Publications

Google Scholar: https://scholar.google.com/citations?user=BlNzWiUAAAAJ

* Correspondence author

Selected Publications

Tao, F., B. Z. Houlton, Y. Huang, Y.-P. Wang, S. Manzoni, B. Ahrens, U. Mishra, L. Jiang, X. Huang, and Y. Luo. 2024. Convergence in simulating global soil organic carbon by structurally different models after data assimilation, Global Change Biology, 30(5), e17297.

Huang, Y., X. Song, Y.-P. Wang, J. G. Canadell, Y. Luo, P. Ciais, A. Chen, S. Hong, Y. Wang, F. Tao, W. Li, Y. Xu, R. Mirzaeitalarposhti, H. Elbasiouny, I. Savin, D. Shchepashchenko, R. A. V. Rossel, D. S. Goll, J. Chang, B. Z. Houlton, H. Wu, F. Yang, X. Feng, Y. Chen, Y. Liu, S. Niu, and G.-L. Zhang. 2024. Size, distribution, and vulnerability of the global soil inorganic carbon. Science 384:233-239.

Tao, F., Y. Huang, B. A. Hungate, S. Manzoni, S. D. Frey, M. W. I. Schmidt, M. Reichstein, N. Carvalhais, P. Ciais, L. Jiang, J. Lehmann, Y.-P. Wang, B. Z. Houlton, B. Ahrens, U. Mishra, G. Hugelius, T. D. Hocking, X. Lu, Z. Shi, K. Viatkin, R. Vargas, Y. Yigini, C. Omuto, A. A. Malik, G. Peralta, R. Cuevas-Corona, L. E. Di Paolo, I. Luotto, C. Liao, Y.-S. Liang, V. S. Saynes, X. Huang, and Y. Luo. 2023. Microbial carbon use efficiency promotes global soil carbon storage. Nature 618, 981-985 (2023).

Tao, F., and Y. Luo. PROcess-guided deep learning and DAta-driven modelling (PRODA). In Y. Luo & B. Smith (Eds.), Land Carbon Cycle Modeling: Matrix Approach, Data Assimilation, and Ecological Forecasting. Taylor and Francis.

Other Peer-reviewed Journal Articles

2024

Nyaupane, K., U. Mishra, F. Tao, K. Yeo, W. J. Riley, F. M. Hoffman, and S. Gautam. 2024. Observational benchmarks inform representation of soil organic carbon dynamics in land surface models. Biogeosciences 21:5173-5183.

He, X., E. Asb, S. Allison, F. Tao, Y. Huang, S. Manzoni, R. Abramoff, E. Bruni, S. Bowring, A. Chakrawal, P. Ciais, L. Elsgaard, P. Friedlingstein, K. Georgiou, G. Hugelius, L. B. Holm, W. Li, Y. Luo, G. Marmasse, N. Nunan, C. Qiu, S. Sitch, Y.-P. Wang, and D. Goll. 2024. Emerging multiscale insights on microbial carbon use efficiency in the land carbon cycle, Nature Communications, 15(1), 8010.

Tao, F., J. Lehmann, Y.-P. Wang, L. Jiang, B. Ahrens, K. Viatkin, S. Manzoni, B. Z. Houlton, Y. Huang, X. Huang, and Y. Luo. 2024. Reply to “Beyond microbial carbon use efficiency”, National Science Review, Volume 11, Issue 4, April 2024, nwae058

Tao, F., B. Z. Houlton, S. D. Frey, J. Lehmann, S. Manzoni, Y. Huang, L. Jiang, U. Mishra, B. A. Hungate, M. W. I. Schmidt, M. Reichstein, N. Carvalhais, P. Ciais, Y.-P. Wang, B. Ahrens, G. Hugelius, T. D. Hocking, X. Lu, Z. Shi, K. Viatkin, R. Vargas, Y. Yigini, C. Omuto, A. A. Malik, G. Peralta, R. Cuevas-Corona, L. E. Di Paolo, I. Luotto, C. Liao, Y.-S. Liang, V. S. Saynes, X. Huang, and Y. Luo. 2024 Reply to: Model uncertainty obscures major driver of soil carbon. Nature 627, E4-E6 (2024).

Tao, F., and B. Z. Houlton. 2024 Inorganic and organic synergies in enhanced weathering to promote carbon dioxide removal. Global change biology 30:e17132.

2023

Liao, C., X. Lu, Y. Huang, F. Tao, D. M. Lawrence, C. D. Koven, K. W. Oleson, W. R. Wieder, E. Kluzek, X. Huang, and Y. Luo. 2023. Matrix Approach to Accelerate Spin-Up of CLM5. Journal of Advances in Modeling Earth Systems 15(8), e2023MS003625.

Ma, S., L. Jiang, R. M. Wilson, J. Chanton, S. Niu, C. M. Iversen, A. Malhotra, J. Jiang, Y. Huang, X. Lu, Z. Shi, F. Tao, J. Liang, D. Ricciuto, P. J. Hanson, and Y. Luo. 2023. Thermal acclimation of plant photosynthesis and autotrophic respiration in a northern peatland. Environmental Research: Climate, 2(2), 025003.

Hou, E., S. Ma, Y. Huang, Y. Zhou, H.-S. Kim, E. López-Blanco, L. Jiang, J. Xia, F. Tao, C. Williams, M. Williams, D. Ricciuto, P. J. Hanson, and Y. Luo. 2023. Across-model spread and shrinking in predicting peatland carbon dynamics under global change. Global change biology 29:2759-2775.

2022

Liao, C., W. Huang, J. Wells, R. Zhao, K. Allen, E. Hou, X. Huang, H. Qiu, F. Tao, L. Jiang, M. Aguilos, L. Lin, X. Huang, and Y. Luo. 2022. Microbe-iron interactions control lignin decomposition in soil. Soil Biology and Biochemistry 173:108803.

Luo, Y., Y. Huang, C. A. Sierra, J. Xia, A. Ahlström, Y. Chen, O. Hararuk, E. Hou, L. Jiang, C. Liao, X. Lu, Z. Shi, B. Smith, F. Tao, and Y.-P. Wang. 2022. Matrix approach to land carbon cycle modeling. Journal of Advances in Modeling Earth Systems:e2022MS003008.

2021

Zhang, Z., H. Zhang, Z. Cui, F. Tao, Z. Chen, Y. Chang, V. Magliulo, G. Wohlfahrt, and D. Zhao. 2021. Global consistency in response of terrestrial ecosystem respiration to temperature. Agricultural and forest meteorology 308-309:108576.

2020

Tao, F., Z. Zhou, Y. Huang, Q. Li, X. Lu, S. Ma, X. Huang, Y. Liang, G. Hugelius, L. Jiang, R. Doughty, Z. Ren, and Y. Luo. 2020. Deep Learning Optimizes Data-Driven Representation of Soil Organic Carbon in Earth System Model Over the Conterminous United States. Frontiers in Big Data, 3(17).

2019

Zhang, Z., W. Wang, J. Qi, H. Zhang, F. Tao, and R. Zhang. 2019. Priming effects of soil organic matter decomposition with addition of different carbon substrates. Journal of Soils and Sediments 19:1171-1178.

2018

Zhang, Z., R. Zhang, Y. Zhou, A. Cescatti, G. Wohlfahrt, M. Sun, H. Zhang, J. Qi, J. Zhu, V. Magliulo, F. Tao, and G. Chen. 2018. A temperature threshold to identify the driving climate forces of the respiratory process in terrestrial ecosystems. European Journal of Soil Biology 89:1-8.