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  2. Publications
  • ClimaLand: A Land Surface Model Designed to Enable Data‐Driven Parameterizations
    Deck, K., Braghiere, R. K., Renchon, A. A., Sloan, J., Bozzola, G., Speer, E., Ben Mackay, J., Reddy, T., Phan, K., Gagné‐Landmann, A. L., Li, Y., Yatunin, D., Charbonneau, A., Efrat‐Henrici, N., Bach, E., Ma, S., Gentine, P., Frankenberg, C., Bloom, A. A., Wang, Y., Longo, M. and Schneider, T.
    journal-article
    Journal of Advances in Modeling Earth Systems (2026)
    DOI
  • Heterogeneous Responses of High‐Latitude Forest Productivity to Interannual Climate Variability
    Liu, K., Liu, J., Yao, Y., Frankenberg, C. and Wennberg, P.
    journal-article
    Geophysical Research Letters (2026)
    DOI
  • Airborne Observations Reveal Underestimated Riverine Methane Emissions Across the Amazon
    Ort, L., Frankenberg, C., Dadheech, N., Yoon, J. Y. S., Turner, A. J., Bloom, A. A., Konopka, P., Lachnitt, H., Hoor, P., Lelieveld, J., Kort, E. A. and Fischer, H.
    journal-article
    Geophysical Research Letters (2026)
    DOI
  • Inferring drivers of tropical isoprene: competing effects of emissions and chemistry
    Yoon, J. Y. S., Wells, K. C., Millet, D. B., Frankenberg, C., Sanghavi, S., Swann, A. L. S., Thornton, J. A. and Turner, A. J.
    journal-article
    Atmospheric Chemistry and Physics (2026)
    DOI
  • Airborne observations reveal underestimated riverine methane emissions across the Amazon
    Ort, L., Frankenberg, C., Dadheech, N., Yoon, J. Y. S., Turner, A. J., Bloom, A. A., Konopka, P., Lachnitt, H., Hoor, P. M., Lelieveld, J., Kort, E. A. and Fischer, H.
    preprint
    (2026)
    DOI
  • Application of imaging spectroscopy for assessing fuel moisture content in Fishlake National Forest, Utah
    Pascolini-Campbell, M., Bohn, N., Miner, K., Lou, Y., An, K., Peacocock, A., Chen, R., Rolla, J., Frankenberg, C., Seidel, F. and Hudak, A.
    preprint
    (2026)
    DOI
  • A deep learning-driven emission estimator utilizing a mixture of experts for local wind speed situations applied to high-resolution methane imagery
    Plewa, T., Butz, A., Frankenberg, C., Thorpe, A. K. and Marshall, J.
    preprint
    (2026)
    DOI
  • Leveraging temperature–mortality risk relationship to identify most effective urban heat adaptation sites
    Shreevastava, A., Druckenmiller, H., Dehaene, Q., Halsey, A., Prasanth, S., Yoo, C., Hulley, G., Frankenburg, C. and Yin, Y.
    preprint
    (2026)
    DOI
  • Natural Variability in Stratosphere-Troposphere Exchange: An Underappreciated Driver of Global Methane Growth Rates
    Yin, Y., Nguyen, N., Wang, Q., Turner, A., Chevallier, F. and Frankenberg, C.
    preprint
    (2026)
    DOI
  • Recent gains in global terrestrial carbon stocks are mostly stored in nonliving pools
    Bar-On, Y. M., Li, X., O’Sullivan, M., Wigneron, J., Sitch, S., Ciais, P., Frankenberg, C. and Fischer, W. W.
    journal-article
    Science (2025)
    DOI
  • On the Use of N<sub>2</sub>O as a Light‐Path Proxy for Accurate Greenhouse Gas Measurements From Space
    Frankenberg, C., Sanghavi, S., Saha, A., Wennberg, P. O., Jacob, D. J. and Michalak, A. M.
    journal-article
    Geophysical Research Letters (2025)
    DOI
  • Tracking subtle seasonal shifts in pigment composition with hyperspectral reflectance in a temperate evergreen forest
    Magney, T. S., Brissette, L. E. G., Pierrat, Z. A., Logan, B., Reblin, J., Nelson, S., Stutz, J., Frankenberg, C., Bowling, D. R. and Wong, C. Y. S.
    journal-article
    Tree Physiology (2025)
    DOI
  • Reduction in Earth’s carbon budget imbalance
    Pandey, S., Chevallier, F., Rödenbeck, C., Byrne, B., Chatterjee, A., Liu, J. and Frankenberg, C.
    journal-article
    Nature Communications (2025)
    DOI
  • Impact of Raman Scattering on SIF Retrievals From Hyperspectral Satellite Observations
    Sanghavi, S., Frankenberg, C., Nelson, R. R., O’Dell, C. W., Rosenberg, R. and Joiner, J.
    journal-article
    Geophysical Research Letters (2025)
    DOI
  • Impacts of leaf traits on vegetation optical properties in Earth system modeling
    Wang, Y., Braghiere, R. K., Fischer, W. W., Yao, Y., Shen, Z., Schneider, T., Bloom, A. A., Schimel, D., Croft, H., Winkler, A. J., Reichstein, M. and Frankenberg, C.
    journal-article
    Nature Communications (2025)
    DOI
  • On the use of N<sub>2</sub>O as a light-path proxy for accurate greenhouse gas measurements from space
    Frankenberg, C., Sanghavi, S., Saha, A., Wennberg, P. O., Jacob, D. J. and Michalak, A. M.
    preprint
    (2025)
    DOI
  • Improved model predictions of carbon and water fluxes by including drought legacy effects
    Yao, Y., Wang, Y., Yin, Y., Wood, J. D. and Frankenberg, C.
    preprint
    (2025)
    DOI
  • Inferring drivers of tropical isoprene: competing effects of emissions and chemistry
    Yoon, J., Wells, K. C., Millet, D. B., Frankenberg, C., Sanghavi, S., Swann, A. L. S., Thornton, J. A. and Turner, A. J.
    preprint
    (2025)
    DOI Supplement
  • Monitoring the impact of forest changes on carbon uptake with solar-induced fluorescence measurements from GOME-2A and TROPOMI for an Australian and Chinese case study
    Anema, J. C. S., Boersma, K. F., Stammes, P., Koren, G., Woodgate, W., Köhler, P., Frankenberg, C. and Stol, J.
    journal-article
    Biogeosciences (2024)
    DOI
  • Understanding Terrestrial Water and Carbon Cycles and Their Interactions Using Integrated SMAP Soil Moisture and OCO‐2 SIF Observations and Land Surface Models
    Cao, Z., Xue, Y., Nayak, H. P., Lettenmaier, D. P., Frankenberg, C., Köhler, P. and Li, Z.
    journal-article
    Journal of Geophysical Research: Atmospheres (2024)
    DOI
  • Evaluating the contribution of methanotrophy kinetics to uncertainty in the soil methane sink
    Dion-Kirschner, H., Nguyen, N. H., Frankenberg, C. and Fischer, W. W.
    journal-article
    Environmental Research Letters (2024)
    DOI
  • Data Drought in the Humid Tropics: How to Overcome the Cloud Barrier in Greenhouse Gas Remote Sensing
    Frankenberg, C., Bar‐On, Y. M., Yin, Y., Wennberg, P. O., Jacob, D. J. and Michalak, A. M.
    journal-article
    Geophysical Research Letters (2024)
    DOI
  • Noise Reduction for Solar-Induced Fluorescence Retrievals Using Machine Learning and Principal Component Analysis: Simulations and Applications to GOME-2 Satellite Retrievals
    Joiner, J., Yoshida, Y., Guanter, L., Lamsal, L., Li, C., Fasnacht, Z., Köhler, P., Frankenberg, C., Sun, Y. and Parazoo, N.
    journal-article
    Artificial Intelligence for the Earth Systems (2024)
    DOI
  • Non-steady-state stomatal conductance modeling and its implications: from leaf to ecosystem
    Liu, K., Wang, Y., Magney, T. S. and Frankenberg, C.
    journal-article
    Biogeosciences (2024)
    DOI
  • Seasonal timing of fluorescence and photosynthetic yields at needle and canopy scales in evergreen needleleaf forests
    Pierrat, Z. A., Magney, T., Maguire, A., Brissette, L., Doughty, R., Bowling, D. R., Logan, B., Parazoo, N., Frankenberg, C. and Stutz, J.
    journal-article
    Ecology (2024)
    DOI
  • Beyond the visible: Accounting for ultraviolet and far‐red radiation in vegetation productivity and surface energy budgets
    Wang, Y., Braghiere, R. K., Yin, Y., Yao, Y., Hao, D. and Frankenberg, C.
    journal-article
    Global Change Biology (2024)
    DOI
  • Toward More Accurate Modeling of Canopy Radiative Transfer and Leaf Electron Transport in Land Surface Modeling
    Wang, Y. and Frankenberg, C.
    journal-article
    Journal of Advances in Modeling Earth Systems (2024)
    DOI
  • Investigating Diurnal and Seasonal Cycles of Vegetation Optical Depth Retrieved From GNSS Signals in a Broadleaf Forest
    Yao, Y., Humphrey, V., Konings, A. G., Wang, Y., Yin, Y., Holtzman, N., Wood, J. D., Bar‐On, Y. and Frankenberg, C.
    journal-article
    Geophysical Research Letters (2024)
    DOI
  • The impacts of elevated CO <sub>2</sub> on forest growth, mortality, and recovery in the Amazon rainforest
    Yao, Y., Ciais, P., Joetzjer, E., Li, W., Zhu, L., Wang, Y., Frankenberg, C. and Viovy, N.
    journal-article
    Earth System Dynamics (2024)
    DOI
  • Data Drought in the Humid Tropics: How to Overcome the Cloud Barrier in Greenhouse Gas Remote Sensing
    Frankenberg, C., Bar-On, Y. M., Yin, Y., Wenberg, P. O., Jacob, D. J. and Michalak, A. M.
    preprint
    (2024)
    DOI
  • Tipping point in North American Arctic-Boreal carbon sink persists in new generation Earth system models despite reduced uncertainty
    Braghiere, R. K., Fisher, J. B., Miner, K. R., Miller, C. E., Worden, J. R., Schimel, D. S. and Frankenberg, C.
    journal-article
    Environmental Research Letters (2023)
    DOI
  • Algae Blooms on the Greenland Ice Sheet Detected Through Solar-Induced Fluorescence
    Gerlein-Safdi, C., Köhler, P., Wang, S., Flanner, M., Keppel-Aleks, G. and Frankenberg, C.
    journal-article
    IEEE Transactions on Geoscience and Remote Sensing (2023)
    DOI
  • Constraining Plant Hydraulics With Microwave Radiometry in a Land Surface Model: Impacts of Temporal Resolution
    Holtzman, N., Wang, Y., Wood, J. D., Frankenberg, C. and Konings, A. G.
    journal-article
    Water Resources Research (2023)
    DOI
  • Continuous ground monitoring of vegetation optical depth and water content with GPS signals
    Humphrey, V. and Frankenberg, C.
    journal-article
    Biogeosciences (2023)
    DOI
  • Satellite-based solar-induced fluorescence tracks seasonal and elevational patterns of photosynthesis in California’s Sierra Nevada mountains
    Kunik, L., Bowling, D. R., Raczka, B., Frankenberg, C., Köhler, P., Cheng, R., Smith, K. R., Goulden, M., Jung, M. and Lin, J. C.
    journal-article
    Environmental Research Letters (2023)
    DOI
  • First Light Demonstration of Red Solar Induced Fluorescence for Harmful Algal Bloom Monitoring
    Luis, K., Köhler, P., Frankenberg, C. and Gierach, M.
    journal-article
    Geophysical Research Letters (2023)
    DOI
  • Raman scattering in the Earth’s atmosphere, Part II: Radiative transfer modeling for remote sensing applications
    Sanghavi, S. and Frankenberg, C.
    journal-article
    Journal of Quantitative Spectroscopy and Radiative Transfer (2023)
    DOI
  • Attribution of individual methane and carbon dioxide emission sources using EMIT observations from space
    Thorpe, A. K., Green, R. O., Thompson, D. R., Brodrick, P. G., Chapman, J. W., Elder, C. D., Irakulis-Loitxate, I., Cusworth, D. H., Ayasse, A. K., Duren, R. M., Frankenberg, C., Guanter, L., Worden, J. R., Dennison, P. E., Roberts, D. A., Chadwick, K. D., Eastwood, M. L., Fahlen, J. E. and Miller, C. E.
    journal-article
    Science Advances (2023)
    DOI
  • Drought and Waterlogging Stress Regimes in Northern Peatlands Detected Through Satellite Retrieved Solar‐Induced Chlorophyll Fluorescence
    Valkenborg, B., De Lannoy, G. J. M., Gruber, A., Miralles, D. G., Köhler, P., Frankenberg, C., Desai, A. R., Humphreys, E., Klatt, J., Lohila, A., Nilsson, M. B., Tuittila, E. and Bechtold, M.
    journal-article
    Geophysical Research Letters (2023)
    DOI
  • Elucidating climatic drivers of photosynthesis by tropical forests
    Wang, Y., Liu, J., Wennberg, P. O., He, L., Bonal, D., Köhler, P., Frankenberg, C., Sitch, S. and Friedlingstein, P.
    journal-article
    Global Change Biology (2023)
    DOI
  • The ecosystem wilting point defines drought response and recovery of a <scp> <i>Quercus‐Carya</i> </scp> forest
    Wood, J. D., Gu, L., Hanson, P. J., Frankenberg, C. and Sack, L.
    journal-article
    Global Change Biology (2023)
    DOI
  • Unequal exposure to heatwaves in Los Angeles: Impact of uneven green spaces
    Yin, Y., He, L., Wennberg, P. O. and Frankenberg, C.
    journal-article
    Science Advances (2023)
    DOI
  • Understanding Interactions between Terrestrial Water and Carbon Cycles Using Integrated SMAP Soil Moisture and OCO-2 SIF Observations and Land Surface Models
    Cao, Z., Xue, Y., Nayak, H. P., Lettenmaier, D. P., Frankenberg, C., Köhler, P. and Li, Z.
    preprint
    (2023)
    DOI
  • Constraining plant hydraulics with microwave radiometry in a land surface model: Impacts of temporal resolution
    Holtzman, N. M., Wang, Y., Wood, J. D., Frankenberg, C. and Konings, A.
    preprint
    (2023)
    DOI
  • Evaluating photosynthetic activity across Arctic-Boreal land cover types using solar-induced fluorescence
    Cheng, R., Magney, T. S., Orcutt, E. L., Pierrat, Z., Köhler, P., Bowling, D. R., Bret-Harte, M. S., Euskirchen, E. S., Jung, M., Kobayashi, H., Rocha, A. V., Sonnentag, O., Stutz, J., Walther, S., Zona, D. and Frankenberg, C.
    journal-article
    Environmental Research Letters (2022)
    DOI
  • A convolutional neural network for spatial downscaling of satellite-based solar-induced chlorophyll fluorescence (SIFnet)
    Gensheimer, J., Turner, A. J., Köhler, P., Frankenberg, C. and Chen, J.
    journal-article
    Biogeosciences (2022)
    DOI
  • MethaNet – An AI-driven approach to quantifying methane point-source emission from high-resolution 2-D plume imagery
    Jongaramrungruang, S., Thorpe, A. K., Matheou, G. and Frankenberg, C.
    journal-article
    Remote Sensing of Environment (2022)
    DOI
  • Attributing differences of solar-induced chlorophyll fluorescence (SIF)-gross primary production (GPP) relationships between two C<sub>4</sub> crops: corn and miscanthus
    Wu, G., Guan, K., Jiang, C., Kimm, H., Miao, G., Bernacchi, C. J., Moore, C. E., Ainsworth, E. A., Yang, X., Berry, J. A., Frankenberg, C. and Chen, M.
    journal-article
    Agricultural and Forest Meteorology (2022)
    DOI
  • Optical vegetation indices for monitoring terrestrial ecosystems globally
    Zeng, Y., Hao, D., Huete, A., Dechant, B., Berry, J., Chen, J. M., Joiner, J., Frankenberg, C., Bond-Lamberty, B., Ryu, Y., Xiao, J., Asrar, G. R. and Chen, M.
    journal-article
    Nature Reviews Earth & Environment (2022)
    DOI
  • Investigation of Urban Vegetative Fluxes of Carbon Dioxide over the Greater Toronto and Hamilton Area
    Madsen, S., Wunch, D., Arain, M. A., Frankenberg, C., Koehler, P., Rogers, C., Staebler, R., Vogel, F. and Wu, D.
    preprint
    (2022)
    DOI
  • Modeling global carbon and water fluxes and hyperspectral canopy radiative transfer simultaneously using a next generation land surface model---CliMA Land
    Wang, Y., Braghiere, R. K., Longo, M., Norton, A., Köhler, P., Doughty, R., Yin, Y., Bloom, A. A. and Frankenberg, C.
    preprint
    (2022)
    DOI
  • Soil moisture–atmosphere feedback dominates land carbon uptake variability
    Humphrey, V., Berg, A., Ciais, P., Gentine, P., Jung, M., Reichstein, M., Seneviratne, S. I. and Frankenberg, C.
    journal-article
    Nature (2021)
    DOI
  • Methane Growth Rate Estimation and Its Causes in Western Canada Using Satellite Observations
    Islam, S. M. N., Jackson, P. L., Sweeney, C., McKain, K., Frankenberg, C., Aben, I., Parker, R. J., Boesch, H. and Wunch, D.
    journal-article
    Journal of Geophysical Research: Atmospheres (2021)
    DOI
  • Extreme events driving year-to-year differences in gross primary productivity across the US
    Turner, A. J., Köhler, P., Magney, T. S., Frankenberg, C., Fung, I. and Cohen, R. C.
    journal-article
    Biogeosciences (2021)
    DOI
  • Evaluating the effects of surface properties on methane retrievals using a synthetic airborne visible/infrared imaging spectrometer next generation (AVIRIS-NG) image
    Ayasse, A. K., Thorpe, A. K., Roberts, D. A., Funk, C. C., Dennison, P. E., Frankenberg, C., Steffke, A. and Aubrey, A. D.
    journal-article
    Remote Sensing of Environment (2018)
    DOI
  • The Chlorophyll Fluorescence Imaging Spectrometer (CFIS), mapping far red fluorescence from aircraft
    Frankenberg, C., Köhler, P., Magney, T. S., Geier, S., Lawson, P., Schwochert, M., McDuffie, J., Drewry, D. T., Pavlick, R. and Kuhnert, A.
    journal-article
    Remote Sensing of Environment (2018)
    DOI
  • Contrasting carbon cycle responses of the tropical continents to the 2015–2016 El Niño
    Liu, J., Bowman, K. W., Schimel, D. S., Parazoo, N. C., Jiang, Z., Lee, M., Bloom, A. A., Wunch, D., Frankenberg, C., Sun, Y., O’Dell, C. W., Gurney, K. R., Menemenlis, D., Gierach, M., Crisp, D. and Eldering, A.
    journal-article
    Science (2017)
    DOI
  • OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence
    Sun, Y., Frankenberg, C., Wood, J. D., Schimel, D. S., Jung, M., Guanter, L., Drewry, D. T., Verma, M., Porcar-Castell, A., Griffis, T. J., Gu, L., Magney, T. S., Köhler, P., Evans, B. and Yuen, K.
    journal-article
    Science (2017)
    DOI
  • The Greenhouse Gas Climate Change Initiative (GHG-CCI): Comparison and quality assessment of near-surface-sensitive satellite-derived CO<sub>2</sub> and CH<sub>4</sub> global data sets
    Buchwitz, M., Reuter, M., Schneising, O., Boesch, H., Guerlet, S., Dils, B., Aben, I., Armante, R., Bergamaschi, P., Blumenstock, T., Bovensmann, H., Brunner, D., Buchmann, B., Burrows, J., Butz, A., Chédin, A., Chevallier, F., Crevoisier, C., Deutscher, N., Frankenberg, C., Hase, F., Hasekamp, O., Heymann, J., Kaminski, T., Laeng, A., Lichtenberg, G., De Mazière, M., Noël, S., Notholt, J., Orphal, J., Popp, C., Parker, R., Scholze, M., Sussmann, R., Stiller, G., Warneke, T., Zehner, C., Bril, A., Crisp, D., Griffith, D., Kuze, A., O'Dell, C., Oshchepkov, S., Sherlock, V., Suto, H., Wennberg, P., Wunch, D., Yokota, T. and Yoshida, Y.
    journal-article
    Remote Sensing of Environment (2015)
    DOI
  • Simplified physically based retrieval of sun-induced chlorophyll fluorescence from GOSAT data
    Kohler, P., Guanter, L. and Frankenberg, C.
    journal-article
    IEEE Geoscience and Remote Sensing Letters (2015)
    DOI
  • Real-time remote detection and measurement for airborne imaging spectroscopy: a case study with methane
    Thompson, D. R., Leifer, I., Bovensmann, H., Eastwood, M., Fladeland, M., Frankenberg, C., Gerilowski, K., Green, R. O., Kratwurst, S., Krings, T., Luna, B. and Thorpe, A. K.
    journal-article
    Atmospheric Measurement Techniques (2015)
    DOI
  • Corrigendum to "A multi-year methane inversion using SCIAMACHY, accounting for systematic errors using TCCON measurements" published in Atmos. Chem. Phys., 14, 3991–4012, 2014
    Houweling, S., Krol, M., Bergamaschi, P., Frankenberg, C., Dlugokencky, E. J., Morino, I., Notholt, J., Sherlock, V., Wunch, D., Beck, V., Gerbig, C., Chen, H., Kort, E. A., Röckmann, T. and Aben, I.
    journal-article
    Atmospheric Chemistry and Physics (2014)
    DOI
  • Remote sensing of near-infrared chlorophyll fluorescence from space in scattering atmospheres: implications for its retrieval and interferences with atmospheric CO <sub>2</sub> retrievals
    Frankenberg, C., O'Dell, C., Guanter, L. and McDuffie, J.
    journal-article
    Atmospheric Measurement Techniques (2012)
    DOI
  • Retrieval and global assessment of terrestrial chlorophyll fluorescence from GOSAT space measurements
    Guanter, L., Frankenberg, C., Dudhia, A., Lewis, P. E., Gómez-Dans, J., Kuze, A., Suto, H. and Grainger, R. G.
    journal-article
    Remote Sensing of Environment (2012)
    DOI
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