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https://www.earthcube.org

Platform provides tools, data, services, apps and community resources for geoscience researchers. EarthCube community works together to influence how data will be collected accessed, analyzed, visualized, shared and archived; participate in interdisciplinary and collaborative research; and contribute to transformation of geoscience research through emerging practices of digital scholarship, data and software stewardship, and open science.

Proper citation: EarthCube (RRID:SCR_024576) Copy   

•   Source: SciCrunch Registry

https://californiacoastalatlas.net/

Resource designed to publish information and data about California coast reflecting current scientific understanding and data for the purpose of informing public policy and advancing the understanding of coastal processes.

Proper citation: California Coastal Atlas (RRID:SCR_024554) Copy   

•   Source: SciCrunch Registry

https://www.cernerenviza.com/syndicated-insights-and-reports-for-life-sciences/cancermpact

American healthcare company that provides data, analytics, and research to the life sciences industry, with particular focus on oncology and rare diseases.

Proper citation: Cerner Enviza (RRID:SCR_024435) Copy   

•   Source: SciCrunch Registry

http://www.statsoft.com/Products/STATISTICA/Product-Index

Analytics platform with various sub platforms, each with specific performance capabilities for tasks such as data analysis, data management, data visualization, and data mining procedures.

Proper citation: STATISTICA (RRID:SCR_014213) Copy   

•   Source: SciCrunch Registry

https://github.com/jefferis/elmr

Software tool as support for working with light and electron microscopy fly brain data. Part of suite of R packages based on NeuroAnatomy Toolbox. Provides tools to move between adult brain EM and light level data, emphasising interaction between CATMAID web application and R Neuroanatomy Toolbox package.

Proper citation: elmr (RRID:SCR_017249) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/metagear/index.html

Software R package for research synthesis taxonomy from applying systematic review approach to assemble and screen literature, to extract data from studies, and to summarize and analyze these data with statistics of meta analysis.

Proper citation: metagear (RRID:SCR_017085) Copy   

•   Source: SciCrunch Registry

https://cibersort.stanford.edu/

Software tool to provide an estimation of the abundances of member cell types in a mixed cell population, using gene expression data. Used for characterizing cell composition of complex tissues from their gene expression profiles, large scale analysis of RNA mixtures for cellular biomarkers and therapeutic targets.

Proper citation: CIBERSORT (RRID:SCR_016955) Copy   

•   Source: SciCrunch Registry

https://github.com/sccn/labstreaminglayer

System for unified collection of measurement time series in research experiments that handles networking, time synchronization, near real time access as well as optionally centralized collection, viewing and disk recording of data. System for synchronizing streaming data for live analysis or recording.

Proper citation: Lab Streaming Layer (RRID:SCR_017631) Copy   

•   Source: SciCrunch Registry

https://ascl.net/

Registry for source codes of interest to astronomers and astrophysicists, including solar system astronomers, and lists codes that have been used in research that has appeared in, or been submitted to, peer-reviewed publications. ASCL is indexed by SAO/NASA Astrophysics Data System (ADS) and Web of Science and is citable by using unique ascl ID assigned to each code. The ascl ID can be used to link to the code entry by prefacing the number with ascl.net .

Proper citation: Astrophysics Source Code Library (RRID:SCR_017604) Copy   

•   Source: SciCrunch Registry

https://sourceforge.net/projects/bva-io/

Software package for interfacing the Brain Vision Analyser data files (load/save) for ongoing development of Matlab routines . This package is also compatible with the EEGLAB software, and may be uncompressed in the plugin folder of this software.

Proper citation: BVA import/export EEGLAB plugin (RRID:SCR_016333) Copy   

•   Source: SciCrunch Registry

https://github.com/AllenInstitute/scrattch.hicat

Software R package as hierarchical, iterative clustering for analysis of transcriptomics data.Used for single cell RNA-seq analysis for transcriptomic type characterization from Allen Institute.

Proper citation: Scrattch.Hicat (RRID:SCR_018099) Copy   

•   Source: SciCrunch Registry

https://gitlab.com/biomerieux-data-science/clustlasso

Software R package to build predictive signatures of microbial phenotypes. Software package implementing cluster lasso approach.

Proper citation: clustLasso (RRID:SCR_018820) Copy   

•   Source: SciCrunch Registry

https://github.com/quest-bih/oddpub

Text mining algorithm to screen biomedical publications to find data sharing statements. Algorithm that parses set of publications and detects which publications disseminated Open Data or Open Code together with publication. Tailored towards biomedical literature.

Proper citation: ODDPub (RRID:SCR_018385) Copy   

•   Source: SciCrunch Registry

https://github.com/alleninstitute/cocoframer

Software R package contains various functions for using the data from the Allen Mouse Brain Atlas that is registered to the Common Coordinate Framework. The functionality includes retrieving 3D, CCF aligned, gridded ISH data from the Allen Brain Atlas API, rendering 2D plots of slices of ISH data, retrieving the Mouse Brain Atlas structural ontology, and generating 3D plots of brain structures like those presented in the Allen Brain Explorer.

Proper citation: Cocoframer (RRID:SCR_023817) Copy   

•   Source: SciCrunch Registry

http://www.broad.mit.edu/mpr/lung

Data set of a molecular taxonomy of lung carcinoma, the leading cause of cancer death in the United States and worldwide. Using oligonucleotide microarrays, researchers analyzed mRNA expression levels corresponding to 12,600 transcript sequences in 186 lung tumor samples, including 139 adenocarcinomas resected from the lung. Hierarchical and probabilistic clustering of expression data defined distinct sub-classes of lung adenocarcinoma. Among these were tumors with high relative expression of neuroendocrine genes and of type II pneumocyte genes, respectively. Retrospective analysis revealed a less favorable outcome for the adenocarcinomas with neuroendocrine gene expression. The diagnostic potential of expression profiling is emphasized by its ability to discriminate primary lung adenocarcinomas from metastases of extra-pulmonary origin. These results suggest that integration of expression profile data with clinical parameters could aid in diagnosis of lung cancer patients.

Proper citation: Classification of Human Lung Carcinomas by mRNA Expression Profiling Reveals Distinct Adenocarcinoma Sub-classes (RRID:SCR_003010) Copy   

•   Source: SciCrunch Registry

https://commonfund.nih.gov/hmp/

NIH Project to generate resources to characterize the human microbiota and to analyze its role in human health and disease at several different sites on the human body, including nasal passages, oral cavities, skin, gastrointestinal tract, and urogenital tract using metagenomic and traditional approach to genomic DNA sequencing studies.HMP was supported by the Common Fund from 2007 to 2016.

Proper citation: Human Microbiome Project (RRID:SCR_012956) Copy   

•   Source: SciCrunch Registry

http://www.usadellab.org/cms/index.php?page=trimmomatic

Software Java pipeline for trimming tasks for Illumina paired end and single ended data. Flexible Trimmer for Illumina Sequence Data. Pair aware preprocessing tool optimized for Illumina next generation sequencing data. Includes several processing steps for read trimming and filtering. Operating systems Unix/Linux, Mac OS, Windows.

Proper citation: Trimmomatic (RRID:SCR_011848) Copy   

•   Source: SciCrunch Registry

https://github.com/aertslab/SCENIC

Software R package as single cell regulatory network inference and clustering. Used for simultaneous gene regulatory network reconstruction and cell state identification from single cell RNA-seq data.

Proper citation: SCENIC (RRID:SCR_017247) Copy   

•   Source: SciCrunch Registry

https://it.uib.no/en/Safe

Platform for Secure Access to Research Data and E-Infrastructure based on European Standards for Health Case information. Used for secure processing of sensitive personal data in research in health and care sector.

Proper citation: Secure Access to Research Data and E-Infrastructure (RRID:SCR_017246) Copy   

•   Source: SciCrunch Registry

https://sciex.com/products/software/lipidview-software

Software tool for molecular characterization and quantification of lipid species from electrospray mass spectrometry data. Enables lipid profiling by searching parent and fragment ion masses against lipid fragment database and reports numerical and graphical output for various lipid molecular species, lipid classes, fatty acids, and long chain bases.

Proper citation: LipidView Software (RRID:SCR_017003) Copy   

•   Source: SciCrunch Registry