Di Tian

Di Tian

Auburn University

H-index: 20

North America-United States

About Di Tian

Di Tian, With an exceptional h-index of 20 and a recent h-index of 18 (since 2020), a distinguished researcher at Auburn University, specializes in the field of Hydroclimatology, Agroclimatology, Hydrology, Machine Learning, Climate Extremes.

His recent articles reflect a diverse array of research interests and contributions to the field:

Artificial neural network-empowered projected future rainfall intensity-duration-frequency curves under changing climate

Improved 30‐m evapotranspiration estimates over 145 eddy covariance sites in the contiguous United States: The role of ECOSTRESS, harmonized Landsat Sentinel‐2 imagery, climate …

Subseasonal forecast skill of evaporative demand, soil moisture, and flash drought onset from two dynamic models over the contiguous United States

Trend-Preserving Deep Learning for Multivariate Bias Correction and Downscaling of Climate Models

Customized deep learning for precipitation bias correction and downscaling

Changes in crop failures and their predictions with agroclimatic conditions: Analysis based on earth observations and machine learning over global croplands

Projected mid-century rainfall erosivity under climate change over the southeastern United States

County level calibration strategy to evaluate peanut irrigation water use under different climate change scenarios

Di Tian Information

University

Position

___

Citations(all)

1309

Citations(since 2020)

995

Cited By

617

hIndex(all)

20

hIndex(since 2020)

18

i10Index(all)

28

i10Index(since 2020)

27

Email

University Profile Page

Auburn University

Google Scholar

View Google Scholar Profile

Di Tian Skills & Research Interests

Hydroclimatology

Agroclimatology

Hydrology

Machine Learning

Climate Extremes

Top articles of Di Tian

Title

Journal

Author(s)

Publication Date

Artificial neural network-empowered projected future rainfall intensity-duration-frequency curves under changing climate

Atmospheric Research

Bijoychandra S Takhellambam

Puneet Srivastava

Jasmeet Lamba

Wenpeng Zhao

Hemendra Kumar

...

2024/1/1

Improved 30‐m evapotranspiration estimates over 145 eddy covariance sites in the contiguous United States: The role of ECOSTRESS, harmonized Landsat Sentinel‐2 imagery, climate …

Water Resources Research

Taufiq Rashid

Di Tian

2024/4

Subseasonal forecast skill of evaporative demand, soil moisture, and flash drought onset from two dynamic models over the contiguous United States

Journal of Hydrometeorology

Kyle Lesinger

Di Tian

Hailan Wang

2024/3/29

Trend-Preserving Deep Learning for Multivariate Bias Correction and Downscaling of Climate Models

Di Tian

Fang Wang

2024/3/7

Customized deep learning for precipitation bias correction and downscaling

Geoscientific Model Development

Fang Wang

Di Tian

Mark Carroll

2023/1/25

Changes in crop failures and their predictions with agroclimatic conditions: Analysis based on earth observations and machine learning over global croplands

Agricultural and Forest Meteorology

Tayler Schillerberg

Di Tian

2023/9/15

Projected mid-century rainfall erosivity under climate change over the southeastern United States

Science of The Total Environment

Bijoychandra S Takhellambam

Puneet Srivastava

Jasmeet Lamba

Ryan P McGehee

Hemendra Kumar

...

2023/3/20

County level calibration strategy to evaluate peanut irrigation water use under different climate change scenarios

European Journal of Agronomy

Xiaoxing Zhen

Weige Huo

Di Tian

Qiong Zhang

Alvaro Sanz-Saez

...

2023/2/1

Synergistic contributions of climate and management intensifications to maize yield trends from 1961 to 2017

Environmental Research Letters

Hanoi Medina

Di Tian

2023/1/26

Advances in the subseasonal prediction of extreme events: Relevant case studies across the globe

Bulletin of the American Meteorological Society

Daniela IV Domeisen

Christopher J White

Hilla Afargan-Gerstman

Ángel G Muñoz

Matthew A Janiga

...

2022/6/14

Temporal variation of summer hypoxia off Changjiang Estuary during 1997–2014 and its association with ENSO

Frontiers in Marine Science

Xiao Ma

Anqi Liu

Qiang Zhao

Bin Wang

Di Tian

...

2022/6/9

Subseasonal flash drought forecast skill over the contiguous United States.

AGU Fall Meeting Abstracts

Di Tian

Hailan Wang

Kyle Lesinger

2022/12

Temporal disaggregation of hourly precipitation under changing climate over the Southeast United States

Scientific Data

Bijoychandra S Takhellambam

Puneet Srivastava

Jasmeet Lamba

Ryan P McGehee

Hemendra Kumar

...

2022/5/16

On deep learning-based bias correction and downscaling of multiple climate models simulations

Climate dynamics

Fang Wang

Di Tian

2022/12

Improving ECOSTRESS-based Evapotranspiration Estimates Using Harmonized Landsat Sentinel-2 Imagery

EGU General Assembly Conference Abstracts

Taufiq Rashid

Di Tian

2022/5

Improving short to medium range GEFS precipitation forecasts in India using post-processing techniques

Authorea Preprints

Sakila Saminathan

Subhasis Mitra

Di Tian

Hanoi Medina

2022/11/26

Assessment of projected change in Intensity-duration-frequency (IDF) curves for Southeastern, United States using Artificial Neural Networks.

Bijoychandra S Takhellambam

Puneet Srivastava

Jasmeet Lamba

Wenpeng Zhao

Hemendra Kumar

...

2022

Trends, Variability, and Drivers of Flash Droughts in the Contiguous United States

Water Resources Research

Kyle Lesinger

Di Tian

2022/8/31

Simulating nutrients and phytoplankton dynamics in lakes: Model development and applications

Water

Bushra Tasnim

Xing Fang

Joel S Hayworth

Di Tian

2021/1

Application of SWAT-MODFLOW for evaluating the impacts of climate change on the surface-and groundwater resources of the lower Apalachicola Chattahoochee Flint River Basin, USA

AGU Fall Meeting Abstracts

Ritesh Karki

Puneet Srivastava

Latif Kalin

Di Tian

2021/12

See List of Professors in Di Tian University(Auburn University)

Co-Authors

H-index: 87
Justin Sheffield

Justin Sheffield

University of Southampton

H-index: 59
Ming Pan

Ming Pan

University of California, San Diego

H-index: 53
Kelly Caylor

Kelly Caylor

University of California, Santa Barbara

H-index: 46
Davide Cammarano

Davide Cammarano

Purdue University

H-index: 37
Wendy Graham

Wendy Graham

University of Florida

H-index: 35
Megan Konar

Megan Konar

University of Illinois at Urbana-Champaign

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