Xia Sun

Works (7)

Updated: October 30th, 2024 09:30

2022 journal article

A Climatological Study of Successive Tropical Cyclone Events in North Atlantic

ATMOSPHERE, 13(11).

By: X. Sun n  & L. Xie n

author keywords: tropical cyclone; hurricane; multiple tropical cyclones; Rossby-wave dispersion
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: November 18, 2022

2022 journal article

A Comparative Study on the Performances of Spectral Nudging and Scale-Selective Data Assimilation Techniques for Hurricane Track and Intensity Simulations

CLIMATE, 10(11).

By: X. Sun n  & L. Xie n

author keywords: scale-selective data assimilation; spectral nudging; hurricane; limited-area model; domain nesting
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: November 5, 2022

2021 journal article

A Machine Learning Based Ensemble Forecasting Optimization Algorithm for Preseason Prediction of Atlantic Hurricane Activity

ATMOSPHERE, 12(4).

By: X. Sun n , L. Xie n, S. Shah n & X. Shen n 

author keywords: hurricane prediction; machine learning; ensemble model
TL;DR: The results show that neither SAE nor ML-OE was able to improve the forecasts of the response variables when all models show consistent bias, and that increasing the number of ensemble members does not necessarily lead to better ensemble forecasts. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: April 21, 2021

2021 journal article

Atlantic Hurricane Activity Prediction: A Machine Learning Approach

ATMOSPHERE, 12(4).

By: T. Asthana n, H. Krim n, X. Sun n , S. Roheda n & L. Xie n

author keywords: hurricanes; tropical cyclones; fusion networks; weather forecast
TL;DR: A machine learning model capable of making good preseason-prediction of Atlantic hurricane activity is presented, which has the potential to make skillful predictions up to 18 months in advance. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: April 4, 2021

2015 journal article

The Development of a Customization Framework for the WRF Model over the Lake Victoria Basin, Eastern Africa on Seasonal Timescales

ADVANCES IN METEOROLOGY, 2015.

By: R. Argent n, X. Sun n , F. Semazzi n, L. Xie  n & B. Liu n

UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

2014 journal article

A Numerical Investigation of the Precipitation over Lake Victoria Basin Using a Coupled Atmosphere-Lake Limited-Area Model

ADVANCES IN METEOROLOGY, 2014.

By: X. Sun n , L. Xie n, F. Semazzi n & B. Liu n

UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2014 journal article

Effect of Lake Surface Temperature on the Spatial Distribution and Intensity of the Precipitation over the Lake Victoria Basin

MONTHLY WEATHER REVIEW, 143(4), 1179–1192.

By: X. Sun n , L. Xie n, F. Semazzi n & B. Liu n

UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

Employment

Updated: October 4th, 2022 21:45

2022 - present

North Carolina State University Asheville, North Carolina, US
Climate Data Analyst NCICS

2011 - 2022

NC State University Raleigh, NC, US
Research Assistant Marine, Earth and Atmospheric Sciences

Education

Updated: March 9th, 2023 15:54

2014 - 2021

NC State University College of Sciences Raleigh, NC, US
PhD Marine, Earth and Atmospheric Sciences

2011 - 2014

NC State University Raleigh, NC, US
Master Marine, Earth and Atmospheric Sciences

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