WRF/EMEP Linear Workflow

Example Common Workflow Language (CWL) workflow and tool descriptors for running the Weather Research and Forecase (WRF) and EMEP models.

This workflow is designed for a single model domain. Example datasets for testing this workflow can be downloaded from Zenodo.

Requirements:

• docker or singularity
• conda
• cwltool
• Toil - optional, useful for running on HPC or distributed computing systems

CWL / Toil Installation:

The workflow runner (either cwltool, or ...

Workflow (hybrid) metagenomic assembly and binning + GEMs

Accepts both Illumina and Long reads (ONT/PacBio)

• Workflow Illumina Quality: https://workflowhub.eu/workflows/336?version=1

• Workflow LongRead Quality: https://workflowhub.eu/workflows/337

• Kraken2 taxonomic classification of FASTQ reads

• SPAdes/Flye (Assembly)

• QUAST (Assembly quality report)

Workflow binnning https://workflowhub.eu/workflows/64?version=11 (optional)

• Metabat2/MaxBin2/SemiBin
• DAS Tool
• CheckM ...

Workflow for LongRead Quality Control and Filtering

• NanoPlot (read quality control) before and after filtering
• Filtlong (read trimming)
• Kraken2 taxonomic read classification before and after filtering
• Minimap2 read filtering based on given references

Other UNLOCK workflows on WorkflowHub: https://workflowhub.eu/projects/16/workflows?view=default

All tool CWL files and other workflows can be found here: https://gitlab.com/m-unlock/cwl/workflows

**How to setup and use an UNLOCK ...

Workflow for Illumina Quality Control and Filtering

Multiple paired datasets will be merged into single paired dataset.

Summary:

• FastQC on raw data files
• fastp for read quality trimming
• BBduk for phiX and (optional) rRNA filtering
• Kraken2 for taxonomic classification of reads (optional)
• BBmap for (contamination) filtering using given references (optional)
• FastQC on filtered (merged) data

Other UNLOCK workflows on WorkflowHub: https://workflowhub.eu/projects/16/workflows?view=default ...

RASflow: RNA-Seq Analysis Snakemake Workflow

RASflow is a modular, flexible and user-friendly RNA-Seq analysis workflow.

RASflow can be applied to both model and non-model organisms. It supports mapping RNA-Seq raw reads to both genome and transcriptome (can be downloaded from public database or can be homemade by users) and it can do both transcript- and gene-level Differential Expression Analysis (DEA) when transcriptome is used as mapping reference. It requires little programming skill for ...

Introduction

wombat-p pipelines is a bioinformatics analysis pipeline that bundles different workflow for the analysis of label-free proteomics data with the purpose of comparison and benchmarking. It allows using files from the proteomics metadata standard SDRF.

The pipeline is built using Nextflow, a workflow tool to run tasks across multiple compute infrastructures in a very portable manner. It uses ...

ROIforMSI

Source codes for manuscript "Delineating Regions-of-interest for Mass Spectrometry Imaging by Multimodally Corroborated Spatial Segmentation"

"ExampleWorkflow.ipynb" is a methods document to demonstrate the workflow of our multimodal fusion-based spatial segmentation.

"Utilities.py" contains all the tools to implement our method.

"gui.py" and "registration_gui.py" are files to implement linear and nonlinear registration.

(Licence: GPL-3)

We present an R script that describes the workflow for analysing honey bee (Apis mellifera) wing shape. It is based on a large dataset of wing images and landmark coordinates available at Zenodo: https://doi.org/10.5281/zenodo.7244070. The dataset can be used as a reference for the identification of unknown samples. As unknown samples, we used data from Nawrocka et al. (2018), available at Zenodo: https://doi.org/10.5281/zenodo.7567336. Among others, the script can be used to identify the geographic ...

MoP2- DSL2 version of Master of Pores

[![Nextflow ...

sqtlseeker2-nf

A pipeline for splicing quantitative trait loci (sQTL) mapping.

The pipeline performs the following analysis steps:

• Index the genotype file
• Preprocess the transcript expression data
• Test for association between ...