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The Future of Mars We Imagine 1. Short missions involving a few astronauts 2. Long-term research outposts similar to Antarctic research bases 3. Large settlements with populations in the thousands or more 4. Terraforming Mars to make it easily habitable
Mars is the most Earth-like planet in our solar system. It it the first planet humans will visit and the only planet that can support life in the future, with abundant water and the potential for terraforming it to make it more clement...As a result, an exploration program to the Red Planet will allow the investigation of a wide variety of importatn geological, climatological and exobiolgical topics, but can also address in a scientific manner the almost theological question of, Are we alone in the universe?
The Community Coordinated Modeling Center (CCMC) at NASA Goddard Space Flight Center (GSFC) leads heliophysics research by providing open access to numerous models and their outputs. Our resources are available on-demand and continuously updated with real-time data, covering sun-earth interactions across multiple domains. These domains include coronal, heliosphere, inner and global magnetosphere, ionosphere, thermosphere, and lower atmosphere interactions. Operating in a hybrid environment, CCMC utilizes both self-owned hardware and Amazon Web Services (AWS) cloud infrastructure. Managing petabytes of data across multiple locations necessitates robust data engineering solutions. To address this challenge, CCMC has adopted industry-standard and open-source tools. We use Apache Airflow as our primary data engineering platform, Python for scripting and data processing, and GitLab for version control and CI/CD. Additionally, we employ Kubernetes for containerized services, Grafana and Prometheus for metrics and monitoring, and Terraform and Puppet for reproducible infrastructure as code. This presentation will discuss lessons learned from our data engineering experiences, platforms evaluated but found unsuitable for our scientific data requirements, and specific techniques developed to enhance data transfer speed and reliability. By using these technologies effectively, CCMC continues to advance heliophysics research through efficient data management and open-access modeling.