@article{Williams
  title = {A Global Repository for Planet-Sized Experiments and Observations},
  author = { Williams, Dean N. and Balaji, V. and Cinquini, Luca and Denvil, Sébastien and Duffy, Daniel and Evans, Ben and Ferraro, Robert and Hansen, Rose and Lautenschlager, Michael and Trenham, Claire },
  url = {http://journals.ametsoc.org/doi/10.1175/BAMS-D-15-00132.1},
  journal = {Bulletin of the American Meteorological Society},
  volume = {97},
  pages = {803-816},
},
@techreport{Williams
  title = {5th Annual Earth System Grid Federation},
  author = { Williams, Dean N. },
  number = {LLNL-TR-689917},
  year = {2016},
},
@book{Williams
  title = {Better Tools to Build Better Climate Models},
  author = { Williams, Dean },
  url = {https://eos.org/project-updates/better-tools-to-build-better-climate-models},
  url = {Eos},
  year = {2016},
  publisher = {American Geophysical Union (AGU)},
},
@article{Wiliams
  title = {Two-level dynamic workfow orchestration in the INDIGO DataCloud for large-scale, climate change data analytics experiments},
  author = { Wiliams, Dean },
  journal = {Other},
},
@article{Elia
  title = {An in-memory based framework for scientific data analytics},
  author = { Elia, Donatello and Fiore, Sandro and D'Anca, Alessandro and Palazzo, Cosimo and Foster, Ian and Williams, Dean N. },
  url = {http://dl.acm.org/citation.cfm?doid=2903150.2911719},
  journal = {Bulletin of the American Meteorological Society},
},
@article{Jim McEnerney
  title = {A real Nullstellensatz with multiplicity},
  author = { Jim McEnerney },
  journal = {Other},
},
@article{McEnerney
  title = {Parallelization of Diagnostics for Climate Model Development},
  author = { McEnerney, Jim and Ames, Sasha and Christensen, Cameron and Doutriaux, Charles and Hoang, Tony and Painter, Jeff and Smith, Brian and Shaheen, Zeshawn and Williams, Dean },
  url = {http://file.scirp.org/pdf/JSEA_2016052415190413.pdf},
  journal = {Science},
  volume = {09},
  pages = {199-207},
},
@conference{M. B. Harris
  title = {Nerd Herding: Practical Project Management in the Field},
  author = { M. B. Harris and S. B. Fries and S. A. Baldwin and D. S. M. Webb },
  year = {2015},
},
@misc{Williams
  title = {Data And Informatics Working Group On Virtual Data Integration Workshop Report},
  author = { Williams, D. N. and Palanisamy, G. and Dam, K. K. },
  year = {2015},
},
@conference{Williams
  title = {Strategie roadmap for the earth system grid federation},
  author = { Williams, Dean N. and Lautenschlager, Michael and Balaji, Venkatramani and Cinquini, Luca and DeLuca, Cecilia and Denvil, Sebastien and Duffy, Daniel and Evans, Ben and Ferraro, Robert and Juckes, Martin and Trenham, Claire },
  year = {2015},
},
@article{Palazzo
  title = {A workflow-enabled big data analytics software stack for escience},
  author = { Palazzo, C. and Mariello, A. and Fiore, S. and D'Anca, A. and Elia, D. and Williams, D. N. and Aloisio, G. },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7237088},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
},
@article{Williams
  title = {2014 Earth System Grid Federation and Ultrascale Visualization Climate Data Analysis Tools Conference Report},
  author = { Williams, Dean N. },
  url = {http://www.osti.gov/scitech/biblio/1182238/},
  journal = {Acta Meteorologica Sinica},
},
@article{Chunpir
  title = {Evolution of e-Research: From Infrastructure Development to Service Orientation},
  author = { Chunpir, Hashim Iqbal and Ludwig, Thomas and Williams, Dean N. },
  url = {http://link.springer.com/chapter/10.1007%2F978-3-319-20889-3_3},
  journal = {Aerosol Science and Technology},
  pages = {25-35},
},
@article{Williams
  title = {Big Data Challenges in Climate Science},
  author = { Williams, Dean N. },
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
},
@techreport{Williams
  title = {U.S. DOE. 2015. Building a Cyberinfrastructure for Environmental System Science: Modeling Frameworks, Data Management, and Scientific Workflows; Workshop Report},
  author = { Williams, Dean N. },
  number = {DOE/SC-0178},
  year = {2015},
},
@conference{M. B. Harris
  title = {Webengine},
  author = { M. B. Harris },
  year = {2014},
},
@article{Williams
  title = {Visualization and Analysis Tools for Ultrascale Climate Data},
  author = { Williams, Dean N. },
  url = {http://onlinelibrary.wiley.com/doi/10.1002/2014EO420002/abstract},
  journal = {EOS, Transactions},
  volume = {95},
  pages = {377-378},
},
@article{Steed
  title = {Web-based visual analytics for extreme scale climate science},
  author = { Steed, Chad A. and Evans, Katherine J. and Harney, John F. and Jewell, Brian C. and Shipman, Galen and Smith, Brian E. and Thornton, Peter E. and Williams, Dean N. },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7004255},
  journal = {International Journal of Climatology},
},
@conference{Williams
  title = {Department of energy strategic roadmap for Earth system science data integration},
  author = { Williams, Dean N. and Palanisamy, Giri and Shipman, Galen and Boden, Thomas A. and Voyles, Jimmy W. },
  year = {2014},
},
@misc{B. Pitts
  title = {Webshooter 2.0},
  author = { B. Pitts and M. B. Harris },
  year = {2014},
},
@conference{Fiore
  title = {Ophidia: A full software stack for scientific data analytics},
  author = { Fiore, Sandro and D'Anca, Alessandro and Elia, Donatello and Palazzo, Cosimo and Williams, Dean and Foster, Ian and Aloisio, Giovanni },
  year = {2014},
},
@article{Cinquini
  title = {The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data},
  author = { Cinquini, Luca and Crichton, Daniel and Mattmann, Chris and Harney, John and Shipman, Galen and Wang, Feiyi and Ananthakrishnan, Rachana and Miller, Neill and Denvil, Sebastian and Morgan, Mark and Pobre, Zed and Bell, Gavin M. and Doutriaux, Charles and Drach, Robert and Williams, Dean and Kershaw, Philip and Pascoe, Stephen and Gonzalez, Estanislao and Fiore, Sandro and Schweitzer, Roland },
  url = {http://www.sciencedirect.com/science/article/pii/S0167739X13001477?via%3Dihub},
  journal = {Nature},
  volume = {36},
  pages = {400-417},
},
@article{Williams
  title = {3rd Annual Earth System Grid Federation and 3rd Annual Earth System Grid Federation and Ultrascale Visualization Climate Data Analysis Tools Face-to-Face Meeting Report December 2013},
  author = { Williams, Dean N. },
  url = {http://www.osti.gov/scitech/biblio/1124881/},
  journal = {Acta Meteorologica Sinica},
},
@article{Steed
  title = {Big data visual analytics for exploratory earth system simulation analysis},
  author = { Steed, Chad A. and Ricciuto, Daniel M. and Shipman, Galen and Smith, Brian and Thornton, Peter E. and Wang, Dali and Shi, Xiaoying and Williams, Dean N. },
  url = {http://www.sciencedirect.com/science/article/pii/S0098300413002215?via%3Dihub},
  journal = {Science},
  volume = {61},
  pages = {71-82},
},
@article{Fiore
  title = {A big data analytics framework for scientific data management},
  author = { Fiore, Sandro and Palazzo, Cosimo and D'Anca, Alessandro and Foster, Ian and Williams, Dean N. and Aloisio, Giovanni },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6691720},
  journal = {Earth Interactions},
},
@article{Williams
  title = {Ultrascale Visualization of Climate Data},
  author = { Williams, Dean N. and Bremer, Timo and Doutriaux, Charles and Patchett, John and Williams, Sean and Shipman, Galen and Miller, Ross and Pugmire, David R. and Smith, Brian and Steed, Chad and Bethel, E. Wes and Childs, Hank and Krishnan, Harinarayan and Prabhat, Prabhat and Wehner, Michael and Silva, Claudio T. and Santos, Emanuele and Koop, David and Ellqvist, Tommy and Poco, Jorge and Geveci, Berk and Chaudhary, Aashish and Bauer, Andy and Pletzer, Alexander and Kindig, Dave and Potter, Gerald L. and Maxwell, Thomas P. },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6487516},
  journal = {Applied Mathematics and Computation},
  volume = {46},
  pages = {68-76},
},
@misc{B. Carlsson
  title = {Webshooter, your friendly neighborhood static website layout generator},
  author = { B. Carlsson and M. B. Harris },
  year = {2013},
},
@article{Williams
  title = {Ophidia: Toward Big Data Analytics for eScience},
  author = { Williams, Dean N. },
  journal = {Other},
},
@conference{Williams
  title = {Scientific big data analytics challenges at large scale},
  author = { Williams, Dean N. },
  year = {2013},
},
@techreport{Williams
  title = {Synergistic Challenges in Data-Intensive Science and Exascale Computing},
  author = { Williams, Dean N. },
  number = {N/A},
  year = {2013},
},
@article{Nouanesengsy
  title = {A model for optimizing file access patterns using spatio-temporal parallelism},
  author = { Nouanesengsy, Boonthanome and Patchett, John and Ahrens, James and Bauer, Andrew and Chaudhary, Aashish and Miller, Ross and Geveci, Berk and Shipman, Galen M. and Williams, Dean N. },
  url = {http://dl.acm.org/citation.cfm?doid=2535571.2535593},
  journal = {Bulletin of the American Meteorological Society},
},
@article{Williams
  title = {The Ultra-scale Visualization Climate Data Analysis Tools: Data Analysis and Visualization for Geoscience Data},
  author = { Williams, Dean N. },
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
},
@conference{Smith
  title = {ParCAT: Parallel Climate Analysis Toolkit},
  author = { Smith, Brian and Ricciuto, Daniel M. and Thornton, Peter E. and Shipman, Galen and Steed, Chad A. and Williams, Dean and Wehner, Michael },
  year = {2013},
},
@book{Wiliams
  title = {ESM-Software book with ESGF contributions to the GRID Chapter 7},
  author = { Wiliams, Dean },
  url = {ESM-Software book with ESGF contributions to the GRID Chapter 7},
  year = {2013},
},
@article{Cinquini
  title = {The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data-2},
  author = { Cinquini, Luca and Crichton, Daniel and Mattmann, Chris and Harney, John and Shipman, Galen and Wang, Feiyi and Ananthakrishnan, Rachana and Miller, Neill and Denvil, Sebastian and Morgan, Mark and Pobre, Zed and Bell, Gavin M. and Drach, Bob and Williams, Dean and Kershaw, Philip and Pascoe, Stephen and Gonzalez, Estanislao and Fiore, Sandro and Schweitzer, Roland },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6404471},
  journal = {Science},
},
@article{Williams
  title = {The Earth System Grid Federation: Delivering globally accessible petascale data for CMIP5},
  author = { Williams, Dean N. and Lawrence, Bryan N. and Lautenschlager, Michael and Middleton, Don and Balaji, V. },
  url = {http://journals.sfu.ca/apan/index.php/apan/article/view/50},
  journal = {Climate of the Past},
  volume = {32},
  pages = {121-121},
},
@article{Ahrens
  title = {Data-Intensive Science in the US DOE: Case Studies and Future Challenges},
  author = { Ahrens, James and Hendrickson, Bruce and Long, Gabrielle and Miller, Steve and Ross, Rob and Williams, Dean },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5999634},
  journal = {Science},
  volume = {13},
  pages = {14-24},
},
@article{Wang
  title = {Building a large scale climate data system in support of HPC environment},
  author = { Wang, Feiyi and Harney, John and Shipman, Galen and Williams, Dean and Cinquini, Luca },
  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6088209},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
},
@article{Koop
  title = {A Provenance-Based Infrastructure to Support the Life Cycle of Executable Papers},
  author = { Koop, David and Santos, Emanuele and Mates, Phillip and Vo, Huy T. and Bonnet, Philippe and Bauer, Bela and Surer, Brigitte and Troyer, Matthias and Williams, Dean N. and Tohline, Joel E. and Freire, Juliana and Silva, Cláudio T. },
  url = {http://www.sciencedirect.com/science/article/pii/S1877050911001268?via%3Dihub},
  journal = {Science},
  volume = {4},
  pages = {648-657},
},
@conference{Williams
  title = {Earth System Grid Center for Enabling Technologies: A Data Infrastructure for Data-Intensive Climate Research},
  author = { Williams, Dean N. },
  year = {2011},
},
@article{Sim
  title = {Efficient Bulk Data Replication for the EarthSystem Grid},
  author = { Sim, Alex and Gunter, Dan and Natarajan, Vijaya and Shoshani, Arie and Williams, Dean and Long, Jeff and Hick, Jason and Lee, Jason and Dart, Eli },
  url = {http://link.springer.com/chapter/10.1007%2F978-1-4419-8014-4_33},
  journal = {Science},
  pages = {435-444},
},
@article{Williams
  title = {The Earth System Grid Federation: Software framework supporting CMIP5 data analysis and dissemination.},
  author = { Williams, Dean N. },
  journal = {Other},
},
@conference{Williams
  title = {ESG and Cloud Computing with an Experience from Exploring Cloud for Parallelizing Tropical Storm Tracking},
  author = { Williams, Dean N. },
  year = {2010},
},
@conference{Williams
  title = {Enabling Worldwide Access to Petascale Climate Data},
  author = { Williams, Dean N. },
  year = {2010},
},
@conference{Williams
  title = {The Earth System Grid Center for Enabling Technologies (ESG-CET): Serving Climate Data to the World},
  author = { Williams, Dean N. },
  year = {2010},
},
@techreport{Williams
  title = {Ultrascale Visualization Climate Data Analysis Tools: Three-year Comprehensive Report},
  author = { Williams, Dean N. },
  number = {LBNL-3821E, 2010},
  year = {2010},
},
@conference{Williams
  title = {Adaptive Transfer Adjustment in Efficient Bulk Data Transfer Management for Climate Datasets},
  author = { Williams, Dean N. },
  year = {2010},
},
@conference{Williams
  title = {Climate Data eXchange (CDX) System},
  author = { Williams, Dean N. },
  year = {2009},
},
@conference{Williams
  title = {The Flexible Climate Data Analysis Tools (CDAT) for Multi-model Climate Simulation Data},
  author = { Williams, Dean N. },
  year = {2009},
},
@article{Doutriaux
  title = {Climate Data Analysis Tools Facilitate Scientific Investigations},
  author = { Doutriaux, Charles and Drach, Robert and McCoy, Renata and Mlaker, Velimir and Williams, Dean },
  url = {http://onlinelibrary.wiley.com/doi/10.1029/2009EO350002/abstract},
  journal = {EOS, Transactions},
  volume = {90},
  pages = {297-298},
},
@conference{Potter
  title = {Visualization of uncertainty and ensemble data: Exploration of climate modeling and weather forecast data with integrated ViSUS-CDAT systems},
  author = { Potter, Kristin and Wilson, Andrew and Bremer, Peer-Timo and Williams, Dean and Doutriaux, Charles and Pascucci, Valerio and Johhson, Chris },
  year = {2009},
},
@conference{Wiliams
  title = {The Earth System Grid Authentication Infrastructure: Integrating Local Authentication, OpenID and PKI},
  author = { Wiliams, Dean },
  year = {2009},
},
@conference{Williams
  title = {Composing Collaboratories: Earth System Grid Center for Enabling Technologies (ESG-CET)},
  author = { Williams, Dean N. },
  year = {2009},
},
@conference{Williams
  title = {High Performance GridFTP Transport of Earth System Grid (ESG) Data},
  author = { Williams, Dean N. },
  year = {2009},
},
@article{Williams
  title = {Lessons learned from moving Earth System Grid data sets over a 20 Gbps wide-area network},
  author = { Williams, Dean N. },
  journal = {Other},
},
@misc{Wiliams
  title = {The Planet at Their Fingertips: Climate Modeling Data Heats Up},
  author = { Wiliams, Dean },
  year = {2009},
},
@conference{Williams
  title = {Ultrascale Data Visualization using Ensemble-Vis,” IEEE Computer Graphics and Applications},
  author = { Williams, Dean N. },
  year = {2009},
},
@article{Siebenlist
  title = {Enhancing the earth system grid security infrastructure through single sign-on and autoprovisioning},
  author = { Siebenlist, F. and Ananthakrishnan, R. and Bernholdt, D. E. and Cinquini, L. and Foster, I. T. and Middleton, D. E. and Miller, N. and Williams, D. N. },
  url = {http://dl.acm.org/citation.cfm?doid=1658260.1658278},
  journal = {Bulletin of the American Meteorological Society},
},
@conference{Williams
  title = {Experience Report on the Supercomputing 2009 Bandwidth Challenge from the Perspective of the Earth System Grid},
  author = { Williams, Dean N. },
  year = {2009},
},
@article{Williams
  title = {Data, Visualization, and Computing Productivity},
  author = { Williams, Dean N. and Middleton, Don },
  journal = {Other},
},
@article{Williams
  title = {Data Management and Analysis for the Earth System Grid},
  author = { Williams, Dean N. },
  journal = {Journal of Applied Physics},
},
@article{Williams
  title = {Climate modeling – Conducting research and providing enabling technology},
  author = { Williams, Dean N. and Mirin, A.A. },
  journal = {Other},
},
@article{Williams
  title = {Building a Global Federation System for Climate Change Research: The Earth System Grid Center for Enabling Technologies (ESG-CET)},
  author = { Williams, Dean N. and Ananthakrishnan, R. },
  journal = {Journal of Applied Physics},
},
@conference{Williams
  title = {An Ontology for Scientific Information in a Grid Environment: the Earth System Grid, Proceedings of the Symposium on Cluster Computing and the Grid},
  author = { Williams, Dean N. },
  year = {2003},
},