Staff information

PNNL Publications

2025

• Hao Y., J. Mao, C.M. Bachmann, F.M. Hoffman, G. Koren, H. Chen, and H. Tian, et al. 2025. "Soil Moisture Controls over Carbon Sequestration and Greenhouse Gas Emissions: A Review." npj Climate and Atmospheric Science 8, no. 1:Art. No. 16. PNNL-SA-203137. doi:10.1038/s41612-024-00888-8
• Shi M., M. Keller, B. Bomfim, L. Kueppers, C.D. Koven, J. Needham, and T. Heartsill-Scalley, et al. 2025. "Assessing Simulations of Forest Hurricane Disturbance and Recovery in Puerto Rico by ELM-FATES Using Field Measurements." Journal of Geophysical Research: Biogeosciences 130, no. 1:Art. No. e2024JG008350. PNNL-SA-194893. doi:10.1029/2024JG008350

2024

• Shi M., L. Li, X. Lin, Y. Fang, and Z. Hou. 2024. An ML-based terrestrial data fusion and augmentation framework to enable advanced understanding of the terrestrial carbon and water interactions. PNNL-36677. Richland, WA: Pacific Northwest National Laboratory. An ML-based terrestrial data fusion and augmentation framework to enable advanced understanding of the terrestrial carbon and water interactions
• Shi M., M. Keller, B. Bomfim, L. Li, C.D. Koven, L. Kueppers, and R. Knox, et al. 2024. "Functionally Assembled Terrestrial Ecosystem Simulator (FATES) for Hurricane Disturbance and Recovery." Journal of Advances in Modeling Earth Systems 16, no. 1:Art. No. e2023MS003679. PNNL-SA-180797. doi:10.1029/2023MS003679
• Worden S., A. Bloom, J. Worden, P. Levine, M. Shi, and R. Fu. 2024. "Congo Basin Water Balance and Terrestrial Fluxes Inferred from Satellite Observations of the Isotopic Composition of Water Vapor." Water Resources Research 60, no. 7:Art. No. e2023WR035092. PNNL-SA-184680. doi:10.1029/2023WR035092

2023

• Li L., Y. Fang, Z. Zheng, M. Shi, M. Longo, C.D. Koven, and J.A. Holm, et al. 2023. "A machine learning approach targeting parameter estimation for plant functional type coexistence modeling using ELM-FATES (V2.0)." Geoscientific Model Development 16, no. 14:4017-4040. PNNL-SA-180863. doi:10.5194/gmd-16-4017-2023

2022

• Braghiere R.K., J.B. Fisher, K. Allen, E. Brzostek, M. Shi, X. Yang, and D.M. Ricciuto, et al. 2022. "Modeling Global carbon costs of plant nitrogen and phosphorus acquisition." Journal of Advances in Modeling Earth Systems 14, no. 8:Art. No. e2022MS003204. PNNL-SA-167125. doi:10.1029/2022MS003204
• Kuai L., N. Parazoo, M. Shi, C.E. Miller, I. Baker, A. Bloom, and K. Bowman, et al. 2022. "Quantifying Northern High Latitude Gross Primary Productivity (GPP) Using Carbonyl Sulfide (OCS)." Global Biogeochemical Cycles 36, no. 9:Art. No. e2021GB007216. PNNL-SA-168099. doi:10.1029/2021GB007216
• Li R., D. Lombardozzi, M. Shi, C. Frankenberg, N. Parazoo, P. Kohler, and K. Yi, et al. 2022. "Representation of leaf-to-canopy radiative transfer processes improves simulation of far-red solar-induced chlorophyll fluorescence in the Community Land Model version 5." Journal of Advances in Modeling Earth Systems 14, no. 3:Art. No. e2021MS002747. PNNL-SA-165355. doi:10.1029/2021MS002747
• Shi M., J. Worden, A. Bailey, D. Noone, C. Risi, R. Fu, and S. Worden, et al. 2022. "Amazonian terrestrial water balance inferred from satellite-observed water vapor isotopes." Nature Communications 13, no. 1:Art. No. 2686. PNNL-SA-160254. doi:10.1038/s41467-022-30317-4
• Stettz S.G., N. Parazoo, A. Bloom, P.D. Blanken, D.R. Bowling, S.P. Burns, and C. Bacour, et al. 2022. "Resolving temperature limitation on spring productivity in an evergreen conifer forest using a model-data fusion framework." Biogeosciences 19, no. 2:541-558. PNNL-SA-163847. doi:10.5194/bg-19-541-2022
• Whelan M., M. Shi, W. Sun, L. Kooijmans-de Vries, U. Seibt, and K. Maseyk. 2022. "Soil carbonyl sulfide (OCS) fluxes in terrestrial ecosystems: An empirical model." Journal of Geophysical Research: Biogeosciences 127, no. 9:Art. No. e2022JG006858. PNNL-SA-169347. doi:10.1029/2022JG006858

2021

• Braghiere R.K., J.B. Fisher, R.A. Fisher, M. Shi, B.S. Steidinger, B. Sulman, and N. Soudzilovskaia, et al. 2021. "Mycorrhizal distributions impact global patterns of carbon and nutrient cycling." Geophysical Research Letters 48, no. 19:e2021GL094514. PNNL-SA-165538. doi:10.1029/2021GL094514
• Worden J., S. Saatchi, M. Keller, A. Bloom, J. Liu, N. Parazoo, and J. Fisher, et al. 2021. "Satellite Observations of the Tropical Terrestrial Carbon Balance and Interactions with the Water Cycle During the 21st Century." Reviews of Geophysics 59, no. 1:Art. No. e2020RG000711. PNNL-SA-159239. doi:10.1029/2020RG000711