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Researcher collaborations from the last five years
Profiles
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Experimental-data-informed, machine-learning-enabled benchmarking and development of land carbon cycle in Earth system models
Shi, Z. (PI), Zhou, J. J. (CoPI), Hoffman, F. (CoPI) & Collier, N. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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An Integrated artificial intelligence and E3SM hierarchal modeling framework for elucidating environmental responses of soil carbon and nutrients dynamics
Song, Y. Y. (PI), Hoffman, F. (CoPI), Collier, N. (CoPI) & Mishra, U. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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Understand and Reduce Uncertainty in E3SM's Land-Atmosphere Feedbacks on Carbon, Water, and Energy in Response to Wildfire Disturbance
Chen, M. (PI), Zhu, Q. (CoPI) & Hoffman, F. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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Flash flourishing of Northern Hemisphere vegetation and its drivers
Kong, X., Mao, J., Chen, H., Zeng, Z., Hao, Y., Wang, Y., Zhang, Y., Chen, A., Jin, M., Shi, X. & Hoffman, F. M., Dec 2026, In: npj Climate and Atmospheric Science. 9, 1, 72.Research output: Contribution to journal › Article › peer-review
Open Access -
Hosting downscaled decision-relevant community data products in ESGF2-US
Massoud, E. C., Ames, S. K., Collier, N., Durack, P. J., Feldman, D., Gleckler, P. J., Hoffman, F. M., Kumar, J., Lipschultz, F., Taylor, K. E. & Ullrich, P., Mar 1 2026, In: Environmental Research: Climate. 5, 1, 011002.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine learning of factors for improving oyster hatchery production
Vishwakarma, S., Gray, M. W., Silsbe, G. M. & Lyubchich, V., Mar 2026, In: PLoS ONE. 21, 3 March, e0345084.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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International land Model Benchmarking (ILAMB) Package v002.00
Collier, N. (Creator), Hoffman, F. (Creator), Mu, M. (Creator), Randerson, J. T. (Creator) & Riley, W. J. (Creator), Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation Science Focus Area (RUBISCO SFA) , May 9 2016
DOI: 10.18139/ILAMB.v002.00/1251621
Dataset
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CMIP6-based Multi-model Hydroclimate Projection over the Conterminous US
Kao, S.-C. (Creator), Ashfaq, M. (Creator), Rastogi, D. (Creator) & Gangrade, S. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Sep 1 2022
DOI: 10.21951/SWA9505V3/1887469
Dataset
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CMIP6-based Dynamically Downscaled Hydroclimate Projection over the Conterminous US
Ashfaq, M. (Creator), Rastogi, D. (Creator) & Kao, S.-C. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2025
Dataset