oih/oih-wis2 huggingface dataset:
Kelp Monitoring - MAPP - Hakai Institute - 2020 - Airborne Coastal Observatory, {'fr': {'message': "text translated using the Amazon translate service / texte traduit à l'aide du service de traduction Amazon", 'verified': False}}, Surveillance du varech - MAPP - Hakai Institute - 2020 - Observatoire côtier aéroporté

Keywords: nearshore, other, kelp, airborne-coastal-observatory, aco, composition-et-couverture-de-la-canopee-de-macroalgues, mapp, oceans, autre, imagery, marine, macroalgalcanopycoverandcomposition
Temporal coverage: 2020-07-25/2020-09-05

The primary goal of this collective project is to gather imagery for broad areas of the British Columbia coast in order to map canopy cover of peak kelp biomass. There are multiple end users and partners through MaPP, but the methods and primary goal are the same and therefore we have grouped them into one project report. All flights have occurred during peak kelp growth season (July - September, 2020). The projects are located on the BC Central Coast (project #3007), Haida Gwaii (project #3018 & #3029), the BC North Coast (project #3019, and NE Vancouver Island (project #3020). Imagery resolution varies between 8-10 cm and is the primary data product in order to extract kelp canopy extent.  
Project #20-3007-01 was successfully flown on Sept 4th, 2020.
Project #20-3029-01 was successfully flown on Sept 5th, 2020.
Project #20-3020-01 was successfully flown on July 25th, 2020.

Data products available: 
Lidar data (LAZ)- classified point cloud – digital surface model – digital terrain model. 
Image data (TIFF) – 4 band orthophotos – RGB & NIR. 
Hyperspectral data (not always captured).
A detailed project report with the summary of acquisition, processing, and overall hardware / software is available (PDF).
Sensors and instrument breakdown:
Inertial Navigation System: Manufacturer: Applanix (Canada), IMU Model: POS AV 510 IMAR, GNSS Model: Trimble AV39.
Laser sensor: Riegl LMS-Q 780 long-range airborne laser scanner. Point density ranges per project and landscape from 1-12 points per square meter.
Aerial cameras: two fully integrated Phaseone Industrial iXU-RS1000 medium format cameras, resolution: 100MP, lens: 50mm f/4.0 Rodenstock.
Hyperspectral Sensor: manufacturer: Specim, model: AisaFENIX 384, spectral range: 380 - 2500 nm
Pêches commerciales Mi'gmaq et Malécite des communautés de Gesgapegiag, Gespeg et Viger (2010-2015), Mi'gmaq and Malécite Commercial Fisheries of the Communities of Gesgapegiag, Gespeg and Viger (2010-2015)

Keywords: other, Abondance et distribution de poissons, Autre, Oceans, commercial fisheries, pêches commerciales, fishAbundanceAndDistribution
Temporal coverage: 2010-01-01/2012-12-31

Fisheries and Oceans Canada (DFO) compiles information on commercial fisheries (fishing effort and lobster logbooks) in an Excel table. These tables were provided to the AGHAMM for the communities of Gesgapegiag, Gespeg, and Viger for the period 2010-2015. The AGHAMM used these raw data to create maps for the Atlas of Mi'gmaq and Malécite sites and uses of the marine St. Lawrence. The species caught by the communities are snow crab, rock crab, northern shrimp, lobster, Greenland halibut, atlantic halibut, whelk, sea cucumber, and green sea urchin. Three types of maps were produced: 
- sectors fished by species (whelk, lobster, rock crab, sea urchin, Atlantic halibut, and sea cucumber); 
- the total quantity fished (kg) by species and by communities by DFO fishing quadrilateral (northern shrimp, snow crab, and Greenland halibut); 
- the summary of commercial fisheries in number of species caught (polygons) and intensity of use of the territory (raster).

**Disclaimer:** The presented data should not be used as a substitute for consultation and dialogue with the communities.
Salmon Scale Data from the 2020 Gulf of Alaska International Year of the Salmon Expedition, Données sur l'échelle du saumon de l'expédition du saumon dans le golfe d'Alaska 2020

Keywords: other, annee-internationale-du-saumon, international-year-of-the-salmon, scale, age, oceans, autre
Temporal coverage: 2020-03-12/2020-04-05

Scales were collected from salmon in the Northeast Pacific Ocean and analyzed for information about age. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in March and April 2020, to further improve the understanding of factors impacting salmon early marine winter survival.
Collecte de données sur la récolte d’oiseaux migrateurs dans sept communautés innues de la Côte-Nord (2011-2013), Data Collection on the Harvest of Migratory Birds in Seven Innu Communities in Quebec North Shore (2011-2013)

Keywords: Autre, Oceans, migratory birds, Abondance et distribution de tortues marines, oiseaux et mammifères, marineTurtlesBirdsMammalsAbundanceAndDistribution, other, oiseaux migrateurs
Temporal coverage: 2011-04-01/2013-12-31

This dataset contains:

- The identification of migratory birds hunted in each Innu community;

- The quantification of migratory birds catches per season (spring and autumn) for each community based on the hunting years 2011, 2012, 2013;

- The number of hunters listed by every community and in each year of hunting

**TO OBTAIN DATA, CONTACT PARTNER USING RESPONSIBLE PARTIES IN THE METADATA SECTION BELOW.**
Atlas de restauration des rives du Saint-Laurent, Atlas of Bank Restoration Sites of the St. Lawrence River

Keywords: other, caractérisation des habitats, Autre, Oceans, restauration des rives, bank restoration, habitat characterization
Temporal coverage: 2003-01-01/2006-12-31

The Atlas of bank restoration sites of the St. Lawrence River presents a survey of habitats disrupted by human activities in recent decades (in particular, in-filling, draining, diking, and deforestation) and which restoration work would be possible. This interactive tool is highly useful for promoters, governments, municipalities, conservation organizations, stakeholders, and shoreline property owners who wish to get involved in restoring disturbed wildlife habitats. The St. Lawrence Action Plan 2011-2026 makes this atlas available in collaboration with the St. Lawrence Global Observatory. For more information, please see the [**data context**](https://ogsl.ca/en/coastal-uses/environmental-references/restoration-plans/atlas-restoration/summary).

View data in the [**ENVIRONMENTAL REFERENCES**](https://slgo.ca/references/).
Données sur les agents pathogènes du saumon de l'expédition du saumon 2020 dans le golfe de l'Alaska, Salmon Pathogen Data from the 2020 Gulf of Alaska International Year of the Salmon Expedition

Keywords: oceans, pathogens, health, biomasse-et-diversite-microbienne, international-year-of-the-salmon, microbebiomassanddiversity, annee-internationale-du-saumon
Temporal coverage: 2020-03-12/2020-04-05

Information on pathogen load was collected from salmon in the Northeast Pacific Ocean. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in March and April 2020, to further improve the understanding of factors impacting salmon early marine winter survival.  Salmon pathogen burden, stress, and inflammation markers were assessed using a high throughput nanofluidics qPCR platform.
Salmon Pathogen Data from the 2020 Gulf of Alaska International Year of the Salmon Expedition, Données sur les agents pathogènes du saumon de l'expédition du saumon 2020 dans le golfe de l'Alaska

Keywords: annee-internationale-du-saumon, biomasse-et-diversite-microbienne, health, oceans, pathogens, microbebiomassanddiversity, international-year-of-the-salmon
Temporal coverage: 2020-03-12/2020-04-05

Information on pathogen load was collected from salmon in the Northeast Pacific Ocean. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in March and April 2020, to further improve the understanding of factors impacting salmon early marine winter survival.  Salmon pathogen burden, stress, and inflammation markers were assessed using a high throughput nanofluidics qPCR platform.
Surface Radiance Data from the 2019 Gulf of Alaska International Year of the Salmon Expedition, Données sur l'éclat de surface de l'expédition 2019 de l'Année internationale du saumon dans le golfe de l'Alaska

Keywords: ocean-colour, oceans, couleur-des-oceans, oceancolour, radiance, international-year-of-the-salmon, annee-internationale-du-saumon
Temporal coverage: 2019-02-18/2019-03-16

Sea surface radiance (LT(λ)), sky radiance (Ls(λ)), and total irradiance (Ed(λ)) data collected using a set of hyperspectral radiometers. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in February and March 2019, to further improve the understanding of factors impacting salmon early marine winter survival.
Données sur l'éclat de surface de l'expédition 2019 de l'Année internationale du saumon dans le golfe de l'Alaska, Surface Radiance Data from the 2019 Gulf of Alaska International Year of the Salmon Expedition

Keywords: international-year-of-the-salmon, ocean-colour, oceans, couleur-des-oceans, oceancolour, radiance, annee-internationale-du-saumon
Temporal coverage: 2019-02-18/2019-03-16

Sea surface radiance (LT(λ)), sky radiance (Ls(λ)), and total irradiance (Ed(λ)) data collected using a set of hyperspectral radiometers. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in February and March 2019, to further improve the understanding of factors impacting salmon early marine winter survival.
Modèles d'imagerie et d'altitude surveillant les sites de recherche sur les algues - 2017 - Île Calvert - Colombie-Britannique - Canada, Imagery and elevation models monitoring algae research sites - 2017 - Calvert Island - British Columbia - Canada

Keywords: nir-r, unmanned-aerial-systems, difference-vegetation-index, dvi, other, elevation-point-cloud, digital-surface-model, algae, marine, macroalgalcanopycoverandcomposition, intertidal, near-infrared, oceans, uas, autre, uav, orthomosaic, hakai, composition-et-couverture-de-la-canopee-de-macroalgues
Temporal coverage: None

Orthomosaics of long-term intertidal monitoring sites on NW Calvert Island were created using unoccupied aerial systems (UAS). Subsequently, a digital elevation model and elevation point cloud were generated for each site.

Imagery was captured for each site with a DJI Phantom 3 Pro UAS. The survey design followed a grid pattern to ensure coverage of the entire study area with a minimum 80% overlap between images. To geolocate the images, 6-10 ground control points were surveyed with a Topcon GR-5 real-time kinematic (RTK) GPS.

Near infrared imagery(NIR) was also captured at the North Beach site with a MAPIR Survey 2 camera. The MAPIR is a low-resolution modified camera that captures imagery in the NIR and Red bands. The camera is mounted to the Phantom 3 and operated manually. The MAPIR images are processed to create an imagery mosaic with Pix4D. The imagery is then radiometrically calibrated using the empirical line method with grey and white targets. A spectroradiometer has NOT been used to assess the accuracy of the imagery calibration.

The difference vegetation index (DVI) is calculated to remove the effects of illumination, and to emphasize vegetation signatures. The DVI is calculated as NIR-R.

For a specific list of sites, see the attached documentation.
Imagery and elevation models monitoring algae research sites - 2017 - Calvert Island - British Columbia - Canada, Modèles d'imagerie et d'altitude surveillant les sites de recherche sur les algues - 2017 - Île Calvert - Colombie-Britannique - Canada

Keywords: uav, dvi, other, elevation-point-cloud, digital-surface-model, nir-r, unmanned-aerial-systems, difference-vegetation-index, intertidal, near-infrared, oceans, uas, autre, algae, marine, macroalgalcanopycoverandcomposition, hakai, composition-et-couverture-de-la-canopee-de-macroalgues, orthomosaic
Temporal coverage: None

Orthomosaics of long-term intertidal monitoring sites on NW Calvert Island were created using unoccupied aerial systems (UAS). Subsequently, a digital elevation model and elevation point cloud were generated for each site.

Imagery was captured for each site with a DJI Phantom 3 Pro UAS. The survey design followed a grid pattern to ensure coverage of the entire study area with a minimum 80% overlap between images. To geolocate the images, 6-10 ground control points were surveyed with a Topcon GR-5 real-time kinematic (RTK) GPS.

Near infrared imagery(NIR) was also captured at the North Beach site with a MAPIR Survey 2 camera. The MAPIR is a low-resolution modified camera that captures imagery in the NIR and Red bands. The camera is mounted to the Phantom 3 and operated manually. The MAPIR images are processed to create an imagery mosaic with Pix4D. The imagery is then radiometrically calibrated using the empirical line method with grey and white targets. A spectroradiometer has NOT been used to assess the accuracy of the imagery calibration.

The difference vegetation index (DVI) is calculated to remove the effects of illumination, and to emphasize vegetation signatures. The DVI is calculated as NIR-R.

For a specific list of sites, see the attached documentation.
Macrofaune épibenthique et bioturbation dans l’estuaire et le golfe du Saint-Laurent en 2006-2007, Epibenthic Macrofauna and Bioturbation in the St. Lawrence Estuary and Gulf in 2006-2007

Keywords: oxygen, salinité, organic material, matière organique, oxygène, water temperature, Température sous la surface, température de l'eau, taxonomy, subSurfaceTemperature, Oxygène, sédiment, taxonomie, benthic macrofauna, other, salinity, subSurfaceSalinity, Salinité sous la surface, macrofaune benthique, sediment, Autre, Oceans
Temporal coverage: 2006-08-08/2007-07-08

Density data (number of individuals per square meter) of epifauna acquired by Philippe Archambault's laboratory as part of the Hypoxia project aboard the R/V Coriolis II in August 2006 and July 2007. Eleven stations were sampled at depths ranging from 257 to 435 m. At each station, thirty images were acquired using an underwater camera system equipped with a Pentax Optio MX4 digital camera (resolution: 4.0 Megapixels) mounted perpendicular to the seabed. The area of each image was equivalent to 0.82 ± 0.02 m2.

Of these 30 images, 15 images were analyzed using ImageJ software. Benthic organisms have been identified at the lowest possible taxonomic level. A total of 157 images were therefore analyzed, which made it possible to count 60 taxa. The dataset also includes environmental data, such as salinity, temperature (°C), oxygen concentration (µm and %), as well as organic matter content in the sediment (%) and sediment granulometry (µm).
Epibenthic Macrofauna and Bioturbation in the St. Lawrence Estuary and Gulf in 2006-2007, Macrofaune épibenthique et bioturbation dans l’estuaire et le golfe du Saint-Laurent en 2006-2007

Keywords: Oxygène, sédiment, taxonomie, benthic macrofauna, oxygen, salinité, organic material, matière organique, taxonomy, subSurfaceTemperature, oxygène, water temperature, Température sous la surface, température de l'eau, sediment, Autre, Oceans, other, salinity, subSurfaceSalinity, Salinité sous la surface, macrofaune benthique
Temporal coverage: 2006-08-08/2007-07-08

Density data (number of individuals per square meter) of epifauna acquired by Philippe Archambault's laboratory as part of the Hypoxia project aboard the R/V Coriolis II in August 2006 and July 2007. Eleven stations were sampled at depths ranging from 257 to 435 m. At each station, thirty images were acquired using an underwater camera system equipped with a Pentax Optio MX4 digital camera (resolution: 4.0 Megapixels) mounted perpendicular to the seabed. The area of each image was equivalent to 0.82 ± 0.02 m2.

Of these 30 images, 15 images were analyzed using ImageJ software. Benthic organisms have been identified at the lowest possible taxonomic level. A total of 157 images were therefore analyzed, which made it possible to count 60 taxa. The dataset also includes environmental data, such as salinity, temperature (°C), oxygen concentration (µm and %), as well as organic matter content in the sediment (%) and sediment granulometry (µm).
Expédition dans l'Arctique à bord du NGCC Amundsen (2010), Arctic Expedition aboard the CCGS Amundsen (2010)

Keywords: seaIce, glace de mer, Température sous la surface, échange océan-atmosphère, Carbone inorganique, nutrients, other, salinity, sampling, Glace de mer, chlorophylle a, subSurfaceSalinity, Salinité sous la surface, macrofaune benthique, Oceans, inorganicCarbon, sediment, Autre, climate change, fluorescence, sea ice, Oxygène, phytoplancton, sédiment, benthic macrofauna, oceanographic missions, changement climatique, chlorophyll a, phytoplankton, Nutriments, seaSurfaceTemperature, subSurfaceTemperature, ocean-atmosphere exchange, missions océanographique, Température de surface, oxygen, salinité, seaSurfaceSalinity, Salinité de surface, échantillonnage
Temporal coverage: 2010-07-01/2010-10-31

This dataset contains the complete report, the expedition map as well as a list of stations and sampling types. The 2010 Expedition Report describes the scientific expedition carried out in the Canadian Arctic between July 01 and October 31, 2010. The report is a collection of all the participating research teams’ Cruise Reports provided to the Chief Scientists at the end of each LEGs of the 2010 CCGS Amundsen Expedition. The 2010 Expedition Report is divided into two parts:

Part I provides an overview of the expedition, the cruise track and the stations visited, and a synopsis of operations conducted during the three LEGs.

Part II contains the reports submitted by participating science teams or researchers, with details on the specific objectives of their project, the field operations conducted and methodology used, and in some cases, preliminary results. When results are presented, they show the data as they were submitted at the end of the LEGs in 2010. The data presented in this report are illustrative only and have not been quality checked, thus parties interested in the results should contact the project leader or the researchers who collected the data or the data coordinator at Amundsen Science (amundsen.data@as.ulaval.ca). 

The 2010 Expedition Report includes four appendices: 1) the list of stations sampled, 2) the scientific log of activities conducted, 3) a copy of the CTD logbook and 4) the list of participants on board during each leg.

It is possible to consult an [**interactive map**](https://data.amundsen.ulaval.ca/) including all the years of expeditions and the different trajectories (LEG) associated with them.
Suivi des animaux dans le détroit de Davis 2022-09-12, Animal Tracking in Davis Strait 2022-09-12

Keywords: temperature-du-sous-sol, oceans, autre, other, subsurfacetemperature, salinite-souterraine, subsurfacesalinity
Temporal coverage: 2022-09-12/2022-10-14

Slocum gliders are small, free-swimming, unmanned vehicles that use changes in buoyancy to move vertically and horizontally through the water column in a saw-tooth pattern. They are deployed for days to several months and gather detailed information about the physical, chemical and biological processes of the world's oceans. The Slocum glider was designed and built by Teledyne Webb Research Corporation, Falmouth, MA, USA.
REKEAU Project - Stations and Overflows in the Yamaska Watershed (2019), Projet REKEAU - Stations et surverses dans le bassin versant de la Yamaska (2019)

Keywords: qualité eau, water quality, Autre, Oceans, other, watershed, bassin versant
Temporal coverage: 2018-01-08/2018-12-04

Information on the different stations (or emissaries) and their overflows (or outlets) (name, number, coordinates, type, size, receiving environment, number of overflows). SOMAEU 2019 data.
Analyses de sang de saumon de l'expédition du saumon dans le golfe d'Alaska 2019, Salmon Blood Analyses from the 2019 Gulf of Alaska International Year of the Salmon Expedition

Keywords: ionoregulation, oceans, autre, blood-samples, igf-1, other, international-year-of-the-salmon, growth, stress, annee-internationale-du-saumon
Temporal coverage: 2019-02-18/2019-03-14

Salmon blood analyses from salmon collected in the Northeast Pacific Ocean. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in February and March 2019, to further improve the understanding of factors impacting salmon early marine winter survival. Blood was collected for assessment of IGF-1 (growth), stress indices (cortisol, glucose, lactate), ionoregulation (osmolality, ions).
Salmon Blood Analyses from the 2019 Gulf of Alaska International Year of the Salmon Expedition, Analyses de sang de saumon de l'expédition du saumon dans le golfe d'Alaska 2019

Keywords: annee-internationale-du-saumon, growth, stress, international-year-of-the-salmon, ionoregulation, blood-samples, igf-1, other, oceans, autre
Temporal coverage: 2019-02-18/2019-03-14

Salmon blood analyses from salmon collected in the Northeast Pacific Ocean. These data were collected as part of the International Year of the Salmon (IYS) Gulf of Alaska High Seas Expedition conducted in February and March 2019, to further improve the understanding of factors impacting salmon early marine winter survival. Blood was collected for assessment of IGF-1 (growth), stress indices (cortisol, glucose, lactate), ionoregulation (osmolality, ions).
Plan de protection et de mise en valeur des battures de l'Anse Saint-Étienne (2007), Plan for the protection and management of the Anse Saint-Étienne foreshore (2007)

Keywords: marais, seagrassCoverAndComposition, Oceans, aménagement du territoire, caractérisation des habitats, marsh, land-use planning, habitat characterization, Composition et couverture des herbiers marins
Temporal coverage: 2007-08-20/2007-10-31

Consultation within the community of Petit-Saguenay to establish a protection and management plan for the foreshore of the Anse Saint-Étienne. 
The study, carried out in 2007, includes: 


**1.** The protection and management plan;


**2.** The reports of the advisory committee;


**3.** The descriptive study of the environment (biological, physical and human components) and the analysis of potentials and constraints (ecological value and sources of disturbance);


**4.** A portrait of the ornithological potential.