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  • CV: Research Scientist III

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    Personal information
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    Candidate Profile
     Date Submitted:16-09-2011
     Last Modified:17-09-2011 (08:13)
    Job information
     Current job:Research Scientist III
     Employment Term:Permanent
     Job location:Own country
     Date available:immediately
     Industry:,
     Keywords
    CV

    General Information

     

    Date of birth

    December 2, 1972

    Gender

    Male

    Nationality

    Russian

    Languages

    Russian, English, German (intermediate)

    Specialization

    Geophysics, PhD

    US Immigration Status

    Green Card (since Nov 2007)

     

    Education

     

    Sep. 1997 - Dec. 2001

     

    PhD in Remote Sensing (GPA 3.73/4.0). Boston University, Department of Geography and Environment, Boston, MA. Dissertation: “Application of Stochastic Radiative Transfer to Remote sensing of Vegetation”.

    Sep. 1990 - Jan. 1996

     

    MS in Physics (with honors). Moscow State University, Physics Department, Moscow, Russia. Thesis: “Stochastic Theory of One Dimensional Non-Stationary Filtration”.

     

     

    Employment

     

    Jan. 2008 – present

     

    Research Scientist III

    NOAA-NESDIS,

    Camp Springs, MD

    Jan. 2005 - Dec. 2007

    Research Assistant Professor

    BostonUniversity, Department of Geography and Environment, Boston, MA

    Jan. 2002 - Dec. 2004

    Post-Doctoral Research Associate

    BostonUniversity, Department of Geography and Environment, Boston, MA

    Sep. 1997 - Dec. 2001

    Research Assistant

    BostonUniversity, Department of Geography and Environment, Boston, MA

     

     

    Skills

     

    Earth System Science

    Optical RT modeling for heterogeneous vegetation canopies; Biophysical Land and Ocean Remote sensing. Algorithm development, product time series analysis and validation of NASA MODIS Terra/Aqua and AVHRR LAI/FPAR climate Data Records and NOAA GOES-R SST prototyped MSG(1-2) SEVIRI data.

    Mathematics and Physics

    Calculus; Linear algebra; Theory of complex variables; Differential equations; Advanced mathematical physics; Functional analysis; Statistics; Nonlinear systems analysis (chaos); General and advanced theoretical physics.

    Information Technology

    Numerical algorithms, Computer graphics, Client/server applications, Multi-threading, Operating systems concepts, Artificial intelligence, Web-design. Proficient in C/C++/Visual C++, Java(2), Fortran(99-2003), Pascal/Delphi(2), OpenGL(1.3), IDL (6*), Oracle 9i PL/SQL, P-threads, UNIX/LINUX shell scripting (bash) and cron-jobs, HTML/Java Script, software design w/ UML, software version control w/ CVS.

    Management

    Financial and Managerial accounting, Auditing, Corporate finance management, Fixed income (Bonds) markets.

     

     

    Research Interests              

     

    Radiative Transfer

    Optical Radiative Transfer (RT) theory for vegetation and atmosphere. Numerical solution of RT and Monte-Carlo simulations; Stochastic RT approach to parameterize effect of spatial heterogeneity and mixture of vegetation species; Spectral invariants of RT equation; Anisotropy of boundary conditions of RT equation; BRDF effects; Field measurements of RT parameters.

    Remote Sensing

    Optical Domain:Application of RT for retrievals of biophysical parameters of land and atmosphere from remote sensing observations; Exploring potentials of multi-sensor, multi-resolution, multi-spectral, multi-angular and lidar data to improve accuracy of retrievals; Satellite data fusion; Land surface heterogeneity and scaling issues; Change detection (probabilistic burn detection); Vegetation phenology.

    Thermal Domain:Quality control (QC) of surface temperature products to screen for various atmospheric contaminations (clouds, aerosols, water vapor, etc) and sensor noise using reference fields (NCEP GFS and RT simulations) for QC estimation; monitoring thermal cycles with geostationary data.

    Climate

    Assimilation of satellite biophysical products in climate models at global and regional scales; Global vegetation-climate interactions; Optimization of the radiation block of climate land models.

     

    Research Projects

     

    January 2008-

    NOAA Contract

    [current]

     

    Development of GOES-R SST product.Ignatov, A., NOAA-NESDIS, PI. Shabanov, N.V., contractor: a) development of end-to-end near-real-time SST production system with web-based monitoring user interface (prototype with MSG SEVRI); b) development of SST Quality Control to screen for product contamination (clouds, aerosols, sensor noise, etc), intercomparison with GOES-R ABI Cloud Mask

    http://www.star.nesdis.noaa.gov/sod/sst/shabanov/SEVIRI-web/Monitor.htm

    April 2004-December 2007

    NASA Contract

     

    MODIS Algorithm Refinement and Maintenance: Global Products of Leaf Area Index and Fraction Vegetation Absorbed PAR. Myneni, R.B., Boston University, PI. Shabanov, N.V., Co-I: A) Scientific and managerial leadership for MODIS LAI/FPAR project; B) Refinement of RT simulations and operational code maintenance; C) Analysis and validation of product time series; D) Development of  advanced products from combination of Terra and Aqua observations and fine resolution (250-m) products.

    September 2004-December 2007

    NASA Grant

     

    Using MODIS Data to Characterize Climate Model Land Surface Processes and the Impacts of Land Use/Cover Change on Surface Hydrological Processes.Dickinson, R., Georgia Institute of Technology, PI. Shabanov N.V., Co-I:Analysis and Refinement of radiation block of Common Land Model (CLM) based on global satellite observations from MODIS.

    June 2004- December 2007

    NASA Grant

     

    Seasonal and Global Representation of Land Surface Properties from MODIS and other EOS Instruments and their Implications for Application in Climate Models.Dickinson, R., Georgia Institute of Technology, PI. Shabanov, N.V., Co-I: A) Improvement of LAI seasonality description in CLM using high quality and temporal resolution MODIS data; B) Assessment of relationship between MODIS albedo and LAI products for future use in CLM.

    May-September 2005

    NASA Grant

     

    Intercomparison of Leaf Area Index Retrievals as Function of Optical Sensor Type and Environmental Conditions: Case Study in Croplands of Cordoba, Argentina.Shabanov, N.V., PI: Supervising research of a graduate student on analysis of field data of LAI and FPAR over croplands.

    October 1996-December 2003

    NASA Contract

     

    Radiative Transfer Based Synergistic MODIS/MISR Algorithm for the Estimation of Global LAI and FPAR.Myneni, R.B., Boston University. PI. Shabanov N.V, Research Assistant: A) Developed mathematical basis and implemented in software Stochastic Radiative Transfer model for vegetation canopies; B) Studied theoretically the effect of spatial heterogeneity on estimation of biophysical variables from field measurements at broadleaf forests with data from Harvard Forest in Massachusetts.

    January 2001-December 2003

    NASA Grant

     

    A benchmark Dataset of Multidimensional Earth Science Satellite Data for Testing of Learning Algorithms.Myneni, R.B., Boston University, PI. Shabanov, N.V., Research Assistant: Developed ARTMAP-based algorithm for automated sub-pixel burn detection in MODIS 500-m data.

    July 2000- July 2002

    NOAA Grant

    Multi-Decadal Pathfinder Data Sets of Global Land Biophysical Variables from AVHRR and MODIS and their Use in GCM Studies of Biogeophysics and Biogeochemistry.Myneni, R.B., Boston University, PI. Shabanov, N.V., Research Assistant: A) Modeling support for analysis of the impact of solar zenith angle change and orbital drift on the inference of northern high latitudes vegetation activity from time series of AVHRR data; B) Developed methods (both empirical and theoretical) to evaluate of vegetation dynamics with AVHRR NDVI and channel data based on radiative transfer theory.

    October 1996-December 2003

    JPL Contract

    Look-Up-Table Based Approach for the Estimation of Global Leaf Area Index and Fraction of Absorbed PAR from MISR Data.Myneni, R.B., Boston University, PI. Shabanov N.V., Research Assistant: Theoretical study and numerical analysis of information content of multi-angular satellite data. Spectral signatures of MISR data were studied with radiative transfer theory with emphasis on physical interpretation in context of vegetation biome mapping.

     

     

     

     

     

     

     

     

     

     

    Student Advising

     

     

    Three PhD students. Research on the MODIS LAI/FPAR project.

     

     

    Two MA students. Thesis “Burned Area Detection in the MODIS 500-m Surface Reflectance Data with Supervised and Unsupervised Neural Networks” was defended by MA student K. Lo in May 2003.

     

     

    Teaching

     

     

    Teaching assistant for the following Undergraduate and Graduate courses at Boston University:

    “Physical Models in Remote Sensing”

    “Natural Environment: The Atmosphere”

    “Modeling and Monitoring Terrestrial Ecosystem Processes”

     

     

    Academic Services

     

    Journal reviewer

    Journal of Geophysical Research-Atmosphere

    IEEE Transactions on Geoscience and Remote Sensing

    Journal of Quantitative Spectroscopy and Radiative Transfer

    Remote Sensing of Environment

    International Journal of Remote Sensing

    Canadian Journal of Remote Sensing

    Proposal reviewer

    National Science Foundation

    NASA Postdoctoral Fellowship

     

     

    Conferences

     

     

    Participant and presenter at the annual MODIS Science Team Meetings (MODIS STM) since 2000.

     

    Participant and presenter at the annual Robert Dickinson Inter-Disciplinary (IDS) meetings: “Using MODIS Data to Characterize Climate Model Land Surface Processes and the Impacts of Land Use/Cover Change on Surface Hydrological Processes” since 2002.

     

    Participant and presenter at the annual NASA Intelligent Data Understanding (IDU) meetings for years 2002-2003.

     

    Presented posters/talks at the following international remote sensing conferences, including: 8-th International Symposium “Physical Measurements & Signatures in Remote Sensing” (Aussois, France, 2001), IWMMM-3 (Steamboat Springs, Colorado, 2002), AGU, (San Francisco, 2002/2005) , IGARSS (Toulouse, France, 2003), MODIS Vegetation workshop I and II (Missoula, Montana, 2002 and 2004), AMS (Phoenix, Arizona 2009, Atlanta, Georgia 2010)

     

     

    Awards

     

     

    The following paper was ranked as top 1% in the field of geophysical research according to Thomson-ISI® science citation index: Shabanov, N.V., Zhou, L., Knyazikhin, Y., Tucker C.J., Myneni, R.B. (2002). Analysis of Interannual Changes in Northern Vegetation Activity Observed in AVHRR Data During 1981 to 1994. IEEE Transactions on Geoscience and Remote Sensing, 40(1): 115-130.

     

    The following paper was press-released by AGU, NASA and broadcasted by major TV/Radio world-wide: Zhou, L., Tucker C.J., Kaufmann, R.K., Slayback, D., Shabanov, N.V., Myneni, R.B. (2001). Variations in Northern Vegetation Activity Inferred from Satellite data of Vegetation Index during 1981 to 1999. Journal of Geophysical Research-Atmosphere, 106(D17): 20,069-20,083.

     

    The research described in the following paper was acknowledged by NASA Ames in category Patent Rights/New Technology (case ARC-15859) for developing of the algorithm for continuous burn mapping:Shabanov, N.V., Lo, K., Gopal, S., Myneni, R.B. (2004). Sub-pixel Burn Detection in Moderate Resolution Imaging Spectroradiometer 500-m Data with ARTMAP Neural Networks.Journal of Geophysical Research-Atmosphere, 110(D03), 111, doi: 10.1029/2004JD005257.

     

    References

     

     

    Ranga Myneni

    Professor,

    BostonUniversity, Department of Geography and Environment

    675 Commonwealth Ave., #449

    Boston, MA 02215

    E-mail: rmyneni(at)bu.edu

     

    Robert Dickinson

    Professor,

    Georgia Institute of Technology,

    Schoolof Earthand Atmospheric Sciences

    311 Ferst Drive,

    Atlanta, GA, 30332-0340,

    E-mail: robted(at)eas.gatech.edu

     

    Robert Wolfe

    MODISLandDiscipline Coordinator,

    Raytheon TSC (at) NASA Goddard Space Flight Center

    Laboratory for Terrestrial Physics (Code 614.5)

    Greenbelt Rd.

    Greenbelt, MD, 20771

    E-mail: robert.e.wolfe.1(at)gsfc.nasa.gov

     

    Michael Schaepman

    Prof. Dr. sc. nat.

    Full chair, Head of Remote Sensing Laboratories (RSL)

    Department of Geography

    University of Zurich - Irchel

    Winterthurerstr. 190

    room Y25-J54

    CH-8057 Zurich, Switzerland

    E-mail: michael.schaepman(at)geo.uzh.ch

     

    Walter W. Wolf

    Physical Scientist

    NOAA/NESDIS/STAR

    World Weather Building, Camp Springs, MD

    E-mail:  Walter.Wolf(at)noaa.gov

     

     


    Publications

     

    Books & Book Chapters

     

    Myneni, R.B., Knjazikhin, Y., and Shabanov, N.V. Leaf Area Index and Fraction of Absorbed PAR Products from Terra and Aqua MODIS Sensors: Analysis, Validation and Refinement. inLand Remote Sensing and Global Environmental Change: NASA’s Earth Observing System and the Science of ASTER and MODIS. (B. Ramachandran, C. Justice and M. Abrams Eds.) Springer., 2011, ISBN 978-1-4419-6748-0

    Myneni, R.B., Knjazikhin, Y., and Shabanov, N.V. Physical Principles of Remote Sensing, (in preparation).

     

    Peer-Reviewed Journal Articles

     

    2011

     

    Shabanov, N.V.,Ignatov, A, Kihai , Heidinger, A. (2011). Intercomparison and Sensitivity Study of GOES_R ABI Cloud Mask and SST Quality Control prototyped with MSG/SEVIRI, Journal of Geophysical Research/Atmospheres, in preparation.

    Petrenko, B., Ignatov, A.,Shabanov, N., Kihai, Y., (2011).Development and Evaluation of Sea Surface Temperature Algorithms for GOES-R ABI using MSG SEVIRI as Proxy,Remote Sensing of Environment, accepted August 2011.

     

    2008

     

    Huang, D., Knyazikhin, Y., Wang, W., Privette, J., Deering, D.W., Stenberg, P., Shabanov, N.V., Tan, B., and Myneni, R. B. (2008). Stochastic Transport Theory for Investigating the Three-Dimensional Canopy Structure from Space Measurements, Remote Sensing of Environment, 112(1), 35-50.

    Ganguly, S., Schull, M., Samanta, A., Shabanov, N.V., Milesi, C., Nemani, R., Knyazikhin, Y. Myneni, R., Generating vegetation leaf area index earth system data record from multiple sensors. Part 1: Theory.Remote Sensing of Environment, 112(1), 4333-4343.

    Ganguly, S., Schull, M., Samanta, A., Shabanov, N.V., Milesi, C., Nemani, R., Knyazikhin, Y. Myneni, R., Generating vegetation leaf area index earth system data record from multiple sensors. Part 2: Implementation, Analysis and Validation.Remote Sensing of Environment, 112(1), 4318-4332.

     

    2007

     

    Shabanov, N.V., Huang., D., Knyazikhin, Y., Dickinson, R.E., Myneni, R.B (2007). Stochastic Radiative Transfer Model for Mixture of Discontinuous Vegetation Canopies. Journal of Quantitative Spectroscopy and Radiative Transfer, 107(2), 236-262.

    Myneni, R.B.,  Yang, W., Nemani, R.R., Huete, A.R., Dickinson, R.E., Knyazikhin, Y., Didan, K., Juarez, R.I.N., Saatchi, S.S., Hashimoto, H., Ichii, K., Shabanov, N.V., Vermote, E.F., Roy, D.P., Wolfe, R.E., Friedl, M., Running, S.W., Votava, P., Saleous, N., Devadiga, S., Su, Y., Salomonson, V.V. (2007). Large Seasonal Swings in Leaf Area of Amazon Rainforests, Proceedings of National Academy of Sciences, Biological Sciences: Ecology, Environmental Sciences, 4820-4823, March 2007.

    Schull, M.A., Ganguly, S., Samanta, A., Huang, D., Shabanov, N.V., Jenkins, J.P., Chiu, J.C., Marshak, A., Blair, J.B., Myneni, R.B., Knyazikhin, Y. (2007). Physical interpretation of the correlation between multi-angle spectral data and canopy height, Geophys. Res. Lett., 34, L18405, doi: 10.1029/2007GL031143.

    Garrigues, S., Shabanov, N.V., Swanson, K., Morisette, J., and Myneni R.B., (2007). Analysis of Uncertainties of LAI Retrievals from LAI-2000, AccuPAR and DHP Optical Instruments over Croplands of Cordoba, Argentina. Agricultural and Forest Meteorology, in revision, January 2007.

    Garrigues, S., Lacaze, R., Baret, F., Morisette, J.T., Weiss, M., Nickeson, J., Fernandes, R., Plummer, S., Shabanov, N.V., Myneni, R., Yang, W., (2007) Validation and Intercomparison of Global Leaf Area Index Products Derived from Remote Sensing Data. Journal of Geophysical Research, in review October 2007.

     

    2006

     

    Ahl, D.E., Gower, S.T., Burrows, S.N., Shabanov, N.V., Myneni, R.B., Knyazikhin, Y., (2006). Monitoring Spring Canopy Phenology of a Deciduous Broadleaf Forest using MODIS. Remote Sensing of Environment, 104: 88-95.

    Huang, D., Yang, W.,  Tan, B., Rautiainen, M., Zhang, P., Hu, J., Shabanov, N.V., Linder, S., Knyazikhin, Y., and Myneni, R.B. (2006). The Importance of Measurement Errors for Deriving Accurate Reference Leaf Area Index Maps for Validation of Moderate-resolution Satellite LAI Products.IEEE Transactions on Geoscience and Remote Sensing, 44(7), 1866-1871.

    Morisette, J.T., Baret, F., Privette, J.L., Myneni, R.B. Nickeson, J.,  Garrigues, S.,Shabanov, N.V., Weiss, M., Fernandes, R., Leblanc, S., Kalacska, M., Sánchez-Azofeifa, G.A., Chubey, M., Rivard, B.,  Stenberg, P., Rautiainen, M., Voipio, P., Manninen, T., Pilant, A., Lewis, T., Iiames, J., Colombo, R., Meroni, M., Busetto, L., Cohen, W., Turner, D., Warner, E.D., Petersen, G.W., Seufert, G., Cook R. (2006), Validation of Global Moderate-Resolution LAI Products: A Framework Proposed within the CEOS Land Product Validation Subgroup. IEEE Transactions on Geoscience and Remote Sensing, 44(7), 1804-1817.

    Yang, W., Stroeve, J.C., Shabanov, N.V., Huang, D., Tan, B., Knyazikhin,Y., Nemani, R.R., Myneni, R.B. (2006). Analysis of Leaf Area Index and Fraction of PAR Absorbed by Vegetation Products from the Terra MODIS Sensor: 2000-2005, IEEE Transactions on Geoscience and Remote Sensing, 44(7), 1829-1842.

    Yang, W., Tan, B., Huang, D., Rautiainen, M., Shabanov, N.V., Wang, Y.,Privette, J.L., Huemmrich, K.F., Fensholt, R, Sandholt, I., Weiss, M., Ahl, D.E., Gower, S.T., Nemani, R.R., Knyazikhin, Y., and Myneni, R.B. (2006). MODIS Leaf Area Index Products: From Validation to Algorithm Improvement.IEEE Transactions on Geoscience and Remote Sensing, 44(7), 1885-1898.

    Yang, W., Shabanov, N.V., Huang, D., Wang, W., Dickinson, R., Nemani, R., Knyazikhin,Y., Myneni, R.B. (2006). Analysis of Leaf Area Index Products from Combination of MODIS Terra and Aqua Data, Remote Sensing of Environment, 104: 297-312.

     

    2005

     

    Shabanov, N.V., Huang, D., Yang, W., Tan, B., Knyazikhin, Y., Myneni, R.B., Ahl, D.E., Gower, S.T., Huete, A., Aragao, L.E., Shimabukuro, Y.E. (2005). Analysis and Optimization of the MODIS LAI and FPAR Algorithm Performance over Broadleaf Forests. IEEE Transactions on Geoscience and Remote Sensing, 43(8): 1855-1865.

    Tan, B., Hu, J., Huang, D., Hu, J., Yang, W., Zhang, P., Shabanov, N.V., Knyazikhin,Y., Nemani, R.R., Myneni, R.B. (2005). Assessment of the Broadleaf Crops Leaf Area Index Product from the Terra MODIS Instrument. Agricultural and Forest Meteorology, 135(1-4): 124-134.

     

    2004

     

    Shabanov, N.V., Lo, K., Gopal, S., Myneni, R.B. (2004). Sub-pixel Burn Detection in Moderate Resolution Imaging Spectroradiometer 500-m Data with ARTMAP Neural Networks.Journal of Geophysical Research-Atmosphere, 110(D03), 111, doi: 10.1029/2004JD005257.

    Kotchenova, S., Song, X., Shabanov, N.V., Potter, C.S., Knyazikhin,Y., Myneni, R.B. (2004). Lidar Remote Sensing for Modeling Gross Primary Production of Deciduous Forests.Remote Sensing of Environment, 92: 158-172.

    Tan, B., Hu, J., Zhang, P., Huang, D., Shabanov, N.V., Weiss, M., Knyazikhin,Y., Myneni, R.B. (2004). Validation of Moderate Resolution Imaging Spectroradiometer Leaf Area Index Product in Croplands of Alpilles, France.Journal of Geophysical Research-Atmosphere, 110(D01), 107, doi: 10.1029/2004JD004860.

     

    2003

     

    Shabanov, N.V., Wang, Y., Buermann, W., Dong, J., Hoffman, S., Smith, G., Tian, Y., Knyazikhin, Y., Myneni, R.B. (2003). Effect of Foliage Spatial Heterogeneity in the Validation of MODIS LAI and FPAR Algorithm over Broadleaf Forests. Remote Sensing of Environment, 85(4): 410-423.

    Hu, J., Tan, B., Shabanov, N.V., Crean, K.A., Martonchik, J.V., Diner, D.J., Knyazikhin,Y., Myneni, R.B. (2003). Performance of the MISR LAI and FPAR Algorithm: A Case Study in Africa.Remote Sensing of Environment, 88: 324-340.

    Kaufmann, R.K., Zhou, L., Myneni, R.B., Tucker, C.J., Slayback, D., Shabanov, N.V., Pinzon, J. (2003). The effect of vegetation on surface temperature: A statistical analysis of NDVI and climate data. Geophysical Research Letters, 30(22), 2147, doi:10.1029/2003GL018251.

    Kaufmann, R.K., Zhou, L., Tucker, C.J., Slayback, D., Shabanov, N.V., Myneni, R.B. (2003). Reply to Comment by M. Lanfredi et al. to “Variations in Northern Vegetation Activity Inferred from Satellite Data of Vegetation Index During 1981–1999” by L. Zhou et al. Journal of Geophysical Research-Atmosphere, 108(D12), 4347, doi: 10.1029/2002JD003287.

    Kotchenova, S., Shabanov, N.V., Knyazikhin,Y., Davis, A.B., Dubayah, R., Myneni, R.B. (2003). Modeling Lidar Waveforms with Time-Dependent Stochastic Radiative Transfer Theory for Remote Estimates of Forest Structure. Journal of Geophysical Research-Atmosphere, 108(D15), 4484, doi: 10.1029/ 2002JD003288.

    Morisette, J.T., Nickeson, J.E., Davis, P., Wang, Y., Tian, Y., Woodcock, C.E., Shabanov, N.V., Hansen, M., Cohen, W.B., Oetter, D.R., and Kennedy, R.E. (2003). The Use of NASA's Commercial Data Purchase Program in Support of MODIS Land Validation,Remote Sens. Environ., 88(1-2):100-110

     

    2002

     

    Shabanov, N.V., Zhou, L., Knyazikhin, Y., Tucker C.J., Myneni, R.B. (2002). Analysis of Interannual Changes in Northern Vegetation Activity Observed in AVHRR Data During 1981 to 1994. IEEE Transactions on Geoscience and Remote Sensing, 40(1): 115-130.

    Kaufmann, R.K., Zhou, L., Tucker, C.J., Slayback, D., Shabanov, N.V., Myneni, R.B. (2002). Reply to Comment on “Variations in Northern Vegetation Activity Inferred from Satellite Data of Vegetation Index During 1981–1999” by J. R. Ahlbeck. Journal of Geophysical Research-Atmosphere, 107(D11), doi: 10.1029/2001JD001516.

    Tian, Y., Woodcock, C.E., Wang, Y., Privette, J., Shabanov, N.V., Zhou, L., Zhang, Y., Buuermann, W., Dong, J., Veikkanen, B., Hame, T., Anderson, K., Ozdogan, M., Knyazikhin, Y., Myneni, R.B. (2002). Multiscale Analysis and Validation of the MODIS LAI Product over Maun, Botswana. I. Uncertainty Assessment.  Remote Sensing of Environment, 83: 414-430.

    Tian, Y., Woodcock, C.E., Wang, Y., Privette, J., Shabanov, N.V., Zhou, L., Zhang, Y., Buuermann, W., Dong, J., Veikkanen, B., Hame, T., Anderson, K., Ozdogan, M., Knyazikhin, Y., Myneni, R.B. (2002). Multiscale Analysis and Validation of the MODIS LAI Product over Maun, Botswana. II. Sampling Strategy.Remote Sensing of Environment, 83: 431-441.

    Zhang, Y., Shabanov, N.V., Knyazikhin, Y., Myneni, R.B. (2001). Assessing Information Content of Multiangle Satellite Data for Mapping Biomes. II Theory. Remote Sensing of Environment, 80: 1-12.

     

    2001

     

    Zhou, L., Tucker C.J., Kaufmann, R.K., Slayback, D., Shabanov, N.V., Myneni, R.B. (2001). Variations in Northern Vegetation Activity Inferred from Satellite data of Vegetation Index during 1981 to 1999. Journal of Geophysical Research-Atmosphere, 106(D17): 20,069-20,083.

     

    2000

     

    Shabanov, N.V., Knyazikhin, Y., Baret, F., Myneni, R.B. (2000). Stochastic Modeling of Radiation Regime in Discontinuous Vegetation Canopies. Remote Sensing of Environment, 74(1): 125-144.

    Kaufmann, R.K., Zhou, L., Knyazikhin, Y., Shabanov, N.V., Myneni, R.B., Tucker C.J. (2000). Effect of Orbital Drift and Sensor Changes on the Time Series of AVHRR Vegetation Index Data. IEEE Transactions on Geoscience Remote Sensing, 38(6): 2,584-2,597.


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