Publications

Selected peer-reviewed articles.

In Preparation / Submitted

  • R. Kuo (*) and K.-C. Tseng, "An Entropy–Divergence Framework for Quantifying Predictability of Liouville flow" (submitted to GRL).
  • Tseng, K.-C. et al., "A semi-analytical solution of aerial rivers geographic distribution" (in preparation).
  • Weng et al., "Approaching riverine roles of flying rivers" (Submitted to Nature Water).
  • Chang C.-Y. (*), K.-C. Tseng, and Y.-C. Kan, "Moisture and Persistence of Annular Mode: The Role of Large-Scale Tropical Variability" (in preparation).
  • Hsu, S.-P. (*), H.-J. Tai, C.-H. Sui, Y.-C. Kan(*), and K.-C. Tseng, "The Roles of Shallow Convection and Cloud-Radiative Feedback in Convectively-Coupled Kelvin Waves" (in preparation).
  • Xiao, H.-M., K.-C. Tseng, J.-Y. Yu, H.-H. Hsu, T.-H. Lee, M.-H. Lo, "The Enhanced Teleconnection of Maritime Continent Deforestation on North Pacific Climate During La Nina Conditions" (submitted to Journal of Climate).
  • Tseng K.-C., Ray Kuo(*) and Yi-An Feng(*), "Solving the Analytical Solution of Ensemble Forecast with Data-driven Liouville equation" (submitted to JAMES).
  • Tseng K.-C. and co-authors, "Skillful forecasts of springtime CONUS tornado activity up to a year in advance" (in preparation).

2025

  • Loi B(*)., K.-C. Tseng and C.-C. Wu, "Predictability of Tropical Cyclone Track Density in S2S Reforecast" npj Clim Atmos Sci 8(1) 24.

2024

  • Schmitt, J. (*), Tseng, K.-C., Hughes M., and Johnson, N., "Illuminating snow droughts: The future of Western United States snowpack in the SPEAR large ensemble" Journal of Climate, 129, e2023JD039754.
  • Tseng K.-C. and Y.-H. Ho(*), "The Subseasoanl Predictability of North Pacific Subtropical High and the 2020 Record-breaking Event" npj Clim. Atmos. Sci. 6, 1-9.
  • Zhang, W., Xiang, B., Tseng, K.-C, Johnson, N., Harris L., Delworth T., "Subseasonal prediction of wintertime atmospheric rivers in the GFDL SPEAR model" npj Clim. Atmos. Sci. (accepted).

2023

  • Bower, C. and coauthors, "Atmospheric River Sequences as Indicators of Hydrologic Hazard in Present and Future Climates" Earth's Future (submitted/published).
  • Jong, B.-T. and coauthors, "Investigating Observed and Projected Increases in Extreme Precipitation over the Northeast United States using High-resolution Climate Model Simulations" npj Clim Atmos Sci 6(18).

2022

  • Tseng K.-C. and co-authors, "When will humanity notice its influences on atmospheric rivers?" J. Geophys. Res. 127 e2021JD036044.
  • Jia L. and co-authors, "Skillful seasonal prediction of North American summertime hot extremes" J. Clim. 35(13), 4331--4345.
  • Bushuk B. and co-authors, "Mechanisms of Regional Artic Sea Ice Predictability in Dynamical Seasonal Forecast Systems" J. Clim. 35(13), 4207--4231.

2021

  • Chen Y.-L. and co-authors, "Effect of the MJO on East Asian winter rainfall as revealed by a SVD analysis" J. Clim. 34(25), 9729--9746.
  • Zhang L. and co-authors, "Using large ensembles to elucidate the possible roles of Southern Ocean meridional overturning circulation in the Southern Ocean 36-yr SST trend" J. Clim. (in press).
  • Tseng K.-C. and co-authors, "Are multi-seasonal forecasts of atmospheric rivers possible?" Geophys. Res. Lett 48 e2021GL094000.
  • Bushuk B. and co-authors, "Seasonal prediction and predictability of regional Antarctic sea ice" J. Clim. 34(15), 6207--6233.
  • Zhang G. and co-authors, "Seasonal Predictability of Baroclinic Wave Activity" npj Clim Atmos Sci 4(50).
  • Tseng K.-C., N. C. Johnson., E. D. Maloney, E. A. Barnes, and S. B. Kapnick, "Mapping Large-scale Climate Variability to Hydrological Extremes: An Application of the Linear Inverse Model to Subseasonal-to-Seasonal prediction" J. Clim. 34(11), 4207--4225.
  • Tseng K.-C., E. A. Barnes, and E. D. Maloney, "The important role of the MJO for extratropical variability in observations and the CMIP5 climate models" (submitted to JGR-Atmosphere).

Latest News

  • May 2025
    Jin-Yu Chang won the 1st place of Presidential Award (the best master thesis).
  • Aug 2024
    Shih-Pei Hsu Ph.D. proposal was funded by NSTC.
  • Nov 2023
    Yu-Chuan Kan undergraduate proposal was funded by NSTC.
  • Sep 2023
    Yu-Chuan Kan wins 2nd place in student poster competition of NTU AS summer program.
  • Jun 2023
    Dr. Kai-Chih Tseng is awarded 2030 Cross Generation Young Scholar Program by NSTC.
  • Aug 2022
    Dr. Kai-Chih Tseng is awarded Yushang Young Scholar by MOE.

Courses

Resources and links for current semester courses.