cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.20383/101.0140
title: Aggregate hydraulic conductivity data from site investigations in south-central Saskatchewan, Canada

description: Pleistocene-aged glacial till aquitards are important shallow hydrogeological units across much of the Northern Hemisphere. Characterizing the hydrogeological properties of these aquitards at a regional scale is important for land use planning and resource management. Here, 606 hydraulic conductivity data points from 20 sites collected from 26 reports are compiled. The referencing information, spatial location, hydraulic conductivity test type, and any other information associated with the hydraulic conductivity data is included where possible. After filtering the data for reliability and outliers, 393 data points from 15 sites are identified as representative hydraulic conductivity values of glacial till aquitards in Saskatchewan, Canada.
DOI: 10.20383/101.0154
title: Aggregated gridded soil texture dataset for Mackenzie and Nelson-Churchill River Basins.

description: The dataset contains 0.125 resolution gridded soil texture data for Mackenzie and Nelson-Churchill River Basins. The data has been aggregated from two source datasets, namely Soil Landscapes of Canada 2.2 dataset and STATSGO2 dataset for USA. The final texture data has the minimum, maximum and average percent for sand, clay and organic components of soil per grid cell of the two basins. This data set is particularly created for the use with MESH (Modélisation Environnementale communautaire - Surface Hydrology), a distributed coupled hydrology-land surface model developed by Environment and Climate Change Canada, as applied to Mackenzie and Nelson-Churchill River Basins. It can be used for similar applications of land surface, hydrology, or environmental models as appropriate.
DOI: 10.15468/dl.kpqr3j
title: Occurrence Download

description: A dataset listing the 166 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.87752 43.20703,-79.87015 43.20703,-79.86745 43.21138,-79.87086 43.21498,-79.87752 43.21648,-79.88113 43.20882,-79.87752 43.20703))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 166 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017456-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20383/101.0115
title: Atmospheric, soil, surface and groundwater data from the St Denis National Wildlife Area, Saskatchewan, Canada

description: The St Denis National Wildlife Area database contains data for the prairie research site, St Denis National Wildlife Research Area, and includes atmosphere, soil, and groundwater. The meteorological measurements are observed every 5 seconds, and half-hourly averages (or totals) are logged. Soil moisture data comprise volumetric water content, soil temperature, electrical conductivity and matric potential for probes installed at depths of 5 cm, 20 cm, 50 cm, 100 cm, 200 cm and 300 cm in all soil profiles. Additional data on snow surveys, pond and groundwater levels, and water isotope isotopes collected on an intermittent basis between 1968 and 2018.The metadata table provides location information, information about the full range of measurements carried out on each parameter and GPS locations that are relevant to the interpretation of the records. **Please note: This dataset is linked to an ESSD paper at https://doi.org/10.5194/essd-11-553-2019.  The authors kindly request that you reference this paper in addition to the dataset.
DOI: 10.20383/101.0169
title: Data files for: Predictable Shorebird Departure Patterns from a Staging Site can Inform Collision Risks and Mitigation of Wind Energy Developments

description: Data files containing 1) Chaplin and Reed Lakes Local Telemetry Tower Array Information (2015-2017) 2) Summary of Radiotagged Sanderling tagging, staging and migration data at Chaplin and Reed Lakes, Saskatchewan (2015-2017) 3) Weather Data associated with Sanderling Departures, Arrivals, and 3 Days prior to Movements (2015-2017) 4) Departing Flock Visual Observations at Chaplin Lake, Saskatchewan (2017)
DOI: 10.20383/101.0200
title: A soil permittivity and temperature dataset of Canadian agricultural soils acquired in laboratory and in situ

description: The aim of this research project is to develop an in situ method to measure hydrological processes in frozen soils through the characterization of coaxial impedance dielectric reflectometry probe response to soil freeze-thaw events. Details on the collection process are outlined in the README file ‘LabInSituPermittivityTemperature.txt’ and in the publication https://doi.org/10.5194/essd-11-787-2019. This dataset will also support the project titled Transformative sensor Technologies and Smart Watershed (TTWS), which is a Pillar 3 project under the Global Water Futures Program funded by the Canada First Research Excellence Fund.
DOI: 10.20383/101.0211
title: Arsenic Oxidation by Flavin-Derived Reactive Species under Oxic and Anoxic Conditions

description: The objective of this research is to see how the redox and pH conditions impact the oxidation of arsenic (As) in the presence of reduced and oxidized riboflavin species. Batch experiments using simple dark-brown glass reactors were conducted under anoxic (glovebox filled with 97-98% nitrogen and 2-3% hydrogen gases) and oxic (purified air introduced to the reactors through tubes) conditions and a range of pre-designed solution pH from 5.2 to 9.0. Variables collected in this research include the concentrations of arsenate (As(V)), arsenite (As(III)), total riboflavin, oxidized riboflavin and hydrogen peroxide (H2O2), all as a function of time. As(V) and As(III) concentrations in solution samples collected at different time points from 1 to 55 min were determined by hydrogen-generation atomic fluorescence spectrometry (HG-AFS, PS Analytical) with a detection limit of 0.5 μg/L. To measure As concentrations below this limit, anodic stripping voltammetry was performed using a 797 VA Computrace equipped with the TRACE Gold sensor (Metrohm, Application Bulletin 416/3). The total riboflavin concentrations were determined by measuring the fluorescence signal at the excitation/emission wavelength of 450/520 nm with a Flexstation-3 Multimode Reader (Molecular Devices) equipped with black/clear bottom 96-well microplates. The concentrations of oxidized riboflavin were measured by UV-vis spectrophotometry, with absorbance measured on a Flexstation-3 Multimode Reader (Molecular Devices). The detection limit of total riboflavin and oxidized riboflavin is 16 nmol/L. The concentrations of H2O2 were measured following the protocol of the commercial Fluorimetric Hydrogen Peroxide Assay Kit (Sigma-Aldrich). The fluorescence was measured at the excitation/emission wavelength of 540/590 nm, with a detection limit of 0.01 μmol/L. Additional details on the experimental setup for data collection can be found in the Supporting Information at https://doi.org/10.1021/acs.est.9b03188. The data in this research were collected in the Ecohydrology Research Group laboratories at the University of Waterloo. Funding for this work was provided by the Canada Excellence Research Chair in Ecohydrology,
DOI: 10.20383/101.0296
title: Saskatchewan RCT - Walking Intervention for the Management of Chronic Low Back Pain

description: Anonymized data from 174 participants taking part in a randomized controlled trial exploring for the effectiveness of a clinician guided walking programme to manage Chronic Low Back Pain.
DOI: 10.20383/101.0221
title: Meteorological observations and measurements collected during the Storms and Precipitation Across the continental Divide Experiment (SPADE), April – June 2019

description: Global Water Future’s Storms and Precipitation Across the continental Divide Experiment (SPADE) was initiated to enhance our knowledge of the contribution of different moisture flows on precipitation across the Canadian Rockies. SPADE installed instrumentation on both sides of the continental divide to gather automated and manual observations during an intensive field campaign from 24 April to 26 June 2019. Various meteorological instruments were deployed including a two Doppler LiDARs, three vertically pointing micro rain radars and three optical disdrometers, alongside human observers during precipitation events. Detailed meteorological data such as air temperature, relative humidity, 3D wind fields, vertical profiles of radar reflectivity and Doppler velocity, precipitation and its type, and snow microphotography images were collected. This dataset will serve as a baseline for future work on atmospheric conditions over major orographic features by comparing the varying conditions on either side of a large topographic feature.
DOI: 10.15468/76w6d5
title: Descriptions of four new species of atyid shrimp (Crustacea, Decapoda, Atyidae) in Vietnam

description: This dataset contains the digitized treatments in Plazi based on the original journal article Do, Van Tu, Phan, Thi Yen, von Rintelen, Kristina, Le, Hung Anh, von Rintelen, Thomas (2025): Descriptions of four new species of atyid shrimp (Crustacea, Decapoda, Atyidae) in Vietnam. ZooKeys 1247: 151-186, DOI: 10.3897/zookeys.1247.148607, URL: https://zookeys.pensoft.net/article/148607/download/xml/AbstractRecent surveys revealed a high biodiversity of freshwater shrimps, Atyidae De Haan, 1849 in northern Vietnam. Here, we describe four new species of the genus Caridina, C. ngocson sp. nov., C. xuanlien sp. nov., C. tanson sp. nov., and C. tamkim sp. nov. The new species can be distinguished from their congeners by distinct characteristics of the rostrum, stylocerite, first and second pereiopods, male first and second pleopods, and uropodal diaeresis. Molecular phylogenetic analyses of the mitochondrial cytochrome oxidase subunit I (COI) and 16 S ribosomal RNA (16 S) genes support the distinctness of the new species from all other species examined.
DOI: 10.20383/101.0247
title: Responses of juvenile fathead minnow (Pimephales promelas) gut microbiota to a chronic dietary exposure of benzo[a]pyrene

description: These data are collected from juvenile fathead minnows (Pimephales promelas) that were exposed to benzo[a]pyrene (BaP) as well as fish exposed to a solvent control for two weeks via the diet. The samples were sterilely collected from whole fathead minnow guts and stored at -80°C until DNA and RNA extraction. The guts were used for 16S rRNA sequencing to analyze the impact of BaP on gut microbial communities. Each fish was analyzed independently (samples were not pooled). The results of this study showed a significant effect of BaP exposure on gut microbial community.
DOI: 10.20383/101.0255
title: Impacts of the Husky oil spill on gut microbiota of native fish species to the North Saskatchewan River

description: These data are collected from goldeye (Hiodon alosoides), walleye (Sander vitreus), northern pike (Esox lucius), and shorthead redhorse (Moxostoma macrolepidotum) from the North Saskatchewan River in 2017, following the Husky oil spill. The samples (gut contents) were sterilely collected from the guts of each fish and stored at -80C until DNA extraction. The guts were used for 16S rRNA sequencing to analyze differences in the microbiome among species as well as the impact of the Husky oil spill on gut microbial communities. Each fish was analyzed independently (samples were not pooled). The results of this study showed a significant effect of host species on the gut microbiome as well as marginal effects of the Husky oil spill.
DOI: 10.20383/101.0257
title: Data file for "Species traits predict the aryl hydrocarbon receptor 1 (AHR1) subtypes responsible for dioxin sensitivity in birds"

description: This file contains collated data of the AHR1 ligand binding domain subtypes, embryonic dioxin EC50 values, and 17 life history traits for 89 avian species. The traits included in this dataset are indicative of each species's developmental rate, fecundity, level of contaminant depuration into the egg, body size, longevity, migration strategy, range, habitat type, trophic level, and degree of sociality and sexual competition. Most birds in this dataset are North American species. These data are associated with the article, "Species traits predict the aryl hydrocarbon receptor 1 (AHR1) subtypes responsible for dioxin sensitivity in birds" by Bianchini and Morrissey (2020). The data were used to investigate the relationship between species traits, phylogeny, and AHR1 subtypes in birds.
DOI: 10.5065/d6sj1jch
title: The NA-CORDEX dataset
title: The North American CORDEX dataset

description: The NA-CORDEX data archive contains output from regional climate models (RCMs) run over a domain covering most of North America using boundary conditions from global climate model (GCM) simulations in the CMIP5 archive. These simulations run from 1950-2100 with a spatial resolution of 0.22°/25km or 0.44°/50km. Data is available for impacts-relevant variables at daily and longer frequencies in CF-compliant netCDF format.
DOI: 10.20383/102.0375
title: Data and code for An analytical model for lateral erosion from saltating bedload particle impacts

description: Excel files and Matlab code for An analytical model for lateral erosion from saltating bedload particle impacts published in JGR Earth Surface
DOI: 10.20383/101.0303
title: Dual brain cortical calcium imaging reveals social interaction-specific correlated activity in mice

description: Support data for figures in “Dual brain cortical calcium imaging reveals social interaction-specific correlated activity in mice” Each 7.z file contains multiple folders. Files are named after experimental conditions. Please see the README file for further details. If you use these data, please cite the dataset and the accompanying publication. Abbreviated title: Imaging inter-mouse brain synchronization Nicholas J. Michelson, Federico Bolaños, Luis A. Bolaños, Matilde Balbi, Jeffrey M. LeDue, and Timothy H. Murphy*
DOI: 10.15468/dl.dgmbp2
title: Occurrence Download

description: A dataset containing 16958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platanthera bifolia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 16958 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017466-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18511256
title: Maria Schefter Farm (LiDAR) February 5 2026

description: This orthomosaic of Yona, Guam was created from 142 images taken on February 5 2026, at 100ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.18511270
title: ON THE ANALYTICAL SOLUTION OF SYSTEMS OF LINEAR INTEGRAL EQUATIONS

description: This article analyzes the mathematical essence of systems of linear integral equations and the problems of their solution. In the course of the study, Fredholm and Volterra systems of integral equations of the second kind are considered in a general form, and the conditions for the existence of solutions as well as their main properties are described. Special attention is paid to the structure of the integral kernel, and effective methods for solving systems with separable (degenerate) kernels are demonstrated.

The obtained results have significant theoretical and practical importance for the study of the theory of integral equations and for solving applied problems related to mathematical modeling. In addition, the research results can be used as a methodological resource in teaching mathematical analysis and functional analysis in higher educational institutions.
DOI: 10.5281/zenodo.18511271
title: ON THE ANALYTICAL SOLUTION OF SYSTEMS OF LINEAR INTEGRAL EQUATIONS

description: This article analyzes the mathematical essence of systems of linear integral equations and the problems of their solution. In the course of the study, Fredholm and Volterra systems of integral equations of the second kind are considered in a general form, and the conditions for the existence of solutions as well as their main properties are described. Special attention is paid to the structure of the integral kernel, and effective methods for solving systems with separable (degenerate) kernels are demonstrated.

The obtained results have significant theoretical and practical importance for the study of the theory of integral equations and for solving applied problems related to mathematical modeling. In addition, the research results can be used as a methodological resource in teaching mathematical analysis and functional analysis in higher educational institutions.
DOI: 10.15468/dl.398tth
title: Occurrence Download

description: A dataset containing 266260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Observation.org, Nature data from around the World)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR, NT)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2025-2026"
 ]
}

 The dataset includes 266260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017461-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amzzg4
title: Occurrence Download

description: A dataset containing 7086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platanthera chlorantha, Platanthera montana)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 7086 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18510710
title: SuperDARN data in netCDF format (2015-Nov)

description: 2015-Nov SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6425509
title: SuperDARN data in netCDF format (2015-Nov)

description: 2015-Nov SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.5a6d76
title: Occurrence Download

description: A dataset containing 1504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pleurospermum austriacum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1504 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017469-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.