Chaopeng Shen

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IEE Research Themes
Affiliate Researcher
Titles and Affiliations
Assistant Professor, Civil and Environmental Engineering

Research Summary

Areas of Interest: Large scale computational hydrology Land surface processes Water-carbon-nutrient interactions under global change Hydrologic scaling issues High performance subsurface reactive transport modeling

In the News

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Recent Publications

Transferring Hydrologic Data Across Continents – Leveraging Data-Rich Regions to Improve Hydrologic Prediction in Data-Sparse Regions

Ma, K., Feng, D., Lawson, K., Tsai, W. P., Liang, C., Huang, X., Sharma, A. & Shen, C., May 2021, In: Water Resources Research. 57, 5, e2020WR028600.

Research output: Contribution to journalArticlepeer-review

Exploring the exceptional performance of a deep learning stream temperature model and the value of streamflow data

Rahmani, F., Lawson, K., Ouyang, W., Appling, A., Oliver, S. & Shen, C., Feb 2021, In: Environmental Research Letters. 16, 2, 024025.

Research output: Contribution to journalArticlepeer-review

From hydrometeorology to river water quality: Can a deep learning model predict dissolved oxygen at the continental scale?

Zhi, W., Feng, D., Tsai, W. P., Sterle, G., Harpold, A., Shen, C. & Li, L., Feb 16 2021, In: Environmental Science and Technology. 55, 4, p. 2357-2368 12 p.

Research output: Contribution to journalArticlepeer-review

Evaluating the Potential and Challenges of an Uncertainty Quantification Method for Long Short-Term Memory Models for Soil Moisture Predictions

Fang, K., Kifer, D., Lawson, K. & Shen, C., Dec 2020, In: Water Resources Research. 56, 12, e2020WR028095.

Research output: Contribution to journalArticlepeer-review

Near-real-time forecast of satellite-based soil moisture using long short-term memory with an adaptive data integration kernel

Fang, K. & Shen, C., 2020, In: Journal of Hydrometeorology. 21, 3, p. 399-413 15 p.

Research output: Contribution to journalArticlepeer-review

Enhancing Streamflow Forecast and Extracting Insights Using Long-Short Term Memory Networks With Data Integration at Continental Scales

Feng, D., Fang, K. & Shen, C., Sep 1 2020, In: Water Resources Research. 56, 9, e2019WR026793.

Research output: Contribution to journalArticlepeer-review

Hillslope Hydrology in Global Change Research and Earth System Modeling

Fan, Y., Clark, M., Lawrence, D. M., Swenson, S., Band, L. E., Brantley, S. L., Brooks, P. D., Dietrich, W. E., Flores, A., Grant, G., Kirchner, J. W., Mackay, D. S., McDonnell, J. J., Milly, P. C. D., Sullivan, P. L., Tague, C., Ajami, H., Chaney, N., Hartmann, A., Hazenberg, P. & 17 others, McNamara, J., Pelletier, J., Perket, J., Rouholahnejad-Freund, E., Wagener, T., Zeng, X., Beighley, E., Buzan, J., Huang, M., Livneh, B., Mohanty, B. P., Nijssen, B., Safeeq, M., Shen, C., van Verseveld, W., Volk, J. & Yamazaki, D., Jan 1 2019, In: Water Resources Research.

Research output: Contribution to journalArticlepeer-review

Combining a land surface model with groundwater model calibration to assess the impacts of groundwater pumping in a mountainous desert basin

Fang, K., Ji, X., Shen, C., Ludwig, N., Godfrey, P., Mahjabin, T. & Doughty, C., Aug 2019, In: Advances in Water Resources. 130, p. 12-28 17 p.

Research output: Contribution to journalArticlepeer-review

The Value of SMAP for Long-Term Soil Moisture Estimation with the Help of Deep Learning

Fang, K., Pan, M. & Shen, C., Apr 2019, In: IEEE Transactions on Geoscience and Remote Sensing. 57, 4, p. 2221-2233 13 p., 8497052.

Research output: Contribution to journalArticlepeer-review

Seasonal and Interannual Patterns and Controls of Hydrological Fluxes in an Amazon Floodplain Lake With a Surface-Subsurface Process Model

Ji, X., Lesack, L. F. W., Melack, J. M., Wang, S., Riley, W. J. & Shen, C., Apr 2019, In: Water Resources Research. 55, 4, p. 3056-3075 20 p.

Research output: Contribution to journalArticlepeer-review