Evaluation of the Landsat-5 TM and Landsat-7 ETM+ surface reflectance products

Remote Sensing of Environment

Volumn 169, Issue , 2015, Pages 390-403

  Claverie, Martin ^a,b   Vermote, Eric F ^b   Franch, Belen ^a,b   Masek, Jeffrey G ^b  

^a UNIVERSITY OF MARYLAND   (United States)

^b NASA GODDARD SPACE FLIGHT CENTER   (United States)

Author keywords

BRDF; Landsat; MODIS; Surface reflectance; Validation

Indexed keywords

ADAPTIVE SYSTEMS; AEROSOLS; DISTRIBUTION FUNCTIONS; RADIATIVE TRANSFER; RADIOMETERS;

BRDF; LANDSAT; MODIS; SURFACE REFLECTANCE; VALIDATION;

REFLECTION;

AERONET; AEROSOL; ANISOTROPY; AQUA (SATELLITE); ARTIFICIAL NEURAL NETWORK; DATA QUALITY; DATA SET; LAND SURFACE; LANDSAT THEMATIC MAPPER; MODIS; OPTICAL DEPTH; RADIATIVE TRANSFER; SCATTERING; SPATIAL RESOLUTION; SURFACE REFLECTANCE; TERRA (SATELLITE); TOP OF ATMOSPHERE; VALUATION;

EID: 84941309161     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.08.030     Document Type: Article

References (57)

1. de Abelleyra D., Verón S.R. Remote Sensing of Environment 2014, 140:46-59.
2. Atkinson P.M., Tatnall A. Introduction neural networks in remote sensing. International Journal of Remote Sensing 1997, 18:699-709.
3. Bacour C., Breon F.M. Variability of biome reflectance directional signatures as seen by POLDER. Remote Sensing of Environment 2005, 98:80-95.
4. Baret F., Vintila R. Satellite derived leaf area index derived from SPOT time series in the ADAM project. Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, proceedings: Learning from earth's shapes and sizes 2003, 155-157.
5. Baret F., Hagolle O., Geiger B., Bicheron P., Miras B., Huc M., Leroy M. LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION - Part 1: Principles of the algorithm. Remote Sensing of Environment 2007, 110:275-286.
6. Becker-Reshef I., Vermote E., Lindeman M., Justice C. A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data. Remote Sensing of Environment 2010, 114:1312-1323.
7. Breon F., Vermote E., Murphy E., Franch B. Measuring the directional variations of land surface reflectance from MODIS. IEEE Transactions on Geoscience and Remote Sensing 2015, 1-12.
8. Breon F.-M., Vermote E. Correction of MODIS surface reflectance time series for BRDF effects. Remote Sensing of Environment 2012, 125:1-9.
9. Campagnolo M.L., Montano E.L. Estimation of effective resolution for daily MODIS gridded surface reflectance products. IEEE Transactions on Geoscience and Remote Sensing 2014, 52:5622-5632.
10. Chander G., Mishra N., Helder D.L., Aaron D.B., Angal A., Choi T., Doelling D.R. Applications of spectral band adjustment factors (SBAF) for cross-calibration. IEEE Transactions on Geoscience and Remote Sensing 2013, 51:1267-1281.
11. Claverie M., Vermote E.F., Weiss M., Baret F., Hagolle O., Demarez V. Validation of coarse spatial resolution LAI and FAPAR time series over cropland in southwest France. Remote Sensing of Environment 2013, 139:216-230.
12. de Colstoun E.C.B., Walthall C.L. Improving global scale land cover classifications with multi-directional POLDER data and a decision tree classifier. Remote Sensing of Environment 2006, 100:474-485.
13. Demuth H., Beale M. Neural network toolbox for use with MATLAB 1998, The MathWorks Inc, USA.
14. Dubovik O., Smirnov A., Holben B.N., King M.D., Kaufman Y.J., Eck T.F., Slutsker I. Accuracy assessments of aerosol optical properties retrieved from aerosol robotic network (AERONET) sun and sky radiance measurements. Journal of Geophysical Research 2000, 105:9791-9806.
15. Duveiller G., Weiss M., Baret F., Defourny P. Retrieving wheat green area index during the growing season from optical time series measurements based on neural network radiative transfer inversion. Remote Sensing of Environment 2011, 115:887-896.
16. Feng M., Huang C., Channan S., Vermote E.F., Masek J.G., Townshend J.R. Quality assessment of Landsat surface reflectance products using MODIS data. Computers & Geosciences 2012, 38:9-22.
17. Feng M., Sexton J.O., Huang C., Masek J.G., Vermote E.F., Gao F., Townshend J.R. Global surface reflectance products from Landsat: Assessment using coincident MODIS observations. Remote Sensing of Environment 2013, 134:276-293.
18. Franch B., Vermote E.F., Sobrino J.A., Julien Y. Retrieval of surface albedo on a daily Basis: application to MODIS data. IEEE Transactions on Geoscience and Remote Sensing 2014, 52:7549-7558.
19. Gutman G., Byrnes R., Masek J., Covington S., Justice C., Franks S., Headley R. Towards monitoring land-cover and land-use changes at a global scale: The Global Land Survey 2005. Photogrammetric Engineering and Remote Sensing 2008, 74:6-10.
20. Holben B.N., Eck T.F., Slutsker I., Tanre D., Buis J.P., Setzer A., Smirnov A. AERONET - A federated instrument network and data archive for aerosol characterization. Remote Sensing of Environment 1998, 66:1-16.
21. 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 2006, 72:1179-1188.
22. Jacquemoud S., Verhoef W., Baret F., Bacour C., Zarco-Tejada P.J., Asner G.P., Ustin S.L. PROSPECT plus SAIL models: A review of use for vegetation characterization. Remote Sensing of Environment 2009, 113:S56-S66.
23. Ju J., Roy D.P., Vermote E., Masek J., Kovalskyy V. Continental-scale validation of MODIS-based and LEDAPS Landsat ETM plus atmospheric correction methods. Remote Sensing of Environment 2012, 122:175-184.
24. Kardoulas N.G., Bird A.C., Lawan A.I. Geometric correction of SPOT and Landsat imagery: A comparison of map- and GPS-derived control points. Photogrammetric Engineering and Remote Sensing 1996, 62:1173-1177.
25. Kaufman Y.J. The atmospheric effect on remote sensing and its correction. Theory and application of optical remote sensing 1989, 341. John Wiley & Sons, New York. G. Asrar (Ed.).
26. Kaufman Y.J., Wald A.E., Remer L.A., Gao B.C., Li R.R., Flynn L. The MODIS 2.1-μm channel - Correlation with visible reflectance for use in remote sensing of aerosol. IEEE Transactions on Geoscience and Remote Sensing 1997, 35:1286-1298.
27. Kotchenova S.Y., Vermote E.F. Validation of a vector version of the 6S radiative transfer code for atmospheric correction of satellite data. Part II. Homogeneous lambertian and anisotropic surfaces. Applied Optics 2007, 46:4455-4464.
28. Kotchenova S.Y., Vermote E.F., Matarrese R., Klemm F.J. Validation of a vector version of the 6S radiative transfer code for atmospheric correction of satellite data. Part I: Path radiance. Applied Optics 2006, 45:6762-6774.
29. Krasnopolsky V.M., Chevallier F. Some neural network applications in environmental sciences. Part II: Advancing computational efficiency in environmental numerical models. Neural Networks 2003, 16:335-348.
30. Lee D.S., Storey J.C., Choate M.J., Hayes R.W. Four years of Landsat-7 on-orbit geometric calibration and performance. IEEE Transactions on Geoscience and Remote Sensing 2004, 42:2786-2795.
31. van Leeuwen W.J.D., Orr B.J., Marsh S.E., Herrmann S.M. Multi-sensor NDVI data continuity: Uncertainties and implications for vegetation monitoring applications. Remote Sensing of Environment 2006, 100:67-81.
32. Li X.W., Strahler A.H. Geometric-optical bidirectional reflectance modeling of the discrete crown vegetation canopy - Effect of crown shape and mutual shadowing. IEEE Transactions on Geoscience and Remote Sensing 1992, 30:276-292.
33. Lucht W. Expected retrieval accuracies of bidirectional reflectance and albedo from EOS-MODIS and MISR angular sampling. Journal of Geophysical Research-Atmospheres 1998, 103:8763-8778.
34. Mahtab A., Sridhar V.N., Navalgund R.R. An assessment of angular variations of red and NIR reflectances in multi-date IRS-1D wide field sensor data. International Journal of Remote Sensing 2009, 30:4599-4619.
35. Maiersperger T.K., Scaramuzza P.L., Leigh L., Shrestha S., Gallo K.P., Jenkerson C.B., Dwyer J.L. Characterizing LEDAPS surface reflectance products by comparisons with AERONET, field spectrometer, and MODIS data. Remote Sensing of Environment 2013, 136:1-13.
36. Maignan F., Breon F.M., Lacaze R. Bidirectional reflectance of earth targets: Evaluation of analytical models using a large set of spaceborne measurements with emphasis on the hot spot. Remote Sensing of Environment 2004, 90:210-220.
37. Markham B.L., Helder D.L. Forty-year calibrated record of earth-reflected radiance from Landsat: A review. Remote Sensing of Environment 2012, 122:30-40.
38. Masek J.G., Vermote E.F., Saleous N.E., Wolfe R., Hall F.G., Huemmrich K.F., Lim T.K. A Landsat surface reflectance dataset for North America, 1990-2000. IEEE Geoscience and Remote Sensing Letters 2006, 3:68-72.
39. Miura T., Huete A., Yoshioka H. An empirical investigation of cross-sensor relationships of NDVI and red/near-infrared reflectance using EO-1 Hyperion data. Remote Sensing of Environment 2006, 100:223-236.
40. Ngia L.S.H., Sjoberg J. Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm. IEEE Transactions on Signal Processing 2000, 48:1915-1927.
41. Roujean J.L., Leroy M., Deschamps P.Y. A bidirectional reflectance model of the earths surface for the correction of remote-sensing data. Journal of Geophysical Research-Atmospheres 1992, 97:20455-20468.
42. Roy D.P., Qin Y., Kovalskyy V., Vermote E.F., Ju J., Egorov A., Yan L. Conterminous United States demonstration and characterization of MODIS-based Landsat ETM plus atmospheric correction. Remote Sensing of Environment 2014, 140:433-449.
43. Roy D.P., Wulder M.A., Loveland T.R., Woodcock C.E., Allen R.G., Anderson M.C., Zhu Z. Landsat-8: Science and product vision for terrestrial global change research. Remote Sensing of Environment 2014, 145:154-172.
44. Roy D.P., Borak J.S., Devadiga S., Wolfe R.E., Zheng M., Descloitres J. The MODIS land product quality assessment approach. Remote Sensing of Environment 2002, 83:62-76.
45. Schaaf C.B., Gao F., Strahler A.H., Lucht W., Li X.W., Tsang T., Roy D. First operational BRDF, albedo nadir reflectance products from MODIS. Remote Sensing of Environment 2002, 83:135-148.
46. Steven M.D., Malthus T.J., Baret F., Xu H., Chopping M.J. Intercalibration of vegetation indices from different sensor systems. Remote Sensing of Environment 2003, 88:412-422.
47. Teillet P.M., Fedosejevs G., Thome K.J., Barker J.L. Impacts of spectral band difference effects on radiometric cross-calibration between satellite sensors in the solar-reflective spectral domain. Remote Sensing of Environment 2007, 110:393-409.
48. Tucker C.J., Grant D.M., Dykstra J.D. NASA's global orthorectified Landsat data set. Photogrammetric Engineering and Remote Sensing 2004, 70:313-322.
49. Verger A., Baret F., Camacho F. Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: Evaluation over an agricultural area with CHRIS/PROBA observations. Remote Sensing of Environment 2011, 115:415-426.
50. Vermote E., Saleous N. LEDAPS surface reflectance product description 2007.
51. Vermote E., Justice C.O., Breon F.-M. Towards a generalized approach for correction of the BRDF effect in MODIS directional reflectances. IEEE Transactions on Geoscience and Remote Sensing 2009, 47.
52. Vermote E.F., Kotchenova S. Atmospheric correction for the monitoring of land surfaces. Journal of Geophysical Research-Atmospheres 2008, 113:D23S90.
53. Vermote E.F., El Saleous N.Z., Justice C.O. Atmospheric correction of MODIS data in the visible to middle infrared: First results. Remote Sensing of Environment 2002, 83:97-111.
54. Vermote E.F., Tanre D., Deuzé J.-L., Herman M., Morcrette J.-J. Second simulation of the satellite signal in the solar spectrum, 6s: An overview. IEEE Transactions on Geoscience and Remote Sensing 1997, 35:675-686.
55. Wang L.L., Qu J.J., Xiong X.X., Hao X.J., Xie Y., Che N.Z. A new method for retrieving band 6 of Aqua MODIS. IEEE Geoscience and Remote Sensing Letters 2006, 3:267-270.
56. Wolfe R.E., Roy D.P., Vermote E. MODIS land data storage, gridding, and compositing methodology: Level 2 grid. IEEE Transactions on Geoscience and Remote Sensing 1998, 36:1324-1338.
57. Woodcock C.E., Allen R., Anderson M., Belward A., Bindschadler R., Cohen W., Wynne R. Free access to Landsat imagery. Science 2008, 320:1011.