"Turning data into knowledge" (Brenner, 2002) is in fact the major bottleneck in genomics today, and a large-scale undergraduate project in sequence improvement and analysis results in new understandings and improved data sets that can benefit the research community as a whole (Boomer et al., 2002; Elwess and Latourelle, 2004; Drew and Triplett, 2008).
Such data is invaluable for improving our understanding of the data exploration process, for implementing intelligent user interfaces, for evaluating data mining and visualization techniques, and for characterizing how the broader ecosystem of data analysis tools are used in practice.
New ideas, methods and data offer opportunities to improve understanding.
Instead, the FVAQ provides meaningful categorization of biomechanical features that may be important to consider, along with clinical data, in improving our understanding of the cause and prevention of falls.
How past climate data improves our understanding of climate change and helps predict its impacts.
These data improve our understanding of pneumococcal evolution and emphasize the need to consider pangenome composition when inferring the impact of vaccination and developing future protein-based pneumococcal vaccines.
Specifically we assess the extent to which the data improve our understanding of (a) the spatial processes governing the distribution of great apes and elephants at the landscape scale (Table 2), and, (b) the effectiveness of different management strategies in conserving ape and elephant populations, and suggest design improvements for long-term monitoring programs.
Our data improve our understanding of Ca2+ regulation of insect flight muscle.
These data improve our understanding of how HDIs promote osteoblast differentiation by identifying genes that are altered within the first 18 hours of HDAC inhibition.
The concentration and flux time series data improve our understanding of processes controlling production and transport of DOC, total Hg (THg), and MeHg from mangrove-dominated areas, assessments previously unattainable in dynamic estuarine systems.
These data improve our understanding of recruitment of BER proteins to sites of DNA damage and provide evidence for a role of XRCC1 in the organization of BER into multiprotein complexes of different sizes.
