Publications

  • Green, J.K. Chapter 35: Machine learning to predict and explain complex carbon cycle interactions. New Advances in Land Carbon Cycle Modeling, Second Edition. CRC Press. (2024).
  • Tian, J., Luo, X., Xu, H., Green, J.K., Tang, H., Wu, J., Piao, S. Slower changes in vegetation phenology than precipitation seasonality in the dry tropics. Global Change Biology. 30, e17134 (2024).
  • Green, J.K., Zhang, Y., Luo, X., Keenan, T.F. Systematic Underestimation of Canopy Conductance Sensitivity to Drought by Earth System Models. AGU Advances. 5, e2023AV001026, (2024).

  • Wang, H., Ciais, P., Sitch, S., Green, J.K., Tao, S., Fu, Z., Albergel, C., Bastos, A., Wang, M., Fawcett, D., Frappart, F., Li, X., Liu, X., Li, S., Wigneron, J.P. Anthropogenic disturbance exacerbates resilience loss in the Amazon rainforests. Global Change Biology. 30, e17006, (2024).

  • Massoud, E. Hoffman, F., Shi, Z., Tang, J., Alhajjar, E., Barnes, M., Braghiere, R.K., Cardon, Z., Collier, N., Crompton, O., Dennedy-Frank, P.J., Gautam, S., Gonzalez-Meler, M.A., Green, J.K, Koven, C., Levine, P., MacBean, N., Mao, J., Mills, R.T., Mishra, U., Mudunuru, M., Renchon, A.A., Scott, S., Siirila-Woodburn, E.R., Sprenger, M., Tague, C., Wang, Y., Xu, C., Zarakas, C. Perspectives on Artificial Intelligence for Predictions in Ecohydrology. Artificial Intelligence for the Earth Systems. 2, 4, (2023).
  • Wang, H., Wigneron, J.P., Ciais, P., Yao, Y., Fan, L., Liu, X., Li, X., Green, J.K., Tian, F., Tao, S., Li, W., Frappart, F., Albergel, C., Wang, M., Li, S. Seasonal variations in vegetation water content retrieved from microwave remote sensing over Amazon intact forests. Remote Sensing of Environment. 285, 113409 (2023).
  • Yang, H., Ciais, P., Wigneron, J.P., Chave, J., Cartus, O., Chen, X., Fan, L., Green, J.K., Huang,Y., Joetzjer, E., Kay, H., Makowski, D., Maignan, F., Santoro, M., Tao, S., Liu, L., Yao, Y. Climatic and biotic factors influencing regional declines and recovery of tropical forest biomass from the 2015/16 El Niño. PNAS. 119(26), e2101388119, (2022).
  • Green, J.K. and Keenan, T.F. The limits of forest carbon sequestration. Science. 376, 692-693, (2022).
  • Green, J.K., Ballantyne, A., Abramoff, R., Gentine, P., Makowski, D., Ciais, P. Surface temperatures reveal patterns of vegetation water stress and their environmental drivers across the tropical Americas. Global Change Biology. 28, 2940-2955, (2022).
  • Fu, Z. Ciais, P., Prentice, C.I., Gentine, P., Makowski, D., Bastos, A., Luo, X., Green, J.K., Stoy, P.C., Yang, H., Hajima, T. Atmospheric dryness reduces photosynthesis along a large range of soil water deficits. Nature Communications. 13, 989, (2022).
  • Kwon, M.J., Ballantyne, A., Ciais, P., Bastos, A., Chevallier, F., Liu, Z., Green, J.K., Qiu, C. Siberian heat wave of 2020 caused greater spring CO2 uptake but not necessarily greater net annual carbon uptake. Environmental Research Letters. 16, 124030, (2021).
  • Chen, X., Ciais, P., Maignan, F., Zhang, Y., Bastos, A., Bacour, C., Fan, L., Gentine, P., Goll, D., Green, J.K., Kim, H., Li, L., Liu, L., Liu, Y., Peng, S., Tang, H., Viovy, N., Wigneron, J.P., Wu, J., Yuan, W., and Zhang, H. Vapor Pressure Deficit and Sunlight Explain Seasonality of Leaf Phenology and Photosynthesis Across Amazonian Evergreen Broadleaved Forest. Global Biogeochemical Cycles. 35, e2020GB006893, (2021).
  • Green, J.K., Berry, J., Ciais, P., Zhang, Y., Gentine, P. Amazon rainforest photosynthesis increases in response to atmospheric dryness. Science Advances. 6, eabb7232 (2020).
  • Fu, Z.,  Ciais, P., Bastos, A., Stoy, P., Yang, H., Green, J.K., Wang, B., Yu, K., Huang, Y., Knohl, A., Šigut, L., Gharun, M., Cuntz, M., Arriga, N., Roland, M., Peichl, M., Migliavacca, M., Cremonese, E., Varlagin, A., Brümmer, C., Gourlez de la Motte, L., Fares, S., Buchmann, N., El-Madany, T.S., Pitacco, A., Vendrame, N., Li, Z., Vincke, C.,Magliulo, E., Koebsch, F. Sensitivity of gross primary productivity to climatic drivers during the summer drought of 2018 in Europe. Phil. Trans. R. Soc. B. 20190747, (2020).
  • Gentine, P., Green, J.K., Guerin, M., Humphrey, V., Seneviratne, S.I. Zhang, Y., Zhou, S. Coupling between the terrestrial carbon and water cycles—a review. Environmental Research Letters. 14, 83003 (2019).
  • Gentine, P., Massmann, A., Lintner, B.R., Alemohammad, S.H., Fu, R., Green, J.K., Kennedy, D., and Vilá-Guerau de Arellano, J. Land-atmosphere interaction in the tropics. Hydrology and Earth System Science. (2019).
  • Green, J.K., Seneviratne, S.I., Berg, A.M., Findell, K.L., Hagemann, S., Lawrence, D.M., Gentine, P. Large influence of soil moisture on long-term terrestrial carbon uptake. Nature. 565, 476-479 (2019).
  • Green, J.K., Konings, A.G., Alemohammad, S.H., Berry, J., Entekhabi, D., Kolassa, J., Lee, J.E., Gentine, P. Regionally strong feedbacks between the atmosphere and terrestrial biosphere. Nature Geoscience. 10, 410-414 (2017).
  • Alemohammad, S.H., Fang, B., Konings, A.G., Green, J.K., Kolassa, J., Prigent, C., Aires, F., Miralles, D., Gentine, P. Water, Energy, and Carbon with Artificial Neural Networks (WECANN): A statistically based estimate of global surface turbulent fluxes and gross primary productivity using solar-induced fluorescence. Biogeosciences. 14, 4101-4124 (2017).