cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4bwy9y
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farlowella nattereri"
 ]
}

 The dataset includes 180 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008593-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr93h4
title: Occurrence Download

description: A dataset containing 106036 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica rapa"
 ]
}

 The dataset includes 106036 records from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008553-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rkzxm
title: Occurrence Download

description: A dataset containing 5305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cnicus benedictus"
 ]
}

 The dataset includes 5305 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008594-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj2zs4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAY4379"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008596-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69pyan
title: Occurrence Download

description: A dataset containing 4532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halyomorpha halys",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4532 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008597-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y3z96
title: Occurrence Download

description: A dataset containing 2280 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SEGUNDA EVALUACIÓN NACIONAL FORESTAL DEL ECUADOR CONTINENTAL"
 ]
}

 The dataset includes 2280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008598-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axv3br
title: Occurrence Download

description: A dataset containing 1573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cnidium monnieri"
 ]
}

 The dataset includes 1573 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008599-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4xy4s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADX0563"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008602-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thmrjx
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orthilia secunda",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 846 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008601-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbaw2a
title: Occurrence Download

description: A dataset containing 8118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica repanda"
 ]
}

 The dataset includes 8118 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008600-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqsbq7
title: Occurrence Download

description: A dataset containing 791516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-116.62 40.64,-98.51 40.64,-98.51 45.52,-116.62 45.52,-116.62 40.64))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 791516 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008565-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30753338
title: Reconstructing Menopausal Hormone Therapy Guidelines: From Palliative Symptom Management to Age-Related Endocrine Insuﬃciency Disease Prevention

description: On November 10, 2025, the FDA formally reversed twenty-three years of restrictive guidance on menopausal hormone therapy (MHT), acknowledging that the Women's Health Initiative evidence does not appropriately apply to modern formulations. This regulatory reversal exposes a persistent institutional inertia: despite acknowledgment, no guideline review or reassessment has been announced by ACOG or NAMS. More broadly, legal doctrine is shifting to prioritize evidence-based over consensus-based practice; MHT evidence has matured across 15-20 years of registry data; and international guideline divergence reveals that current U.S. guideline restrictions do not reﬂect global evidence interpretation. Professional organizations maintaining current guidelines now do so with explicit knowledge of these contradictions.Comprehensive guideline reconstruction is therefore not optional reﬁnement—it is institutional necessity. Such reconstruction must address three interconnected dimensions: menopause reclassiﬁcation from genitourinary/reproductive to endocrine disease—speciﬁcally, age-related endocrine insuﬃciency; clinical practice evolution toward formulation-speciﬁc evidence and precision medicine; and standards aligned with contemporary legal-ethical requirements. This article aims to integrate clinical evidence, institutional bias analysis, and legal/regulatory change into a coherent, actionable proposal for rebuilding menopausal hormone therapy guidelines.NOTE: The ICD-11 classification table in this article uses legacy ‘E‑series’ endocrine codes to illustrate menopause as an endocrine insufficiency alongside other hormone-deficiency states. In the current ICD‑11 architecture, these conditions are reorganized under the newer ‘5A/GA’ taxonomy, and the older E‑codes have been retired. The table is intended to depict menopause as an endocrine endocrine-insufficiency analogue, but is not fully aligned with the formal, contemporary ICD‑11 code structure, which has not yet been widely adopted or clinically familiar in the U.S.
DOI: 10.6084/m9.figshare.30753338.v1
title: Reconstructing Menopausal Hormone Therapy Guidelines: From Palliative Symptom Management to Age-Related Endocrine Insuﬃciency Disease Prevention

description: On November 10, 2025, the FDA formally reversed twenty-three years of restrictive guidance on menopausal hormone therapy (MHT), acknowledging that the Women's Health Initiative evidence does not appropriately apply to modern formulations. This regulatory reversal exposes a persistent institutional inertia: despite acknowledgment, no guideline review or reassessment has been announced by ACOG or NAMS. More broadly, legal doctrine is shifting to prioritize evidence-based over consensus-based practice; MHT evidence has matured across 15-20 years of registry data; and international guideline divergence reveals that current U.S. guideline restrictions do not reﬂect global evidence interpretation. Professional organizations maintaining current guidelines now do so with explicit knowledge of these contradictions.Comprehensive guideline reconstruction is therefore not optional reﬁnement—it is institutional necessity. Such reconstruction must address three interconnected dimensions: menopause reclassiﬁcation from genitourinary/reproductive to endocrine disease—speciﬁcally, age-related endocrine insuﬃciency; clinical practice evolution toward formulation-speciﬁc evidence and precision medicine; and standards aligned with contemporary legal-ethical requirements. This article aims to integrate clinical evidence, institutional bias analysis, and legal/regulatory change into a coherent, actionable proposal for rebuilding menopausal hormone therapy guidelines.NOTE: The ICD-11 classification table in this article uses legacy ‘E‑series’ endocrine codes to illustrate menopause as an endocrine insufficiency alongside other hormone-deficiency states. In the current ICD‑11 architecture, these conditions are reorganized under the newer ‘5A/GA’ taxonomy, and the older E‑codes have been retired. The table is intended to depict menopause as an endocrine endocrine-insufficiency analogue, but is not fully aligned with the formal, contemporary ICD‑11 code structure, which has not yet been widely adopted or clinically familiar in the U.S.
DOI: 10.15468/dl.htytak
title: Occurrence Download

description: A dataset containing 12142287 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet automatically identified occurrences"
 ]
}

 The dataset includes 12142287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022869-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37pwrj
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Euphorbia schultzii"
 ]
}

 The dataset includes 1220 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022888-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3qvbu
title: Occurrence Download

description: A dataset listing the 144 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((169.39812 -43.92639,169.37086 -43.9335,169.35584 -43.94615,169.35209 -43.96096,169.35189 -43.97855,169.35841 -43.99515,169.37639 -44.01372,169.3839 -44.01629,169.39793 -44.01668,169.40583 -44.01727,169.42875 -44.01668,169.45127 -44.00996,169.46273 -44.00226,169.47419 -43.9906,169.48131 -43.97697,169.48249 -43.96729,169.47933 -43.95859,169.47024 -43.94654,169.45799 -43.93567,169.44633 -43.93113,169.42776 -43.9258,169.41314 -43.92659,169.39812 -43.92639))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Insecta, Arachnida, Onychophora, Rhytididae, Athoracophoridae)"
 ]
}

 The dataset's 144 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022864-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afumbg
title: Occurrence Download

description: A dataset containing 3229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aplodontia"
 ]
}

 The dataset includes 3229 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022891-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn73738619
title: Depleting retinoic acid synthesis in the nucleus accumbens shell produces a protective phenotype for emotional reactivity and drug-taking in rats
DOI: 10.5061/dryad.612jm64ks
title: Response of specific leaf area to light: comparative study of a large species set

description: Specific leaf area (SLA) is a commonly used proxy for the leaf economy
 spectrum in plants, separating species with low-cost leaves (in terms of
 carbon) with short lifespan and hence fast turnover from species with
 high-cost and long-lived leaves. While SLA is used mainly for
 interspecific comparisons, it also varies within species both
 ontogenetically and in response to the environment. We hypothesise that
 the light signal should play a key role as a driver of plasticity of SLA,
 as fast growth of low-cost leaves is essential both for fast capture of
 light and shading of potential competitors. We therefore examined
 interspecific differences in the SLA plasticity to light in a garden
 experiment with 67 herbaceous species grown under six light regimes in
 replicated factorial design. We found that intraspecific variation in SLA
 was largely driven by photosynthetically active radiation (PAR) with only
 minor effect of red/far red ratio (R/FR). The magnitude of SLA response to
 light strongly differed among species, with light regime explaining
 between 4% to 80% (mean 48%) of the total SLA variation. The effect of
 light on SLA had no phylogenetic signal and showed weakly positive
 relationship to height (taller plants having stronger response of SLA to
 light) and negative to the mean SLA (high-SLA species respond less). This
 indicates that taller plants, i.e. those competing for light more
 strongly, are able to change their SLA faster in order to keep up in
 vertical competition for light. This response is largely driven by the
 light energy availability and does not seem to be an active response to
 the red/far red signal.
description: # Response of specific leaf area to light: comparative study of a large
 species set Dataset DOI:
 [10.5061/dryad.612jm64ks](https://doi.org/10.5061/dryad.612jm64ks) ##
 Description of the data and file structure Specific leaf area (SLA) for
 individual species under six light treatments ### Files and variables ####
 File: S1.txt **Description:**  The first line contains variable names
 (below). The 2-4th lines show characteristics of the light treatments for
 individual columns  (photosynthetic active radiation, abbreviated PAR, as
 percentages of full light) and  red/far red ratio proportion, abbreviated
 RFR) ##### Variables * :species * :family * :year in which the data for
 that species was collected  * :values of specific leaf area (SLA [mm2/mg])
 in the following six treatments (characterictics in the lines 2-4): *
 control * light green - dark green - dark grey-green - dark grey - light
 grey ## Code/software No ## Access information Other publicly accessible
 locations of the data: * None Data was derived from the following sources:
 * original
DOI: 10.5281/zenodo.18664986
title: Face-shaped Human-Face Jade Form 04(EANJ_FACE_04): Digital Visual Documentation (Low-Resolution Public Preview)

description: I. Scope and Purpose

This dataset documents a multi-view visual record of an East Asian prehistoric jade object featuring a human-face motif (EANJ_FACE_04). The object represents a single specimen within a systematic digital archiving project comprising multiple human-face–shaped artifacts and forms part of a continuously expanding data collection.

The purpose of this record is to provide independently verifiable baseline visual data through standardized image acquisition and organization, serving as an objective reference foundation for subsequent academic work.

Provided that researchers operate within clearly defined research questions and methodological frameworks, this dataset may be used to support cross-comparative morphological studies, teaching examples, and non-invasive re-analysis based on image-derived evidence.

Access Note:This record constitutes a low-resolution public preview (Public Preview). The high-resolution original image dataset (Record B), including RAW/TIFF files, has been published separately under restricted access. Qualified researchers may apply for access via the following DOI:https://doi.org/10.5281/zenodo.18652811

 

II. Academic Neutrality and Non-Interpretive Disclaimer

This dataset adheres to a principle of non-interpretive description, intended to ensure scientific neutrality and methodological transparency throughout the documentation process.

All textual descriptions and image annotations are strictly limited to directly observable phenomena and do not constitute, imply, or suggest any archaeological attribution, cultural identification, chronological assessment, or historical contextualization.

This record does not address, evaluate, or speculate on the object’s provenance, function, scholarly significance, or commercial value, nor does it represent any form of interpretive or conclusory statement.
DOI: 10.5281/zenodo.18664985
title: Face-shaped Human-Face Jade Form 04(EANJ_FACE_04): Digital Visual Documentation (Low-Resolution Public Preview)

description: I. Scope and Purpose

This dataset documents a multi-view visual record of an East Asian prehistoric jade object featuring a human-face motif (EANJ_FACE_04). The object represents a single specimen within a systematic digital archiving project comprising multiple human-face–shaped artifacts and forms part of a continuously expanding data collection.

The purpose of this record is to provide independently verifiable baseline visual data through standardized image acquisition and organization, serving as an objective reference foundation for subsequent academic work.

Provided that researchers operate within clearly defined research questions and methodological frameworks, this dataset may be used to support cross-comparative morphological studies, teaching examples, and non-invasive re-analysis based on image-derived evidence.

Access Note:This record constitutes a low-resolution public preview (Public Preview). The high-resolution original image dataset (Record B), including RAW/TIFF files, has been published separately under restricted access. Qualified researchers may apply for access via the following DOI:https://doi.org/10.5281/zenodo.18652811

 

II. Academic Neutrality and Non-Interpretive Disclaimer

This dataset adheres to a principle of non-interpretive description, intended to ensure scientific neutrality and methodological transparency throughout the documentation process.

All textual descriptions and image annotations are strictly limited to directly observable phenomena and do not constitute, imply, or suggest any archaeological attribution, cultural identification, chronological assessment, or historical contextualization.

This record does not address, evaluate, or speculate on the object’s provenance, function, scholarly significance, or commercial value, nor does it represent any form of interpretive or conclusory statement.
DOI: 10.6084/m9.figshare.1568098.v3
title: Comparison of vehicle exhaust particle size distributions measured by SMPS and EEPS during steady-state conditions

description: Fast-sizing spectrometers, such as the TSI Engine Exhaust Particle Sizer (EEPS), have been widely used to measure transient particle size distributions of vehicle exhaust. Recently, size distributions measured during different test cycles have begun to be used for calculating suspended particulate mass; however, several recent evaluations have shown some deficiencies of this approach and discrepancies relative to the gravimetric reference method. The EEPS converts electrical charge carried by particles into size distributions based on mobility classification and a specific calibration, and TSI recently released a matrix optimized for vehicle emissions as described by Wang et al. (2015a). This study evaluates the performance of the new matrix (Soot Matrix) relative to the original matrix (Default Matrix) and reference size distributions measured by a Scanning Mobility Particle Sizer (SMPS). Steady-state particle size distributions were generated from the following five sources to evaluate exhaust particulates with various morphologies estimated by mass-mobility scaling exponent: (1) a diesel generator operating on ultralow sulfur diesel (ULSD), (2) a diesel generator operating on biodiesel, (3) a gasoline direct-injection (GDI) vehicle operating at two speeds, (4) a conventional port-fuel injection (PFI) gasoline vehicle, and (4) a light-duty diesel (LDD) vehicle equipped with a diesel particulate filter (DPF). Generally, the new Soot Matrix achieved much better agreement to the SMPS reference for particles smaller than 30 nm and larger than 100 nm, and also broadened the accumulation mode distribution that was previously too narrow using the Default Matrix. However, EEPS distributions still did not agree with SMPS reference measurements when challenged by a strong nucleation mode during high-load operation of the LDD vehicle. This work quantifies the range of accuracy that can be expected when measuring particle size distribution, number concentration, and integrated particle mass of vehicle emissions when using the new static calibration derived based on properties of classical diesel soot.
DOI: 10.5281/zenodo.18617429
title: Dataset for Hyperelastic Material Parameter Identification of a Polymer Using the Virtual Fields Method and Uniaxial Tensile Tests

description: This dataset contains experimental data describing the mechanical behavior of a polymer material under non-homogeneous deformation. The study focuses on the identification of hyperelastic material parameters for the material in its as-received state.

The dataset consists of five individual files:





TPS_2.hdf5 – This file contains the results of the Digital Image Correlation (DIC) analysis of a T-shaped specimen subjected to deformation. The detailed structure of the HDF5 file is described at the following link: https://thermocorr.ippt.pan.pl/output-file-structure.html




force_vfm.csv – This file contains the force values measured during the test, synchronized with the DIC results. These data are used in the Virtual Fields Method (VFM) identification procedure.




e1.npz, e2.npz, and e3.npz – These files contain stress–strain data obtained from individual uniaxial tensile tests of the investigated polymer.



The dataset enables reproduction of the material parameter identification procedure and comparison between heterogeneous-field identification (VFM) and classical uniaxial testing results.