Daniel M. Ricciuto

Orcid: 0000-0002-3668-3021

According to our database1, Daniel M. Ricciuto authored at least 16 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
An ultrahigh-resolution E3SM land model simulation framework and its first application to the Seward Peninsula in Alaska.
J. Comput. Sci., November, 2023

2022
Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis.
Data Sci. J., 2022

Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2020
Efficient Distance-based Global Sensitivity Analysis for Terrestrial Ecosystem Modeling.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019
Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques.
CoRR, 2019

Learning-Based Inversion-Free Model-Data Integration to Advance Ecosystem Model Prediction.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

An Efficient Bayesian Method for Advancing the Application of Deep Learning in Earth Science.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Parallel Computing for Module-Based Computational Experiment.
Proceedings of the Computational Science - ICCS 2019, 2019

2016
A scalable framework for the global offline community land model ensemble simulation.
Int. J. Comput. Sci. Eng., 2016

2015
Development of mpi_EPIC model for global agroecosystem modeling.
Comput. Electron. Agric., 2015

2014
Stochastic Parameterization to Represent Variability and Extremes in Climate Modeling.
Proceedings of the International Conference on Computational Science, 2014

2013
Big data visual analytics for exploratory earth system simulation analysis.
Comput. Geosci., 2013

ParCAT: Parallel Climate Analysis Toolkit.
Proceedings of the International Conference on Computational Science, 2013

2012
Practical Application of Parallel Coordinates for Climate Model Analysis.
Proceedings of the International Conference on Computational Science, 2012

2011
Terrestrial Ecosystem Carbon Modeling.
Proceedings of the Encyclopedia of Parallel Computing, 2011

2006
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations.
IEEE Trans. Geosci. Remote. Sens., 2006


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