The phrase "and merging data from" is correct and usable in written English.
It can be used when discussing the process of combining or integrating information from different sources.
Example: "The report focuses on analyzing trends and merging data from various departments to create a comprehensive overview."
Alternatives: "and integrating data from" or "and consolidating data from".
Nowadays geospatial data is used and analyzed most of the times within a Geographical Information System (GIS) that has capabilities such as assembling, storing, manipulating, displaying, and merging data from different sources (Giuliani et al. 2011).
We reasoned that one way to overcome the difficulties of indexing and merging data from hundreds of crystals is to collect a complete diffraction data set from a single crystal while keeping the total dose below ∼10e−/Å.
These conditions require tools that collect data automatically, can work offline and merge data from different developers working in the same project.
Their approach turned out to be easily accessible, because it used data from common GWAS and merged data from different levels of information to describe the complex trait of interest in a comprehensive way.
In this study, we collected and merged data from three major online repositories for A. thaliana gene expressions: TAIR (http://www.arabidopsis.org/), NASC (http://affymetrix.arabidopsis.info/) and GEO (http://www.ncbi.nlm.nih.gov/geo/).nih.gov/geo/
The analyses were conducted for each of the studies in isolation, and by merging data from all studies and controlling for site effect in estimating the area under the receiver operating curve (AUROC) values.
De Haas et al. (2012) have shown that it is possible to increase the number of genotypes and phenotypes by merging data from various research herds worldwide.
The difficulties in performing a meta-analysis of individual patient data were recently illustrated in the IMPACT project (International Mission on Prognosis and Clinical Trial Design in TBI): merging data from 11 studies involved over 10 person years of work.
The CY-BOCS is a clinician-rated instrument that involves merging data from clinical observation and parent and child report; independent evaluator (IE) reliability training is described below.
The researchers working with cross jurisdictional linked data also face challenges around merging data from different states and working with different collection methodologies and variable definitions.
Thus, GEM-TREND can help comprehensive re-analysis of the primary data by merging data from multiple studies and provide insights into unknown functional relationships of the genes.
