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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 ...

GRAVI: Gene Regulatory Analysis using Variable Inputs

This is a snakemake workflow for:

1. Performing sample QC
2. Calling ChIP peaks
3. Performing Differential Binding Analysis
4. Comparing results across ChIP targets

The minimum required input is one ChIP target with two conditions.

Full documentation can be found here

Snakemake Implementation

The basic workflow is written snakemake, requiring at least v7.7, and can be called using the following ...

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)