oih/oih-wis2 huggingface dataset:
Étude du réseau alimentaire insulaire - Îles de la côte centrale (projet 100 îles) - avril à juillet 2015, 2016 et 2017, Island Food Web Study - Central Coast Islands (100 Islands Project) - April to July 2015, 2016, & 2017

Keywords: biogeography, marine-subsidies, stablecarbonisotopes, island, food-web, isotopes, oceans, autre, other, isotopes-stable-de-carbone
Temporal coverage: 2015-04-01/2017-07-31

This dataset contains raw stable isotope data for various taxa, and cleaned data used for analysis in Obrist et al. (2021), Biogeographic features mediate marine subsidies to terrestrial food webs. It also includes meta-data for all datafiles.
In this study, we have evaluated the enrichment of soil, plants, invertebrates, and songbirds using δ15N and δ13C stable isotopes, as well as a measure of available nitrogen (%N) on 97 islands. We determined the effects of island size, wrack biomass, island slope, and distance to shore at which the sample was collected.
The first data file, named “food-webs-ibt-2021.csv”, runs with the ibt-percent-n.RMD, ibt-d13c.RMD, and ibt-d15n.RMD scripts. It includes δ15N, δ13C, %N, and %C values of soil, salal (Gaultheria shallon), false lily-of-the-valley (Maiathemum dilatatum), herbivorous weevils (Curculionidae), detritivorous isopods (Isopoda), carnivorous ground-dwelling beetles (Coleoptera), as well as songbird feces and feather (rectrix) samples.
Data files named “ibt-sem-data-2021.csv” and “ibt-sem-data-2021-plants-combined.csv” run with the ibt-sem.RMD script. In this script, we outline decisions made in fitting structural equation models to track nutrient flow through island food webs. We find multicollinearity in our initial approach (using the “ibt-sem-data-2021.csv” file), and end up taking average values of δ15N and δ13C of all plant samples on each island for a single, island-wide plant δ15N and δ13C value for analysis (in “ibt-sem-data-2021-plants-combined.csv”).
Obrist DS, Ernst CE, Fitzpatrick OT, Kennedy JC, Nijland W, Reshitnyk L, Wickham SB, Darimont CT, Starzomski BM, Reynolds JD. https://doi.org/10.21966/8j4j-7039
Scripts can be accessed from https://github.com/debobrist/food-web-ibt.
April through July in 2015, 2016, and 2017
Island Food Web Study - Central Coast Islands (100 Islands Project) - April to July 2015, 2016, & 2017, Étude du réseau alimentaire insulaire - Îles de la côte centrale (projet 100 îles) - avril à juillet 2015, 2016 et 2017

Keywords: food-web, isotopes, oceans, autre, island, biogeography, marine-subsidies, stablecarbonisotopes, other, isotopes-stable-de-carbone
Temporal coverage: 2015-04-01/2017-07-31

This dataset contains raw stable isotope data for various taxa, and cleaned data used for analysis in Obrist et al. (2021), Biogeographic features mediate marine subsidies to terrestrial food webs. It also includes meta-data for all datafiles.
In this study, we have evaluated the enrichment of soil, plants, invertebrates, and songbirds using δ15N and δ13C stable isotopes, as well as a measure of available nitrogen (%N) on 97 islands. We determined the effects of island size, wrack biomass, island slope, and distance to shore at which the sample was collected.
The first data file, named “food-webs-ibt-2021.csv”, runs with the ibt-percent-n.RMD, ibt-d13c.RMD, and ibt-d15n.RMD scripts. It includes δ15N, δ13C, %N, and %C values of soil, salal (Gaultheria shallon), false lily-of-the-valley (Maiathemum dilatatum), herbivorous weevils (Curculionidae), detritivorous isopods (Isopoda), carnivorous ground-dwelling beetles (Coleoptera), as well as songbird feces and feather (rectrix) samples.
Data files named “ibt-sem-data-2021.csv” and “ibt-sem-data-2021-plants-combined.csv” run with the ibt-sem.RMD script. In this script, we outline decisions made in fitting structural equation models to track nutrient flow through island food webs. We find multicollinearity in our initial approach (using the “ibt-sem-data-2021.csv” file), and end up taking average values of δ15N and δ13C of all plant samples on each island for a single, island-wide plant δ15N and δ13C value for analysis (in “ibt-sem-data-2021-plants-combined.csv”).
Obrist DS, Ernst CE, Fitzpatrick OT, Kennedy JC, Nijland W, Reshitnyk L, Wickham SB, Darimont CT, Starzomski BM, Reynolds JD. https://doi.org/10.21966/8j4j-7039
Scripts can be accessed from https://github.com/debobrist/food-web-ibt.
April through July in 2015, 2016, and 2017
Island Food Web Study - Central Coast Islands (100 Islands Project) - April to July 2015, 2016, & 2017, Étude du réseau alimentaire insulaire - Îles de la côte centrale (projet 100 îles) - avril à juillet 2015, 2016 et 2017

Keywords: other, isotopes-stable-de-carbone, island, food-web, isotopes, oceans, autre, biogeography, marine-subsidies, stablecarbonisotopes
Temporal coverage: 2015-04-01/2017-07-31

This dataset contains raw stable isotope data for various taxa, and cleaned data used for analysis in Obrist et al. (2021), Biogeographic features mediate marine subsidies to terrestrial food webs. It also includes meta-data for all datafiles.
In this study, we have evaluated the enrichment of soil, plants, invertebrates, and songbirds using δ15N and δ13C stable isotopes, as well as a measure of available nitrogen (%N) on 97 islands. We determined the effects of island size, wrack biomass, island slope, and distance to shore at which the sample was collected.
The first data file, named “food-webs-ibt-2021.csv”, runs with the ibt-percent-n.RMD, ibt-d13c.RMD, and ibt-d15n.RMD scripts. It includes δ15N, δ13C, %N, and %C values of soil, salal (Gaultheria shallon), false lily-of-the-valley (Maiathemum dilatatum), herbivorous weevils (Curculionidae), detritivorous isopods (Isopoda), carnivorous ground-dwelling beetles (Coleoptera), as well as songbird feces and feather (rectrix) samples.
Data files named “ibt-sem-data-2021.csv” and “ibt-sem-data-2021-plants-combined.csv” run with the ibt-sem.RMD script. In this script, we outline decisions made in fitting structural equation models to track nutrient flow through island food webs. We find multicollinearity in our initial approach (using the “ibt-sem-data-2021.csv” file), and end up taking average values of δ15N and δ13C of all plant samples on each island for a single, island-wide plant δ15N and δ13C value for analysis (in “ibt-sem-data-2021-plants-combined.csv”).
Obrist DS, Ernst CE, Fitzpatrick OT, Kennedy JC, Nijland W, Reshitnyk L, Wickham SB, Darimont CT, Starzomski BM, Reynolds JD. https://doi.org/10.21966/8j4j-7039
Scripts can be accessed from https://github.com/debobrist/food-web-ibt.
April through July in 2015, 2016, and 2017
Identification du stock génétique du saumon rouge de l'expédition du saumon rouge de l'année internationale de l'expédition du saumon dans le golfe d'Alaska 2019, Genetic Stock Identification of Sockeye Salmon from the 2019 Gulf of Alaska International Year of the Salmon Expedition

Keywords: fishabundanceanddistribution, annee-internationale-du-saumon, genetic-stock-identification, international-year-of-the-salmon, fish-abundance-and-distribution, oceans, abondance-et-distribution-de-poissons
Temporal coverage: 2019-02-18/2019-03-14

Genetic stock identification data by single nucleotide polymorphism (SNP) sequencing for sockeye 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.
Genetic Stock Identification of Sockeye Salmon from the 2019 Gulf of Alaska International Year of the Salmon Expedition, Identification du stock génétique du saumon rouge de l'expédition du saumon rouge de l'année internationale de l'expédition du saumon dans le golfe d'Alaska 2019

Keywords: oceans, abondance-et-distribution-de-poissons, genetic-stock-identification, international-year-of-the-salmon, annee-internationale-du-saumon, fishabundanceanddistribution, fish-abundance-and-distribution
Temporal coverage: 2019-02-18/2019-03-14

Genetic stock identification data by single nucleotide polymorphism (SNP) sequencing for sockeye 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.
REKEAU Project - Surface Drinking Water Intakes (2008), Projet REKEAU - Prises d'eau potable de surface (2008)

Keywords: water consumption, bassin versant, consommation eau, other, watershed, Autre, Oceans
Temporal coverage: 2018-01-01/2018-12-31

Municipal potable water intake sites from surface water sources. Data from MDDEP 2008.
Données sur la productivité du couvert de varech de Nereocystis de la côte centrale de la Colombie-Britannique, 2016-2020, Nereocystis kelp canopy productivity data from BC Central Coast, 2016-2020

Keywords: biomass, central-coast-bc, monitoring, subtidal, nereocystis-luetkeana, oceans, productivity, macroalgalcanopycoverandcomposition, bull-kelp, composition-et-couverture-de-la-canopee-de-macroalgues
Temporal coverage: None

The nereocystis canopy production dataset is a component of Hakai Institute’s Nearshore research and monitoring program. This dataset documents seasonal changes in Nereocystis luetkeana density, size structure and growth parameters at multiple locations near Calvert Island on the Central Coast of British Columbia (BC), from 2016 - 2020.  Each year, sites were visited 1 - 5 times over the summer months (April-September) and 0 - 2 times over the winter months. Fifteen plants were tagged at each site to measure individual stipe growth, blade elongation, blade erosion, change in number of blades and plant survival. Additional plants (up to 45 per site) were measured for stipe and blade size structure distributions. Three permanent transect lines were used to track change in plant density and relocate the tagged plants. Blade growth rate ranged from 0 to 15 cm per day through the summer months and stipe growth ranged from 0 to 12 cm a day, depending on site and time of year. Based on this data we can determine which field parameters best correlate with overall kelp productivity and biomass, and ultimately, refine metrics for long-term assessments of Nereocystis luetkeana in BC.

This data package is freely available to everyone, following the principles of equitable access and benefit sharing. However, we expect all data users to give attribution to the data providers (read our data license) and the use of these data should happen in the light of fair use, i.e.: 1) respect the data providers, and provide helpful feedback on data quality, and 2) communicate and/or collaborate with the providers if you are considering using this dataset for manuscripts or other forms of reporting.
Biodiversity Surveys of the Gwaxdlala/Nalaxdlala Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia, Enquêtes sur la biodiversité de l'aire protégée et conservée indigène (IPCA) de Gwaxdlala/Nalaxdlala à Knight Inlet, en Colombie-Britannique

Keywords: fish, dive-survey, invertebrateabundanceanddistribution, abondance-et-distribution-dinvertebres, metabarcoding, knight-inlet, composition-et-couverture-de-la-canopee-de-macroalgues, nearshore, other, poisson, fishabundanceanddistribution, fjord, macroalgalcanopycoverandcomposition, environmental-dna, genomics, invertebrate, oceans, autre, abondance-et-distribution-de-poissons
Temporal coverage: 2020-09-22/..

This data package contains the datasets and reports pertaining to biodiversity surveys in Knight Inlet, British Columbia, Canada. This work is an on-going, collaborative project between the Hakai Institute, Nanwakolas Council, and Mamalilikulla Nation.

In September 2020 the Hakai Institute conducted an initial round of biodiversity surveys of the Gwaxdlala/Nalaxdlala (Lull Bay/Hoeya Sound) Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia, Canada using scuba surveys and environmental DNA (eDNA) sampling. Visual dive surveys and eDNA samples were paired at six sites in Knight Inlet, while dive surveys were conducted at three additional sites. eDNA samples were collected from the surface, midwater column, and bottom (8-25m depth) at each site, while dive surveys focused on the bottom (benthic) habitat. Dive and eDNA survey sites were selected based on the interests of the Mamalilikulla Nation and Nanwakolas Council in assessing the area for consideration as a marine protected area site in a broader network.

This data package is a component of the Hakai Institute’s Nearshore program. The Hakai Institute’s Nearshore research and monitoring program investigates the role of marine habitats and their associated communities in the face of change. The environmental DNA sampling and genomic data processing component of the data package is part of the Hakai Institute Biomolecular Observing Network (HI-BON), an endorsed project by the UN Decade of Ocean Science for Sustainable Development. 

Permission to use this dataset must be granted by the Hakai Institute and Mamalilikulla Nation (please contact angeleen.olson@hakai.org for further dialogue) to the individual who makes the data request. Data can only be used for the permitted purpose and are not to be shared or repurposed. Please refer to the README.txt file included in this data package for more information.
Biodiversity Surveys of the Gwaxdlala/Nalaxdlala Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia, {'fr': {'message': "text translated using the Amazon translate service / texte traduit à l'aide du service de traduction Amazon", 'verified': False}}, Enquêtes sur la biodiversité de l'aire protégée et conservée indigène (IPCA) de Gwaxdlala/Nalaxdlala à Knight Inlet, en Colombie-Britannique

Keywords: composition-et-couverture-de-la-canopee-de-macroalgues, genomics, invertebrate, oceans, autre, abondance-et-distribution-de-poissons, fjord, macroalgalcanopycoverandcomposition, environmental-dna, nearshore, other, poisson, fishabundanceanddistribution, fish, knight-inlet, metabarcoding, dive-survey, invertebrateabundanceanddistribution, abondance-et-distribution-dinvertebres
Temporal coverage: 2020-09-22/..

This data package contains the datasets and reports pertaining to biodiversity surveys in Knight Inlet, British Columbia, Canada. This work is an on-going, collaborative project between the Hakai Institute, Nanwakolas Council, and Mamalilikulla Nation.

In September 2020 the Hakai Institute conducted an initial round of biodiversity surveys of the Gwaxdlala/Nalaxdlala (Lull Bay/Hoeya Sound) Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia, Canada using scuba surveys and environmental DNA (eDNA) sampling. Visual dive surveys and eDNA samples were paired at six sites in Knight Inlet, while dive surveys were conducted at three additional sites. eDNA samples were collected from the surface, midwater column, and bottom (8-25m depth) at each site, while dive surveys focused on the bottom (benthic) habitat. Dive and eDNA survey sites were selected based on the interests of the Mamalilikulla Nation and Nanwakolas Council in assessing the area for consideration as a marine protected area site in a broader network.

This data package is a component of the Hakai Institute’s Nearshore program. The Hakai Institute’s Nearshore research and monitoring program investigates the role of marine habitats and their associated communities in the face of change. The environmental DNA sampling and genomic data processing component of the data package is part of the Hakai Institute Biomolecular Observing Network (HI-BON), an endorsed project by the UN Decade of Ocean Science for Sustainable Development. 

Permission to use this dataset must be granted by the Hakai Institute and Mamalilikulla Nation (please contact angeleen.olson@hakai.org for further dialogue) to the individual who makes the data request. Data can only be used for the permitted purpose and are not to be shared or repurposed. Please refer to the README.txt file included in this data package for more information.
Biodiversity Surveys of the Gwaxdlala/Nalaxdlala Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia, Enquêtes sur la biodiversité de l'aire protégée et conservée indigène (IPCA) de Gwaxdlala/Nalaxdlala à Knight Inlet, en Colombie-Britannique

Keywords: metabarcoding, nearshore, other, poisson, fishabundanceanddistribution, fish, genomics, invertebrate, oceans, autre, abondance-et-distribution-de-poissons, fjord, macroalgalcanopycoverandcomposition, environmental-dna, dive-survey, invertebrateabundanceanddistribution, abondance-et-distribution-dinvertebres, composition-et-couverture-de-la-canopee-de-macroalgues, knight-inlet
Temporal coverage: 2020-09-22/..

This data package contains the datasets and reports pertaining to biodiversity surveys in Knight Inlet, British Columbia, Canada. This work is an on-going, collaborative project between the Hakai Institute, Nanwakolas Council, and Mamalilikulla Nation.

In September 2020 the Hakai Institute conducted an initial round of biodiversity surveys of the Gwaxdlala/Nalaxdlala (Lull Bay/Hoeya Sound) Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia, Canada using scuba surveys and environmental DNA (eDNA) sampling. Visual dive surveys and eDNA samples were paired at six sites in Knight Inlet, while dive surveys were conducted at three additional sites. eDNA samples were collected from the surface, midwater column, and bottom (8-25m depth) at each site, while dive surveys focused on the bottom (benthic) habitat. Dive and eDNA survey sites were selected based on the interests of the Mamalilikulla Nation and Nanwakolas Council in assessing the area for consideration as a marine protected area site in a broader network.

This data package is a component of the Hakai Institute’s Nearshore program. The Hakai Institute’s Nearshore research and monitoring program investigates the role of marine habitats and their associated communities in the face of change. The environmental DNA sampling and genomic data processing component of the data package is part of the Hakai Institute Biomolecular Observing Network (HI-BON), an endorsed project by the UN Decade of Ocean Science for Sustainable Development. 

Permission to use this dataset must be granted by the Hakai Institute and Mamalilikulla Nation (please contact angeleen.olson@hakai.org for further dialogue) to the individual who makes the data request. Data can only be used for the permitted purpose and are not to be shared or repurposed. Please refer to the README.txt file included in this data package for more information.
Données de profil vertical des propriétés de l'eau de Hakai mesurées par des profileurs océanographiques, Provisoires, Hakai Water Properties Vertical Profile Data Measured by Oceanographic Profilers, Provisional

Keywords: fluorescence, transmissometer, johnstone-strait, calvert-island, oxygen, quadra-island, oxygene, zone-cotiere, photosynthetically-active-radiation, coastal-zone, salinite, strait-of-georgia, par, turbidity, temperature-sous-la-surface, subsurfacesalinity, oceans, queen-charlotte-sound, salinite-sous-la-surface, salinity, turbidite, subsurfacetemperature
Temporal coverage: 2012-06-01/..

Temperature, conductivity, dissolved oxygen, fluorescence, photosynthetic active radiation, and turbidity data collected from 2012 to present by the Hakai Institute in waters surrounding Calvert Island, Johnstone Strait, and Quadra Island areas. This dataset presents data collected by oceanographic profiler instruments (RBR XR-620, RBR Concerto, RBR Maestro, and Seabird SBE 19plus v2) which have been automatically processed by following respective manufacturer's guidelines (see Hakai Water Properties Profile Processing and QA/QC Procedure Manual). 

The provisional processed data are then quality controlled by applying a series of tests that are following the QARTOD standards and more tests specific to the Hakai Institute data (see Hakai Water Properties Profile Processing and QA/QC Procedure Manual).  

The research dataset provides a subset of the provisional dataset which has been manually reviewed and judged good for science quality level.

Data were collected by the Hakai Institute Oceanography Program, the Nearshore Program, and the Juvenile Salmon Program.
Données de profil vertical des propriétés de l'eau de Hakai mesurées par des profileurs océanographiques, Provisoires, Hakai Water Properties Vertical Profile Data Measured by Oceanographic Profilers, Provisional

Keywords: calvert-island, oxygen, quadra-island, oxygene, zone-cotiere, photosynthetically-active-radiation, fluorescence, transmissometer, johnstone-strait, oceans, queen-charlotte-sound, salinite-sous-la-surface, salinity, turbidite, subsurfacetemperature, coastal-zone, salinite, strait-of-georgia, par, turbidity, temperature-sous-la-surface, subsurfacesalinity
Temporal coverage: 2012-06-01/..

Temperature, conductivity, dissolved oxygen, fluorescence, photosynthetic active radiation, and turbidity data collected from 2012 to present by the Hakai Institute in waters surrounding Calvert Island, Johnstone Strait, and Quadra Island areas. This dataset presents data collected by oceanographic profiler instruments (RBR XR-620, RBR Concerto, RBR Maestro, and Seabird SBE 19plus v2) which have been automatically processed by following respective manufacturer's guidelines (see Hakai Water Properties Profile Processing and QA/QC Procedure Manual). 

The provisional processed data are then quality controlled by applying a series of tests that are following the QARTOD standards and more tests specific to the Hakai Institute data (see Hakai Water Properties Profile Processing and QA/QC Procedure Manual).  

The research dataset provides a subset of the provisional dataset which has been manually reviewed and judged good for science quality level.

Data were collected by the Hakai Institute Oceanography Program, the Nearshore Program, and the Juvenile Salmon Program.
Données de profil vertical des propriétés de l'eau de Hakai mesurées par des profileurs océanographiques, Provisoires, Hakai Water Properties Vertical Profile Data Measured by Oceanographic Profilers, Provisional

Keywords: subsurfacesalinity, salinity, turbidite, subsurfacetemperature, queen-charlotte-sound, salinite-sous-la-surface, oceans, fluorescence, transmissometer, johnstone-strait, par, turbidity, temperature-sous-la-surface, coastal-zone, salinite, strait-of-georgia, calvert-island, oxygen, quadra-island, oxygene, zone-cotiere, photosynthetically-active-radiation
Temporal coverage: 2012-06-01/..

Temperature, conductivity, dissolved oxygen, fluorescence, photosynthetic active radiation, and turbidity data collected from 2012 to present by the Hakai Institute in waters surrounding Calvert Island, Johnstone Strait, and Quadra Island areas. This dataset presents data collected by oceanographic profiler instruments (RBR XR-620, RBR Concerto, RBR Maestro, and Seabird SBE 19plus v2) which have been automatically processed by following respective manufacturer's guidelines (see Hakai Water Properties Profile Processing and QA/QC Procedure Manual). 

The provisional processed data are then quality controlled by applying a series of tests that are following the QARTOD standards and more tests specific to the Hakai Institute data (see Hakai Water Properties Profile Processing and QA/QC Procedure Manual).  

The research dataset provides a subset of the provisional dataset which has been manually reviewed and judged good for science quality level.

Data were collected by the Hakai Institute Oceanography Program, the Nearshore Program, and the Juvenile Salmon Program.