Listed below are publications resulting from research in the Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation (RUBISCO) Science Focus Area, the Biogeochemistry Feedbacks Science Focus Area and the Carbon–Climate Feedbacks Projects. Research described in some of these publications also received support through other projects sponsored by the U.S. Department of Energy and/or other funding agencies. Project participant names are shown in bold. The following acknowledgement applies to these publications (Updated May 24, 2020).

Acknowledgment. This research was partially or fully supported by the Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation (RUBISCO) Science Focus Area, which is sponsored by the Regional and Global Model Analysis (RGMA) activity of the Earth & Environmental Systems Modeling (EESM) Program in the Earth and Environmental Systems Sciences Division (EESSD) of the Office of Biological and Environmental Research (BER) in the US Department of Energy Office of Science.

Publications related to topical collaborations and Working Group activities are identifed with the following notations:

αRUBISCO Soil Carbon Dynamics Working Group
βRUBISCO-AmeriFlux Working Group
γRUBISCO Soil Moisture Working Group
*Coupled Model Intercomparison Project phase 5 (CMIP5)
Coupled Model Intercomparison Project phase 6 (CMIP6)
Coupled Model Intercomparison Project phase 7 (CMIP7)

In Review, Accepted, In Press, and Early Online Access

Mekonnen, Zelalem A., William J. Riley, James T. Randerson, I. Shirley, N. J. Bouskill, R. F. Grant. 2022. “Wildfire Exacerbates High-latitude Soil Carbon Losses from Climate Warming.” Environ. Res. Lett., in review.

Coffield, S. R., C. D. Vo, J. A. Wang, G. Badgley, M. L. Goulden, D. Cullenward, W. R. L. Anderegg, and James T. Randerson. 2022. “Using Remote Sensing to Quantify the Additional Climate Benefits of California Forest Carbon Offset Projects.” Glob. Change Biol., in review.

Requena-Mullor, J., Gretchen Keppel-Aleks, A. L. Steiner, and I. Ibanez. 2022. “Tradeoffs in Forest Resilience to Water and Productivity Losses.” Nat. Commun., in review.

Liu, Yi, J. Keith Moore, F. W. Primeau, and W.-L. Wang (2022), Slowing Overturning Circulation Prolongs Hot Climate Conditions and Sequesters Ocean Nutrients, Nat. Clim. Change, in review.

Al-Yaari, A., A. Ducharne, W. Thiery, F. Cheruy, and David M. Lawrence. 2022. “The Role of Irrigation Expansion on Histroical Climate Change: Insights from CMIP6.” In review.

Tang, W., S. Tilmes, David M. Lawrence, F. Li, C. He, L. Emmons, and R. Buchholz. 2022. “Wildfires in the 21st Century under Different Shared Socioeconomic Pathways (SSPs) and Geoengineering Scenarios in CESM2/WACCM6.” Earth’s Future, in review.

*† Fu, Weiwei, J. Keith Moore, F. Primeau, Nathan Collier, Olu O. Ogunro, Forrest M. Hoffman, and James T. Randerson. 2022. “Evaluation of CMIP models with IOMB: Rates of Contemporary Ocean Carbon Uptake Linked with Vertical Temperature Gradients and Transport to the Ocean Interior.” J. Geophys. Res. Oceans, in press.

Hardouin, Lucas, Christine Delire, Bertrand Decharme, David M. Lawrence, Julia E. M. S. Nabel, Victor Brovkin, Nathan Collier, Rosie Fisher, Forrest M. Hoffman, Charles D. Koven, Roland Séférian, and Tobias Stacke. 2022. “Uncertainty in Land Carbon Budget Simulated by Terrestrial Biosphere Models: The Role of Atmospheric Forcing.” Environ. Res. Lett., in press. doi:10.1088/1748-9326/ac888d.

[338]α Mishra, Umakant, K. Yeo, K. Adhikari, William J. Riley, Forrest M. Hoffman, C. Hudson, and Sagar Gautam. 2022. “Empirical Relationships Between Environmental Factors and Soil Organic Carbon Produce Comparable Prediction Accuracy as the Machine Learning.” Soil Sci. Soc. Am. J., in press. doi:10.1002/saj2.20453.

[337]* Wang, F., M. Notaro, Y. Yu, and Jiafu Mao. 2022. “Deficient Precipitation Sensitivity to Sahel Land Surface Forcings Among CMIP5 Models.” Int. J. Climatol., in press. doi:10.1002/joc.7737.


[336] Sharma, Bharat, Jitendra Kumar, A. R. Ganguly, and Forrest M. Hoffman. May 22, 2023. “Carbon Cycle Extremes Accelerate Weakening of the Land Carbon Sink in the Late 21st Century.” Biogeosci., 20(10):1829–1841. doi:10.5194/bg-20-1829-2023.


[335] Sharma, Bharat, Jitendra Kumar, A. R. Ganguly, and Forrest M. Hoffman. November 28, 2022. “Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes.” Proceedings of the 2022 IEEE International Conference on Data Mining Workshops (ICDMW 2022), 1136–1143. Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW58026.2022.00148.

[334] Wang, J. A., James T. Randerson, M. L. Goulden, C. A. Knight, and J. J. Battles. August 1, 2022. “Losses of Tree Cover in California Driven by Increasing Fire Disturbance and Climate Stress.” AGU Adv., 3(4), e2021AV000654. doi:10.1029/2021AV000654.

[333] Liu, Y., William J. Riley, Trevor F. Keenan, Zelalem A. Mekonnen, J. A. Holm, Qing Zhu, and M. S. Torn. July 4, 2022. “Dispersal and Fire Limit Arctic Shrub Expansion.” Nat. Commun., 13(1), 3843. doi:10.1038/s41467-022-31597-6.

[332]* Sharma, Bharat, Jitendra Kumar, Nathan Collier, A. R. Ganguly, and Forrest M. Hoffman. June 9, 2022. “Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use & Land Cover Change from 1850 to 2300.” J. Geophys. Res. Biogeosci., 127(6), e2021JG006738. doi:10.1029/2021JG006738.

[331] Nevison, C., P. Hess, C. Goodale, Qing Zhu, and J. Vira. June 1, 2022. “Nitrification, Denitrification, and Competition for Soil N: Evaluation of Two Earth System Models Against Observations.” Ecol. Appl., 32(4), e2528. doi:10.1002/eap.2528.

[330] Chen, Yang, S. Hantson, N. Andela, S. R. Coffield, C. A. Graff, D. C. Morton, L. E. Ott, E. Foufoula-Georgiou, P. Smyth, M. L. Goulden, and James T. Randerson. May 30, 2022. “California Wildfire Spread Derived using VIIRS Satellite Observations and an Object-based Tracking System.” Sci. Data, 9(1), 249. doi:10.1038/s41597-022-01343-0.

[329] Mamalakis, A., A. AghaKouchak, James T. Randerson, and E. Foufoula-Georgiou. May 16, 2022. “Hotspots of Predictability: Identifying Regions of High Precipitation Predictability at Seasonal Timescales From Limited Time Series Observations.” Water Resour. Res., 58(5), e2021WR031302. doi:10.1029/2021WR031302.

[328] Koven, Charles D., V. K. Arora, P. Cadule, R. A. Fisher, C. D. Jones, David M. Lawrence, J. Lewis, K. Lindsey, S. Mathesius, M. Meinshausen, M. Mills, Z. Nicholls, B. M. Sanderson, N. C. Swart, W. R. Wieder, and K. Zickfeld. May 16, 2022. “Multi-Century Dynamics of the Climate and Carbon Cycle Under Both High and Net Negative Emissions Scenarios.” Earth Syst. Dynam., 13(2):885–909. doi:10.5194/esd-13-885-2022.

[327] Yuan, K., Qing Zhu, William J. Riley, F. Li, and H. Wu. May 15, 2022. “Understanding and Reducing the Uncertainties of Land Surface Energy Flux Partitioning within CMIP6 Land Models. Agr. Forest Meteorol., 319, 108920. doi:10.1016/j.agrformet.2022.108920.

[326] Lu, X., and Trevor F. Keenan. May 1, 2022. “No Evidence for a Negative Effect of Growing Season Photosynthesis on Leaf Senescence Timing.” Glob. Change Biol., 28(9):3083–3093. doi:10.1111/gcb.16104.

[325] Li, Yue, P. M. Brando, D. C. Morton, David M. Lawrence, H. Yang, and James T. Randerson. April 12, 2022. “Deforestation-Induced Climate Change Reduces Carbon Storage in Remaining Tropical Forests.” Nat. Commun., 13(1), 1964. doi:10.1038/s41467-022-29601-0.

[324]*† Zhou, S., Trevor F. Keenan, A. P. Williams, B. R. Lintner, Y. Zhang, and P. Gentine. April 5, 2022. “Large Divergence in Tropical Hydrological Projections Caused by Model Spread in Vegetation Responses to Elevated CO2.” Earth’s Future, 10(4), e2021EF002457. doi:10.1029/2021EF002457.

[323] Li, F., Qing Zhu, William J. Riley, K. Yuan, H. Wu, and Z. Gui. April 1, 2022. “Wetter California Projected by CMIP6 Models With Observational Constraints Under a High GHG Emission Scenario.” Earth’s Future, 10(4), e2022EF002694. doi:10.1029/2022EF002694.

[322] Xie, Y., M. Lin, B. Decharme, C. Delire, L. W. Horowitz, David M. Lawrence, F. Li, and R. Séférian. March 28, 2022. “Tripling of Western US Particulate Pollution from Wildfires in a Warming Climate.” Proc. Nat. Acad. Sci., 119(14), e2111372119. doi:10.1073/pnas.2111372119.

[321] Yu, Y., Jiafu Mao, S. D. Wullschleger, A. Chen, Xiaoying Shi, Yaoping Wang, Forrest M. Hoffman, Y. Zhang, and E. Pierce. March 22, 2022. “Machine Learning–Based Observation-Constrained Projections Reveal Elevated Global Socioeconomic Risks from Wildfire.” Nat. Commun., 13(1), 1250. doi:10.1038/s41467-022-28853-0.

[320] Luo, Xiangzhong, and Trevor F. Keenan. March 7, 2022. “Tropical Extreme Droughts Drive Long-term Increase in Atmospheric CO2 Growth Rate Variability.” Nat. Commun., 13(1), 1193. doi:10.1038/s41467-022-28824-5.

[319]β Chen, Chi, William J. Riley, I. C. Prentice, and Trevor F. Keenan. March 1, 2022. “CO2 Fertilization of Terrestrial Photosynthesis Inferred from Site to Global Scales.” Proc. Nat. Acad. Sci., 119(10), e2115627119. doi:10.1073/pnas.2115627119.

[318] Tang, Jinyun, William J. Riley, and Qing Zhu. February 24, 2022. “Supporting hierarchical soil biogeochemical modeling: version 2 of the Biogeochemical Transport and Reaction model (BeTR-v2).” Geosci. Model Dev., 15(4):1619–1632. doi:10.5194/gmd-15-1619-2022.

[317] Pallandt, M. M. T. A., Jitendra Kumar, M. Mauritz, E. A. G. Schuur, A.-M. Virkkala, G. Celis, Forrest M. Hoffman, and M. Göckede. February 2, 2022. “Representativeness Assessment of the Pan-Arctic Eddy Covariance Site Network and Optimized Future Enhancements.” Biogeosci., 19(3):559–583. doi:10.5194/bg-19-559-2022.

[316] Heckman, K., C. E. Hicks Pries, C. R. Lawrence, C. Rasmussen, S. E. Crow, A. M. Hoyt, S. F. von Fromm, Zheng Shi, S. Stoner, C. McGrath, J. Beem‐Miller, A. Asefaw Berhe, J. C. Blankinship, M. Keiluweit, E. Marín‐Spiotta, J. G. Monroe, A. F. Plante, J. Schimel, C. A. Sierra, A. Thompson, and R. Wagai. February 1, 2022. “Beyond Bulk: Density Fractions Explain Heterogeneity in Global Soil Carbon Abundance and Persistence.” Glob. Change Biol., 28(3):1178–1196. doi:10.1111/gcb.16023.

[315] Stavert, A. R., M. Saunois, J. G. Canadell, B. Poulter, R. B. Jackson, P. Regnier, R. Lauerwald, P. A. Raymond, G. H. Allen, P. K. Patra, P. Bergamaschi, P. Bousquet, N. Chandra, P. Ciais, A. Gustafson, M. Ishizawa, A. Ito, T. Kleinen, S. Maksyutov, J. McNorton, J. R. Melton, J. Müller, Y. Niwa, S. Peng, William J. Riley, A. Segers, H. Tian, A. Tsuruta, Y. Yin, Z. Zhang, B. Zheng, and Q. Zhuang. January 22, 2022. “Regional Trends and Drivers of the Global Methane Budget.” Glob. Change Biol., 28(1):182–200. doi:10.1111/gcb.15901.

[314] Yun, H., J. Tang, L. D’Imperio, X. Wang, Y. Qu, L. Liu, Q. Zhuang, W. Zhang, Q. Wu, A. Chen, Qing Zhu, D. Chen, and B. Elberling. January 1, 2022. “Warming and Increased Respiration Have Transformed an Alpine Steppe Ecosystem on the Tibetan Plateau From a Carbon Dioxide Sink Into a Source.” J. Geophys. Res. Biogeosci., 127(1), e2021JG006406. doi:10.1029/2021JG006406.

[313] Sun, Y., Y. Knyazikhin, X. She, X. Ni, Chi Chen, H. Ren, and R. B. Myneni. January 1, 2022. “Seasonal and Long-term Variations in Leaf Area of Congolese Rainforest.” Remote Sens. Environ., 268, 112762. doi:10.1016/j.rse.2021.112762.

[312] Kondo, M., S. Sitch, P. Ciais, F. Achard, E. Kato, J. Pongratz, R. A. Houghton, J. G. Canadell, P. K. Patra, P. Friedlingstein, W. Li, P. Anthoni, A. Arneth, F. Chevallier, R. Ganzenmüller, A. Harper, A. K. Jain, Charles D. Koven, S. Lienert, D. Lombardozzi, T. Maki, J. E. M. S. Nabel, T. Nakamura, Y. Niwa, P. Peylin, B. Poulter, T. A. M. Pugh, C. Rödenbeck, T. Saeki, B. Stocker, N. Viovy, A. Wiltshire, and S. Zaehle. January 1, 2022. “Are Land-Use Change Emissions in Southeast Asia Decreasing or Increasing?” Global Biogeochem. Cy., 36(1), e2020GB006909, doi:10.1029/2020GB006909.


[311] Chai, R., Jiafu Mao, H. Chen, Yaoping Wang, Xiaoying Shi, M. Jin, T. Zhao, Forrest M. Hoffman, D. M. Ricciuto, and S. Wullschleger. December 21, 2021. “Human-caused Long-term Changes in Global Aridity.” npj Clim. Atmos. Sci., 4(1). doi:10.1038/s41612-021-00223-5.

[310] Chen, Chi, Dan Li, and Trevor F. Keenan. December 16, 2021. “Enhanced Surface Urban Heat Islands Due to Divergent Urban-rural Greening Trends. Environ. Res. Lett., 16(12), 124071. doi:10.1088/1748-9326/ac36f8.

[309]β Keenan, Trevor F., X. Luo, M. G. De Kauwe, B. E. Medlyn, I. C. Prentice, B. D. Stocker, N. G. Smith, C. Terrer, H. Wang, Y. Zhang, and Sha Zhou. December 9, 2021. “A Constraint on Historic Growth in Global Photosynthesis Due to Increasing CO2.” Nature, 600(7888):253–258. doi:10.1038/s41586-021-04096-9.

[308]α Heckman, K. A., C. W. Swanston, M. S. Torn, P. J. Hanson, L. E. Nave, R. C. Porras, Umakant Mishra, and M. Bill. December 1, 2021. “Soil Organic Matter is Principally Root Derived in an Ultisol Under Oak Forest.” Geoderma, 403, 115385. doi:10.1016/j.geoderma.2021.115385.

[307] Joshi, D., R. Ghimire, T. Kharel, Umakant Mishra, S. Clay, and D. Clay. November 1, 2021. “Conservation Agriculture for Food Security and Climate Resilience in Nepal.” Agron. J., 113(6):4484–4493. doi:10.1002/agj2.20830.

[306] Zhang, Y., Trevor F. Keenan, and S. Zhou. November 1, 2021. “Exacerbated Drought Impacts on Global Ecosystems Due to Structural Overshoot.” Nat. Ecol. Evol., 5(11):1490–1498. doi:10.1038/s41559-021-01551-8.

[305] Migliavacca, M., T. Musavi, M. D. Mahecha, J. A. Nelson, J. Knauer, D. D. Baldocchi, O. Perez-Priego, R. Christiansen, J. Peters, K. Anderson, M. Bahn, T. A. Black, P. D. Blanken, D. Bonal, N. Buchmann, S. Caldararu, A. Carrara, N. Carvalhais, A. Cescatti, J. Chen, J. Cleverly, E. Cremonese, A. R. Desai, T. S. El-Madany, M. M. Farella, M. Fernández-Martínez, G. Filippa, M. Forkel, M. Galvagno, U. Gomarasca, C. M. Gough, M. Göckede, A. Ibrom, H. Ikawa, I. A. Janssens, M. Jung, J. Kattge, Trevor F. Keenan, A. Knohl, H. Kobayashi, G. Kraemer, B. E. Law, M. J. Liddell, X. Ma, I. Mammarella, D. Martini, C. Macfarlane, G. Matteucci, L. Montagnani, D. E. Pabon-Moreno, C. Panigada, D. Papale, E. Pendall, J. Penuelas, R. P. Phillips, P. B. Reich, M. Rossini, E. Rotenberg, R. L. Scott, C. Stahl, U. Weber, G. Wohlfahrt, S. Wolf, I. J. Wright, D. Yakir, S. Zaehle, and M. Reichstein. October 21, 2021. “The Three Major Axes of Terrestrial Ecosystem Function.” Nature, 598(7881):468–472. doi:10.1038/s41586-021-03939-9.

[304] Tang, R., Jiafu Mao, M. Jin, A. Chen, Y. Yu, Xiaoying Shi, Y. Zhang, Forrest M. Hoffman, Min Xu, and Yaoping Wang. October 1, 2021. “Interannual Variability and Climatic Sensitivity of Global Wildfire Activity.” Adv. Clim. Chang. Res., 12(5):686–695. doi:10.1016/j.accre.2021.07.001.

[303] Chen, A., Jiafu Mao, D. Ricciuto, D. Lu, P. E. Thornton, A. K. Knapp. October 1, 2021. “Season Changes in GPP/SIF Ratios and their Climatic Determinants across the Northern Hemisphere.” Glob. Change Biol., 27(20):5186–5197. doi:10.1111/gcb.15775.

[302]γ† Wang, Yaoping, Jiafu Mao, M. Jin, Forrest M. Hoffman, Xiaoying Shi, S. D. Wullschleger, and Y. Dai. September 7, 2021. “Development of Observation-based Global Multilayer Soil Moisture Products for 1970 to 2016.” Earth Syst. Sci. Data, 13(9):4385–4405. doi:10.5194/essd-13-4385-2021.

[301] Xu, Li, Qing Zhu, William J. Riley, Yang Chen, H. Wang, P.-L. Ma, and James T. Randerson. September 1, 2021. “The Influence of Fire Aerosols on Surface Climate and Gross Primary Production in the Energy Exascale Earth System Model (E3SM).” J. Clim., 34(17):7219–7238. doi:10.1175/JCLI-D-21-0193.1.

[300] R. Baatz, H. J. Hendricks Franssen, E. Euskirchen, D. Sihi, M. Dietze, S. Ciavatta, K. Fennel, H. Beck, G. De Lannoy, V. R. N. Pauwels, A. Raiho, C. Montzka, M. Williams, Umakant Mishra, C. Poppe, S. Zacharias, A. Lausch, L. Samaniego, K. Van Looy, H. Bogena, M. Adamescu, M. Mirtl, A. Fox, K. Goergen, B. S. Naz, Y. Zeng, and H. Vereecken. September 1, 2021. “Reanalysis in Earth System Science: Towards Terrestrial Ecosystem Reanalysis.” Rev. Geophys., 59(3), e2020RG000715. doi:10.1029/2020RG000715.

[299] Coffield, S. R., K. S. Hemes, Charles D. Koven, M. L. Goulden, and James T. Randerson. September 1, 2021. “Climate-Driven Limits to Future Carbon Storage in California’s Wildland Ecosystems.” AGU Adv., 2(3), e2021AV000384. doi:10.1029/2021AV000384.

[298] Sanderson, B. M., A. G. Pendergrass, Charles D. Koven, F. Brient, B. B. B. Booth, R. A. Fisher, and R. Knutti. August 23, 2021. “The Potential for Structural Errors in Emergent Constraints.” Earth Syst. Dynam., 12(3):899–918. doi:10.5194/esd-12-899-2021.

[297]β Luo, X., Trevor F. Keenan, J. M. Chen, H. Croft, I. C. Prentice, N. G. Smith, A. P. Walker, H. Wang, R. Wang, C. Xu, and Y. Zhang. August 11, 2021. “Global Variation in the Fraction of Leaf Nitrogen Allocated to Photosynthesis.” Nat. Commun., 12(1), 4866. doi:10.1038/s41467-021-25163-9.

[296] Knox, S. H., S. Bansal, G. McNicol, K. Schafer, C. Sturtevant, M. Ueyama, A. C. Valach, D. Baldocchi, K. Delwiche, A. R. Desai, E. Euskirchen, J. Liu, A. Lohila, A. Malhotra, L. Melling, William Riley, B. R. K. Runkle, J. Turner, R. Vargas, Qing Zhu, T. Alto, E. Fluet-Chouinard, M. Goeckede, J. R. Melton, O. Sonnentag, T. Vesala, E. Ward, Z. Zhang, S. Feron, Z. Ouyang, P. Alekseychik, M. Aurela, G. Bohrer, D. I. Campbell, J. Chen, H. Chu, H. J. Dalmagro, J. P. Goodrich, P. Gottschalk, T. Hirano, H. Iwata, G. Jurasinski, M. Kang, F. Koebsch, I. Mammarella, M. B. Nilsson, K. Ono, M. Peichl, O. Peltola, Y. Ryu, T. Sachs, A. Sakabe, J. P. Sparks, E.-S. Tuittila, G. L. Vourlitis, G. X. Wong, L. Windham-Myers, B. Poulter, and R. B. Jackson. August 1, 2021. “Identifying Dominant Environmental Predictors of Freshwater Wetland Methane Fluxes across Diurnal to Seasonal Time Scales.” Glob. Change Biol., 27(15):3582–3604. doi:10.1111/gcb.15661.

[295] Wang, K., X. Wang, S. Piao, F. Chevallier, Jiafu Mao, Xiaoying Shi, C. Huntingford, A. Bastos, P. Ciais, H. Xu, R. F. Keeling, S. W. Pacala, A. Chen. August 1, 2021. “Unusual Characteristics of the Carbon Cycle during the 2015–2016 El Niño.” Glob. Change Biol., 27(16):3798–3809. doi:10.1111/gcb.15669.

[294] Li, Yue, James T. Randerson, N. M. Mahowald, and P. J. Lawrence. August 1, 2021. “Deforestation Strengthens Atmospheric Transport of Mineral Dust and Phosphorus from North Africa to the Amazon.” J. Clim., 34(15):6087–6096. doi:10.1175/JCLI-D-20-0786.1.

[293] Delwiche, K. B., S. H. Knox, A. Malhotra, E. Fluet-Chouinard, G. McNicol, S. Feron, Z. Ouyang, D. Papale, C. Trotta, E. Canfora, Y.-W. Cheah, D. Christianson, Ma. C. R. Alberto, P. Alekseychik, M. Aurela, D. Baldocchi, S. Bansal, D. P. Billesbach, G. Bohrer, R. Bracho, N. Buchmann, D. I. Campbell, G. Celis, J. Chen, W. Chen, H. Chu, H. J. Dalmagro, S. Dengel, A. R. Desai, M. Detto, H. Dolman, E. Eichelmann, E. Euskirchen, D. Famulari, K. Fuchs, M. Goeckede, S. Gogo, M. J. Gondwe, J. P. Goodrich, P. Gottschalk, S. L. Graham, M. Heimann, M. Helbig, C. Helfter, K. S. Hemes, T. Hirano, D. Hollinger, L. Hörtnagl, H. Iwata, A. Jacotot, G. Jurasinski, M. Kang, K. Kasak, J. King, J. Klatt, F. Koebsch, K. W. Krauss, D. Y. F. Lai, A. Lohila, I. Mammarella, L. Belelli Marchesini, G. Manca, J. H. Matthes, T. Maximov, L. Merbold, B. Mitra, T. H. Morin, E. Nemitz, M. B. Nilsson, S. Niu, W. C. Oechel, P. Y. Oikawa, K. Ono, M. Peichl, O. Peltola, M. L. Reba, A. D. Richardson, William J. Riley, B. R. K. Runkle, Y. Ryu, T. Sachs, A. Sakabe, C. R. Sanchez, E. A. Schuur, K. V. R. Schäfer, O. Sonnentag, J. P. Sparks, E. Stuart-Haëntjens, C. Sturtevant, R. C. Sullivan, D. J. Szutu, J. E. Thom, M. S. Torn, E.-S. Tuittila, J. Turner, M. Ueyama, A. C. Valach, R. Vargas, A. Varlagin, A. Vazquez-Lule, J. G. Verfaillie, T. Vesala, G. L. Vourlitis, E. J. Ward, C. Wille, G. Wohlfahrt, G. X. Wong, Z. Zhang, D. Zona, L. Windham-Myers, B. Poulter, and R. B. Jackson. July 29, 2021. “FLUXNET-CH4: A Global, Multi-ecosystem Dataset and Analysis of Methane Seasonality from Freshwater Wetlands.” Earth Syst. Sci. Data, 13(7):3607–3689. doi:10.5194/essd-13-3607-2021.

[292] Blyth, E. M., V. K. Arora, D. B. Clark, S. J. Dadson, M. G. De Kauwe, David M. Lawrence, J. R. Melton, J. Pongratz, R. H. Turton, K. Yoshimura, and H. Yuan. June 1, 2021. “Advances in Land Surface Modelling.” Curr. Clim. Chang. Rep., 7(2):45–71. doi:10.1007/s40641-021-00171-5.

[291] Urquiza Muñoz, J. D., D. Magnabosco Marra, Robinson I. Negrón-Juárez, R. Tello-Espinoza, W. Alegría-Muñoz, T. Pacheco-Gómez, S. W. Rifai, J. Q. Chambers, H. S. Jenkins, A. Brenning, and S. E. Trumbore. May 25, 2021. “Recovery of Forest Structure Following Large-Scale Windthrows in the Northwestern Amazon.” Forests, 12(6), 667. doi:10.3390/f12060667.

[290] Chakraborty, T. C., X. Lee, and David M. Lawrence. May 1, 2021. “Strong Local Evaporative Cooling Over Land Due to Atmospheric Aerosols.” J. Adv. Model. Earth Syst., 13(5), e2021MS002491. doi:10.1029/2021MS002491.

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