Forecasting of Alexandrium catenella algal blooms for the estuary and gulf of St. Lawrence, eastern Canada

🖥️ Model output data 🔗 Web application algue toxique

Context

Toxic algal blooms can result in significant socioeconomic consequences for affected regions. The increased risk of marine predator mortality (Starr et al., 2017) and preventative closures of shellfish farming sites can severely affect human populations in these regions. Yet, the frequency and geographic extent of toxic algae appear to be changing in several world regions (Gobler, 2020). Climate change is thought to be partly responsible for the perceived increase, and several studies show that toxic algae are sensitive to precipitation and runoff, as well as oceanographic conditions such as salinity and water temperature (Weise et al., 2002; Fauchot et al., 2005; Starr et al., 2017).

In this context, a research program aimed at developing empirical models to predict toxic algal blooms was initiated at the Maurice Lamontagne Institute (Fisheries and Oceans Canada), under the supervision of Michel Starr (Ph.D.), Joël Chassé (Ph.D.), Aude Boivin-Rioux (MSc) and Denis Lefaivre (Ph.D.).

Data produced

The first output of the program is the bloom risk prediction model of the toxic alga Alexandrium catenella. The predictions are updated every six hours and allow to visualize the bloom risk for the next 48 hours. The results of the model are available:

  • On ERDDAP
    • a gridded time series of the bloom risks for the next 24 hours after the forecast time emitted every 6 hours since May 2022
    • a gridded time series of the bloom risks 25 to 48 hours after the forecast time emitted every 6 hours since May 2022
    • a time series of the bloom risks for the next 24 hours spatially averaged by selected regions and emitted every 6 hours since May 2022
  • On the web application algue-toxique, temporal series of prediction for the selected region(s) and the prediction map from 1-24h and 25-48h.

Forecasts from this first operational Canadian Alexandrium model are made available to federal and provincial government regulatory agencies (e.g. Fisheries and Oceans Canada, Canadian Food Inspection Agency, Ministry of Agriculture, Fisheries and Food), as well as to the aquaculture industry, municipalities, and local populations that depend primarily on marine resources for their livelihood.

Method used

An extensive analysis of data collected between 1994 and 2017 on the east coast of the Atlantic by Fisheries and Oceans Canada's harmful algae monitoring program was conducted to develop the empirical A. catenella prediction model (Generalized additive mixed model - GAMM) of the probability of A. catenella blooms based on oceanographic conditions. The model is described in more detail in Boivin-Rioux et al. (2021) and in the data dictionary. This model was then coupled to Environment and Climate Change's operational weather and ocean forecasting system for eastern Canada (CIOPS-E) to produce maps of A. catenella bloom occurrence risk 0 to 48 hours in advance, on a scale from 0 (least probable) to 100 (most probable). The model uses sea surface temperature and sea surface salinity data to produce forecasts. Summary statistics for historical forecasts for daily, weekly and monthly periods are also available.

Access and Use

Licence: government-open-license-canada

Data and Resources

Citation

Keywords

Dataset extent

Map data © OpenStreetMap contributors

Metadata Reference Date(s) June 01, 2022 (Publication)
June 07, 2022 (Revision)
Dataset Reference Date(s) May 15, 2021 (Creation)
May 10, 2022 (Publication)
Frequency of Update As Needed

Responsible Party 1
Name
Aude Boivin-Rioux
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
aude.boivin-rioux@dfo-mpo.gc.ca
Role
  • Author
  • Custodian
  • Distributor
  • Owner
Responsible Party 2
Name
Michel Starr
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
michel.starr@dfo-mpo.gc.ca
Role
  • Distributor
  • Owner
  • Principal Investigator
  • Co Author
Responsible Party 3
Name
Joël Chassé
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
Joel.Chasse@dfo-mpo.gc.ca
Role
  • Principal Investigator
  • Co Author
Responsible Party 4
Name
Adam
Affiliation
Fisheries and Oceans Canada (Bedford Institute of Oceanography)
Email
adam.drozdowski@dfo-mpo.gc.ca
Role
  • Custodian
  • Co Author
Responsible Party 5
Name
Denis Lefaivre
Affiliation
Fisheries and Oceans Canada
Email
denis.lefaivre@dfo-mpo.gc.ca
Role
  • Principal Investigator
  • Co Author
Responsible Party 6
Affiliation
Institut Maurice-Lamontagne - Fisheries and Oceans Canada
Email
info@dfo-mpo.gc.ca
Role
  • Distributor
  • Owner

Field Value
Title Forecasting of Alexandrium catenella algal blooms for the estuary and gulf of St. Lawrence, eastern Canada
Description

🖥️ Model output data 🔗 Web application algue toxique

Context

Toxic algal blooms can result in significant socioeconomic consequences for affected regions. The increased risk of marine predator mortality (Starr et al., 2017) and preventative closures of shellfish farming sites can severely affect human populations in these regions. Yet, the frequency and geographic extent of toxic algae appear to be changing in several world regions (Gobler, 2020). Climate change is thought to be partly responsible for the perceived increase, and several studies show that toxic algae are sensitive to precipitation and runoff, as well as oceanographic conditions such as salinity and water temperature (Weise et al., 2002; Fauchot et al., 2005; Starr et al., 2017).

In this context, a research program aimed at developing empirical models to predict toxic algal blooms was initiated at the Maurice Lamontagne Institute (Fisheries and Oceans Canada), under the supervision of Michel Starr (Ph.D.), Joël Chassé (Ph.D.), Aude Boivin-Rioux (MSc) and Denis Lefaivre (Ph.D.).

Data produced

The first output of the program is the bloom risk prediction model of the toxic alga Alexandrium catenella. The predictions are updated every six hours and allow to visualize the bloom risk for the next 48 hours. The results of the model are available:

  • On ERDDAP
    • a gridded time series of the bloom risks for the next 24 hours after the forecast time emitted every 6 hours since May 2022
    • a gridded time series of the bloom risks 25 to 48 hours after the forecast time emitted every 6 hours since May 2022
    • a time series of the bloom risks for the next 24 hours spatially averaged by selected regions and emitted every 6 hours since May 2022
  • On the web application algue-toxique, temporal series of prediction for the selected region(s) and the prediction map from 1-24h and 25-48h.

Forecasts from this first operational Canadian Alexandrium model are made available to federal and provincial government regulatory agencies (e.g. Fisheries and Oceans Canada, Canadian Food Inspection Agency, Ministry of Agriculture, Fisheries and Food), as well as to the aquaculture industry, municipalities, and local populations that depend primarily on marine resources for their livelihood.

Method used

An extensive analysis of data collected between 1994 and 2017 on the east coast of the Atlantic by Fisheries and Oceans Canada's harmful algae monitoring program was conducted to develop the empirical A. catenella prediction model (Generalized additive mixed model - GAMM) of the probability of A. catenella blooms based on oceanographic conditions. The model is described in more detail in Boivin-Rioux et al. (2021) and in the data dictionary. This model was then coupled to Environment and Climate Change's operational weather and ocean forecasting system for eastern Canada (CIOPS-E) to produce maps of A. catenella bloom occurrence risk 0 to 48 hours in advance, on a scale from 0 (least probable) to 100 (most probable). The model uses sea surface temperature and sea surface salinity data to produce forecasts. Summary statistics for historical forecasts for daily, weekly and monthly periods are also available.

Keywords
Ocean Variables
  • Phytoplankton biomass and diversity
  • Other
Citation

[{\"type\": \"dataset\", \"id\": \"ca.cioos_c97f064f-23f4-4918-b35e-7a232f3c3a28\", \"author\": [{\"given\": \"Aude\", \"family\": \"Boivin-Rioux\"}, {\"given\": \"Michel\", \"family\": \"Starr\"}, {\"given\": \"Jo\u00ebl\", \"family\": \"Chass\u00e9\"}, {\"given\": \"\", \"family\": \"Adam\"}, {\"given\": \"Denis\", \"family\": \"Lefaivre\"}, {\"literal\": \"Institut Maurice-Lamontagne - Fisheries and Oceans Canada\"}], \"issued\": [{\"date-parts\": [\"2022\", \"05\", \"10\"]}], \"abstract\": \"\ud83d\udda5\ufe0f Model output data\n\ud83d\udd17 Web application algue toxique\n\n### Context\n\nToxic algal blooms can result in significant socioeconomic consequences for affected regions. The increased risk of marine predator mortality (Starr et al., 2017) and preventative closures of shellfish farming sites can severely affect human populations in these regions. Yet, the frequency and geographic extent of toxic algae appear to be changing in several world regions (Gobler, 2020). Climate change is thought to be partly responsible for the perceived increase, and several studies show that toxic algae are sensitive to precipitation and runoff, as well as oceanographic conditions such as salinity and water temperature (Weise et al., 2002; Fauchot et al., 2005; Starr et al., 2017).\n\n\nIn this context, a research program aimed at developing empirical models to predict toxic algal blooms was initiated at the Maurice Lamontagne Institute (Fisheries and Oceans Canada), under the supervision of Michel Starr (Ph.D.), Jo\u00ebl Chass\u00e9 (Ph.D.), Aude Boivin-Rioux (MSc) and Denis Lefaivre (Ph.D.). \n\n\n### Data produced\n\nThe first output of the program is the bloom risk prediction model of the toxic alga Alexandrium catenella. The predictions are updated every six hours and allow to visualize the bloom risk for the next 48 hours. The results of the model are available:\n\n- On ERDDAP\n - a gridded time series of the bloom risks for the next 24 hours after the forecast time emitted every 6 hours since May 2022\n - a gridded time series of the bloom risks 25 to 48 hours after the forecast time emitted every 6 hours since May 2022\n - a time series of the bloom risks for the next 24 hours spatially averaged by selected regions and emitted every 6 hours since May 2022\n- On the web application algue-toxique, temporal series of prediction for the selected region(s) and the prediction map from 1-24h and 25-48h. \n\nForecasts from this first operational Canadian Alexandrium model are made available to federal and provincial government regulatory agencies (e.g. Fisheries and Oceans Canada, Canadian Food Inspection Agency, Ministry of Agriculture, Fisheries and Food), as well as to the aquaculture industry, municipalities, and local populations that depend primarily on marine resources for their livelihood. \n\n\n### Method used\n\nAn extensive analysis of data collected between 1994 and 2017 on the east coast of the Atlantic by Fisheries and Oceans Canada's harmful algae monitoring program was conducted to develop the empirical A. catenella prediction model (Generalized additive mixed model - GAMM) of the probability of A. catenella blooms based on oceanographic conditions. The model is described in more detail in Boivin-Rioux et al. (2021) and in the data dictionary. This model was then coupled to Environment and Climate Change's operational weather and ocean forecasting system for eastern Canada (CIOPS-E) to produce maps of A. catenella bloom occurrence risk 0 to 48 hours in advance, on a scale from 0 (least probable) to 100 (most probable). The model uses sea surface temperature and sea surface salinity data to produce forecasts. Summary statistics for historical forecasts for daily, weekly and monthly periods are also available.\", \"edition\": \"\", \"edition-date\": \"\", \"publisher\": \"\", \"title\": \"Forecasting of Alexandrium catenella algal blooms for the estuary and gulf of St. Lawrence, eastern Canada\", \"language\": \"en\", \"URL\": \"https://catalogue.ogsl.ca/dataset/ca-cioos_c97f064f-23f4-4918-b35e-7a232f3c3a28?local=en\"}]

Scope Dataset
Status On Going
Metadata Dates
Metadata Date 1
Date
2022-06-01
Type
Publication
Metadata Date 2
Date
2022-06-07
Type
Revision
Resource Dates
Resource Date 1
Date
2021-05-15
Type
Creation
Resource Date 2
Date
2022-05-10
Type
Publication
Maintenance and update frequency As Needed
Maintenance Note Generated from https://cioos-siooc.github.io/metadata-entry-form
Point of Contact
Point of Contact 1
Name
Aude Boivin-Rioux
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
aude.boivin-rioux@dfo-mpo.gc.ca
Role
Custodian
Point of Contact 2
Name
Adam
Affiliation
Fisheries and Oceans Canada (Bedford Institute of Oceanography)
Email
adam.drozdowski@dfo-mpo.gc.ca
Role
Custodian
Responsible Party
Responsible Party 1
Name
Aude Boivin-Rioux
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
aude.boivin-rioux@dfo-mpo.gc.ca
Role
  • Author
  • Owner
Responsible Party 2
Name
Michel Starr
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
michel.starr@dfo-mpo.gc.ca
Role
  • Owner
  • Principal Investigator
  • Co Author
Responsible Party 3
Name
Joël Chassé
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
Joel.Chasse@dfo-mpo.gc.ca
Role
  • Principal Investigator
  • Co Author
Responsible Party 4
Name
Adam
Affiliation
Fisheries and Oceans Canada (Bedford Institute of Oceanography)
Email
adam.drozdowski@dfo-mpo.gc.ca
Role
Co Author
Responsible Party 5
Name
Denis Lefaivre
Affiliation
Fisheries and Oceans Canada
Email
denis.lefaivre@dfo-mpo.gc.ca
Role
  • Principal Investigator
  • Co Author
Responsible Party 6
Affiliation
Institut Maurice-Lamontagne - Fisheries and Oceans Canada
Email
info@dfo-mpo.gc.ca
Role
Owner
Distributor
Distributor 1
Name
Aude Boivin-Rioux
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
aude.boivin-rioux@dfo-mpo.gc.ca
Role
Distributor
Distributor 2
Name
Michel Starr
Affiliation
Fisheries and Oceans Canada (Maurice-Lamontagne Institute)
Email
michel.starr@dfo-mpo.gc.ca
Role
Distributor
Distributor 3
Affiliation
Institut Maurice-Lamontagne - Fisheries and Oceans Canada
Email
info@dfo-mpo.gc.ca
Role
Distributor
Spatial Extent { "coordinates": [ [ [ -71.38, 47.11 ], [ -70.93, 46.51 ], [ -71.1, 43.26 ], [ -37.05, 40.44 ], [ -37.58, 55.14 ], [ -56.38, 53.35 ], [ -61.09, 50.78 ], [ -65.48, 50.76 ], [ -69.48, 49.2 ], [ -71.98, 47.57 ], [ -71.38, 47.11 ] ] ], "type": "Polygon" }
North Bounding Latitude 40.44
South Bounding Latitude 55.14
East Bounding Longitude -37.05
West Bounding Longitude -71.98
Temporal Extent
Begin
2021-05-15
Vertical Extent
Min
0.0
Max
0.0
Default Locale English
XML Metadata File Location https://catalogue-waf.ogsl.ca/metadata-files/mpo/c97f064f-23f4-4918-b35e-7a232f3c3a28.xml
External Harvest Document Content <mdb:MD_Metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://standards.iso.org/iso/19115/-3/mdb/2.0 https://standards.iso.org/iso/19115/-3/mds/2.0/mds.xsd" xmlns:gml="http://www.opengis.net/gml/3.2" xmlns:mpc="http://standards.iso.org/iso/19115/-3/mpc/1.0" xmlns:mri="http://standards.iso.org/iso/19115/-3/mri/1.0" xmlns:mrl="http://standards.iso.org/iso/19115/-3/mrl/2.0" xmlns:mmi="http://standards.iso.org/iso/19115/-3/mmi/1.0" xmlns:mdb="http://standards.iso.org/iso/19115/-3/mdb/2.0" xmlns:mcc="http://standards.iso.org/iso/19115/-3/mcc/1.0" xmlns:msr="http://standards.iso.org/iso/19115/-3/msr/2.0" xmlns:mac="http://standards.iso.org/iso/19115/-3/mac/2.0" xmlns:cit="http://standards.iso.org/iso/19115/-3/cit/2.0" xmlns:mrs="http://standards.iso.org/iso/19115/-3/mrs/1.0" xmlns:gco="http://standards.iso.org/iso/19115/-3/gco/1.0" xmlns:lan="http://standards.iso.org/iso/19115/-3/lan/1.0" xmlns:mco="http://standards.iso.org/iso/19115/-3/mco/1.0" xmlns:gex="http://standards.iso.org/iso/19115/-3/gex/1.0" xmlns:mdq="http://standards.iso.org/iso/19157/-2/mdq/1.0" xmlns:mas="http://standards.iso.org/iso/19115/-3/mas/1.0" xmlns:mrd="http://standards.iso.org/iso/19115/-3/mrd/1.0" xmlns:mrc="http://standards.iso.org/iso/19115/-3/mrc/2.0" xmlns:xlink="http://www.w3.org/1999/xlink"> <mdb:metadataIdentifier> <mcc:MD_Identifier> <mcc:authority> <cit:CI_Citation> <cit:title> <gco:CharacterString>ca.cioos</gco:CharacterString> </cit:title> </cit:CI_Citation> </mcc:authority> <mcc:code> <gco:CharacterString>c97f064f-23f4-4918-b35e-7a232f3c3a28</gco:CharacterString> </mcc:code> </mcc:MD_Identifier> </mdb:metadataIdentifier> <mdb:defaultLocale> <lan:PT_Locale> <lan:language> <lan:LanguageCode codeList="http://standards.iso.org/iso/19115/resources/Codelist/lan/LanguageCode.xml" codeListValue="eng"></lan:LanguageCode> </lan:language> <lan:country> <lan:CountryCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml" codeListValue="CAN"></lan:CountryCode> </lan:country> <lan:characterEncoding> <lan:MD_CharacterSetCode codeList="http://standards.iso.org/iso/19115/resources/Codelist/lan/CharacterSetCode.xml" codeListValue="utf8" /> </lan:characterEncoding> </lan:PT_Locale> </mdb:defaultLocale> <mdb:metadataScope> <mdb:MD_MetadataScope> <mdb:resourceScope> <mcc:MD_ScopeCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#MD_ScopeCode" codeListValue="dataset" /> </mdb:resourceScope> </mdb:MD_MetadataScope> </mdb:metadataScope> <mdb:contact> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="custodian"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Aude Boivin-Rioux</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>aude.boivin-rioux@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Aquatic Sciences Technician</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </mdb:contact> <mdb:contact> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="custodian"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Bedford Institute of Oceanography)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>1 Challenger Drive</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Dartmouth</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Adam</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>adam.drozdowski@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Drozdowski</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </mdb:contact> <mdb:dateInfo> <cit:CI_Date> <cit:date> <gco:DateTime>2022-06-07T19:25:06.915Z</gco:DateTime> </cit:date> <cit:dateType> <cit:CI_DateTypeCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_DateTypeCode" codeListValue="revision">revision</cit:CI_DateTypeCode> </cit:dateType> </cit:CI_Date> </mdb:dateInfo> <mdb:dateInfo> <cit:CI_Date> <cit:date> <gco:Date>2022-06-01</gco:Date> </cit:date> <cit:dateType> <cit:CI_DateTypeCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_DateTypeCode" codeListValue="publication">publication</cit:CI_DateTypeCode> </cit:dateType> </cit:CI_Date> </mdb:dateInfo> <mdb:metadataStandard> <cit:CI_Citation> <cit:title> <gco:CharacterString>ISO 19115-1 Geographic information - Metadata</gco:CharacterString> </cit:title> <cit:edition> <gco:CharacterString>First Edition 2014-04-01</gco:CharacterString> </cit:edition> </cit:CI_Citation> </mdb:metadataStandard> <mdb:metadataStandard> <cit:CI_Citation> <cit:title> <gco:CharacterString>ISO 19115-2 Geographic information - Metadata</gco:CharacterString> </cit:title> <cit:edition> <gco:CharacterString>Second Edition 2019-01</gco:CharacterString> </cit:edition> </cit:CI_Citation> </mdb:metadataStandard> <mdb:metadataStandard> <cit:CI_Citation> <cit:title> <gco:CharacterString>ISO 19115-1 Geographic Information - Metadata Amendment 1</gco:CharacterString> </cit:title> <cit:edition> <gco:CharacterString>2018-02</gco:CharacterString> </cit:edition> </cit:CI_Citation> </mdb:metadataStandard> <mdb:metadataProfile> <cit:CI_Citation> <cit:title> <gco:CharacterString>Canadian Integrated Ocean Observing System Metadata Profile of ISO 19115</gco:CharacterString> </cit:title> <cit:date> <cit:CI_Date> <cit:date> <gco:Date>2019-11-06</gco:Date> </cit:date> <cit:dateType> <cit:CI_DateTypeCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_DateTypeCode" codeListValue="publication">publication</cit:CI_DateTypeCode> </cit:dateType> </cit:CI_Date> </cit:date> </cit:CI_Citation> </mdb:metadataProfile> <mdb:otherLocale> <lan:PT_Locale> <lan:language> <lan:LanguageCode codeList="http://standards.iso.org/iso/19115/resources/Codelist/lan/LanguageCode.xml" codeListValue="fra"></lan:LanguageCode> </lan:language> <lan:country> <lan:CountryCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml" codeListValue="CAN"></lan:CountryCode> </lan:country> <lan:characterEncoding> <lan:MD_CharacterSetCode codeList="http://standards.iso.org/iso/19115/resources/Codelist/lan/CharacterSetCode.xml" codeListValue="utf8" /> </lan:characterEncoding> </lan:PT_Locale> </mdb:otherLocale> <mdb:otherLocale> <lan:PT_Locale> <lan:language> <lan:LanguageCode codeList="http://standards.iso.org/iso/19115/resources/Codelist/lan/LanguageCode.xml" codeListValue="eng"></lan:LanguageCode> </lan:language> <lan:country> <lan:CountryCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml" codeListValue="CAN"></lan:CountryCode> </lan:country> <lan:characterEncoding> <lan:MD_CharacterSetCode codeList="http://standards.iso.org/iso/19115/resources/Codelist/lan/CharacterSetCode.xml" codeListValue="utf8" /> </lan:characterEncoding> </lan:PT_Locale> </mdb:otherLocale> <mdb:identificationInfo> <mri:MD_DataIdentification> <mri:citation> <cit:CI_Citation> <cit:title xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>Forecasting of Alexandrium catenella algal blooms for the estuary and gulf of St. Lawrence, eastern Canada</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Prévisions de floraison de l’algue toxique Alexandrium catenella dans le golfe et l&#39;estuaire du Saint-Laurent, côte est canadienne</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </cit:title> <cit:date> <cit:CI_Date> <cit:date> <gco:Date>2021-05-15</gco:Date> </cit:date> <cit:dateType> <cit:CI_DateTypeCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_DateTypeCode" codeListValue="creation">creation</cit:CI_DateTypeCode> </cit:dateType> </cit:CI_Date> </cit:date> <cit:date> <cit:CI_Date> <cit:date> <gco:Date>2022-05-10</gco:Date> </cit:date> <cit:dateType> <cit:CI_DateTypeCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_DateTypeCode" codeListValue="publication">publication</cit:CI_DateTypeCode> </cit:dateType> </cit:CI_Date> </cit:date> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="owner"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Aude Boivin-Rioux</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>aude.boivin-rioux@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Aquatic Sciences Technician</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="author"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Aude Boivin-Rioux</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>aude.boivin-rioux@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Aquatic Sciences Technician</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="owner"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Michel Starr</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>michel.starr@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="coAuthor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Michel Starr</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>michel.starr@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="principalInvestigator"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Michel Starr</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>michel.starr@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="principalInvestigator"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Joël Chassé</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>Joel.Chasse@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="coAuthor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Joël Chassé</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>Joel.Chasse@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="coAuthor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Bedford Institute of Oceanography)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>1 Challenger Drive</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Dartmouth</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Adam</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>adam.drozdowski@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Drozdowski</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="coAuthor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Denis Lefaivre</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>denis.lefaivre@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="principalInvestigator"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Denis Lefaivre</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>denis.lefaivre@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> <cit:citedResponsibleParty> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="owner"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Institut Maurice-Lamontagne - Fisheries and Oceans Canada</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Mont-Joli</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>info@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </cit:citedResponsibleParty> </cit:CI_Citation> </mri:citation> <mri:abstract xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>🖥️ `Model output data` 🔗 [Web application algue toxique](https://algues-toxiques.ogsl.ca/) ### Context Toxic algal blooms can result in significant socioeconomic consequences for affected regions. The increased risk of marine predator mortality (Starr et al., 2017) and preventative closures of shellfish farming sites can severely affect human populations in these regions. Yet, the frequency and geographic extent of toxic algae appear to be changing in several world regions (Gobler, 2020). Climate change is thought to be partly responsible for the perceived increase, and several studies show that toxic algae are sensitive to precipitation and runoff, as well as oceanographic conditions such as salinity and water temperature (Weise et al., 2002; Fauchot et al., 2005; Starr et al., 2017). In this context, a research program aimed at developing empirical models to predict toxic algal blooms was initiated at the Maurice Lamontagne Institute (Fisheries and Oceans Canada), under the supervision of Michel Starr (Ph.D.), Joël Chassé (Ph.D.), [Aude Boivin-Rioux (MSc)](https://orcid.org/0000-0001-7347-060X) and [Denis Lefaivre (Ph.D.)](https://orcid.org/0000-0001-9374-1569). ### Data produced The first output of the program is the ** bloom risk prediction model of the toxic alga** ***Alexandrium catenella***. The predictions are updated every six hours and allow to visualize the bloom risk for the next 48 hours. The results of the model are available: - On ERDDAP - a gridded time series of the bloom risks for the next 24 hours after the forecast time emitted every 6 hours since May 2022 - a gridded time series of the bloom risks 25 to 48 hours after the forecast time emitted every 6 hours since May 2022 - a time series of the bloom risks for the next 24 hours spatially averaged by selected regions and emitted every 6 hours since May 2022 - On the [web application algue-toxique](https://algues-toxiques.ogsl.ca/), temporal series of prediction for the selected region(s) and the prediction map from 1-24h and 25-48h. Forecasts from this first operational Canadian *Alexandrium* model are made available to federal and provincial government regulatory agencies (e.g. Fisheries and Oceans Canada, Canadian Food Inspection Agency, Ministry of Agriculture, Fisheries and Food), as well as to the aquaculture industry, municipalities, and local populations that depend primarily on marine resources for their livelihood. ### Method used An extensive analysis of data collected between 1994 and 2017 on the east coast of the Atlantic by Fisheries and Oceans Canada&#39;s harmful algae monitoring program was conducted to develop the empirical *A. catenella* prediction model (Generalized additive mixed model - GAMM) of the probability of *A. catenella* blooms based on oceanographic conditions. The model is described in more detail in [Boivin-Rioux et al. (2021)](https://www.frontiersin.org/articles/10.3389/fmars.2020.608021/full) and in the data dictionary. This model was then coupled to Environment and Climate Change&#39;s operational weather and ocean forecasting system for eastern Canada (CIOPS-E) to produce maps of *A. catenella* bloom occurrence risk 0 to 48 hours in advance, on a scale from 0 (least probable) to 100 (most probable). The model uses sea surface temperature and sea surface salinity data to produce forecasts. Summary statistics for historical forecasts for daily, weekly and monthly periods are also available.</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">🖥️ `Données de sortie de modèle` 🔗 [Application web algue toxique](https://algues-toxiques.ogsl.ca/) ### Contexte Les floraisons d’algues toxiques peuvent entraîner des conséquences socioéconomiques importantes pour les régions touchées. En effet, le risque accru de mortalité de prédateurs marins (Starr et al., 2017) ainsi que les fermetures préventives de sites d’élevage de coquillages peuvent affecter durement les populations humaines de ces régions. Or, la fréquence et l’étendue géographique des algues toxiques semblent changer dans plusieurs régions du monde (Gobler, 2020). Les changements climatiques seraient une des causes de l’augmentation perçue, et plusieurs études démontrent que les algues toxiques sont sensibles aux précipitations et au ruissellement, ainsi qu’aux conditions océanographiques telles que la salinité et la température de l’eau (Weise et al., 2002; Fauchot et al., 2005; Starr et al., 2017). Dans ce contexte, un programme de recherche visant à développer des modèles empiriques de prévisions des floraisons d’algues toxiques a vu le jour à l’Institut Maurice-Lamontagne (Pêches et Océans Canada), sous la supervision de Michel Starr (PhD), Joël Chassé (PhD), [Aude Boivin-Rioux (MSc)](https://orcid.org/0000-0001-7347-060X) et [Denis Lefaivre (PhD)](https://orcid.org/0000-0001-9374-1569). ### Données produites Le premier résultat du programme est le **modèle de prévision du risque de floraison de l’algue toxique** ***Alexandrium catenella***. Les prévisions sont mises à jour aux six heures, et permettent de visualiser le risque de floraison pour les prochaines 48 heures. Les résultats du modèle sont disponibles sous deux formes: - Sur ERDDAP: - série temporelle des prédictions de risque de floraison pour les 24 heures suivant l&#39;heure de prédiction émisent toutes les 6 heures depuis le mois de mai 2022 - série temporelle des prédictions de risque de floraison pour les 25 à 48 heures suivant l&#39;heure de prédiction émisent toutes les 6 heures depuis le mois de mai 2022 - série temporelle des moyennes spatiales par région basées sur les prédictions de risque de floraison pour les 24 heures suivant l&#39;heure de prédiction émisent toutes les 6 heures depuis le mois de mai 2022 - Sur [l&#39;application web algue-toxique](https://algues-toxiques.ogsl.ca), les séries temporelles pour une région selectionnée et la carte générale de prédiction de 1-24h et 25-48h Ainsi, les prévisions de ce premier modèle canadien opérationnel d’*Alexandrium* sont rendues accessibles aussi bien aux organismes de réglementation des gouvernements fédéral et provinciaux (p. ex. Pêches et Océans Canada, l&#39;Agence Canadienne d’Inspection des Aliments, le ministère de l&#39;Agriculture, des Pêcheries et de l&#39;Alimentation), qu’aux industries aquacoles, ainsi qu&#39;aux municipalités et aux populations locales qui dépendent principalement des ressources marines pour leur subsistance. ### Méthode utilisée L&#39;analyse approfondie des données recueillies entre 1994 et 2017 sur la côte est de l&#39;Atlantique dans le cadre des programmes de surveillance des algues nuisibles dePêche et Océans Canada a permis d&#39;élaborer le modèle empirique d’*A. catenella* (modèle mixte additif généralisé - GAMM) qui permet de prédire la probabilité de floraison de cette espèce en fonction des conditions océanographiques. Le modèle est décrit plus en détails dans [Boivin-Rioux et al. (2021)](https://www.frontiersin.org/articles/10.3389/fmars.2020.608021/full) et dans le dictionnaire de données. Ce modèle a été par la suite couplé au système de prévisions météorologique et océanique opérationnel d’Environnement et Changements Climatiques pour l’est du Canada (CIOPS-E) afin de produire des cartes de risque de floraison d’*A. catenella* de 0 à 48 heures d’avance, sur une échelle de 0 (peu probable) à 100 (hautement probable). Le modèle utilise les données de température et de salinité de surface afin de calculer les prévisions. Des statistiques résumées concernant les prévisions historiques, sur des périodes journalière, hebdomadaire et mensuelle sont également disponibles.</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:abstract> <mri:credit> <gco:CharacterString></gco:CharacterString> </mri:credit> <mri:status> <mcc:MD_ProgressCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#MD_ProgressCode" codeListValue="onGoing"></mcc:MD_ProgressCode> </mri:status> <mri:topicCategory> <mri:MD_TopicCategoryCode>oceans</mri:MD_TopicCategoryCode> </mri:topicCategory> <mri:extent> <gex:EX_Extent> <gex:geographicElement> <gex:EX_BoundingPolygon> <gex:extentTypeCode> <gco:Boolean>true</gco:Boolean> </gex:extentTypeCode> <gex:polygon> <gml:Polygon gml:id="a1"> <gml:exterior> <gml:LinearRing> <gml:coordinates>-71.38,47.11 -70.93,46.51 -71.10,43.26 -37.05,40.44 -37.58,55.14 -56.38,53.35 -61.09,50.78 -65.48,50.76 -69.48,49.20 -71.98,47.57 -71.38,47.11</gml:coordinates> </gml:LinearRing> </gml:exterior> </gml:Polygon> </gex:polygon> </gex:EX_BoundingPolygon> </gex:geographicElement> </gex:EX_Extent> </mri:extent> <mri:extent> <gex:EX_Extent> <gex:verticalElement> <gex:EX_VerticalExtent> <gex:minimumValue> <gco:Real>0.0</gco:Real> </gex:minimumValue> <gex:maximumValue> <gco:Real>0.0</gco:Real> </gex:maximumValue> <gex:verticalCRSId> <mrs:MD_ReferenceSystem> <mrs:referenceSystemIdentifier> <mcc:MD_Identifier> <mcc:code> <gco:CharacterString>5831</gco:CharacterString> </mcc:code> <mcc:codeSpace> <gco:CharacterString>EPSG</gco:CharacterString> </mcc:codeSpace> <mcc:version> <gco:CharacterString>2012-08-10</gco:CharacterString> </mcc:version> <mcc:description> <gco:CharacterString>EPSG::5831 - Instantaneous Water Level depth - Depth relative to instantaneous water level uncorrected for tide. Not specific to any location or epoch.</gco:CharacterString> </mcc:description> </mcc:MD_Identifier> </mrs:referenceSystemIdentifier> <mrs:referenceSystemType> <mrs:MD_ReferenceSystemTypeCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#MD_ReferenceSystemTypeCode" codeListValue="vertical">vertical</mrs:MD_ReferenceSystemTypeCode> </mrs:referenceSystemType> </mrs:MD_ReferenceSystem> </gex:verticalCRSId> <gex:verticalCRS xlink:href="http://www.epsg-registry.org/export.htm?gml=urn:ogc:def:crs:EPSG::5831" xlink:title="instantaneous water level depth" xlink:actuate="onRequest" /> </gex:EX_VerticalExtent> </gex:verticalElement> </gex:EX_Extent> </mri:extent> <mri:extent> <gex:EX_Extent> <gex:temporalElement> <gex:EX_TemporalExtent> <gex:extent> <gml:TimePeriod gml:id="time_period"> <gml:beginPosition>2021-05-15T16:00:00.000Z</gml:beginPosition> <gml:endPosition indeterminatePosition="now" /> </gml:TimePeriod> </gex:extent> </gex:EX_TemporalExtent> </gex:temporalElement> </gex:EX_Extent> </mri:extent> <mri:resourceMaintenance> <mmi:MD_MaintenanceInformation> <mmi:maintenanceAndUpdateFrequency> <mmi:MD_MaintenanceFrequencyCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded">asNeeded</mmi:MD_MaintenanceFrequencyCode> </mmi:maintenanceAndUpdateFrequency> <mmi:maintenanceNote> <gco:CharacterString>Generated from https://cioos-siooc.github.io/metadata-entry-form</gco:CharacterString> </mmi:maintenanceNote> </mmi:MD_MaintenanceInformation> </mri:resourceMaintenance> <mri:descriptiveKeywords> <mri:MD_Keywords> <mri:keyword> <gco:CharacterString>Oceans</gco:CharacterString> </mri:keyword> <mri:thesaurusName> <cit:CI_Citation> <cit:title> <gco:CharacterString>Government of Canada Core Subject Thesaurus</gco:CharacterString> </cit:title> <cit:date> <cit:CI_Date> <cit:date> <gco:Date>2016-10-13</gco:Date> </cit:date> <cit:dateType> <cit:CI_DateTypeCode codeList="http://wiki.esipfed.org/index.php/ISO_19115-3_Codelists#CI_DateTypeCode" codeListValue="revision"/> </cit:dateType> </cit:CI_Date> </cit:date> <cit:edition> <gco:CharacterString>N/A</gco:CharacterString> </cit:edition> </cit:CI_Citation> </mri:thesaurusName> </mri:MD_Keywords> </mri:descriptiveKeywords> <mri:descriptiveKeywords> <mri:MD_Keywords> <mri:keyword> <gco:CharacterString>Forecasting</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>Alexandrium catenella</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>Harmful algal blooms</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>GAMM</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>Canada&#39;s east coast</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>model output</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>modelResult</gco:CharacterString> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Alexandrium catenella</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">GAMM</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Côte est du canada</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">floraison d&#39;algues toxiques</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Prévisions</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">résultat de modèle</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:thesaurusName> <cit:CI_Citation> <cit:title> <gco:CharacterString>default</gco:CharacterString> </cit:title> </cit:CI_Citation> </mri:thesaurusName> </mri:MD_Keywords> </mri:descriptiveKeywords> <mri:descriptiveKeywords> <mri:MD_Keywords> <mri:keyword> <gco:CharacterString>other</gco:CharacterString> </mri:keyword> <mri:keyword> <gco:CharacterString>phytoplanktonBiomassAndDiversity</gco:CharacterString> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Autre</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:keyword xsi:type="lan:PT_FreeText_PropertyType"> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Biomasse et diversité de phytoplancton</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mri:keyword> <mri:thesaurusName> <cit:CI_Citation> <cit:title> <gco:CharacterString>eov</gco:CharacterString> </cit:title> </cit:CI_Citation> </mri:thesaurusName> </mri:MD_Keywords> </mri:descriptiveKeywords> <mri:resourceConstraints> <mco:MD_LegalConstraints> <mco:reference> <cit:CI_Citation> <cit:title xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>Open Government Licence - Canada</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Licence du gouvernement ouvert – Canada </lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </cit:title> <cit:identifier> <mcc:MD_Identifier> <mcc:code> <gco:CharacterString>government-open-license-canada</gco:CharacterString> </mcc:code> </mcc:MD_Identifier> </cit:identifier> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://open.canada.ca/en/open-government-licence-canada</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Citation> </mco:reference> <mco:useConstraints> <mco:MD_RestrictionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#MD_RestrictionCode" codeListValue="licence" /> </mco:useConstraints> </mco:MD_LegalConstraints> </mri:resourceConstraints> <mri:resourceConstraints> <mco:MD_Constraints> <mco:useLimitation xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>Forecasts are estimates. Routine quality control has not been performed on the data. Use with caution.</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Les prévisions sont des estimations. Un contrôle de qualité routinier n&#39;a pas été effectué sur les données. Utiliser avec précautions.</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </mco:useLimitation> </mco:MD_Constraints> </mri:resourceConstraints> <mri:supplementalInformation> <gco:CharacterString></gco:CharacterString> </mri:supplementalInformation> </mri:MD_DataIdentification> </mdb:identificationInfo> <mdb:distributionInfo> <mrd:MD_Distribution> <mrd:distributor> <mrd:MD_Distributor> <mrd:distributorContact> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="distributor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Aude Boivin-Rioux</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>aude.boivin-rioux@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Aquatic Sciences Technician</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </mrd:distributorContact> </mrd:MD_Distributor> </mrd:distributor> <mrd:distributor> <mrd:MD_Distributor> <mrd:distributorContact> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="distributor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Fisheries and Oceans Canada (Maurice-Lamontagne Institute)</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Sainte-Flavie</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> <cit:individual> <cit:CI_Individual> <cit:name> <gco:CharacterString>Michel Starr</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString></gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString></gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString></gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>michel.starr@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> </cit:CI_Contact> </cit:contactInfo> <cit:positionName> <gco:CharacterString>Research Scientist</gco:CharacterString> </cit:positionName> </cit:CI_Individual> </cit:individual> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </mrd:distributorContact> </mrd:MD_Distributor> </mrd:distributor> <mrd:distributor> <mrd:MD_Distributor> <mrd:distributorContact> <cit:CI_Responsibility> <cit:role> <cit:CI_RoleCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_RoleCode" codeListValue="distributor"/> </cit:role> <cit:party> <cit:CI_Organisation> <cit:name> <gco:CharacterString>Institut Maurice-Lamontagne - Fisheries and Oceans Canada</gco:CharacterString> </cit:name> <cit:contactInfo> <cit:CI_Contact> <cit:phone> <cit:CI_Telephone> <cit:number> <gco:CharacterString></gco:CharacterString> </cit:number> </cit:CI_Telephone> </cit:phone> <cit:address> <cit:CI_Address> <cit:deliveryPoint> <gco:CharacterString>850 Rte De La Mer</gco:CharacterString> </cit:deliveryPoint> <cit:city> <gco:CharacterString>Mont-Joli</gco:CharacterString> </cit:city> <cit:country> <gco:CharacterString>Canada</gco:CharacterString> </cit:country> <cit:electronicMailAddress> <gco:CharacterString>info@dfo-mpo.gc.ca</gco:CharacterString> </cit:electronicMailAddress> </cit:CI_Address> </cit:address> <cit:onlineResource> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://www.dfo-mpo.gc.ca/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:function> <cit:CI_OnLineFunctionCode codeList="https://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#CI_OnLineFunctionCode" codeListValue="information"></cit:CI_OnLineFunctionCode> </cit:function> </cit:CI_OnlineResource> </cit:onlineResource> </cit:CI_Contact> </cit:contactInfo> </cit:CI_Organisation> </cit:party> </cit:CI_Responsibility> </mrd:distributorContact> </mrd:MD_Distributor> </mrd:distributor> <mrd:transferOptions> <mrd:MD_DigitalTransferOptions> <mrd:onLine> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://catalogue.ogsl.ca/data/mpo/ca-cioos_c97f064f-23f4-4918-b35e-7a232f3c3a28/dictionnaire_donnees.ods</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:name> <gco:CharacterString>Data dictionnary</gco:CharacterString> </cit:name> <cit:description xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>Information describing how the model was build</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">Informations décrivant la façon dont le modèle a été construit</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </cit:description> </cit:CI_OnlineResource> </mrd:onLine> </mrd:MD_DigitalTransferOptions> </mrd:transferOptions> <mrd:transferOptions> <mrd:MD_DigitalTransferOptions> <mrd:onLine> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://erddap.ogsl.ca/erddap/griddap/mpoAlguesToxiquesPred1-24.html</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:name> <gco:CharacterString>gridded time series of the bloom risks for the next 24 hours after the forecast time emitted every 6 hours since May 2022</gco:CharacterString> </cit:name> <cit:description xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>gridded time series of the bloom risks for the next 24 hours after the forecast time emitted every 6 hours since May 2022</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">série temporelle des prédictions de risque de floraison pour les 24 heures suivant l&#39;heure de prédiction émisent toutes les 6 heures depuis le mois de mai 2022</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </cit:description> </cit:CI_OnlineResource> </mrd:onLine> </mrd:MD_DigitalTransferOptions> </mrd:transferOptions> <mrd:transferOptions> <mrd:MD_DigitalTransferOptions> <mrd:onLine> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://erddap.ogsl.ca/erddap/griddap/mpoAlguesToxiquesPred25-48.html</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:name> <gco:CharacterString>gridded time series of the bloom risks for the next 25-48 hours after the forecast time emitted every 6 hours since May 2022</gco:CharacterString> </cit:name> <cit:description xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>gridded time series of the bloom risks for the next 25-48 hours after the forecast time emitted every 6 hours since May 2022</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">série temporelle des prédictions de risque de floraison pour les 25 à 48 heures suivant l&#39;heure de prédiction émisent toutes les 6 heures depuis le mois de mai 2022</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </cit:description> </cit:CI_OnlineResource> </mrd:onLine> </mrd:MD_DigitalTransferOptions> </mrd:transferOptions> <mrd:transferOptions> <mrd:MD_DigitalTransferOptions> <mrd:onLine> <cit:CI_OnlineResource> <cit:linkage> <gco:CharacterString>https://erddap.ogsl.ca/erddap/files/mpoAlguesSeriesTemporelles/</gco:CharacterString> </cit:linkage> <cit:protocol> <gco:CharacterString>WWW:LINK</gco:CharacterString> </cit:protocol> <cit:name> <gco:CharacterString>time series of the bloom risks for the next 24 hours emitted every 6 hours since May 2022 and spatially averaged by selected regions</gco:CharacterString> </cit:name> <cit:description xsi:type="lan:PT_FreeText_PropertyType"> <gco:CharacterString>time series of the bloom risks for the next 24 hours emitted every 6 hours since May 2022 and spatially averaged by selected regions</gco:CharacterString> <lan:PT_FreeText> <lan:textGroup> <lan:LocalisedCharacterString locale="#fr">série temporelle des moyennes spatiales par région basée du les prédictions de risque de floraison pour les 24 heures suivant l&#39;heure de prédiction émisent toutes les 6 heures depuis le mois de mai 2022</lan:LocalisedCharacterString> </lan:textGroup> </lan:PT_FreeText> </cit:description> </cit:CI_OnlineResource> </mrd:onLine> </mrd:MD_DigitalTransferOptions> </mrd:transferOptions> </mrd:MD_Distribution> </mdb:distributionInfo> <mdb:metadataMaintenance> <mmi:MD_MaintenanceInformation> <mmi:maintenanceAndUpdateFrequency> <mmi:MD_MaintenanceFrequencyCode codeList="http://standards.iso.org/iso/19115/resources/Codelists/cat/codelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded">asNeeded</mmi:MD_MaintenanceFrequencyCode> </mmi:maintenanceAndUpdateFrequency> </mmi:MD_MaintenanceInformation> </mdb:metadataMaintenance> </mdb:MD_Metadata>