Variability in surface BRDF at different spatial scales (30m–500m) over a mixed agricultural landscape as retrieved from airborne and satellite spectral measurements

Armston, 2007, Analysis of multi-date MISR measurements for forest and woodland communities, Queensland, Australia, Remote Sensing of Environment, 107, 287, 10.1016/j.rse.2006.11.003 Bacour, 2005, Variability of biome reflectance directional signatures as seen by POLDER, Remote Sensing of Environment, 98, 80, 10.1016/j.rse.2005.06.008 Bacour, 2002, Reliability of the estimation of vegetation characteristics by inversion of three canopy reflectance models on airborne polder data, Agronomie: Agriculture and Environment, 22, 555, 10.1051/agro:2002039 Bicheron, 2000, Bidirectional reflectance distribution function signatures of major biomes observed from space, Journal of Geophysical Research, 105, 26669, 10.1029/2000JD900380 Bindlish, 2009, Combined passive and active microwave observations of soil moisture during CLASIC, IEEE Geoscience and Remote Sensing Letters, 6, 644, 10.1109/LGRS.2009.2028441 Brown de Colstoun, 1996, Variability of BRDF with land cover type for the west central HAPEX Sahel super site Chen, 2005, Global mapping of foliage clumping index using multi-angular satellite data, Remote Sensing of Environment, 97, 447, 10.1016/j.rse.2005.05.003 Chen, 2008, Validation of the MISR land surface broadband albedo, International Journal of Remote Sensing, 29, 6971, 10.1080/01431160802199876 Chopping, 2008, Remote sensing of woody shrub cover in desert grasslands using MISR with a geometric-optical canopy reflectance model, Remote Sensing of Environment, 112, 19, 10.1016/j.rse.2006.04.023 Chopping, 2001, Testing LiSK BRDF models over a semi-arid grassland region with visible and near-infrared ATSR-2 and AVHRR data, International Journal of Remote Sensing, 22, 3533, 10.1080/01431160010007024 Chopping, 2002, Canopy attributes of desert grassland and transition communities derived from multiangular airborne imagery, Remote Sensing of Environment, 85, 339, 10.1016/S0034-4257(03)00012-9 Chopping, 2004, Modelling the reflectance anisotropy of Chihuahuan Desert grass-shrub transition canopy-soil complexes, International Journal of Remote Sensing, 25, 2725, 10.1080/01431160310001618437 Cosh, 2007, SGP Cloud and Land Surface Interaction Campaign (CLASIC) Land Surface States and Fluxes Experiment Plan. In: Atmospheric Radiation Measurement (ARM) Program d'Entremont, 1999, Retrieval of red spectral albedo and bidirectional reflectance using AVHRR HRPT and GOES satellite observations of the New England region, Journal of Geophysical Research, 104, 6229, 10.1029/1998JD200104 Diner, 1998, Airborne Multi-angle Imaging SpectroRadiometer (AirMISR) - Instrument description and first results, IEEE Transactions on Geoscience and Remote Sensing, 36, 1339, 10.1109/36.701083 Diner, 1998, Multi-angle Imaging SpectroRadiometer (MISR) - Instrument description and experiment overview, IEEE Transactions on Geoscience and Remote Sensing, 36, 1072, 10.1109/36.700992 Gao, 2006, On the blending of the Landsat and MODIS surface feflectance: Predicting daily Landsat surface reflectance, IEEE Transactions on Geoscience and Remote Sensing, 44, 2207, 10.1109/TGRS.2006.872081 Gao, 2008, An algorithm to produce temporally and spatially continuous MODIS LAI time series, IEEE Geoscience and Remote Sensing Letters, 5, 60, 10.1109/LGRS.2007.907971 Gatebe, 2009, Simultaneous retrieval of aerosol and surface optical properties from combined airborne-and ground-based direct and diffuse radiometric measurements, Atmospheric Chemistry and Physics, 10, 2777, 10.5194/acp-10-2777-2010 Gatebe, 2005, Airborne spectral measurements of ocean directional reflectance, Journal of the Atmospheric Sciences, 62, 1072, 10.1175/JAS3386.1 Gatebe, 2003, Airborne spectral measurements of surface-atmosphere anisotropy for several surfaces and ecosystems over southern Africa, Journal of Geophysical Research, 108, 10.1029/2002JD002397 Geiger, 2008, Land surface albedo derived on a daily basis from Meteosat second generation observations, IEEE Transactions on Geoscience and Remote Sensing, 46, 3841, 10.1109/TGRS.2008.2001798 GeoEye (2006). IKONOS Imagery Products Guide Version 1.5. In. Dulles, VA. Georgiev, 2009, BRDF analysis of savanna vegetation and salt-pan samples, IEEE Transactions on Geoscience and Remote Sensing, 47, 2546, 10.1109/TGRS.2009.2021331 Gobron, 2002, Uniqueness of multiangular measurements—Part II: Joint retrieval of vegetation structure and photosynthetic activity from MISR, IEEE Transactions on Geoscience and Remote Sensing, 40, 1574, 10.1109/TGRS.2002.801147 Goutorbe, 1994, HAPEX-Sahel: a large-scale study of land-atmosphere interactions in the semi-arid tropics, Annales Geophysicae, 12, 53, 10.1007/s00585-994-0053-0 Hautecoeur, 1998, Surface bidirectional reflectance distribution function observed at global scale by POLDER/ADEOS, Geophysical Research Letters, 25, 4197, 10.1029/1998GL900111 Heathman, 2009, Surface and profile soil moisture spatio-temporal analysis during an excessive rainfall period in the Southern Great Plains, USA, CATENA, 78, 159, 10.1016/j.catena.2009.04.002 Hill, 2008, Relationship of MISR RPV parameters and MODIS BRDF shape indicators to surface vegetation patterns in an Australian tropical savanna, Canadian Journal of Remote Sensing, 34, S247, 10.5589/m08-042 Holben, 1998, AERONET–A federated instrument network and data archive for aerosol characterization, Remote Sensing of Environment, 66, 1, 10.1016/S0034-4257(98)00031-5 Huete, 2002, Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sensing of Environment, 83, 195, 10.1016/S0034-4257(02)00096-2 Jin, 2002, Improving MODIS surface BRDF/Albedo retrieval with MISR multi-angle observations, IEEE Transactions on Geoscience and Remote Sensing, 40, 1593, 10.1109/TGRS.2002.801145 Jin, 2003, Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals: 1. Algorithm performance, Journal of Geophysical Research, 108, D5 Jin, 2003, Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals: 2. Validation, Journal of Geophysical Research, 108, D5 Johnson, 1994, Multiple view zenith angle observations of reflectance from ponderosa pine stands, International Journal of Remote Sensing, 15, 3859, 10.1080/01431169408954365 King, 1996, Airborne scanning spectrometer for remote sensing of cloud, aerosol, water vapor and surface properties, Journal of Atmospheric and Oceanic Technology, 13, 777, 10.1175/1520-0426(1996)013<0777:ASSFRS>2.0.CO;2 King, 1986, Multiwavelength scanning radiometer for airborne measurements of scattered radiation within clouds, Journal of Atmospheric and Oceanic Technology, 3, 513, 10.1175/1520-0426(1986)003<0513:MSRFAM>2.0.CO;2 Knobelspiesse, 2008, Surface BRDF estimation from an aircraft compared to MODIS and ground estimates at the Southern Great Plains site, Journal of Geophysical Research-Atmospheres, 113, D20, 10.1029/2008JD010062 Kotchenova, 2006, Validation of a vector version of the 6S radiative transfer code for atmospheric correction of satellite data. Part I: Path Radiance, Applied Optics, 45, 6726, 10.1364/AO.45.006762 Lacaze, 2002, Retrieval of vegetation clumping index using hot spot signatures measured by POLDER instrument, Remote Sensing of Environment, 79, 84, 10.1016/S0034-4257(01)00241-3 Leroy, 1997, Retrieval of atmospheric properties and surface bidirectional reflectances over land from POLDER/ADEOS, Journal of Geophysical Research, 102, 17023, 10.1029/96JD02662 Lewis, 1995, The utility of kernel-driven BRDF models in global BRDF and albedo studies, Proceedings of the International Geoscience and Remote Sensing Symposium, IGARSS'95, 1186 Li, 2001, A priori knowledge accumulation and its application to linear BRDF model inversion, Journal of Geophysical Research, 106, 11925, 10.1029/2000JD900639 Li, 1992, 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, 30, 276, 10.1109/36.134078 Liang, 2002, Validating MODIS land surface reflectance and albedo products: methods and preliminary results, Remote Sensing of Environment, 83, 149, 10.1016/S0034-4257(02)00092-5 Liu, 2009, Validation of Moderate Resolution Imaging Spectroradiometer (MODIS) albedo retrieval algorithm: Dependence of albedo on solar zenith angle, Journal of Geophysical Research-Atmospheres, 114, D01106, 10.1029/2008JD009969 Lucht, 2000, An algorithm for the retrieval of albedo from space using semi-empirical BRDF models, IEEE Transactions on Geoscience and Remote Sensing, 38, 977, 10.1109/36.841980 Lyapustin, 2010, Analysis of snow BRF from ARCTAS Spring-2008 campaign, Atmospheric Chemistry and Physics, 4359–4375 Martonchik, 2000, A Review of Reflectance Nomenclature Used in Remote Sensing, Remote Sensing Reviews, 19, 9, 10.1080/02757250009532407 Moody, 2008, MODIS-derived spatially complete surface albedo products: Spatial and temporal pixel distribution and zonal averages, Journal of Applied Meteorology and Climatology, 47, 2879, 10.1175/2008JAMC1795.1 Muller, 2007, ALBEDOMAP: MERIS land surface albedo retrieval using data fusion with MODIS BRDF and its validation using contemporaneous EO and in situ data products, Proceedings of the International Geoscience and Remote Sensing Symposium, IGARSS'07, 2404 NRSA (2003). IRS-P6 (AWIFS) Data User's Handbook. In G.o.I. Department of Space (Ed.) (p. 142): National Remote Sensing Agency. Pelgrum, 2000, Length scale analysis of surface albedo, temperature and NDVI in a desert grassland, Water Resources Research, 36, 1757, 10.1029/2000WR900028 Pinty, 2010, Global scale comparison of MISR and MODIS land surface albedos, Journal of Climate Pinty, 2002, Uniqueness of multiangular measurements – Part I: An indicator of subpixel surface heterogeneity from MISR, IEEE Transactions on Geoscience and Remote Sensing, 40, 1560, 10.1109/TGRS.2002.801148 Privette, 2000, The EOS prototype validation exercise (PROVE) at Jornada - Overview and lessons learned, Remote Sensing of Environment, 74, 1, 10.1016/S0034-4257(00)00117-6 Privette, 1997, Estimating spectral albedo and nadir reflectance through inversion of simple BRDF models with AVHRR/MODIS-like data, Journal of Geophysical Research, 102, 29529, 10.1029/97JD01215 Privette, 1996, Inversion of a vegetation reflectance model with NOAA AVHRR data, Remote Sensing of Environment, 58, 187, 10.1016/S0034-4257(96)00066-1 Privette, 2004, Vegetation structure characteristics and relationships of Kalahari woodlands and savannas, Global Change Biology, 10, 281, 10.1111/j.1365-2486.2004.00740.x Qin, 2000, 3-D scene modeling of Jornada semi-desert vegetation cover and its radiation regime, Remote Sensing of Environment, 74, 145, 10.1016/S0034-4257(00)00129-2 Román, 2010, Assessing the coupling between surface albedo derived from MODIS and the fraction of diffuse skylight over spatially-characterized landscapes, Remote Sensing of Environment, 114, 738, 10.1016/j.rse.2009.11.014 Román, 2009, The MODIS (Collection V005) BRDF/albedo product: Assessment of spatial representativeness over forested landscapes, Remote Sensing of Environment, 113, 2476, 10.1016/j.rse.2009.07.009 Ross, 1981 Roujean, 1992, A bidirectional reflectance model of the Earth's surface for the correction of remote sensing data, Journal of Geophysical Research, 97, 20,455, 10.1029/92JD01411 Roy, 2008, Multi-temporal MODIS–Landsat data fusion for relative radiometric normalization, gap filling, and prediction of Landsat data, Remote Sensing of Environment, 112, 3112, 10.1016/j.rse.2008.03.009 Russell, 1997, Bidirectional reflectances of selected BOREAS sites from multiangle airborne data, Journal of Geophysical Research, 102, 25,505, 10.1029/96JD03880 Russell, 1999, Aerosol-induced radiative flux changes off the United States mid-Atlantic coast: Comparison of values calculated from sunphotometer and in situ data with those measured by airborne pyranometer, Journal of Geophysical Research, 104, 2289, 10.1029/1998JD200025 Rutan, 2009, Development and assessment of broadband surface albedo from CERES clouds and radia-tion swath data product, Journal of Geophysical Research, 114, D08125, 10.1029/2008JD010669 Salomon, 2006, Validation of the MODIS bidirectional reflectance distribution function and albedo retrievals using combined observations from the Aqua and Terra platforms, IEEE Transactions on Geoscience and Remote Sensing, 44, 1555, 10.1109/TGRS.2006.871564 Sandmeier, 1998, Physical mechanisms in hyperspectral BRDF data of grass and watercress, Remote Sensing of Environment, 66, 222, 10.1016/S0034-4257(98)00060-1 Schaaf, 2002, First operational BRDF, albedo and nadir reflectance products from MODIS, Remote Sensing of Environment, 83, 135, 10.1016/S0034-4257(02)00091-3 Schaaf, 2011, MODIS albedo and reflectance anisotropy products from Aqua and Terra, 873 Schaaf, 2008, Retrieval of surface albedo from satellite sensors, 219 Schaepman-Strub, 2006, Reflectance quantities in optical remote sensing-definitions and case studies, Remote Sensing of Environment, 103, 27, 10.1016/j.rse.2006.03.002 Sellers, 1988, The first ISLSCP field experiment (FIFE), Bulletin of the American Meteorological Society, 69, 22, 10.1175/1520-0477(1988)069<0022:TFIFE>2.0.CO;2 Sellers, 1992, An overview of the First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE), Journal of Geophysical Research, 97, 18,345, 10.1029/92JD02111 Strugnell, 2001, A global albedo data set derived from AVHRR data for use in climate simulations, Geophysical Research Letters, 28, 191, 10.1029/2000GL011580 Su, 2007, Support vector machines for recognition of semi-arid vegetation types using MISR multi-angle imagery, Remote Sensing of Environment, 107, 299, 10.1016/j.rse.2006.05.023 Susaki, 2007, Validation of MODIS albedo products of paddy fields in Japan, IEEE Transactions on Geoscience and Remote Sensing, 45, 206, 10.1109/TGRS.2006.882266 Swap, 2002, Southern African Regional Science Initiative (SAFARI 2000): Summary of science plan, South African Journal of Science, 98, 119 Taberner, 2010, Comparison of MISR and MODIS land surface albedos: Methodology, Journal of Geophysical Research, 115, 10.1029/2009JD012665 Trishchenko, 2005, Spectral, temporal and spatial properties of surface BRDF/Albedo over the ARM SGP area from multi-year satellite observations Tucker, 1979, Red and photographic infrared linear combinations for monitoring vegetation, Remote Sensing of Environment, 8, 127, 10.1016/0034-4257(79)90013-0 Vermote, 1997, Second Simulation of the Satellite Signal in the Solar Spectrum, 6S: an overview, Geoscience and Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing, 35, 675, 10.1109/36.581987 Walthall, 2000, Field and landscape BRDF optical wavelength measurements: Experience, techniques and the future, Remote Sensing Reviews, 18, 503, 10.1080/02757250009532399 Wanner, 1995, On the Derivation of Kernels for Kernel-Driven Models of Bidirectional Reflectance, Journal of Geophysical Research, 100, 21077, 10.1029/95JD02371 Wanner, 1997, Global retrieval of bidirectional reflectance and albedo over land from EOS MODIS and MISR data: Theory and algorithm, Journal of Geophysical Research, 102, 17143, 10.1029/96JD03295 Waring, 1994, Oregon Transect Ecosystem Research (OTTER) Project, Ecological Applications, 4, 210, 10.2307/1941927 Widlowski, 2001, Characterization of surface heterogeneity detected at the MISR/TERRA subpixel scale, Geophysical Research Letters, 28, 4639, 10.1029/2001GL013490 Widlowski, 2005, Using 1-D models to interpret the reflectance anisotropy of 3-D canopy targets: issues and caveats, IEEE Transactions on Geoscience and Remote Sensing, 43, 2008, 10.1109/TGRS.2005.853718 Zhang, Q. (2008). A Global Spatially and Temporarily Complete Reflectance Anisotropy Database to Improve Surface Characterization for Albedo Modeling. In, PhD Thesis, Department of Geography and Environment (p. 155). Boston, MA: Boston University.