Designing the User Experience for Earth Observation Data Services in the Cloud

[摘要] NASA's Earth Observation (EO) inventory is projected to grow by an order of magnitude over the next 5-6 years. The current mode for working with EO data of downloading the data to a local machine (laptop, desktop or server) will be difficult to sustain for these upcoming volumes. Therefore, NASA is in the process of developing a capability to host large volume data in commercial cloud, with an eye toward encouraging data analysis in the cloud. However, in order for the user community to take advantage of this new mode of data interaction, the user experience must be redesigned. Cloud-hosted data brings new challenges, such as managing the costs of data egress and working with data in Web Object Storage instead of a Posix filesystem. However, it also brings new opportunities. Scaling data transformation processes may permit more synchronous data services with near-immediate response vs. cumbersome ordering systems with latencies of hours or days. Data co-location in the cloud can facilitate data integration and fusion. Highly scalable filesystems and databases in the cloud support data reorganization to facilitate analysis at scale. In the course of NASA's reimagining of the User Experience for EO data usage relies on end user input gathered through surveys, workshops and meetings (such as this). At the same time, we have embarked on a course of pedagogy and capacity building to help the user community evolve to cloud-based analysis.

[发布日期] 2019-10-06

[学科分类] 软件

[关键词] CLOUDS (METEOROLOGY);DATA BASES;DATA INTEGRATION;DATA STORAGE;EARTH OBSERVATIONS (FROM SPACE);HUMAN-COMPUTER INTERFACE;INFORMATION SYSTEMS;INTEROPERABILITY;KNOWLEDGE BASED SYSTEMS;VISUAL OBSERVATION