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mode 100644 topics/ecology/images/QGIS/README.md diff --git a/topics/ecology/images/QGIS/README.md b/topics/ecology/images/QGIS/README.md deleted file mode 100644 index 9daeafb9864cf4..00000000000000 --- a/topics/ecology/images/QGIS/README.md +++ /dev/null @@ -1 +0,0 @@ -test From da226e1f4743a082df498685f6c98f2b497651f1 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Thu, 15 Feb 2024 11:09:35 +0100 Subject: [PATCH 04/52] Create tutorial.md initiate MetaShARK tuto --- topics/ecology/tutorials/tutorial.md | 142 +++++++++++++++++++++++++++ 1 file changed, 142 insertions(+) create mode 100644 topics/ecology/tutorials/tutorial.md diff --git a/topics/ecology/tutorials/tutorial.md b/topics/ecology/tutorials/tutorial.md new file mode 100644 index 00000000000000..146febc90d32dd --- /dev/null +++ b/topics/ecology/tutorials/tutorial.md @@ -0,0 +1,142 @@ +--- +layout: tutorial_hands_on + +title: Creating metadata using Ecological Metadata Language (EML) standard + with EML Assembly Line functionalities +zenodo_link: https://10.5281/zenodo.10663464 +questions: +- How to generate detailled metadata easily from biodiversity datasets ? +- How to use international metadata standard? +- How to update metadata informations ? +objectives: +- Explain the necessity of using such tools when producing ecological metadata +- Learn how to use the interactive tool MetaShARK +- Understand the challenges MetaShARK is trying to respond to +- Learn how to create rich metadata using Ecological Metadata Language (EML) standard +- Learn how to update EML metadata +time_estimation: 30M +key_points: +- This tool aims to improve FAIR quality of metadata focusing on user exeprience and automatic inferences +- Creating metadata as FAIR as possible is a must +- Be carefull of the format and standard of metadata used only EML metadata will work +tags: + - Metadata + - EML + - Ecology + - Biodiversity + - FAIR + - Data Paper +contributions: + authorship: + - yvanlebras + editing: + - yvanlebras + - hexylena + funding: + - fnso2019 + - pndb + +--- + + + +This tutorial aims to teach how to use the interactive tool MetaShARK, available on Galaxy Ecology, +to produce Data Papers drafts and FAIR quality assessment reports from metadata using EML +standard. +This tutorial purpose is also to explain why it is needed to improve the overall FAIR quality +of metadata and how this tool responds to this necessity. + +> What does FAIR mean? +> [FAIR](https://www.go-fair.org/fair-principles/) stand for **Findable, Accessible, Interoperable, Reusable**. +> +>![FAIR Data Principles](./Images/FAIR_data_principles.jpg){:width="500"} +>These principles were to improve the access and usabiliy of data by the machine and to help making data reusable and shareable for users. +>Metadata is the data used to describe and explain all the context behind the production of data. It is necessary to produce a rich and FAIR metadata in order +>to permit external users to understand and reuse data for their own studies. +{: .comment} +> +> +> In this tutorial, we will cover: +> +> 1. TOC +> {:toc} +> +{: .agenda} + + +# How can this tool improve the metadata quality? + +The purpose of this tool is to help the user improve their metadata quality in order to increase its value to the scientific community and to help highlighting +the work of all the producers of the data. +To respond to this objective, this tool aims to give an easy access to a quality assessment report of EML metadata which could guide the producers of +data/metadata to the production of a metadata with high degree of FAIRness. +The other objective of this tool is to highlight the work of all of the people that helped in producing this data by giving the access of a draft of Data Paper +that is reuseable either in a non editable HTML file, that can represent the metadata in a more ergonomic way facilitating its understanding and shareability, +or in an editable docx file. Having an editable Data Paper draft will allow the producer to complete/modify the draft of Data Paper so that it could become +publishable as a real Data Paper giving recognition to all the people that helped producing the data. + +> What is a Data Paper? +> According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), +>A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. +>Data papers provide recognition for this effort by means of a scholarly article. +{: .comment} +# Get data + +> Data Upload +> +> 1. Create a new history for this tutorial +> 2.Import this metadata file from [Zenodo]({{ page.zenodo_link }}) to test it +> -> Training Data for "Creating Quality FAIR assessment reports and draft of Data Papers from EML metadata with MetaShRIMPS"): +> ``` +> https://zenodo.org/record/8130567/files/Kakila_database_marine_mammal.xml +> ``` +> +> {% snippet faqs/galaxy/datasets_import_via_link.md %} +{: .hands_on} + + +# Upload Data in MetaShRIMPS + +When oppening MetaShRIMPS, you will have an interface looking like this : + +![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} + +To upload data on MetaShRIMPS, if you was selecting the xml file as input of the tool, it is already launched, if not, you have to click on the browse button and select in your local folders, the file +you want to use. +> Select the right format +> The file uploaded in this tool must be a metadata in XML format using EML metadata standard. +{: .warning} + +![Interface when file is selected](./Images/upload_1.png){:width="500"} + +After uploading the file, or if you have indicate it as input data if the tool, you just have to click on **Execute** to launch the tool with the file. + +# Outputs + +After clicking the **Execute** button, 2 new tabs called "Draft of Data Paper" and "Fair Assessment" will appear. +You can access all of the tool outputs by clicking on each tab (it can take a little time for your results to be displayed). + +## Draft of Data Paper + +By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. +You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements. + +You can at the top of the page download the draft in either an HTML format or an editable docx format. +![Download in HTML](./Images/Download_HTML.png""Download in HTML") +![Download in docx](./Images/Download_docx.png "Download in docx") + +## Fair Quality Assessment report + +By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. +You will have access to different figures such as a table displaying the results of all checks tested for your metadata. +![Table of results](./Images/Fairscore_tab.png "Example of the table displaying the results of the Quality Checks") + +You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, +Acessible, Interoperable, Reusable) on a 100 point scale. + +![FAIR scores](./Images/Fairscore_bar.png "Example of a FAIR score") + +# Conclusion + +Here is the end of this short tutorial aiming in explaining the purpose of MetaShRIMPS and how to use it. +Don't hesitate to contact us if you have any questions :) From f9a6fde830d3b36b0116a85e90e442b8f9b5fc8d Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Thu, 15 Feb 2024 11:33:27 +0100 Subject: [PATCH 05/52] Delete topics/ecology/tutorials/tutorial.md --- topics/ecology/tutorials/tutorial.md | 142 --------------------------- 1 file changed, 142 deletions(-) delete mode 100644 topics/ecology/tutorials/tutorial.md diff --git a/topics/ecology/tutorials/tutorial.md b/topics/ecology/tutorials/tutorial.md deleted file mode 100644 index 146febc90d32dd..00000000000000 --- a/topics/ecology/tutorials/tutorial.md +++ /dev/null @@ -1,142 +0,0 @@ ---- -layout: tutorial_hands_on - -title: Creating metadata using Ecological Metadata Language (EML) standard - with EML Assembly Line functionalities -zenodo_link: https://10.5281/zenodo.10663464 -questions: -- How to generate detailled metadata easily from biodiversity datasets ? -- How to use international metadata standard? -- How to update metadata informations ? -objectives: -- Explain the necessity of using such tools when producing ecological metadata -- Learn how to use the interactive tool MetaShARK -- Understand the challenges MetaShARK is trying to respond to -- Learn how to create rich metadata using Ecological Metadata Language (EML) standard -- Learn how to update EML metadata -time_estimation: 30M -key_points: -- This tool aims to improve FAIR quality of metadata focusing on user exeprience and automatic inferences -- Creating metadata as FAIR as possible is a must -- Be carefull of the format and standard of metadata used only EML metadata will work -tags: - - Metadata - - EML - - Ecology - - Biodiversity - - FAIR - - Data Paper -contributions: - authorship: - - yvanlebras - editing: - - yvanlebras - - hexylena - funding: - - fnso2019 - - pndb - ---- - - - -This tutorial aims to teach how to use the interactive tool MetaShARK, available on Galaxy Ecology, -to produce Data Papers drafts and FAIR quality assessment reports from metadata using EML -standard. -This tutorial purpose is also to explain why it is needed to improve the overall FAIR quality -of metadata and how this tool responds to this necessity. - -> What does FAIR mean? -> [FAIR](https://www.go-fair.org/fair-principles/) stand for **Findable, Accessible, Interoperable, Reusable**. -> ->![FAIR Data Principles](./Images/FAIR_data_principles.jpg){:width="500"} ->These principles were to improve the access and usabiliy of data by the machine and to help making data reusable and shareable for users. ->Metadata is the data used to describe and explain all the context behind the production of data. It is necessary to produce a rich and FAIR metadata in order ->to permit external users to understand and reuse data for their own studies. -{: .comment} -> -> -> In this tutorial, we will cover: -> -> 1. TOC -> {:toc} -> -{: .agenda} - - -# How can this tool improve the metadata quality? - -The purpose of this tool is to help the user improve their metadata quality in order to increase its value to the scientific community and to help highlighting -the work of all the producers of the data. -To respond to this objective, this tool aims to give an easy access to a quality assessment report of EML metadata which could guide the producers of -data/metadata to the production of a metadata with high degree of FAIRness. -The other objective of this tool is to highlight the work of all of the people that helped in producing this data by giving the access of a draft of Data Paper -that is reuseable either in a non editable HTML file, that can represent the metadata in a more ergonomic way facilitating its understanding and shareability, -or in an editable docx file. Having an editable Data Paper draft will allow the producer to complete/modify the draft of Data Paper so that it could become -publishable as a real Data Paper giving recognition to all the people that helped producing the data. - -> What is a Data Paper? -> According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), ->A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. ->Data papers provide recognition for this effort by means of a scholarly article. -{: .comment} -# Get data - -> Data Upload -> -> 1. Create a new history for this tutorial -> 2.Import this metadata file from [Zenodo]({{ page.zenodo_link }}) to test it -> -> Training Data for "Creating Quality FAIR assessment reports and draft of Data Papers from EML metadata with MetaShRIMPS"): -> ``` -> https://zenodo.org/record/8130567/files/Kakila_database_marine_mammal.xml -> ``` -> -> {% snippet faqs/galaxy/datasets_import_via_link.md %} -{: .hands_on} - - -# Upload Data in MetaShRIMPS - -When oppening MetaShRIMPS, you will have an interface looking like this : - -![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} - -To upload data on MetaShRIMPS, if you was selecting the xml file as input of the tool, it is already launched, if not, you have to click on the browse button and select in your local folders, the file -you want to use. -> Select the right format -> The file uploaded in this tool must be a metadata in XML format using EML metadata standard. -{: .warning} - -![Interface when file is selected](./Images/upload_1.png){:width="500"} - -After uploading the file, or if you have indicate it as input data if the tool, you just have to click on **Execute** to launch the tool with the file. - -# Outputs - -After clicking the **Execute** button, 2 new tabs called "Draft of Data Paper" and "Fair Assessment" will appear. -You can access all of the tool outputs by clicking on each tab (it can take a little time for your results to be displayed). - -## Draft of Data Paper - -By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. -You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements. - -You can at the top of the page download the draft in either an HTML format or an editable docx format. -![Download in HTML](./Images/Download_HTML.png""Download in HTML") -![Download in docx](./Images/Download_docx.png "Download in docx") - -## Fair Quality Assessment report - -By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. -You will have access to different figures such as a table displaying the results of all checks tested for your metadata. -![Table of results](./Images/Fairscore_tab.png "Example of the table displaying the results of the Quality Checks") - -You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, -Acessible, Interoperable, Reusable) on a 100 point scale. - -![FAIR scores](./Images/Fairscore_bar.png "Example of a FAIR score") - -# Conclusion - -Here is the end of this short tutorial aiming in explaining the purpose of MetaShRIMPS and how to use it. -Don't hesitate to contact us if you have any questions :) From 29473bd0518e75e3dacd9fa4fd13791191e8e163 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Thu, 15 Feb 2024 11:34:18 +0100 Subject: [PATCH 06/52] Create tutorial.md --- .../tutorials/MetaShARK_tutorial/tutorial.md | 142 ++++++++++++++++++ 1 file changed, 142 insertions(+) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md new file mode 100644 index 00000000000000..146febc90d32dd --- /dev/null +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -0,0 +1,142 @@ +--- +layout: tutorial_hands_on + +title: Creating metadata using Ecological Metadata Language (EML) standard + with EML Assembly Line functionalities +zenodo_link: https://10.5281/zenodo.10663464 +questions: +- How to generate detailled metadata easily from biodiversity datasets ? +- How to use international metadata standard? +- How to update metadata informations ? +objectives: +- Explain the necessity of using such tools when producing ecological metadata +- Learn how to use the interactive tool MetaShARK +- Understand the challenges MetaShARK is trying to respond to +- Learn how to create rich metadata using Ecological Metadata Language (EML) standard +- Learn how to update EML metadata +time_estimation: 30M +key_points: +- This tool aims to improve FAIR quality of metadata focusing on user exeprience and automatic inferences +- Creating metadata as FAIR as possible is a must +- Be carefull of the format and standard of metadata used only EML metadata will work +tags: + - Metadata + - EML + - Ecology + - Biodiversity + - FAIR + - Data Paper +contributions: + authorship: + - yvanlebras + editing: + - yvanlebras + - hexylena + funding: + - fnso2019 + - pndb + +--- + + + +This tutorial aims to teach how to use the interactive tool MetaShARK, available on Galaxy Ecology, +to produce Data Papers drafts and FAIR quality assessment reports from metadata using EML +standard. +This tutorial purpose is also to explain why it is needed to improve the overall FAIR quality +of metadata and how this tool responds to this necessity. + +> What does FAIR mean? +> [FAIR](https://www.go-fair.org/fair-principles/) stand for **Findable, Accessible, Interoperable, Reusable**. +> +>![FAIR Data Principles](./Images/FAIR_data_principles.jpg){:width="500"} +>These principles were to improve the access and usabiliy of data by the machine and to help making data reusable and shareable for users. +>Metadata is the data used to describe and explain all the context behind the production of data. It is necessary to produce a rich and FAIR metadata in order +>to permit external users to understand and reuse data for their own studies. +{: .comment} +> +> +> In this tutorial, we will cover: +> +> 1. TOC +> {:toc} +> +{: .agenda} + + +# How can this tool improve the metadata quality? + +The purpose of this tool is to help the user improve their metadata quality in order to increase its value to the scientific community and to help highlighting +the work of all the producers of the data. +To respond to this objective, this tool aims to give an easy access to a quality assessment report of EML metadata which could guide the producers of +data/metadata to the production of a metadata with high degree of FAIRness. +The other objective of this tool is to highlight the work of all of the people that helped in producing this data by giving the access of a draft of Data Paper +that is reuseable either in a non editable HTML file, that can represent the metadata in a more ergonomic way facilitating its understanding and shareability, +or in an editable docx file. Having an editable Data Paper draft will allow the producer to complete/modify the draft of Data Paper so that it could become +publishable as a real Data Paper giving recognition to all the people that helped producing the data. + +> What is a Data Paper? +> According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), +>A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. +>Data papers provide recognition for this effort by means of a scholarly article. +{: .comment} +# Get data + +> Data Upload +> +> 1. Create a new history for this tutorial +> 2.Import this metadata file from [Zenodo]({{ page.zenodo_link }}) to test it +> -> Training Data for "Creating Quality FAIR assessment reports and draft of Data Papers from EML metadata with MetaShRIMPS"): +> ``` +> https://zenodo.org/record/8130567/files/Kakila_database_marine_mammal.xml +> ``` +> +> {% snippet faqs/galaxy/datasets_import_via_link.md %} +{: .hands_on} + + +# Upload Data in MetaShRIMPS + +When oppening MetaShRIMPS, you will have an interface looking like this : + +![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} + +To upload data on MetaShRIMPS, if you was selecting the xml file as input of the tool, it is already launched, if not, you have to click on the browse button and select in your local folders, the file +you want to use. +> Select the right format +> The file uploaded in this tool must be a metadata in XML format using EML metadata standard. +{: .warning} + +![Interface when file is selected](./Images/upload_1.png){:width="500"} + +After uploading the file, or if you have indicate it as input data if the tool, you just have to click on **Execute** to launch the tool with the file. + +# Outputs + +After clicking the **Execute** button, 2 new tabs called "Draft of Data Paper" and "Fair Assessment" will appear. +You can access all of the tool outputs by clicking on each tab (it can take a little time for your results to be displayed). + +## Draft of Data Paper + +By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. +You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements. + +You can at the top of the page download the draft in either an HTML format or an editable docx format. +![Download in HTML](./Images/Download_HTML.png""Download in HTML") +![Download in docx](./Images/Download_docx.png "Download in docx") + +## Fair Quality Assessment report + +By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. +You will have access to different figures such as a table displaying the results of all checks tested for your metadata. +![Table of results](./Images/Fairscore_tab.png "Example of the table displaying the results of the Quality Checks") + +You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, +Acessible, Interoperable, Reusable) on a 100 point scale. + +![FAIR scores](./Images/Fairscore_bar.png "Example of a FAIR score") + +# Conclusion + +Here is the end of this short tutorial aiming in explaining the purpose of MetaShRIMPS and how to use it. +Don't hesitate to contact us if you have any questions :) From 39892d4ad741923c9e8f6d087f11e257ebf3b093 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Thu, 15 Feb 2024 18:34:32 +0100 Subject: [PATCH 07/52] Update tutorial.md --- .../tutorials/MetaShARK_tutorial/tutorial.md | 46 ++++++++++--------- 1 file changed, 25 insertions(+), 21 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 146febc90d32dd..22de030c309a6d 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -3,7 +3,7 @@ layout: tutorial_hands_on title: Creating metadata using Ecological Metadata Language (EML) standard with EML Assembly Line functionalities -zenodo_link: https://10.5281/zenodo.10663464 +zenodo_link: https://zenodo.org/records/10663465 questions: - How to generate detailled metadata easily from biodiversity datasets ? - How to use international metadata standard? @@ -40,11 +40,8 @@ contributions: -This tutorial aims to teach how to use the interactive tool MetaShARK, available on Galaxy Ecology, -to produce Data Papers drafts and FAIR quality assessment reports from metadata using EML -standard. -This tutorial purpose is also to explain why it is needed to improve the overall FAIR quality -of metadata and how this tool responds to this necessity. +This tutorial aims to teach how to use functionalities of the EML Assembly Line R package to produce rich metadata using the Ecological Metadata Language (EML) international metadata standard. Here, we will notably propose a concrete example on how to use Galaxy Ecology tools to create, evaluate and modify EML metadata content using both EML Assemby Line metadata template tabular files, easily readable and editable by humans, and XML file, devoted to machine. + > What does FAIR mean? > [FAIR](https://www.go-fair.org/fair-principles/) stand for **Findable, Accessible, Interoperable, Reusable**. @@ -64,38 +61,45 @@ of metadata and how this tool responds to this necessity. {: .agenda} -# How can this tool improve the metadata quality? +# How can EML Assembly Line functionalities help producing rich metadata easily? + +A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. + +Another major issue regarding metadata fill in, is the fact that one need to take a lot of time to write, and often rewrite, metadata elements who can be already filled using automatic inferences or use of webservices. Here again, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate automatically information related to data attributes, geographic coverage, taxonomic coverage, using the content of provided datafiles. + +Finally, through the MetaShARK R Shiny app created by the french biodiversity data hub research infrastructure (Pôle national de données de Biodiversité (PNDB)), user can use a graphical user interface to apply the EML Assembly Line workflow and benefit from some additionnal functionnalities as: +- The capacity to associate terminological resources terms coming from Bioportal ontologies to data attributes as keywords using CEDAR API, +- Automatic fill in of personal information using ORCID API, +- Automatic production of a data paper draft. -The purpose of this tool is to help the user improve their metadata quality in order to increase its value to the scientific community and to help highlighting -the work of all the producers of the data. -To respond to this objective, this tool aims to give an easy access to a quality assessment report of EML metadata which could guide the producers of -data/metadata to the production of a metadata with high degree of FAIRness. -The other objective of this tool is to highlight the work of all of the people that helped in producing this data by giving the access of a draft of Data Paper -that is reuseable either in a non editable HTML file, that can represent the metadata in a more ergonomic way facilitating its understanding and shareability, -or in an editable docx file. Having an editable Data Paper draft will allow the producer to complete/modify the draft of Data Paper so that it could become -publishable as a real Data Paper giving recognition to all the people that helped producing the data. > What is a Data Paper? > According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), >A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. >Data papers provide recognition for this effort by means of a scholarly article. {: .comment} + # Get data > Data Upload > -> 1. Create a new history for this tutorial -> 2.Import this metadata file from [Zenodo]({{ page.zenodo_link }}) to test it -> -> Training Data for "Creating Quality FAIR assessment reports and draft of Data Papers from EML metadata with MetaShRIMPS"): +> 1. Create a new history for this tutorial. You can name it "EML assembly Line tutorial" for example +> 2. Download all files on your local computer from Zenodo: https://zenodo.org/api/records/10663465/files-archive . It is neccessary as for now, MetaShARK is deployed from Galaxy but without ahving a possibility to directly populate MetaShARK app with datafiles from Galaxy. You will thus then have to upload manually data files from your local computer to MetaShARK. +> 3. Unzip the donwloaded archive so you can access each file independently +> 4. Import tsv, netcdf and geotiff data files directly from [Zenodo]({{ page.zenodo_link }}) so it can be used on some steps of the tutorial. +> -> Training Data for "Creating metadata using Ecological Metadata Language (EML) standard with EML Assembly Line functionalities" Galaxy tutorial: > ``` -> https://zenodo.org/record/8130567/files/Kakila_database_marine_mammal.xml +> https://zenodo.org/records/10663465/files/datafile_1.tsv +> https://zenodo.org/records/10663465/files/datafile_2.tsv +> https://zenodo.org/records/10663465/files/LakeGeneva_phytoplankton_1974-2004.nc +> https://zenodo.org/records/10663465/files/Present.Surface.pH.tif > ``` -> +> 5. Import shapefile related files into Galaxy using the Galaxy upload tool, then on the "composite" tab, specifying "shp" composite type, then uploading .dbf, .shp and .shx files on the dedicated spaces. > {% snippet faqs/galaxy/datasets_import_via_link.md %} {: .hands_on} -# Upload Data in MetaShRIMPS +# MetaShARK When oppening MetaShRIMPS, you will have an interface looking like this : From ae673847cba26f1143d63895949762e70085b450 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 15:44:41 +0100 Subject: [PATCH 08/52] Update tutorial.md first steps --- .../tutorials/MetaShARK_tutorial/tutorial.md | 38 ++++++++++++++++--- 1 file changed, 33 insertions(+), 5 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 22de030c309a6d..4f9b6abd86488b 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -84,7 +84,7 @@ Finally, through the MetaShARK R Shiny app created by the french biodiversity da > Data Upload > > 1. Create a new history for this tutorial. You can name it "EML assembly Line tutorial" for example -> 2. Download all files on your local computer from Zenodo: https://zenodo.org/api/records/10663465/files-archive . It is neccessary as for now, MetaShARK is deployed from Galaxy but without ahving a possibility to directly populate MetaShARK app with datafiles from Galaxy. You will thus then have to upload manually data files from your local computer to MetaShARK. +> 2. Download all files on your local computer from Zenodo: https://zenodo.org/api/records/10663465/files-archive. It is neccessary as for now, MetaShARK is deployed from Galaxy but without having a possibility to directly populate MetaShARK app with datafiles from Galaxy. You will thus then have to upload manually data files from your local computer to MetaShARK. > 3. Unzip the donwloaded archive so you can access each file independently > 4. Import tsv, netcdf and geotiff data files directly from [Zenodo]({{ page.zenodo_link }}) so it can be used on some steps of the tutorial. > -> Training Data for "Creating metadata using Ecological Metadata Language (EML) standard with EML Assembly Line functionalities" Galaxy tutorial: @@ -94,18 +94,46 @@ Finally, through the MetaShARK R Shiny app created by the french biodiversity da > https://zenodo.org/records/10663465/files/LakeGeneva_phytoplankton_1974-2004.nc > https://zenodo.org/records/10663465/files/Present.Surface.pH.tif > ``` -> 5. Import shapefile related files into Galaxy using the Galaxy upload tool, then on the "composite" tab, specifying "shp" composite type, then uploading .dbf, .shp and .shx files on the dedicated spaces. > {% snippet faqs/galaxy/datasets_import_via_link.md %} +> ![Upload datafiles from URLs](./Images/0_Upload_datafiles.png){:width="500"} +> 6. Import shapefile related files into Galaxy using the Galaxy upload tool, then on the "composite" tab, specifying "shp" composite type, then uploading .dbf, .shp and .shx files on the dedicated spaces. +> ![Upload datafiles from URLs](./Images/1_upload_shapefile.png){:width="500"} {: .hands_on} # MetaShARK -When oppening MetaShRIMPS, you will have an interface looking like this : +To deploy a MetaShARK app, you can go to the Galaxy tool [MetaShARK](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashark) and click "Execute". Then, you have to wait the launch of the app, and when ready to be used, you will see the message "There is an InteractiveTool result view available," with an hyperlink on the "Open" statement allowing you to reach the app clicking on it. -![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} +WARNING! Note that it is a beta version of MetaShARK R shiny app. You can thus encounter issues using it! -To upload data on MetaShRIMPS, if you was selecting the xml file as input of the tool, it is already launched, if not, you have to click on the browse button and select in your local folders, the file +When oppening MetaShARK, you will have an interface looking like this : + +![Interface of MetaShARK](./Images/2_MetaShARK.png){:width="500"} + +To sstart creating metadata, you need to reach the "Fill in EML" module, then specify or complete the automatic "Data package name" and mention the "Dataset title". Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". + +![Create a data package](./Images/3_MetaShARK_create.png){:width="500"} + +Then you can upload datafiles. Here, you can import these files from the downloaded Zenodo archive: +- datafile_1.tsv +- datafile_2.tsv +- LakeGeneva_phytoplankton_1974-2004.nc +- Present.Surface.pH.tif +- 02_Ref.shp +- 02_Ref.shx +- 02_Ref.dbf + +![Upload data files](./Images/4_MetaShARK_upload.png){:width="500"} + +MetaShARK will normally guess that the three `02_Ref` files are representing a uniq shapefile. MetaShARK will normally guess each data type and infer list of attributes for each file but the geotiff `Present.Surface.pH.tif` one. So now you need to select this datafile and upload the `attributes_Present.Surface.pH.txt` metadata template file so MetaShARK can fill attributes of this file (here the attribute is named "Present.Surface.pH"). + +![Upload a metadata template for geotiff attributes](./Images/5_MetaShARK_geotiffattributes.png){:width="500"} + +Then you can provide a description for this attribute, for example "Present surface pH", then look at each attribute information of each data file so you can click on the "Next" button and go to the next step! + + +create upload data on MetaShARK, if you was selecting the xml file as input of the tool, it is already launched, if not, you have to click on the browse button and select in your local folders, the file you want to use. > Select the right format > The file uploaded in this tool must be a metadata in XML format using EML metadata standard. From fe3081ead0f0513b19eab05cccd4181aa4bd6bb3 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 15:59:30 +0100 Subject: [PATCH 09/52] Update tutorial.md second pass --- .../tutorials/MetaShARK_tutorial/tutorial.md | 32 +++++++++++++------ 1 file changed, 23 insertions(+), 9 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 4f9b6abd86488b..cc213576665f89 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -1,4 +1,4 @@ ---- +![image](https://github.com/yvanlebras/training-material/assets/7910679/7cce3839-a31d-4d6b-9d8c-f06547c11cbb)--- layout: tutorial_hands_on title: Creating metadata using Ecological Metadata Language (EML) standard @@ -130,18 +130,32 @@ MetaShARK will normally guess that the three `02_Ref` files are representing a u ![Upload a metadata template for geotiff attributes](./Images/5_MetaShARK_geotiffattributes.png){:width="500"} -Then you can provide a description for this attribute, for example "Present surface pH", then look at each attribute information of each data file so you can click on the "Next" button and go to the next step! +Then you can provide a description for this attribute, for example "Present surface pH", then look at each attribute information of each data file so you can click on the "Next" button and go to the next step, to give informations on categorical variables! + +![Upload a metadata template for geotiff attributes](./Images/6_MetaShARK_catvars.png){:width="500"} + +Clicking "Next" button will then allow you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shepfile is in Point, both are in `GCS_WGS_1984`spatial reference. + + +![Upload a metadata template for geotiff attributes](./Images/7_MetaShARK_spatialinfo.png){:width="500"} + + +![Upload a metadata template for geotiff attributes](./Images/8_MetaShARK_geocov.png){:width="500"} + + +![Upload a metadata template for geotiff attributes](./Images/9_MetaShARK_taxcov.png){:width="500"} + + +![Upload a metadata template for geotiff attributes](./Images/10_MetaShARK_personal.png){:width="500"} + +11_MetaShARK_abstract.png -create upload data on MetaShARK, if you was selecting the xml file as input of the tool, it is already launched, if not, you have to click on the browse button and select in your local folders, the file -you want to use. -> Select the right format -> The file uploaded in this tool must be a metadata in XML format using EML metadata standard. -{: .warning} +12_MetaShARK_methods.png -![Interface when file is selected](./Images/upload_1.png){:width="500"} +13_MetaShARK_keywords.png -After uploading the file, or if you have indicate it as input data if the tool, you just have to click on **Execute** to launch the tool with the file. +14_MetaShARK_makeeml.png # Outputs From 0c2f030193daf9f6e9edb8ccf03e806724b89ca5 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 16:00:31 +0100 Subject: [PATCH 10/52] Update tutorial.md rr --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index cc213576665f89..b6ec46ccd5fb87 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -1,4 +1,4 @@ -![image](https://github.com/yvanlebras/training-material/assets/7910679/7cce3839-a31d-4d6b-9d8c-f06547c11cbb)--- + layout: tutorial_hands_on title: Creating metadata using Ecological Metadata Language (EML) standard From eccae35d44238b0b1382bf9ced1d4de78264c967 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 16:01:14 +0100 Subject: [PATCH 11/52] Create readme.md --- topics/ecology/tutorials/MetaShARK_tutorial/Images/readme.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/readme.md diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/Images/readme.md b/topics/ecology/tutorials/MetaShARK_tutorial/Images/readme.md new file mode 100644 index 00000000000000..0ad7138c196132 --- /dev/null +++ b/topics/ecology/tutorials/MetaShARK_tutorial/Images/readme.md @@ -0,0 +1 @@ +cecc From 0232a41065ae7eb7295ae8a48a52758eb7bfb8bf Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 16:17:35 +0100 Subject: [PATCH 12/52] Add files via upload --- .../Images/0_Upload_datafiles.png | Bin 0 -> 215812 bytes .../Images/10_MetaShARK_personal.png | Bin 0 -> 98170 bytes .../Images/11_MetaShARK_abstract.png | Bin 0 -> 111404 bytes .../Images/12_MetaShARK_methods.png | Bin 0 -> 138750 bytes .../Images/13_MetaShARK_keywords.png | Bin 0 -> 122058 bytes .../Images/14_MetaShARK_makeeml.png | Bin 0 -> 121470 bytes .../Images/1_upload_shapefile.png | Bin 0 -> 123863 bytes .../MetaShARK_tutorial/Images/2_MetaShARK.png | Bin 0 -> 181943 bytes .../Images/3_MetaShARK_create.png | Bin 0 -> 83109 bytes .../Images/4_MetaShARK_upload.png | Bin 0 -> 113913 bytes .../Images/5_MetaShARK_geotiffattributes.png | Bin 0 -> 151902 bytes .../Images/6_MetaShARK_catvars.png | Bin 0 -> 91982 bytes .../Images/7_MetaShARK_spatialinfo.png | Bin 0 -> 79687 bytes .../Images/8_MetaShARK_geocov.png | Bin 0 -> 114891 bytes .../Images/9_MetaShARK_taxcov.png | Bin 0 -> 117070 bytes 15 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/0_Upload_datafiles.png create 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z$oM<~d!fO}>Au@+)0eMw1_+H#bw{ebkwf}7Yr$EfOE*{*^;$$7H?7$bOFy;U*7WHA zBNgu7i~5h(QC`BJ|E{L-|K3Tp3XRh-t@Wuw{R89Kxc81#WhU|(`Qe6wN=xKY-H)H( zV`};+qovWu)LlHvoXJzo;@y9<7-^2@t+?5{e14tvYBEL6bRqHN_co8zhF08hd&!QkzUfDZbBeMQ_S}LIig3e)e z-4M#yh~bk5IL6OU&oJvhD2Z~#WmWPTg{zU*c@ZsPH33tCdM4PR&(AYtj6$U}Bs}Tz zjoCK;cZ|16`v|MGW`L?k&JY0EP!d&lFveT9E6jEmX3*H#(UNFaLW?)@EVEfx()Bkg z!!PS41fW9u+g8K(B%2PL@qsF=*lcf3c&$6WJcG{e3{cu4t&R;$ND8SgVaG;Bae=i; zXjg(z<4PH@`Kchh$X!{MQOd3kz`txX!Sz$6!TLu~p}>$T;~#{LZ5{-a_DRICPcsuc z8e3nDc*trpGG1)R8=$w#OWleC?rDF!QbkKPXkdLaBnH(3wk~F#0j~a8i5 zojs1e%!;X(}I*``I0dI(n+|G@1ZfF-c*8F078P0&>T=c)xl~`R5p9_xU z@aYDfvlcWC;LIk|`)NF{_C{v7le@B{rh$NQ&Z>OYxRuf}4y^VvCTzU6US;^1p;b9j zj;K@`GaZ#8$%727Tp(Wc;u4+286QIgiX8l6-XtQBnaFLd2{*Xmi!)N$d!i&^u8vuW z&l=gQw~ottd-@wIu9ymr<)9!y!8I@;lzy0FhrGXD5zqFHlI(XyWqD;t9LM*GckvA` zg8rONQSV|3%(%cHcPi%PYh2?1(#$M7 z>*ebZFMcumyV>7c^0$;APg?zbamJsF`CBO Date: Fri, 16 Feb 2024 16:19:08 +0100 Subject: [PATCH 13/52] Update tutorial.md rebase header error --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index b6ec46ccd5fb87..aa509e6b070be1 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -1,4 +1,5 @@ +--- layout: tutorial_hands_on title: Creating metadata using Ecological Metadata Language (EML) standard @@ -61,6 +62,7 @@ This tutorial aims to teach how to use functionalities of the EML Assembly Line {: .agenda} + # How can EML Assembly Line functionalities help producing rich metadata easily? A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. From 2eab872c403667548efa75929a07514f57f73ae7 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 16:19:40 +0100 Subject: [PATCH 14/52] Update tutorial.md --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index aa509e6b070be1..e55ecdf846b112 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -1,4 +1,3 @@ - --- layout: tutorial_hands_on @@ -63,6 +62,7 @@ This tutorial aims to teach how to use functionalities of the EML Assembly Line + # How can EML Assembly Line functionalities help producing rich metadata easily? A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. From 23f3df917644f27e4eaed4ad917b7841b982c938 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 16:21:57 +0100 Subject: [PATCH 15/52] Update tutorial.md --- .../tutorials/MetaShARK_tutorial/tutorial.md | 33 +++---------------- 1 file changed, 5 insertions(+), 28 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index e55ecdf846b112..463aa02a39b722 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -151,40 +151,17 @@ Clicking "Next" button will then allow you to fill spatial informations about al ![Upload a metadata template for geotiff attributes](./Images/10_MetaShARK_personal.png){:width="500"} -11_MetaShARK_abstract.png +![Upload a metadata template for geotiff attributes](./Images/11_MetaShARK_abstract.png){:width="500"} -12_MetaShARK_methods.png +![Upload a metadata template for geotiff attributes](./Images/12_MetaShARK_methods.png){:width="500"} -13_MetaShARK_keywords.png +![Upload a metadata template for geotiff attributes](./Images/13_MetaShARK_keywords.png){:width="500"} -14_MetaShARK_makeeml.png +![Upload a metadata template for geotiff attributes](./Images/14_MetaShARK_makeeml.png){:width="500"} -# Outputs -After clicking the **Execute** button, 2 new tabs called "Draft of Data Paper" and "Fair Assessment" will appear. -You can access all of the tool outputs by clicking on each tab (it can take a little time for your results to be displayed). - -## Draft of Data Paper - -By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. -You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements. - -You can at the top of the page download the draft in either an HTML format or an editable docx format. -![Download in HTML](./Images/Download_HTML.png""Download in HTML") -![Download in docx](./Images/Download_docx.png "Download in docx") - -## Fair Quality Assessment report - -By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. -You will have access to different figures such as a table displaying the results of all checks tested for your metadata. -![Table of results](./Images/Fairscore_tab.png "Example of the table displaying the results of the Quality Checks") - -You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, -Acessible, Interoperable, Reusable) on a 100 point scale. - -![FAIR scores](./Images/Fairscore_bar.png "Example of a FAIR score") # Conclusion -Here is the end of this short tutorial aiming in explaining the purpose of MetaShRIMPS and how to use it. +Here is the end of this short tutorial aiming in explaining the purpose of MetaShARK and how to use it. Don't hesitate to contact us if you have any questions :) From 0ce0be6428dbe6f7578741b5f430aec2169e95fa Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 21:51:28 +0100 Subject: [PATCH 16/52] Update tutorial.md add geographic coverage info --- .../ecology/tutorials/MetaShARK_tutorial/tutorial.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 463aa02a39b722..709fd39d92a75d 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -113,7 +113,7 @@ When oppening MetaShARK, you will have an interface looking like this : ![Interface of MetaShARK](./Images/2_MetaShARK.png){:width="500"} -To sstart creating metadata, you need to reach the "Fill in EML" module, then specify or complete the automatic "Data package name" and mention the "Dataset title". Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". +To start creating metadata, you need to reach the "Fill in EML" module, then specify or complete the automatic "Data package name" and mention the "Dataset title". Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". ![Create a data package](./Images/3_MetaShARK_create.png){:width="500"} @@ -134,13 +134,13 @@ MetaShARK will normally guess that the three `02_Ref` files are representing a u Then you can provide a description for this attribute, for example "Present surface pH", then look at each attribute information of each data file so you can click on the "Next" button and go to the next step, to give informations on categorical variables! -![Upload a metadata template for geotiff attributes](./Images/6_MetaShARK_catvars.png){:width="500"} +![Look at categorical variables](./Images/6_MetaShARK_catvars.png){:width="500"} -Clicking "Next" button will then allow you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shepfile is in Point, both are in `GCS_WGS_1984`spatial reference. +Clicking "Next" button will then allows you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shepfile is in Point, both are in `GCS_WGS_1984`spatial reference. +![Specify spatial informations for GIS datafiles](./Images/7_MetaShARK_spatialinfo.png){:width="500"} -![Upload a metadata template for geotiff attributes](./Images/7_MetaShARK_spatialinfo.png){:width="500"} - +Next step is devoted to specifying geographic coverage. You can use a method between "columns" or "custom". "Custom" allows you to create one to several geographical sites using a map widget where you can draw limits of each site or enter directly latitude and longitude coordinates. "Columns" method, used here, allows you to specify an attribute conataining site names then associated latitude and longitudes attributes. ![Upload a metadata template for geotiff attributes](./Images/8_MetaShARK_geocov.png){:width="500"} From 305ecfb609a80d538b29ad7092f3152f53141e4b Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 21:59:03 +0100 Subject: [PATCH 17/52] Update tutorial.md add taxonomic coverage --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 709fd39d92a75d..fd2afc9403657f 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -140,12 +140,13 @@ Clicking "Next" button will then allows you to fill spatial informations about a ![Specify spatial informations for GIS datafiles](./Images/7_MetaShARK_spatialinfo.png){:width="500"} -Next step is devoted to specifying geographic coverage. You can use a method between "columns" or "custom". "Custom" allows you to create one to several geographical sites using a map widget where you can draw limits of each site or enter directly latitude and longitude coordinates. "Columns" method, used here, allows you to specify an attribute conataining site names then associated latitude and longitudes attributes. +Next step is devoted to specifying geographic coverage. You can use a method between "columns" or "custom". "Custom" allows you to create one to several geographical sites using a map widget where you can draw limits of each site or enter directly latitude and longitude coordinates. "Columns" method, used here, allows you to specify an attribute containing site names then associated latitude and longitudes attributes. -![Upload a metadata template for geotiff attributes](./Images/8_MetaShARK_geocov.png){:width="500"} +![Specify geographic coverage](./Images/8_MetaShARK_geocov.png){:width="500"} +Now geographic coverage is set, one can specific taxonomic coverage. To do so, you can select a data attribute conatining taxonomic information then select kind of notation you want to have and finally on which taxonomic authority (or authorities) information will be compared. Note that this can take a while if you have a lot of taxons and time is duplicated for each selected additional authority. -![Upload a metadata template for geotiff attributes](./Images/9_MetaShARK_taxcov.png){:width="500"} +![Specify taxonomic coverage](./Images/9_MetaShARK_taxcov.png){:width="500"} ![Upload a metadata template for geotiff attributes](./Images/10_MetaShARK_personal.png){:width="500"} From e0eb3d1d0a1833bf94ec70c4c9936c8b52e2f43c Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 22:07:20 +0100 Subject: [PATCH 18/52] Update tutorial.md add personal informations --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index fd2afc9403657f..c21e98ccdffe14 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -148,8 +148,9 @@ Now geographic coverage is set, one can specific taxonomic coverage. To do so, y ![Specify taxonomic coverage](./Images/9_MetaShARK_taxcov.png){:width="500"} +Now we can fill personal informations. To do so, the easiest way is to provide ORCID identifiers for each individual person involved as creator, contact and/or PI. Depending on the information filled in ORCID by each individual and on the level of accessibility of each, all field can be automatically filled. If "PI" is selected, you can specify a project name, funder name and related funding number. -![Upload a metadata template for geotiff attributes](./Images/10_MetaShARK_personal.png){:width="500"} +![Fill personal informations](./Images/10_MetaShARK_personal.png){:width="500"} ![Upload a metadata template for geotiff attributes](./Images/11_MetaShARK_abstract.png){:width="500"} From fc796e7d1fb8157dffad20074b1c9ef119d5be7e Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 22:14:18 +0100 Subject: [PATCH 19/52] Update tutorial.md add methods elements --- .../ecology/tutorials/MetaShARK_tutorial/tutorial.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index c21e98ccdffe14..1e64ed5930f79a 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -152,10 +152,17 @@ Now we can fill personal informations. To do so, the easiest way is to provide O ![Fill personal informations](./Images/10_MetaShARK_personal.png){:width="500"} +Then you can add final elements as: + +- An abstract (writing directly on the dedicated field or uploading a text file containing the abstract) + +![Upload abstract.txt file](./Images/11_MetaShARK_abstract.png){:width="500"} + +- Methods (writing directly on the dedicated field or uploading a text file, can be in markdown, containing details of the methods used to create data files) + +![Upload methods.md file](./Images/12_MetaShARK_methods.png){:width="500"} -![Upload a metadata template for geotiff attributes](./Images/11_MetaShARK_abstract.png){:width="500"} -![Upload a metadata template for geotiff attributes](./Images/12_MetaShARK_methods.png){:width="500"} ![Upload a metadata template for geotiff attributes](./Images/13_MetaShARK_keywords.png){:width="500"} From 2fdb8def357e1ce05759fb33368fa92927860e36 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 22:19:06 +0100 Subject: [PATCH 20/52] Update tutorial.md add keywords --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 1e64ed5930f79a..8bbd49218a3d52 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -162,9 +162,9 @@ Then you can add final elements as: ![Upload methods.md file](./Images/12_MetaShARK_methods.png){:width="500"} +- Keywords, who can be linked to keyword thesaurus. This allows you to create "group" of keywords and/or refer to existing terms classifications as we can find in terminological resources such as ontologies or thesaurus. - -![Upload a metadata template for geotiff attributes](./Images/13_MetaShARK_keywords.png){:width="500"} +![Add "Biodiversity" keyword](./Images/13_MetaShARK_keywords.png){:width="500"} ![Upload a metadata template for geotiff attributes](./Images/14_MetaShARK_makeeml.png){:width="500"} From 00494b9f6bb8b20d6e690335f75174ba5af1557e Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 22:23:49 +0100 Subject: [PATCH 21/52] Update tutorial.md add make EML --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 8bbd49218a3d52..73dd0babab1903 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -166,7 +166,9 @@ Then you can add final elements as: ![Add "Biodiversity" keyword](./Images/13_MetaShARK_keywords.png){:width="500"} -![Upload a metadata template for geotiff attributes](./Images/14_MetaShARK_makeeml.png){:width="500"} +Finally, you can specify a temporal coverage and go to the last step of this MetaShARK workflow: Generat an EML metadata file! If everything is ok, you will have creation of an EML metadata file. + +![Make EML](./Images/14_MetaShARK_makeeml.png){:width="500"} From 66402a5871524b0df54022371a349f0a504eabf0 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 22:52:24 +0100 Subject: [PATCH 22/52] Update tutorial.md add data package download and unzip --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 73dd0babab1903..587334c62579d6 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -170,7 +170,7 @@ Finally, you can specify a temporal coverage and go to the last step of this Met ![Make EML](./Images/14_MetaShARK_makeeml.png){:width="500"} - +Once EML written, you can download the data package through the button "Download Data Package". This will allow you to download a zip archive you can unzip on your local computer. Resulting files are organized through 2 main folders. A main folder with data_objects (all datafiles you uploaded into MetaShARK), eml (EML metadata file written in XML format), and metadata_templates (all metadata files written in text format, column separated by tabulations). A second one called "emldown" where a draft of data paper written in html format can be access. # Conclusion From 9865f705b115a1832ca9154097cdffae638d3f41 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 23:11:49 +0100 Subject: [PATCH 23/52] Update tutorial.md add MetaShRIMPS step --- .../tutorials/MetaShARK_tutorial/tutorial.md | 33 ++++++++++++++++++- 1 file changed, 32 insertions(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 587334c62579d6..aff76fcbfbf581 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -170,7 +170,38 @@ Finally, you can specify a temporal coverage and go to the last step of this Met ![Make EML](./Images/14_MetaShARK_makeeml.png){:width="500"} -Once EML written, you can download the data package through the button "Download Data Package". This will allow you to download a zip archive you can unzip on your local computer. Resulting files are organized through 2 main folders. A main folder with data_objects (all datafiles you uploaded into MetaShARK), eml (EML metadata file written in XML format), and metadata_templates (all metadata files written in text format, column separated by tabulations). A second one called "emldown" where a draft of data paper written in html format can be access. +Once EML written, you can download the data package through the button "Download Data Package". This will allow you to download a zip archive you can unzip on your local computer. Resulting files are organized through 2 main folders. A main folder with data_objects (all datafiles you uploaded into MetaShARK), eml (EML metadata file written in XML format), and metadata_templates (all metadata files written in text format, column separated by tabulations). A second one called "emldown" where a draft of data paper written in html format can be accessed. + +# MetaShRIMPS + +To evaluate and modify metadata elements you have created, you can upload the EML xml file on the Galaxy history you created and all MetaShARK metadata templates files. + +Open the [MetaShRIMPS interactive tool form](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashrimps) and select the EML xml file you just generate with MetaShARK. you will have an interface looking like this : + +![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} + +Click on the **Execute** Button, 2 new tabs called "Draft of Data Paper" and "Fair Assessment" will appear. +You can access all of the tool outputs by clicking on each tab (it can take a little time for your results to be displayed). + +## Draft of Data Paper + +By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. +You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements. + +You can at the top of the page download the draft in either an HTML format or an editable docx format. +![Download in HTML](./Images/Download_HTML.png""Download in HTML") +![Download in docx](./Images/Download_docx.png "Download in docx") + +## Fair Quality Assessment report + +By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. +You will have access to different figures such as a table displaying the results of all checks tested for your metadata. +![Table of results](./Images/Fairscore_tab.png "Example of the table displaying the results of the Quality Checks") + +You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, +Acessible, Interoperable, Reusable) on a 100 point scale. + +![FAIR scores](./Images/Fairscore_bar.png "Example of a FAIR score") # Conclusion From f426c7f02ca0c90acd1461401d6894023e36ab42 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 23:32:17 +0100 Subject: [PATCH 24/52] Update tutorial.md add MetaShRIMPS info --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index aff76fcbfbf581..5ada3d644efdb9 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -176,7 +176,9 @@ Once EML written, you can download the data package through the button "Download To evaluate and modify metadata elements you have created, you can upload the EML xml file on the Galaxy history you created and all MetaShARK metadata templates files. -Open the [MetaShRIMPS interactive tool form](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashrimps) and select the EML xml file you just generate with MetaShARK. you will have an interface looking like this : +![Interface of MetaShRIMPS](./Images/15_MetaShRIMPS.png){:width="500"} + +Open the [MetaShRIMPS interactive tool form](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashrimps) and select the EML xml file you just generate with MetaShARK. Clicking on Execute will launch the MetaShRIMPS R Shiny app, the message `There is an InteractiveTool result view available, waiting for view to become active... ` is displayed until the app will be ready to use. After some time, the message `There is an InteractiveTool result view available` confirm the app is deployed and you can access it clicking on **Open**. You will then have an interface looking like this : ![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} @@ -196,12 +198,12 @@ You can at the top of the page download the draft in either an HTML format or an By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. You will have access to different figures such as a table displaying the results of all checks tested for your metadata. -![Table of results](./Images/Fairscore_tab.png "Example of the table displaying the results of the Quality Checks") +![Table of results](./Images/Fairscore_tab2.png "Example of the table displaying the results of the Quality Checks") You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, Acessible, Interoperable, Reusable) on a 100 point scale. -![FAIR scores](./Images/Fairscore_bar.png "Example of a FAIR score") +![FAIR scores](./Images/Fairscore_tab.png "Overall FAIR score") # Conclusion From 5c27e98efdef6296f338a80f0d9601f97219f0b4 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Fri, 16 Feb 2024 23:34:09 +0100 Subject: [PATCH 25/52] Add MetaShRIMPS files --- .../Images/15_MetaShRIMPS.png | Bin 0 -> 208800 bytes .../Images/Download_HTML.png | Bin 0 -> 119998 bytes .../Images/Download_docx.png | Bin 0 -> 69430 bytes .../Images/Fairscore_tab.png | Bin 0 -> 50052 bytes .../Images/Fairscore_tab2.png | Bin 0 -> 95750 bytes 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/15_MetaShRIMPS.png create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/Download_HTML.png create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/Download_docx.png create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/Fairscore_tab.png create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/Images/Fairscore_tab2.png diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/Images/15_MetaShRIMPS.png b/topics/ecology/tutorials/MetaShARK_tutorial/Images/15_MetaShRIMPS.png new file mode 100644 index 0000000000000000000000000000000000000000..4d1c4c6b29111bcd98210a0595f5988eeaa6e520 GIT binary patch literal 208800 zcmeFZ2Ut`6mM#t=pi~QpO0$C?prU{vAR?k7O;ChTMT$TG1rj7A5fD%jP*D*>M*-=* z1rmyY(vg~k5Q<0*MIZ?YN$!q*bM84a=RbGOIWzOWcb@Y+`-{&Pb_jd_)_Q;M`>wV2 zQ!^7oVS)VuTwGkjSFc>U!NtXow_k)lJV> zkBh4~R&djamvfHq6>C2(u02ON|8ZZvab%f`i~aHHB|XbP`voQyB|elyWhTpZrz~%t z{Hi+1=(s)oe)YNQ!u{7Lx`*GofEomDi9AX4o6AHU>-&Df?BYf4?FU26xVR5pJ&^w8 zz=N*pw3pK>Ozm=o1-qLJB5}U-<$1qY+|YW>hf(zHI*)-IeED2o?i_nPiJyMEn(z7h z2l{x?{V;ud8P$b|k)ezVFH6~GhfNq-(r+HF{&)iO@nYX`}yg2_M^|ZJJi_C`Ve``G;o&;6Q))qsq zbT@1)MnCe~!MkqAIm(}gwyha3_4Hh>+2{o7XX`4=NL>h-|NgW~THIgCd<=6Wm11e; 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topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 5ada3d644efdb9..80cf9c2bdf9b92 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -113,7 +113,7 @@ When oppening MetaShARK, you will have an interface looking like this : ![Interface of MetaShARK](./Images/2_MetaShARK.png){:width="500"} -To start creating metadata, you need to reach the "Fill in EML" module, then specify or complete the automatic "Data package name" and mention the "Dataset title". Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". +To start creating metadata, you need to reach the **Fill in EML** module, then specify or complete the automatic `Data package name` and mention the `Dataset title`. Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". ![Create a data package](./Images/3_MetaShARK_create.png){:width="500"} @@ -172,6 +172,8 @@ Finally, you can specify a temporal coverage and go to the last step of this Met Once EML written, you can download the data package through the button "Download Data Package". This will allow you to download a zip archive you can unzip on your local computer. Resulting files are organized through 2 main folders. A main folder with data_objects (all datafiles you uploaded into MetaShARK), eml (EML metadata file written in XML format), and metadata_templates (all metadata files written in text format, column separated by tabulations). A second one called "emldown" where a draft of data paper written in html format can be accessed. +WARNING! At this final stage, MetaShARK can freeze and show like a "front grey filter". If this is the case, you can refresh MetaShARK app pressing F5 button of your keyboard for example. To dowload the resutling data package, you can go to the "Fill In" module, select the data package you created and click on "Download.zip". + # MetaShRIMPS To evaluate and modify metadata elements you have created, you can upload the EML xml file on the Galaxy history you created and all MetaShARK metadata templates files. From d2a0f74d0e1883f2d74704eff8ae5a37022362f0 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 17 Feb 2024 00:41:58 +0100 Subject: [PATCH 27/52] Update tutorial.md add annotations --- .../tutorials/MetaShARK_tutorial/tutorial.md | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 80cf9c2bdf9b92..db683ce4793740 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -207,6 +207,23 @@ Acessible, Interoperable, Reusable) on a 100 point scale. ![FAIR scores](./Images/Fairscore_tab.png "Overall FAIR score") +> +> How you can ameliorate your FAIR score? +> > +> > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. The first FAILURE +> > status line is related to missing annotations. This is something we can fix coming back to MetaShARK app. +> > If you close MetaShARK navigator window, you can reopen it clicking on Menu > User > Active InteractiveTools. +> > You can here click on "metashark visualization" hyperlink. You can then go on the Fill In module, select +> > the data package you created and click **Load**. You then need to click **Previous** so you can add annotations +> > on keywords. To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. +> > To create a CEDAR account, you can register here http://cedar.metadatacenter.org/. API key format is similar +> > to `api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63`. You then can click on the + button +> > on the keyword space to **Add keyword with dataset annotation**. +> {: .solution} +> +{: .question} + + # Conclusion Here is the end of this short tutorial aiming in explaining the purpose of MetaShARK and how to use it. From 08a9cc79d589a8a1160c63138d38407cfa5d44dd Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 17 Feb 2024 08:37:12 +0100 Subject: [PATCH 28/52] Update tutorial.md restructure --- .../tutorials/MetaShARK_tutorial/tutorial.md | 25 ++++++++++++------- 1 file changed, 16 insertions(+), 9 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index db683ce4793740..1bf779f465dbae 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -166,6 +166,11 @@ Then you can add final elements as: ![Add "Biodiversity" keyword](./Images/13_MetaShARK_keywords.png){:width="500"} +Note that here you can add semantic annotations! To do so, you need to reach the MetaShARK parameters (upper right icon) +then enter your CEDAR token. To create a CEDAR account, you can register here http://cedar.metadatacenter.org/. API key +format to enter is something like: `api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63`. You then can +use the `+` button on the keyword space to **Add keyword with dataset annotation**. + Finally, you can specify a temporal coverage and go to the last step of this MetaShARK workflow: Generat an EML metadata file! If everything is ok, you will have creation of an EML metadata file. ![Make EML](./Images/14_MetaShARK_makeeml.png){:width="500"} @@ -174,6 +179,15 @@ Once EML written, you can download the data package through the button "Download WARNING! At this final stage, MetaShARK can freeze and show like a "front grey filter". If this is the case, you can refresh MetaShARK app pressing F5 button of your keyboard for example. To dowload the resutling data package, you can go to the "Fill In" module, select the data package you created and click on "Download.zip". + +> Returning on your MetaShARK instance +> If you close MetaShARK navigator window, you can reopen it clicking on Menu > User > Active InteractiveTools. +> You can here click on "metashark visualization" hyperlink. You can then go on the Fill In module, select +> the data package you created and click **Load**. +> +{: .tip} + + # MetaShRIMPS To evaluate and modify metadata elements you have created, you can upload the EML xml file on the Galaxy history you created and all MetaShARK metadata templates files. @@ -210,15 +224,8 @@ Acessible, Interoperable, Reusable) on a 100 point scale. > > How you can ameliorate your FAIR score? > > -> > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. The first FAILURE -> > status line is related to missing annotations. This is something we can fix coming back to MetaShARK app. -> > If you close MetaShARK navigator window, you can reopen it clicking on Menu > User > Active InteractiveTools. -> > You can here click on "metashark visualization" hyperlink. You can then go on the Fill In module, select -> > the data package you created and click **Load**. You then need to click **Previous** so you can add annotations -> > on keywords. To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. -> > To create a CEDAR account, you can register here http://cedar.metadatacenter.org/. API key format is similar -> > to `api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63`. You then can click on the + button -> > on the keyword space to **Add keyword with dataset annotation**. +> > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. One FAILURE +> > status line is related to a missing type for keyword `Biodiversity`. > {: .solution} > {: .question} From 25f20fdaa8f0946fe0e97ab463934578c23b8931 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 17 Feb 2024 14:50:07 +0100 Subject: [PATCH 29/52] Create tutorial.bib --- .../tutorials/MetaShARK_tutorial/tutorial.bib | 42 +++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/tutorial.bib diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.bib b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.bib new file mode 100644 index 00000000000000..9206b0b6e4cae4 --- /dev/null +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.bib @@ -0,0 +1,42 @@ + +# This is the bibliography file for your tutorial. +# +# To add bibliography (bibtex) entries here, follow these steps: +# 1) Find the DOI for the article you want to cite +# 2) Go to https://doi2bib.org and fill in the DOI +# 3) Copy the resulting bibtex entry into this file +# +# To cite the example below, in your tutorial.md file +# use {% cite Batut2018 %} +# +# If you want to cite an online resourse (website etc) +# you can use the 'online' format (see below) +# +# You can remove the examples below + +@article{Batut2018, + doi = {10.1016/j.cels.2018.05.012}, + url = {https://doi.org/10.1016/j.cels.2018.05.012}, + year = {2018}, + month = jun, + publisher = {Elsevier {BV}}, + volume = {6}, + number = {6}, + pages = {752--758.e1}, + author = {B{\'{e}}r{\'{e}}nice Batut and Saskia Hiltemann and Andrea Bagnacani and Dannon Baker and Vivek Bhardwaj and + Clemens Blank and Anthony Bretaudeau and Loraine Brillet-Gu{\'{e}}guen and Martin {\v{C}}ech and John Chilton + and Dave Clements and Olivia Doppelt-Azeroual and Anika Erxleben and Mallory Ann Freeberg and Simon Gladman and + Youri Hoogstrate and Hans-Rudolf Hotz and Torsten Houwaart and Pratik Jagtap and Delphine Larivi{\`{e}}re and + Gildas Le Corguill{\'{e}} and Thomas Manke and Fabien Mareuil and Fidel Ram{\'{i}}rez and Devon Ryan and + Florian Christoph Sigloch and Nicola Soranzo and Joachim Wolff and Pavankumar Videm and Markus Wolfien and + Aisanjiang Wubuli and Dilmurat Yusuf and James Taylor and Rolf Backofen and Anton Nekrutenko and Bj\"{o}rn Gr\"{u}ning}, + title = {Community-Driven Data Analysis Training for Biology}, + journal = {Cell Systems} +} + +@online{gtn-website, + author = {GTN community}, + title = {GTN Training Materials: Collection of tutorials developed and maintained by the worldwide Galaxy community}, + url = {https://training.galaxyproject.org}, + urldate = {2021-03-24} +} From 3c4792f60393f2f91332c5274cf79eb13b279c4b Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 17 Feb 2024 14:54:50 +0100 Subject: [PATCH 30/52] Create data-library.yaml --- .../tutorials/MetaShARK_tutorial/data-library.yaml | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml b/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml new file mode 100644 index 00000000000000..888c64a685c87d --- /dev/null +++ b/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml @@ -0,0 +1,14 @@ +--- +destination: + type: library + name: GTN - Material + description: Galaxy Training Network Material + synopsis: Galaxy Training Network Material. See https://training.galaxyproject.org +items: +- name: New topic + description: Topic summary + items: + - name: Creating Quality FAIR assessment reports and draft of Data Papers from EML + metadata with MetaShRIMPS + items: [] + From 1edbcad5d335a7a7ddbba5f8ab618f04f11a8887 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 17 Feb 2024 14:57:27 +0100 Subject: [PATCH 31/52] Update data-library.yaml --- topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml b/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml index 888c64a685c87d..55e8b25cb7ae71 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml +++ b/topics/ecology/tutorials/MetaShARK_tutorial/data-library.yaml @@ -8,7 +8,6 @@ items: - name: New topic description: Topic summary items: - - name: Creating Quality FAIR assessment reports and draft of Data Papers from EML - metadata with MetaShRIMPS + - name: Creating metadata using Ecological Metadata Language (EML) standard with EML Assembly Line functionalities items: [] From 758c8f14db7e72c65a8f93c88b3c7ede10c4f029 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 17 Feb 2024 14:59:41 +0100 Subject: [PATCH 32/52] Create index.md --- topics/ecology/tutorials/MetaShARK_tutorial/workflows/index.md | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 topics/ecology/tutorials/MetaShARK_tutorial/workflows/index.md diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/workflows/index.md b/topics/ecology/tutorials/MetaShARK_tutorial/workflows/index.md new file mode 100644 index 00000000000000..e092e0ae66ddd4 --- /dev/null +++ b/topics/ecology/tutorials/MetaShARK_tutorial/workflows/index.md @@ -0,0 +1,3 @@ +--- +layout: workflow-list +--- From da62073c1793ec97f0b7323408bdf59a53c12744 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 19 Feb 2024 10:34:53 +0100 Subject: [PATCH 33/52] Update tutorial.md --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 1bf779f465dbae..801762f7921018 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -224,8 +224,9 @@ Acessible, Interoperable, Reusable) on a 100 point scale. > > How you can ameliorate your FAIR score? > > -> > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. One FAILURE -> > status line is related to a missing type for keyword `Biodiversity`. +> > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. Two WARNING +> > status lines are related to an abstract content too short and an attribute definition too small. +> > ![Warning status lines](./Images/WARNING.png "Overall FAIR score") > {: .solution} > {: .question} From c9b5c9c3629572ca9b2dc2a846333be4120f5f64 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 19 Feb 2024 10:44:14 +0100 Subject: [PATCH 34/52] Update tutorial.md --- .../tutorials/MetaShARK_tutorial/tutorial.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 801762f7921018..fd3ea4b2d5d0cd 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -231,6 +231,21 @@ Acessible, Interoperable, Reusable) on a 100 point scale. > {: .question} +> Update metadata content to elevate FAIR score +> +> 1. Search "abstract" and "attributes_Present.Surface.pH.txt" metadarta files on your history +> +> 2. Modify each file using the Galaxy included text editor +> +> To do so, you can go on the "visualize" functionnality of each datafile, clicking on the name of the dataset on your history then on the "visualize" button at the bottom of the dataset description. you can then select "Editor / Manually edit text" to update the content and generate a new version of the dataset. +> +> 3. Rename each datafile as original names ("abstract" and "attributes_Present.Surface.pH.txt"), you can add a "modified" tag / label so you can better remember in the future the modification state. +> +> 4. Recreate a data collection with all metadata template files, taking the new "abstract" and "attributes_Present.Surface.pH.txt" files instead of old ones. +> +> 5. You can recreate an EML metadata file with makeeml EAL tool and then redeploy a metashrimps tool on the new EML. +> + # Conclusion From 8779f80d08f3714a6c633997667c8cfbf99cadbd Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 24 Feb 2024 23:25:13 +0100 Subject: [PATCH 35/52] Update tutorial.md fix typo shepfile shapefile --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index fd3ea4b2d5d0cd..c3f7fcc749b3b8 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -136,7 +136,7 @@ Then you can provide a description for this attribute, for example "Present surf ![Look at categorical variables](./Images/6_MetaShARK_catvars.png){:width="500"} -Clicking "Next" button will then allows you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shepfile is in Point, both are in `GCS_WGS_1984`spatial reference. +Clicking "Next" button will then allows you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shapefile is in Point, both are in `GCS_WGS_1984`spatial reference. ![Specify spatial informations for GIS datafiles](./Images/7_MetaShARK_spatialinfo.png){:width="500"} From 9d4875950a46958755fa0c1808f75a3cc8cac4ce Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 24 Feb 2024 23:38:54 +0100 Subject: [PATCH 36/52] Update tutorial.md Add details about semantic annotations --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index c3f7fcc749b3b8..150c2063e45305 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -166,10 +166,14 @@ Then you can add final elements as: ![Add "Biodiversity" keyword](./Images/13_MetaShARK_keywords.png){:width="500"} -Note that here you can add semantic annotations! To do so, you need to reach the MetaShARK parameters (upper right icon) +Note that here you can add [semantic annotations](https://eml.ecoinformatics.org/semantic-annotation-primer)! To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. To create a CEDAR account, you can register here http://cedar.metadatacenter.org/. API key format to enter is something like: `api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63`. You then can -use the `+` button on the keyword space to **Add keyword with dataset annotation**. +use the `+` button on the keyword space to **Add keyword with dataset annotation**. You will have to choose a "predicate", from IAO ontology, then an "object" from ontologies coming from Bioportal to add information concerning a "subject", the ‘thing’ being annotated, here, regarding keyword, "dataset", but you can also apply the same to datafiles "attributes". + +![CEDAR semantic annotation module add predicate from IAO ontology](./Images/17_MetaShARK_annotations_predicate.png){:width="500"} + +![CEDAR semantic annotation module add object](./Images/18_MetaShARK_annotations_object.png){:width="500"} Finally, you can specify a temporal coverage and go to the last step of this MetaShARK workflow: Generat an EML metadata file! If everything is ok, you will have creation of an EML metadata file. 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MRp&~+3jE%G0p;HN`2YX_ literal 0 HcmV?d00001 From ed6d622cd27ebf1ee11c15dfdeac1e7292bb6d56 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Sat, 24 Feb 2024 23:47:59 +0100 Subject: [PATCH 38/52] Update tutorial.md --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 150c2063e45305..2ab39a42548afe 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -247,7 +247,7 @@ Acessible, Interoperable, Reusable) on a 100 point scale. > > 4. Recreate a data collection with all metadata template files, taking the new "abstract" and "attributes_Present.Surface.pH.txt" files instead of old ones. > -> 5. You can recreate an EML metadata file with makeeml EAL tool and then redeploy a metashrimps tool on the new EML. +> 5. 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changed, 150 insertions(+), 100 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 2ab39a42548afe..ffa29c960b5a76 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -39,49 +39,36 @@ contributions: --- +

    This tutorial aims to teach how to use functionalities of the EML Assembly Line R package to produce rich metadata using the Ecological Metadata Language (EML) international metadata standard. Here, we will notably propose a concrete example on how to use Galaxy Ecology tools to create, evaluate and modify EML metadata content using both EML Assemby Line metadata template tabular files, easily readable and editable by humans, and XML file, devoted to machine.

    -This tutorial aims to teach how to use functionalities of the EML Assembly Line R package to produce rich metadata using the Ecological Metadata Language (EML) international metadata standard. Here, we will notably propose a concrete example on how to use Galaxy Ecology tools to create, evaluate and modify EML metadata content using both EML Assemby Line metadata template tabular files, easily readable and editable by humans, and XML file, devoted to machine. - - -> What does FAIR mean? -> [FAIR](https://www.go-fair.org/fair-principles/) stand for **Findable, Accessible, Interoperable, Reusable**. -> ->![FAIR Data Principles](./Images/FAIR_data_principles.jpg){:width="500"} ->These principles were to improve the access and usabiliy of data by the machine and to help making data reusable and shareable for users. ->Metadata is the data used to describe and explain all the context behind the production of data. It is necessary to produce a rich and FAIR metadata in order ->to permit external users to understand and reuse data for their own studies. -{: .comment} -> > > In this tutorial, we will cover: > -> 1. TOC -> {:toc} -> -{: .agenda} +> TOC TABLE OF CONTENT +# 1] How can EML Assembly Line functionalities help producing rich metadata easily? -# How can EML Assembly Line functionalities help producing rich metadata easily? +

    A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiative (insert:https://edirepository.org/) (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. +

    +Another major issue regarding metadata fill in, is the fact that one need to take a lot of time to write, and often rewrite, metadata elements who can be already filled using automatic inferences or use of webservices. Here again, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate automatically information related to data attributes, geographic coverage, taxonomic coverage, using the content of provided datafiles. +

    +Finally, through the MetaShARK R Shiny app created by the french biodiversity data hub research infrastructure (Pôle national de données de Biodiversité (PNDB)), user can use MetaShark, a graphical user interface to apply the EML Assembly Line workflow and benefit from some additionnal functionnalities as:

    -A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. +- Capacity to associate terminological resources terms coming from Bioportal ontologies to data attributes as keywords using CEDAR API +- Automatic fill in of personal information using ORCID API +- Automatic production of a data paper draft -Another major issue regarding metadata fill in, is the fact that one need to take a lot of time to write, and often rewrite, metadata elements who can be already filled using automatic inferences or use of webservices. Here again, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate automatically information related to data attributes, geographic coverage, taxonomic coverage, using the content of provided datafiles. +
    -Finally, through the MetaShARK R Shiny app created by the french biodiversity data hub research infrastructure (Pôle national de données de Biodiversité (PNDB)), user can use a graphical user interface to apply the EML Assembly Line workflow and benefit from some additionnal functionnalities as: -- The capacity to associate terminological resources terms coming from Bioportal ontologies to data attributes as keywords using CEDAR API, -- Automatic fill in of personal information using ORCID API, -- Automatic production of a data paper draft. +> [!NOTE] +> What is a **Data Paper**? +>

    According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), +> A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. +> Data papers provide recognition for this effort by means of a scholarly article.

    - -> What is a Data Paper? -> According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), ->A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. ->Data papers provide recognition for this effort by means of a scholarly article. -{: .comment} - -# Get data +# 2] Get data to describe 💾📂 > Data Upload > @@ -96,128 +83,180 @@ Finally, through the MetaShARK R Shiny app created by the french biodiversity da > https://zenodo.org/records/10663465/files/LakeGeneva_phytoplankton_1974-2004.nc > https://zenodo.org/records/10663465/files/Present.Surface.pH.tif > ``` -> {% snippet faqs/galaxy/datasets_import_via_link.md %} -> ![Upload datafiles from URLs](./Images/0_Upload_datafiles.png){:width="500"} +> > 6. Import shapefile related files into Galaxy using the Galaxy upload tool, then on the "composite" tab, specifying "shp" composite type, then uploading .dbf, .shp and .shx files on the dedicated spaces. -> ![Upload datafiles from URLs](./Images/1_upload_shapefile.png){:width="500"} -{: .hands_on} +> -# MetaShARK +# 3] MetaShARK 🦈 : Write an EML document To deploy a MetaShARK app, you can go to the Galaxy tool [MetaShARK](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashark) and click "Execute". Then, you have to wait the launch of the app, and when ready to be used, you will see the message "There is an InteractiveTool result view available," with an hyperlink on the "Open" statement allowing you to reach the app clicking on it. -WARNING! Note that it is a beta version of MetaShARK R shiny app. You can thus encounter issues using it! +> [!WARNING] +> 🚧 Note that it is a beta version of MetaShARK R shiny app. You can thus encounter issues using it! When oppening MetaShARK, you will have an interface looking like this : -![Interface of MetaShARK](./Images/2_MetaShARK.png){:width="500"} + To start creating metadata, you need to reach the **Fill in EML** module, then specify or complete the automatic `Data package name` and mention the `Dataset title`. Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". -![Create a data package](./Images/3_MetaShARK_create.png){:width="500"} + + +Then you can upload datafiles. Here, you can import these files from the downloaded Zenodo archive (link : https://zenodo.org/api/records/10663465/files-archive): + +📁 List of datasets : + - datafile_1.**tsv** + - datafile_2.**tsv** + - LakeGeneva_phytoplankton_1974-2004.**nc** + - Present.Surface.pH.**tif** + - 02_Ref.**shp** + - 02_Ref.**shx** + - 02_Ref.**dbf** -Then you can upload datafiles. Here, you can import these files from the downloaded Zenodo archive: -- datafile_1.tsv -- datafile_2.tsv -- LakeGeneva_phytoplankton_1974-2004.nc -- Present.Surface.pH.tif -- 02_Ref.shp -- 02_Ref.shx -- 02_Ref.dbf +> [!NOTE] +> The folder contains many files with different extensions, which is no problem for MetaShark, which is able to recognise several types of file extension! -![Upload data files](./Images/4_MetaShARK_upload.png){:width="500"} -MetaShARK will normally guess that the three `02_Ref` files are representing a uniq shapefile. MetaShARK will normally guess each data type and infer list of attributes for each file but the geotiff `Present.Surface.pH.tif` one. So now you need to select this datafile and upload the `attributes_Present.Surface.pH.txt` metadata template file so MetaShARK can fill attributes of this file (here the attribute is named "Present.Surface.pH"). + -![Upload a metadata template for geotiff attributes](./Images/5_MetaShARK_geotiffattributes.png){:width="500"} +

    MetaShARK will normally guess that the three `02_Ref` files are representing a uniq shapefile. MetaShARK will normally guess each data type and infer list of attributes for each file but the geotiff `Present.Surface.pH.tif` one. So now you need to select this datafile and upload the `attributes_Present.Surface.pH.txt` metadata template file so MetaShARK can fill attributes of this file (here the attribute is named "Present.Surface.pH").

    -Then you can provide a description for this attribute, for example "Present surface pH", then look at each attribute information of each data file so you can click on the "Next" button and go to the next step, to give informations on categorical variables! + -![Look at categorical variables](./Images/6_MetaShARK_catvars.png){:width="500"} +

    Then you can provide a description for this attribute, for example "Present surface pH", then look at each attribute information of each data file so you can click on the "Next" button and go to the next step, to give informations on categorical variables!

    -Clicking "Next" button will then allows you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shapefile is in Point, both are in `GCS_WGS_1984`spatial reference. + -![Specify spatial informations for GIS datafiles](./Images/7_MetaShARK_spatialinfo.png){:width="500"} +

    Clicking "Next" button will then allows you to fill spatial informations about all GIS recognized datafiles, here the `Present.Surface.pH.tif` geotiff raster file and the `02_Ref` shapefile vector file. Geotiff is in pixel, accuracy unknown and shapefile is in Point, both are in `GCS_WGS_1984`spatial reference.

    -Next step is devoted to specifying geographic coverage. You can use a method between "columns" or "custom". "Custom" allows you to create one to several geographical sites using a map widget where you can draw limits of each site or enter directly latitude and longitude coordinates. "Columns" method, used here, allows you to specify an attribute containing site names then associated latitude and longitudes attributes. + -![Specify geographic coverage](./Images/8_MetaShARK_geocov.png){:width="500"} +

    Next step is devoted to specifying geographic coverage.

    You can use a method between "columns" or "custom". "Custom" allows you to create one to several geographical sites using a map widget where you can draw limits of each site or enter directly latitude and longitude coordinates. "Columns" method, used here, allows you to specify an attribute containing site names then associated latitude and longitudes attributes.

    -Now geographic coverage is set, one can specific taxonomic coverage. To do so, you can select a data attribute conatining taxonomic information then select kind of notation you want to have and finally on which taxonomic authority (or authorities) information will be compared. Note that this can take a while if you have a lot of taxons and time is duplicated for each selected additional authority. + -![Specify taxonomic coverage](./Images/9_MetaShARK_taxcov.png){:width="500"} +

    Now geographic coverage is set, one can specific taxonomic coverage.

    To do so, you can select a data attribute containing taxonomic information then select kind of notation you want to have and finally on which taxonomic authority (or authorities) information will be compared. Note that this can take a while if you have a lot of taxons and time is duplicated for each selected additional authority.

    -Now we can fill personal informations. To do so, the easiest way is to provide ORCID identifiers for each individual person involved as creator, contact and/or PI. Depending on the information filled in ORCID by each individual and on the level of accessibility of each, all field can be automatically filled. If "PI" is selected, you can specify a project name, funder name and related funding number. + -![Fill personal informations](./Images/10_MetaShARK_personal.png){:width="500"} +

    Now we can fill personal informations.

    To do so, the easiest way is to provide ORCID identifiers for each individual person involved as creator, contact and/or PI. Depending on the information filled in ORCID by each individual and on the level of accessibility of each, all field can be automatically filled. If "PI" is selected, you can specify a project name, funder name and related funding number.

    + + Then you can add final elements as: - An abstract (writing directly on the dedicated field or uploading a text file containing the abstract) -![Upload abstract.txt file](./Images/11_MetaShARK_abstract.png){:width="500"} + - Methods (writing directly on the dedicated field or uploading a text file, can be in markdown, containing details of the methods used to create data files) -![Upload methods.md file](./Images/12_MetaShARK_methods.png){:width="500"} + - Keywords, who can be linked to keyword thesaurus. This allows you to create "group" of keywords and/or refer to existing terms classifications as we can find in terminological resources such as ontologies or thesaurus. -![Add "Biodiversity" keyword](./Images/13_MetaShARK_keywords.png){:width="500"} + + +> [!TIP] +> **You can add [semantic annotations](https://eml.ecoinformatics.org/semantic-annotation-primer)!** + +

    To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. To create a CEDAR account, you can register here http://cedar.metadatacenter.org/.

    + + API key format to enter is something like: +``` +api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63 +``` + +

    You then can use the `+` button on the keyword space to **Add keyword with dataset annotation**. You will have to choose a "predicate", from IAO ontology, then an "object" from ontologies coming from Bioportal to add information concerning a "subject", the ‘thing’ being annotated, here, regarding keyword, "dataset", but you can also apply the same to datafiles "attributes".

    -Note that here you can add [semantic annotations](https://eml.ecoinformatics.org/semantic-annotation-primer)! To do so, you need to reach the MetaShARK parameters (upper right icon) -then enter your CEDAR token. To create a CEDAR account, you can register here http://cedar.metadatacenter.org/. API key -format to enter is something like: `api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63`. You then can -use the `+` button on the keyword space to **Add keyword with dataset annotation**. You will have to choose a "predicate", from IAO ontology, then an "object" from ontologies coming from Bioportal to add information concerning a "subject", the ‘thing’ being annotated, here, regarding keyword, "dataset", but you can also apply the same to datafiles "attributes". + -![CEDAR semantic annotation module add predicate from IAO ontology](./Images/17_MetaShARK_annotations_predicate.png){:width="500"} + -![CEDAR semantic annotation module add object](./Images/18_MetaShARK_annotations_object.png){:width="500"} +

    Finally, you can specify a temporal coverage and go to the last step of this MetaShARK workflow: Generat an EML metadata file! If everything is ok, you will have creation of an EML metadata file.

    -Finally, you can specify a temporal coverage and go to the last step of this MetaShARK workflow: Generat an EML metadata file! If everything is ok, you will have creation of an EML metadata file. + -![Make EML](./Images/14_MetaShARK_makeeml.png){:width="500"} +

    Once EML written, you can download the data package through the button "Download Data Package". This will allow you to download a zip archive you can unzip on your local computer. Resulting files are organized through 2 main folders :

    -Once EML written, you can download the data package through the button "Download Data Package". This will allow you to download a zip archive you can unzip on your local computer. Resulting files are organized through 2 main folders. A main folder with data_objects (all datafiles you uploaded into MetaShARK), eml (EML metadata file written in XML format), and metadata_templates (all metadata files written in text format, column separated by tabulations). A second one called "emldown" where a draft of data paper written in html format can be accessed. +- **A main folder with data_objects** + - `all datafiles ` you uploaded into MetaShARK + - `eml ` which is the EML metadata file written in XML format + - `metadata_templates ` with all metadata files written in text format, column separated by tabulations + +- A **second folder called "emldown"** where a **draft of data paper** written in html format can be accessed -WARNING! At this final stage, MetaShARK can freeze and show like a "front grey filter". If this is the case, you can refresh MetaShARK app pressing F5 button of your keyboard for example. To dowload the resutling data package, you can go to the "Fill In" module, select the data package you created and click on "Download.zip". +
    +

    👏 Congratulations! You've just produced your first EML yourself!👏

    +
    -> Returning on your MetaShARK instance +> [!CAUTION] +> **At this final stage, MetaShARK can freeze and show like a "front grey filter"** +> +> If this is the case, you can refresh MetaShARK app pressing F5 button of your keyboard for example. To dowload the resutling data package, you can go to the "Fill In" module, select the data package you created and click on "Download.zip". +> +> Returning on your MetaShARK instance > If you close MetaShARK navigator window, you can reopen it clicking on Menu > User > Active InteractiveTools. > You can here click on "metashark visualization" hyperlink. You can then go on the Fill In module, select > the data package you created and click **Load**. > -{: .tip} -# MetaShRIMPS +# 4] MetaShRIMPS 🦐 : Modify created metadata element To evaluate and modify metadata elements you have created, you can upload the EML xml file on the Galaxy history you created and all MetaShARK metadata templates files. -![Interface of MetaShRIMPS](./Images/15_MetaShRIMPS.png){:width="500"} + -Open the [MetaShRIMPS interactive tool form](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashrimps) and select the EML xml file you just generate with MetaShARK. Clicking on Execute will launch the MetaShRIMPS R Shiny app, the message `There is an InteractiveTool result view available, waiting for view to become active... ` is displayed until the app will be ready to use. After some time, the message `There is an InteractiveTool result view available` confirm the app is deployed and you can access it clicking on **Open**. You will then have an interface looking like this : +Open the [MetaShRIMPS interactive tool form](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashrimps) and select the EML xml file you just generate with MetaShARK. Clicking on Execute will launch the MetaShRIMPS R Shiny app, the message `There is an InteractiveTool result view available, waiting for view to become active... ` is displayed until the app will be ready to use. After some time, the message `There is an InteractiveTool result view available` confirm the app is deployed and you can access it clicking on **Open**. You will then have an interface looking like this: -![Interface of MetaShRIMPS](./Images/upload_1.png){:width="500"} + Click on the **Execute** Button, 2 new tabs called "Draft of Data Paper" and "Fair Assessment" will appear. You can access all of the tool outputs by clicking on each tab (it can take a little time for your results to be displayed). -## Draft of Data Paper +# 5] Draft of Data Paper 📝 + +

    By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements.

    + +- You can at the top of the page **download the draft** in either an _HTML format_ .... : -By clicking on the "Draft of Data Paper" tab, you will have access to the draft of Data Paper presented in an HTML format. -You can either navigate through the Data Paper with the tabs or with the scrollbar on the right and access different elements. + -You can at the top of the page download the draft in either an HTML format or an editable docx format. -![Download in HTML](./Images/Download_HTML.png""Download in HTML") -![Download in docx](./Images/Download_docx.png "Download in docx") +- .... or an editable _docx format_ : -## Fair Quality Assessment report + + +
    +Voir comment mettre les deux photos côtés à côtes ou un truc mieux +
    + +# 6] FAIR Quality Assessment report 📊✅ + +[FAIR](https://www.go-fair.org/fair-principles/) stand for **Findable, Accessible, Interoperable, Reusable**. +

    + + + +
    + +

    These principles were to improve the access and usabiliy of data by the machine and to help making data reusable and shareable for users. It covers the whole concept of why it is necessary to produce a rich and described metadata in order to permit external users to understand and reuse data for their own studies. + +There are several ways of computing the FAIR index, for each letter of the word is associated with a degree of FAIRitude of the data.

    + +> [!NOTE] +> The aim is to propose a metadata quality index and to see how it is possible to improve, not to punish the user 👍 + +
    +> Mettre une photo avec encadré rouge pour montrer où cliquer!!!⚠️ +
    + +By clicking on the `Fair Assessment` tab, you will access the FAIR Quality report of the metadata uploaded. + +You will have access to different figures such as a **table displaying the results of all checks tested for your metadata**: -By clicking on the "Fair Assessment" tab, you will access the FAIR Quality report of the metadata uploaded. -You will have access to different figures such as a table displaying the results of all checks tested for your metadata. ![Table of results](./Images/Fairscore_tab2.png "Example of the table displaying the results of the Quality Checks") You will also have acces to a graph presenting scores of Quality for each of the FAIR principles tested (Findable, @@ -225,17 +264,20 @@ Acessible, Interoperable, Reusable) on a 100 point scale. ![FAIR scores](./Images/Fairscore_tab.png "Overall FAIR score") -> -> How you can ameliorate your FAIR score? -> > -> > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. Two WARNING -> > status lines are related to an abstract content too short and an attribute definition too small. -> > ![Warning status lines](./Images/WARNING.png "Overall FAIR score") -> {: .solution} -> -{: .question} +
    +Image un peu laide, je l'a modifierai un peu sur Paint pour optimiser sa taille vis à vis du vide/blanc occupé par certaines parties +
    + +> [!TIP] +> **How you can improve your FAIR score?** +> +> You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. Two WARNING +> status lines are related to an abstract content too short and an attribute definition too small. +> +> ![Warning status lines](./Images/WARNING.png "Overall FAIR score") -> Update metadata content to elevate FAIR score +> [!NOTE] +> **Update metadata content to elevate FAIR score** > > 1. Search "abstract" and "attributes_Present.Surface.pH.txt" metadarta files on your history > @@ -251,7 +293,15 @@ Acessible, Interoperable, Reusable) on a 100 point scale. > -# Conclusion +# 7] Conclusion Here is the end of this short tutorial aiming in explaining the purpose of MetaShARK and how to use it. -Don't hesitate to contact us if you have any questions :) + +Resumé rapide de ce qui a été vu + +1. _lorem ipsum_ +2. _lorem ipsum_ +3. _lorem ipsum_ +4. _lorem ipsum_ + +Don't hesitate to contact us if you have any questions ☺️ From eb6c10ce7660f7ef99cb1a5811bbdbdfb0306913 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 11:29:55 +0100 Subject: [PATCH 42/52] Update tutorial.md add agenda --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index ffa29c960b5a76..0808cbb5ccb4c7 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -41,12 +41,14 @@ contributions:

    This tutorial aims to teach how to use functionalities of the EML Assembly Line R package to produce rich metadata using the Ecological Metadata Language (EML) international metadata standard. Here, we will notably propose a concrete example on how to use Galaxy Ecology tools to create, evaluate and modify EML metadata content using both EML Assemby Line metadata template tabular files, easily readable and editable by humans, and XML file, devoted to machine.

    +> > > In this tutorial, we will cover: > -> TOC TABLE OF CONTENT - - +> 1. TOC +> {:toc} +> +{: .agenda} # 1] How can EML Assembly Line functionalities help producing rich metadata easily? From d07e070e22f19a97fb4d613ddf0db00ea90122c9 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 12:00:19 +0100 Subject: [PATCH 43/52] Update topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md Co-authored-by: Helena --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 0808cbb5ccb4c7..5057782972a101 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -92,7 +92,7 @@ Finally, through the MetaShARK R Shiny app created by the french biodiver # 3] MetaShARK 🦈 : Write an EML document -To deploy a MetaShARK app, you can go to the Galaxy tool [MetaShARK](https://ecology.usegalaxy.eu/root?tool_id=interactive_tool_metashark) and click "Execute". Then, you have to wait the launch of the app, and when ready to be used, you will see the message "There is an InteractiveTool result view available," with an hyperlink on the "Open" statement allowing you to reach the app clicking on it. +To deploy a MetaShARK app, you can go to the Galaxy tool {% tool [MetaShARK](interactive_tool_metashark) %} and click "Execute". Then, you have to wait the launch of the app, and when ready to be used, you will see the message "There is an InteractiveTool result view available," with an hyperlink on the "Open" statement allowing you to reach the app clicking on it. > [!WARNING] > 🚧 Note that it is a beta version of MetaShARK R shiny app. You can thus encounter issues using it! From aa1ac8fc8c42164135aef5bacd821d4acbc247da Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 12:03:41 +0100 Subject: [PATCH 44/52] Update topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md Co-authored-by: Helena --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 5057782972a101..0d563c02bb2b3f 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -99,7 +99,7 @@ To deploy a MetaShARK app, you can go to the Galaxy tool {% tool [MetaShARK](int When oppening MetaShARK, you will have an interface looking like this : - +![](./Images/2_MetaShARK.png) To start creating metadata, you need to reach the **Fill in EML** module, then specify or complete the automatic `Data package name` and mention the `Dataset title`. Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". From 17f91f98f4db22b0a5c51a95547c9abe8df606ff Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 12:04:22 +0100 Subject: [PATCH 45/52] Update topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md Co-authored-by: Helena --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 1 - 1 file changed, 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 0d563c02bb2b3f..a96705ac5c6c2d 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -53,7 +53,6 @@ contributions: # 1] How can EML Assembly Line functionalities help producing rich metadata easily?

    A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiative (insert:https://edirepository.org/) (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. -

    Another major issue regarding metadata fill in, is the fact that one need to take a lot of time to write, and often rewrite, metadata elements who can be already filled using automatic inferences or use of webservices. Here again, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate automatically information related to data attributes, geographic coverage, taxonomic coverage, using the content of provided datafiles.

    Finally, through the MetaShARK R Shiny app created by the french biodiversity data hub research infrastructure (Pôle national de données de Biodiversité (PNDB)), user can use MetaShark, a graphical user interface to apply the EML Assembly Line workflow and benefit from some additionnal functionnalities as:

    From 0c8904290f798307cddcf6e0e5cd4c2a5e03d16c Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 12:08:09 +0100 Subject: [PATCH 46/52] Update tutorial.md add draft and Thibaud as author --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index a96705ac5c6c2d..d10f6111ace362 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -26,11 +26,14 @@ tags: - Biodiversity - FAIR - Data Paper +draft: true contributions: authorship: - yvanlebras + - ThibaudGlinez editing: - yvanlebras + - ThibaudGlinez - hexylena funding: - fnso2019 From 05a307af1f006db219ea2bc0952da42c17f96900 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 12:09:45 +0100 Subject: [PATCH 47/52] Update tutorial.md clean french words and sentences --- .../ecology/tutorials/MetaShARK_tutorial/tutorial.md | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index d10f6111ace362..c6590bcf4bf16a 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -253,10 +253,6 @@ There are several ways of computing the FAIR index, for each letter of the word > [!NOTE] > The aim is to propose a metadata quality index and to see how it is possible to improve, not to punish the user 👍 -
    -> Mettre une photo avec encadré rouge pour montrer où cliquer!!!⚠️ -
    - By clicking on the `Fair Assessment` tab, you will access the FAIR Quality report of the metadata uploaded. You will have access to different figures such as a **table displaying the results of all checks tested for your metadata**: @@ -301,11 +297,4 @@ Image un peu laide, je l'a modifierai un peu sur Paint pour optimiser sa taille Here is the end of this short tutorial aiming in explaining the purpose of MetaShARK and how to use it. -Resumé rapide de ce qui a été vu - -1. _lorem ipsum_ -2. _lorem ipsum_ -3. _lorem ipsum_ -4. _lorem ipsum_ - Don't hesitate to contact us if you have any questions ☺️ From 2bc074185ec139d598dfb88b29977b28c3220c3b Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 12:13:06 +0100 Subject: [PATCH 48/52] Update tutorial.md harmonize INFO to GTN box comment --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index c6590bcf4bf16a..01728f15ab65a4 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -66,11 +66,13 @@ Finally, through the MetaShARK R Shiny app created by the french biodiver
    -> [!NOTE] -> What is a **Data Paper**? +> What is a **Data Paper**? >

    According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), > A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. > Data papers provide recognition for this effort by means of a scholarly article.

    +> {: .comment} + + # 2] Get data to describe 💾📂 From ded82589bad24594ba806ccdf2935cd61b1bf1d1 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 14:27:52 +0100 Subject: [PATCH 49/52] Update tutorial.md change the "insert" mention --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 01728f15ab65a4..df9b8687b95bc9 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -55,7 +55,7 @@ contributions: # 1] How can EML Assembly Line functionalities help producing rich metadata easily? -

    A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, Environmental Data Initiative (insert:https://edirepository.org/) (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. +

    A major gap when a researcher is writing metadata documents is the fact that metadata international standards often use formats not really human readable and/or editable as XML or JSON. To answer this issue, [Environmental Data Initiative](https://edirepository.org/) (EDI) through the EML Assembly Line R package propose to generate intermediate metadata template files using classical tabular text format. Another major issue regarding metadata fill in, is the fact that one need to take a lot of time to write, and often rewrite, metadata elements who can be already filled using automatic inferences or use of webservices. Here again, Environmental Data Initiaitve (EDI) through the EML Assembly Line R package propose to generate automatically information related to data attributes, geographic coverage, taxonomic coverage, using the content of provided datafiles.

    Finally, through the MetaShARK R Shiny app created by the french biodiversity data hub research infrastructure (Pôle national de données de Biodiversité (PNDB)), user can use MetaShark, a graphical user interface to apply the EML Assembly Line workflow and benefit from some additionnal functionnalities as:

    From ddcc4a49a056f4b5e0c87ce27f4b194599a8a402 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 15:33:58 +0100 Subject: [PATCH 50/52] Update tutorial.md try close the boxes --- .../tutorials/MetaShARK_tutorial/tutorial.md | 29 ++++++++++--------- 1 file changed, 16 insertions(+), 13 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index df9b8687b95bc9..34ef98d9390034 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -70,7 +70,7 @@ Finally, through the MetaShARK R Shiny app created by the french biodiver >

    According to the [GBIF](https://www.gbif.org/data-papers) (Global Biodiversity Information Facility), > A data paper is a peer reviewed document describing a dataset, published in a peer reviewed journal. It takes effort to prepare, curate and describe data. > Data papers provide recognition for this effort by means of a scholarly article.

    -> {: .comment} +{: .comment} @@ -92,14 +92,15 @@ Finally, through the MetaShARK R Shiny app created by the french biodiver > > 6. Import shapefile related files into Galaxy using the Galaxy upload tool, then on the "composite" tab, specifying "shp" composite type, then uploading .dbf, .shp and .shx files on the dedicated spaces. > - +{: .hands_on} # 3] MetaShARK 🦈 : Write an EML document To deploy a MetaShARK app, you can go to the Galaxy tool {% tool [MetaShARK](interactive_tool_metashark) %} and click "Execute". Then, you have to wait the launch of the app, and when ready to be used, you will see the message "There is an InteractiveTool result view available," with an hyperlink on the "Open" statement allowing you to reach the app clicking on it. -> [!WARNING] +> WARNING > 🚧 Note that it is a beta version of MetaShARK R shiny app. You can thus encounter issues using it! +{: .comment} When oppening MetaShARK, you will have an interface looking like this : @@ -120,9 +121,9 @@ Then you can upload datafiles. Here, you can import these files from the downloa - 02_Ref.**shx** - 02_Ref.**dbf** -> [!NOTE] +> NOTE > The folder contains many files with different extensions, which is no problem for MetaShark, which is able to recognise several types of file extension! - +{: .comment} @@ -164,8 +165,9 @@ Then you can add final elements as: -> [!TIP] +> TIP > **You can add [semantic annotations](https://eml.ecoinformatics.org/semantic-annotation-primer)!** +{: .comment}

    To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. To create a CEDAR account, you can register here http://cedar.metadatacenter.org/.

    @@ -197,8 +199,7 @@ api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63

    👏 Congratulations! You've just produced your first EML yourself!👏


    - -> [!CAUTION] +> CAUTION > **At this final stage, MetaShARK can freeze and show like a "front grey filter"** > > If this is the case, you can refresh MetaShARK app pressing F5 button of your keyboard for example. To dowload the resutling data package, you can go to the "Fill In" module, select the data package you created and click on "Download.zip". @@ -207,7 +208,7 @@ api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63 > If you close MetaShARK navigator window, you can reopen it clicking on Menu > User > Active InteractiveTools. > You can here click on "metashark visualization" hyperlink. You can then go on the Fill In module, select > the data package you created and click **Load**. -> +{: .comment} # 4] MetaShRIMPS 🦐 : Modify created metadata element @@ -252,8 +253,9 @@ Voir comment mettre les deux photos côtés à côtes ou un truc mieux There are several ways of computing the FAIR index, for each letter of the word is associated with a degree of FAIRitude of the data.

    -> [!NOTE] +> NOTE > The aim is to propose a metadata quality index and to see how it is possible to improve, not to punish the user 👍 +{: .comment} By clicking on the `Fair Assessment` tab, you will access the FAIR Quality report of the metadata uploaded. @@ -270,15 +272,16 @@ Acessible, Interoperable, Reusable) on a 100 point scale. Image un peu laide, je l'a modifierai un peu sur Paint pour optimiser sa taille vis à vis du vide/blanc occupé par certaines parties
    -> [!TIP] +> TIP > **How you can improve your FAIR score?** > > You can look at the lines of the table for FAILURE (red) and WARNING (yellow) status. Two WARNING > status lines are related to an abstract content too short and an attribute definition too small. > > ![Warning status lines](./Images/WARNING.png "Overall FAIR score") +{: .comment} -> [!NOTE] +> NOTE > **Update metadata content to elevate FAIR score** > > 1. Search "abstract" and "attributes_Present.Surface.pH.txt" metadarta files on your history @@ -293,7 +296,7 @@ Image un peu laide, je l'a modifierai un peu sur Paint pour optimiser sa taille > > 5. You can recreate an EML metadata file with [**Make EML**](https://ecology.usegalaxy.eu/root?tool_id=toolshed.g2.bx.psu.edu/repos/ecology/makeeml/makeeml/0.1.1+galaxy1) EAL tool and then redeploy a metashrimps tool on the new EML. > - +{: .comment} # 7] Conclusion From 4aaaa604e603716a20e4d510503b0306ef92e034 Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 15:35:35 +0100 Subject: [PATCH 51/52] Update tutorial.md --- topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index 34ef98d9390034..ec1069f54bf7bc 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -104,7 +104,7 @@ To deploy a MetaShARK app, you can go to the Galaxy tool {% tool [MetaShARK](int When oppening MetaShARK, you will have an interface looking like this : -![](./Images/2_MetaShARK.png) +![MetaShARK interface](./Images/2_MetaShARK.png) To start creating metadata, you need to reach the **Fill in EML** module, then specify or complete the automatic `Data package name` and mention the `Dataset title`. Here a title can be "Manage heterogeneous data files through EML". Finally, you can choose an open licence between CC-BY-4.0, default, or CC0 then click on "Create". From f020311e3b76a942c614306a78aabb175af98aac Mon Sep 17 00:00:00 2001 From: Yvan Le Bras Date: Mon, 4 Mar 2024 15:51:36 +0100 Subject: [PATCH 52/52] Update tutorial.md and http://cedar.metadatacenter.org/ api key part --- .../tutorials/MetaShARK_tutorial/tutorial.md | 28 ++++++++++--------- 1 file changed, 15 insertions(+), 13 deletions(-) diff --git a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md index ec1069f54bf7bc..c7bf348854303e 100644 --- a/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md +++ b/topics/ecology/tutorials/MetaShARK_tutorial/tutorial.md @@ -167,20 +167,22 @@ Then you can add final elements as: > TIP > **You can add [semantic annotations](https://eml.ecoinformatics.org/semantic-annotation-primer)!** +> +> +>

    To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. To create a CEDAR account, you can 1/ register here http://cedar.metadatacenter.org/ then 2/ go on the "profile" on http://cedar.metadatacenter.org/ and there 3/ you can find the API key.

    +> +> API key format to enter is something like: +> ``` +> api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63 +> ``` +> +>

    You then can use the `+` button on the keyword space to **Add keyword with dataset annotation**. You will have to choose a "predicate", from IAO ontology, then an "object" from ontologies coming from Bioportal to add information concerning a "subject", the ‘thing’ being annotated, here, regarding keyword, "dataset", but you can also apply the same to datafiles "attributes".

    +> +> +> +> +> {: .comment} - -

    To do so, you need to reach the MetaShARK parameters (upper right icon) then enter your CEDAR token. To create a CEDAR account, you can register here http://cedar.metadatacenter.org/.

    - - API key format to enter is something like: -``` -api 205b1e521f2eaf0ad4a361c438b63205b1e521f2eaf0ad4a361c438b63c438b63 -``` - -

    You then can use the `+` button on the keyword space to **Add keyword with dataset annotation**. You will have to choose a "predicate", from IAO ontology, then an "object" from ontologies coming from Bioportal to add information concerning a "subject", the ‘thing’ being annotated, here, regarding keyword, "dataset", but you can also apply the same to datafiles "attributes".

    - - - -

    Finally, you can specify a temporal coverage and go to the last step of this MetaShARK workflow: Generat an EML metadata file! If everything is ok, you will have creation of an EML metadata file.

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