NSI: Nanotechnology Knowledge Infrastructure (NKI) Data Readiness Levels discussion draft

Subject Area:
NNI Publications and Reports
Author: NSI NKI
Publication Date: May. 9 2013

Description:

A critical aspect of sharing data is an understanding of the maturity or quality of the data. Representatives from the collaborating agencies of the NKI Signature Initiative have developed a nomenclature for communicating the maturity of data. Analogous to Technology Readiness Levels, the Data Readiness Levels provide a shorthand method for conveying coarse assessments of data from experiments or model predictions for use in improving analytical methods and validating or calibrating models, and for comparisons with legacy datasets. Data Readiness Levels (DRLs) are seven graded definitions (0-6) of data quality and data maturity. DRLs provide common, simple descriptors of data quality and maturity. Unlike Technology Readiness Levels (TRLs), DRLs are augmented with metadata qualifiers that enable further assessment, reproduction, or use of the data by others. Metadata vary by discipline, as well measurement or computational considerations. The use of both DRL levels and metadata qualifiers provide a common basis for a peer-reviewed “literature” to support informed data sharing, to augment data citation in print publications, and to accelerate the translation of research to design and manufacture. 


Nanotechnology Fact

Yes, nanotechnology is becoming ubiquitous in our daily lives and has found its way into many commercial products, for example, strong, lightweight materials for better fuel economy; targeted drug delivery for safer and more effective cancer treatments; clean, accessible drinking water around the world; superfast computers with vast amounts of storage; self-cleaning surfaces; wearable health monitors; more efficient solar panels; safer food through packaging and monitoring; regrowth of skin, bone, and nerve cells for better medical outcomes; smart windows that lighten or darken to conserve energy; and nanotechnology-enabled concrete that dries more quickly and has sensors to detect stress or corrosion at the nanoscale in roads, bridges, and buildings. By some estimates, revenue from the sale of nanotechnology-enabled products made in the United States has grown more than six-fold from 2009 through 2016.

For more information, see Benefits and Applications.

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