cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cwgxrq
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bupleurum candollei",
 "Year 1970-2020"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069110-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18093854
title: Development Research Methods
DOI: 10.5281/zenodo.18093853
title: Development Research Methods
DOI: 10.15468/dl.zzmemc
title: Occurrence Download

description: A dataset containing 195349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus altissima"
 ]
}

 The dataset includes 195349 records from 1461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069094-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18092600
title: SEM Withered Plant (BSE, 2025-12-30) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2025-12-30) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2025-12-30 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 200×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.5281/zenodo.18092601
title: SEM Withered Plant (BSE, 2025-12-30) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2025-12-30) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2025-12-30 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 200×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.5281/zenodo.18061531
title: CMDE 4.1 Validation Suite v2: 270 Replicable Tests, Numerical Protocols, and Reproducibility Package

description: This repository provides the CMDE 4.1 Validation Suite v2, a structured and fully replicable collection of 270 numbered validation tests (organised into 28 PDF blocks) for the CMDE 4.1 informational time metric. Each test includes a standardised technical protocol, numerical environment specifications, acceptance/quality thresholds, reproducible pipelines, and documented outputs, enabling independent audit and re-execution. The suite is designed to support and substantiate the CMDE 4.1 Foundations and Core Validation manuscripts (Carenzi 2025a, Zenodo: 10.5281/zenodo.18062059; Carenzi 2025b, Zenodo: 10.5281/zenodo.18062091) by providing the complete external validation inventory referenced in those works. The package includes service documentation (README, Reproducibility and Numerical Setup note, Test Index, code README, CITATION, LICENSE, VERSION, MANIFEST) and a consistent policy of reproducibility across all tests. For historical provenance of the initial CMDE Zenodo registration and early formula releases, see Zenodo record 10.5281/zenodo.15382768.
DOI: 10.5281/zenodo.18061530
title: CMDE 4.1 Validation Suite v2: 270 Replicable Tests, Numerical Protocols, and Reproducibility Package

description: This repository provides the CMDE 4.1 Validation Suite v2, a structured and fully replicable collection of 270 numbered validation tests (organised into 28 PDF blocks) for the CMDE 4.1 informational time metric. Each test includes a standardised technical protocol, numerical environment specifications, acceptance/quality thresholds, reproducible pipelines, and documented outputs, enabling independent audit and re-execution. The suite is designed to support and substantiate the CMDE 4.1 Foundations and Core Validation manuscripts (Carenzi 2025a, Zenodo: 10.5281/zenodo.18062059; Carenzi 2025b, Zenodo: 10.5281/zenodo.18062091) by providing the complete external validation inventory referenced in those works. The package includes service documentation (README, Reproducibility and Numerical Setup note, Test Index, code README, CITATION, LICENSE, VERSION, MANIFEST) and a consistent policy of reproducibility across all tests. For historical provenance of the initial CMDE Zenodo registration and early formula releases, see Zenodo record 10.5281/zenodo.15382768.
DOI: 10.57833/cidacs/uvjoou
title: Replication Data for: Bolsa Família - Benefícios Básicos e Variáveis

description: Este dataset contém dados do Bolsa família, trazendo informações sobre as quantidades de beneficiários por município, ano/mês e quantidade de benefícios por tipo, dados de 2014 em diante, com alterações a partir de 2023. O Bolsa Família é um programa de transferência direta de renda, direcionado às famílias em situação de pobreza e de extrema pobreza em todo o País, de modo que consigam superar essa situação de vulnerabilidade. Tem como principal objetivo combater a fome, a pobreza e promover a segurança alimentar e nutricional, retirando as famílias da vulnerabilidade socieconômica por meio da transferência de renda; Além disso, através das condicionalidades, reforçar o acesso aos direitos básicos e aos serviços de saúde, educação, segurança alimentar a assistência social.
DOI: 10.12751/g-node.3qnz4m
title: A special role for anterior cingulate cortex, but not orbitofrontal cortex or basolateral amygdala, in choices involving information

description: This file provides source data for Figures appearing in González, V. V., Zhang, Y., Ashikyan, S. A., Rickard, A., Yassine, I., Romero-Sosa, J. L., Blaisdell, A. P., & Izquierdo, A. (2024). A Special Role for Anterior Cingulate Cortex, but not Orbitofrontal Cortex or Basolateral Amygdala, in Choices Involving Information. Cerebral Cortex.
 https://doi.org/10.1093/cercor/bhae135
description: IsSupplementTo: González, V. V., Zhang, Y., Ashikyan, S. A., Rickard, A., Yassine, I., Romero-Sosa, J. L., Blaisdell, A. P., & Izquierdo, A. (2024). A Special Role for Anterior Cingulate Cortex, but not Orbitofrontal Cortex or Basolateral Amygdala, in Choices Involving Information. Preprint of a study based on the data. https://doi.org/10.1101/2023.08.03.551514.
description: IsSupplementTo: González, V. V., Zhang, Y., Ashikyan, S. A., Rickard, A., Yassine, I., Romero-Sosa, J. L., Blaisdell, A. P., & Izquierdo, A. (2024). A Special Role for Anterior Cingulate Cortex, but not Orbitofrontal Cortex or Basolateral Amygdala, in Choices Involving Information. Cerbral Cortex 34(4):bhae135. (https://doi.org/10.1093/cercor/bhae135)
DOI: 10.25904/1912/4453
title: Datasets relating to Studies 1 and 2 reported in the paper, The Development and Psychometric Properties of a Scalable Digital Measure of Social and Emotional Wellbeing for Middle Childhood

description: The need for a new measure of social-emotional wellbeing for children 6-12 years emerged in our collaboration with schools and community agencies in a disadvantaged region of Brisbane, Australia. Our search for an age-appropriate medium led us to develop Clowning Around, a computer game generating data which was assessed for validity and reliability in Study 1 (n=3,461), revealing four wellbeing factors with satisfactory properties. The imperative to support autonomous use at scale led to development of the Rumble’s Quest user management system and game app, incorporating a slightly modified version of the measure. Reassessment of the factor structure (Study 2: n=4,333) supported Study 1 results but extended subfactors to five: Educational Wellbeing, Social Wellbeing, Emotional Wellbeing, Protective Contexts, Behavior Regulation. The measure exhibits sound convergent and concurrent validity and is a reliable and practical tool for service planning, evaluation, and monitoring child wellbeing trends. Methodology is in the paper. 4 data files: 1. N=3461 Clowning Around factor analysis 2. Convergent validation data for CA N=1822 3. Test-retest N=347 for CA 4. Rumble’s Quest factor analysis N=4333
DOI: 10.15468/dl.4a2n2a
title: Occurrence Download

description: A dataset containing 10327509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Year 1999-2025"
 ]
}

 The dataset includes 10327509 records from 860 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001936-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb357r
title: Occurrence Download

description: A dataset containing 582171 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect Species Occurrence Data from Multiple Projects Worldwide with Focus on Bees and Wasps in North America"
 ]
}

 The dataset includes 582171 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001941-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25904/1912/4106
title: Exploration into if the phylogenetic relationships among non-Pama-Nyungan languages is mirrored by their speakers' genomic phylogenetic relationships, to test the likelihood of multiple migrations into Australia before European arrival

description: This project aims to test the likelihood of multiple migrations into Australia before European arrival and determine if the phylogenetic relationships among non-Pama-Nyungan languages is mirrored by their speakers' genomic phylogenetic relationships. The non-Pama-Nyungan First People of Australia speak an extraordinary number and diversity of Aboriginal languages, but the origins of these languages and the genomic diversity of the people who speak them are only now starting to be understood.
DOI: 10.60635/c3z88d
title: Yearly Reports_Barro Colorado Island

description: Yearly climate summaries for the Smithsonian Tropical Research Institute's Physical Monitoring Program 'Clearing' and Lutz and Conrad Catchment stations on Barro Colorado Island, located in the middle of Gatun Lake, in the Rep. of Panama. This report summarises data taken from two locations: a 48 m walk-up tower located within the Lutz catchment, and a small clearing (‘El Claro’) located among several laboratory buildings. The tower, with sensors at 10 m intervals, provides a vertical meteorological transect through the forest canopy. The Lutz catchment, located on the Northeast lope of BCI, and is probably typical of many small catchment areas on the island. The catchment encompasses 9.73 ha. The Lutz catchment is located immediately southwest of the laboratory clearing and dormitory area. The Clearing is a grass-covered area located near several laboratory buildings. The station is located in the northwest corner of the Clearing in a fenced in area measuring approximately 189cm x 183cm.Historical reports can be located here: https://smithsonian.figshare.com/articles/dataset/Yearly_Reports_Barro_Colorado_Island/11799111
DOI: 10.15468/dl.b344wx
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "StateProvince is RIO GRaNdE dO SUL",
 "TaxonKey is Typha domingensis Pers."
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001945-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbzu9f
title: Occurrence Download

description: A dataset containing 7346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Asparagopsis taxiformis (Delile) Trevis."
 ]
}

 The dataset includes 7346 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001946-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11201272
title: AOT40 data for paper entitled "Inflated negative impacts of temperature on global agricultural yields due to ozone omission"

description: Global monthly AOT40 data is created by using the data from Liu et al. (2022) and EPA data.

The data can be read using the R package qs. Please reach out to authors if you have any questions (xliu21@smail.nju.edu.cn)
DOI: 10.15468/dl.ky5mtr
title: Occurrence Download

description: A dataset containing 9212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea solstitialis L.",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 9212 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001948-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10512174
title: Reconstructing Historical Climate Fields With Deep Learning

description: Supplement to the article "Reconstructing Historical Climate Fields With Deep Learning".

Model checkpoints for LaMa, LaMa random, LaMa(years) on tas and LaMa trained on the sea ice concentration  are provided. 

Netcdf files for the sitewise and spatial RMSE of the different models on the test set are provided.

Additionally, we provide the reconstructed fields shown in the paper as well as an archived version of the original LaMa source code and our modified version. 

For questions contact Nils Bochow (nils.bochow@uit.no)
DOI: 10.15468/dl.n8tzr3
title: Occurrence Download

description: A dataset containing 7508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agriotes obscurus (Linnaeus, 1758)"
 ]
}

 The dataset includes 7508 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001949-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13319035
title: Bond, 1983

description: Bond, G. (1983) in Biological Nitrogen Fixation in Forest Ecosystems, eds. Gordon, J. C. & Wheeler, C. T. (Nijhoff, Dordrecht,
The Netherlands), pp. 55-87.   https://books.google.com/books?id=c8TtCAAAQBAJ
DOI: 10.5281/zenodo.13319036
title: Bond, 1983

description: Bond, G. (1983) in Biological Nitrogen Fixation in Forest Ecosystems, eds. Gordon, J. C. & Wheeler, C. T. (Nijhoff, Dordrecht,
The Netherlands), pp. 55-87.   https://books.google.com/books?id=c8TtCAAAQBAJ
DOI: 10.15468/dl.3vf77t
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is TExas",
 "TaxonKey is Erimyzon sucetta (Lacepède, 1803)",
 "Year 1994-2024"
 ]
}

 The dataset includes 138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001950-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vaqrfq
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "StateProvince is RIO GRaNdE dO SUL",
 "TaxonKey is Typha domingensis Pers."
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001953-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqust9
title: Occurrence Download

description: A dataset containing 7379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bangsia melanochlamys (Hellmayr, 1910)"
 ]
}

 The dataset includes 7379 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001955-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjxjkm
title: Occurrence Download

description: A dataset containing 2798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Culicoides punctatus (Meigen, 1804)"
 ]
}

 The dataset includes 2798 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001954-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x435f9
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trioza erytreae (Del Guercio, 1918)"
 ]
}

 The dataset includes 722 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001956-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9au6x5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eomysticetus whitmorei Sanders & Barnes, 2002"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001957-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krz5zr
title: Occurrence Download

description: A dataset containing 5578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus leiophylla Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 5578 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001958-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/mgyr-fs27
title: Parkes observations for project P1338 semester 2024OCTS_06

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The repeating FRB 20240114A was recently discovered by CHIME/FRB, which has been seen to have an exceptionally high burst activity. Such extreme burst activity has not been seen in any other source. The repeating FRBs, such as FRB 20240114A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. The previous Parkes/Murriyang source follow-up has also revealed intriguing spectro-polarimetric properties, such as frequency-dependent evolution of burst central frequency or chromaticity, a possible activity window, significantly large circular polarisation (CP), and frequency-dependent CP. These properties hold the key towards understanding the circumburst environment of the FRBs, and test possible progenitor models. A large bandwidth instrument with reliable polarimetry has been critical in uncovering these properties. The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the source's wideband spectro-temporal and polarimetric behaviour. We propose a campaign to regularly follow up FRB 20240114A to ascertain its long-term evolution of spectro-temporal properties.
DOI: 10.25919/c0qs-rf57
title: Parkes observations for project P1054 semester 2024OCTS_04

description: With this proposal we ask time to continue our timing follow-up campaign of pulsars discovered with the MeerKAT telescope. Thirtysix sources have been discovered in targeted observations of Fermi unidentified point sources, two in association with a Supernova Remnant, 14 in the Magellanic Clouds, 94 in Globular Clusters and 81 in a survey of the Galactic plane. A large fraction of the new discoveries are recycled pulsars (including at least one double neutron star system and several 'spider' binaries), or young pulsars. Timing observations have an essential role in exploiting the full potential of any pulsar discovery, allowing the precise measurement of rotational, astrometric and orbital parameters which, in turn, give us powerful tools to improve our understanding of the physics in extreme environments as well as of the population of neutron stars as a whole. The UWL receiver of the Parkes telescope is a sensitive, versatile instrument that is allowing us to successfully time these new sources, in the bright-end of TRAPUM discoveries.
DOI: 10.15468/dl.pbghkv
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sanguirana igorota (Taylor, 1922)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031624-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mx7f8v
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Vicugna pacos (Linnaeus, 1758)"
 ]
}

 The dataset includes 95 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031625-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.