cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5065/6aex-pf63
title: ICARUS Chamber Experiment: UCR-CECERT-APL-Cocker Group_20170112_None_Ammonium sulfate_EPA2292B - Weihan

description: Goals: PM Wall loss with blacklights on in the last hourSummary: Atomizing 0.04M Ammonia Sulfate INSTRUMENTS: Dual SMPSOrganization: UCR-CECERT-APL-Cocker Group Lab Affiliation: University of California, Riverside, CE-CERT Chamber: EPA chamberExperiment Category: Instrument/Chamber characterization Oxidant: None Reaction Type: Non-chemical Relative Humidity: 0.01 Temperature: 28 Seed Name: Ammonium sulfate Pressure: 0.015'' H2O
DOI: 10.17900/bbs.jun2022.v1
title: Bank Balance Sheet Monthly Data. Extraction: June 2022

description: Self-administered questionnaire: Web-based
description: BBS is a data set constrcuted by BPLIM based on Banco de Portugal's Monetary and Financial Statistics (Estatísticas Monetárias e Financeiras). Built on an individual and monthly basis, Banco de Portugal's Monetary and Financial Statistics covers all the monetary financial institutions resident in Portugal that are subject to the prudential supervision of Banco de Portugal.
description: The Bank Balance Sheet Database collects the balance sheet data for all monetary financial institutions (MFIs) that were in operation in Portugal between September 1997 and December 2020. Non-monetary financial agents are not covered in the database. In case an institution stops to be classified as MFI, data reporting will be discontinued. Some MFIs in Portugal have experienced acquisitions and/or mergers, which induced asset/liability flows from one institution to another.
DOI: 10.15468/dl.vauned
title: Occurrence Download

description: A dataset containing 53379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Saint Vincent and the Grenadines, Grenada)"
 ]
}

 The dataset includes 53379 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040231-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17900/cb.cbhp.jun2022.v1
title: Central Balance Sheet Harmonized Panel. Extraction: June 2022

description: Self-administered questionnaire: Web-based
description: CBHP is a data set constructed by BPLIM and is based on the CB data. It covers the period from 2006 onwards. CBHP contains only variables that were either not affected by the 2010 change in the accouting system or variables for which we could establish a direct correspondence between the two accounting systems (harmonized variables).
description: CBHP covers the population of all Portuguese non-financial corporations. The classification of non-financial corporations follows the guidelines on the “European System of National and Regional Accounts” (ESA 2010). It includes market producers mainly dedicated to the production of non-financial goods and/or services, such as private and public corporations, cooperatives and partnerships recognized as independent legal entities, non-profit institutions or associations serving non-financial corporations, public independent legal entities, private and public quasi-corporations, and head offices.
DOI: 10.5281/zenodo.16368750
title: 3D Point Cloud Data from TLS and NeRF (Luma AI) for Forest Structural Analysis

description: This dataset includes 3D point clouds collected using terrestrial laser scanning (TLS) and neural radiance fields (NeRF) generated via Luma AI. It comprises paired TLS and NeRF scans from both open and closed canopy environments to enable comparative evaluation of their performance. Additional NeRF-derived point clouds capture detailed understory vegetation structure, demonstrating its potential for monitoring and measuring architectural traits. A subset of the data highlights the ability of NeRF to reveal fine-scale features relevant to microhabitat availability.
DOI: 10.5281/zenodo.16368751
title: 3D Point Cloud Data from TLS and NeRF (Luma AI) for Forest Structural Analysis

description: This dataset includes 3D point clouds collected using terrestrial laser scanning (TLS) and neural radiance fields (NeRF) generated via Luma AI. It comprises paired TLS and NeRF scans from both open and closed canopy environments to enable comparative evaluation of their performance. Additional NeRF-derived point clouds capture detailed understory vegetation structure, demonstrating its potential for monitoring and measuring architectural traits. A subset of the data highlights the ability of NeRF to reveal fine-scale features relevant to microhabitat availability.
DOI: 10.15468/dl.ju3qv4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tagetes erecta",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040245-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qkqex
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tagetes erecta",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040246-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mns9qr
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus africanus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 572 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040247-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9u87ihn
title: Water Quality and Molecular Data for Upper Klamath Lake, OR, 2016

description: Upper Klamath Lake, located in southern Oregon, is a hypereutrophic lake where cyanobacterial blooms, dominated by Aphanizomenon flos-aquae (AFA), occur every summer. The decay of excess biomass after AFA senescence leads to problematic water quality conditions including high pH ( &gt; 9) and anoxia. Water samples from the photic zone and bottom of the water column, and the flocculation layer of the bottom sediments were collected weekly at four sites within Upper Klamath Lake, Oregon during summer 2016. This data release reports the chemical and microbiological analysis of these samples.
DOI: 10.15468/dl.t5prxt
title: Occurrence Download

description: A dataset containing 4529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4529 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040248-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16413790
title: Model Cards Revisited: Bridging the Gap Between Theory and Practice for Ethical AI Requirements [Replication Package]

description: Artifact Summary

This repository contains the replication package for the paper 'Model Cards Revisited: Bridging the Gap Between Theory and Practice for Ethical AI Requirements,' presented at the 33rd IEEE International Requirements Engineering Conference (RE'25).  

The purpose of the package is to facilitate the verification and reproduction of the study results. It provides an overview of all AI guidelines, AI documentation framework proposals, and model cards collected during the study, as well as the report of the subsequent thematic analysis.

Paper Abstract

Model cards are the primary documentation framework for developers of artificial intelligence (AI) models to communicate critical information to their users. Those users are often developers themselves looking for relevant documentation to ensure that their AI systems comply with the ethical requirements of existing laws, guidelines, and standards. Recent studies indicate inadequate model documentation practices, suggesting a gap between AI requirements and current practices in model documentation. To understand this gap and provide actionable guidance to bridge it, we conducted a thematic analysis of 26 guidelines on ethics and AI, three AI documentation frameworks, three quantitative studies of model cards, and ten actual model cards. We identified a total of 43 ethical requirements relevant to model documentation and organized them into a taxonomy featuring four themes and twelve sub-themes representing ethical principles. Our findings indicate that model developers predominantly emphasize model capabilities and reliability in the documentation while overlooking other ethical aspects, such as explainability, user autonomy, and fairness. This underscores the need for enhanced support in documenting ethical AI considerations. Our taxonomy serves as a foundation for a revised model card framework that holistically addresses ethical AI requirements.

References

The published paper is available on IEEE Xplore (soon) and the preprint on arXiv.
DOI: 10.15468/dl.2fttsx
title: Occurrence Download

description: A dataset containing 1919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1919 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040250-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mgvkz
title: Occurrence Download

description: A dataset containing 6223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6223 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040251-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15965213
title: Data Package: T3.2 - Interview transcripts and notes - Georgia, Nigeria, EU - In-depth analysis of selected agreements

description: The package contains transcripts and summaries of 20 semi-structured interviews conducted with Georgian, Nigerian, EU as well as EU MS stakeholders. Most interviews were conducted face-to-face, between June and November 2024. All the data is made available in English. Stakeholders include government officials from the studied countries as well as from the EU, local NGO active in the field of reintegration support and academics specilaising on the issue. The interviews focus on the characteristics, dynamics and perceptions of intergovernmental return framework negotiation. Data is saved in a .docx format and weighs approximately 1MB in total.
DOI: 10.5281/zenodo.15965212
title: Data Package: T3.2 - Interview transcripts and notes - Georgia, Nigeria, EU - In-depth analysis of selected agreements

description: The package contains transcripts and summaries of 20 semi-structured interviews conducted with Georgian, Nigerian, EU as well as EU MS stakeholders. Most interviews were conducted face-to-face, between June and November 2024. All the data is made available in English. Stakeholders include government officials from the studied countries as well as from the EU, local NGO active in the field of reintegration support and academics specilaising on the issue. The interviews focus on the characteristics, dynamics and perceptions of intergovernmental return framework negotiation. Data is saved in a .docx format and weighs approximately 1MB in total.
DOI: 10.15468/dl.rkzyfw
title: Occurrence Download

description: A dataset containing 250483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus linifolius"
 ]
}

 The dataset includes 250483 records from 1094 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040137-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.dkcyps
title: Distribution records of Lampanyctus nobilis

description: These records of Lampanyctus nobilis were downloaded from GBIF on 2019-09-11.
DOI: 10.1594/pangaea.931949
title: Carbon and nitrogen isotope values of bulk leaf material
DOI: 10.1594/pangaea.932282
title: New tie points between LR04 and IODP Site 306-U1313 on the amcd depth scale

description: This dataset lists the oxygen isotope ratios used to update the age model of Integrated Ocean Drilling Program Site U1313 (41°N, 33°W, 3426 m water depth, Expedition 306) for the Mid-Pleistocene Transition interval (0.55 Ma - 1.2 Ma). Tests of C. wuellerstorfi and U. peregrina were picked, crushed, and analyzed at the Institut für Geowissenschaften, Universität Heidelberg, Germany. The standard deviations (reproducibility) for repeated measurements of the in-house standard were 0.08‰ for δ18O. The standard deviations (reproducibility; n=10) for repeated sample measurements were also 0.08‰ for δ18O. To allow for a continuous record comprising data of both species, δ18O values of Cibicidoides wuellerstorfi were corrected to bottom-water δ18O values by adding 0.64‰. To this dataset were added data points produced by Naafs et al. (2011) and Ferretti et al. (2015, from the secondary splice) for depth-age conversion. The combined and species-adjusted benthic δ18O record of Site U1313 to the LR04 benthic stack (Lisiecki and Raymo, 2005) using the software AnalySeries 2.0.8 (Paillard et al., 2011).
DOI: 10.1594/pangaea.932464
title: Pollen, spores and non-pollen palynomorphs dataset for the Lake Maloye Yarovoye sediment core (Appendix 2)

description: TRSH - Trees and shrubsUPHE - Upland herbsAQVP - Aquatic pollenVACR - Vascular CryptogamsAQBR- Aquatic Bryophytes
DOI: 10.1594/pangaea.932465
title: Content of total nitrogen (TN), total organic carbon (TOC) and TOC/TN ratio from Lake Kuchuk palaeorcords (Appendix 3)
DOI: 10.1594/pangaea.932466
title: Reconstruction of the amount of annual precipitation (PANN; mm/year) for the Lake Kuchuk palaeorecord based on the pollen data (Appendix 5)
DOI: 10.1594/pangaea.932298
title: Thermocline temperature gradient above IODP Site 306-U1313

description: Temperature gradients listed in this dataset were used to assess the potential connection between upper ocean stratification at IODP Site U1313 (41°N, 33°W) and northward heat transport between this and ODP Site 982 (58°N, 16°W). Upper-ocean stratification at Site U1313 was qualitatively estimated using the temperature gradient between alkenone-based SST (Naafs et al., 2012) and Mg/Ca-based SubT (in an accompanying dataset). Both records were produced from the same core sections of the primary splice. As the temporal resolution of the SST record (1 data point every approx. 0.6 kyrs) is double that of SubT (1 data point every approx. 1.2 kyrs), SSTs were linearly interpolated to match SubTs in age (thereby reducing the SST resolution in half). We then subtracted SubT from SST. A similar procedure was followed to calculate the surface temperature gradients between sites U1313 and 982 (Lawrence et al., 2010). The age models of both records were produced by tuning benthic oxygen isotopes to the LR04 stack. As the temporal resolution of the SST record from Site U1313 is higher than that from Site 982, U1313 SSTs were linearly interpolated to match 982 SSTs in age. We then subtracted 982 SSTs from U1313 SSTs.
DOI: 10.1594/pangaea.932467
title: Reconstruction of the amount of annual precipitation (PANN; mm/year) for the Lake Maloye Yarovoye palaeorecord based on the pollen data (Appendix 5)
DOI: 10.1594/pangaea.932477
title: Lake Kuchuk age depth model
DOI: 10.1594/pangaea.932480
title: Lake Maloye Yarovoye age depth model
DOI: 10.15468/dl.ggzqrz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026708-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.932483
title: Lithostratigraphy of the Kuchuk core (Table 1)
DOI: 10.15468/dl.ewjkym
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.932002
title: Freshwater adult ostracode data of sediment core PI-6 (85 ka BP) from Lake Petén Itzá, Guatemala (ICDP-2004/03)

description: Ostracodes and pollen preserved in a 75.9-m-long sediment core (PI-6) recovered from Lake Petén Itzá, Guatemala were used to assess the magnitude and velocity of aquatic and terrestrial community responses during the last 85,000 years. Adult ostracode data includes information on species abundances and richness, diversity index.
DOI: 10.15468/dl.qaqj4u
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asystasia indica H.J.Chowdhery & Av.Bhattacharjee"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080861-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueerpa
title: Occurrence Download

description: A dataset containing 607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-120.0496 29.89434,-95.44023 6.72611,-87.76977 22.29649,-120.0496 29.89434))",
 "HasCoordinate is true",
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 607 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069277-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.932485
title: Lithostratigraphy of the Maloye Yarovoye core (Table 3)
DOI: 10.1594/pangaea.932486
title: Macrozoobenthos abundances in surface sediments of R/V Alkor cruise AL519/1
DOI: 10.15468/dl.mp4dw3
title: Occurrence Download

description: A dataset containing 35008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum capillare L.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 35008 records from 668 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009016-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivvzdv
title: Occurrence Download

description: A dataset containing 2514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "StateProvince is misiones",
 "TaxonKey is Solanaceae"
 ]
}

 The dataset includes 2514 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030782-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.932489
title: Macrozoobenthos biomass in surface sediments of R/V Alkor cruise AL519/1
DOI: 10.15468/dl.9icc70
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002779-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.932491
title: Granulometry in surface sediments of R/V Alkor cruise AL519/1
DOI: 10.1594/pangaea.932495
title: Correlation coefficients (R2) showing the correlation between phytodiversity parameters and precipitation (PANN) for Lake Maloye Yarovoye and Lake Kuchuk pollen records (Table 6)
DOI: 10.1594/pangaea.932008
title: Freshwater juvenile ostracode data of sediment core PI-6 (85 ka BP) from Lake Petén Itzá, Guatemala (ICDP-2004/03)

description: Ostracodes and pollen preserved in a 75.9-m-long sediment core (PI-6) recovered from Lake Petén Itzá, Guatemala were used to assess the magnitude and velocity of aquatic and terrestrial community responses during the last 85,000 years. Our juvenile ostracode data includes information on species abundances and richness, diversity index.
DOI: 10.15468/dl.7wnmr3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026730-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n397rg
title: Occurrence Download

description: A dataset containing 93833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasturtium officinale R.Br.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 93833 records from 1218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009032-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnrfwc
title: Occurrence Download

description: A dataset containing 1631500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tanzania, United Republic of",
 "GadmGid is TZA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1631500 records from 696 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252314-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112047250
title: Cuneiform Tablet 1913.14.0223, Spurlock 1913.14.0223

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0223; CDLI P420605 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 2.8 x 2.7 x 2 cm (18g) ❧ [Physical Object Note:] Seal impressions