diff --git a/.editorconfig b/.editorconfig
index 72dda28..6d9b74c 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -31,3 +31,7 @@ indent_size = unset
 # ignore python and markdown
 [*.{py,md}]
 indent_style = unset
+
+# ignore ro-crate metadata files
+[**/ro-crate-metadata.json]
+insert_final_newline = unset
diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index 8225096..f622079 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -1,4 +1,4 @@
-# nf-core/rangeland: Contributing Guidelines
+# `nf-core/rangeland`: Contributing Guidelines
 
 Hi there!
 Many thanks for taking an interest in improving nf-core/rangeland.
@@ -55,9 +55,9 @@ These tests are run both with the latest available version of `Nextflow` and als
 
 :warning: Only in the unlikely and regretful event of a release happening with a bug.
 
-- On your own fork, make a new branch `patch` based on `upstream/master`.
+- On your own fork, make a new branch `patch` based on `upstream/main` or `upstream/master`.
 - Fix the bug, and bump version (X.Y.Z+1).
-- A PR should be made on `master` from patch to directly this particular bug.
+- Open a pull-request from `patch` to `main`/`master` with the changes.
 
 ## Getting help
 
@@ -65,13 +65,13 @@ For further information/help, please consult the [nf-core/rangeland documentatio
 
 ## Pipeline contribution conventions
 
-To make the nf-core/rangeland code and processing logic more understandable for new contributors and to ensure quality, we semi-standardise the way the code and other contributions are written.
+To make the `nf-core/rangeland` code and processing logic more understandable for new contributors and to ensure quality, we semi-standardise the way the code and other contributions are written.
 
 ### Adding a new step
 
 If you wish to contribute a new step, please use the following coding standards:
 
-1. Define the corresponding input channel into your new process from the expected previous process channel
+1. Define the corresponding input channel into your new process from the expected previous process channel.
 2. Write the process block (see below).
 3. Define the output channel if needed (see below).
 4. Add any new parameters to `nextflow.config` with a default (see below).
@@ -84,7 +84,7 @@ If you wish to contribute a new step, please use the following coding standards:
 
 ### Default values
 
-Parameters should be initialised / defined with default values in `nextflow.config` under the `params` scope.
+Parameters should be initialised / defined with default values within the `params` scope in `nextflow.config`.
 
 Once there, use `nf-core pipelines schema build` to add to `nextflow_schema.json`.
 
diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml
index 07c944c..716cc63 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yml
@@ -9,7 +9,6 @@ body:
 
         - [nf-core website: troubleshooting](https://nf-co.re/usage/troubleshooting)
         - [nf-core/rangeland pipeline documentation](https://nf-co.re/rangeland/usage)
-
   - type: textarea
     id: description
     attributes:
diff --git a/.github/workflows/awsfulltest.yml b/.github/workflows/awsfulltest.yml
index fb7ee45..a412c37 100644
--- a/.github/workflows/awsfulltest.yml
+++ b/.github/workflows/awsfulltest.yml
@@ -1,11 +1,12 @@
 name: nf-core AWS full size tests
-# This workflow is triggered on PRs opened against the master branch.
+# This workflow is triggered on PRs opened against the main/master branch.
 # It can be additionally triggered manually with GitHub actions workflow dispatch button.
 # It runs the -profile 'test_full' on AWS batch
 
 on:
   pull_request:
     branches:
+      - main
       - master
   workflow_dispatch:
   pull_request_review:
@@ -18,18 +19,30 @@ jobs:
     if: github.repository == 'nf-core/rangeland' && github.event.review.state == 'approved' && github.event.pull_request.base.ref == 'master' || github.event_name == 'workflow_dispatch'
     runs-on: ubuntu-latest
     steps:
-      - uses: octokit/request-action@v2.x
+      - name: Get PR reviews
+        uses: octokit/request-action@v2.x
+        if: github.event_name != 'workflow_dispatch'
         id: check_approvals
+        continue-on-error: true
         with:
-          route: GET /repos/${{ github.repository }}/pulls/${{ github.event.pull_request.number }}/reviews
+          route: GET /repos/${{ github.repository }}/pulls/${{ github.event.pull_request.number }}/reviews?per_page=100
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      - id: test_variables
+
+      - name: Check for approvals
+        if: ${{ failure() && github.event_name != 'workflow_dispatch' }}
+        run: |
+          echo "No review approvals found. At least 2 approvals are required to run this action automatically."
+          exit 1
+
+      - name: Check for enough approvals (>=2)
+        id: test_variables
         if: github.event_name != 'workflow_dispatch'
         run: |
           JSON_RESPONSE='${{ steps.check_approvals.outputs.data }}'
           CURRENT_APPROVALS_COUNT=$(echo $JSON_RESPONSE | jq -c '[.[] | select(.state | contains("APPROVED")) ] | length')
           test $CURRENT_APPROVALS_COUNT -ge 2 || exit 1 # At least 2 approvals are required
+
       - name: Launch workflow via Seqera Platform
         uses: seqeralabs/action-tower-launch@v2
         # Add full size test data (but still relatively small datasets for few samples)
diff --git a/.github/workflows/branch.yml b/.github/workflows/branch.yml
index 7ea70c0..09f67c3 100644
--- a/.github/workflows/branch.yml
+++ b/.github/workflows/branch.yml
@@ -1,15 +1,17 @@
 name: nf-core branch protection
-# This workflow is triggered on PRs to master branch on the repository
-# It fails when someone tries to make a PR against the nf-core `master` branch instead of `dev`
+# This workflow is triggered on PRs to `main`/`master` branch on the repository
+# It fails when someone tries to make a PR against the nf-core `main`/`master` branch instead of `dev`
 on:
   pull_request_target:
-    branches: [master]
+    branches:
+      - main
+      - master
 
 jobs:
   test:
     runs-on: ubuntu-latest
     steps:
-      # PRs to the nf-core repo master branch are only ok if coming from the nf-core repo `dev` or any `patch` branches
+      # PRs to the nf-core repo main/master branch are only ok if coming from the nf-core repo `dev` or any `patch` branches
       - name: Check PRs
         if: github.repository == 'nf-core/rangeland'
         run: |
@@ -22,7 +24,7 @@ jobs:
         uses: mshick/add-pr-comment@b8f338c590a895d50bcbfa6c5859251edc8952fc # v2
         with:
           message: |
-            ## This PR is against the `master` branch :x:
+            ## This PR is against the `${{github.event.pull_request.base.ref}}` branch :x:
 
             * Do not close this PR
             * Click _Edit_ and change the `base` to `dev`
@@ -32,9 +34,9 @@ jobs:
 
             Hi @${{ github.event.pull_request.user.login }},
 
-            It looks like this pull-request is has been made against the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `master` branch.
-            The `master` branch on nf-core repositories should always contain code from the latest release.
-            Because of this, PRs to `master` are only allowed if they come from the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `dev` branch.
+            It looks like this pull-request is has been made against the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) ${{github.event.pull_request.base.ref}} branch.
+            The ${{github.event.pull_request.base.ref}} branch on nf-core repositories should always contain code from the latest release.
+            Because of this, PRs to ${{github.event.pull_request.base.ref}} are only allowed if they come from the [${{github.event.pull_request.head.repo.full_name }}](https://github.com/${{github.event.pull_request.head.repo.full_name }}) `dev` branch.
 
             You do not need to close this PR, you can change the target branch to `dev` by clicking the _"Edit"_ button at the top of this page.
             Note that even after this, the test will continue to show as failing until you push a new commit.
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index bded152..fd1e83a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -45,7 +45,7 @@ jobs:
             profile: "singularity"
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
 
       - name: Set up Nextflow
         uses: nf-core/setup-nextflow@v2
diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 713dc3e..13b51e2 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -2,7 +2,7 @@ name: Test successful pipeline download with 'nf-core pipelines download'
 
 # Run the workflow when:
 #  - dispatched manually
-#  - when a PR is opened or reopened to master branch
+#  - when a PR is opened or reopened to main/master branch
 #  - the head branch of the pull request is updated, i.e. if fixes for a release are pushed last minute to dev.
 on:
   workflow_dispatch:
@@ -17,17 +17,23 @@ on:
       - edited
       - synchronize
     branches:
+      - main
       - master
   pull_request_target:
     branches:
+      - main
       - master
 
 env:
   NXF_ANSI_LOG: false
 
 jobs:
-  download:
+  configure:
     runs-on: ubuntu-latest
+    outputs:
+      REPO_LOWERCASE: ${{ steps.get_repo_properties.outputs.REPO_LOWERCASE }}
+      REPOTITLE_LOWERCASE: ${{ steps.get_repo_properties.outputs.REPOTITLE_LOWERCASE }}
+      REPO_BRANCH: ${{ steps.get_repo_properties.outputs.REPO_BRANCH }}
     steps:
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@v2
@@ -35,7 +41,7 @@ jobs:
       - name: Disk space cleanup
         uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
 
-      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
+      - uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.12"
           architecture: "x64"
@@ -51,37 +57,42 @@ jobs:
           pip install git+https://github.com/nf-core/tools.git@dev
 
       - name: Get the repository name and current branch set as environment variable
+        id: get_repo_properties
         run: |
-          echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> ${GITHUB_ENV}
-          echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> ${GITHUB_ENV}
-          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
+          echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> "$GITHUB_OUTPUT"
+          echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> "$GITHUB_OUTPUT"
+          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> "$GITHUB_OUTPUT"
 
       - name: Make a cache directory for the container images
         run: |
           mkdir -p ./singularity_container_images
 
+  download:
+    runs-on: ubuntu-latest
+    needs: configure
+    steps:
       - name: Download the pipeline
         env:
           NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
         run: |
-          nf-core pipelines download ${{ env.REPO_LOWERCASE }} \
-          --revision ${{ env.REPO_BRANCH }} \
-          --outdir ./${{ env.REPOTITLE_LOWERCASE }} \
+          nf-core pipelines download ${{ needs.configure.outputs.REPO_LOWERCASE }} \
+          --revision ${{ needs.configure.outputs.REPO_BRANCH }} \
+          --outdir ./${{ needs.configure.outputs.REPOTITLE_LOWERCASE }} \
           --compress "none" \
           --container-system 'singularity' \
-          --container-library "quay.io" -l "docker.io" -l "community.wave.seqera.io" \
+          --container-library "quay.io" -l "docker.io" -l "community.wave.seqera.io/library/" \
           --container-cache-utilisation 'amend' \
           --download-configuration 'yes'
 
       - name: Inspect download
-        run: tree ./${{ env.REPOTITLE_LOWERCASE }}
+        run: tree ./${{ needs.configure.outputs.REPOTITLE_LOWERCASE }}
 
       - name: Count the downloaded number of container images
         id: count_initial
         run: |
           image_count=$(ls -1 ./singularity_container_images | wc -l | xargs)
           echo "Initial container image count: $image_count"
-          echo "IMAGE_COUNT_INITIAL=$image_count" >> ${GITHUB_ENV}
+          echo "IMAGE_COUNT_INITIAL=$image_count" >> "$GITHUB_OUTPUT"
 
       - name: Run the downloaded pipeline (stub)
         id: stub_run_pipeline
@@ -89,27 +100,27 @@ jobs:
         env:
           NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
           NXF_SINGULARITY_HOME_MOUNT: true
-        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results
+        run: nextflow run ./${{needs.configure.outputs.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ needs.configure.outputs.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results
       - name: Run the downloaded pipeline (stub run not supported)
         id: run_pipeline
-        if: ${{ job.steps.stub_run_pipeline.status == failure() }}
+        if: ${{ steps.stub_run_pipeline.outcome == 'failure' }}
         env:
           NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
           NXF_SINGULARITY_HOME_MOUNT: true
-        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -profile test,singularity --outdir ./results
+        run: nextflow run ./${{ needs.configure.outputs.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ needs.configure.outputs.REPO_BRANCH }}) -profile test,singularity --outdir ./results
 
       - name: Count the downloaded number of container images
         id: count_afterwards
         run: |
           image_count=$(ls -1 ./singularity_container_images | wc -l | xargs)
           echo "Post-pipeline run container image count: $image_count"
-          echo "IMAGE_COUNT_AFTER=$image_count" >> ${GITHUB_ENV}
+          echo "IMAGE_COUNT_AFTER=$image_count" >> "$GITHUB_OUTPUT"
 
       - name: Compare container image counts
         run: |
-          if [ "${{ env.IMAGE_COUNT_INITIAL }}" -ne "${{ env.IMAGE_COUNT_AFTER }}" ]; then
-            initial_count=${{ env.IMAGE_COUNT_INITIAL }}
-            final_count=${{ env.IMAGE_COUNT_AFTER }}
+          if [ "${{ steps.count_initial.outputs.IMAGE_COUNT_INITIAL }}" -ne "${{ steps.count_afterwards.outputs.IMAGE_COUNT_AFTER }}" ]; then
+            initial_count=${{ steps.count_initial.outputs.IMAGE_COUNT_INITIAL }}
+            final_count=${{ steps.count_afterwards.outputs.IMAGE_COUNT_AFTER }}
             difference=$((final_count - initial_count))
             echo "$difference additional container images were \n downloaded at runtime . The pipeline has no support for offline runs!"
             tree ./singularity_container_images
diff --git a/.github/workflows/fix-linting.yml b/.github/workflows/fix-linting.yml
index da19b1c..79b9c5b 100644
--- a/.github/workflows/fix-linting.yml
+++ b/.github/workflows/fix-linting.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # Use the @nf-core-bot token to check out so we can push later
-      - uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
         with:
           token: ${{ secrets.nf_core_bot_auth_token }}
 
@@ -32,7 +32,7 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.nf_core_bot_auth_token }}
 
       # Install and run pre-commit
-      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
+      - uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.12"
 
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index a502573..dbd52d5 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -14,10 +14,10 @@ jobs:
   pre-commit:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
+        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.12"
 
@@ -31,12 +31,12 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
 
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@v2
 
-      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
+      - uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.12"
           architecture: "x64"
@@ -74,7 +74,7 @@ jobs:
 
       - name: Upload linting log file artifact
         if: ${{ always() }}
-        uses: actions/upload-artifact@65462800fd760344b1a7b4382951275a0abb4808 # v4
+        uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4
         with:
           name: linting-logs
           path: |
diff --git a/.github/workflows/linting_comment.yml b/.github/workflows/linting_comment.yml
index 42e519b..0bed96d 100644
--- a/.github/workflows/linting_comment.yml
+++ b/.github/workflows/linting_comment.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Download lint results
-        uses: dawidd6/action-download-artifact@bf251b5aa9c2f7eeb574a96ee720e24f801b7c11 # v6
+        uses: dawidd6/action-download-artifact@80620a5d27ce0ae443b965134db88467fc607b43 # v7
         with:
           workflow: linting.yml
           workflow_conclusion: completed
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index c6ba35d..450b1d5 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -31,7 +31,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
+      - uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.10"
       - name: Install dependencies
diff --git a/.github/workflows/template_version_comment.yml b/.github/workflows/template_version_comment.yml
index e8aafe4..537529b 100644
--- a/.github/workflows/template_version_comment.yml
+++ b/.github/workflows/template_version_comment.yml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
         with:
           ref: ${{ github.event.pull_request.head.sha }}
 
diff --git a/.gitpod.yml b/.gitpod.yml
index 4611863..83599f6 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -6,12 +6,5 @@ tasks:
       nextflow self-update
 
 vscode:
-  extensions: # based on nf-core.nf-core-extensionpack
-    #- esbenp.prettier-vscode # Markdown/CommonMark linting and style checking for Visual Studio Code
-    - EditorConfig.EditorConfig # override user/workspace settings with settings found in .editorconfig files
-    - Gruntfuggly.todo-tree # Display TODO and FIXME in a tree view in the activity bar
-    - mechatroner.rainbow-csv # Highlight columns in csv files in different colors
-    - nextflow.nextflow # Nextflow syntax highlighting
-    - oderwat.indent-rainbow # Highlight indentation level
-    - streetsidesoftware.code-spell-checker # Spelling checker for source code
-    - charliermarsh.ruff # Code linter Ruff
+  extensions:
+    - nf-core.nf-core-extensionpack # https://github.com/nf-core/vscode-extensionpack
diff --git a/.nf-core.yml b/.nf-core.yml
index d29a63f..586b308 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -1,10 +1,8 @@
-bump_version: null
 lint:
   files_exist:
     - conf/igenomes.config
     - conf/igenomes_ignored.config
-nf_core_version: 3.0.2
-org_path: null
+nf_core_version: 3.1.1
 repository_type: pipeline
 template:
   author: Fabian Lehmann, David Frantz, Felix Kummer
@@ -18,4 +16,3 @@ template:
   skip_features:
     - igenomes
   version: 1.0.0
-update: null
diff --git a/.prettierignore b/.prettierignore
index 437d763..edd29f0 100644
--- a/.prettierignore
+++ b/.prettierignore
@@ -10,3 +10,4 @@ testing/
 testing*
 *.pyc
 bin/
+ro-crate-metadata.json
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..a33b527
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,3 @@
+{
+    "markdown.styles": ["public/vscode_markdown.css"]
+}
diff --git a/LICENSE b/LICENSE
index 62ac3fe..59c0e8c 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) Fabian Lehmann, David Frantz, Felix Kummer
+Copyright (c) The nf-core/rangeland team
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index 524f64b..8c2e151 100644
--- a/README.md
+++ b/README.md
@@ -3,9 +3,7 @@
     <source media="(prefers-color-scheme: dark)" srcset="docs/images/nf-core-rangeland_logo_dark.png">
     <img alt="nf-core/rangeland" src="docs/images/nf-core-rangeland_logo_light.png">
   </picture>
-</h1>
-
-[![GitHub Actions CI Status](https://github.com/nf-core/rangeland/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/rangeland/actions/workflows/ci.yml)
+</h1>[![GitHub Actions CI Status](https://github.com/nf-core/rangeland/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/rangeland/actions/workflows/ci.yml)
 [![GitHub Actions Linting Status](https://github.com/nf-core/rangeland/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/rangeland/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/rangeland/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
 [![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)
 
@@ -38,8 +36,7 @@ The pipeline processes satellite imagery alongside auxiliary data in multiple st
 ## Usage
 
 > [!NOTE]
-> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow.
-> Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.
+> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow.Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.
 
 To run, satellite imagery, water vapor data, a digital elevation model, endmember definitions, a datacube specification, and a area-of-interest specification are required as input data.
 Please refer to the [usage documentation](https://nf-co.re/rangeland/usage) for details on the input structure.
diff --git a/conf/base.config b/conf/base.config
index cf3d991..61b8112 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -19,7 +19,7 @@ process {
     maxErrors     = '-1'
 
     // Process-specific resource requirements
-    // NOTE - Please try and re-use the labels below as much as possible.
+    // NOTE - Please try and reuse the labels below as much as possible.
     //        These labels are used and recognised by default in DSL2 files hosted on nf-core/modules.
     //        If possible, it would be nice to keep the same label naming convention when
     //        adding in your local modules too.
diff --git a/docs/usage.md b/docs/usage.md
index 7f73f5f..c52681a 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -384,10 +384,9 @@ If you wish to repeatedly use the same parameters for multiple runs, rather than
 
 Pipeline settings can be provided in a `yaml` or `json` file via `-params-file <file>`.
 
-:::warning
-Do not use `-c <file>` to specify parameters as this will result in errors.
-Custom config files specified with `-c` must only be used for [tuning process resource specifications](https://nf-co.re/docs/usage/configuration#tuning-workflow-resources), other infrastructural tweaks (such as output directories), or module arguments (args).
-:::
+> [!WARNING]
+> Do not use `-c <file>` to specify parameters as this will result in errors.
+> Custom config files specified with `-c` must only be used for [tuning process resource specifications](https://nf-co.re/docs/usage/configuration#tuning-workflow-resources), other infrastructural tweaks (such as output directories), or module arguments (args).
 
 The above pipeline run specified with a params file in yaml format:
 
@@ -431,17 +430,15 @@ Then specify this when running the pipeline with `-r` (one hyphen) - eg. `-r 1.3
 
 This version number will be logged in reports when you run the pipeline, so that you'll know what you used when you look back in the future. For example, at the bottom of the MultiQC reports.
 
-To further assist in reproducbility, you can use share and re-use [parameter files](#running-the-pipeline) to repeat pipeline runs with the same settings without having to write out a command with every single parameter.
+To further assist in reproducibility, you can use share and reuse [parameter files](#running-the-pipeline) to repeat pipeline runs with the same settings without having to write out a command with every single parameter.
 
-:::tip
-If you wish to share such profile (such as upload as supplementary material for academic publications), make sure to NOT include cluster specific paths to files, nor institutional specific profiles.
-:::
+> [!TIP]
+> If you wish to share such profile (such as upload as supplementary material for academic publications), make sure to NOT include cluster specific paths to files, nor institutional specific profiles.
 
 ## Core Nextflow arguments
 
-:::note
-These options are part of Nextflow and use a _single_ hyphen (pipeline parameters use a double-hyphen).
-:::
+> [!NOTE]
+> These options are part of Nextflow and use a _single_ hyphen (pipeline parameters use a double-hyphen)
 
 ### `-profile`
 
@@ -450,9 +447,8 @@ Profiles can give configuration presets for different compute environments.
 
 Several generic profiles are bundled with the pipeline which instruct the pipeline to use software packaged using different methods (Docker, Singularity, Podman, Shifter, Charliecloud, Apptainer, Conda) - see below.
 
-:::info
-We highly recommend the use of Docker or Singularity containers for full pipeline reproducibility, however when this is not possible, Conda is also supported.
-:::
+> [!IMPORTANT]
+> We highly recommend the use of Docker or Singularity containers for full pipeline reproducibility, however when this is not possible, Conda is also supported.
 
 The pipeline also dynamically loads configurations from [https://github.com/nf-core/configs](https://github.com/nf-core/configs) when it runs, making multiple config profiles for various institutional clusters available at run time.
 For more information and to see if your system is available in these configs please see the [nf-core/configs documentation](https://github.com/nf-core/configs#documentation).
@@ -513,9 +509,9 @@ To change the resource requests, please see the [max resources](https://nf-co.re
 
 ### Custom Containers
 
-In some cases you may wish to change which container or conda environment a step of the pipeline uses for a particular tool.
-By default nf-core pipelines use containers and software from the [biocontainers](https://biocontainers.pro/) or [bioconda](https://bioconda.github.io/) projects.
-However in some cases the pipeline specified version maybe out of date.
+In some cases, you may wish to change the container or conda environment used by a pipeline steps for a particular tool.
+By default, nf-core pipelines use containers and software from the [biocontainers](https://biocontainers.pro/) or [bioconda](https://bioconda.github.io/) projects.
+However, in some cases the pipeline specified version maybe out of date.
 
 To use a different container from the default container or conda environment specified in a pipeline, please see the [updating tool versions](https://nf-co.re/docs/usage/configuration#updating-tool-versions) section of the nf-core website.
 
diff --git a/modules.json b/modules.json
index 5281958..f794519 100644
--- a/modules.json
+++ b/modules.json
@@ -26,7 +26,7 @@
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
-                        "git_sha": "1b89f75f1aa2021ec3360d0deccd0f6e97240551",
+                        "git_sha": "51ae5406a030d4da1e49e4dab49756844fdd6c7a",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfschema_plugin": {
diff --git a/nextflow.config b/nextflow.config
index 8edbb7c..8370752 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -57,8 +57,7 @@ params {
     show_hidden                  = false
     version                      = false
     pipelines_testdata_base_path = 'https://raw.githubusercontent.com/nf-core/test-datasets/'
-
-    // Config options
+    trace_report_suffix          = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')// Config options
     config_profile_name        = null
     config_profile_description = null
 
@@ -173,6 +172,13 @@ profiles {
         executor.name           = 'local'
         executor.cpus           = 4
         executor.memory         = 8.GB
+        process {
+            resourceLimits = [
+                memory: 8.GB,
+                cpus  : 4,
+                time  : 1.h
+            ]
+        }
     }
     test      { includeConfig 'conf/test.config'      }
     test_full { includeConfig 'conf/test_full.config' }
@@ -220,30 +226,56 @@ set -C # No clobber - prevent output redirection from overwriting files.
 // Disable process selector warnings by default. Use debug profile to enable warnings.
 nextflow.enable.configProcessNamesValidation = false
 
-def trace_timestamp = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')
 timeline {
     enabled = true
-    file    = "${params.outdir}/pipeline_info/execution_timeline_${trace_timestamp}.html"
+    file    = "${params.outdir}/pipeline_info/execution_timeline_${params.trace_report_suffix}.html"
 }
 report {
     enabled = true
-    file    = "${params.outdir}/pipeline_info/execution_report_${trace_timestamp}.html"
+    file    = "${params.outdir}/pipeline_info/execution_report_${params.trace_report_suffix}.html"
 }
 trace {
     enabled = true
-    file    = "${params.outdir}/pipeline_info/execution_trace_${trace_timestamp}.txt"
+    file    = "${params.outdir}/pipeline_info/execution_trace_${params.trace_report_suffix}.txt"
 }
 dag {
     enabled = true
-    file    = "${params.outdir}/pipeline_info/pipeline_dag_${trace_timestamp}.html"
+    file    = "${params.outdir}/pipeline_info/pipeline_dag_${params.trace_report_suffix}.html"
 }
 
 manifest {
     name            = 'nf-core/rangeland'
-    author          = """Fabian Lehmann, David Frantz, Felix Kummer"""
+    author          = """Fabian Lehmann, David Frantz, Felix Kummer""" // The author field is deprecated from Nextflow version 24.10.0, use contributors instead
+    contributors    = [
+        [
+            name: 'Fabian Lehmann',
+            affiliation: 'Humboldt-Universitaet zu Berlin',
+            email: 'fabian.lehmann@hu-berlin.de',
+            github: 'https://github.com/Lehmann-Fabian',
+            contribution: ['contributor'], // List of contribution types ('author', 'maintainer' or 'contributor')
+            orcid: 'https://orcid.org/0000-0003-0520-0792'
+        ],
+        [
+            name: ' David Frantz',
+            affiliation: 'Trier University',
+            email: 'david.frantz@uni-trier.de',
+            github: 'https://github.com/davidfrantz',
+            contribution: ['contributor'], // List of contribution types ('author', 'maintainer' or 'contributor')
+            orcid: 'https://orcid.org/0000-0002-9292-3931'
+        ],
+        [
+            name: ' Felix Kummer',
+            affiliation: 'Humboldt-Universitaet zu Berlin',
+            email: 'felix.kummer@hu-berlin.de',
+            github: 'https://github.com/Felix-Kummer',
+            contribution: ['author', 'maintainer'], // List of contribution types ('author', 'maintainer' or 'contributor')
+            orcid: ''
+        ],
+    ]
     homePage        = 'https://github.com/nf-core/rangeland'
     description     = """Long-term vegetation trend analysis pipeline for rangeland systems using satellite imagery."""
     mainScript      = 'main.nf'
+    defaultBranch   = 'master'
     nextflowVersion = '!>=24.04.2'
     version         = '1.0.0'
     doi             = ''
@@ -256,9 +288,10 @@ plugins {
 
 validation {
     defaultIgnoreParams = ["genomes"]
+    monochromeLogs = params.monochrome_logs
     help {
         enabled = true
-        command = "nextflow run $manifest.name -profile <docker/singularity/.../institute> --input samplesheet.csv --outdir <OUTDIR>"
+        command = "nextflow run nf-core/rangeland -profile <docker/singularity/.../institute> --input samplesheet.csv --outdir <OUTDIR>"
         fullParameter = "help_full"
         showHiddenParameter = "show_hidden"
         beforeText = """
@@ -268,15 +301,15 @@ validation {
 \033[0;34m  |\\ | |__  __ /  ` /  \\ |__) |__         \033[0;33m}  {\033[0m
 \033[0;34m  | \\| |       \\__, \\__/ |  \\ |___     \033[0;32m\\`-._,-`-,\033[0m
                                         \033[0;32m`._,._,\'\033[0m
-\033[0;35m  ${manifest.name} ${manifest.version}\033[0m
+\033[0;35m  nf-core/rangeland ${manifest.version}\033[0m
 -\033[2m----------------------------------------------------\033[0m-
 """
-        afterText = """${manifest.doi ? "* The pipeline\n" : ""}${manifest.doi.tokenize(",").collect { "  https://doi.org/${it.trim().replace('https://doi.org/','')}"}.join("\n")}${manifest.doi ? "\n" : ""}
+        afterText = """${manifest.doi ? "\n* The pipeline\n" : ""}${manifest.doi.tokenize(",").collect { "    https://doi.org/${it.trim().replace('https://doi.org/','')}"}.join("\n")}${manifest.doi ? "\n" : ""}
 * The nf-core framework
     https://doi.org/10.1038/s41587-020-0439-x
 
 * Software dependencies
-    https://github.com/${manifest.name}/blob/master/CITATIONS.md
+    https://github.com/nf-core/rangeland/blob/master/CITATIONS.md
 """
     }
     summary {
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 13a0303..faceec7 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -346,6 +346,12 @@
                     "description": "Base URL or local path to location of pipeline test dataset files",
                     "default": "https://raw.githubusercontent.com/nf-core/test-datasets/",
                     "hidden": true
+                },
+                "trace_report_suffix": {
+                    "type": "string",
+                    "fa_icon": "far calendar",
+                    "description": "Suffix to add to the trace report filename. Default is the date and time in the format yyyy-MM-dd_HH-mm-ss.",
+                    "hidden": true
                 }
             }
         }
diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
new file mode 100644
index 0000000..19a1c1f
--- /dev/null
+++ b/ro-crate-metadata.json
@@ -0,0 +1,349 @@
+{
+    "@context": [
+        "https://w3id.org/ro/crate/1.1/context",
+        {
+            "GithubService": "https://w3id.org/ro/terms/test#GithubService",
+            "JenkinsService": "https://w3id.org/ro/terms/test#JenkinsService",
+            "PlanemoEngine": "https://w3id.org/ro/terms/test#PlanemoEngine",
+            "TestDefinition": "https://w3id.org/ro/terms/test#TestDefinition",
+            "TestInstance": "https://w3id.org/ro/terms/test#TestInstance",
+            "TestService": "https://w3id.org/ro/terms/test#TestService",
+            "TestSuite": "https://w3id.org/ro/terms/test#TestSuite",
+            "TravisService": "https://w3id.org/ro/terms/test#TravisService",
+            "definition": "https://w3id.org/ro/terms/test#definition",
+            "engineVersion": "https://w3id.org/ro/terms/test#engineVersion",
+            "instance": "https://w3id.org/ro/terms/test#instance",
+            "resource": "https://w3id.org/ro/terms/test#resource",
+            "runsOn": "https://w3id.org/ro/terms/test#runsOn"
+        }
+    ],
+    "@graph": [
+        {
+            "@id": "./",
+            "@type": "Dataset",
+            "creativeWorkStatus": "Stable",
+            "datePublished": "2024-12-20T14:45:52+00:00",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/nf-core-rangeland_logo_dark.png\">\n    <img alt=\"nf-core/rangeland\" src=\"docs/images/nf-core-rangeland_logo_light.png\">\n  </picture>\n</h1>[![GitHub Actions CI Status](https://github.com/nf-core/rangeland/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/rangeland/actions/workflows/ci.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/rangeland/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/rangeland/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/rangeland/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n\n[![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A524.04.2-23aa62.svg)](https://www.nextflow.io/)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/rangeland)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23rangeland-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/rangeland)[![Follow on Twitter](http://img.shields.io/badge/twitter-%40nf__core-1DA1F2?labelColor=000000&logo=twitter)](https://twitter.com/nf_core)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n## Introduction\n\n**nf-core/rangeland** is a geographical best-practice analysis pipeline for remotely sensed imagery.\nThe pipeline processes satellite imagery alongside auxiliary data in multiple steps to arrive at a set of trend files related to land-cover changes. The main pipeline steps are:\n\n1. Read satellite imagery, digital elevation model (dem), endmember definition, water vapor database (wvdb), datacube definition and area of interest definition (aoi)\n2. Generate allow list and analysis mask to determine which pixels from the satellite data can be used\n3. Preprocess data to obtain atmospherically corrected images alongside quality assurance information (aka. level 2 analysis read data)\n4. Merge spatially and temporally overlapping preprocessed data\n5. Classify pixels by applying linear spectral unmixing\n6. Time series analyses to obtain trends in vegetation dynamics to derive level 3 data\n7. Create mosaic and pyramid visualizations of the results\n8. Version reporting with MultiQC ([`MultiQC`](http://multiqc.info/))\n\n<p align=\"center\">\n    <img title=\"nf-core/rangeland diagram\" src=\"docs/images/rangeland_diagram.png\" width=95%>\n</p>\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow.Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\nTo run, satellite imagery, water vapor data, a digital elevation model, endmember definitions, a datacube specification, and a area-of-interest specification are required as input data.\nPlease refer to the [usage documentation](https://nf-co.re/rangeland/usage) for details on the input structure.\n\nNow, you can run the pipeline using:\n\n```bash\nnextflow run nf-core/rangeland \\\n   -profile <docker/singularity/.../institute> \\\n   --input <SATELLITE IMAGES> \\\n   --dem <DIGITAL ELEVATION MODEL> \\\n   --wvdb <WATER VAPOR DATA> \\\n   --data_cube <DATA CUBE> \\\n   --aoi <AREA OF INTEREST> \\\n   --endmember <ENDMEMBER SPECIFICATION> \\\n   --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/rangeland/usage) and the [parameter documentation](https://nf-co.re/rangeland/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/rangeland/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/rangeland/output).\n\n## Credits\n\nThe rangeland workflow was originally written by:\n\n- [Fabian Lehmann](https://github.com/Lehmann-Fabian)\n- [David Frantz](https://github.com/davidfrantz)\n\nThe original workflow can be found on [github](https://github.com/CRC-FONDA/FORCE2NXF-Rangeland).\n\nTransformation to nf-core/rangeland was conducted by [Felix Kummer](https://github.com/Felix-Kummer).\nnf-core alignment started on the [nf-core branch of the original repository](https://github.com/CRC-FONDA/FORCE2NXF-Rangeland/tree/nf-core).\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n- [Fabian Lehmann](https://github.com/Lehmann-Fabian)\n- [Katarzyna Ewa Lewinska](https://github.com/kelewinska).\n\n## Acknowledgements\n\nThis pipeline was developed and aligned with nf-core as part of the [Foundations of Workflows for Large-Scale Scientific Data Analysis (FONDA)](https://fonda.hu-berlin.de/) initiative.\n\n[![FONDA](docs/images/fonda_logo2_cropped.png)](https://fonda.hu-berlin.de/)\n\nFONDA can be cited as follows:\n\n> **The Collaborative Research Center FONDA.**\n>\n> Ulf Leser, Marcus Hilbrich, Claudia Draxl, Peter Eisert, Lars Grunske, Patrick Hostert, Dagmar Kainm\u00fcller, Odej Kao, Birte Kehr, Timo Kehrer, Christoph Koch, Volker Markl, Henning Meyerhenke, Tilmann Rabl, Alexander Reinefeld, Knut Reinert, Kerstin Ritter, Bj\u00f6rn Scheuermann, Florian Schintke, Nicole Schweikardt, Matthias Weidlich.\n>\n> _Datenbank Spektrum_ 2021 doi: [10.1007/s13222-021-00397-5](https://doi.org/10.1007/s13222-021-00397-5)\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#rangeland` channel](https://nfcore.slack.com/channels/rangeland) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\n<!-- TODO nf-core: Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file. -->\n<!-- If you use nf-core/rangeland for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) -->\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n\nThis pipeline is based one the publication listed below.\nThe publication can be cited as follows:\n\n> **FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters**\n>\n> [Lehmann, F., Frantz, D., Becker, S., Leser, U., Hostert, P. (2021). FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters. In CIKM Workshops.](https://www.informatik.hu-berlin.de/de/forschung/gebiete/wbi/research/publications/2021/force_nextflow.pdf/@@download/file/force_nextflow.pdf)\n",
+            "hasPart": [
+                {
+                    "@id": "main.nf"
+                },
+                {
+                    "@id": "assets/"
+                },
+                {
+                    "@id": "bin/"
+                },
+                {
+                    "@id": "conf/"
+                },
+                {
+                    "@id": "docs/"
+                },
+                {
+                    "@id": "docs/images/"
+                },
+                {
+                    "@id": "modules/"
+                },
+                {
+                    "@id": "modules/local/"
+                },
+                {
+                    "@id": "modules/nf-core/"
+                },
+                {
+                    "@id": "workflows/"
+                },
+                {
+                    "@id": "subworkflows/"
+                },
+                {
+                    "@id": "nextflow.config"
+                },
+                {
+                    "@id": "README.md"
+                },
+                {
+                    "@id": "nextflow_schema.json"
+                },
+                {
+                    "@id": "CHANGELOG.md"
+                },
+                {
+                    "@id": "LICENSE"
+                },
+                {
+                    "@id": "CODE_OF_CONDUCT.md"
+                },
+                {
+                    "@id": "CITATIONS.md"
+                },
+                {
+                    "@id": "modules.json"
+                },
+                {
+                    "@id": "docs/usage.md"
+                },
+                {
+                    "@id": "docs/output.md"
+                },
+                {
+                    "@id": ".nf-core.yml"
+                },
+                {
+                    "@id": ".pre-commit-config.yaml"
+                },
+                {
+                    "@id": ".prettierignore"
+                }
+            ],
+            "isBasedOn": "https://github.com/nf-core/rangeland",
+            "license": "MIT",
+            "mainEntity": {
+                "@id": "main.nf"
+            },
+            "mentions": [
+                {
+                    "@id": "#ef20dac5-c495-414e-b454-5262623b063f"
+                }
+            ],
+            "name": "nf-core/rangeland"
+        },
+        {
+            "@id": "ro-crate-metadata.json",
+            "@type": "CreativeWork",
+            "about": {
+                "@id": "./"
+            },
+            "conformsTo": [
+                {
+                    "@id": "https://w3id.org/ro/crate/1.1"
+                },
+                {
+                    "@id": "https://w3id.org/workflowhub/workflow-ro-crate/1.0"
+                }
+            ]
+        },
+        {
+            "@id": "main.nf",
+            "@type": [
+                "File",
+                "SoftwareSourceCode",
+                "ComputationalWorkflow"
+            ],
+            "creator": [
+                {
+                    "@id": "#felix.kummer@hu-berlin.de"
+                }
+            ],
+            "dateCreated": "",
+            "dateModified": "2024-12-20T15:45:52Z",
+            "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
+            "keywords": [
+                "nf-core",
+                "nextflow",
+                "earth-observation",
+                "landsat",
+                "satellite-imagery",
+                "spectral-unmixing",
+                "trend-analysis",
+                "trends"
+            ],
+            "license": [
+                "MIT"
+            ],
+            "maintainer": [
+                {
+                    "@id": "#felix.kummer@hu-berlin.de"
+                }
+            ],
+            "name": [
+                "nf-core/rangeland"
+            ],
+            "programmingLanguage": {
+                "@id": "https://w3id.org/workflowhub/workflow-ro-crate#nextflow"
+            },
+            "sdPublisher": {
+                "@id": "https://nf-co.re/"
+            },
+            "url": [
+                "https://github.com/nf-core/rangeland",
+                "https://nf-co.re/rangeland/1.0.0/"
+            ],
+            "version": [
+                "1.0.0"
+            ]
+        },
+        {
+            "@id": "https://w3id.org/workflowhub/workflow-ro-crate#nextflow",
+            "@type": "ComputerLanguage",
+            "identifier": {
+                "@id": "https://www.nextflow.io/"
+            },
+            "name": "Nextflow",
+            "url": {
+                "@id": "https://www.nextflow.io/"
+            },
+            "version": "!>=24.04.2"
+        },
+        {
+            "@id": "#ef20dac5-c495-414e-b454-5262623b063f",
+            "@type": "TestSuite",
+            "instance": [
+                {
+                    "@id": "#c395eb9b-579d-4fe8-9f81-fcb8eb9226b8"
+                }
+            ],
+            "mainEntity": {
+                "@id": "main.nf"
+            },
+            "name": "Test suite for nf-core/rangeland"
+        },
+        {
+            "@id": "#c395eb9b-579d-4fe8-9f81-fcb8eb9226b8",
+            "@type": "TestInstance",
+            "name": "GitHub Actions workflow for testing nf-core/rangeland",
+            "resource": "repos/nf-core/rangeland/actions/workflows/ci.yml",
+            "runsOn": {
+                "@id": "https://w3id.org/ro/terms/test#GithubService"
+            },
+            "url": "https://api.github.com"
+        },
+        {
+            "@id": "https://w3id.org/ro/terms/test#GithubService",
+            "@type": "TestService",
+            "name": "Github Actions",
+            "url": {
+                "@id": "https://github.com"
+            }
+        },
+        {
+            "@id": "assets/",
+            "@type": "Dataset",
+            "description": "Additional files"
+        },
+        {
+            "@id": "bin/",
+            "@type": "Dataset",
+            "description": "Scripts that must be callable from a pipeline process"
+        },
+        {
+            "@id": "conf/",
+            "@type": "Dataset",
+            "description": "Configuration files"
+        },
+        {
+            "@id": "docs/",
+            "@type": "Dataset",
+            "description": "Markdown files for documenting the pipeline"
+        },
+        {
+            "@id": "docs/images/",
+            "@type": "Dataset",
+            "description": "Images for the documentation files"
+        },
+        {
+            "@id": "modules/",
+            "@type": "Dataset",
+            "description": "Modules used by the pipeline"
+        },
+        {
+            "@id": "modules/local/",
+            "@type": "Dataset",
+            "description": "Pipeline-specific modules"
+        },
+        {
+            "@id": "modules/nf-core/",
+            "@type": "Dataset",
+            "description": "nf-core modules"
+        },
+        {
+            "@id": "workflows/",
+            "@type": "Dataset",
+            "description": "Main pipeline workflows to be executed in main.nf"
+        },
+        {
+            "@id": "subworkflows/",
+            "@type": "Dataset",
+            "description": "Smaller subworkflows"
+        },
+        {
+            "@id": "nextflow.config",
+            "@type": "File",
+            "description": "Main Nextflow configuration file"
+        },
+        {
+            "@id": "README.md",
+            "@type": "File",
+            "description": "Basic pipeline usage information"
+        },
+        {
+            "@id": "nextflow_schema.json",
+            "@type": "File",
+            "description": "JSON schema for pipeline parameter specification"
+        },
+        {
+            "@id": "CHANGELOG.md",
+            "@type": "File",
+            "description": "Information on changes made to the pipeline"
+        },
+        {
+            "@id": "LICENSE",
+            "@type": "File",
+            "description": "The license - should be MIT"
+        },
+        {
+            "@id": "CODE_OF_CONDUCT.md",
+            "@type": "File",
+            "description": "The nf-core code of conduct"
+        },
+        {
+            "@id": "CITATIONS.md",
+            "@type": "File",
+            "description": "Citations needed when using the pipeline"
+        },
+        {
+            "@id": "modules.json",
+            "@type": "File",
+            "description": "Version information for modules from nf-core/modules"
+        },
+        {
+            "@id": "docs/usage.md",
+            "@type": "File",
+            "description": "Usage documentation"
+        },
+        {
+            "@id": "docs/output.md",
+            "@type": "File",
+            "description": "Output documentation"
+        },
+        {
+            "@id": ".nf-core.yml",
+            "@type": "File",
+            "description": "nf-core configuration file, configuring template features and linting rules"
+        },
+        {
+            "@id": ".pre-commit-config.yaml",
+            "@type": "File",
+            "description": "Configuration file for pre-commit hooks"
+        },
+        {
+            "@id": ".prettierignore",
+            "@type": "File",
+            "description": "Ignore file for prettier"
+        },
+        {
+            "@id": "https://nf-co.re/",
+            "@type": "Organization",
+            "name": "nf-core",
+            "url": "https://nf-co.re/"
+        },
+        {
+            "@id": "#felix.kummer@hu-berlin.de",
+            "@type": "Person",
+            "email": "felix.kummer@hu-berlin.de",
+            "name": "Felix Kummer"
+        }
+    ]
+}
\ No newline at end of file
diff --git a/subworkflows/local/utils_nfcore_rangeland_pipeline/main.nf b/subworkflows/local/utils_nfcore_rangeland_pipeline/main.nf
index f7bd710..3994714 100644
--- a/subworkflows/local/utils_nfcore_rangeland_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_rangeland_pipeline/main.nf
@@ -87,6 +87,7 @@ workflow PIPELINE_COMPLETION {
 
     main:
     summary_params = paramsSummaryMap(workflow, parameters_schema: "nextflow_schema.json")
+    def multiqc_reports = multiqc_report.toList()
 
     //
     // Completion email and summary
@@ -100,7 +101,7 @@ workflow PIPELINE_COMPLETION {
                 plaintext_email,
                 outdir,
                 monochrome_logs,
-                multiqc_report.toList()
+                multiqc_reports.getVal(),
             )
         }
 
@@ -163,7 +164,7 @@ def toolBibliographyText() {
 }
 
 def methodsDescriptionText(mqc_methods_yaml) {
-    // Convert  to a named map so can be used as with familar NXF ${workflow} variable syntax in the MultiQC YML file
+    // Convert  to a named map so can be used as with familiar NXF ${workflow} variable syntax in the MultiQC YML file
     def meta = [:]
     meta.workflow = workflow.toMap()
     meta["manifest_map"] = workflow.manifest.toMap()
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
index 4cd3362..bfd2587 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -56,21 +56,6 @@ def checkProfileProvided(nextflow_cli_args) {
     }
 }
 
-//
-// Citation string for pipeline
-//
-def workflowCitation() {
-    def temp_doi_ref = ""
-    def manifest_doi = workflow.manifest.doi.tokenize(",")
-    // Handling multiple DOIs
-    // Removing `https://doi.org/` to handle pipelines using DOIs vs DOI resolvers
-    // Removing ` ` since the manifest.doi is a string and not a proper list
-    manifest_doi.each { doi_ref ->
-        temp_doi_ref += "  https://doi.org/${doi_ref.replace('https://doi.org/', '').replace(' ', '')}\n"
-    }
-    return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" + "* The pipeline\n" + temp_doi_ref + "\n" + "* The nf-core framework\n" + "  https://doi.org/10.1038/s41587-020-0439-x\n\n" + "* Software dependencies\n" + "  https://github.com/${workflow.manifest.name}/blob/master/CITATIONS.md"
-}
-
 //
 // Generate workflow version string
 //
@@ -150,33 +135,6 @@ def paramsSummaryMultiqc(summary_params) {
     return yaml_file_text
 }
 
-//
-// nf-core logo
-//
-def nfCoreLogo(monochrome_logs=true) {
-    def colors = logColours(monochrome_logs) as Map
-    String.format(
-        """\n
-        ${dashedLine(monochrome_logs)}
-                                                ${colors.green},--.${colors.black}/${colors.green},-.${colors.reset}
-        ${colors.blue}        ___     __   __   __   ___     ${colors.green}/,-._.--~\'${colors.reset}
-        ${colors.blue}  |\\ | |__  __ /  ` /  \\ |__) |__         ${colors.yellow}}  {${colors.reset}
-        ${colors.blue}  | \\| |       \\__, \\__/ |  \\ |___     ${colors.green}\\`-._,-`-,${colors.reset}
-                                                ${colors.green}`._,._,\'${colors.reset}
-        ${colors.purple}  ${workflow.manifest.name} ${getWorkflowVersion()}${colors.reset}
-        ${dashedLine(monochrome_logs)}
-        """.stripIndent()
-    )
-}
-
-//
-// Return dashed line
-//
-def dashedLine(monochrome_logs=true) {
-    def colors = logColours(monochrome_logs) as Map
-    return "-${colors.dim}----------------------------------------------------${colors.reset}-"
-}
-
 //
 // ANSII colours used for terminal logging
 //
@@ -245,29 +203,24 @@ def logColours(monochrome_logs=true) {
     return colorcodes
 }
 
-//
-// Attach the multiqc report to email
-//
-def attachMultiqcReport(multiqc_report) {
-    def mqc_report = null
-    try {
-        if (workflow.success) {
-            mqc_report = multiqc_report.getVal()
-            if (mqc_report.getClass() == ArrayList && mqc_report.size() >= 1) {
-                if (mqc_report.size() > 1) {
-                    log.warn("[${workflow.manifest.name}] Found multiple reports from process 'MULTIQC', will use only one")
-                }
-                mqc_report = mqc_report[0]
-            }
+// Return a single report from an object that may be a Path or List
+//
+def getSingleReport(multiqc_reports) {
+    if (multiqc_reports instanceof Path) {
+        return multiqc_reports
+    } else if (multiqc_reports instanceof List) {
+        if (multiqc_reports.size() == 0) {
+            log.warn("[${workflow.manifest.name}] No reports found from process 'MULTIQC'")
+            return null
+        } else if (multiqc_reports.size() == 1) {
+            return multiqc_reports.first()
+        } else {
+            log.warn("[${workflow.manifest.name}] Found multiple reports from process 'MULTIQC', will use only one")
+            return multiqc_reports.first()
         }
+    } else {
+        return null
     }
-    catch (Exception msg) {
-        log.debug(msg)
-        if (multiqc_report) {
-            log.warn("[${workflow.manifest.name}] Could not attach MultiQC report to summary email")
-        }
-    }
-    return mqc_report
 }
 
 //
@@ -321,7 +274,7 @@ def completionEmail(summary_params, email, email_on_fail, plaintext_email, outdi
     email_fields['summary']      = summary << misc_fields
 
     // On success try attach the multiqc report
-    def mqc_report = attachMultiqcReport(multiqc_report)
+    def mqc_report = getSingleReport(multiqc_report)
 
     // Check if we are only sending emails on failure
     def email_address = email
@@ -341,7 +294,7 @@ def completionEmail(summary_params, email, email_on_fail, plaintext_email, outdi
     def email_html    = html_template.toString()
 
     // Render the sendmail template
-    def max_multiqc_email_size = (params.containsKey('max_multiqc_email_size') ? params.max_multiqc_email_size : 0) as nextflow.util.MemoryUnit
+    def max_multiqc_email_size = (params.containsKey('max_multiqc_email_size') ? params.max_multiqc_email_size : 0) as MemoryUnit
     def smail_fields           = [email: email_address, subject: subject, email_txt: email_txt, email_html: email_html, projectDir: "${workflow.projectDir}", mqcFile: mqc_report, mqcMaxSize: max_multiqc_email_size.toBytes()]
     def sf                     = new File("${workflow.projectDir}/assets/sendmail_template.txt")
     def sendmail_template      = engine.createTemplate(sf).make(smail_fields)
@@ -352,7 +305,8 @@ def completionEmail(summary_params, email, email_on_fail, plaintext_email, outdi
     if (email_address) {
         try {
             if (plaintext_email) {
-new org.codehaus.groovy.GroovyException('Send plaintext e-mail, not HTML')            }
+                new org.codehaus.groovy.GroovyException('Send plaintext e-mail, not HTML')
+            }
             // Try to send HTML e-mail using sendmail
             def sendmail_tf = new File(workflow.launchDir.toString(), ".sendmail_tmp.html")
             sendmail_tf.withWriter { w -> w << sendmail_html }
@@ -360,7 +314,7 @@ new org.codehaus.groovy.GroovyException('Send plaintext e-mail, not HTML')
             log.info("-${colors.purple}[${workflow.manifest.name}]${colors.green} Sent summary e-mail to ${email_address} (sendmail)-")
         }
         catch (Exception msg) {
-            log.debug(msg)
+            log.debug(msg.toString())
             log.debug("Trying with mail instead of sendmail")
             // Catch failures and try with plaintext
             def mail_cmd = ['mail', '-s', subject, '--content-type=text/html', email_address]
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test
index 1dc317f..f117040 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test
@@ -41,26 +41,14 @@ nextflow_function {
         }
     }
 
-    test("Test Function workflowCitation") {
-
-        function "workflowCitation"
-
-        then {
-            assertAll(
-                { assert function.success },
-                { assert snapshot(function.result).match() }
-            )
-        }
-    }
-
-    test("Test Function nfCoreLogo") {
+    test("Test Function without logColours") {
 
-        function "nfCoreLogo"
+        function "logColours"
 
         when {
             function {
                 """
-                input[0] = false
+                input[0] = true
                 """
             }
         }
@@ -73,9 +61,8 @@ nextflow_function {
         }
     }
 
-    test("Test Function dashedLine") {
-
-        function "dashedLine"
+    test("Test Function with logColours") {
+        function "logColours"
 
         when {
             function {
@@ -93,14 +80,13 @@ nextflow_function {
         }
     }
 
-    test("Test Function without logColours") {
-
-        function "logColours"
+    test("Test Function getSingleReport with a single file") {
+        function "getSingleReport"
 
         when {
             function {
                 """
-                input[0] = true
+                input[0] = file(params.modules_testdata_base_path + '/generic/tsv/test.tsv', checkIfExists: true)
                 """
             }
         }
@@ -108,18 +94,22 @@ nextflow_function {
         then {
             assertAll(
                 { assert function.success },
-                { assert snapshot(function.result).match() }
+                { assert function.result.contains("test.tsv") }
             )
         }
     }
 
-    test("Test Function with logColours") {
-        function "logColours"
+    test("Test Function getSingleReport with multiple files") {
+        function "getSingleReport"
 
         when {
             function {
                 """
-                input[0] = false
+                input[0] = [
+                    file(params.modules_testdata_base_path + '/generic/tsv/test.tsv', checkIfExists: true),
+                    file(params.modules_testdata_base_path + '/generic/tsv/network.tsv', checkIfExists: true),
+                    file(params.modules_testdata_base_path + '/generic/tsv/expression.tsv', checkIfExists: true)
+                ]
                 """
             }
         }
@@ -127,7 +117,9 @@ nextflow_function {
         then {
             assertAll(
                 { assert function.success },
-                { assert snapshot(function.result).match() }
+                { assert function.result.contains("test.tsv") },
+                { assert !function.result.contains("network.tsv") },
+                { assert !function.result.contains("expression.tsv") }
             )
         }
     }
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
index 1037232..02c6701 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
@@ -17,26 +17,6 @@
         },
         "timestamp": "2024-02-28T12:02:59.729647"
     },
-    "Test Function nfCoreLogo": {
-        "content": [
-            "\n\n-\u001b[2m----------------------------------------------------\u001b[0m-\n                                        \u001b[0;32m,--.\u001b[0;30m/\u001b[0;32m,-.\u001b[0m\n\u001b[0;34m        ___     __   __   __   ___     \u001b[0;32m/,-._.--~'\u001b[0m\n\u001b[0;34m  |\\ | |__  __ /  ` /  \\ |__) |__         \u001b[0;33m}  {\u001b[0m\n\u001b[0;34m  | \\| |       \\__, \\__/ |  \\ |___     \u001b[0;32m\\`-._,-`-,\u001b[0m\n                                        \u001b[0;32m`._,._,'\u001b[0m\n\u001b[0;35m  nextflow_workflow v9.9.9\u001b[0m\n-\u001b[2m----------------------------------------------------\u001b[0m-\n"
-        ],
-        "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.10.1"
-        },
-        "timestamp": "2024-02-28T12:03:10.562934"
-    },
-    "Test Function workflowCitation": {
-        "content": [
-            "If you use nextflow_workflow for your analysis please cite:\n\n* The pipeline\n  https://doi.org/10.5281/zenodo.5070524\n\n* The nf-core framework\n  https://doi.org/10.1038/s41587-020-0439-x\n\n* Software dependencies\n  https://github.com/nextflow_workflow/blob/master/CITATIONS.md"
-        ],
-        "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.10.1"
-        },
-        "timestamp": "2024-02-28T12:03:07.019761"
-    },
     "Test Function without logColours": {
         "content": [
             {
@@ -95,16 +75,6 @@
         },
         "timestamp": "2024-02-28T12:03:17.969323"
     },
-    "Test Function dashedLine": {
-        "content": [
-            "-\u001b[2m----------------------------------------------------\u001b[0m-"
-        ],
-        "meta": {
-            "nf-test": "0.8.4",
-            "nextflow": "23.10.1"
-        },
-        "timestamp": "2024-02-28T12:03:14.366181"
-    },
     "Test Function with logColours": {
         "content": [
             {
diff --git a/tests/default.nf.test.snap b/tests/default.nf.test.snap
index 37008a4..ded1bbb 100644
--- a/tests/default.nf.test.snap
+++ b/tests/default.nf.test.snap
@@ -16,7 +16,7 @@
                 "multiqc/multiqc_data/multiqc_sources.txt",
                 "multiqc/multiqc_report.html",
                 "pipeline_info",
-                "pipeline_info/nf_core_pipeline_software_mqc_versions.yml",
+                "pipeline_info/nf_core_rangeland_software_mqc_versions.yml",
                 "preparation",
                 "preparation/mask",
                 "preparation/mask/X0103_Y0101",
@@ -1186,8 +1186,8 @@
         ],
         "meta": {
             "nf-test": "0.9.1",
-            "nextflow": "24.10.0"
+            "nextflow": "24.10.3"
         },
-        "timestamp": "2024-12-19T17:05:41.380500152"
+        "timestamp": "2024-12-20T16:29:07.149324288"
     }
 }
\ No newline at end of file
diff --git a/tests/tweaked_params.nf.test.snap b/tests/tweaked_params.nf.test.snap
index 0fafcc8..f202739 100644
--- a/tests/tweaked_params.nf.test.snap
+++ b/tests/tweaked_params.nf.test.snap
@@ -61,7 +61,7 @@
                 "multiqc/multiqc_data/multiqc_sources.txt",
                 "multiqc/multiqc_report.html",
                 "pipeline_info",
-                "pipeline_info/nf_core_pipeline_software_mqc_versions.yml",
+                "pipeline_info/nf_core_rangeland_software_mqc_versions.yml",
                 "preparation",
                 "preparation/mask",
                 "preparation/mask/X0103_Y0101",
@@ -895,8 +895,8 @@
         ],
         "meta": {
             "nf-test": "0.9.1",
-            "nextflow": "24.10.0"
+            "nextflow": "24.10.3"
         },
-        "timestamp": "2024-12-19T17:42:56.624607279"
+        "timestamp": "2024-12-20T16:32:22.473690225"
     }
 }
\ No newline at end of file
diff --git a/workflows/rangeland.nf b/workflows/rangeland.nf
index e342e53..93b1b40 100644
--- a/workflows/rangeland.nf
+++ b/workflows/rangeland.nf
@@ -170,7 +170,7 @@ workflow RANGELAND {
     softwareVersionsToYAML(ch_versions)
         .collectFile(
             storeDir: "${params.outdir}/pipeline_info",
-            name: 'nf_core_'  + 'pipeline_software_' +  'mqc_'  + 'versions.yml',
+            name: 'nf_core_'  +  'rangeland_software_'  + 'mqc_'  + 'versions.yml',
             sort: true,
             newLine: true
         ).set { ch_collated_versions }