V. M. Krasnopolsky and H. Schiller, 2003: "Some Neural Network Applications
in Environmental Sciences. Part I: Forward
and Inverse Problems in Geophysical Remote Measurements", Neural Networks,
in press
V. M. Krasnopolsky and F. Chevallier, 2003: "Some Neural Network
Applications in Environmental Sciences. Part II:
Advancing Computational Efficiency of Environmental Numerical Models",
Neural Networks, in press
V. M. Krasnopolsky, D. V. Chalikov, and H. L. Tolman, 2002: "A Neural
Network Technique to Improve Computational
Efficiency of Numerical Oceanic Models", Ocean Modelling, v. 4, 363-383
V.M. Krasnopolsky and F. Chevallier, 2001: "Some neural network applications
in environmental sciences: Advancing
computational efficiency of environmental numerical models", Technical
Memorandum No. 359, European Centre for
Medium-Range Weather Forecast
Krasnopolsky, V., D. Chalikov, and H. Tolman, 2000: A
neural network approach to parametrizing
nonlinear
interactions in wind wave models, The Fourth International Symposium
on Ocean Wave
Measurement and Analysis, September 3-5, 2001, San Francisco,
California (submitted)
V.M. Krasnopolsky, D. Chalikov, L. C. Breaker, and D. Rao, 2000, Application
of neural networks
for efficient
calculation of sea water density or salinity from the UNESCO equation of
state. Proceedings,
Second Conference on Artificial Intelligence, AMS, Long Beach, CA,
9-14 January, 2000, pp. 27-30
NEURAL NETWORKS, REMOTE SENSING
V.M. Krasnopolsky and W.H. Gemmill,, 2000, Neural network multi-parameter
algorithms to retrieve
atmospheric and oceanic parameters from satellite data., Proceedings,
Second Conference on Artificial
Intelligence, AMS, Long Beach, CA, 9-14 January, 2000, pp. 73-76
Krasnopolsky, V.M. , W. H. Gemmill, and L. C. Breaker, 1998: A
Neural Network Multi-Parameter
Algorithm
SSM/I Ocean Retrievals: Comparisons and Validations ,Technical Note,
OMB Contribution
No. 159, NOAA/NCEP/EMC; Remote Sensing of Environment,2000,
Vol. 73, pp. 133-142
Krasnopolsky, V.M., W.H. Gemmill, and L.C. Breaker, "A
multi-parameter empirical ocean algorithm
for SSM/I
retrievals",Technical Note, OMB Contribution No. 154, NOAA/NCEP/EMC,1998,
Canadian Journal of Remote Sensing,, Vol. 25, No. 5, pp. 486-503,
1999
NEURAL NETWORKS, REMOTE SENSING, MARINE METEOROLOGY
Gemmill, W.H. and V.M. Krasnopolsky, "The
Use of SSM/I Data in Operational Marine Analisis",
1999, Weather and Forecasting, Vol. 14, No.5, pp. 789-800
NEURAL NETWORKS, REMOTE SENSING
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NEURAL NETWORKS, REMOTE SENSING
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NEURAL NETWORKS, REMOTE SENSING
Bankert, R.L., 1994: Cloud Pattern Identification as Part of an Automated
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NEURAL NETWORKS, REMOTE SENSING
Bankert, R.L., 1993: A Probabilistic Neural Network Approach to Cloud
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NEURAL NETWORKS, REMOTE SENSING
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Determination of Spatial and Temporal Characteristics as
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NEURAL NETWORKS, REMOTE SENSING, TROPICAL METEOROLOGY
May, D.A., J. Sandidge, R. Holyer, and J.D. Hawkins,
1997: SSM/I Derived Tropical Cyclone Intensities. Proceedings,
22nd Conference on Hurricanes and Tropical Meteorology,
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NEURAL NETWORKS, REMOTE SENSING
Miller S.W. and W.J. Emery, 1997: An Automated Neural
Network Cloud Classifier for Use over Land and Ocean
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NEURAL NETWORKS, REMOTE SENSING
Krasnopolsky, V.M., L.C. Breaker, and W.H. Gemmill, "A Neural Network
as a Nonlinear
Transfer Function Model for Retrieving Surface Wind Speeds from the
Special Sensor
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NEURAL NETWORKS, REMOTE SENSING
Peak, J.E. and P.M. Tag, 1994: Segmentation of Satellite
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NEURAL NETWORKS, EXPERT SYSTEMS, REMOTE SENSING
Peak, J.E. and P.M. Tag, 1994: Further Progress in an
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NEURAL NETWORKS, EXPERT SYSTEMS, REMOTE SENSING
Peak, J.E. and P.M. Tag, 1992: Toward Automated
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Bankert, R. L., 1994. ?Cloud Classification of AVHRR Imagery
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NEURAL NETWORKS - WIND VELOCITY PROFILES FROM METEOROLOGICAL SATELLITE
DATA
Cogan, J., W. Gutman, E. Measure, D. Bustamante, and G. Vaucher, 1998.
?Neural Network Methods for Wind Velocity
Profiles from Satellite Data,? submitted to FUSION98: First International
Conference on Multisource-Multisensor Data
Fusion, July 6-9, Las Vegas, NV.
Cogan, J., W. Gutman, E. Measure, G. Vaucher, and D. Bustamante, 1998.
?A Preliminary Method for ?Direct? Extraction of
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Meteorological Society First Conference on
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NEURAL NETWORKS - TEMPERATURE PROFILE RETRIEVAL FROM METEOROLOGICAL
SATELLITE DATA
Pearson, Robert A. and Donald D. Bustamante, 2000. "Generalisation
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on Artificial Intelligence in Science and Technology, Hobart, Tasmania,
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The Hague, Netherlands.
Pearson, Robert A. and Donald D. Bustamante, 1998. "Improving
Error Structure in Temperature Profile Retrievals from Satellite
Observations," AIRIES'98: Artificial Intelligence Research in Environmental
Sciences, October 21-23, Victoria, B.C.
Bustamante, Donald D. and Robert A. Pearson, 1998. "Effects of
Cloud Contamination on Neural Network Retrieved Temperature Profiles,"
AIRIES'98: Artificial Intelligence Research in Environmental Sciences,
October 21-23, Victoria, B.C.
Pearson, Robert A. and Donald D. Bustamante, 1998. "Analysis of
Error Structure in Neural Network Retrieved Temperature Profiles,"
Proceedings FUSION98: First International Conference on Multisource-Multisensor
Data Fusion, July 6-9, Las Vegas, NV.
Cogan, J., W. Gutman, E. Measure, D. Bustamante, and G. Vaucher, 1998.
"Neural Network Methods for Wind Velocity Profiles from Satellite
Data," submitted to FUSION98: First International Conference on Multisource-Multisensor
Data Fusion, July 6-9, Las Vegas, NV.
Measure, Edward M., James Cogan, Gail Vaucher, William Gutman,
Richard Okrasinski, and Don Bustamante, 1998. "Neural Network Data
Fusion for Retrieval of Atmospheric Temperature Profiles from Satellite
and Surface Based Radiometry," submitted to FUSION98: First International
Conference on Multisource-Multisensor Data Fusion, July 6-9, Las
Vegas, NV.
Bustamante, Donald D. and Arthur Dudenhoeffer, 1992. "A Survey
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Bustamante, Donald D. and Robert A. Pearson, 1998. "Effects of
Cloud Contamination on Neural Network Retrieved
Temperature Profiles," AIRIES'98: Artificial Intelligence Research
in Environmental Sciences, October 21-23, Victoria,
B.C.
Bustamante, Donald D., Arthur W. Dudenhoeffer, and James L. Cogan, 1994.
?Development of a Rawinsonde-Trained
Neural Network for Retrieving Atmospheric Thermal Profiles,?
Accepted by the 1994 Battlefield Atmospherics Conference.
Bustamante, Donald D., Arthur W. Dudenhoeffer, and James L. Cogan, 1994.
?Comparison of Neural Network-Derived
Thermal Profiles with Rawinsonde Data?, Preprints American Meteorological
Society 7th Conference on Satellite
Meteorology, 1994, pp, 509-511.
Bustamante, Donald D., Arthur W. Dudenhoeffer, and James L. Cogan, 1994.
?Retrieval of Atmospheric Thermal Profiles
from Meteorological Satellite Soundings Using Neural Networks,?
Proceedings SPIE International Symposium on Optical
Engineering in Aerospace Sensing: Applications of Neural Networks
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Bustamante, Donald D., Arthur W. Dudenhoeffer, and James L. Cogan, 1993.
"Neural Network Retrieval of Atmospheric
Parameters from Meteorological Satellites Using TOVS Data," Proc. 1993
Battlefield Atmospherics Conference, Las Cruces, NM, In Press.
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?Results and Implications of Neural Network
Retrievals of Satellite Temperature Soundings,? BattleSpace Atmospherics
Conference, San Diego, CA.
Bustamante, Donald D., James L. Cogan, and Arthur W. Dudenhoeffer, 1996.
?Analysis of Neural Network Derived
Atmospheric Profiles,? Proc. IASTED International Conference on Modeling,
Simulation and Optimization, May 6-9, Gold
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Network Temperature Profile Retrieval Sensitivity Analysis,?
American Meteorological Society First Conference on
Artificial Intelligence, January 11-16, Phoenix, AZ.
Measure, Edward M., James Cogan, Gail Vaucher, William Gutman, Richard
Okrasinski, and Don Bustamante, 1998.
?Neural Network Data Fusion for Retrieval of Atmospheric Temperature
Profiles from Satellite and Surface Based
Radiometry,? submitted to FUSION98: First International Conference
on Multisource-Multisensor Data Fusion, July 6-9, Las Vegas, NV.
Measure, Edward M., James Cogan, Gail Vaucher, William Gutman, Richard
Okrasinski, and Don Bustamante, 1998,?
American Meteorological Society First Conference on Artificial Intelligence,
January 11-16, Phoenix, AZ.
Pearson, Robert A. and Donald D. Bustamante, 1998. ?Analysis of
Error Structure in Neural Network Retrieved
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NNs TO METEOROLOGY
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and data analysis in meteorology and oceanography.
Bull. Amer. Met. Soc. 79: 1855-1870.
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Last modified November, 2000 by Vladimir Krasnopolsky