Publications by Year
2025
Bohn, N., Bair, E. H., Brodrick, P. G., Carmon, N., Green, R. O. and others (2025). “Do we still need reflectance? From radiance to snow properties in mountainous terrain: A case study with the EMIT imaging spectrometer,” The Cryosphere, 19(3), pp. 1279–1302. Document (link to DOI).
Wilder, Brenton A, Enterkine, Josh, Hoppinen, Zachary, Adebisi, Naheem, Marshall, Hans-Peter and others (2025). “Modeling snow optical properties from single wavelength airborne lidar in steep forested terrain,” Frontiers in Earth Science, 13, p. 1487776, Frontiers Media SA. Document.
2024
Bair, E. H., Roberts, D. A., Thompson, D. R., Brodrick, P. G., Wilder, B. A. and others (2024). “Brief communication: Not as dirty as they look, flawed airborne and satellite snow spectra,” EGUsphere, 2024, pp. 1–8. Preprint. Document (link to DOI).
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).
Simafranca, N., Willoughby, B., O'Neil, E., Farr, S., Reich, B. J. and others (2024). “Modelling wildland fire burn severity in California using a spatial Super Learner approach,” Environmental and Ecological Statistics.
Otto Lamminpää, Amy Braverman, Maggie Johnson, Jonathan Hobbs, Jouni Susiluoto, and Mike Turmon (2024). “Gaussian Mixture Models for Inversion and Uncertainty Quantification,” Document (CL#24-0952).
Lamminpää, O. M., Susiluoto, J. I., Hobbs, J. M., McDuffie, J. L., Braverman, A. J., and Owhadi, H. (2024). “Forward Model Emulator for Atmospheric Radiative Transfer Using Gaussian Processes And Cross Validation,” Atmospheric Measurement Techniques Discussions, 2024, pp. 1–32. Document (link to DOI).
Wilder, Brenton A, Meyer, Joachim, Enterkine, Josh, and Glenn, Nancy F (2024). “Improved snow property retrievals by solving for topography in the inversion of at-sensor radiance measurements,” The Cryosphere, 18(11), pp. 5015–5029, Copernicus Publications G{\"o}ttingen, Germany. Document.
Wilder, Brenton A, Lee, Christine M, Chlus, Adam, Marshall, Hans-Peter, Brandt, Jodi and others (2024). “Computationally efficient retrieval of snow surface properties from spaceborne imaging spectroscopy measurements through dimensionality reduction using k-means clustering,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE. 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).
Halverson, G., Cawse-Nicholson, K., and Johnson, M. (2023). “ECOSTRESS Collection 2 Level 1-2-3-4 Gridded and Tiled Products User Guide,” Document.
Hook, S., Cawse-Nicholson, K., Halverson, G., Hatch, B., Johnson, M. C. and others (2023). “ECOSTRESS Level-3 Evapotranspiration L3 (JET) Algorithm Theoretical Basis Document,” Document.
Nimrod Carmon, Alexander Berk, Niklas Bohn, Phillip G. Brodrick, Jeff Dozier and others (2023). “Shape from spectra,” Remote Sensing of Environment, 288, p. 113497.
Zina-Sabrina Duma, Jouni Susiluoto, Otto Lamminpää, Tuomas Sihvonen, Satu-Pia Reinikainen, and Heikki Haario (2023). “KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows,” Document.
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.
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).
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.
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, 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.
Wilder, Brenton A and Kinoshita, Alicia M (2022). “Incorporating ECOSTRESS evapotranspiration in a paired catchment water balance analysis after the 2018 Holy Fire in California,” Catena, 215, p. 106300, Elsevier. 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).
Johnson, M., Reich, B. J., and Gray, J. (2021). “Multisensor Fusion of Remotely Sensed Vegetation Indices using Multivariate Space-Time Dynamic Linear Models,” Journal of the Royal Statistical Society, Series C, 70(3), pp. 793-812.
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.
Wilder, Brenton A, Lancaster, Jeremy T, Cafferata, Peter H, Coe, Drew BR, Swanson, Brian J and others (2021). “An analytical solution for rapidly predicting post-fire peak streamflow for small watersheds in southern California,” Hydrological Processes, 35(1), pp. e13976, Wiley. 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).
Cawse-Nicholson, K., Braverman, A., Kang, E., Li, M., Johnson, M. and others (2020). “Sensitivity and uncertainty quantification for the ECOSTRESS evapotranspiration algorithm – DisALEXI,” International Journal of Applied Earth Observation and Geoinformation, 89, p. 102088. Document (link to DOI).
von Clarmann, T., Degenstein, D. A., Livesey, N. J., Bender, S., Braverman, A. and others (2020). “Overview: Estimating and reporting uncertainties in remotely sensed atmospheric composition and temperature,” Atmospheric Measurement Techniques, 13(8), pp. 4393–4436.
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.
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.
Kohli, Gurjot, Lee, Christine M, Fisher, Joshua B, Halverson, Gregory, Variano, Evan and others (2020). “ECOSTRESS and CIMIS: A comparison of potential and reference evapotranspiration in riverside county, California,” Remote Sensing, 12(24), p. 4126, MDPI. 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, 115(531), pp. 1111-1124.
Lamminpää, Otto, Laine, Marko, Tukiainen, Simo, and Tamminen, Johanna (2019). “Likelihood Informed Dimension Reduction for Remote Sensing of Atmospheric Constituent Profiles,” 2017 MATRIX Annals, ed. J. de Gier, C. Praeger, and T. Tao, pp. 65–78, Springer International Publishing. 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, 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).
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).
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.
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.
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).
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).