Jonathan Hobbs

Most-cited papers

1. Forward model emulator for atmospheric radiative transfer using Gaussian processes and cross validation

   Otto Lamminpää, J. Susiluoto, Jonathan Hobbs, James McDuffie +2 more

   2025Atmospheric Measurement Techniques10 citations Open access

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2. Functional analysis of variance (ANOVA) for carbon flux estimates from remote sensing data

   Jonathan Hobbs, M. Katzfuss, Hai Nguyen, Vineet Yadav +1 more

   2024Geoscientific Model Development6 citations Open access

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3. An Error Model for Evaluating the Accuracy of Satellite-Based XCO$_2$ Products

   Vineet Yadav, Jonathan Hobbs, H. M. Nguyen, S. Kulawik +7 more

   20252 citations

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4. A Bayesian hierarchical framework for fusion of remote sensing data: An example with solar-induced fluorescence

   Manju Johny, Jonathan Hobbs, Vineet Yadav, Margaret Johnson +3 more

   20251 citations

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5. Amortized Probabilistic Retrieval of Atmospheric CO2 from OCO-2 Spectra Using Deep Learning with Laplace Approximations and Normalizing Flows

   Alejandro Calle-Saldarriaga, Felix Jimenez, Jack Grosskreuz, Jiazheng Wang +2 more

   2026arXiv.org0 citations

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6. Estimation of Impact Ranges for Functional Valued Predictors

   Rory Samuels, N. Carmon, Bledar A. Konomi, Jonathan Hobbs +3 more

   2025Environmetrics0 citations

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7. MEASURES 2017 XCO2 Data Fusion (v3) Data User’s Guide

   Hai Nguyen, Jun-Jie Liu, S. Kulawik, David Baker +4 more

   20220 citations

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