation of ocean contribution at the MODIS near-infrared wavelengths along the east coast of the U.S.: Two case studies. Geophysical Research Letters, 32, 2005, L13606.
53. Wettle, M., Brando, V.E., Dekker, A.G., A methodology for retrieval of environmental noise equivalent spectra applied to four Hyperion scenes of the same tropical coral reef. Remote Sensing of Environment 93 (2004), 188–197.
54. Zhu, Z., Woodcock, C.E., Object-based cloud and cloud shadow detection in Landsat imagery. Remote Sensing of Environment 118 (2012), 83–94.