cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zge2sb
title: Occurrence Download

description: A dataset containing 5058 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 44.51456578767852",
 "DecimalLatitude is less than or equal to 62.10621734458181",
 "DecimalLongitude is greater than or equal to -78.95842034657696",
 "DecimalLongitude is less than or equal to -53.47907418543001",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5058 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027309-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vg5b4
title: Occurrence Download

description: A dataset listing the 10633 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10633 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027290-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mq5tq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perdita peculiaris"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027311-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/84x5tfgpt9
title: Novel insights into the role of litter-soil continuum for soil and water conservation: A mechanism-based study of mixed-species eucalyptus plantations

description: The raw data supporting this study are derived from the article “Novel insights into the role of the litter–soil continuum for soil and water conservation: A mechanism-based study of mixed-species eucalyptus plantations.”
DOI: 10.17632/84x5tfgpt9.1
title: Novel insights into the role of litter-soil continuum for soil and water conservation: A mechanism-based study of mixed-species eucalyptus plantations

description: The raw data supporting this study are derived from the article “Novel insights into the role of the litter–soil continuum for soil and water conservation: A mechanism-based study of mixed-species eucalyptus plantations.”
DOI: 10.17632/yhspv5xsgw
title: Detecting Skimping in Bank Production Process with Non-performing Loans

description: This package reproduces tables and figures in the paper. Note that both the user guide and the code are provided as PDF files to ensure all characters and symbols render correctly on R platform.
DOI: 10.17632/yhspv5xsgw.1
title: Detecting Skimping in Bank Production Process with Non-performing Loans

description: This package reproduces tables and figures in the paper. Note that both the user guide and the code are provided as PDF files to ensure all characters and symbols render correctly on R platform.
DOI: 10.17632/7f9g68ryjb
title: Species-specific behaviour and environmental drivers of trap interactions in wild ornamental fishes

description: Datasets used in the paper "Species-specific behaviour and environmental drivers of trap interactions in wild ornamental fishes" by Pineda et al. (2025) Published in the Journal of Fish Biology.

Uploaded data contains the main data set used for modelling, the data used for coefficients of dispersion, and the raw video files, which contain counts of all behaviours during a trial.

Paper Abstract:
The harvest of animals from the wild is a pervasive selective force, especially in fisheries, where harvesting often targets individuals with specific traits. While most research has focussed on large-scale commercial or recreational fisheries, little attention has been paid to artisanal fisheries, particularly those targeting ornamental species. Furthermore, environmental factors such as temperature and oxygen levels influence behaviour of fishes, such as boldness and sociability, but their role in the harvesting process remains poorly understood. Here, we used underwater video to examine how two ornamental Amazonian fishes, Hemigrammus sp. and Copella nattereri, interact with artisanal trap gear. We quantified the number of passes, inspections, entries, and exits using latency to inspect and enter traps as proxies for boldness, and coefficients of dispersion (CD) to assess sociability and group coordination. We found that the majority of fish that inspected traps did not enter them, and a given trap typically caught one species over the other. Overall, Copella were captured more frequently, but within individual trials there was no statistical difference in catch numbers between species. While both species inspected traps, Hemigrammus exhibited significantly more passes and a higher rate of inspection. Latency to inspect and enter traps did not differ between species but decreased with increasing temperature for both. Hemigrammus also displayed greater group coordination, with higher CD values across behaviours. Notably, temperature had opposing effects on coordination: for Hemigrammus, CD of inspections increased with temperature and CD of exits decreased, whereas for Copella, inspection CD decreased and exit CD increased. These findings reveal that different species interact with fishing gear in behaviourally distinct ways, influenced by environmental conditions. This highlights the potential for selective pressures to vary not only by species, but also with ecological context. Understanding such dynamics is critical for predicting how artisanal fisheries may shape behavioural traits in wild populations.
DOI: 10.17632/7f9g68ryjb.1
title: Species-specific behaviour and environmental drivers of trap interactions in wild ornamental fishes

description: Datasets used in the paper "Species-specific behaviour and environmental drivers of trap interactions in wild ornamental fishes" by Pineda et al. (2025) Published in the Journal of Fish Biology.

Uploaded data contains the main data set used for modelling, the data used for coefficients of dispersion, and the raw video files, which contain counts of all behaviours during a trial.

Paper Abstract:
The harvest of animals from the wild is a pervasive selective force, especially in fisheries, where harvesting often targets individuals with specific traits. While most research has focussed on large-scale commercial or recreational fisheries, little attention has been paid to artisanal fisheries, particularly those targeting ornamental species. Furthermore, environmental factors such as temperature and oxygen levels influence behaviour of fishes, such as boldness and sociability, but their role in the harvesting process remains poorly understood. Here, we used underwater video to examine how two ornamental Amazonian fishes, Hemigrammus sp. and Copella nattereri, interact with artisanal trap gear. We quantified the number of passes, inspections, entries, and exits using latency to inspect and enter traps as proxies for boldness, and coefficients of dispersion (CD) to assess sociability and group coordination. We found that the majority of fish that inspected traps did not enter them, and a given trap typically caught one species over the other. Overall, Copella were captured more frequently, but within individual trials there was no statistical difference in catch numbers between species. While both species inspected traps, Hemigrammus exhibited significantly more passes and a higher rate of inspection. Latency to inspect and enter traps did not differ between species but decreased with increasing temperature for both. Hemigrammus also displayed greater group coordination, with higher CD values across behaviours. Notably, temperature had opposing effects on coordination: for Hemigrammus, CD of inspections increased with temperature and CD of exits decreased, whereas for Copella, inspection CD decreased and exit CD increased. These findings reveal that different species interact with fishing gear in behaviourally distinct ways, influenced by environmental conditions. This highlights the potential for selective pressures to vary not only by species, but also with ecological context. Understanding such dynamics is critical for predicting how artisanal fisheries may shape behavioural traits in wild populations.
DOI: 10.7910/dvn/8yx4dh
title: Making work-arounds work: the need for guidance on testing standards for medicine quality surveys in resource-constrained settings
title: Do necessary but imperfect laboratory adjustments influence study results in lower-resource settings? A comparative study of amoxicillin quality testing methods in Indonesia

description: This dataset includes raw data, code, and protocols underlying a paper, accepted by the Bulletin of the World Health Organization in August 2025, that describes the effect of different sample preparations on the outcome of pharmacopeial quality testing for amoxicillin, and discusses the implications for pharmacopeial guiance.
description: This research was funded by the UK National Institute for Health Research, and was carried out by Universitas Pancasila (Jakarta)
DOI: 10.15468/dl.qzzauz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene pendula",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027313-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7k3gfxb4vk
title: Evolution of Multiscale Mechanical Properties of Shales

description: This dataset is a multi-scale, multi-modal correlated dataset that directly links microscopic information with mechanical properties.

1 Microstructural Data (FE-SEM Analysis)

Data Content: High-resolution secondary electron and backscattered electron images revealing nano- to micro-scale features. This includes the distribution and morphology of organic matter (OM), mineral grains (quartz, clay platelets, etc.), pore types (OM pores, interparticle pores, intraparticle pores), micro-fractures, and their interrelationships.

2 Mineralogical Data (XRD Analysis)

Data Content: Quantitative data on the whole-rock mineral composition (weight %). This is the key dataset for differentiating siliceous (quartz-rich) from argillaceous (clay-rich) shales. It includes the content of quartz, various clay minerals (illite, smectite, etc.), carbonate minerals, feldspar, pyrite, etc.

3 Crystallographic Orientation Data (EBSD Analysis)

Data Content: Crystallographic orientation and micro-textural information of mineral grains. This data generates orientation imaging maps (OIM), pole figures, and inverse pole figures, used to quantify crystallographic preferred orientation (anisotropy), grain boundary types, and intragranular strain distribution.

4 Nanomechanical Data (Nanoindentation Test)

Data Content:

Raw Data: 1,400 load-displacement curves (100 indents/sample × 14 samples).

Derived Data: A matrix of Elastic Modulus (E) and Hardness (H) values calculated from each curve using the Oliver-Pharr method. This data can be plotted as frequency histograms or spatial property maps.

5 Macro-Mechanical Data (Triaxial Compression Test)

Data Content: Axial stress-strain, radial stress-strain, and volumetric strain-axial strain curves. From these, macro-mechanical parameters are derived: peak strength (σₚ), Young's Modulus (E), Poisson's Ratio (ν), cohesion (c), and angle of internal friction (φ).
DOI: 10.17632/7k3gfxb4vk.1
title: Evolution of Multiscale Mechanical Properties of Shales

description: This dataset is a multi-scale, multi-modal correlated dataset that directly links microscopic information with mechanical properties.

1 Microstructural Data (FE-SEM Analysis)

Data Content: High-resolution secondary electron and backscattered electron images revealing nano- to micro-scale features. This includes the distribution and morphology of organic matter (OM), mineral grains (quartz, clay platelets, etc.), pore types (OM pores, interparticle pores, intraparticle pores), micro-fractures, and their interrelationships.

2 Mineralogical Data (XRD Analysis)

Data Content: Quantitative data on the whole-rock mineral composition (weight %). This is the key dataset for differentiating siliceous (quartz-rich) from argillaceous (clay-rich) shales. It includes the content of quartz, various clay minerals (illite, smectite, etc.), carbonate minerals, feldspar, pyrite, etc.

3 Crystallographic Orientation Data (EBSD Analysis)

Data Content: Crystallographic orientation and micro-textural information of mineral grains. This data generates orientation imaging maps (OIM), pole figures, and inverse pole figures, used to quantify crystallographic preferred orientation (anisotropy), grain boundary types, and intragranular strain distribution.

4 Nanomechanical Data (Nanoindentation Test)

Data Content:

Raw Data: 1,400 load-displacement curves (100 indents/sample × 14 samples).

Derived Data: A matrix of Elastic Modulus (E) and Hardness (H) values calculated from each curve using the Oliver-Pharr method. This data can be plotted as frequency histograms or spatial property maps.

5 Macro-Mechanical Data (Triaxial Compression Test)

Data Content: Axial stress-strain, radial stress-strain, and volumetric strain-axial strain curves. From these, macro-mechanical parameters are derived: peak strength (σₚ), Young's Modulus (E), Poisson's Ratio (ν), cohesion (c), and angle of internal friction (φ).
DOI: 10.17632/83b7397pdx
title: Replication package for the paper “The economics of water scarcity in the Americas”, 4 September 2025

description: The code and data files help to replicate the paper “The economics of water scarcity in the Americas”. This version includes all the raw Excel files, which allow for full replication of every single code. Redundant analyses and discarded exercises were excluded from the code files. Links to the raw data sources are also included in the README.
DOI: 10.17632/83b7397pdx.1
title: Replication package for the paper “The economics of water scarcity in the Americas”, 4 September 2025

description: The code and data files help to replicate the paper “The economics of water scarcity in the Americas”. This version includes all the raw Excel files, which allow for full replication of every single code. Redundant analyses and discarded exercises were excluded from the code files. Links to the raw data sources are also included in the README.
DOI: 10.17632/p4ts8hy99s
title: Dataset of Ground-Based Vineyard Thermal Images, Stem Water Potential, Meteorological, and Soil Water Probe Measurements.

description: This dataset includes ground thermal images with corresponding masks (manually segmented and automatically segmented using a pretrained Unet++ fine-tuned on manual masks), stem water potential measurements, meteorological data, and soil water probe readings from the 2024 vineyard growing season in Lisbon, Portugal. It supports research on water status estimation methods, thermal image processing and segmentation, canopy temperature analysis, CWSI evaluation, and the effects of solar panels, grape variety, time of day, and row orientation on thermal imaging.
DOI: 10.17632/p4ts8hy99s.1
title: Dataset of Ground-Based Vineyard Thermal Images, Stem Water Potential, Meteorological, and Soil Water Probe Measurements.

description: This dataset includes ground thermal images with corresponding masks (manually segmented and automatically segmented using a pretrained Unet++ fine-tuned on manual masks), stem water potential measurements, meteorological data, and soil water probe readings from the 2024 vineyard growing season in Lisbon, Portugal. It supports research on water status estimation methods, thermal image processing and segmentation, canopy temperature analysis, CWSI evaluation, and the effects of solar panels, grape variety, time of day, and row orientation on thermal imaging.
DOI: 10.17632/gf63vz9r24
title: Dataset_Cuidado básico y especializado de enfermería en un hospital universitario en Bogotá: correspondencia según formación

description: Este archivo contiene los datos utilizados en el artículo: Cuidado básico y especializado de enfermería en un hospital universitario en Bogotá: correspondencia según formación
DOI: 10.17632/gf63vz9r24.1
title: Dataset_Cuidado básico y especializado de enfermería en un hospital universitario en Bogotá: correspondencia según formación

description: Este archivo contiene los datos utilizados en el artículo: Cuidado básico y especializado de enfermería en un hospital universitario en Bogotá: correspondencia según formación
DOI: 10.17632/cwc846rx54
title: FACTORES ASOCIADOS Y ANÁLISIS EPIDEMIOLÓGICO DE LA MORTALIDAD POR TOS FERINA EN COLOMBIA 2019–2023

description: Casos notificados por Tos ferina Colombia 2019 - 2023, fuente: Microdatos del Instituto Nacional de Salud
DOI: 10.17632/cwc846rx54.1
title: FACTORES ASOCIADOS Y ANÁLISIS EPIDEMIOLÓGICO DE LA MORTALIDAD POR TOS FERINA EN COLOMBIA 2019–2023

description: Casos notificados por Tos ferina Colombia 2019 - 2023, fuente: Microdatos del Instituto Nacional de Salud
DOI: 10.17632/y4s9khhs5k
title: SIP-HGOIA:2008-2024

description: Base de datos del Sistema Informático perinatal y de la Historia Clínica Materno Perinatal del Hospital Gineco Obstétrico Isidro Ayora del periodo 2008 hasta 2022
DOI: 10.17632/y4s9khhs5k.4
title: SIP-HGOIA:2008-2024

description: Base de datos del Sistema Informático perinatal y de la Historia Clínica Materno Perinatal del Hospital Gineco Obstétrico Isidro Ayora del periodo 2008 hasta 2022
DOI: 10.17632/j6my2dfyxy.1
title: Published RfDs and Molecular Descriptors

description: This dataset contains chronic non-cancer oral reference doses and molecular descriptors as starting data used to derive results expected to be published in Chemosphere in the near future. I am the first author of that paper.
DOI: 10.15468/dl.g24t96
title: Occurrence Download

description: A dataset containing 2503000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-94.54281 14.33657,-90.28316 14.33657,-90.28316 17.82428,-94.54281 17.82428,-94.54281 14.33657))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2503000 records from 1016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027226-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2nubg
title: Occurrence Download

description: A dataset containing 1967 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Continent is South America",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Carnivora"
 ]
}

 The dataset includes 1967 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181825-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rui5bv
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis shiranus Boulenger, 1897"
 ]
}

 The dataset includes 84 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006442-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgc973
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.41_1",
 "TaxonKey is Bombus variabilis (Cresson, 1872)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310424-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbka3m
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Bromus scoparius L."
 ]
}

 The dataset includes 323 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024307-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yw3fbj
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria apetala Ucria ex Roem."
 ]
}

 The dataset includes 46 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057663-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tdu7j
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Saguinus leucopus (Günther, 1877)"
 ]
}

 The dataset includes 40 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075246-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9ky29
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 169 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035877-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fh5t6
title: Occurrence Download

description: A dataset containing 953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium pitcheri (Torr. ex Eaton) Torr. & A.Gray"
 ]
}

 The dataset includes 953 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310409-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1f5zt7
title: Occurrence Download

description: A dataset containing 251639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1960-1990",
 "Geometry POLYGON((-180 69,180 69,180 71,-180 71,-180 69))",
 "HasCoordinate is true",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 251639 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024309-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.