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Effective January 25, 2023, NIH has issued the Data Management and Sharing (DMS) policy to promote the sharing of scientific data. Data management is the process of validating, organizing, protecting, maintaining, and processing scientific data to ensure the accessibility, reliability, and quality of the data for its users. Proper data management helps maintain scientific rigor and research integrity. Keeping good track of data and associated documentation lets researchers and collaborators use data consistently and accurately.

Data Management: NIH Guidelines

Writing a Data Management Sharing Plan

It is imperative that published work truly represents your science. Review the following links while aiming for the highest standards in rigor and reproducibility.

Introduction to Photoshop

Introduction to Photoshop for Scientific Imaging

The temptation of image manipulation.

Microscopy Alliance - UA

Nature-Editorial Policies

Roadmap to Image Analysis

Seeing the Scientific Image

Different kinds of data require different visualization methods. This free software takes you step-by-step through the whole figure generation process.

Data to Viz

 


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