Publications

• Lutsch, E.; Wunch, D.; Jones, D. B. A.; Clerbaux, C.; Hannigan, J. W.; He, T.-L.; Ortega, I.; Roche, S.; Strong, K.; Worden, H. M.. Can the data assimilation of CO from MOPITT or IASI constrain high-latitude wildfire emissions? A Case Study of the 2017 Canadian Wildfires, submitted to JGR.
  preprint@ESSOAr

• He, T.-L.; Jones, D. B. A.; Liu, H.; Zhang, B.; Molod, A. M.. Impacts on transport in GEOS-Chem version 12.8.2 of an online relaxed Arakawa-Shubert convection scheme, submitted to Geoscientific Model Development.

• He, T.-L.; Jones, D. B. A.; Keller, M.; Jiang, Z.; Henze, D.. Weak-constraint 4D-Var data assimilation for MOPITT CO retrievals using GEOS-Chem, in prep.
  

2022

• Zemskova, V. E.; He, T.-L.; Wan, Z.; Grisouard, N. A deep-learning estimate of the decadal trends in the Southern Ocean carbon storage. Nature Communications 13, 4056 (2022).
  preprint@EarthArXiv, GitHub.
  

• He, T.-L.; Jones, D. B. A.; Miyazaki, K; Bowman, K. W.; Jiang, Z.; Chen, X; Li, R.; Zhang, Y. Inverse modeling of Chinese NOx emissions using deep learning: Integrating in situ observations with a satellite-based chemical reanalysis. Atmospheric Chemistry and Physics Discussion, (2022).
  

• Han, W.^#; He, T.-L.^#; Tang, Z.; Wang, M.; Jones, D. B. A.; Jiang, Z. A comparative analysis for deep learning and Kalman Filter to predict CO in China. Geoscientific Model Development, (2022).
  

• He, T.-L.; Jones, D. B. A.; Huang, B.; Liu, Y.; Miyazaki, K.; Jiang, Z.; White, E. C.; Worden, H. M.; Worden, J. R.. Deep learning to evaluate US NOx emissions using surface ozone predictions. Journal of Geophysical Research: Atmospheres, (2022).
  preprint@arXiv; preprint@ESSOAr

Before 2022

• Khade, V.; Polavarapu, S. M.; Neish, M.; Houtekamer, P. L.; Jones, D. B. A.; Baek, S.-J.; He, T.-L.; Gravel, S.. The Environment and Climate Change Canada Carbon Assimilation System (EC-CAS v1.0) : demonstration with simulated CO observations. Geoscientific Model Development, 2020.

• Hedelius, J. K.; He, T.-L.; Jones, D. B. A.; Baier, B. C.; Buchholz, R. R.; De Mazière, M.; Deutscher, N. M.; Dubey, M. K.; Feist, D. G.; Griffith, D. W. T.; Hase, F.; Iraci, L. T.; Jeseck, P.; Kiel, M.; Kivi, R.; Liu, C.; Morino, I.; Notholt, J.; Oh, Y.-S.; Ohyama, H.; Pollard, D. F.; Rettinger, M.; Roche, S.; Roehl, C. M.; Schneider, M.; Shiomi, K.; Strong, K.; Sussmann, R.; Sweeney, C.; Té, Y.; Uchino, O.; Velazco, V. A.; Wang, W.; Warneke, T.; Wennberg, P. O.; Worden, H. M.; Wunch, D.. Evaluation of MOPITT Version 7 joint TIR–NIR XCO retrievals with TCCON. Atmospheric Measurement Techniques, 12, 5547–5572, 2019.