A Dataset for Machine Learning Algorithm Development
Alaska Fisheries Science Center
Data Set
(DS)
| ID: 63322
| Published / External
Created: 2020-12-16
|
Last Modified: 2024-04-17
Parent: 2019 KAMERA Test Flights
Project (PRJ) | ID: 63184
Project (PRJ) | ID: 63184
ID: 63322
Data Set (DS)
* Discovery• First Pass
» Metadata Rubric
Item Identification
| * » Title | A Dataset for Machine Learning Algorithm Development |
|---|---|
| Short Name | |
| * Status | Completed |
| Creation Date | 2020 |
| Revision Date | |
| • Publication Date | 2021 |
| * » Abstract |
This dataset consists of imagery, imagery footprints, associated ice seal detections and homography files associated with the KAMERA Test Flights conducted in 2019. This dataset was subset to include relevant data for detection algorithm development. This dataset is limited to data collected during flights 4, 5, 6 and 7 from our 2019 surveys. |
| * Purpose |
To develop machine learning algorithms for detecting ice seals and classifying ice seal species using IR and RGB imagery. |
| Notes | |
| Other Citation Details | |
| • Supplemental Information | |
| DOI (Digital Object Identifier) | |
| DOI Registration Authority | |
| DOI Issue Date |
Keywords
Theme Keywords
| Thesaurus | Keyword |
|---|---|
| aerial imaging | development |
| aerial imaging | test flights |
| Integrated Taxonomic Information systems (ITIS) | bearded seal |
| Integrated Taxonomic Information systems (ITIS) | polar bear |
| Integrated Taxonomic Information systems (ITIS) | ringed seal |
Temporal Keywords
| Thesaurus | Keyword |
|---|---|
* Spatial Keywords
| Thesaurus | Keyword |
|---|---|
| Geographic Names Information System | Alaska |
| Geographic Names Information System | Beaufort Sea |
| Geographic Names Information System | Chukchi Sea |
| Geographic Names Information System | Kotzebue Sound |
Stratum Keywords
| Thesaurus | Keyword |
|---|---|
Instrument Keywords
| Thesaurus | Keyword |
|---|---|
| aerial imaging | KAMERA |
| aerial imaging | multispectral imaging |
| aerial imaging | Thermal |
Platform Keywords
| Thesaurus | Keyword |
|---|---|
Physical Location
| • » Organization | Alaska Fisheries Science Center |
|---|---|
| • » City | Seattle |
| • » State/Province | WA |
| • Country | USA |
| • » Location Description |
Data Set Information
| * Data Set Scope Code | Non-Geographic Data Set |
|---|---|
| • Data Set Type | Imagery |
| • Maintenance Frequency | None Planned |
| Maintenance Note | |
| » Data Presentation Form | Image (digital) |
| • Entity Attribute Overview |
This dataset consists of several products associated with the IR and RGB imagery collected during flights 4, 5, 6 and 7 from our 2019 surveys. |
| Entity Attribute Detail Citation | |
| Entity Attribute Detail URL | |
| Distribution Liability |
While every effort has been made to ensure that these data are accurate and reliable within the limits of the current state of the art, NOAA cannot assume liability for any damages caused by any errors or omissions in the data, nor as a result of the failure of the data to function on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty. |
| Data Set Credit |
Support Roles
» At least one Distributor Org, one Metadata Contact, one Point of Contact, and one Data Steward should be listed.
| * » Support Role | Data Steward |
|---|---|
| * » Date Effective From | 2024-03-06 |
| Date Effective To | |
| Person | Koslovsky, Stacie |
| Address |
7600 Sand Point Way NE Seattle, WA 98115-6349 |
| Email Address | stacie.koslovsky@noaa.gov |
| Phone | 206-526-6433 |
| Fax | |
| Mobile | |
| URL | |
| Business Hours | |
| Contact Instructions |
| * » Support Role | Distributor |
|---|---|
| * » Date Effective From | 2015-11-01 |
| Date Effective To | |
| Organization | Alaska Fisheries Science Center (AFSC) |
| Address |
7600 Sand Point Way N.E., Building 4 Seattle, WA 98115 USA |
| Email Address | afsc.webmaster@noaa.gov |
| Phone | (206) 526-4000 |
| Fax | (206) 526-4004 |
| Mobile | |
| URL | https://www.fisheries.noaa.gov/about/alaska-fisheries-science-center |
| Business Hours | 0700-1700 Pacific Time |
| Contact Instructions |
| * » Support Role | Metadata Contact |
|---|---|
| * » Date Effective From | 2024-03-06 |
| Date Effective To | |
| Person | Koslovsky, Stacie |
| Address |
7600 Sand Point Way NE Seattle, WA 98115-6349 |
| Email Address | stacie.koslovsky@noaa.gov |
| Phone | 206-526-6433 |
| Fax | |
| Mobile | |
| URL | |
| Business Hours | |
| Contact Instructions |
| * » Support Role | Originator |
|---|---|
| * » Date Effective From | 2015-11-01 |
| Date Effective To | |
| Organization | Alaska Fisheries Science Center (AFSC) |
| Address |
7600 Sand Point Way N.E., Building 4 Seattle, WA 98115 USA |
| Email Address | afsc.webmaster@noaa.gov |
| Phone | (206) 526-4000 |
| Fax | (206) 526-4004 |
| Mobile | |
| URL | https://www.fisheries.noaa.gov/about/alaska-fisheries-science-center |
| Business Hours | 0700-1700 Pacific Time |
| Contact Instructions |
| * » Support Role | Point of Contact |
|---|---|
| * » Date Effective From | 2024-03-06 |
| Date Effective To | |
| Person | Cameron, Mike |
| Email Address | michael.cameron@noaa.gov |
| Phone | |
| Fax | |
| Mobile | |
| URL | |
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| Contact Instructions |
| * » Support Role | |
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| * Contact Instructions |
Extents
| Currentness Reference | Publication Date |
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Spatial Information
Spatial Resolution
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| Level of Detail Description |
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Spatial Representation
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| Vector Representation Used? | |
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| TIN Representation Used? | |
| Stereo Model Representation Used? | |
| Video Representation Used? |
Grid Representation
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Vector Representation
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Reference Systems
Reference System
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Horizontal Resolution |
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Vertical Resolution |
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Access Information
| Data License | |
|---|---|
| Data License URL | |
| Data License Statement | |
| * » Security Class | Unclassified |
| * Security Classification System | |
| Security Handling Description | |
| • Data Access Policy | |
| » Data Access Procedure |
Data are available for download from the Labeled Information Library of Alexandria: Biology and Conservation (LILA BC) site. |
| • » Data Access Constraints |
There are no data access constraints. |
| • Data Use Constraints |
There are no data use constraints. |
| Metadata Access Constraints | |
| Metadata Use Constraints |
Distribution Information
| Start Date | 2021 |
|---|---|
| End Date | Present |
| » Download URL | http://lila.science/datasets/noaa-arctic-seals-2019/ |
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| File Name | |
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Archive Information
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URLs
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Activity Log
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Issues
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Technical Environment
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Data Quality
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| Completeness Report | |
| Conceptual Consistency | |
| » Quality Control Procedures Employed |
Data have been reviewed for errors and gross anomalies. Known issues in the data have been corrected. |
Data Management
| » Have Resources for Management of these Data Been Identified? | |
|---|---|
| » Approximate Percentage of Budget for these Data Devoted to Data Management | |
| » Do these Data Comply with the Data Access Directive? | |
| » Is Access to the Data Limited Based on an Approved Waiver? | |
| » If Distributor (Data Hosting Service) is Needed, Please Indicate | |
| » Approximate Delay Between Data Collection and Dissemination | |
| » If Delay is Longer than Latency of Automated Processing, Indicate Under What Authority Data Access is Delayed |
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| » Actual or Planned Long-Term Data Archive Location | |
| » If World Data Center or Other, Specify | |
| » If To Be Determined, Unable to Archive, or No Archiving Intended, Explain |
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| » Approximate Delay Between Data Collection and Archiving | |
| » How Will the Data Be Protected from Accidental or Malicious Modification or Deletion Prior to Receipt by the Archive? |
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Lineage
| » Lineage Statement |
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Sources
| Citation Title | |
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| Scale Denominator |
Process Steps
| Process Step Number | |
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Acquisition Information
Instruments
| Instrument Unavailable Reason |
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| Identifier | |
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| Docucomp UUID | |
| Instrument / Gear | |
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| Description |
| Identifier | |
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Platforms
| Platform Unavailable Reason |
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Mounted Instruments |
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Mounted Instruments |
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FAQs
| Date | |
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Child Items
Rubric scores updated every 15m
| Score | Type | Title |
|---|---|---|
| Entity (ENT) | Homography Files | |
| Entity (ENT) | Ice Seal Detections | |
| Entity (ENT) | Image Footprints | |
| Entity (ENT) | Test Flight Imagery | |
Related Items
| Item Type | Relationship Type | Title |
|---|---|---|
Catalog Details
| Catalog Item ID | 63322 |
|---|---|
| Metadata Record Created By | Stacie Koslovsky |
| Metadata Record Created | 2020-12-16 22:25+0000 |
| Metadata Record Last Modified By | Cynthia Christman |
| » Metadata Record Last Modified | 2024-04-17 22:36+0000 |
| Metadata Record Published | 2024-04-03 |
| Owner Org | AFSC |
| Metadata Publication Status | Published Externally |
| Do Not Publish? | N |
| Metadata Workflow State | Published / External |
| Metadata Last Review Date | 2021-03-08 |
| Metadata Review Frequency | 1 Year |
| Metadata Next Review Date | 2022-03-08 |
| Tags |
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