Seasonal AVHRR multichannel data sets and products for studies of surface‐atmosphere interactions

A basic methodological premise in the design of the Boreal Ecosystem-Atmosphere Study (BOREAS) is that the findings and models obtained at the stand level can be applied at the landscape, regional and global levels by using spatially comprehensive data sets, in particular satellite observations and meteorological measurements. Since many of the processes of interest are strongly influenced by solar radiation, satellite measurements at optical wavelengths are of fundamental importance. We describe a satellite data set and derived products prepared for the studies of the ecosystem-atmosphere interactions, including the scaling up of site and landscape measurements, model development and validation, and many other applications. It is derived from daily measurements by the advanced very high resolution radiometer (AVHRR) onboard the NOAA 11 satellite. The data set was obtained through a compositing process to minimize the contamination by clouds. Subsequently, the ABC3 procedure [Cihlar et al., 1997] was applied to remove atmospheric attenutation effects, identify residual clouds or snow-covered pixels and remove the effect of this contamination, remove bidirectional reflectance effects, and correct for surface emissivity effects. The paper briefly reviews the correction procedures, discusses the characteristics of the corrected data set, and presents several derived products of biophysical parameters, including leaf area index and the fraction of photosynthetically active radiation, vegetation index accumulated over the growing season, and the daily total absorbed photosynthetically active radiation.

[1]  J. Cihlar,et al.  Soil Water Content Estimation in Fallow Fields from Airborne Thermal Scanner Measurements , 1979 .

[2]  L. Lauritson,et al.  Data extraction and calibration of TIROS-N/NOAA radiometers , 1979 .

[3]  C. J. Tucker,et al.  Spectral assessment of soybean leaf area and leaf biomass , 1980 .

[4]  Considerations of and improvements to large-scale vegetation monitoring , 1984, IEEE Transactions on Geoscience and Remote Sensing.

[5]  G. Asrar,et al.  Estimating Absorbed Photosynthetic Radiation and Leaf Area Index from Spectral Reflectance in Wheat1 , 1984 .

[6]  J. Millard,et al.  Spectral Radiance Estimates of Leaf Area and Leaf Phytomass of Small Grains and Native Vegetation , 1986, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Blaine L. Blad,et al.  Evaluation of spectral reflectance models to estimate corn leaf area while minimizing the influence of soil background effects , 1986 .

[8]  B. Holben Characteristics of maximum-value composite images from temporal AVHRR data , 1986 .

[9]  W. Planet,et al.  Data extraction and calibration of TIROS-N/NOAA radiometers , 1988 .

[10]  Z. Li,et al.  Towards a local split window method over land surfaces , 1990 .

[11]  V. Salomonson The Moderate Resolution Imaging Spectrometer (MODIS) , 1990 .

[12]  P. Deschamps,et al.  Description of a computer code to simulate the satellite signal in the solar spectrum : the 5S code , 1990 .

[13]  Vince Salomonson,et al.  The moderate resolution imaging spectrometer (MODIS) science and data system requirements , 1991, IEEE Trans. Geosci. Remote. Sens..

[14]  R P Gauthier,et al.  Investigation of continental aerosols with high-spectral-resolution solar-extinction measurements. , 1991, Applied optics.

[15]  J. Roujean,et al.  A bidirectional reflectance model of the Earth's surface for the correction of remote sensing data , 1992 .

[16]  J. Chen,et al.  Defining leaf area index for non‐flat leaves , 1992 .

[17]  P. M. Teillet,et al.  An algorithm for the radiometric and atmospheric correction of AVHRR data in the solar reflective channels , 1992 .

[18]  J. Salisbury,et al.  Emissivity of terrestrial materials in the 3–5 μm atmospheric window☆ , 1992 .

[19]  R. Jackson,et al.  Multisite Analyses of Spectral-Biophysical Data for Wheat , 1992 .

[20]  Robert Frouin,et al.  Estimating Photosynthetically Active Radiation (PAR) at the earth's surface from satellite observations , 1995 .

[21]  Manfred Owe,et al.  On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces , 1993 .

[22]  E. Kanemasu,et al.  Use of second derivatives of canopy reflectance for monitoring prairie vegetation over different soil backgrounds , 1993 .

[23]  C. Justice,et al.  The generation of global fields of terrestrial biophysical parameters from the NDVI , 1994 .

[24]  José A. Sobrino,et al.  On the atmospheric dependence of the split-window equation for land surface temperature , 1994 .

[25]  Josef Cihlar,et al.  Evaluation of compositing algorithms for AVHRR data over land , 1994, IEEE Trans. Geosci. Remote. Sens..

[26]  J. Faundeen,et al.  The 1 km AVHRR global land data set: first stages in implementation , 1994 .

[27]  Richard H. Waring,et al.  Ecological Remote Sensing at OTTER: Satellite Macroscale Observations , 1994 .

[28]  S. Kalluri,et al.  The Pathfinder AVHRR land data set: An improved coarse resolution data set for terrestrial monitoring , 1994 .

[29]  G. Dedieu,et al.  SMAC: a simplified method for the atmospheric correction of satellite measurements in the solar spectrum , 1994 .

[30]  B. N. Holben,et al.  Towards operational radiometric calibration of NOAA AVHRR imagery in the visible and near-infrared channels , 1994 .

[31]  P. M. Teillet,et al.  Forward piecewise linear calibration model for quasi-real time processing of AVHRR data , 1995 .

[32]  Jing M. Chen,et al.  Quantifying the effect of canopy architecture on optical measurements of leaf area index using two gap size analysis methods , 1995, IEEE Trans. Geosci. Remote. Sens..

[33]  Aisheng Wu,et al.  Effects of land cover type and greenness on advanced very high resolution radiometer bidirectional reflectances : analysis and removal , 1995 .

[34]  K. Jon Ranson,et al.  The Boreal Ecosystem-Atmosphere Study (BOREAS) : an overview and early results from the 1994 field year , 1995 .

[35]  J. Cihlar,et al.  Plant canopy gap-size analysis theory for improving optical measurements of leaf-area index. , 1995, Applied optics.

[36]  T. Richards,et al.  NOAA-11 AVHRR/2— Thermal channel calibration update , 1995 .

[37]  Jing M. Chen,et al.  Canopy architecture and remote sensing of the fraction of photosynthetically active radiation absorbed by boreal conifer forests , 1996, IEEE Trans. Geosci. Remote. Sens..

[38]  J. Chen Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands , 1996 .

[39]  Zhanqing Li,et al.  A new approach for remote sensing of canopy-absorbed photosynthetically active radiation. I: Total surface absorption , 1996 .

[40]  J. Cihlar Identification of contaminated pixels in AVHRR composite images for studies of land biosphere , 1996 .

[41]  J. Chen Evaluation of Vegetation Indices and a Modified Simple Ratio for Boreal Applications , 1996 .

[42]  Louis Moreau,et al.  A new approach for remote sensing of canopy absorbed photosynthetically active radiation. II : Proportion of canopy absorption , 1996 .

[43]  Zhanqing Li,et al.  The bidirectional effects of AVHRR measurements over boreal regions , 1996, IEEE Trans. Geosci. Remote. Sens..

[44]  J. Chen,et al.  Retrieving Leaf Area Index of Boreal Conifer Forests Using Landsat TM Images , 1996 .

[45]  Qinghan Xiao,et al.  Land cover classification with AVHRR multichannel composites in northern environments , 1996 .

[46]  S. T. Gower,et al.  Leaf area index of boreal forests: theory, techniques, and measurements , 1997 .

[47]  T. A. Black,et al.  Radiation regime and canopy architecture in a boreal aspen forest , 1997 .

[48]  Josef Cihlar,et al.  On the Validation of Satellite-Derived Products for Land Applications , 1997 .

[49]  J. Cihlar,et al.  Validation of the Geocoding and Compositing System (GEOCOMP) using contextual analysis for AVHRR images , 1997 .

[50]  Louis Moreau,et al.  Monitoring fire activities in the boreal ecosystem , 1997 .

[51]  J. Cihlar,et al.  Estimation of photosynthetically active radiation absorbed at the surface , 1997 .

[52]  J. Cihlar,et al.  Multitemporal, multichannel AVHRR data sets for land biosphere studies—Artifacts and corrections , 1997 .