Publications by Year

2020

Hobbs, J., Braverman, A., Teixeira, J., and Gunson, M. (2020). “Post hoc Uncertainty Quantification for Remote Sensing Observing Systems,” SIAM/ASA Jour. Uncert. Quantification. Submitted. Download.

Cawse-Nicholson, K., Braverman, A., Kang, Emily L., Li, M., Johnson, M., Halverson, G., Anderson, M., Haind, C., Gunson, M., and and Hook, S. (2020). “Sensitivity and uncertainty quantification for the ECOSTRESS evapotranspiration algorithm – DisALEXI,” International Journal on Applied Earth Observations and Geoinformation. Download.

Ma, P. and Kang, E.L. (2020). “A Fused Gaussian Process Model for Very Large Spatial Data,” Journal of Computational and Graphical Statistics, pp. 1-11. Download.

2019

Ma, P. and Kang, E.L. (2019). “Spatio-Temporal Data Fusion for Massive Sea Surface Temperature Data from MODIS and AMSR-E Instruments,” Environmetrics, 31. Download.

Ma, P., Kang, E.L., Braverman, A.J., and and Nguyen, H.M. (2019). “Spatial Statistical Downscaling for Constructing High-resolution Nature Runs in Global Observing System Simulation Experiments,” Technometrics, 61(3), pp. 322-340. Download.

Johnson, M., Caragea, P.C., Meiring, W., Jeganathan, C., Atkinson, P.M. (2019). “Bayesian Dynamic Linear Models for Estimation of Phenological Events from Remote Sensing Data,” JABES, 24(1). Download.

Guan, Y., Johnson, M., Katzfuss, M., Mannshardt-Hawk, E., Messier, K. P., Reich, B. J., Song, J. J. (2019). “Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles,” JASA Applications & Case Studies. To appear. Download.

Reehl, S., Stanfill, B., Johnson, M., Browning, N. B, Mehdi, B. L., Bramer, L. (2019). “Event detection for undersampled electron microscopy experiments: A control chart case study,” Quality Engineering. To appear.

Duren, Riley M, Thorpe, Andrew K, Foster, Kelsey T, Rafiq, Talha, Hopkins, Francesca M, Yadav, V, Bue, Brian D, Thompson, David R, Conley, Stephen, Colombi, Nadia K, and others (2019). “California's methane super-emitters,” Nature, 575(7781), pp. 180–184, Nature Publishing Group.

Yadav, V, Duren, Riley, Mueller, Kim, Verhulst, Kristal R, Nehrkorn, Thomas, Kim, Jooil, Weiss, Ray F, Keeling, Ralph, Sander, Stanley, Fischer, Marc L, and others (2019). “Spatio-temporally resolved methane fluxes from the Los Angeles Megacity,” Journal of Geophysical Research: Atmospheres, 124(9), pp. 5131–5148.

Bogue, Robert R, Schwandner, Florian M, Fisher, Joshua B, Pavlick, Ryan, Magney, Troy S, Famiglietti, Caroline A, Cawse-Nicholson, Kerry, Yadav, V, Linick, Justin P, North, Gretchen B, and others (2019). “Plant responses to volcanically elevated CO 2 in two Costa Rican forests,” Biogeosciences, 16(6), pp. 1343–1360, Copernicus GmbH.

Ware, John, Kort, Eric A, Duren, Riley, Mueller, Kimberly L, Verhulst, Kristal, and Yadav, V (2019). “Detecting urban emissions changes and events with a near-real-time-capable inversion system,” Journal of Geophysical Research: Atmospheres.

Lei Hu, Arlyn E. Andrews, Kirk W. Thoning, Colm Sweeney, John B. Miller, Anna M. Michalak, Ed Dlugokencky, Pieter P. Tans, Yoichi P. Shiga, Marikate E Mountain, Thomas Nehrkorn, Stephen A. Montzka, K. Mckain, Jonathan Kofler, Michael Trudeau, Sylvia E. Michel, Sebastien C. Biraud, Marc L. Fischer, Doug E. J. Worthy, Bruce H. Vaughn, James W. C. White, Vineet Yadav, Sourish Basu, and Ivar R. van der Velde (2019). “Enhanced North American carbon uptake associated with El Nino,” Science advances, 5(6), American Association for the Advancement of Science.

He, Liyin, Zeng, Zhao-Cheng, Pongetti, Thomas J, Wong, Clare, Liang, Jianming, Gurney, Kevin R, Newman, Sally, Yadav, V, Verhulst, Kristal, Miller, Charles E, and others (2019). “Atmospheric methane emissions correlate with natural gas consumption from residential and commercial sectors in Los Angeles,” Geophysical Research Letters, 46(14), pp. 8563–8571.

Parazoo, Nicholas C, Frankenberg, Christian, Köhler, Philipp, Joiner, Joanna, Yoshida, Yasuko, Magney, Troy, Sun, Ying, and Yadav, V (2019). “Towards a Harmonized Long-Term Spaceborne Record of Far-Red Solar-Induced Fluorescence,” Journal of Geophysical Research: Biogeosciences, 124(8), pp. 2518–2539.

Cui, Yuyan, Vijayan, Abhilash, Falk, Matthias, Hsu, Ying-Kuang, Yin, Dazhong, Chen, Xuemeng, Zhao, Zhan, Avise, Jeremy, Chen, Yanju, Verhulst, Kristal, Duren, Riley, Yadav, Vineet, Miller, Charles, Weiss, Ray, Keeling, Ralph, Kim, Jooil, Iraci, Laura, Tanaka, Tomoaki, Johnson, Matthew, and Croes, Bart (2019). “A Multiplatform Inversion Estimation of Statewide and Regional Methane Emissions in California during 2014-2016,” Environmental Science & Technology, 53, pp.

2018

Shiga, Yoichi P, Tadic, Jovan M, Qiu, Xuemei, Yadav, V, Andrews, Arlyn E, Berry, Joseph A, and Michalak, Anna M (2018). “Atmospheric CO2 observations reveal strong correlation between regional net biospheric carbon uptake and solar-induced chlorophyll fluorescence,” Geophysical Research Letters, 45(2), pp. 1122–1132.

Gourdji, SM, Yadav, V, Karion, A, Mueller, KL, Conley, S, Ryerson, T, Nehrkorn, T, and Kort, EA (2018). “Reducing errors in aircraft atmospheric inversion estimates of point-source emissions: the Aliso Canyon natural gas leak as a natural tracer experiment,” Environmental Research Letters, 13(4), p. 045003, IOP Publishing.

Mueller, K, Yadav, V, Lopez-Coto, I, Karion, A, Gourdji, S, Martin, C, and Whetstone, J (2018). “Siting background towers to characterize incoming air for urban greenhouse gas estimation: a case study in the Washington, DC/Baltimore area,” Journal of Geophysical Research: Atmospheres, 123(5), pp. 2910–2926.

2017

Nguyen, Hai, Cressie, Noel, and Braverman, Amy (2017). “Multivariate Spatial Data Fusion for Very Large Remote Sensing Datasets,” Remote Sensing, 9, p. 142. Download.

Hobbs, J., Braverman, A., Cressie, N., Granat, R., and Gunson, M. (2017). “Simulation-Based Uncertainty Quantification for Estimating Atmospheric CO2 from Satellite Data,” SIAM/ASA Journal on Uncertainty Quantification, 5(1), pp. 956-985. Download.

2016

Soares D., Lee H., Loikith P., Barkhordarian A., and Mechoso C.R. (2016). “Can significant trends in surface air temperature and precipitation be detected over South America?,” International Journal of Climatology.

Verhulst, Kristal, Karion, Anna, Kim, Jooil, Salameh, Peter, Keeling, Ralph, Newman, Sally, Miller, John, Sloop, Christopher, Pongetti, Thomas, Rao, Preeti, Wong, Clare, Hopkins, Francesca, Yadav, Vineet, Weiss, Ray, Duren, Riley, and Miller, Charles (2016). “Carbon Dioxide and Methane Measurements from the Los Angeles Megacity Carbon Project: 1. Calibration, Urban Enhancements, and Uncertainty Estimates,” Atmospheric Chemistry and Physics Discussions, pp. 1-61.

Caroline B Alden, J. B. Miller, Luciana V. Gatti, Manuel Gloor, Kaiyu Guan, Anna M. Michalak, Ingrid T van der Laan-Luijkx, Danielle Touma, Arlyn E. Andrews, Luana Santamara Basso, Caio S. C. Correia, Lucas G. Domingues, Joanna Joiner, Maarten C. Krol, Alexei I. Lyapustin, Wouter Peters, Yoichi P. Shiga, Kirk Thoning, Ivar R van der Velde, Thijs T van Leeuwen, Vineet Yadav, and Noah S Diffenbaugh (2016). “Regional atmospheric CO2 inversion reveals seasonal and geographic differences in Amazon net biome exchange,” Global change biology, 22(10), pp. 3427-43.

Yadav, V, Michalak, Anna M, Ray, Jaideep, and Shiga, Yoichi P (2016). “A statistical approach for isolating fossil fuel emissions in atmospheric inverse problems,” Journal of Geophysical Research: Atmospheres, 121(20), pp. 12–490.

Yadav, V and Michalak, Anna M (2016). “Improving the computational efficiency of sparse matrix multiplication in linear atmospheric inverse problems,” Geosci. Model Dev. Discuss, 204.

Bloom, A Anthony, Lauvaux, Thomas, Worden, John, Yadav, V, Duren, Riley, Sander, Stanley P, and Schimel, David S (2016). “What are the greenhouse gas observing system requirements for reducing fundamental biogeochemical process uncertainty? Amazon wetland CH 4 emissions as a case study,” Atmospheric Chemistry and Physics, 16(23), pp. 15199–15218, Copernicus GmbH.

2015

Moores, J. E., Lemmon, M. T., Kahanpää, H., Rafkin, S. C. R., Francis, R., Pla-Garcia, J., Bean, K., Haberle, R., Newman, C., Mischna, M., Vasavada, A. R., de la Torre Juárez, M., Rennó, N., Bell, J., Calef, F., Cantor, B., Mcconnochie, T. H., Harri, A.-M., Genzer, M., Wong, M. H., Smith, M. D., Mart\'\in-Torres, F. J., Zorzano, M.-P., Kemppinen, O., and McCullough, E. (2015). “Observational evidence of a suppressed planetary boundary layer in northern Gale Crater, Mars as seen by the Navcam instrument onboard the Mars Science Laboratory rover,” Icarus, 249, pp. 129-142.

Newsom, H. E., Mangold, N., Kah, L. C., Williams, J. M., Arvidson, R. E., Stein, N., Ollila, A. M., Bridges, J. C., Schwenzer, S. P., King, P. L., Grant, J. A., Pinet, P., Bridges, N. T., Calef, F., Wiens, R. C., Spray, J. G., Vaniman, D. T., Elston, W. E., Berger, J. A., Garvin, J. B., and Palucis, M. C. (2015). “Gale crater and impact processes - Curiosity's first 364 Sols on Mars,” Icarus, 249, pp. 108-128.

Warner, N. H., Gupta, S., Calef, F., Grindrod, P., Boll, N., and Goddard, K. (2015). “Minimum effective area for high resolution crater counting of martian terrains,” Icarus, 245, pp. 198-240.

Hobbs, J. M. (2015). “Uncertainty Quantification for Remote Sensing Retrievals: Monte Carlo Experiments for OCO-2,” (section seminar). Download (CL#15-5287).

Power, M. L. and Hobbs, J. M. (2015). “A Comparative Analysis of Financial Professionals' Perception of the Level of Graduating Business Student Retirement Planning Familiarity, Motivation, and Preparedness,” Risk Management and Insurance Review, 18(2), pp. 273-295.

Morton, L. W., Hobbs, J., Arbuckle, J. G., Jr., and Loy, A. (2015). “Upper Midwest Climate Variations: Farmer Responses to Excess Water Risks,” Journal of Environmental Quality, 44(3), pp. 810-822.

Loikith, P. C., Waliser, D. E., Lee, H., Kim, J., Neelin, J. D., Lintner, B. R., McGinnis, S., Mattmann, C. A., and Mearns, L. O. (2015). “Surface Temperature Probability Distributions in the NARCCAP Hindcast Experiment: Evaluation Methodology, Metrics, and Results,” Journal of Climate, 28(3), pp. 978-997.

Lee, H., Kim, J., Waliser, D. E., Loikith, P. C., Mattmann, C. A., and McGinnis, S. (2015). “Using joint probability distribution functions to evaluate simulations of precipitation, cloud fraction and insolation in the North America Regional Climate Change Assessment Program (NARCCAP),” Climate Dynamics, 45(1-2), pp. 309-323.

Tadic, Jovan M, Qiu, Xuemei, Yadav, V, and Michalak, Anna M (2015). “Mapping of satellite Earth observations using moving window block kriging,” Geoscientific Model Development, 8(10), pp. 3311–3319, Copernicus GmbH.

Ray, J, Lee, J, Yadav, V, Lefantzi, S, Michalak, AM, Waanders, Bloemen, and others (2015). “A sparse reconstruction method for the estimation of multi-resolution emission fields via atmospheric inversion,” Geoscientific Model Development, 8(4), pp. 1259–1273, Copernicus GmbH.

Yadav, V. (2015). “Real-time Modeling and Software Framework for Estimating Greenhouse Gas Emissions,” (section seminar). Download (CL#15-5676).

2014

Nguyen, Hai, Katzfuss, Matthias, Cressie, Noel, and Braverman, Amy (2014). “Spatio-Temporal Data Fusion for Very Large Remote Sensing Datasets,” Technometrics, 56(2), pp. 174-185. Download.

Bridges, N. T., Calef, F. J., Hallet, B., Herkenhoff, K. E., Lanza, N. L., Le Mouélic, S., Newman, C. E., Blaney, D. L., Pablo, M. A., Kocurek, G. A., Langevin, Y., Lewis, K. W., Mangold, N., Maurice, S., Meslin, P.-Y., Pinet, P., Renno, N. O., Rice, M. S., Richardson, M. E., Sautter, V., Sletten, R. S., Wiens, R. C., and Yingst, R. A. (2014). “The rock abrasion record at Gale Crater: Mars Science Laboratory results from Bradbury Landing to Rocknest,” Journal of Geophysical Research (Planets), 119, pp. 1374-1389.

Grotzinger, J. P., et al. (2014). “A Habitable Fluvio-Lacustrine Environment at Yellowknife Bay, Gale Crater, Mars,” Science, 343(27), p. 1242777.

Hobbs, J. M., Kaiser, M. S., and Chen, T.-C. (2014). “Spatio-Temporal Modeling of the Midwest Hydrological Cycle: The Roles of Mean and Variance Processes,” . (in preparation).

Arbuckle, J. G., Jr., Hobbs, J., Loy, A., Morton, L. W., Prokopy, L. S., and Tyndall, J. (2014). “Understanding Corn Belt farmer perspectives on climate change to inform engagement strategies for adaptation and mitigation,” Journal of Soil and Water Conservation, 69(6), pp. 505-516.

Wuebbles, D., Meehl, G., Hayhoe, K., Karl, T. R., Kunkel, K., Santer, B., Wehner, M., Colle, B., Fischer, E. M., Fu, R., Goodman, A., Janssen, E., Kharin, V., Lee, H., Li, W. H., Long, L. N., Olsen, S. C., Pan, Z. T., Seth, A., Sheffield, J., and Sun, L. Q. (2014). “CMIP5 CLIMATE MODEL ANALYSES Climate Extremes in the United States,” Bulletin of the American Meteorological Society, 95(4), pp. 571-583.

Seo, J., Youn, D., Kim, J. Y., and Lee, H. (2014). “Extensive spatiotemporal analyses of surface ozone and related meteorological variables in South Korea for the period 1999-2010,” Atmospheric Chemistry and Physics, 14(12), pp. 6395-6415.

Mattmann, C. A., Waliser, D., Kim, J., Goodale, C., Hart, A., Ramirez, P., Crichton, D., Zimdars, P., Boustani, M., Lee, K., Loikith, P., Whitehall, K., Jack, C., and Hewitson, B. (2014). “Cloud computing and virtualization within the regional climate model and evaluation system,” Earth Science Informatics, 7(1), pp. 1-12.

Hoeksema, J. T., Liu, Y., Hayashi, K., Sun, X., Schou, J., Couvidat, S., Norton, A., Bobra, M., Centeno, R., Leka, K. D., Barnes, G., and Turmon, M. (2014). “The HMI Vector Magnetic Field Pipeline: Overview and Performance,” Solar Physics, 289, pp. 3483-3530. Cross-posted to ArXiv. Download.

Turmon, M., Hoeksema, J. T., and Bobra, M. (2014). “Tracked Active Region Patches for MDI and HMI,” American Astronomical Society Meeting Abstracts #224, vol. 224, pp. #123.52.

Bobra, M. G., Sun, X., Hoeksema, J. T., Turmon, M., Liu, Y., Hayashi, K., Barnes, G., and Leka, K. D. (2014). “The HMI Vector Magnetic Field Pipeline: SHARPs - Space-Weather HMI Active Region Patches,” Solar Physics, 289, pp. 3549-3578. Cross-posted to ArXiv. Download.

Shiga, Yoichi P, Michalak, Anna M, Gourdji, Sharon M, Mueller, Kim L and Yadav, V (2014). “Detecting fossil fuel emissions patterns from sub-continental regions using North American in-situ CO2 measurements,” Geophysical Research Letters, 41(12), pp. 4381–4388, American Geophysical Union.

Ray, Jaideep, Yadav, V, Michalak, AM, van Bloemen Waanders, B, and Mckenna, Sean A (2014). “A multiresolution spatial parameterization for the estimation of fossil-fuel carbon dioxide emissions via atmospheric inversions,” Geoscientific Model Development, 7(5), pp. 1901–1918, Copernicus GmbH.

Fang, Yuanyuan, Michalak, Anna M, Shiga, Yoichi P, and Yadav, V (2014). “Using atmospheric observations to evaluate the spatiotemporal variability of CO 2 fluxes simulated by terrestrial biospheric models,” Biogeosciences, 11(23), pp. 6985–6997, Copernicus GmbH.

2013

Arbuckle, J. G., Jr., Morton, L. W., and Hobbs, J. (2013). “Understanding Farmer Perspectives on Climate Change Adaptation and Mitigation: The Roles of Trust in Sources of Climate Information, Climate Change Beliefs, and Perceived Risk,” Environment and Behavior, , pp. doi:10.1177/0013916513503832. Download.

Morton, Lois Wright, Hobbs, Jon, and Arbuckle, J. G., Jr. (2013). “Shifts in Farmer Uncertainty Over Time About Sustainable Farming Practices and Modern Farming's Reliance on Commercial Fertilizers, Insecticides and Herbicides,” Journal of Soil and Water Conservation, 68(1), pp. 1-12.

Arbuckle, J. G., Jr., Morton, Lois Wright, and Hobbs, Jon (2013). “Farmer Beliefs and Concerns about Climate Change and Attitudes toward Adaptation and Mitigation: Evidence from Iowa,” Climatic Change, 118, pp. 551-563.

Suess, E. J., Cervato, C., Gallus, W. A., Jr., and Hobbs, J. (2013). “Weather Forecasting as a Learning Tool in a Large Service Course: Does Practice Make Perfect?,” Weather and Forecasting, 28, pp. 762-771.

Arbuckle, J. G., Jr., Prokopy, L., Haigh, T., Hobbs, J., Knoot, T., Knutson, C., Loy, A., Mase, A. S., McGuire, J., Morton, L. W., Tyndall, J., and Widhalm, M. (2013). “Climate Change Beliefs, Concerns, and Attitudes toward Adaptation and Mitigation among Farmers in the Midwestern United States,” Climatic Change Letters, 117, pp. 943-950.

Loikith, P. C., Lintner, B. R., Kim, J., Lee, H., Neelin, J. D., and Waliser, D. E. (2013). “Classifying reanalysis surface temperature probability density functions (PDFs) over North America with cluster analysis,” Geophysical Research Letters, 40(14), pp. 3710-3714.

Loikith, P. C., Lintner, B. R., Kim, J., Lee, H., Neelin, J. D., and Waliser, D. E. (2013). “Classifying reanalysis surface temperature probability density functions (PDFs) over North America with cluster analysis,” Geophysical Research Letters, 40(14), pp. 3710-3714.

Lee, H., Olsen, S. C., Wuebbles, D. J., and Youn, D. (2013). “Impacts of aircraft emissions on the air quality near the ground,” Atmospheric Chemistry and Physics, 13(11), pp. 5505-5522.

Kim, J., Waliser, D. E., Mattmann, C. A., Mearns, L. O., Goodale, C. E., Hart, A. F., Crichton, D. J., McGinnis, S., Lee, H., Loikith, P. C., and Boustani, M. (2013). “Evaluation of the Surface Climatology over the Conterminous United States in the North American Regional Climate Change Assessment Program Hindcast Experiment Using a Regional Climate Model Evaluation System,” Journal of Climate, 26(15), pp. 5698-5715.

Yadav, V and Malanson, George P (2013). “A spatially explicit scheme for tracking and validating annual landscape scale changes in soil carbon,” Applied Geography, 37(February 2013), pp. 101–113, Elsevier.

Yadav, V, Mueller, Kimberly L, and Michalak, Anna M (2013). “A backward elimination discrete optimization algorithm for model selection in spatio-temporal regression models,” Environmental modelling & software, 42, pp. 88–98, Elsevier.

Yadav, V and Michalak, AM (2013). “Improving computational efficiency in large linear inverse problems: An example from carbon dioxide flux estimation,” Geoscientific Model Development, 6(3), pp. 583–590, Copernicus GmbH.

Ray, Jaideep, Lee, Jina, Lefantzi, Sophia, Yadav, Vineet, Michalak, Anna M., van Bloemen Waanders, B., and McKenna, Sean Andrew (2013). “Kalman-Filtered Compressive Sensing for High Resolution Estimation of Anthropogenic Greenhouse Gas Emissions from Sparse Measurements,” Sandia National Laboratory, Livermore, CA.

2012

Nguyen, Hai, Cressie, Noel, and Braverman, Amy (2012). “Spatial statistical data fusion for remote sensing applications,” Jour. American Statistical Association, 107, pp. 1004-1018. Download.

Golombek, M., Grant, J., Kipp, D., Vasavada, A., Kirk, R., Fergason, R., Bellutta, P., Calef, F., Larsen, K., Katayama, Y., Huertas, A., Beyer, R., Chen, A., Parker, T., Pollard, B., Lee, S., Sun, Y., Hoover, R., Sladek, H., Grotzinger, J., Welch, R., Noe Dobrea, E., Michalski, J., and Watkins, M. (2012). “Selection of the Mars Science Laboratory Landing Site,” Space Science Reviews, 170, pp. 641-737.

Squyres, S. W., Arvidson, R. E., Bell, J. F., Calef, F., Clark, B. C., Cohen, B. A., Crumpler, L. A., de Souza, P. A., Farrand, W. H., Gellert, R., Grant, J., Herkenhoff, K. E., Hurowitz, J. A., Johnson, J. R., Jolliff, B. L., Knoll, A. H., Li, R., McLennan, S. M., Ming, D. W., Mittlefehldt, D. W., Parker, T. J., Paulsen, G., Rice, M. S., Ruff, S. W., Schröder, C., Yen, A. S., and Zacny, K. (2012). “Ancient Impact and Aqueous Processes at Endeavour Crater, Mars,” Science, 336, pp. 570-576.

Noe Dobrea, E. Z., Wray, J. J., Calef, III, F. J., Parker, T. J., and Murchie, S. L. (2012). “Hydrated minerals on Endeavour Crater's rim and interior, and surrounding plains: New insights from CRISM data,” Geophys. Res. Lett., 39, p. 23201.

Pietrobon, Davide, Gorski, Krzysztof M, Bartlett, James, Banday, A J, Dobler, Gregory, Colombo, Loris P L, Hildebrandt, Sergi R, Jewell, Jeffrey B, Pagano, Luca, Rocha, Graca, Eriksen, Hans Kristian, Saha, Rajib, and Lawrence, Charles R (2012). “Analysis of WMAP 7 Year Temperature Data: Astrophysics of the Galactic Haze,” The Astrophysical Journal, 755(1), p. 69.

Lee, H., Youn, D., Patten, K. O., Olsen, S. C., and Wuebbles, D. J. (2012). “Diagnostic tools for evaluating quasi-horizontal transport in global-scale chemistry models,” Journal of Geophysical Research-Atmospheres, 117.

Djorgovski, S. G., Mahabal, A. A., Donalek, C., Graham, M. J., Drake, A. J., Moghaddam, B., and Turmon, M. (2012). “Flashes in a Star Stream: Automated Classification of Astronomical Transient Events,” IEEE 8th International Conference on e-Science. Cross-posted to ArXiv. Download.

Gourdji, Sharon M (2012). “North American CO2 exchange: Inter comparison of modeled estimates with results from a fine scale atmospheric inversion,” Biogeosciences, 9, pp. 457–475.

Chatterjee, Abhishek, Michalak, Anna M, Anderson, Jeffrey L, Mueller, Kim L, and Yadav, V (2012). “Toward reliable ensemble Kalman filter estimates of CO2 fluxes,” Journal of Geophysical Research, 117(D22), pp. D22306, American Geophysical Union.

2011

Braverman, A. J., Cressie, N., and Teixeira, J. (2011). “A likelihood-based comparison of CMIP5 decadal experiment runs with observations from the Atmospheric Infrared Sounder,” AGU Fall Meeting Abstracts, pp. A773.

Fisel, B. J., Gutowski, W. J., Jr., Hobbs, J. M., and Cassano, J. J. (2011). “Multiregime states of Arctic atmospheric circulation,” Journal of Geophysical Research, 116, pp. doi:10.1029/2011JD015790.

Power, M. L., Hobbs, J. M., and Ober, A. (2011). “An Empirical Analysis of the Effect of Financial Education on Graduating Business Students' Perceptions of Their Retirement Planning Familiarity, Motivation, and Preparedness,” Risk Management and Insurance Review, 14, pp. 89-105.

Parham, T. J., Cervato, C., Gallus, W., Larsen, M., Hobbs, J., and Greenbowe, T. (2011). “Does Students' Source of Knowledge Affect Their Understanding of Volcanic Systems?,” Journal of College Science Teaching, 41(1), pp. 100-105.

Zacchei, A., et al. (2011). “Planck early results. V. The Low Frequency Instrument data processing,” Astronomy and Astrophysics, 536, pp. A5.

Mennella, A, et al. (2011). “Planck early results. III. First assessment of the Low Frequency Instrument in-flight performance,” Astronomy and Astrophysics, 536, pp. A3.

Hristova-Veleva, S. M., Li, P., Turk, F. J., Knosp, B., Vu, Q., Lambrigtsen, B., Su, H., Tanelli, S., Shen, T., Montgomery, M. T., and Boothe, M. (2011). “The JPL GRIP Portal: A comprehensive depiction of the 2010 hurricane season with satellite and model Near-Real-Time data,” AGU Fall Meeting Abstracts, pp. B1285.

Li, P., Stough, T., Vu, Q., Granger, S. L., Jones, D. J., Ferreira, I., and Chen, Z. (2011). “CalSimHydro Tool - A Web-based interactive tool for the CalSim 3.0 Hydrology Prepropessor,” AGU Fall Meeting Abstracts, pp. H1399.

2010

Crichton, D. J., Mattmann, C. A., Braverman, A. J., and Cinquini, L. (2010). “A Distributed, Cross-Agency Software Architecture for Sharing Climate Models and Observational Data Sets (Invited),” AGU Fall Meeting Abstracts, pp. A2.

Nguyen, H. M. and Braverman, A. J. (2010). “Components of uncertainty in spatial statistical modeling of geophysical processes (Invited),” AGU Fall Meeting Abstracts, pp. A2.

Braverman, A. J., Cressie, N., and Teixeira, J. (2010). “A Bayesian Approach to Evaluating Consistency between Climate Model Output and Observations,” AGU Fall Meeting Abstracts, pp. C3.

Nguyen, H. M., Cressie, N., Braverman, A. J., and Olsen, E. (2010). “Spatial interpolation of carbon dioxide using Fixed Rank Kriging,” AGU Fall Meeting Abstracts, pp. D3.

Parham, T., Cervato, C., Gallus, W., Larsen, M., Hobbs, J., Stelling, P., Greenbowe, T., Gupta, T., Knox, J., and Gill, T. (2010). “The InVEST Volcanic Concept Survey: Exploring Student Understanding about Volcanoes,” Journal of Geoscience Education, 58, pp. 177-187.

Hobbs, J., Fostvedt, L., Pintar, A., Rockoff, D., Kim, E., and Griffiths, R. (2010). “Fixed-Cost vs. Fixed-Risk Post-Election Audits in Iowa,” Chance, 23(3), pp. 13-17.

Hobbs, J., Wickham, H., Hofmann, H., and Cook, D. (2010). “Glaciers melt as mountains warm: A graphical case study,” Computational Statistics, 25, pp. 569-586. Special Issue on the 2006 Data Exposition Competition of the American Statistical Association.

Tauber, J. A,. et al. (2010). “Planck pre-launch status: The Planck mission,” Astronomy and Astrophysics, 520, pp. A1.

Youn, D., Patten, K. O., Wuebbles, D. J., Lee, H., and So, C. W. (2010). “Potential impact of iodinated replacement compounds CF3I and CH3I on atmospheric ozone: a three-dimensional modeling study,” Atmospheric Chemistry and Physics, 10(20), pp. 10129-10144.

Smith, Ryan N, Chao, Yi, Li, Peggy P, Caron, David A, Jones, Burton H, and Sukhatme, Gaurav S (2010). “Planning and Implementing Trajectories for Autonomous Underwater Vehicles to Track Evolving Ocean Processes Based on Predictions from a Regional Ocean Model,” The International Journal of Robotics Research. Download.

Li, P., Hristova-Veleva, S. M., Turk, F. J., Vu, Q., Knosp, B. W., Lambrigtsen, B., Poulsen, W. L., Shen, T. J., and Licata, S. J. (2010). “The JPL GRIP Portal - Serving Near Real-time Observation and Model Forecast for Hurricane Study,” AGU Fall Meeting Abstracts, pp. A1260.

Hristova-Veleva, S. M., Turk, F. J., Li, P., Knosp, B. W., Vu, Q., Lambrigtsen, B., Montgomery, M., Boothe, M., Velden, C. S., Gopalakrishnan, S., Durden, S. L., Tanelli, S., and Quirino, T. (2010). “Evaluating Tropical Cyclone Forecasts from High-Resolution Regional Models and Lower Resolution Global Models Using the JPL Grip/predict/ifex Database of Satellite and Airborne Observations during the Period August 15TH - September 30TH 2010,” AGU Fall Meeting Abstracts, pp. B86.

David R. Thompson, Steve Chien, Arjuna Balasurayia, Stephanie Petillo, Yi Chao, Peggy Li, Bronwyn Cahill, Julia Levin, Michael Meisinger, Matthew Arrott, Oscar Schofield (2010). “Spatiotemporal Path Planning in Strong, Dynamic, Uncertain Currents,” Proceedings of the IEEE International Conference on Robotics and Automation 2010. Download (CL#10-0420).

M. Turmon, H. P. Jones, O. Malanushenko, and J. Pap (2010). “Statistical Feature Recognition for Multidimensional Solar Imagery,” Solar Physics, 262(2), pp. 277–298. Download (CL 10-0771).

Rankin, A., Bajracharya, M., Huertas, A., Howard, A., Moghaddam, B., Brennan, S., Ansar, A., Tang, B., Turmon, M., and Matthies, L. (2010). “Stereo-vision-based perception capabilities developed during the Robotics Collaborative Technology Alliances program,” SPIE Conference Series, vol. 7692, pp. 76920C-76920C-15. Download.

Li, P., Hristova-Veleva, S. M., Turk, F. J., Vu, Q., Knosp, B. W., Lambrigtsen, B., Poulsen, W. L., Shen, T. J., and Licata, S. J. (2010). “The JPL GRIP Portal - Serving Near Real-time Observation and Model Forecast for Hurricane Study,” AGU Fall Meeting Abstracts, pp. A1260.

Hristova-Veleva, S. M., Turk, F. J., Li, P., Knosp, B. W., Vu, Q., Lambrigtsen, B., Montgomery, M., Boothe, M., Velden, C. S., Gopalakrishnan, S., Durden, S. L., Tanelli, S., and Quirino, T. (2010). “Evaluating Tropical Cyclone Forecasts from High-Resolution Regional Models and Lower Resolution Global Models Using the JPL Grip/predict/ifex Database of Satellite and Airborne Observations during the Period August 15TH - September 30TH 2010,” AGU Fall Meeting Abstracts, pp. B86.

Gourdji, SM, Hirsch, AI, Mueller, KL, Yadav, V, Andrews, AE, and Michalak, AM (2010). “Regional-scale geostatistical inverse modeling of North American CO2 fluxes: a synthetic data study,” Atmos. Chem. Phys, 10, pp. 6151–6167.

Yadav, V, Mueller, KL, Dragoni, D, and Michalak, AM (2010). “A geostatistical synthesis study of factors affecting gross primary productivity in various ecosystems of North America,” Biogeosciences, 7(9), pp. 2655–2671, European Geosciences Union, c/o E. O. S. T. Strasbourg Cedex 67084 France.

Mueller, Kim L, Yadav, V, Curtis, Peter S, Vogel, Chris, and Michalak, Anna M (2010). “Attributing the variability of eddy-covariance CO2 flux measurements across temporal scales using geostatistical regression for a mixed northern hardwood forest,” Global Biogeochemical Cycles, 24(3), pp. GB3023, American Geophysical Union.

2009

Braverman, A. J. (2009). “The Role of Uncertainty in Spatial Statistical Modeling of Geophysical Processes (Invited),” AGU Fall Meeting Abstracts.

Braverman, A. J., Cressie, N., Katzfuss, M., Michalak, A. M., Miller, C. E., Nguyen, H., Olsen, E. T., and Wang, R. (2009). “Geostatistical Data Fusion for Remote Sensing Applications,” AGU Fall Meeting Abstracts, pp. C1014.

Mattmann, C. A., Williams, D., Braverman, A. J., and Crichton, D. J. (2009). “An Architecture and Analysis Environment for Model to Observational Data Intercomparisons,” AGU Fall Meeting Abstracts, pp. B1083.

Calef, F. J., Herrick, R. R., and Sharpton, V. L. (2009). “Geomorphic analysis of small rayed craters on Mars: Examining primary versus secondary impacts,” Journal of Geophysical Research (Planets), 114(E13), p. 10007.

Dickinson, C, Eriksen, H K, Banday, A J, Jewell, J B, Górski, K M, Huey, G, Lawrence, C R, O'Dwyer, I J, and Wandelt, B D (2009). “Bayesian Component Separation and Cosmic Microwave Background Estimation for the Five-Year WMAP Temperature Data,” The Astrophysical Journal, 705(2), pp. 1607–1623.

Jewell, J B, Eriksen, H K, Wandelt, B D, O'Dwyer, I J, Huey, Greg, and Górski, K M (2009). “A Markov Chain Monte Carlo Algorithm for Analysis of Low Signal-To-Noise Cosmic Microwave Background Data,” The Astrophysical Journal, 697(1), pp. 258–268.

Rudjord, \O, Groeneboom, N E, Eriksen, H K, Huey, Greg, Górski, K M, and Jewell, J B (2009). “Cosmic Microwave Background Likelihood Approximation by a Gaussianized Blackwell-Rao Estimator,” The Astrophysical Journal, 692(2), pp. 1669–1677.

Groeneboom, N E, Eriksen, H K, Gorski, K, Huey, G, Jewell, Jeffrey, and Wandelt, B (2009). “Bayesian Analysis of White Noise Levels in the Five-Year WMAP Data,” The Astrophysical Journal Letters, 702(1), pp. L87–L90.

Li, P., Turk, J., Vu, Q., Knosp, B., Hristova-Veleva, S. M., Lambrigtsen, B., Poulsen, W. L., and Licata, S. (2009). “3D Visualization of near real-time remote-sensing observation for hurricanes field campaign using Google Earth API,” AGU Fall Meeting Abstracts, pp. A1025.

Hristova-Veleva, S. M., Chao, Y., Chau, A. H., Haddad, Z. S., Knosp, B., Lambrigtsen, B., Li, P., Martin, J. M., Poulsen, W. L., Rodriguez, E., Stiles, B. W., Turk, J., and Vu, Q. (2009). “Using Instrument Simulators and a Satellite Database to Evaluate Microphysical Assumptions in High-Resolution Simulations of Hurricane Rita,” AGU Fall Meeting Abstracts, pp. L6.

David R. Thompson, Steve Chien, Matthew Arrott, Arjuna Balasuriyai, Yi Chao, Peggy Li, Stephanie Petillo, Oscar Schofield (2009). “Mission Planning in a Dynamic Ocean Sensorweb,” Proceedings of the International Conference on Planning and Scheduling, SPARK Workshop. Download (CL #09-3134).

M. Bajracharya, A. Howard and L. Matthies, B. Tang, and M. Turmon (2009). “Autonomous off-road navigation with end-to-end learning for the LAGR program,” Journal of Field Robotics, 26(1), pp. 3–25.

R. Granat, K. L. Wagstaff, B. Bornstein, B. Tang, and M. Turmon (2009). “Simulating and Detecting Radiation-Induced Errors for Onboard Machine Learning,” Proc. Third IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT), July 2009, pp. 125-131. Download (CL #09-1474).

Li, P., Turk, J., Vu, Q., Knosp, B., Hristova-Veleva, S. M., Lambrigtsen, B., Poulsen, W. L., and Licata, S. (2009). “3D Visualization of near real-time remote-sensing observation for hurricanes field campaign using Google Earth API,” AGU Fall Meeting Abstracts, pp. A1025.

Hristova-Veleva, S. M., Chao, Y., Chau, A. H., Haddad, Z. S., Knosp, B., Lambrigtsen, B., Li, P., Martin, J. M., Poulsen, W. L., Rodriguez, E., Stiles, B. W., Turk, J., and Vu, Q. (2009). “Using Instrument Simulators and a Satellite Database to Evaluate Microphysical Assumptions in High-Resolution Simulations of Hurricane Rita,” AGU Fall Meeting Abstracts, pp. L6.

Yadav, V, Malanson, George P, Bekele, Elias, and Lant, Christopher (2009). “Modeling watershed-scale sequestration of soil organic carbon for carbon credit programs,” Applied Geography, 29(4), pp. 488–500, Pergamon.

Yadav, V and Malanson, George P (2009). “Modeling impacts of erosion and deposition on soil organic carbon in the Big Creek Basin of southern Illinois,” Geomorphology, 106(3-4), pp. 304–314, Elsevier.

2008

Eriksen, H K, Jewell, J B, Dickinson, C, Banday, A J, Górski, K M, and Lawrence, C R (2008). “Joint Bayesian component separation and CMB power spectrum estimation,” The Astrophysical Journal, 676(1), p. 10.

Eriksen, H K, Dickinson, C, Jewell, J B, Banday, A J, Górski, K M, and Lawrence, C R (2008). “The Joint Large-Scale Foreground-CMB Posteriors of the 3 Year WMAP Data,” The Astrophysical Journal, 672(2), pp. L87–L90.

Knosp, B. W., Ao, C. O., Chao, Y., Dang, V., Garay, M., Haddad, Z., Hristova-Veleva, S., Lambrigtsen, B., Li, P. P., Park, K., Poulsen, W. L., Rosenman, M. A., Su, H., Vane, D., Vu, Q. A., Willis, J. K., and Wu, D. (2008). “The JPL Tropical Cyclone Information System: Data and Tools for Researchers,” AGU Fall Meeting Abstracts, pp. A1051.

M. Sarrel and M. Turmon (2008). “Improved Estimates of Spitzer Space Telescope Data Volumes with Error Bars,” AIAA SPACE 2008. Download (CL 08-0637).

H. P. Jones, G. A. Chapman, K. L. Harvey, J. M. Pap, D. G. Preminger, M. J. Turmon, and S. R. Walton (2008). “A Comparison of feature classification methods for modeling solar irradiance variation,” Solar Physics, 248(2), pp. 323-337.

A. Mahabal, S. G. Djorgovski, M. Turmon, J. Jewell and R. Williams, A. Drake, M. G. Graham, C. Donalek, and E. Glikmanand and the PalomarQUEST team (2008). “Automated probabilistic classification of transients and variables,” Astron. Notes, 329(3), pp. 288-291.

Knosp, B. W., Ao, C. O., Chao, Y., Dang, V., Garay, M., Haddad, Z., Hristova-Veleva, S., Lambrigtsen, B., Li, P. P., Park, K., Poulsen, W. L., Rosenman, M. A., Su, H., Vane, D., Vu, Q. A., Willis, J. K., and Wu, D. (2008). “The JPL Tropical Cyclone Information System: Data and Tools for Researchers,” AGU Fall Meeting Abstracts, pp. A1051.

Yadav, V and malanson, george (2008). “Spatially explicit historical land use land cover and soil organic carbon transformations in Southern Illinois,” Agriculture, Ecosystems & Environment, 123(4), pp. 280–292, elsevier.

Yadav, V, Del Grosso, SJ, Parton, WJ, and Malanson, George P (2008). “Adding ecosystem function to agent-based land use models,” Journal of land use science, 3(1), pp. 27–40, Taylor \& Francis.

2007

Eriksen, H K, Huey, Greg, Saha, R, Hansen, F K, Dick, J, Banday, A J, Górski, K M, Jain, P, Jewell, J B, Knox, L, Larson, D L, O'Dwyer, I J, Souradeep, T, and Wandelt, B D (2007). “A Reanalysis of the 3 Year Wilkinson Microwave Anisotropy Probe Temperature Power Spectrum and Likelihood,” The Astrophysical Journal, 656(2), pp. 641–652.

Larson, D L, Eriksen, H K, Wandelt, B D, Górski, K M, Huey, G, Jewell, J B, and O'Dwyer, I J (2007). “Estimation of polarized power spectra by Gibbs sampling,” The Astrophysical Journal, 656(2), p. 653.

Eriksen, H K, Huey, Greg, Banday, A J, Górski, K M, Jewell, J B, O'Dwyer, I J, and Wandelt, B D (2007). “Bayesian Analysis of the Low-Resolution Polarized 3 Year WMAP Sky Maps,” The Astrophysical Journal, 665(1), pp. L1–L4.

Chin, T M, Turmon, M J, Jewell, J B, and Ghil, M (2007). “An Ensemble-Based Smoother with Retrospectively Updated Weights for Highly Nonlinear Systems,” Monthly Weather Review, 135(1), pp. 186–202.

T. M. Chin, M. Turmon, J. Jewell, and M. Ghil (2007). “An Ensemble-Based Smoother with Retrospectively Updated Weights for Highly Nonlinear Systems,” Monthly Weather Review, 135(1), pp. 186-202. Download.

Li, P. P., Knosp, B., Vu, Q. A., Hristova-Veleva, S., Chao, Y., Vane, D., Lambrigtsen, B., Su, H., Dang, V., Fovell, R., Willis, J., Tanelli, S., Fishbein, E., Ao, C. O., Poulsen, W. L., Park, K. J., Fetzer, E., Vazquez, J., Callahan, P. S., Marcus, S., Garay, M., Kahn, R., and Haddad, Z. (2007). “Prototype of an Integrated Hurricane Information System for Research: Design and Implementation of the Database and Web Portal,” AGU Fall Meeting Abstracts, pp. A74.

Yadav, V and Malanson, George (2007). “Progress in soil organic matter research,” Progress in Physical Geography, 31(2), p. 131, Sage Publications.

2006

Youn, D., Choi, W., Lee, H., and Wuebbles, D. J. (2006). “Interhemispheric differences in changes of long-lived tracers in the middle stratosphere over the last decade,” Geophysical Research Letters, 33(3).

A. Howard, M. Turmon, L. Matthies, B. Tang, A. Angelova, and E. Mjolsness (2006). “Towards Learned Traversability for Robot Navigation: From Underfoot to the Far Field,” Journal of Field Robotics, 23(11/12), pp. 1005-1017.

2005

Calef, F. J. and Sharpton, V. L. (2005). “Enigmatic linear features in the Northern Hemisphere of Mars: Their formation process,” Geophys. Res. Lett., 32, p. 24202.

Chu, M, Eriksen, H, Knox, L, Gorski, K, Jewell, Jeffrey, Larson, D, O'Dwyer, I, and Wandelt, B (2005). “Cosmological parameter constraints as derived from the Wilkinson Microwave Anisotropy Probe data via Gibbs sampling and the Blackwell-Rao estimator,” Physical Review D, 71(10), p. 103002.

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