10 Publications
Customized deep learning for precipitation bias correction and downscaling
Wang, FangTian, Di and Carroll, Mark
Geoscientific Model Development, vol. 16, (no. 2), pp. 535-556, 2023. | Journal Article
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, DiTian, DiHe, XiaogangHe, XiaogangSrivastava, PuneetSrivastava, PuneetKalin, 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 SSrivastava, PuneetLamba, JasmeetMcGehee, Ryan PKumar, Hemendra and Tian, Di
The Science of the total environment, pp. 161119, December 26, 2022. | Journal Article
Simulating Nutrients and Phytoplankton Dynamics in Lakes: Model Development and Applications
Fang, XingFang, XingHayworth, Joel SHayworth, Joel STian, Di and Tian, Di
Water, vol. 13, (no. 15), 2021. | Journal Article
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, DiLeisner, Courtney PLeisner, C.P. and Sanz-Saez, A.
Climatic Change, vol. 162, (no. 3), pp. 1287-1305, Oct 2020. | Journal Article
CFSv2-based sub-seasonal precipitation and temperature forecast skill over the contiguous United States
Tian, DiTian, DiWood, Eric FWood, EricYuan, 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, DiTian, DiXie, GengxinXie, GengxinTian, JingTian, JingShum, C KShum, C KLee, JiyoungLee, JiyoungSong, Liang and Song, Liang
PLoS One, vol. 12, (no. 6), Jun 2017. | Journal Article