cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5523/bris.2774f89r0hf0a2t76atdeu753c
title: Genome-wide association study of emotion recognition

description: This study was a genome-wide association study (GWAS) of facial emotion recognition ability, conducted in a sample of 2560 participants who attended the Age 24 Clinic of the Avon Longitudinal Study of Parents and Children (ALSPAC). Emotion recognition was assessed using a computer-based six alternative forced choice task, testing the recognition of happiness, anger, sadness, disgust, fear and surprise. The outcome variable is total hits (number of correctly categorised faces out of 96).
DOI: 10.25345/c5rc9j
title: MassIVE MSV000083295 - Pseudoalteromonas sp. genome mining.
title: MS/MS data obtained from crude extracts from Pseudoalteromonas sp. This data is not publisher yet, so, contact Mr. Christian Martin before use it.
DOI: 10.5063/f1jm27wx
title: Commercial salmon harvest data, 1882-2016

description: Commercial harvest data of salmon are available from the Commercial Fisheries Entry Commission, however, depending on the resolution of these data, some years in some fisheries are confidential to protect the identity of the fishers and processors working in that fishery. In some cases, the Alaska Department of Fish and Game (ADFG) is granted a waiver by those fishers and processors to published annual data at the commercial fishing area level in annual reports. In an effort to analyze whether trends in confidentiality levels would skew commercial harvest data sourced directly from the CFEC, commercial harvest data were compiled from reports for all regions of Alaska except Prince William Sound, Southeast, and the Arctic. The data was taken from annual salmon fishery management reports, provided by the Alaska Department of Fish & Game, Division of Sport Fish and Commercial Fisheries (http://www.adfg.alaska.gov/sf/publications/). The data from Prince William Sound and Southeast Alaska were not included because the amount of fishers and processors in these regions rarely result in confidential data; the Arctic region was not included due to the lack of commercial fisheries. This dataset includes the original reports as pdf files, the data extracted from the reports, an R markdown file that reformats and compiles the extracted data (CommercialHarvest_Reports.Rmd), and the reformatted data (Commercial_Harvest_Reports.csv). Commercial salmon harvests were categorized in numbers of each fish species by year. In the reformatted dataset, areas were combined and renamed to corresponding SASAP regions, and some data removed to ensure that combined areas had consistent temporal coverage.
DOI: 10.5063/f1pc30n3
title: Commercial loans data, Alaska

description: This dataset includes Alaska commercial loan data from 1976-2016. These data were used for the State of Alaska Salmon and People (SASAP) project to examine fisheries related loans. The goal of the commercial fishing loan program is to provide long-term, low interest loans to improve the quality of Alaska seafood products. The program is operated by the Alaska Department of Commerce, Community, and Economic Development; Division of Economic Development. The loans promote development of resident fisheries and maintenance of commercial fishing vessels and gear and are available to individuals who have been Alaska residents for the past 2 years. Loans are available for purchases made within the 12 months prior to loan application or to refinance vessel or gear loans made by other lenders more than 12 months before loan application. Interest rates are fixed at the time of loan approval. The fisheries related loans data used by SASAP are associated with hatcheries (fisheries enhancement) and individual fishermen, and can be identified using the "Fund Abbreviation" column, with relevant codes being CF (Commercial Fishing) and FE (Fisheries Enhancement). The purposes of these codes can be looked up in the provided list of current and historical loan codes.
DOI: 10.7910/dvn/qhq756
title: PROSPERED Data Manual: Child Labour

description: Data manual for the PROSPERED Child Labor dataset.
DOI: 10.5063/f10p0x9j
title: Estimated Values for Permanent Permits in Alaska's Limited Fisheries 1978-2017

description: The Commercial Fisheries Entry Commision (CFEC) is an independent, autonomous agency of the State of Alaska which regulates entry into Alaska's commercial fisheries. The CFEC is committed to promoting conservation and sustained-yield management of Alaska's unique fishery resources and boosting economic stability among fishermen and their dependents. To ensure effective management of commercial fisheries, all vessels used for commercial fishing or related activities must be licensed by the CFEC. This includes fishing vessels, tenders, packers, processors, transporter vessels, and seine skiffs. The CFEC is responsible for leasing all commercial fishing permits including permits for limited-entry fisheries. Limited-entry fisheries include all state salmon fisheries, most herring fisheries, and various other fisheries. This dataset includes estimated values for permanent permits in Alaska’s limited salmon fisheries between 1978 and 2017. Data includes fishery, estimated permit value, range between highest and lowest values used to calculate the estimate, standard deviation of the calculation, dates relevant to permit transfers and estimated value, html file name of the estimated permit value report (to view report: append file name to 'https://www.cfec.state.ak.us/pmtvalue/'), gear type, and region in Alaska. The source of this permit information is the CFEC Fishery Statistics.
DOI: 10.5063/f11n7zcg
title: Daily escapement counts from Tanada Creek and Long Lake weirs, Alaska, 1974-2014

description: The number of mature salmon migrating from the marine environment to freshwater streams is defined as escapement. Escapement data are the enumeration of these migrating fish as they pass upstream, and are a widely used index of spawning salmon abundance. These data are important for fisheries management, since most salmon harvest occurs near the mouths of rivers where salmon spawn during this migration. Escapement data are collected in a variety of ways. Stationary projects utilize observers stationed along freshwater corridors who count salmon as they pass upriver through weirs. These counts usually represent a sample, and are expanded to represent a 24h period. In general, escapement counts do not represent total abundance, but instead an index of abundance. Surveys are usually timed to coincide with peak spawning activity, generally in the summer, but in the case of Coho salmon in the fall as well. This dataset contains salmon escapement data from Tanada Creek and Long Lake in the Copper River region of Alaska.
DOI: 10.5063/f14f1p0t
title: Estimated annual Chinook Salmon escapement at Copper River from 1980 to 2016

description: The data available in this package are estimates of Chinook salmon spawning escapement at Copper River in Alaska, obtained from the following publication: 'Savereide, J. W., M. Tyers, and S. J. Fleischman. Run Reconstruction, Spawner-Recruit Analysis, and Escapement Goal Recommendation for Chinook Salmon in the Copper River. Alaska Department of Fish and Game, Fishery Manuscript Series No. 18-XX, Anchorage.' Contained are three data tables: (i) "Copper.Chinook.Harvest.etc.1977.to.2016.xlsx" is a spreadsheet that details estimated annual Chinook salmon totals during 1975-2016. This speadsheet is also available as in csv format, (ii) "escapement_copper-river_chinook_1975-2016_excel-sheet-1.csv". Annual escapement estimates are extracted from this table and written to (iii) "escapement_copper-river_chinook_1999-2016_standardized.csv" in a standardized format.
DOI: 10.5063/f15b00qv
title: Community Database Online, Road and Ferry Connectivity of Alaska Communities

description: There is a high level of diversity of connectedness among Alaskan communities. Unlike the contiguous United States, a substantial number of Alaskan communities are not on the road system. When examining demographic, economic, or other sociocultural trends in Alaskan communities, knowing whether the community is on the road or ferry system is an important factor to consider. This dataset indicates whether communities in Alaska are accessible by the Alaska Marine Highway (ferry) and if they are connected by part of a major road system during the year 2016. Road connection was established by determining whether a community was part of a major road system, allowing surface transportation to other communities, the Canadian road system, and the roads in the lower 48. The data was collected by the Division of Community and Regional Affairs Research and Analysis division within the State of Alaska Department of Commerce, Community, and Economic Development. Data were extracted in June, 2018, from the Community Database Online community report (https://www.commerce.alaska.gov/dcra/DCRAExternal/Query?reportType=communityReport).
DOI: 10.5063/f1930rdr
title: Commercial vessel characteristics by year, state, Alaskan census area and city, 1978-2017

description: The Commercial Fisheries Entry Commision (CFEC) is an independent, autonomous agency of the State of Alaska which regulates entry into Alaska's commercial fisheries. The CFEC is committed to promoting conservation and sustained-yield management of Alaska's unique fishery resources and boosting economic stability among fishermen and their dependents. To ensure effective management of commercial fisheries, all vessels used for commercial fishing or related activities must be licensed by the CFEC. This includes fishing vessels, tenders, packers, processors, transporter vessels, and seine skiffs. The CFEC is responsible for leasing all commercial fishing permits including permits for limited-entry fisheries. Limited-entry fisheries include all state salmon fisheries, most herring fisheries, and various other fisheries. This data is based on commercial vessel licenses which are required for any vessel, boat, ship or other craft which is used for commercial fishing or for aiding or assisting in the performance of any activity related to commercial fishing (including refrigeration, transportation and processing). Data for characteristics of all commercial vessels registered with the CFEC are included in this dataset.
DOI: 10.5063/f1cv4fzx
title: Data on Alaskan Population demographics ranging from 1940 to 2015

description: These data comprise Census records relating to the Alaskan people's population demographics for the State of Alaskan Salmon and People (SASAP) Project. Decennial census data were originally extracted from IPUMS National Historic Geographic Information Systems website: https://data2.nhgis.org/main(Citation: Steven Manson, Jonathan Schroeder, David Van Riper, and Steven Ruggles. IPUMS National Historical Geographic Information System: Version 12.0 [Database]. Minneapolis: University of Minnesota. 2017. http://doi.org/10.18128/D050.V12.0). A number of relevant tables of basic demographics on age and race, household income and poverty levels, and labor force participation were extracted. These particular variables were selected as part of an effort to understand and potentially quantify various dimensions of well-being in Alaskan communities. The file "censusdata_master.csv" is a consolidation of all 21 other data files in the package. For detailed information on how the datasets vary over different years, view the file "readme.docx" available in this data package. The included .Rmd file is a script which combines the 21 files by year into a single file (censusdata_master.csv). It also cleans up place names (including typographical errors) and uses the USGS place names dataset and the SASAP regions dataset to assign latitude and longitude values and region values to each place in the dataset. Note that some places were not assigned a region or location because they do not fit well into the regional framework. Considerable heterogeneity exists between census surveys each year. While we have attempted to combine these datasets in a way that makes sense, there may be some discrepancies or unexpected values. Please send a description of any unusual values to the dataset contact.
DOI: 10.5063/f1dv1h45
title: Commercial salmon harvest data: gross earnings and number of fish, Alaska, 1975-2016

description: This dataset contains annual commercial salmon harvest information from fisheries in Alaska from 1975-2016, provided by the Alaska Department of Fish and Game (ADF&G). Included are the number of fish caught by salmon species, the number of people and permits issued, and the number of fish processors used, and vessels used. Three files are included with differing geographic resolutions, which from coarse to fine consist of spatial resolutions: commercial fishing area, commercial fishing district, and commercial fishing subdistrict. All files are annual with the exception of one, which organizes harvest data by statistical week. This time scale facilitates aggregated catch comparisons between years. Note that some rows within each file are marked as confidential when the number of either permits, people, or processors is under 3. Finer spatial or temporal resolution datasets result in more confidential rows. These data are provided to facilitate understanding of commercial harvest of salmon in Alaska, and how this harvest changes both over time and space. Data shown here were modified slightly from what was provided by (ADF&G) by replacing internal species and gear codes with more readily understandable species names and gear descriptions.
DOI: 10.5063/f1hm56pn
title: Data on Alaskan Budget Reports

description: These data consist of annual budget information for the state of Alaska over the years 1987-2016. Contained within is information pertaining to different sources of funding for different years, as well as expenditures(?) and grants. These data are a consolidation of the 28 data files that can be found by accessing http://www.legfin.akleg.gov/DynamicReports/Operating/SelectReport.php, selecting a given year's 'Actuals' and clicking the option 'Run Report.' This process is repeated for all available years, and then the data are consolidated into one .csv file. Precise definitions for the first 32 columns could not be ascertained, but the next 185 are codes relating to different initiatives in Alaska's budget, and their definitions are can be found at: http://www.legfin.akleg.gov/Other/FundCodesByNumber.pdf.
DOI: 10.5063/f1s46q6m
title: Daily salmon escapement counts from the OceanAK database, Alaska, 1921-2017

description: The number of mature salmon migrating from the marine environment to freshwater streams is defined as escapement. Escapement data are the enumeration of these migrating fish as they pass upstream, and are a widely used index of spawning salmon abundance. These data are important for fisheries management, since most salmon harvest occurs in freshwater rivers during this migration. Escapement data are collected in a variety of ways. Stationary projects utilize observers stationed along freshwater corridors who count salmon as they pass upriver through weirs or past elevated towers. Sonar equipment placed in the river can also give a stationary escapement count. These counts usually represent a sample, and are expanded to represent a 24h period. Escapement data can also be collected using aerial surveys, where observers in an aircraft provide an index to estimate escapement. In general, escapement counts do not represent total abundance, but instead an index of abundance. Surveys are usually timed to coincide with peak spawning activity, generally in the summer, but in the case of Coho salmon in the fall as well. This dataset contains salmon escapement data extracted from the Alaska Department of Fish and Game's OceanAK database, and contains data from multiple regions in Alaska.
DOI: 10.5063/f1ww7fxm
title: Daily escapement counts, Bristol Bay, Alaska, 1955-2017

description: The number of mature salmon migrating from the marine environment to freshwater streams is defined as escapement. Escapement data are the enumeration of these migrating fish as they pass upstream, and represent the total abundance of spawning salmon. These data are important for fisheries management, since most salmon harvest occurs in freshwater rivers during this migration. This dataset contains escapement data for sockeye salmon from the Bristol Bay region of Alaska in the years 1955-2017.
DOI: 10.7910/dvn/5wbnah
title: PROSPERED Data Manual: Family Leave

description: Data manual for the PROSPERED Family Leave dataset.
DOI: 10.7910/dvn/bozgbh
title: PROSPERED Data Manual: Paternity Leave

description: Data manual for the PROSPERED Paternity Leave dataset.
DOI: 10.7910/dvn/ptnqwl
title: PROSPERED Data Manual: Family Leave

description: Data manual for the PROSPERED Parental Leave dataset.
DOI: 10.18112/openneuro.ds001486.v1.1.1
title: Brain Correlates of Math Development
DOI: 10.5063/f1765ckr
title: Historic air temperatures in Alaska for 1901-2015, with spatial subsetting by region

description: The purpose of this project is to extract historic average Alaskan air temperatures across different time intervals for periods of interest (e.g. spawning season, growing season, monthly averages) across different regions of Alaska. Details on the extraction can be found in the file "AirTempHistoric.ipynb" within this package. In particular, the data files in this package comprise records for regional and temporal subsets of the original dataset, with the regional divisions determined by the SASAP (State of Alaska's Salmon and People) project. These data were derived from the "Historical Monthly Temperature - 1 km CRU TS" dataset, available at http://ckan.snap.uaf.edu/dataset/historical-monthly-temperature-1-km-cru-ts. The Historical Monthly Temperature - 1 km CRU TS dataset was created by Matthew Leonawicz, Michael Lindgren, Tom Kurkowski (takurkowski@alaska.edu), Scott Rupp, and John Walsh, funded by the Arctic Landscape Conservation Cooperative, Western Alaska Landscape Conservation Cooperative, and Northwest Boreal Landscape Conservation Cooperative (LCCs) and the Alaska Climate Science Center and is licensed under Creative Commons Attribution 4.0 (https://creativecommons.org/licenses/by/4.0/).
DOI: 10.5063/f1833q8c
title: Elevation per SASAP region and Hydrolic Unit (HUC8) boundary for Alaskan watersheds

description: This dataset was created to assess regions and watersheds of Alaska for mean elevation, minimum elevation, maximum elevation, median elevation, standard deviation of elevation, range of elevation and coefficient of variation of elevation in each SASAP region and each HUC8 watershed of Alaska. Three DEM's were mosaicked to make an Alaska-wide tiff. These include separate files for Alaska, the Yukon, and British Columbia. They were combined with the "sasap_regions.zip" shapefile (located here: https://knb.ecoinformatics.org/#view/urn:uuid:2c1c26fc-bfb9-4b6a-8d4a-0be8e61c4deb) to create the shapefile, "regions_elevation_shp.zip" and with the "sasap_watersheds_gapfix.zip" shapefile (located here: https://knb.ecoinformatics.org/#view/urn:uuid:2b5ab57e-38ec-4bc9-8290-f080ec0befb4) to create the shapefile "watersheds_elevation_shp.zip". CSV versions of the resulting shapefiles are also archived. The included python script, which was used to merge the data, outlines the process in more detail.
DOI: 10.5063/f1bv7dv0
title: Harvest of Salmon across Commercial, Subsistence, Personal Use, and Sport Fish sectors, Alaska, 1995-2016

description: This data represents harvest of salmon in Alaska across the commercial, subsistence, personal use, and sport fish sectors. Each of these harvest sectors has a distinct permitting system governed by different departments within the Alaska Department of Fish and Game (ADFG). Commercial harvest is regulated under the Commercial Entry Fishery Commission (CFEC), and refers to the harvest of fish for the purposes of selling them to another party. Subsistence harvest is regulated under the ADFG Subsistence Division, and refers to the harvest of fish for customary and traditional use. Whether use of a stock of fish is considered a "customary and traditional" use is determined by several factors, including length and consistency of use, seasonality, methods and means of harvest, geographic areas, means of handling, preparing, preserving, and storing, intergenerational transmission of knowledge and skills, distribution and exchange, and diversity of resources in an area. Personal use harvest is also governed by the ADFG Subsistence Division. The personal use fishery was created in response to the enactment of the state's subsistence priority law, which precluded some individuals from participating in customary and traditional subsistence fisheries because the stocks they fish are not classified as customary and traditional use stocks. Because the gear associated with the personal use fishery is distinct from the gear typically associated with the sport fishery, the personal use fishery was kept distinct from the sport fishery to prevent confusion amongst the public. More information on the personal use fishery can be found in the Alaska state regulations, Chapter 77 "Personal Use Fishery, Article 1” (5 AAC 77.001). Sport fish harvest is regulated under the ADFG Division of Sport Fish, and refers to the taking of or attempting to take for personal consumption, and not for sale or barter, a fish by hook and line either held in the hand or closely attended. These data are derived from four source datasets: Subsistence and Personal Use Harvest - https://knb.ecoinformatics.org/#view/urn:uuid:7e4586c0-9812-4355-8f3b-1445b9a8ca53 Commercial Harvest (CFEC) - https://knb.ecoinformatics.org/#view/urn:uuid:40473bde-9774-4581-aafb-5d2c3b4a70d1 Commercial Harvest(ADFG Annual Management Reports) - https://knb.ecoinformatics.org/#view/urn:uuid:31b421f3-c48c-473a-bc20-601c738b3a3c Sportfish Harvest - https://knb.ecoinformatics.org/#view/urn:uuid:6a6a530f-3660-424f-adab-c771d1c89a5d) The included .Rmd file sources files from these datasets, aggregates over regions to obtain total harvest by species and region, and merges data from all of the sectors into a single file (Harvest_All_Sectors.csv). The .Rmd file also creates basic plots of harvest by sector by region.
DOI: 10.5063/f1mc8x8m
title: Glaciers in Alaska with subsetting by watershed and SASAP region

description: Glaciers in Alaska were analyzed by watershed and region of Alaska for the State of Alaska Salmon and People (SASAP) project. 188 watersheds and thirteen regions were assessed for number of intersecting glaciers, area covered by glaciers, and other glaciers statistics as described in "Glaciers.ipynb" in this package. Glaciers data is based on the River Analysis Project (RAP) dataset as outlined in "A Riverscape Analysis Tool Developed to Assist Wild Salmon Conservation Across the North Pacific Rim" by Whited, D. C., J. S. Kimball, J. A. Lucotch, N. K. Maumenee, H. Wu, S. D. Chilcote, and J. A. Stanford (2012). Glacier polygons in the RAP dataset were provided directly by the authors and are based on 1990s-era Landsat 4 and 5 satellite data, with methodology outlined in the publication above. Regions are determined by the SASAP project and watersheds are based on HUC8 definitions from the International Joint Commission and sub-sub-drainages from the Canadian National Hydro Network.