cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25318/3310084701-fra
title: Nombre d’entreprises au Canada, selon le groupe de revenus et le genre du propriétaire

description: Nombre annuel d’entreprises selon le genre (homme+, femme+) du propriétaire et le groupe de revenus.
DOI: 10.17632/sm29k8c37w.1
title: Detrital zircon data_Supplementary Material 2

description: This file contains the following data of the detrital zircons from ENC:
1. Data for detrital zircon U-Pb dating and trace element compositions.
2. Collecting detrital zircon age data of sandstones from other studies.
DOI: 10.17632/pdn9kb984r.1
title: Data for "The effects of human presence, restraint, and stressed neighbors on corticosterone levels in domesticated budgerigars (Melopsittacus undulatus)"

description: Limiting stress during interactions between captive animals and humans is important for effective husbandry. One physiological change during the vertebrate stress response is the release of glucocorticoid hormones. Here, we measured plasma corticosterone in female domesticated budgerigars (Melopsittacus undulatus) to test whether human presence, restraint, or removal and return of a newly stressed neighbor increases corticosterone. The presence of humans for 15 minutes at the beginning of the experiment did not significantly elevate corticosterone above baseline levels, suggesting that birds that acclimate to humans are minimally affected by their presence. However, at the end of the experiment after multiple blood sampling events, the same human presence test significantly elevated corticosterone above baseline and human presence levels measured at the beginning of the experiment. Thus, repeated blood sampling could cause progressively stronger stress responses to human presence. Restraint-induced corticosterone levels were significantly higher than all other treatments, indicating that human handling activates the stress response. After stressed birds were returned home, corticosterone levels of their neighbors were significantly higher than baseline at 25 and 45 minutes post-return. However, the 25 and 45 minute corticosterone levels were not significantly different from each other or levels induced by human presence at the beginning or end of the experiment. This outcome suggests that social transmission of stress was limited across the sampled time frame. These data highlight the importance of evaluating the costs and benefits of different human-animal interactions in captivity, including in domesticated species that are more tolerant of forced proximity to humans.

Please see our BioRxiv Preprint (and eventual publication) for more information on the specific details of our protocol and statistical analysis.
DOI: 10.17632/pdn9kb984r.2
title: Data for "The effects of human presence, restraint, and stressed neighbors on corticosterone levels in domesticated budgerigars (Melopsittacus undulatus)"

description: Limiting stress during interactions between captive animals and humans is important for effective husbandry. One physiological change during the vertebrate stress response is the release of glucocorticoid hormones. Here, we measured plasma corticosterone in female domesticated budgerigars (Melopsittacus undulatus) to test whether human presence, restraint, or removal and return of a newly stressed neighbor increases corticosterone. The presence of humans for 15 minutes at the beginning of the experiment did not significantly elevate corticosterone above baseline levels, suggesting that birds that acclimate to humans are minimally affected by their presence. However, at the end of the experiment after multiple blood sampling events, the same human presence test significantly elevated corticosterone above baseline and human presence levels measured at the beginning of the experiment. Thus, repeated blood sampling could cause progressively stronger stress responses to human presence. Restraint-induced corticosterone levels were significantly higher than all other treatments, indicating that human handling activates the stress response. After stressed birds were returned home, corticosterone levels of their neighbors were significantly higher than baseline at 25 and 45 minutes post-return. However, the 25 and 45 minute corticosterone levels were not significantly different from each other or levels induced by human presence at the beginning or end of the experiment. This outcome suggests that social transmission of stress was limited across the sampled time frame. These data highlight the importance of evaluating the costs and benefits of different human-animal interactions in captivity, including in domesticated species that are more tolerant of forced proximity to humans.

Please see our BioRxiv Preprint (and eventual publication) for more information on the specific details of our protocol and statistical analysis.
DOI: 10.15468/dl.fucb7y
title: Occurrence Download

description: A dataset containing 143407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon cinereus (Green, 1818))"
 ]
}

 The dataset includes 143407 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000436-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86f5fg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia L.",
 "Country is Albania",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000460-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k3yvcw2v5b.1
title: Image Dataset of Paper-Based Biosensor for CA19-9 Detection Using Melanin Nanoparticles: Machine Learning and Deep Learning Analysis for Pancreatic Cancer Biomarker Monitoring

description: This dataset focuses on the development and evaluation of a paper-based colorimetric biosensor utilizing natural melanin nanoparticles derived from cuttlefish for the detection of the pancreatic cancer biomarker CA 19-9. The melanin nanoparticles were extracted, purified, and functionalized with glutaraldehyde to enable antibody immobilization, as confirmed by ATR-FTIR and XPS analyses. Anti-CA 19-9 antibodies were conjugated to the functionalized surface, and the biosensor's interaction with varying concentrations of CA 19-9 solutions—specifically 0.025%, 0.05%, 0.075%, 0.1%, 1%, 2%, 3%, 4%, and 5%—produced distinct color changes. These changes were analyzed using optical readers and digital image processing techniques. The dataset includes images captured via smartphone, featuring both control (represents the blank, unmodified surface) and target regions (the modified surface that interacts with the CA 19-9 solution) to minimize environmental variability, and provides quantitative measurements of color intensity changes corresponding to the CA 19-9 concentrations. The biosensor demonstrated high selectivity, reliability, and sensitivity, validated through repeated measurements and cross-reactivity assays. This dataset supports the development of machine learning and image processing algorithms for accurate, portable, and cost-effective biomarker detection, with potential applications in early cancer diagnosis and monitoring.
DOI: 10.5281/zenodo.14866875
title: Vibration Transmission - Current Biology

description: Code and data associated with Current Biology article: Web transmission properties vary with a spider’s past and current noise exposure.
DOI: 10.5281/zenodo.14866876
title: Vibration Transmission - Current Biology

description: Code and data associated with Current Biology article: Web transmission properties vary with a spider’s past and current noise exposure.
DOI: 10.17632/5ykj6yfv8h.1
title: Programmable cell aggregation by a synthetic biosilicification approach

description: The source data for the paper "Programmable cell aggregation by a synthetic biosilicification approach".
DOI: 10.25318/3310084801-eng
title: Number of enterprises in Canada, by enterprise size and visible minority status of owner

description: Annual counts of enterprises by visible minority status of owner (South Asian, Chinese, Black, Filipino, etc.) and enterprise size.
DOI: 10.15468/dl.3ktf5y
title: Occurrence Download

description: A dataset containing 56461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parkinsonia aculeata L., Parkinsonia thornberi M.E.Jones, Parkinsonia inermis Spreng., Parkinsonia spinosa Kunth)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 56461 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000455-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27ymt8
title: Occurrence Download

description: A dataset containing 1794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoebastria immutabilis (Rothschild, 1893)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1794 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000461-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dkkfvrt8rp.1
title: Strontium leachability in calcareous sand and gypsum

description: The concentrations of Sr, K, Ca, I in the eluates from the column experiments with calcareous sand and gypseous soil. Data repository for the manuscript. The data were processed from the raw data including dilution factor.
DOI: 10.15468/dl.rs8hny
title: Occurrence Download

description: A dataset containing 1604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrophleum africanum (Benth.) Harms"
 ]
}

 The dataset includes 1604 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000462-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jexgcj
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Fishes of Texas Project (FoTX) Database - Darwin Core, UAIC Ichthyological Collection, MMNS Ichthyology Collection, Auburn University Museum of Natural History Fishes Voucher Collections, Florida Fish and Wildlife Conservation Commission - Freshwater Fishes of Florida - 1956-2000, Multistate Aquatic Resources Information System - MARIS - Fish, UF FLMNH Ichthyology, Florida Fish and Wildlife Conservation Commission - Florida Imperiled Fish Species Investigation - 2001-2004, LSUMZ (LSU MNS) Fishes Collection)",
 "StateProvince is TExas",
 "TaxonKey is Moxostoma poecilurum Jordan, 1877"
 ]
}

 The dataset includes 329 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000463-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310084801-fra
title: Nombre d’entreprises au Canada, selon la taille de l’entreprise et l’appartenance du propriétaire à une minorité visible

description: Nombre annuel d’entreprises selon l’appartenance du propriétaire à une minorité visible (Sud-Asiatiques, Chinois, Noirs, Philippins, etc.) et la taille de l’entreprise.
DOI: 10.15468/dl.j532qu
title: Occurrence Download

description: A dataset containing 6881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hasarius adansoni (Audouin, 1826)"
 ]
}

 The dataset includes 6881 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000464-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13845781
title: Dataset for "Regional Uncertainty Analysis in the Air-Sea CO2 Flux"

description: This repository contains processed and output data used in the "Regional Uncertainty Analysis in the Air-Sea CO2 Flux" project. 



fractional-uncertanties-1x1-1993-2022.nc : fractional uncertanies calculated with FluxError


The following is the processed data used to calculate fractional uncertanties.



noaa-mbl_197901-202301_1x1.nc : atmospheric xCO2

pco2-1x1-1993-2022.nc : Global Carbon Budget ocean model and data product output, converted to pCO2

ocean-mask_invariant_1x1.nc : Ocean mask 

era5-slp-1x1-1993-2022.nc : ERA5 sea level pressure

ccmp-1x1-1993-2022.nc : CCMP 10m wind speed

en4-1x1-1993-2022.nc : EN4 salinity 

wind-1x1-1993-2022.nc : (CCMP, JRA, and ERA5) winds merged into a single file

oisst-1x1-1993-2022.nc : NOAA SST

jra3q-wind-1x1-1993-2022.nc : JRA wind speed

era5-wind-1x1-1993-2022.nc  : ERA5 wind speed
DOI: 10.5281/zenodo.13845780
title: Dataset for "Regional Uncertainty Analysis in the Air-Sea CO2 Flux"

description: This repository contains processed and output data used in the "Regional Uncertainty Analysis in the Air-Sea CO2 Flux" project. 



fractional-uncertanties-1x1-1993-2022.nc : fractional uncertanies calculated with FluxError


The following is the processed data used to calculate fractional uncertanties.

Individual Datasets

Sea Surface Temperature (SST)



oisst-1x1-1993-2022.nc : NOAA SST

cobe2-1x1-1993-2022.nc : COBE2 SST                                                                                                                           

esa-1x1-1993-2022.nc  : ESA SST

ostia-1x1-1993-2022.nc  : OSTIA SST


10m Wind Speed



ccmp-1x1-1993-2022.nc : CCMP 10m wind speed

jra3q-wind-1x1-1993-2022.nc : JRA wind speed

era5-wind-1x1-1993-2022.nc  : ERA5 wind speed


Sea Surface Salinity (SSS)



en4-1x1-1993-2022.nc : EN4 salinity 

 glorys-1x1-1993-2022.nc : GLORYS salinity                                                                                                                                 

oras5-1x1-1993-2022.nc : ORAS5 salinity                                                                              


Atmospheric xCO2



noaa-mbl_197901-202301_1x1.nc : atmospheric xCO2


Ocean pCO2



pco2-1x1-1993-2022.nc : Global Carbon Budget ocean model and data product output, converted to pCO2


Sea Level Pressure 



era5-slp-1x1-1993-2022.nc : ERA5 sea level pressure


1 Degree Ocean Mask



ocean-mask_invariant_1x1.nc : Ocean mask 


Merged datasets: these datasets are larger and contain the ensemble of datasets above merged into single files



salinity-1x1-1993-2022.nc : merged salinity datasets

sst-1x1-1993-2022.nc : merged SST datasets

wind-1x1-1993-2022.nc : merged wind speed datasets
DOI: 10.5281/zenodo.14862008
title: Dataset for "Regional Uncertainty Analysis in the Air-Sea CO2 Flux"

description: This repository contains processed and output data used in the "Regional Uncertainty Analysis in the Air-Sea CO2 Flux" project. 



fractional-uncertanties-1x1-1993-2022.nc : fractional uncertanies calculated with FluxError


The following is the processed data used to calculate fractional uncertanties.

Individual Datasets

Sea Surface Temperature (SST)



oisst-1x1-1993-2022.nc : NOAA SST

cobe2-1x1-1993-2022.nc : COBE2 SST                                                                                                                           

esa-1x1-1993-2022.nc  : ESA SST

ostia-1x1-1993-2022.nc  : OSTIA SST


10m Wind Speed



ccmp-1x1-1993-2022.nc : CCMP 10m wind speed

jra3q-wind-1x1-1993-2022.nc : JRA wind speed

era5-wind-1x1-1993-2022.nc  : ERA5 wind speed


Sea Surface Salinity (SSS)



en4-1x1-1993-2022.nc : EN4 salinity 

 glorys-1x1-1993-2022.nc : GLORYS salinity                                                                                                                                 

oras5-1x1-1993-2022.nc : ORAS5 salinity                                                                              


Atmospheric xCO2



noaa-mbl_197901-202301_1x1.nc : atmospheric xCO2


Ocean pCO2



pco2-1x1-1993-2022.nc : Global Carbon Budget ocean model and data product output, converted to pCO2


Sea Level Pressure 



era5-slp-1x1-1993-2022.nc : ERA5 sea level pressure


1 Degree Ocean Mask



ocean-mask_invariant_1x1.nc : Ocean mask 


Merged datasets: these datasets are larger and contain the ensemble of datasets above merged into single files



salinity-1x1-1993-2022.nc : merged salinity datasets

sst-1x1-1993-2022.nc : merged SST datasets

wind-1x1-1993-2022.nc : merged wind speed datasets
DOI: 10.15468/dl.j9dd9c
title: Occurrence Download

description: A dataset containing 873643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco tinnunculus Linnaeus, 1758",
 "Year 2020-2025"
 ]
}

 The dataset includes 873643 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000442-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7wg9h2hjsr.1
title: Soil map units near Petauke Eastern Province, Zambia

description: As part of a study submitted for publication in the journal Catena, we examined the values of soil properties recorded from a two-stage survey of farmland in Zambia (Central Statistical Office, 2015). We focused on 64 locations in the vicinity of Petauke, Eastern Province in Zambia. Our objective was to evaluate two different soil maps in this region, the Soil and Vegetation Map of Northern Rhodesia (Trapnell et al, 1947) and the Exploratory Soil Map of Zambia (GRZ, 1991) by examining the variance components for soil cation exchange capacity at within- and between-map unit levels. We do not own the data, which we were authorised to use but not to share. We do, however, share the soil map unit delineations identified at each sample point according to the two surveys, which we undertook ourselves.

The data file comprises observations at 64 locations which had been selected by simple random sampling from among the census enumeration units Central Statistical Office (2015). The coordinates are WGS84 Latitude and Longitude. Physiographic units according to the map of Trapnell et al. (1947) is called "Trapnell" in the file header and takes values U (Upper Valley) or P (Plateau). The corresponding map units from the Exploratory Soil Map of Zambia (GRZ, 1991) are also presented (ESMZ). These are as follows:

Pu Undulating plateau units

Pu7 Acrisols.6 Well-drained deep to very deep fine loam to clay
Pu15 Alisols. Well-drained moderately deep to deep friable, gravelly, fine loam to clay
Pu19 Lixisols. Well-drained, very deep fine loam to clay
Pu22 Luvisols. Well-drained, very deep, clay with humic topsoil
Pu24 Phaeozems. Well-drained, very deep, friable clay to fine clay with humic topsoil

Vt5 Rift Valley unit. Association of Vertisols and Phaeozems.

H2 Hills and minor scarp unit. Leptosols. Well-drained, shallow, fine loam in places gravelly

He7 Hills & faulted scarps of Rift Valley. Leptosols. Excessively – well drained, gravelly, coarse to fine loam


The analysis of CEC data is reported in the paper. The data provided can be interpreted by cross-tabulation to show how the delineated units for one map are associated with the other.

References

Central Statistical Office, Ministry of Agriculture and Livestock, Indaba Agricultural Policy Research Institute (CSO/MAL/IAPRI). 2015. Rural Agricultural Livelihoods Survey. Lusaka, Zambia: CSO/MAL/IAPRI.

GRZ (Government of the Republic of Zambia). 1991. Exploratory Soil Map of Zambia; 1:1,000,000; Ministry of Agriculture, Soil Survey Section Research Branch Mapsheets available from ISRIC at https://edepot.wur.nl/486756 and https://edepot.wur.nl/486757.

Trapnell, C.G., Martin, J., Allen, W. 1947. Vegetation–Soil Map of Northern Rhodesia. Government Printer, Lusaka.
DOI: 10.25318/3310084901-eng
title: Number of enterprises in Canada, by enterprise size and age of owner

description: Annual counts of enterprises by age of owner (younger than 30 years, 30 to 39 years, 40 to 49 years, etc.) and enterprise size.
DOI: 10.15468/dl.rj9mqk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diomedea immutabilis Rothschild, 1893",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000466-250213122211068/datasets/export for details.
DOI: 10.17632/kcn3vrk5ps.1
title: The Role of Social Media in Shaping Brand Perception and Customer Engagement in the F&B Sector DATA

description: 1355 DATA : The Role of Social Media in Shaping Brand Perception and Customer Engagement in the F&B Sector DATA
DOI: 10.15468/dl.en8avc
title: Occurrence Download

description: A dataset containing 1050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.31_1",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1050 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000467-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13312670
title: NMNH Marine Dinoflagellates

description: Harmful Marine Dinoflagellate Taxa
https://naturalhistory.si.edu/research/botany/research/dinoflagellates/harmful-marine-dinoflagellate-taxa
and type specimen data from NMNH Botany
excluding type images
DOI: 10.5281/zenodo.13312669
title: NMNH Marine Dinoflagellates

description: Harmful Marine Dinoflagellate Taxa
https://naturalhistory.si.edu/research/botany/research/dinoflagellates/harmful-marine-dinoflagellate-taxa
and type specimen data from NMNH Botany
excluding type images
DOI: 10.15468/dl.a8rxwj
title: Occurrence Download

description: A dataset containing 1100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Hesperomeles obtusifolia (Pers.) Lindl."
 ]
}

 The dataset includes 1100 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000468-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13323149
title: LifeDesk MexInverts (mexinverts LD): LifeDesk MexInverts (236) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.17632/xv6tnjcd8z.1
title: Do Investor Differences Impact Monetary Policy Spillovers to Emerging Markets?, Replication Package

description: This is the replication for the paper "Do Investor Differences Impact Monetary Policy Spillovers to Emerging Markets?"