Prof. David Lary
Associate Professor, The University of Texas at DallasRichardson, Texas, United States
Research field: Earth Sciences - Atmospheric Sciences
Societal applications, Remote Sensing, Machine Learning, Data Assimilation
PM2.5
Publications
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Book Section (5)
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D. J. Lary (2010) Artificial Intelligence in Aerospace, 1-24. In Aerospace Technologies Advancements.Download PDF (3.63 MB)
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D. J. Lary (2010) Artificial Intelligence in Geoscience and Remote Sensing, 105-128. In Geoscience and Remote Sensing, New Achievements.Download PDF (3.63 MB)Download PDF (3.63 MB)
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D. J. Lary (2008) Objectively Optimized Earth Observing Systems, 320. In Intelligent Aerial Vehicles.Download PDF (1.44 MB)Download PDF (4.49 MB)
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D. J. Lary, A. Koratkar (2007) Data Assimilation and Objectively Optimized Earth Observation, 293-310. In Advances in Science: Earth Science.Download PDF (1.98 MB)
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D. J. Lary, G. D. Carver, J. A. Pyle (1992) A 3-Dimensional Model Study of Chemistry in the Lower Stratosphere, 331-337. In Middle and Upper Atmosphere Results.
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Computer Program (5)
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A Noelle, G K Hartmann, D. J. Lary et al. (2010) UV/Vis Spectra Data Base.
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A. Noelle, G. K. Hartmann, A. Fahr et al. (2008) UV/Vis Spectra Data Base.
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A. Noelle, G. K. Hartmann, D. J. Lary et al. (2007) UV/Vis Spectra Data Base.
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D. J. Lary (2006) AutoChem.
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A. Noelle, G. K. Hartmann, D. J. Lary et al. (2005) UV/Vis Spectra Data Base.
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Conference Proceedings (18)
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D. J. Lary, A. Nikitkov, D. N. Stone (2010) Which Machine-Learning Models Best Predict Online Auction Seller Deception Risk?. In 2010 American Accounting Association (AAA) Strategic and Emerging Technologies.Download PDF (910.35 KB)
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G. G. Leptoukh, C. Lynnes, P. A. Fox et al. (2009) Multi-Sensor Data Synergy Advisor. In Eos Trans. AGU 90 (52).Download PDF (3.06 MB)
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D. J. Lary (2007) An Objectively Optimized Earth Observing System, 2345-2347. In 2007 IEEE Aerospace Conference, Vols 1-9.Download PDF (495.13 KB)
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D. J. Lary (2007) Autonomous Objectively Optimized Observing Systems, 1374-1376. In IGARSS: 2007 IEEE International Geoscience and Remote Sensing Symposium, Vols 1-12 - Sensing and Understanding Our Planet.
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D. J. Lary (2007) The First Multi-Constituent Kalman Filter Analysis of Atmospheric Chemistry from 1991-2007. In 14th Conference on Middle Atmosphere.
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D. J. Lary (2007) Using Neural Networks for Instrument Cross-Calibration. In Eos Trans. AGU 88 (52).
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S. M. Yanagi, M. H. Costa, T. Schmugge et al. (2006) A Comparison of Remotely Sensed Land Surface Albedo Products for the Amazon Tropical Rainforest. In Eos Trans. AGU, 87 (36).
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L. C. Sparling, A. Swerdlow, D. J. Lary (2006) A New Asymptotic Method for Non-Coincident Satellite Data Validation. In Eos Trans. AGU 87 (36).
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H. Y. Mussa, D. J. Lary, R. C. Glen (2006) Building structure-property predictive models using data assimilation, 64-73. In Computational Life Sciences II, Proceedings.
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D. J. Lary, G. G. Leptoukh, L. Yurganov et al. (2006) Determining length scales of spatial variability. In Eos Trans. AGU 87 (36).
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Journal Article (53)
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M. C. Cooke, S. R. Utembe, P. G. Carbajo et al. (2010) Impacts of formaldehyde photolysis rates on tropospheric chemistry, n/a-n/a. In Atmospheric Science Letters 11 (1).Download PDF (382.18 KB)
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D. J. Lary, L. A. Remer, D. MacNeill et al. (2009) Machine Learning and Bias Correction of MODIS Aerosol Optical Depth, 694-698. In IEEE Geoscience and Remote Sensing Letters 6 (4).Download PDF (671.65 KB)
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M. E. Brown, D. J. Lary, A. Vrieling et al. (2008) Neural networks as a tool for constructing continuous NDVI time series from AVHRR and MODIS, 7141-7158. In International Journal of Remote Sensing 29 (24).Download PDF (1.6 MB)
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M. R. Schoeberl, A. R. Douglass, P. A Newman et al. (2008) QBO and annual cycle variations in tropical lower stratosphere trace gases from HALOE and Aura MLS observations. In Journal of Geophysical Research 113 (D5).Download PDF (3.74 MB)
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D. J. Lary, O. Aulov (2008) Space-based measurements of HCl: Intercomparison and historical context. In Journal of Geophysical Research 113 (D15).Download PDF (2.43 MB)
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H. Bae, S.-H. Kim, M. S. Kim et al. (2008) The drought response of Theobroma cacao (cacao) and the regulation of genes involved in polyamine biosynthesis by drought and other stresses., 174-88. In Plant physiology and biochemistry : PPB / Société française de physiologie végétale 46 (2).Download PDF (1.37 MB)
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C. P. Loughner, D. J. Lary, L. C. Sparling et al. (2007) A Method to Determine the Spatial Resolution Required to Observe Air Quality From Space, 1308-1314. In IEEE Transactions on Geoscience and Remote Sensing 45 (5).Download PDF (341.23 KB)
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D. J. Lary, D. W. Waugh, A. R. Douglass et al. (2007) Variations in stratospheric inorganic chlorine between 1991 and 2006. In Geophysical Research Letters 34 (21).Download PDF (3.55 MB)
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D. J. Lary, L. Lait (2006) Using probability distribution functions for satellite validation, 1359-1366. In IEEE Transactions on Geoscience and Remote Sensing 44 (5).Download PDF (683.92 KB)
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W. A. Lahoz, R. Brugge, D. R. Jackson et al. (2005) An observing system simulation experiment to evaluate the scientific merit of wind and ozone measurements from the future SWIFT instrument, 503-523. In Quarterly Journal of the Royal Meteorological Society 131 (606).Download PDF (517.21 KB)
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Thesis (1)
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D. J. Lary (1991) Photochemical studies with a three-dimensional model of the atmosphere..
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Awards and Grants
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May 2010A Global Context for Health Issues Using Remote Sensing Data
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Sep 2009AeroStat: Online Platform for the Statistical Inter-comparison of Aerosols
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Sep 2009Characterizing Pelagic Habitats within U.S. Gulf of Mexico Coastal Waters Using Satellite Derived Da
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Sep 2009Chemical Modeling Studies with Aura MLS Measurements Addressing Partitioning, Consistency, and Long-
Biographical Information
Bio: David Lary completed his education in the United Kingdom. He received a First Class Double Honors B.Sc. in Physics and Chemistry from King’s College London (1987) with the Sambrooke Exhibition Prize in Natural Science, and a Ph.D. in Atmospheric Chemistry from the University of Cambridge, Churchill College (1991). His thesis described the first chemical scheme for the ECMWF numerical weather prediction model. David then held post-doctoral research assistant and associate positions at Cambridge University until receiving a Royal Society University Research Fellowship in 1996 (also at Cambridge). The Royal Society is the world’s oldest scientific academy, founded in 1660. From 1998 to 2000 David held a joint position at Cambridge and the University of Tel-Aviv as a senior lecturer and Alon fellow. An Alon Fellow is the highest award Israel can give a young scientist. In 2000 the chief scientific adviser to the British Prime Minister and Head of the British Office of Science and Technology, Professor Sir David King, recommended David to be appointed as a Cambridge University lecturer in Chemical Informatics. In 2001 David joined UMBC/GEST as the first distinguished Goddard fellow in earth science at the invitation of Richard Rood. His automatic code generation software, AutoChem, has received five NASA awards and has been recommended for the NASA Software of the Year Award. David is currently involved with NASA Aura validation using probability distribution functions and chemical data assimilation, neural networks for accelerating atmospheric models, the use of Earth Observing data for health and policy applications, and the optimal design of Earth Observing Systems. The thread running through all the research is the use of observation and automation to facilitate scientific discovery. His application of machine learning to bias detection and proxy inference led to the creation of the first global seamless record of atmospheric chlorine and received recognition as a NASA Aura mission science highlight, was selected as NASA GSFC Atmospheric Chemistry and Dynamics Branch selected publication, and a JCET science highlight. David has received three prestigious fellowships, four editorial commendations, around five million dollars in research funding, six NASA awards, and has seventy-one publications with over a thousand citations in the peer-reviewed literature with a Hirsch Index of sixteen and on average 20.2 citations per publication.
CV
Professional Experience
May 2010 - Present
Jul 2008 - Present
Full Research Professor/Senior Research Scientist at
Software Integration and Visualization Office, NASA Goddard Space Flight Center
Greenbelt, Maryland, United States
Classes taught:
Computational Physics
Research Projects
Greenbelt, Maryland, United States
Classes taught:
Computational Physics
Research Projects
Jun 2006 - Jun 2008
Full Research Professor/Senior Research Scientist at
Atmospheric Chemistry and Dynamics Branch, NASA Goddard Space Flight Center
Greenbelt, Maryland, United States
Classes taught:
Research Projects
Greenbelt, Maryland, United States
Classes taught:
Research Projects
Oct 2002 - Jun 2006
Senior Research Scientist at
Global Modeling and Assimilation Office, NASA Goddard Space Flight Center
Greenbelt, Maryland, United States
Classes taught:
Research Projects
Greenbelt, Maryland, United States
Classes taught:
Research Projects
Oct 2001 - Oct 2002
First Distinguished Goddard Fellow in Earth Science at
Global Modeling and Assimilation Office, NASA Goddard Space Flight Center
Greenbelt, Maryland, United States
Greenbelt, Maryland, United States
Sep 2000 - Oct 2001
University Lecturer in Chemical Informatics at
University of Cambridge
Cambridge, United Kingdom
Cambridge, United Kingdom
Sep 1998 - Sep 2000
Senior Lecturer and Alon Fellow at
University of Tel-Aviv, Department of Geophysics and Planetary Space Science
Tel Aviv-Yafo, Israel
Classes taught:
Atmospheric Chemistry & Climate Change
Scientific Writing
Tel Aviv-Yafo, Israel
Classes taught:
Atmospheric Chemistry & Climate Change
Scientific Writing
Sep 1996 - Sep 2002
Royal Society University Research Fellow at
University of Cambridge, Department of Biochemistry
Cambridge, United Kingdom
Classes taught:
Research Projects
Cambridge, United Kingdom
Classes taught:
Research Projects
Sep 1994 - Sep 1996
Post Doctoral Research Associate at
University of Cambridge, Department of Chemistry
Cambridge, United Kingdom
Cambridge, United Kingdom
Jan 1991 - Sep 1994
Post Doctoral Research Assistant at
University of Cambridge, Department of Biochemistry
Cambridge, United Kingdom
Cambridge, United Kingdom
Education
Sep 1987 - Jan 1991
Department of Chemistry and Churchill College, University of Cambridge
in Cambridge, United Kingdom
PhD
PhD
Sep 1984 - Jul 1987
King's College, London
in London, United Kingdom
First Class Double Honors BSc. In Physics & Chemistry
First Class Double Honors BSc. In Physics & Chemistry
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