Publications by Year
2024
Thompson, David R., Carmon, N., and others (2024). “On-orbit calibration and performance of the EMIT imaging spectrometer,” Remote Sensing of Environment, 303, p. 113986. Document (link to DOI).
Hobbs, J., Katzfuss, M., Nguyen, H., Yadav, V., and Liu, J. (2024). “Functional analysis of variance (ANOVA) for carbon flux estimates from remote sensing data,” Geoscientific Model Development, 17(3), pp. 1133–1151. Document (link to DOI) (CL 23-7187).
Morgan, Rhonda, Savransky, Dmitry, Damiano, Mario, Hu, Renyu, Mennesson, Bertrand and others (2024). “Exo-Earth yield for Habitable Worlds Observatory in the near-ultraviolet,” American Astronomical Society Meeting Abstracts, vol. 56, pp. 249–06. Document.
2023
Carmon, N. and others (2023). “Shape from Spectra,” Remote Sensing of Environment. Document (link to DOI).
Konomi, B. A., Kang, E. L., Almomani, A., and Hobbs, J. (2023). “Bayesian latent variable co-kriging model in remote sensing for quality flagged observations,” Journal of Agricultural, Biological and Environmental Statistics, 28(3), pp. 423–441. Document (link to DOI).
Durand, Michael, Gleason, Colin J, Pavelsky, Tamlin M, Prata de Moraes Frasson, Renato, Turmon, Michael and others (2023). “A framework for estimating global river discharge from the Surface Water and Ocean Topography satellite mission,” Water Resources Research, 59(4), pp. e2021WR031614, Wiley Online Library. Document.
Morgan, Rhonda, Damiano, Mario, Hu, Renyu, Mennesson, Bertrand, Mamajek, Eric and others (2023). “A sensitivity study in two yield metrics over an option space local to a 6m HWO telescope,” American Astronomical Society Meeting Abstracts, vol. 55, pp. 327–08. Document.
Susiluoto, Jouni, Bohn, Urs, Braverman, Amy J, Brodrick, Philip G, Carmon, Nimrod and others (2023). “Accelerated Optimal Estimation with probabilistic radiative transfer emulation for flexible, accurate and fast imaging spectroscopy retrievals,” AGU Fall Meeting Abstracts, pp. GC51G-0680. Document.
Morgan, Rhonda, Damiano, Mario, Hu, Renyu, Mennesson, Bertrand, Mamajek, Eric and others (2023). “An approach for calculating exo-Earth yield of a 6m IR/O/UV telescope for various broad bandwidth metrics,” American Astronomical Society Meeting Abstracts, vol. 55, pp. 146–01. Document.
Frasson, Renato Prata de Moraes, Turmon, Michael J, Durand, Michael T, and David, Cédric H (2023). “Estimating the relative impact of measurement, parameter, and flow law errors on discharge from the Surface Water and Ocean Topography mission,” Journal of Hydrometeorology, 24(3), pp. 425–443. Document.
Morgan, Rhonda, Savransky, Dmitry, Damiano, Mario, Lisman, Doug, Mennesson, Bertrand and others (2023). “Exo-Earth yield of a 6m space telescope in the near-infrared,” Techniques and Instrumentation for Detection of Exoplanets XI, vol. 12680, pp. 518–533. Document.
Pradhan, Anshuman, Adams, Kyra H, Chandrasekaran, Venkat, Liu, Zhen, Reager, John T and others (2023). “Modeling groundwater levels in California's Central Valley by hierarchical Gaussian process and neural network regression,” arXiv preprint arXiv:2310.14555. Document.
Savransky, Dmitry, Knight, Russell, Turmon, Michael, Spohn, Corey, Morgan, Rhonda and others (2023). “Quantifying the impacts of schedulability on science yield of exoplanet imaging missions,” Techniques and Instrumentation for Detection of Exoplanets XI, vol. 12680, pp. 504–517. Document.
Carmon, Nimrod, Berk, Alexander, Bohn, Niklas, Brodrick, Phillip G, Dozier, Jeff and others (2023). “Shape from spectra,” Remote Sensing of Environment, 288, p. 113497, Elsevier. Document.
2022
Dozier, J., Carmon, N., and others (2022). “Error and Uncertainty Degrade Topographic Corrections of Remotely Sensed Data,” JGR Biogeosciences. Document (link to DOI).
Thompson, D., Carmon, N., and others (2022). “Atmospheric Lengthscales for Global VSWIR Imaging Spectroscopy,” JGR Biogeosciences. Document (link to DOI).
Carmon, N., Berk, A., Bohn, N., Brodrick, P., Kalashnikova, O. and others (2022). “Unified Topographic and Atmospheric Correction for Remote Imaging Spectrometers,” Frontiers in Remote Sensing. Document (link to DOI).
Bohn, N., Thompson, D. R., Carmon, N., Susiluoto, J., Turmon, M. and others (2022). “Glacier Ice surface properties in South-West Greenland Ice Sheets: First Estimates from PRISMA Imaging Spectroscopy Data,” Remote Sensing of Environment. Document (link to DOI).
Nelson, P.R., Carmon, N., and others (2022). “Remote Sensing of Tundra Ecosystems using High Spectral Resolution Reflectance: Opportunities and Challenges,” JGR Biogeosciences. Document (link to DOI).
Ma, P., Mondal, A., Konomi, B. A., Hobbs, J., Song, J. J., and Kang, E. L. (2022). “Computer model emulation with high-dimensional functional output in large-scale observing system uncertainty experiments,” Technometrics, 64(1), pp. 65–79. Document (link to DOI).
Kalmus, P., Nguyen, H., Roman, J., Wang, T., Yue, Q. and others (2022). “Data fusion of AIRS and CrIMSS near surface air temperature,” Earth and Space Science, 9(10), pp. e2022EA002282. Document (link to DOI).
Patil, P., Kuusela, M., and Hobbs, J. (2022). “Objective frequentist uncertainty quantification for atmospheric CO₂ retrievals,” SIAM/ASA Journal on Uncertainty Quantification, 10(3), pp. 827–859. Document (link to DOI).
Durand, Michael T, Gleason, Colin J, Pavelsky, Tamlin, Frasson, Renato PM, Turmon, Michael and others (2022). “A global framework for SWOT discharge with examples from the Ohio River,” AGU Fall Meeting Abstracts, pp. OS25C–02. Document.
Morgan, Rhonda, Savransky, Dmitry, Turmon, Michael, Genszler, Grace, Mamajek, Eric E and others (2022). “An exploration of expected number of exoplanets for a 6m class direct imaging observatory,” Space Telescopes and Instrumentation 2022: Optical, Infrared, and Millimeter Wave, vol. 12180, pp. 761–775. Document.
Yun, Kyongsik, Kim, Kyra H, Pradhan, Anshuman, Reager, John, Liu, Zhen and others (2022). “Filling the gap: Estimation of soil composition using InSAR, groundwater depth, and precipitation data in California's Central Valley,” Authorea Preprints, Authorea. Document.
Bohn, Niklas, Di Mauro, Biagio, Colombo, Roberto, Thompson, David R, Susiluoto, Jouni and others (2022). “Glacier ice surface properties in South-West Greenland Ice Sheet: first estimates from PRISMA imaging spectroscopy data,” Journal of Geophysical Research: Biogeosciences, 127(3), pp. e2021JG006718, Wiley Online Library. Document.
Yun, Kyongsik, Adams, Kyra, Reager, John, Liu, Zhen, Chavez, Caitlyn and others (2022). “Remote estimation of geologic composition using interferometric synthetic-aperture radar in California's Central Valley,” arXiv preprint arXiv:2212.04813. Document.
Morgan, Rhonda, Mennesson, Bertrand, Savransky, Dmitry, Turmon, Michael, Mamajek, Eric and others (2022). “Sensitivity of exo-Earth yield of a 6 m IR/O/UV telescope to bandwidth, SNR, and spectral resolution,” American Astronomical Society Meeting# 240, vol. 54, pp. 430–06. Document.
Morgan, Rhonda, Mennesson, Bertrand, Mamajek, Eric, Savransky, Dmitry, Stapelfeldt, Karl and others (2022). “What does the Decadal recommended 25 HZ exoplanet spectra mean?,” Bulletin of the American Astronomical Society, 54(5), pp. 102–144. Document.
2021
Brodrick, P., Thompson, D. R., Fahlen, J. E., Eastwood, M. L., Sarture, C. M. and others (2021). “Generalized Radiative Transfer Emulation for Imaging Spectroscopy Reflectance Retrievals,” Remote Sensing of Environment. Document (link to DOI).
Hobbs, J., Katzfuss, M., Zilber, D., Brynjarsdóttir, J., Mondal, A., and Berrocal, V. (2021). “Spatial retrievals of atmospheric carbon dioxide from satellite observations,” Remote Sensing, 13(4), p. 571. Document (link to DOI) (CL 21-0593).
Braverman, A., Hobbs, J., Teixeira, J., and Gunson, M. (2021). “Post hoc uncertainty quantification for remote sensing observing systems,” SIAM/ASA Journal on Uncertainty Quantification, 9(3), pp. 1064–1093. Document (link to DOI) (CL 21-0606).
David R. Thompson, Niklas Bohn, Amy Braverman, Philip G. Brodrick, Nimrod Carmon and others (2021). “Scene invariants for quantifying radiative transfer uncertainty,” Remote Sensing of Environment, 260, p. 112432. Document (link to DOI).
Niklas Bohn, Thomas H. Painter, David R. Thompson, Nimrod Carmon, Jouni Susiluoto and others (2021). “Optimal estimation of snow and ice surface parameters from imaging spectroscopy measurements,” Remote Sensing of Environment, 264, p. 112613. Document (link to DOI).
Susiluoto, J., Bohn, Niklas, Braverman, Amy, Brodrick, Philip, Carmon, Nimrod and others (2021). “Accelerated Optimal Estimation: Meeting the surface reflectance retrieval performance and quality requirements of future remote imaging spectroscopy missions,” Submitted.
Springer, S., Haario, H., Susiluoto, J., Bibov, A., Davis, A., and Marzouk, Y. (2021). “Efficient Bayesian inference for large chaotic dynamical systems,” Geoscientific Model Development, 14(7), pp. 4319–4333. Document (link to DOI).
Morgan, Rhonda, Savransky, Dmitry, Turmon, Michael, Mennesson, Bertrand, Dula, Walker and others (2021). “Faster Exo-Earth yield for HabEx and LUVOIR via extreme precision radial velocity prior knowledge,” Journal of Astronomical Telescopes, Instruments, and Systems, 7(2), pp. 021220–021220, Society of Photo-Optical Instrumentation Engineers. Document.
Morgan, Rhonda, Savransky, Dmitry, Turmon, Michael, Mennesson, Bertrand, Dula, Walker and others (2021). “Impact of prior knowledge on direct imaging mission yield,” American Astronomical Society Meeting Abstracts, vol. 53, pp. 416–04. Document.
Susiluoto, Jouni, Braverman, Amy, Brodrick, Philip, Hamzi, Boumediene, Johnson, Maggie and others (2021). “Radiative transfer emulation for hyperspectral imaging retrievals with advanced kernel flows-based Gaussian process emulation,” AGU Fall Meeting Abstracts, vol. 2021, pp. NG25A–0506. Document.
Bobra, Monica G, Wright, Paul J, Sun, Xudong, and Turmon, Michael J (2021). “SMARPs and SHARPs: Two solar cycles of active region data,” The Astrophysical Journal Supplement Series, 256(2), p. 26, IOP Publishing. Document.
Susiluoto, Jouni, Bohn, Urs Niklas, Braverman, Amy, Brodrick, Philip, Carmon, Nimrod and others (2021). “Speeding up probabilistic imaging spectroscopy retrievals with Accelerated Optimal Estimation,” AGU Fall Meeting Abstracts, pp. GC15B–0680. Document.
Thompson, David R, Brodrick, Philip G, Bohn, Niklas, Braverman, Amy, Carmon, Nimrod and others (2021). “Toward comprehensive uncertainty predictions for remote imaging spectroscopy,” Imaging Spectrometry XXIV: Applications, Sensors, and Processing, vol. 11504, pp. 56–62. Document.
2020
Bohn, N., Thompson, D. R., Carmon, N., Susiluoto, J., Turmon, M. and others (2020). “Optimal Estimation of Snow and Ice Surface Parameters from Spaceborne Imaging Spectroscopy Measurements,” Remote Sensing of Environment. Document (link to DOI).
Thompson, D. R., Braverman, A., Bohn, N., Brodrick, P., Carmon, N., and others (2020). “Scene Invariants for Quantifying Radiative Transfer Uncertainty,” Remote Sensing of Environment. Document (link to DOI).
Connelly, D. S., Thompson, D. R., Mahowald, N., Li, L., Carmon, N. and others (2020). “The EMIT Mission Information Yield for Mineral Dust Radiative Forcing,” Remote Sensing of Environment. Document (link to DOI).
Cawse-Nicholson, K., Townsend, P. A., Schimel, D., Carmon, N., and others (2020). “NASA’s Surface Biology and Geology Designated Observable: A Perspective on Surface Imaging Algorithms,” Remote Sensing of Environment. Document (link to DOI).
Carmon, N., Thompson, D. R., Susilouto, J., Bohn, N., Connelly, D. S. and others (2020). “Uncertainty Quantification for a Global Imaging Spectroscopy Surface Composition Investigation,” Remote Sensing of Environment. Document (link to DOI).
Thompson, D. R., Braverman, A., Candela, A., Carmon, N., Clark, R. N. and others (2020). “Quantifying Uncertainty for Remote Spectroscopy of Surface Composition,” Remote Sensing of Environment. Document (link to DOI).
Hobbs, J. M., Drouin, B. J., Oyafuso, F., Payne, V. H., Gunson, M. R. and others (2020). “Spectroscopic uncertainty impacts on OCO-2/3 retrievals of XCO2,” Journal of Quantitative Spectroscopy and Radiative Transfer, 257, p. 107360. Document (link to DOI) (CL 20-5165).
Nguyen, H. and Hobbs, J. (2020). “Intercomparison of remote sensing retrievals: An examination of prior-induced biases in averaging kernel corrections,” Remote Sensing, 12(19), p. 3239. Document (link to DOI).
Massoud, E., Turmon, M., Reager, J., Hobbs, J., Liu, Z., and David, C. H. (2020). “Cascading dynamics of the hydrologic cycle in California explored through observations and model simulations,” Geosciences, 10(2), p. 71. Document (link to DOI).
Emery, C. M., David, C. H., Andreadis, K. M., Turmon, M. J., Reager, J. T. and others (2020). “Underlying fundamentals of Kalman filtering for river network modeling,” Journal of Hydrometeorology, 21(3), pp. 453–474. Document (link to DOI).
Karppinen, Tomi, Lamminpää, Otto, Tukiainen, Simo, Kivi, Rigel, Heikkinen, Pauli and others (2020). “Vertical Distribution of Arctic Methane in 2009-2018 Using Ground-Based Remote Sensing,” Remote Sensing, 12(6). Document (link to DOI).
David R. Thompson, Philip G. Brodrick, Niklas Bohn, Amy Braverman, Nimrod Carmon and others (2020). “Toward comprehensive uncertainty predictions for remote imaging spectroscopy,” Imaging Spectrometry XXIV: Applications, Sensors, and Processing, vol. 11504, ed. E. Ientilucci and P. Mouroulis, pp. 56 – 62, SPIE. Document.
David R. Thompson, Amy Braverman, Philip G. Brodrick, Alberto Candela, Nimrod Carmon and others (2020). “Quantifying uncertainty for remote spectroscopy of surface composition,” Remote Sensing of Environment, 247, p. 111898. Document (link to DOI).
Nimrod Carmon, David R. Thompson, Niklas Bohn, Jouni Susiluoto, Michael Turmon and others (2020). “Uncertainty quantification for a global imaging spectroscopy surface composition investigation,” Remote Sensing of Environment, 251, p. 112038. Document (link to DOI).
Susiluoto, J., Spantini, A., Haario, H., Härkönen, T., and Marzouk, Y. (2020). “Efficient multi-scale Gaussian process regression for massive remote sensing data with satGP v0.1.2,” Geoscientific Model Development, 13(7), pp. 3439–3463. Document (link to DOI).
Morgan, R, Savransky, D, Stark, C, Nielsen, E, Mennesson, B and others (2020). “A common comparison of exoplanet yield for the LUVOIR and HabEx Concept Studies,” American Astronomical Society Meeting Abstracts# 235, vol. 235, pp. 130–05. Document.
Susiluoto, Jouni, Turmon, Michael, Carmon, Nimrod, and Thompson, David (2020). “Does optimal estimation perform adequately for hyperspectral surface reflectance retrieval?,” EGU General Assembly Conference Abstracts, p. 11922. Document.
Susiluoto, Jouni, Bohn, Urs Niklas, Braverman, Amy J, Carmon, Nimrod, Thompson, David R, and Turmon, Michael (2020). “Improving the Uncertainty Estimation Performance of Retrieving Surface Reflectances from Remote Sensing Imaging Spectroscopy Data,” AGU Fall Meeting Abstracts, pp. GC022–0003. Document.
Thompson, David R, Braverman, Amy, Brodrick, Philip G, Candela, Alberto, Carmon, Nimrod and others (2020). “Quantifying uncertainty for remote spectroscopy of surface composition,” Remote Sensing of Environment, 247, p. 111898, Elsevier. Document.
Thompson, David R, Bohn, Urs Niklas, Braverman, Amy J, Brodrick, Philip G, Carmon, Nimrod and others (2020). “Scene Invariants for Imaging Spectrometer Uncertainty Quantification,” AGU Fall Meeting Abstracts, pp. GC022–0015. Document.
Carmon, Nimrod, Thompson, David R, Bohn, Niklas, Susiluoto, Jouni, Turmon, Michael and others (2020). “Uncertainty quantification for a global imaging spectroscopy surface composition investigation,” Remote Sensing of Environment, 251, p. 112038, Elsevier. Document.
2019
Carmon, N., Lenart, C., and Ben-Dor, E. (2019). “Investigation of Spectral Assignments from Airborne HRS Sensor to model Friction Deterioration in Asphaltic Roads,” Proceedings of IEEE-WHISPERS. Document (link to DOI).
Lamminpää, O., Hobbs, J., Brynjarsdóttir, J., Laine, M., Braverman, A. and others (2019). “Accelerated MCMC for satellite-based measurements of atmospheric CO₂,” Remote Sensing, 11(17), p. 2061. Document (link to DOI).
David, C. H., Hobbs, J. M., Turmon, M. J., Emery, D. M., Reager, J. T., and Famiglietti, J. S. (2019). “Analytical propagation of runoff uncertainty into discharge uncertainty through a large river network,” Geophysical Research Letters, 46(14), pp. 8102–8113. Document (link to DOI).
Nguyen, H., Cressie, N., and Hobbs, J. (2019). “Sensitivity of optimal estimation satellite retrievals to misspecification of the prior mean and covariance, with application to OCO-2 retrievals,” Remote Sensing, 11(23), p. 2770. Document (link to DOI).
Lewis-Beck, C., Zhu, Z., Mondal, A., Song, J. J., Hobbs, J. and others (2019). “A parametric approach to unmixing remote sensing crop growth signatures,” Journal of Agricultural, Biological and Environmental Statistics, 24(3), pp. 502–516. Document (link to DOI).
Thompson, D. R., Babu, K. N., Braverman, A. J., Eastwood, M. L., Green, R. O. and others (2019). “Optimal estimation of spectral surface reflectance in challenging atmospheres,” Remote Sensing of Environment, 232, p. 111258. Document (link to DOI).
Johnson, M., Caragea, P.C., Meiring, W., Jeganathan, C., and Atkinson, P.M. (2019). “Bayesian Dynamic Linear Models for Estimation of Phenological Events from Remote Sensing Data,” JABES, 24(1). Document.
Guan, Y., Johnson, M., Katzfuss, M., Mannshardt-Hawk, E., Messier, K. P. and others (2019). “Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles,” JASA Applications & Case Studies. To appear. Document.
Reehl, S., Stanfill, B., Johnson, M., Browning, N. B, Mehdi, B. L., and Bramer, L. (2019). “Event detection for undersampled electron microscopy experiments: A control chart case study,” Quality Engineering. To appear.
Shyam, Vikram, Friend, Lauren, Whiteaker, Brian, Bense, Nicholas, Dowdall, Jonathan and others (2019). “PeTaL (Periodic Table of Life) and Physiomimetics,” Designs, 3(3). Document (link to DOI).
Mäkelä, J., Knauer, J., Aurela, M., Black, A., Heimann, M. and others (2019). “Parameter calibration and stomatal conductance formulation comparison for boreal forests with adaptive population importance sampler in the land surface model JSBACH,” Geoscientific Model Development, 12(9), pp. 4075–4098. Document (link to DOI).
Yang, Yuan, Lin, Peirong, Fisher, Colby K, Turmon, Michael, Hobbs, Jonathan and others (2019). “Enhancing SWOT discharge assimilation through spatiotemporal correlations,” Remote Sensing of Environment, 234, p. 111450, Elsevier. Document.
Thompson, David R, Babu, KN, Braverman, Amy J, Eastwood, Michael L, Green, Robert O and others (2019). “Optimal estimation of spectral surface reflectance in challenging atmospheres,” Remote Sensing of Environment, 232, p. 111258, Elsevier. Document.
Morgan, Rhonda, Mennesson, Bertrand, Savransky, Dmitry, Mamajek, Eric E, Stapelfeldt, Karl and others (2019). “Standard Evaluation of exoplanet Yield for the LUVOIR and HabEx Concept Studies,” American Astronomical Society Meeting Abstracts# 233, vol. 233, pp. 237–06. Document.
Morgan, Rhonda, Savransky, Dmitry, Turmon, Michael, Mennesson, Bertrand, Mamajek, Eric and others (2019). “Standard exoplanet yield evaluation for the LUVOIR and HabEx concept studies,” Techniques and Instrumentation for Detection of Exoplanets IX, vol. 11117, p. 1111701. Document.
Turmon, Michael and Braverman, Amy (2019). “Uncertainty quantification for JPL retrievals,” JPL Publication 19-2. Document.
Franklin, Meredith, Ghahari, Azar, Turmon, Michael, Garay, Michael J, Braverman, Amy J, and Lee, Hugo (2019). “Uncertainty quantification in aerosol properties retrieved by optimal estimation: a testbed using General Retrieval of Aerosol and Surface Properties (GRASP),” AGU Fall Meeting Abstracts, vol. 2019, pp. NG21B–0946. Document.
Morgan, Rhonda, Mennesson, Bertrand, Savransky, Dmitry, Mamajek, Eric E, Shaklan, Stuart and others (2019). “Updated standard evaluation of exoplanet yield for the LUVOIR and HabEx Concept Studies,” American Astronomical Society Meeting Abstracts# 234, vol. 234, pp. 403–06. Document.
Duren, Riley M, Thorpe, Andrew K, Foster, Kelsey T, Rafiq, Talha, Hopkins, Francesca M 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 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 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 and others (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 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 and others (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 and others (2019). “A Multiplatform Inversion Estimation of Statewide and Regional Methane Emissions in California during 2014-2016,” Environmental Science & Technology, 53, pp.
2018
Carmon, N. and Ben-Dor, E. (2018). “A Spectral Assignment-Oriented Approach to Improve Interpretability and Accuracy of Proxy Spectral-Based Models,” IEEE Transactions on Geoscience and Remote Sensing. Document (link to DOI).
Gholizadeh, A., Saberioon, M., Carmon, N., Boruvka, L., and Ben-Dor, E. (2018). “Examining the Performance of PARACUDA-II Data-Mining Engine versus Selected Techniques to Model Soil Carbon from Reflectance Spectra,” Remote Sensing, 10(8), p. 1172. Document (link to DOI).
Carmon, N. and Ben-Dor, E. (2018). “Mapping Asphaltic Roads’ Skid Resistance Using Imaging Spectroscopy,” Remote Sensing, 10(3), p. 430. Document (link to DOI).
Brynjarsdóttir, J., Hobbs, J., Braverman, A., and Mandrake, L. (2018). “Optimal estimation versus MCMC for CO₂ retrievals,” Journal of Agricultural, Biological and Environmental Statistics, 23(2), pp. 297–316. Document (link to DOI).
Vaziri, Grace J, Johny, Manju M, Caragea, Petruţa C, and Adelman, James S (2018). “Social context affects thermoregulation but not activity level during avian immune response,” Behavioral Ecology, 30(2), pp. 383-392. Document.
Susiluoto, J., Raivonen, M., Backman, L., Laine, M., Makela, J. and others (2018). “Calibrating the sqHIMMELI v1.0 wetland methane emission model with hierarchical modeling and adaptive MCMC,” Geoscientific Model Development, 11(3), pp. 1199–1228. Document (link to DOI).
Taeb, Armeen, Turmon, Michael, and Chandrasekaran, Venkat (2018). “Detection and Instrument Characterization Using Spatial Statistical Models,” AGU Fall Meeting Abstracts, pp. GC13F–1075. Document.
Pan, Ming, Yang, Yuan, Fisher, Colby K, Lin, Peirong, Turmon, Michael and others (2018). “Enhancing discharge interpolation for SWOT,” AGU Fall Meeting Abstracts, pp. OS53C–1342. Document.
Shiga, Yoichi P, Tadic, Jovan M, Qiu, Xuemei, Yadav, V, Andrews, Arlyn E and others (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 and others (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 and others (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
Gholizadeh, A., Carmon, N., Klement, A., Ben-Dor, E., and Borůvka, L. (2017). “Agricultural Soil Spectral Response and Properties Assessment: Effects of Measurement Protocol and Data Mining Technique,” Remote Sensing, 9(10), p. 1078. Document (link to DOI).
Kopačková, V., Ben-Dor, E., Carmon, N., and Notesco, G. (2017). “Modelling Diverse Soil Attributes with Visible to Longwave Infrared Spectroscopy using PLSR Employed by an Automatic Modelling Engine,” Remote Sensing, 9(2), p. 134. Document (link to DOI).
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. Document (link to DOI) (CL 17-2675).
Raivonen, M., Smolander, S., Backman, L., Susiluoto, J., Aalto, T. and others (2017). “HIMMELI v1.0: HelsinkI Model of MEthane buiLd-up and emIssion for peatlands,” Geoscientific Model Development, 10(12), pp. 4665–4691. Document (link to DOI).
Pulliainen, J., Aurela, M., Laurila, T., Aalto, T., Takala, M. and others (2017). “Early snowmelt significantly enhances boreal springtime carbon uptake,” Proceedings of the National Academy of Sciences, 114(42), pp. 11081–11086, National Academy of Sciences. Document (link to DOI).
Taeb, Armeen, Reager, JT, Turmon, M, and Chandrasekaran, V (2017). “A statistical graphical model of the California reservoir system,” Water Resources Research, 53(11), pp. 9721–9739, Wiley Online Library. Document.
Emery, Charlotte Marie, David, Cedric H, Turmon, Michael, Hobbs, Jonathan, Allen, George H, and Famiglietti, James S (2017). “Development of a data assimilation capability for RAPID,” AGU Fall Meeting Abstracts, vol. 2017, pp. H51E–1324. Document.
Hobbs, Jonathan, Turmon, Michael, David, Cedric H, Reager, John T, and Famiglietti, James S (2017). “Efficient Approaches for Propagating Hydrologic Forcing Uncertainty: High-Resolution Applications Over the Western United States,” AGU Fall Meeting Abstracts, pp. NG31A–0162. Document.
Morgan, Rhonda, Turmon, Michael, Delacroix, Christian, Savransky, Dmitry, Garrett, Daniel and others (2017). “ExEP yield modeling tool and validation test results,” Techniques and Instrumentation for Detection of Exoplanets VIII, vol. 10400, pp. 440–453. Document.
Morgan, Rhonda M, Bottom, Michael, Turmon, Michael, Mennesson, Bertrand P, Warfield, Keith and others (2017). “HabEx yield modeling with for systems engineering,” UV/Optical/IR Space Telescopes and Instruments: Innovative Technologies and Concepts VIII, vol. 10398, p. 1039804. Document.
Famiglietti, James S, David, Cedric H, Reager, John T, Oaida, Catalina, Stampoulis, Dimitrios and others (2017). “The Western States Water Mission: A hyper-resolution hydrological model and data integration platform for the Western United States,” AGU Fall Meeting Abstracts, pp. H53F–1527. Document.
Reager, John T, Castle, Stephanie, Turmon, Michael, Famiglietti, James S, and Fournier, Severine (2017). “Using NASA's GRACE and SMAP satellites to measure human impacts on the water cycle,” AGU Fall Meeting Abstracts, pp. H52F–04. Document.
2016
Carmon, Nimrod and Ben-Dor, Eyal (2016). “Rapid assessment of dynamic friction coefficient of asphalt pavement using reflectance spectroscopy,” IEEE Geoscience and Remote Sensing Letters, 13(5), pp. 721–724, IEEE. Document (link to DOI).
Connor, B., Bösch, H., McDuffie, J., Taylor, T., Fu, D. and others (2016). “Quantification of uncertainties in OCO-2 measurements of XCO2: simulations and linear error analysis,” Atmospheric Measurement Techniques, 9(10), pp. 5227–5238. Document (link to DOI).
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.
Mäkelä, J., Susiluoto, J., Markkanen, T., Aurela, M., Järvinen, H. and others (2016). “Constraining ecosystem model with adaptive Metropolis algorithm using boreal forest site eddy covariance measurements,” Nonlinear Processes in Geophysics, 23(6), pp. 447–465. Document (link to DOI).
Taeb, Armeen, Reager, John T, Turmon, Michael, and Chandrasekaran, Venkat (2016). “California reservoir drought sensitivity and exhaustion risk using statistical graphical models,” arXiv preprint arXiv:1606.08098. Document.
Djorgovski, S George, Graham, Matthew J, Donalek, Ciro, Mahabal, AA, Drake, Andrew J and others (2016). “Real-time data mining of massive data streams from synoptic sky surveys,” Future Generation Computer Systems, 59, pp. 95–104, Elsevier. Document.
Verhulst, Kristal, Karion, Anna, Kim, Jooil, Salameh, Peter, Keeling, Ralph and others (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 and others (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 and others (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
Hobbs, J. M. (2015). “Uncertainty Quantification for Remote Sensing Retrievals: Monte Carlo Experiments for OCO-2,” (section seminar). Document (CL 15-5287).
Morton, L. W., Hobbs, J., Arbuckle, J. F., and Loy, A. (2015). “Upper Midwest climate variations: Farmer responses to excess water risks,” Journal of Environmental Quality, 44(3), pp. 810–822. Document (link to DOI).
Arbuckle, J. G., Morton, L. W., and Hobbs, J. (2015). “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, 47(2), pp. 205–234. Document (link to DOI).
Power, M. 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. Document (link to DOI).
Loikith, P. C., Waliser, D. E., Lee, H., Kim, J., Neelin, J. D. and others (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.
Reager, John T, Rao, Preeti, Famiglietti, James S, and Turmon, Michael (2015). “Improved uncertainty quantification in groundwater flux estimation using GRACE,” AGU Fall Meeting Abstracts, pp. H44F–05. Document.
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 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). Document (CL#15-5676).
2014
Arbuckle, J. G., 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. Document (link to DOI).
Wuebbles, D., Meehl, G., Hayhoe, K., Karl, T. R., Kunkel, K. and others (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. and others (2014). “Cloud computing and virtualization within the regional climate model and evaluation system,” Earth Science Informatics, 7(1), pp. 1-12.
Crichton, Daniel J, Braverman, Amy J, Cinquini, Luca, Turmon, Michael, Lee, Hugo, and Law, Emily (2014). “A disciplined architectural approach to scaling data analysis for massive, scientific data,” AGU Fall Meeting Abstracts, pp. IN24A–01. Document.
Djorgovski, S George, Mahabal, Ashish, Donalek, Ciro, Graham, Matthew, Drake, Andrew and others (2014). “Automated real-time classification and decision making in massive data streams from synoptic sky surveys,” 2014 IEEE 10th International Conference on e-Science, vol. 1, pp. 204–211. Document.
Cinquini, Luca, Crichton, Daniel J, Braverman, Amy J, Kyo, L, Fuchs, Thomas, and Turmon, Michael (2014). “DAWN: A simulation model for evaluating costs and tradeoffs of big data science architectures,” AGU Fall Meeting Abstracts, vol. 2014, pp. IN23E–03. Document.
Fuchs, Thomas J, Turmon, Michael, Graham, Matthew J, Donalek, Ciro, Mahabal, Ashish and others (2014). “R in the midst of exploding stars: Distributed, time-domain transient classification,” UseR Conference.
Hoeksema, J. T., Liu, Y., Hayashi, K., Sun, X., Schou, J. and others (2014). “The HMI vector magnetic field pipeline: Overview and performance,” Solar Physics, 289, pp. 3483-3530, Springer. Document (link to DOI).
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. Document.
Bobra, M. G., Sun, X., Hoeksema, J. T., Turmon, M., Liu, Y. and others (2014). “The HMI vector magnetic field pipeline: SHARPs – Space-Weather HMI Active Region Patches,” Solar Physics, 289, pp. 3549–3578, Springer. Document (link to DOI).
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
Morton, L. W., Hobbs, J., and Arbuckle, J. G. (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. Document (link to DOI).
Arbuckle, J. G., Morton, L. W., and Hobbs, J. (2013). “Farmer beliefs and concerns about climate change and attitudes toward adaptation and mitigation: Evidence from Iowa,” Climatic Change, 118(3-4), pp. 551–563. Document (link to DOI).
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. and others (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.
Donalek, Ciro, Djorgovski, S George, Mahabal, Ashish, Graham, Matthew, Drake, Andrew and others (2013). “Feature selection strategies for classifying high dimensional astronomical data sets,” 2013 IEEE International Conference on Big Data, pp. 35–41. Document.
Turmon, Michael, Hoeksema, J Todd, and Bobra, Monica (2013). “TARPs: Tracked Active Region Patches from SOHO/MDI,” AGU Fall Meeting Abstracts, pp. SH23A-2087. Document.
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. and others (2013). “Kalman-Filtered Compressive Sensing for High Resolution Estimation of Anthropogenic Greenhouse Gas Emissions from Sparse Measurements,” Sandia National Laboratory, Livermore, CA.
2012
Pietrobon, Davide, Gorski, Krzysztof M, Bartlett, James, Banday, A J, Dobler, Gregory and others (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.
Liu, Y, Scherrer, PH, Hoeksema, JT, Schou, J, Bai, T and others (2012). “A first look at magnetic field data products from SDO/HMI,” 4th Hinode Science Meeting: Unsolved Problems and Recent Insights, vol. 455, p. 337. Document.
Donalek, Ciro, Graham, MJ, Mahabal, A, Djorgovski, SG, Drake, AJ and others (2012). “Lightcurve based classification of transient events,” American Astronomical Society Meeting Abstracts# 219, vol. 219, pp. 446–16. Document.
Hayashi, Keiji, Liu, Y, Sun, X, Turmon, MJ, HMI Team, and others (2012). “Making the daily-updated synoptic map of HMI line-of-sight magnetogram cooperating with the HARP module,” American Astronomical Society Meeting Abstracts# 220, vol. 220, pp. 207–16. Document.
Bobra, M, Turmon, M, Baldner, C, Sun, X, and Hoeksema, JT (2012). “SHARPs – A Near-Real-Time Space Weather Data Product from HMI,” AGU Fall Meeting Abstracts, pp. SH43B–2171. Document.
Turmon, Michael, Hoeksema, Todd, Sun, Xudong, and Bobra, Monica (2012). “HARPs: Tracked Active Region Patch Data Product from SDO/HMI,” AGU Fall Meeting Abstracts, pp. SH13A-2246. Document.
Mahabal, A., Donalek, C., Djorgovski, S. G., Drake, A. J., Graham, M. J. and others (2012). “Real-time classification of transient events in synoptic sky surveys,” New Horizons in Time-Domain Astronomy (IAU Symposium), vol. 285, pp. 355-357.
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. Document.
Fisel, B. J., Gutowski, W. J., Hobbs, J. M., and Cassano, J. J. (2011). “Multiregime states of Arctic atmospheric circulation,” Journal of Geophysical Research, 116(D20), pp. D20122. Document (link to DOI).
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.
Mahabal, Ashish A, Donalek, C, Djorgovski, SG, Drake, AJ, Graham, MJ and others (2011). “Real-time classification of transient events in synoptic sky surveys,” Proceedings of the International Astronomical Union, 7(S285), pp. 355–357, Cambridge University Press. Document.
Mahabal, Ashish, Djorgovski, SG, Moghaddam, B, Donalek, C, Chen, Y and others (2011). “Classification with sparse timeseries,” AAS/High Energy Astrophysics Division# 12, 12, pp. 6–03. Document.
Mahabal, AA, Djorgovski, SG, Drake, AJ, Donalek, C, Graham, MJ and others (2011). “Discovery, classification, and scientific exploration of transient events from the Catalina Real-time Transient Survey,” arXiv preprint arXiv:1111.0313. Document.
D. A. Dumond, L. Ray, M. Bajracharya, and M. Turmon (2011). “Terrain classification using machine learning and proprioceptive sensors,” Workshop of the International Society for Terrain-Vehicle Systems (ISTVS).
Mahabal, A. A., Djorgovski, S. G., Drake, A. J., Donalek, C., Graham, M. J. and others (2011). “Discovery, classification, and scientific exploration of transient events from the Catalina Real-time Transient Survey,” Bull. Astronomical Society of India, 39(3), pp. 387-408.
Bobra, M, Hoeksema, JT, Sun, X, and Turmon, M (2011). “SHARPs – A new space weather data product from SDO/HMI,” AGU Fall Meeting Abstracts, pp. SH51B–2006. Document.
Hristova-Veleva, S. M., Li, P., Turk, F. J., Knosp, B., Vu, Q. and others (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. Document.
Li, P., Stough, T., Vu, Q., Granger, S. L., Jones, D. J. and others (2011). “CalSimHydro Tool - A Web-based interactive tool for the CalSim 3.0 Hydrology Prepropessor,” AGU Fall Meeting Abstracts, pp. H1399. Document.
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. Document.
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. Document.
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. Document.
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. Document.
Hobbs, J., Wickham, H., Hofmann, H., and Cook, D. (2010). “Glaciers melt as mountains warm: a graphical case study,” Computational Statistics, 25(4), pp. 569–586. Document (link to DOI).
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. Document (link to DOI).
Li, P., Hristova-Veleva, S. M., Turk, F. J., Vu, Q., Knosp, B. W. and others (2010). “The JPL GRIP Portal - Serving Near Real-time Observation and Model Forecast for Hurricane Study,” AGU Fall Meeting Abstracts, pp. A1260. Document.
Hristova-Veleva, S. M., Turk, F. J., Li, P., Knosp, B. W., Vu, Q. and others (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. Document.
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. Document (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. Document (CL 10-0771).
Rankin, A., Bajracharya, M., Huertas, A., Howard, A., Moghaddam, B. and others (2010). “Stereo-vision-based perception capabilities developed during the Robotics Collaborative Technology Alliances program,” SPIE Conference Series, vol. 7692, pp. 76920C-76920C-15. Document.
Malanushenko, O, Jones, H, Turmon, M, and Pap, J (2010). “Analysis of Ca II 8542 Å scanning spectroscopy for statistical feature recognition,” Memorie della Societa Astronomica Italiana, v. 81, p. 801 (2010), 81, p. 801.
Turon, C, Meynadier, F, Arenou, F, Mahabal, AA, Djorgovski, SG and others (2010). “Classification of Optical Transients: Experiences from PQ and CRTS Surveys,” European Astronomical Society Publications Series, 45, pp. 173–178, EDP Sciences. Document.
Mahabal, Ashish, Djorgovski, SG, Donalek, Ciro, Drake, Andrew, Graham, Matthew and others (2010). “Mixing Bayesian techniques for effective real-time classification of astronomical transients,” Astronomical Data Analysis Software and Systems XIX, vol. 434, p. 115. Document.
Turmon, Michael J, Block, Gary L, Green, Robert O, Hua, Hook, Jacob, Joseph C and others (2010). “Observing System Simulation Experiment (OSSE) for the HyspIRI spectrometer mission,” NTR. Document.
Turmon, Michael, Tang, Benyang, Howard, Andrew, and Brjaracharya, Max (2010). “Predicting Long-Range Traversability from Short-Range Stereo-Derived Geometry,” NTR. Document.
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. Document.
Braverman, A. J., Cressie, N., Katzfuss, M., Michalak, A. M., Miller, C. E. and others (2009). “Geostatistical Data Fusion for Remote Sensing Applications,” AGU Fall Meeting Abstracts, pp. C1014. Document.
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. Document.
Dickinson, C, Eriksen, H K, Banday, A J, Jewell, J B, Górski, K M and others (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. and others (2009). “3D Visualization of near real-time remote-sensing observation for hurricanes field campaign using Google Earth API,” AGU Fall Meeting Abstracts, pp. A1025. Document.
Hristova-Veleva, S. M., Chao, Y., Chau, A. H., Haddad, Z. S., Knosp, B. and others (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. Document.
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. Document (CL #09-3134).
Jones, HP, Chapman, GA, Harvey, KL, Pap, JM, Preminger, DG and others (2009). “A comparison of feature classification methods for modeling solar irradiance variation,” Solar Image Analysis and Visualization, pp. 113–127, Springer. Document (link to DOI).
Bajracharya, Max, Howard, Andrew, Matthies, Larry, Tang, Benyang, and Turmon, Michael (2009). “Autonomous off-road navigation with end-to-end learning for the LAGR program,” Journal of Field Robotics, 26(1), pp. 3–25, Wiley. Document.
Pap, Judit M, Bertello, L, Chapman, G, Floyd, LE, Jones, H and others (2009). “Comparison of Independent Feature Recognition Method for Time Series Analysis of Irradiance Variations Based on Statistical Feature Recognition,” AAS/Solar Physics Division Meeting, vol. 41, pp. 9–34. Document.
Norton, Charles D, Eldering, Annmarie, Turmon, Michael, and Parker, Jay (2009). “Extending OSSE beyond numerical weather prediction to new areas in Earth observing science,” 2009 IEEE Aerospace conference, pp. 1–10. Document (link to DOI).
Jones, Harrison P, Turmon, MJ, Malanushenko, OV, and Pap, JM (2009). “Training Sets for Statistical Feature Recognition in Multidimensional Solar Imagery,” AAS/Solar Physics Division Meeting# 40, vol. 40, pp. 15–18. Document.
R. Granat, K. L. Wagstaff, B. Bornstein, B. Tang, and M. Turmon (2009). “Simulating and detecting radiation-induced errors for onboard machine learning,” International Conference on Space Mission Challenges for Information Technology (SMC-IT), pp. 125-131. Document (CL #09-1474).
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. and others (2008). “The JPL Tropical Cyclone Information System: Data and Tools for Researchers,” AGU Fall Meeting Abstracts, pp. A1051. Document.
H. P. Jones, G. A. Chapman, K. L. Harvey, J. M. Pap, D. G. Preminger and others (2008). “A Comparison of Feature Classification Methods for Modeling Solar Irradiance Variation,” Solar Physics, 248(2), pp. 323-337. Document (link to DOI).
M. Sarrel and M. Turmon (2008). “Improved Estimates of Spitzer Space Telescope Data Volumes with Error Bars,” AIAA SPACE 2008, p. 7696. Document (CL 08-0637).
A. Mahabal, S. G. Djorgovski, M. Turmon, J. Jewell, R. Williams and others (2008). “Automated probabilistic classification of transients and variables,” Astronomische Nachrichten: Astronomical Notes, 329(3), pp. 288-291. Document.
Bajracharya, Max, Tang, Benyang, Howard, Andrew, Turmon, Michael, and Matthies, Larry (2008). “Learning long-range terrain classification for autonomous navigation,” 2008 IEEE International Conference on Robotics and Automation, pp. 4018–4024. Document.
Pap, JM, Bertello, L, Chapman, G, Floyd, LE, Harder, J and others (2008). “Spectral Irradiance Variations and Magnetic Field Changes During Solar Cycle 23,” AGU Fall Meeting Abstracts, pp. SH13A–1504. Document.
Malanushenko, O, Jones, HP, Turmon, M, and Pap, J (2008). “The application of Gaussian Mixture and Histogram-based Bayesian methods to NSO/Kitt Peak VT data,” AGU Fall Meeting Abstracts, pp. SH13A–1519. Document.
Mahabal, A, Djorgovski, SG, Williams, R, Drake, A, Donalek, C and others (2008). “Towards Real-Time Classification of Astronomical Transients,” AIP Conference Proceedings, vol. 1082, pp. 287–293. Document.
Jacob, Joseph, Turmon, Michael, Stough, Timothy, Siegel, Herbert, Kurt, Cindy, and others (2008). “Visualization component of vehicle health decision support system,” NTR. Document.
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.