Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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A highly efficient deep-learning-based parameter estimation and uncertainty reduction framework for ecosystem dynamics models
Shen, C. (PI)
Biological and Environmental Research
8/15/21 → 8/14/24
Project: Research project
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MRI: Acquisition of a Purpose-Built Deep Learning Compute System to Advance Fundamental Research and Education at Penn State
Cowen, D. (PI), Van Duin, A. (CoPI), Shen, C. (CoPI), Wauthier, C. (CoPI) & Gervais, M. (CoPI)
8/15/20 → 7/31/23
Project: Research project
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Collaborative Research: Predictive Risk Investigation SysteM (PRISM) for Multi-layer Dynamic Interconnection Analysis
Shen, C. (PI)
10/1/19 → 9/30/22
Project: Research project
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A Framework for Improving Analysis and Modeling of Earth System and Intersectoral Dynamics at Regional Scales
Ullrich, P. A. (PI), Grotjahn, R. (CoPI), Gutowski, W. J. (CoPI), Gassman, P. W. (CoPI), Hall, A. A. (CoPI), Berg, N. N. (CoPI), Mearns, L. L. (CoPI), Bukovsky, M. (CoPI), Mccrary, R. R. (CoPI), Mcginnis, S. S. (CoPI), Yates, D. D. (CoPI), Pryor, S. S. (CoPI), Barthelmie, R. R. (CoPI), Reed, K. R. (CoPI), Shen, C. (CoPI), Zarzycki, C. (CoPI), Wang, S.-Y. S.S.-Y. (CoPI), Jones, A. A. (CoPI), Rhoades, A. M. (CoPI), LEUNG, L. R. (CoPI), Feng, Z. (CoPI), Qian, Y. (CoPI) & Sakaguchi, K. (CoPI)
Biological and Environmental Research
9/1/19 → 8/31/22
Project: Research project
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Advancing Sub-Seasonal to Seasonal Streamflow Forecasting in Canada: A Review of Conventional and Emerging Approaches for Operational Applications
Nguyen, D. H., Elshorbagy, A., Khaliq, M. N., Shen, C., Akhtar, M. K., Moghairib, M., Unduche, F., Razavi, S. & Lamontagne, P., Sep 2025, In: Results in Engineering. 27, 106345.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
Calibration of the High-Resolution Common Land Model in Simulating the Soil Moisture Over the Northeastern China Using an Adaptive Parameter Learning Method
Yang, L., Li, J., Dai, Y., Lu, X., Shen, C., Zhao, P., Zhang, G. & Zhang, Y., Apr 28 2025, In: Journal of Geophysical Research: Atmospheres. 130, 8, e2024JD043230.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Deep Learning and Remote-Sensed Observations Reveal Global Underestimation of River Obstructions
He, M., Niu, J., Riley, W. J., Shen, C., Zheng, Y., Melack, J. M., Gui, D., Qiu, H., Xie, M., Sun, L., Liu, D., Fu, Y., Wu, Q., Zhou, S., Wu, P. & Hu, B. X., Sep 2025, In: Water Resources Research. 61, 9, e2024WR039692.Research output: Contribution to journal › Article › peer-review
Open Access -
Does grouping watersheds by hydrographic regions offer any advantages in fine-tuning transfer learning model for temporal and spatial streamflow predictions?
Khoshkalam, Y., Rousseau, A. N., Rahmani, F., Shen, C. & Abbasnezhadi, K., Apr 2025, In: Journal of Hydrology. 650, 132540.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Global Daily Discharge Estimation Based on Grid Long Short-Term Memory (LSTM) Model and River Routing
Yang, Y., Feng, D., Beck, H. E., Hu, W., Abbas, A., Sengupta, A., Delle Monache, L., Hartman, R., Lin, P., Shen, C. & Pan, M., Jun 2025, In: Water Resources Research. 61, 6, e2024WR039764.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations