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## About the Watkins Marine Mammal Sound Database |
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See the about page at [0][Woods Hole Oceanographic Institution] for a detailed description of the database. |
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[0][https://whoicf2.whoi.edu/science/B/whalesounds/about.cfm] |
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## About the Remaster |
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### Goal |
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<li><a href="index.html">Search</a></li> |
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<li><a href="map.arcgis.html">World Map</a></li> |
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<li><a href="about.html">About</a></li> |
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<li><a href="data.html">Data</a></li> |
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<li><a href="changelog.html">Changelog</a></li> |
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<!DOCTYPE html> |
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<meta charset="utf-8"> <meta name="generator" content="pandoc"> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes"> |
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<title> |
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About Watkins Marine Mammal Sound Database (2018 Remaster) |
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</title> |
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<style type="text/css">code{white-space: pre;}</style> |
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<link rel="stylesheet" href="buttondown.css"> <!--[if lt IE 9]> |
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<pre><code> <li><a href="index.html">Search</a></li> |
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<li><a href="map.arcgis.html">World Map</a></li> |
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<li><a href="about.html">About</a></li> |
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<li><a href="data.html">Data</a></li> |
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<li><a href="changelog.html">Changelog</a></li> |
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</ul></code></pre> |
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</nav> |
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<header> |
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<h1 class="title"> |
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About Watkins Marine Mammal Sound Database (2018 Remaster) |
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</h1> |
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</header> |
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<nav id="TOC"> |
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<ul> |
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<li> |
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<a href="#about-the-watkins-marine-mammal-sound-database">About the Watkins Marine Mammal Sound Database</a> |
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</li> |
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<li> |
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<a href="#about-the-remaster">About the Remaster</a> |
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<ul> |
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<li> |
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<a href="#goal">Goal</a> |
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</li> |
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<a href="#initial-situation">Initial Situation</a> |
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</li> |
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<li> |
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<a href="#project-outline">Project Outline</a> |
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<ul> |
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<li> |
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<a href="#example-questions">Example Questions</a> |
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</li> |
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<li> |
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<a href="#requirements">Requirements</a> |
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</li> |
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</ul> |
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</li> |
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<li> |
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<a href="#tasks">Tasks</a> |
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<ul> |
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<li> |
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<a href="#aggregate-the-data">Aggregate the data</a> |
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</li> |
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<li> |
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<a href="#bring-the-data-to-modern-formats">Bring the data to modern formats</a> |
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</li> |
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<li> |
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<a href="#build-a-user-interface-for-research">Build a user interface for research</a> |
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</li> |
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<li> |
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<a href="#enrich-the-data">Enrich the data</a> |
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</li> |
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</ul> |
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</li> |
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</nav> |
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<h2 id="about-the-watkins-marine-mammal-sound-database"> |
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About the Watkins Marine Mammal Sound Database |
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</h2> |
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<p> |
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See the about page at <a href="https://whoicf2.whoi.edu/science/B/whalesounds/about.cfm">Woods Hole Oceanographic Institution</a> for a detailed description of the database. |
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</p> |
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<h2 id="about-the-remaster"> |
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About the Remaster |
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</h2> |
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<h3 id="goal"> |
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Goal |
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</h3> |
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<p> |
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This project aims to make the 15,000 annotated digital sound clips accessible for research. |
This project aims to make the 15,000 annotated digital sound clips accessible for research. |
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### Initial Situation |
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The current (2018) WHOI website is very limited in its features to explore sound clips and recordings. |
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Most of the detailed metadata, that describe all sound clips, can not be used as search filters and are hardly explained. |
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As the [0][about page] states: |
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> Due to the outdated and nonstandard format of the metadata, letters and codes may appear in some of the tables. These codes are described in the publication of the original DOS-based database. |
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</p> |
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<h3 id="initial-situation"> |
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Initial Situation |
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</h3> |
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<p> |
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The current (2018) WHOI website is very limited in its features to explore sound clips and recordings. Most of the detailed metadata, that describe all sound clips, can not be used as search filters and are hardly explained. |
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</p> |
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<p> |
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As the <a href="https://whoicf2.whoi.edu/science/B/whalesounds/about.cfm">about page</a> states: |
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</p> |
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<blockquote> |
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<p> |
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Due to the outdated and nonstandard format of the metadata, letters and codes may appear in some of the tables. These codes are described in the publication of the original DOS-based database. |
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</p> |
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</blockquote> |
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Cleaning up that metadata is therefor one of the main tasks of this project. |
Cleaning up that metadata is therefor one of the main tasks of this project. |
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</p> |
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All sound clips, recordings and metadata can be directly downloaded or scraped from the WHOI website. |
All sound clips, recordings and metadata can be directly downloaded or scraped from the WHOI website. |
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### Project Outline |
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Achiving the goal means: |
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- Understanding what questions and requirements researchers have |
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- What the data contains to offer answers |
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- How to implement the requirements |
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- How to translate questions into user interface features |
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#### Example Questions |
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#### Requirements |
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- A researcher needs to be confident, that that data is accurate. |
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The transformation should not introduce errors, and if any occure they should be documented. |
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- A researcher needs to be able to reproduce the data transformation |
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- A researcher needs to reference a specific state of the (transformed) data |
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### Tasks |
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</p> |
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<h3 id="project-outline"> |
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Project Outline |
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</h3> |
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<p> |
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Reaching the goal means: |
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</p> |
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<ul> |
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Understanding what questions and requirements researchers have. |
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</li> |
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What the data contains to offer answers. |
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</li> |
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How to implement the requirements. |
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</li> |
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How to translate questions into user interface features. |
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</li> |
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</ul> |
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<h4 id="example-questions"> |
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Example Questions |
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</h4> |
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<h4 id="requirements"> |
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Requirements |
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</h4> |
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<ul> |
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A researcher needs to be confident, that that data is accurate. The transformation should not introduce errors, and if any occur they should be documented. |
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</li> |
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<li> |
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A researcher needs to be able to reproduce the data transformation. |
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</li> |
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A researcher needs to reference a specific state of the (transformed) data. |
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</li> |
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</ul> |
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<h3 id="tasks"> |
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Tasks |
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</h3> |
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<p> |
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The following outlines the to-do's of the project. |
The following outlines the to-do's of the project. |
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#### Aggregate the data |
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- Download all metadata and sound clips from the WHOI website |
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#### Bring the data to modern formats |
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- Extract, normalize and transform all information from the database |
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- Document the details of the database contents |
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- Develop and document the data transformation process as fully reproducable open source code |
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- Make all transformed data available as versioned download |
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#### Build a user interface for research |
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- Provide a search interface to explore all recordings |
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- Provide search filters for various metadata properties (animal, observation, location, signal, sound, etc) |
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- Provide a World Map to explore all records by location |
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#### Enrich the data |
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- Analyze all sound clips and expose gained statistical values as search filters |
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- Use the location description to get more preceise location coordinates |
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</p> |
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<h4 id="aggregate-the-data"> |
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Aggregate the data |
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</h4> |
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<ul> |
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Download all metadata and sound clips from the WHOI website. |
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</li> |
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</ul> |
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<h4 id="bring-the-data-to-modern-formats"> |
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Bring the data to modern formats |
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</h4> |
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<ul> |
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Extract, normalize and transform all information from the database. |
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</li> |
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Document the details of the database contents. |
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</li> |
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Develop the data transformation process as fully open source code. |
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</li> |
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Document all steps needed to reproduce the resulting data. |
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</li> |
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Make all transformed data available as versioned download. |
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</li> |
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Code versioning and data versioning should follow the same schema, to clarify what code produced what data. |
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</li> |
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</ul> |
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<h4 id="build-a-user-interface-for-research"> |
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Build a user interface for research |
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</h4> |
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<ul> |
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<li> |
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Provide a search interface to explore all recordings |
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</li> |
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<li> |
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Provide search filters for various metadata properties (animal, observation, location, signal, sound, etc) |
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</li> |
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<li> |
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Provide a World Map to explore all records by location |
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</li> |
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</ul> |
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<h4 id="enrich-the-data"> |
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Enrich the data |
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</h4> |
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<ul> |
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<li> |
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Analyze all sound clips and expose gained statistical values as search filters |
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</li> |
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<li> |
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Use the location description to get more precise location coordinates |
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</li> |
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</ul> |
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