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T. Luke Smallman

University of Edinburgh

22H-index
132Paper Count
3.1KCitation Count
Published Papers 36
Publication Date
Parameter Estimation in Land Surface Models: Challenges and Opportunities With Data Assimilation and Machine Learning
err2025-10-28
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PREAI
errRaoult, Nina; Douglas, Natalie; MacBean, Natasha; Kolassa, Jana; Quaife, Tristan; Roberts, Andrew G.; Fisher, Rosie; Fer, Istem; Bacour, Cedric; Dagon, Katherine; Hawkins, Linnia; Carvalhais, Nuno; Cooper, Elizabeth; Dietze, Michael C.; Gentine, Pierre; Kaminski, Thomas; Kennedy, Daniel; Liddy, Hannah M.; Moore, David J. P.; Peylin, Philippe; Pinnington, Ewan; Sanderson, Benjamin; Scholze, Marko; Seiler, Christian; Smallman, T. Luke; Vergopolan, Noemi; Viskari, Toni; Williams, Mathew; Zobitz, John
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The role of the tropical carbon balance in determining the large atmospheric CO2 growth rate in 2023
err2025-10-21
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errOAAI
errFeng, Liang; Palmer, Paul I.; Smallman, Luke; Xiao, Jingfeng; Cristofanelli, Paolo; Hermansen, Ove; Lee, John; Labuschagne, Casper; Montaguti, Simonetta; Noe, Steffen M.; Platt, Stephen M.; Ren, Xinrong; Steinbacher, Martin; Xueref-Remy, Irene
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Combining Observations and Models: A Review of the CARDAMOM Framework for Data-Constrained Terrestrial Ecosystem Modeling
err2025-08-26
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errOAAI
errMatthew A. Worden; T. Eren Bilir; A. Anthony Bloom; Jianing Fang; Lily P. Klinek; Alexandra G. Konings; Paul A. Levine; David T. Milodowski; Gregory R. Quetin; T. Luke Smallman; Yinon M. Bar-On; Renato K. Braghiere; Cédric H. David; Nina A. Fischer; Pierre Gentine; Tim J. Green; Ayanna Jones; Junjie Liu; Marcos Longo; Shuang Ma; Troy S. Magney; Elias C. Massoud; Vasileios Myrgiotis; Alexander J. Norton; Nick Parazoo; Elahe Tajfar; Anna T. Trugman; Mathew Williams; Sarah Worden; Wenli Zhao; Songyan Zhu
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A comprehensive land-surface vegetation model for multi-stream data assimilation, D&B v1.0
err2025-04-08
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errOAAI
errKnorr, Wolfgang; Williams, Matthew; Thum, Tea; Kaminski, Thomas; Vossbeck, Michael; Scholze, Marko; Quaife, Tristan; Smallman, T. Luke; Steele-Dunne, Susan C.; Vreugdenhil, Mariette; Green, Tim; Zaehle, Soenke; Aurela, Mika; Bouvet, Alexandre; Bueechi, Emanuel; Dorigo, Wouter; El-Madany, Tarek S.; Migliavacca, Mirco; Honkanen, Marika; Kerr, Yann H.; Kontu, Anna; Lemmetyinen, Juha; Lindqvist, Hannakaisa; Mialon, Arnaud; Miinalainen, Tuuli; Pique, Gaetan; Ojasalo, Amanda; Quegan, Shaun; Rayner, Peter J.; Reyes-Munoz, Pablo; Rodriguez-Fernandez, Nemesio; Schwank, Mike; Verrelst, Jochem; Zhu, Songyan; Schuettemeyer, Dirk; Drusch, Matthias
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Precipitation-fire functional interactions control biomass stocks and carbon exchanges across the world's largest savanna
err2025-03-27
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errOAAI
errWilliams, Mathew; Milodowski, David T.; Smallman, T. Luke; Dexter, Kyle G.; Hegerl, Gabi C.; Mcnicol, Iain M.; O'Sullivan, Michael; Roesch, Carla M.; Ryan, Casey M.; Sitch, Stephen; Valade, Aude
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Greening of a boreal rich fen driven by CO2 fertilisation
err2024-12-01
err0
errOAAI
errThayamkottu, Sandeep; Smallman, T. Luke; Parn, Jaan; Mander, Uelo; Euskirchen, Eugenie; Kane, Evan S.
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Permafrost Region Greenhouse Gas Budgets Suggest a Weak CO2 Sink and CH4 and N2O Sources, But Magnitudes Differ Between Top-Down and Bottom-Up Methods
err2024-10-26
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errOAAI
errHugelius, G.; Ramage, J.; Burke, E.; Chatterjee, A.; Smallman, T. L.; Aalto, T.; Bastos, A.; Biasi, C.; Canadell, J. G.; Chandra, N.; Chevallier, F.; Ciais, P.; Chang, J.; Feng, L.; Jones, M. W.; Kleinen, T.; Kuhn, M.; Lauerwald, R.; Liu, J.; Lopez-Blanco, E.; Luijkx, I. T.; Marushchak, M. E.; Natali, S. M.; Niwa, Y.; Olefeldt, D.; Palmer, P. I.; Patra, P. K.; Peters, W.; Potter, S.; Poulter, B.; Rogers, B. M.; Riley, W. J.; Saunois, M.; Schuur, E. A. G.; Thompson, R. L.; Treat, C.; Tsuruta, A.; Turetsky, M. R.; Virkkala, A. -m.; Voigt, C.; Watts, J.; Zhu, Q.; Zheng, B.
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Global Carbon Budget 2023
err2023-12-05
err306
errOAAI
errFriedlingstein, Pierre; O'Sullivan, Michael; Jones, Matthew W.; Andrew, Robbie M.; Bakker, Dorothee C. E.; Hauck, Judith; Landschutzer, Peter; Le Quere, Corinne; Luijkx, Ingrid T.; Peters, Glen P.; Peters, Wouter; Pongratz, Julia; Schwingshackl, Clemens; Sitch, Stephen; Canadell, Josep G.; Ciais, Philippe; Jackson, Robert B.; Alin, Simone R.; Anthoni, Peter; Barbero, Leticia; Bates, Nicholas R.; Becker, Meike; Bellouin, Nicolas; Decharme, Bertrand; Bopp, Laurent; Brasika, Ida Bagus Mandhara; Cadule, Patricia; Chamberlain, Matthew A.; Chandra, Naveen; Chau, Thi-Tuyet-Trang; Chevallier, Frederic; Chini, Louise P.; Cronin, Margot; Dou, Xinyu; Enyo, Kazutaka; Evans, Wiley; Falk, Stefanie; Feely, Richard A.; Feng, Liang; Ford, Daniel J.; Gasser, Thomas; Ghattas, Josefine; Gkritzalis, Thanos; Grassi, Giacomo; Gregor, Luke; Gruber, Nicolas; Gurses, Ozgur; Harris, Ian; Hefner, Matthew; Heinke, Jens; Houghton, Richard A.; Hurtt, George C.; Iida, Yosuke; Ilyina, Tatiana; Jacobson, Andrew R.; Jain, Atul; Jarnikova, Tereza; Jersild, Annika; Jiang, Fei; Jin, Zhe; Joos, Fortunat; Kato, Etsushi; Keeling, Ralph F.; Kennedy, Daniel; Goldewijk, Kees Klein; Knauer, Jurgen; Korsbakken, Jan Ivar; Koertzinger, Arne; Lan, Xin; Lefevre, Nathalie; Li, Hongmei; Liu, Junjie; Liu, Zhiqiang; Ma, Lei; Marland, Greg; Mayot, Nicolas; McGuire, Patrick C.; McKinley, Galen A.; Meyer, Gesa; Morgan, Eric J.; Munro, David R.; Nakaoka, Shin-Ichiro; Niwa, Yosuke; O'Brien, Kevin M.; Olsen, Are; Omar, Abdirahman M.; Ono, Tsuneo; Paulsen, Melf; Pierrot, Denis; Pocock, Katie; Poulter, Benjamin; Powis, Carter M.; Rehder, Gregor; Resplandy, Laure; Robertson, Eddy; Roedenbeck, Christian; Rosan, Thais M.; Schwinger, Jorg; Seferian, Roland; Smallman, T. Luke; Smith, Stephen M.; Sospedra-Alfonso, Reinel; Sun, Qing; Sutton, Adrienne J.; Sweeney, Colm; Takao, Shintaro; Tans, Pieter P.; Tian, Hanqin; Tilbrook, Bronte; Tsujino, Hiroyuki; Tubiello, Francesco; van der Werf, Guido R.; van Ooijen, Erik; Wanninkhof, Rik; Watanabe, Michio; Wimart-Rousseau, Cathy; Yang, Dongxu; Yang, Xiaojuan; Yuan, Wenping; Yue, Xu; Zaehle, Soenke; Zeng, Jiye; Zheng, Bo
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Atmospheric CO 2 inversion reveals the Amazon as a minor carbon source caused by fire emissions, with forest uptake offsetting about half of these emissions
err2023-09-01
err6
errOAAI
errBasso, Luana S.; Wilson, Chris; Chipperfield, Martyn P.; Tejada, Graciela; Cassol, Henrique L. G.; Arai, Egidio; Williams, Mathew; Smallman, T. Luke; Peters, Wouter; Naus, Stijn; Miller, John B.; Gloor, Manuel
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Improved process representation of leaf phenology significantly shifts climate sensitivity of ecosystem carbon balance
err2023-06-28
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errOAAI
errNorton, Alexander J.; Bloom, A. Anthony; Parazoo, Nicholas C.; Levine, Paul A.; Ma, Shuang; Braghiere, Renato K.; Smallman, T. Luke
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Global net biome CO2 exchange predicted comparably well using parameter-environment relationships and plant functional types
err2023-01-09
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errOAAI
errFamiglietti, Caroline. A.; Worden, Matthew; Quetin, Gregory. R.; Smallman, T. Luke; Dayal, Uma; Bloom, A. Anthony; Williams, Mathew; Konings, Alexandra. G.
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The carbon budget of the managed grasslands of Great Britain - informed by earth observations
err2022-09-06
err6
errOAAI
errMyrgiotis, Vasileios; Smallman, Thomas Luke; Williams, Mathew
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Challenges in Scaling Up Greenhouse Gas Fluxes: Experience From the UK Greenhouse Gas Emissions and Feedbacks Program
err2022-05-17
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errOAAI
errLevy, Peter; Clement, Robert; Cowan, Nick; Keane, Ben; Myrgiotis, Vasilis; van Oijen, Marcel; Smallman, T. Luke; Toet, Sylvia; Williams, Mathew
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CARDAMOM-FluxVal version 1.0: a FLUXNET-based validation system for CARDAMOM carbon and water flux estimates
err2022-03-02
err6
errOAAI
errYang, Yan; Bloom, A. Anthony; Ma, Shuang; Levine, Paul; Norton, Alexander; Parazoo, Nicholas C.; Reager, John T.; Worden, John; Quetin, Gregory R.; Smallman, T. Luke; Williams, Mathew; Xu, Liang; Saatchi, Sassan
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Climate Sensitivities of Carbon Turnover Times in Soil and Vegetation: Understanding Their Effects on Forest Carbon Sequestration
err2022-02-24
err6
errOAAI
errGe, Rong; He, Honglin; Zhang, Li; Ren, Xiaoli; Williams, Mathew; Yu, Guirui; Smallman, T. Luke; Zhou, Tao; Li, Pan; Xie, Zongqiang; Wang, Silong; Wang, Huimin; Zhou, Guoyi; Zhang, Qibin; Wang, Anzhi; Fan, Zexin; Zhang, Yiping; Shen, Weijun; Yin, Huajun; Lin, Luxiang
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Parameter uncertainty dominates C-cycle forecast errors over most of Brazil for the 21st century
err2021-11-23
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errOAAI
errSmallman, Thomas Luke; Milodowski, David Thomas; Neto, Eraclito Sousa; Koren, Gerbrand; Ometto, Jean; Williams, Mathew
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Optimal model complexity for terrestrial carbon cycle prediction
err2021-04-30
err35
errOAAI
errFamiglietti, Caroline A.; Smallman, T. Luke; Levine, Paul A.; Flack-Prain, Sophie; Quetin, Gregory R.; Meyer, Victoria; Parazoo, Nicholas C.; Stettz, Stephanie G.; Yang, Yan; Bonal, Damien; Bloom, A. Anthony; Williams, Mathew; Konings, Alexandra G.
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Lagged effects regulate the inter-annual variability of the tropical carbon balance
err2020-12-17
err35
errOAAI
errBloom, A. Anthony; Bowman, Kevin W.; Liu, Junjie; Konings, Alexandra G.; Worden, John R.; Parazoo, Nicholas C.; Meyer, Victoria; Reager, John T.; Worden, Helen M.; Jiang, Zhe; Quetin, Gregory R.; Smallman, T. Luke; Exbrayat, Jean-Francois; Yin, Yi; Saatchi, Sassan S.; Williams, Mathew; Schimel, David S.
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