Projects per year
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Dive into the research topics where Computational Earth Sciences Group is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
Profiles
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Experimental-data-informed, machine-learning-enabled benchmarking and development of land carbon cycle in Earth system models
Shi, Z. (PI), Zhou, J. J. (CoPI), Hoffman, F. (CoPI) & Collier, N. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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Extrapolating carbon dynamics of seasonally dry tropical forests across geographic scales and into future climates: improving simulation models with empirical observations
Powers, J. J. (PI), Waring, B. G. (CoPI), Medvigy, D. D. (CoPI), Hoffman, F. (CoPI) & Yang, X. (CoPI)
Biological and Environmental Research
08/1/15 → 07/31/20
Project: Research
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A Region-Growing Segmentation Approach to Delineating Timberline from Satellite-Derived Tree Fractional Cover Products
Zhang, T., Kumar, J., Hoffman, F. M., Ivanov, V., Wang, J., Sheshukov, A. Y., Zhou, W., Montesano, P. & Liu, D., Jun 2025, In: Remote Sensing. 17, 12, 2002.Research output: Contribution to journal › Article › peer-review
Open Access -
A unified ensemble soil moisture dataset across the continental United States
Li, L., Lin, X., Fang, Y., Hou, Z. J., Leung, L. R., Wang, Y., Mao, J., Xu, Y., Massoud, E. & Shi, M., Dec 2025, In: Scientific Data. 12, 1, 546.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Dynamically downscaled seasonal heat wave projections in the CONUS
Rubin, H. J., Zhang, L., Fu, J. S., Rastogi, D., Kao, S. C. & Ashfaq, M., Dec 2025, In: npj Climate and Atmospheric Science. 8, 1, 233.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Input files for irrigation and paddy field implementation over South Asia in WRF-CLM4 (in EN)
Devanand, A. (Creator), Huang, M. (Creator), Ashfaq, M. (Creator), Barik, B. (Creator) & Ghosh, S. (Creator), DataHub, Aug 9 2019
DOI: 10.25584/data.2019-08.903/1548406
Dataset
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International land Model Benchmarking (ILAMB) Package v002.00
Collier, N. (Creator), Hoffman, F. (Creator), Mu, M. (Creator), Randerson, J. T. (Creator) & Riley, W. J. (Creator), Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation Science Focus Area (RUBISCO SFA) , May 9 2016
DOI: 10.18139/ILAMB.v002.00/1251621
Dataset
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Improving the Estimation of the Atmospheric Water Vapor Pressure Using Interpretable Long Short-Term Memory Networks: Dataset, Python code, and trained models
Gao, B. (Creator), Coon, E. (Creator), Thornton, P. (Creator) & Lu, D. (Creator), Environmental System Science Data Infrastructure for a Virtual Ecosystem; Environmental Systems Science Data Infrastructure for a Virtual Ecosystem (ESS-DIVE), Jan 1 2023
DOI: 10.15485/2229439
Dataset