Harold A Shanafield III Database Operations Lead Contact shanafieldha@ornl.gov | 865.241.6825 All Publications Provenance–aware workflow for data quality management and improvement for large continuous scientific data streams... Social media based NPL system to find and retrieve ARM data: Concept paper Social media based NPL system to find and retrieve ARM data: Concept paper... Drupal: Collaborative Framework for Science Research Key Links ORCID ARM Data Science and Integration Group Organizations Biological and Environmental Systems Science Directorate Environmental Sciences Division Earth System Informatics and Data Discovery Section Earth System Data Management and Operations Group Climate Change Science Institute