12 Publications
2024
Irrigation expansion in the face of war and climate change
Tian, Di
Nature food, Jul 30, 2024. | Journal Article
 
Multivariate bias correction and downscaling of climate models with trend-preserving deep learning
Wang, Fang and Tian, Di
Climate Dynamics, vol. 62, (no. 10), pp. 9651-9672, Oct 2024. | Journal Article
2023
Customized deep learning for precipitation bias correction and downscaling
Wang, Fang⋅Tian, Di and Carroll, Mark
Geoscientific Model Development, vol. 16, (no. 2), pp. 535-556, 2023. | Journal Article
2022
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information
Tian, Di⋅Tian, Di⋅He, Xiaogang⋅He, Xiaogang⋅Srivastava, Puneet⋅Srivastava, Puneet⋅Kalin, Latif and Kalin, Latif
Stochastic Environmental Research and Risk Assessment, vol. 36, (no. 8), pp. 2353-2375, Aug 2022. | Journal Article
 
On deep learning-based bias correction and downscaling of multiple climate models simulations
Wang, Fang and Tian, Di
Climate Dynamics, vol. 59, (no. 11-12), pp. 3451-3468, Dec 2022. | Journal Article
 
Projected mid-century rainfall erosivity under climate change over the southeastern United States.
Takhellambam, Bijoychandra S⋅Srivastava, Puneet⋅Lamba, Jasmeet⋅McGehee, Ryan P⋅Kumar, Hemendra and Tian, Di
The Science of the total environment, pp. 161119, December 26, 2022. | Journal Article
2021
Simulating Nutrients and Phytoplankton Dynamics in Lakes: Model Development and Applications
⋅⋅Fang, Xing⋅Fang, Xing⋅Hayworth, Joel S⋅Hayworth, Joel S⋅Tian, Di and Tian, Di
Water, vol. 13, (no. 15), 2021. | Journal Article
2020
Changes of crop failure risks in the United States associated with large-scale climate oscillations in the Atlantic and Pacific Oceans
Schillerberg, Tayler A and Tian, Di
Environmental Research Letters, vol. 15, (no. 6), Jun 2020. | Journal Article
 
Comparison of probabilistic post-processing approaches for improving numerical weather prediction-based daily and weekly reference evapotranspiration forecasts
Medina, Hanoi and Tian, Di
Hydrology and Earth System Sciences, vol. 24, (no. 2), pp. 1011-1030, 2020. | Journal Article
 
Impact of climate change on storage conditions for major agricultural commodities across the contiguous United States
Lesinger, K.⋅Tian, D.⋅Tian, Di⋅Leisner, Courtney P⋅Leisner, C.P. and Sanz-Saez, A.
Climatic Change, vol. 162, (no. 3), pp. 1287-1305, Oct 2020. | Journal Article
2017
CFSv2-based sub-seasonal precipitation and temperature forecast skill over the contiguous United States
Tian, Di⋅Tian, Di⋅Wood, Eric F⋅Wood, Eric⋅Yuan, Xing and Yuan, Xing
Hydrology and Earth System Sciences, vol. 21, (no. 3), pp. 1477-1490, 2017. | Journal Article
 
Spatiotemporal variability and environmental factors of harmful algal blooms (HABs) over western Lake Erie
Tian, Di⋅Tian, Di⋅Xie, Gengxin⋅Xie, Gengxin⋅Tian, Jing⋅Tian, Jing⋅Shum, C K⋅Shum, C K⋅Lee, Jiyoung⋅Lee, Jiyoung⋅Song, Liang and Song, Liang
PLoS One, vol. 12, (no. 6), Jun 2017. | Journal Article