DT
Member Since 2011
Di Tian
Associate Professor, Auburn University
Professional Experience
Auburn University
Associate Professor
2022 - Present
Auburn University
Assistant Professor
2016 - 2022
Princeton University
Postdoctoral Research Associate
2014 - 2016
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Education
University of Florida
Doctorate
2014
Publications
Causal Discovery Analysis Reveals Global Sources of Predictability for Regional Flash Droughts
Detecting and quantifying the global teleconnections with flash droughts (FDs) and understanding their causal relationships is crucial to improve t...
November 23, 2024
Global Assessment of Compound Climate Extremes and Exposures...
September 02, 2024
Trends, Variability, and Drivers of Flash Droughts in the Co...
September 06, 2022
AGU Abstracts
Combining Deep Learning and Dynamic Models for Skillful Subseasonal Forecasts of Soil Moisture and Drought
ACHIEVEMENTS IN SOIL MOISTURE SCIENCE: IN SITU, MODELING, AND REMOTE SENSING III POSTER
hydrology | 13 december 2024
Kyle Lesinger, Di Tian
Soil moisture is an essential climate variable, which controls land-atmospheric water and energy processes and plays crucial roles in socio-environmen...
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A Scalable Deep Learning Emulator for Soil Moisture and Flash Drought Monitoring
ACHIEVEMENTS IN SOIL MOISTURE SCIENCE: IN SITU, MODELING, AND REMOTE SENSING II ORAL
hydrology | 13 december 2024
Sudhanshu Kumar, Di Tian
Soil moisture droughts are one of the most prevalent natural disasters. Accurate and precise monitoring of root zone soil moisture (RZSM) is critical ...
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Assessing hourly precipitation datasets over the contiguous United States: An intercomparison of state-of-the-art reanalysis, satellite, and radar estimates
UTILIZING PRECIPITATION DATASETS AND QUANTIFYING ASSOCIATED UNCERTAINTIES IN HYDROMETEOROLOGICAL AND CLIMATE IMPACT APPLICATIONS I POSTER
hydrology | 12 december 2024
Fang Wang, Di Tian
Accurate precipitation datasets are fundamentally important for scientific research and applications in face of increasingly intensified precipitation...
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Check out all of Di Tian’s AGU Research!
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