cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.24431/ax1k93ei98
title: NPRB Project 925 Improved Capacity for Ensuring Alaskan Shellfish Safety 2009-2011, Stewart, T.

description: Domoic acid (DA) is a potent toxin found intermittently in shellfish and is responsible for amnesic shellfish poisoning in humans. An ELISA for
 domoic acid has been evaluated for use in monitoring Alaskan shellfish. The performance of the assay was determined using a variety of shellfish species. 
 Studies were designed to measure accuracy, precision, recovery, specificity, ruggedness, and correlation with high performance liquid chromatography (HPLC).
 The assay limit of detection is approximately 4 ppm. The assay is specific for DA and no matrix interference was observed. Correlation with HPLC was excellent. 
 Spike recovery averaged 95%. Correlation coefficients of replicates were approximately 15%. Validation results have been submitted to the International 
 Shellfish Sanitation Conference with an application for regulatory approval. 
 The field assay based on this method has been developed for use at the point of sample collection, e.g., on a beach or boat. Evaluation of this field
 test was performed using a variety of shellfish species. Briefly, a sample extract is diluted and placed on a membrane filter that responds to the 
 presence of DA. A colored pattern is produced on the white membrane similar to a home pregnancy test. Concentrations of DA are estimated by comparing 
 the color response to a reference chart. The assay is specific for DA and no matrix interference was observed among the species tested. The low cost, 
 simplicity, sensitivity, and rapid analysis time provided by this assay make it useful to a variety of groups interested in monitoring DA concentrations 
 in environment samples. 
 These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9il3x4
title: Pribilof Islands Community-Based Ocean Monitoring Program (NPRB Project 733)

description: The Pribilof Islands Aleut communities of St. Paul and St. George, in collaboration with the NOAA Pacific Marine Environmental
 Laboratory (PMEL) began the Pribilof Islands Community-Based Ocean Monitoring Program (PICBOMP) in 2007. The PICBOMP is designed
 to collect continuous water temperature and salinity measurements to provide a time series of high quality oceanographic measurements
 from shallower coastal Bering Sea waters. These data are currently unavailable for monitoring changes in ocean characteristics.
 The results of this study show that near-shore ocean monitoring sites such as those maintained by the Pribilof communities can
 provide a valuable long-term source of low-cost, real-time oceanographic data. The instrumentation and data relay system worked
 exceptionally well and the initial deployments also provided valuable information on improvements to the system for these and future
 near-shore moorings. This was especially valuable in terms of instrument placement in the harbors and proximity to runoff and
 fresh-water influx. The initial success of the PICBOMP demonstrates that scientific observation can be coupled with community
 involvement and local knowledge for a constructive partnership toward the assessment of long-term changes in the Bering Sea. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9bashu
title: Factors Affecting Winter Survival of Chinook Salmon in the Bering Sea, Robert V. Walker

description: Data collected on condition and feeding of small Chinook salmon caught incidentally in southeastern Bering Sea trawl fishery,
 2010-2012. Data include length, weight, sex, maturity, stomach content weight, diet composition, electronic estimate of lipid content
 (fatmeter), energy density (caloric value) of whole body homogenate, and stable nitrogen and carbon isotopes. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.15468/dl.nthg3n
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus elongatus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006852-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24431/ax1k930m9r
title: NPRB Project 1020 Beringwatch/Island Sentinel Online Community-Based Monitoring Program in the Pribilof Islands

description: The current dataset represents data collection Online Community Based Ecological Monitoring in the Bering Sea. The online BeringWatch
 database is a system developed to facilitate community based ecological monitoring efforts in Bering Sea villages. It is an online database
 tool for non-scientists in remote locations to record and communicate environmental and ecological events. The system utilizes a database
 structure developed and refined over the past 10 years by the Tanam Amgig^naan (Island Sentinel) Programs of St. Paul
 and St. George Islands, Alaska. The online system has been successfully operating for several years (initial implementation phase) in a small
 selection of remote Aleutian Island and Bering Sea communities.The system was designed to be flexible and expandable in order to accommodate
 the diverse needs of multiple communities and the potential for more detailed data formats and languages. Recent upgrades to the system include
 quality control mechanisms that are integrated directly into the system, data collection protocols, and a formalized external expert review panel.
 The refinement of the system is also intended to facilitate usage by a broader user group within each community through the creation of a “Citizen Sentinel”
 program. In order to accomplish this we have refined our data output mechanism to allow maximal exposure of data collection efforts, especially for the
 purpose of community education and interaction with external scientists. An integral component of this effort is the consolidation and conversion of data
 collected by the the Aleut Community of St. Paul-Tribal Government-Ecosystem Conservation Office (ECO) and the St. George Traditional Council Kayumixtax
 Eco-Office from 2000 to 2011 into the new online database format. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9msao2
title: Long-term observations on the Bering Sea shelf: biophysical moorings at sites 2 and 4 as sentinels for ecosystem change (NPRB Project 203)

description: Biophysical measurements have been made at mooring Site 2 (56.88°N, 164.03°) almost 
continuously since 1995, providing the longest near continuous time-series of 
biophysical variables on the Bering Sea shelf. A series of moorings have also been 
deployed at Site 4 (57.85°N, 168.87°W) since 1995, providing almost six years of 
more sporadic data. Added to the biophysical data collected by the moorings, water 
property measurements have been made at locations around the moorings and along the 
70-m transect since 1995. Such long-term observations provide critical data that 
allow characterizations of interannual variability, quantification of regime shifts 
and climate change. This project partially funds continued measurements at both Sites 
2 and 4, together with water samples and plankton samples around both mooring sites and 
along the monitoring line
. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9sgvi8
title: Bowhead whale baleen stable isotopes North Slope Alaska 2010, Lysiak, N.

description: Carbon and nitrogen stable isotope ratios from bowhead whale baleen plates are reported in a Microsoft Excel Spreadsheet.
 These data were collected from bowhead whales that were harvested off the North Slope of Alaska, and the geographic coverage of these data
 includes the full habitat range of bowhead whales. Stable isotope data were collected from whales harvested between April 29 and May 12, 2010. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.15468/dl.a5kqjm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus elongatus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006850-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24431/ax1k9pi546
title: Development of EST-SSR PCR primers within three North Pacific rockfishes of the genus Sebastes

description: These data are part of a study detailed in Manuscript of Buonaccorsi V.P., Raybuck B., 2012 (Development of EST-SSR PCR primers within three North Pacific rockfishes of the genus Sebastes.
 Conservation Genetics Resources. DOI. 10.1007/s12686-012-9742-2.). These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.15468/dl.m27sy8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus elongatus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006851-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24431/ax1k94h63i
title: AFSC NPRB Conrath Conners Octopus Studies 2009-2011 Kodiak Alaska Life History and Habitat Pot Gear

description: Data collected during 2010-2011 field studies of giant Pacific octopus Enteroctopus dofleini for NPRB.
 Includes data on habitat pot gear study: fishing locations, pot types, deployment and retrieval dates, and catch
 in pots (octopus and bycatch). Also includes specimen data (sex. weight, mantle length, gonad maturity, gonad weights, GSI)
 from octopus in life history study. Life history specimens come from pot gear fishing and donations from commercial fishermen. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9w92uk
title: Walrus Survey Data Russia side, 2006, Meehan, R.

description: This Access database contains locations, dates, times, and numbers of walruses estimated from thermal imagery and photography as they were
 hauled out on Bering Sea pack ice in Russia. All data in Russia were collected from 03 April 2006 to 23 April 2006 Alaska Standard Time. An
 associated database contains estimated numbers of walruses hauled out on Bering Sea pack ice on the US side. An additional associated database
 contains haulout information from satellite tagged walruses that was used to estimate the proportion of the population in the water and unavailable
 for detection by the thermal scanners. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9krjsd
title: Integrating local traditional knowledge and subsistence use patterns with aerial surveys to improve scientific and local understanding of the Iliamna Lake seals.

description: The dataset provides a summary of data obtained (1) through aerial surveys of the abundance and seasonality of seal presence in Iliamna
 lake, Alaska between 2011-2013; (2) through interviews with local community members to gather information about their use of seals from the
 lake, and their understanding of the seals' biology and ecology, and (3) from tissue samples collected from seals harvested by locals in Iliamna
 lake. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9p4x39
title: WEBSEC-72: Rescue of historical Beaufort Sea zooplankton communities

description: A major challenge in climate-related studies is lack of historical data against which to assess biological response
 to changes in the physical environment. Here we report on the zooplankton collected in the Beaufort Sea during August 1972
 on the US Coast Guard’s Western Beaufort Sea Ecological Cruises (WEBSEC) using a 570 µm mesh-net. Using data from 66 stations,
 we determined an average abundance of 42.4 individuals m-3 and 13.7 mg DW m-3 holozooplankters, plus 29.1 individuals m-3 and
 0.2 mg DW m-3 for merozooplankters. The most prominent holoplanktonic taxa were copepods (Calanus hyperboreus, Calanus glacialis,
 and the Pseudocalanus species complex) and the larvacean Oikopleura vanhoeffeni, with notable contributions by the copepods Jashnovia
 tolli and Metridia longa, the hydromedusae Aglantha digitale and the chaetognath Parasagitta elegans. Meroplankton was represented
 largely by barnacle nauplii, barnacle cyprids, and polychaete larvae. Multivariate analysis revealed both along-shelf and cross
 shelf patterns, related to water temperature and sea ice concentration. This data helps lay the foundation against which changes
 in the zooplankton communities of the Beaufort Sea could soon be assessed. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.15468/dl.z9qc26
title: Occurrence Download

description: A dataset containing 47000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenochaetus striatus"
 ]
}

 The dataset includes 47000 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006853-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24431/ax1k9tyial
title: AFSC/RACE: NPRB Project# 0926: Assessing the condition of walleye pollock, Theragra chalcogramma, larvae in the eastern Bering Sea with muscle-based flow cytometry cell cycle analysis

description: Walleye pollock are an important component of the eastern Bering Sea ecosystem due to their vast numbers and biomass and are of great commercial importance. Their recruitment in the
 eastern Bering Sea is not well understood but it is largely determined during the first year, so the larval stage may play a significant role. Starvation may contribute to the high and
 variable mortality that occurs during the larval stage so it is important to monitor and quantify it. This metadata describes data from laboratory and field studies conducted from 2009 to 2012
 for NPRB project 926. The project completed the development of an assay using flow cytometric cell cycle analysis to assess the physiological condition of walleye pollock larvae, and applied
 it to field collected specimens. The use of RNA to improve the accuracy of the assay was also investigated, as well as the relationship between flow cytometric measurements and growth. Results
 showed that the overall classification accuracy of the assay (healthy or unhealthy) ranged between 75 and 83% depending on the type of cross-validation testing. A nuclear RNA variable (the
 ratio of the number of S phase nuclei to the number of high nuclear RNA content G1 phase nuclei) improved overall classification accuracy by 11% compared to a model without it. Unhealthy
 walleye pollock larvae were present in the southeastern Bering Sea in 2009, and this was most likely the result of cold environmental conditions affecting prey availability and larval feeding.
 In 2010, no unhealthy larvae were detected. This may be the result of less spatial coverage and smaller collections of larvae than in 2009, given that the environmental conditions were similar
 between years. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.24431/ax1k9x9a87
title: Burton Island – 1950s Historical Chukchi and Beaufort Sea zooplankton communities, Hopcroft R.

description: A major challenge in climate-related studies is lack of historical data against which to assess biological
 response to changes in the physical environment. Here we report on the zooplankton collected in the Beaufort Sea,
 Chukchi Sea and adjoining Canada Basin during 1950-1953 cruises by the US Coast Guard’s Burton Island and during
 1949 in the Chukchi by the Cedarwood using a 363/156 µm mesh Nansen net and ~150 µm mesh net, respectively. Although
 the Burton Island samples total 135, inadequate preservation rendered only 65 of these samples suitable for re-analysis;
 similarly only 24 of the 35 Cedarwood samples were suitable for analysis. For the Burton Island, we determined an average
 abundance of 452 individuals m-3 and 6.58 mg DW m- and 69 individuals m-3 and 0.8 mg DW m-3 were captured for the holozooplankters
 and the merozooplankters respectively. For the Cedarwood, we dermined that an average abundance of 806 individuals m-3 and 20.5 mg
 DW m-3 were captured for the holozooplankters, plus 262 individuals m-3 and 3.6 mg DW m-3 for merozooplankters. The most prominent
 holoplanktonic taxa were copepods and their composition varied between the Chukchi and Beaufort domains, as confirmed by
 multivariate analysis. Some caution must be exercised in using these data as specific taxa and/or life stages may have been
 removed from the collections over time and not recorded. Nonetheless, this data establishes that Pacific-affinity zooplankton
 species have been advected into the Chukchi and across the shelf break for at least the past 60 years. These datasets were archived as part of the North Pacific Research Board legacy project recovery effort undertaken by Axiom Data Science and NPRB in 2025. The goal of the recovery effort was to assess the NPRB-funded data projects from 2002 to 2014 and archive final data packages that were ready for publication to increase long-term accessibility and discoverability. Data packages were archived as is given limited funding and resources.
DOI: 10.15468/dl.nrztt7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus elongatus",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006855-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr4fkq
title: Occurrence Download

description: A dataset containing 347365 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Arizona State University Vascular Plant Herbarium"
 ]
}

 The dataset includes 347365 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006841-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/r5syek
title: Replication Data for: Misallocation and Access to Subsidized Credit: Can the Brazilian Development Bank Target Credit-Constrained Firms?

description: This database refers to the paper "Misallocationand Access to Subsidized Credit: Can the Brazilian Development Bank Target Credit-Constrained Firms?".

We provide the code we used to build the paper. The research data is not provided because it is confidential and must be accessed locally at a restricted room of the Brazilian Institute of Geography and Statistics (IBGE), Rio de Janeiro, Brazil.