Publications

Wolfgang Knorr. Annual and interannual co2 exchanges of the terrestrial biosphere: process-based simulations and uncertainties. Global Ecology and Biogeography, 9(3):225–252, 2000. (doi:10.1046/j.1365-2699.2000.00159.x)
Mathew Williams, Paul A. Schwarz, Beverly E. Law, James Irvine, and Meredith R. Kurpius. An improved analysis of forest carbon dynamics using data assimilation. Global Change Biology, 11(1):89–105, 2005. (doi:10.1111/j.1365-2486.2004.00891.x)
Jochem Verrelst, Juan Rivera Caicedo, Jordi Muñoz-Mari, Gustau Camps-Valls, and José Moreno. Scope-based emulators for fast generation of synthetic canopy reflectance and sun-induced fluorescence spectra. Remote Sensing, 9(9):927, Sep 2017. (doi:10.3390/rs9090927)
N. Rodríguez-Fernández, A. Mialon, S. Mermoz, A. Bouvet, P. Richaume, A. Al Bitar, A. Al-Yaari, M. Brandt, T. Kaminski, T. Le Toan, Y. H. Kerr, and J.-P. Wigneron. SMOS L-band vegetation optical depth is highly sensitive to aboveground biomass. In IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia , 2018, pp. 1455-1458. doi: 10.1109/IGARSS.2018.8517558
T. Kaminski, M. Scholze, W. Knorr, M. Vossbeck, M. Wu, P. Ferrazzoli, Y. Kerr, A. Mialon, P. Richaume, N. Rodríguez-Fernández, C. Vittucci, J.-P. Wigneron, and M. Drusch. Constraining terrestrial carbon fluxes through assimilation of SMOS products. In IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia , 2018, pp. 1455-1458. doi: 10.1109/IGARSS.2018.8518724
N. J. Rodríguez-Fernández, A. Mialon, S. Mermoz, A. Bouvet, P. Richaume, A. Al Bitar, A. Al-Yaari, M. Brandt, T. Kaminski, T. Le Toan, Y. H. Kerr, and J.-P. Wigneron. An evaluation of SMOS L-band vegetation optical depth (L-VOD) data sets: high sensitivity of L-VOD to above-ground biomass in Africa. Biogeosciences, 15(14):4627–4645, 2018. (doi:10.5194/bg-15-4627-2018)
J. Vicent, J. Verrelst, J. P. Rivera-Caicedo, N. Sabater, J. Muñoz-Mari, G. Camps-Valls, and J. Moreno. Emulation as an accurate alternative to interpolation in sampling radiative transfer codes. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(12):4918–4931, 2018.
M. Scholze, T. Kaminski, W. Knorr, M. Voßbeck, M. Wu, P. Ferrazzoli, Y. Kerr, A. Mialon, P. Richaume, N. Rodríguez-Fernández, C. Vittucci, J.-P. Wigneron, S. Mecklenburg, and M. Drusch. Mean european carbon sink over 2010-2015 estimated by simultaneous assimilation of atmospheric co2, soil moisture, and vegetation optical depth. Geophysical Research Letters, 46(23):13796–13803, 2019. (doi:10.1029/2019GL085725)
T. Kaminski and Land Surface Carbon Constellation Team. Presentation at ESA VOD Meeting. January, 2021.
M. Scholze and Land Surface Carbon Constellation Team. Presentation at CoCO2 workshop on land surface modelling and data assimilation. 22 & 25 March 2021.
N. Rodríguez-Fernández, M. Barbier, J. Verrelst, H. Lindqvist, E. Bueechi, P. Reyes-Muñoz, A. Mialon, M. Vreugdenhil, W. Dorigo, A. Bouvet, Y. Kerr, M. Voßbeck, T. Kaminski, and M. Scholze Abstract for and Presentation at IGARSS 2022 Symposium
Pablo Reyes-Muñoz, Luca Pipia, Matías Salinero-Delgado, Santiago Belda, Katja Berger, José Estévez, Miguel Morata, Juan Pablo Rivera-Caicedo, and Jochem Verrelst. Quantifying fundamental vegetation traits over europe using the sentinel-3 olci catalogue in google earth engine. Remote Sensing, 14(6), 2022. (doi:10.3390/rs14061347)
M. Scholze and Land Surface Carbon Constellation Team. Presentation at EGU 2022, Vienna, Austria. May 2022.
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tuula Aalto, Tea Thum, Sönke Zaehle, Mike Schwank, Mika Aurela, Martin Barbier, Santiago Belda Palazón, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Tiana Hammer, Marika Honkanen, Derek Houtz, Francois Jonard, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Mirco Migliavacca, Leander Mösinger, Pablo Morcillo, Susan Steele-Dunne, Shaun Quegan, Peter Rayner, Pablo Reyez Muñoz, Nemesio Rodríguez-Fernández, Jochem Verrelst, Mariette Vreugdenhil, Matthias Drusch, and Dirk Schuettemeyer. Presentation at Living Planet Symposium. May 2022.
Nemesio Rodríguez-Fernández, Martin Barbier, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Matthias Drusch, Thomas Kaminski, Yann H. Kerr, Thuy Le Toan, Hannakaisa Lindqvist, Arnaud Mialon, Pablo Reyez Muñoz, Marko Scholze, Jochem Verrelst, Mariette Vreugdenhil. Paving the road to FLEX and Biomass: a multi-frequency study of the vegetation in three regions of Europe. Presentation at Living Planet Symposium. May 2022.
N. Rodríguez-Fernández, M. Barbier, J. Verrelst, H. Lindqvist, E. Bueechi, P. Reyes Munoz, A. Mialon, M. Vreugdenhil, W. Dorigo, A. Bouvet, Y. Kerr, M. Vossbeck, T. Kaminski, and M. Scholze. Paving the road to FLEX and Biomass: Land Surface Carbon Constellation Study. In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, pages 5571–5574, 2022. (doi:10.1109/IGARSS46834.2022.9884465)
Juha Lemmetyinen, Tarek El-Madany, Susan Steele-Dunne, Mika Aurela, Anna Kontu, Marika Honkanen, Hannakaisa Lindqvist, Mirco Migliavacca, Saeed Khabbazan, Reza Naderpour, Derek Houtz, Mike Schwank, and Marko Scholze. Campaign activities in support of ESA Land Surface Carbon Constellation study. Presentation at Living Planet Symposium. May 2022.
Juha Lemmetyinen, Jorge Jorge Ruiz, Juval Cohen, Jouko Haapamaa, Anna Kontu, Jouni Pulliainen, and J. Praks. Attenuation of radar signal by a boreal forest canopy in winter. IEEE Geoscience and Remote Sensing Letters, 19:1–5, 2022. (doi:10.1109/LGRS.2022.3187295)
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tuula Aalto, Tea Thum, Sönke Zaehle, Mike Schwank, Mika Aurela, Martin Barbier, Santiago Belda Palazón, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Tiana Hammer, Marika Honkanen, Derek Houtz, Francois Jonard, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Mirco Migliavacca, Leander Mösinger, Pablo Morcillo, Susan Steele-Dunne, Shaun Quegan, Peter Rayner, Pablo Reyez Muñoz, Nemesio Rodriguez Fernandez, Jochem Verrelst, Mariette Vreugdenhil, Matthias Drusch, and Dirk Schüttemeyer. Land surface Carbon Constellation projectTerrestrial Carbon Community Assimilation System. Presentation at Metrology for Climate Action 2022, September 2022
Susan Steele-Dunne, Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tuula Aalto, Tea Thum, Sönke Zaehle, Mike Schwank, Mika Aurela, Martin Barbier, Santiago Belda Palazón, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Tiana Hammer, Marika Honkanen, Derek Houtz, Francois Jonard, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Mirco Migliavacca, Leander Mösinger, Pablo Morcillo, Shaun Quegan, Peter Rayner, Pablo Reyez Muñoz, Nemesio Rodriguez Fernandez, Jochem Verrelst, Mariette Vreugdenhil, Matthias Drusch, and Dirk Schüttemeyer. Role of Satellite Observations for Constraining the Terrestrial Carbon Cycle. Presentation at 4th Carbon From Space Meeting, October 2022
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tuula Aalto, Tea Thum, Sönke Zaehle, Mike Schwank, Mika Aurela, Martin Barbier, Santiago Belda Palazón, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Tiana Hammer, Marika Honkanen, Derek Houtz, Francois Jonard, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Mirco Migliavacca, Leander Mösinger, Pablo Morcillo, Susan Steele-Dunne, Shaun Quegan, Peter Rayner, Pablo Reyez Muñoz, Nemesio Rodriguez Fernandez, Jochem Verrelst, Mariette Vreugdenhil, Matthias Drusch, and Dirk Schüttemeyer. Land surface Carbon Constellation projectTerrestrial Carbon Community Assimilation System. Presentation at 4th Carbon From Space Meeting, October 2022
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Tuula Aalto, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Tiana Hammer, Marika Honkanen, Derek Houtz, Francois Jonard, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Amanda Ojasalo, Gaetan Pique, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. Terrestrial Carbon Community Assimilation System. Presentation at 3rd Data Assimilation (DA) Community Virtual Workshop on “Recent Technical Developments in Land Data Assimilation”, June 2023
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Marika Honkanen, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Tuuli Miinalainen, Amanda Ojasalo, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. Terrestrial Carbon Community Assimilation System. Presentation at FLEX Fluorescence Workshop 2023, September 2023, ESA – ESRIN | Frascati (Rome), Italy.
Dávid D. Kovács, Pablo Reyes-Muñoz, Matías Salinero-Delgado, Viktor Ixion Mészáros, Katja Berger, and Jochem Verrelst. Cloud-free global maps of essential vegetation traits processed from the toa sentinel-3 catalogue in google earth engine. Remote Sensing, 15(13), 2023. (doi:10.3390/rs15133404)
Peter Rayner. The Terrestrial Carbon Community Assimilation System: A Tool for Tracking Carbon in the Landscape. Presentation to the Nature Positive Economy Cooperative Research Centre 7th Community Square: on Feb 26, 2004.
Thomas Kaminski, Tea Thum, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Marika Honkanen, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Tuuli Miinalainen, Amanda Ojasalo, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. Terrestrial Carbon Community Assimilation System. Presentation at FLEX Nutzerseminar, June 2024.
Marko Scholze, Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Tuula Aalto, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Tiana Hammer, Marika Honkanen, Derek Houtz, Francois Jonard, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Amanda Ojasalo, Gaetan Pique, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. A new terrestrial community carbon assimilation system (TCCAS) for combining satellite and in-situ observations into a consistent view of the terrestrial carbon cycle. Presentation at 7th Training Course (Hybrid Virtual + in Person) on New Advances in Land Carbon Cycle Modeling, June 2024.
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Marika Honkanen, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Tuuli Miinalainen, Amanda Ojasalo, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. Terrestrial Carbon Community Assimilation System. Presentation at 4th Data Assimilation (DA) Community Virtual Workshop on “Recent Technical Developments in Land Data Assimilation”, June 2024
Marko Scholze, Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Matthias Drusch, Tarek S. El-Madany, Marika Honkanen, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Tuuli Miinalainen, Amanda Ojasalo, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Dirk Schüttemeyer, Jochem Verrelst, and Songyan Zhu. Terrestrial Carbon Community Assimilation System. Presentation at 11th International Carbon Dioxide Conference (ICDC11) on “A Terrestrial Carbon Community Assimilation System, TCCAS, for combining observations with a biosphere model into a consistent view of the terrestrial carbon cycle”, June 2024
Pablo Reyes-Muñoz, Dávid D. Kovács, Katja Berger, Luca Pipia, Santiago Belda, Juan Pablo Rivera-Caicedo, and Jochem Verrelst. Inferring global terrestrial carbon fluxes from the synergy of Sentinel 3 & 5P with Gaussian process hybrid models. Remote Sensing of Environment, 305:114072, 2024. (doi:https://doi.org/10.1016/j.rse.2024.114072)
Dávid D. Kovács, Pablo Reyes-Muñoz, Katja Berger, Viktor Ixion Mészáros, Gabriel Caballero, and Jochem Verrelst. Multi-decadal temporal reconstruction of Sentinel-3 OLCI-based vegetation products with multi-output gaussian process regression. Ecological Informatics, 83:102816, 2024. (doi:https://doi.org/10.1016/j.ecoinf.2024.102816)
W. Knorr, M. Williams, T. Thum, T. Kaminski, M. Voßbeck, M. Scholze, T. Quaife, L. Smallmann, S. Steele-Dunne, M. Vreugdenhil, T. Green, S. Zaehle, M. Aurela, A. Bouvet, E. Bueechi, W. Dorigo, T. El-Madany, M. Migliavacca, M. Honkanen, Y. Kerr, A. Kontu, J. Lemmetyinen, H. Lindqvist, A. Mialon, T. Miinalainen, G. Pique, A. Ojasalo, S. Quegan, P. Rayner, P. Reyes-Muñoz, N. Rodríguez-Fernández, M. Schwank, J. Verrelst, S. Zhu, D. Schüttemeyer, and M. Drusch. A comprehensive land surface vegetation model for multi-stream data assimilation, D&B v1.0. EGUsphere, 2024:1–40, 2024. (doi:10.5194/egusphere-2024-1534)
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Marika Honkanen, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Tuuli Miinalainen, Amanda Ojasalo, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. Verification of Terrestrial Carbon Sinks with the Terrestrial Carbon Community Assimilation System (TCCAS). Video of Presentation at AGU24 , December 2024
Thomas Kaminski, Wolfgang Knorr, Michael Voßbeck, Mathew Williams, Timothy Green, Luke Smallman, Marko Scholze, Tristan Quaife, Tea Thum, Sönke Zaehle, Peter Rayner, Susan Steele-Dunne, Mariette Vreugdenhil, Mika Aurela, Alexandre Bouvet, Emanuel Bueechi, Wouter Dorigo, Tarek S. El-Madany, Marika Honkanen, Yann H. Kerr, Anna Kontu, Juha Lemmetyinen, Hannakaisa Lindqvist, Arnaud Mialon, Tuuli Miinalainen, Amanda Ojasalo, Shaun Quegan, Pablo Reyez Muñoz, Nemesio Rodriguez-Fernandez, Mike Schwank, Jochem Verrelst, Matthias Drusch, and Dirk Schüttemeyer. Terrestrial Carbon Community Assimilation System and BIOMASS. Presentation at Webinar organised by EEBIOMASS office , February 2025