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

description: A dataset containing 834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Bubo bubo",
 "Year 2015-2025"
 ]
}

 The dataset includes 834 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007886-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvbpkn
title: Occurrence Download

description: A dataset listing the 175 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "GadmGid is BRA.21_1",
 "TaxonKey is Lamiaceae"
 ]
}

 The dataset's 175 records were derived from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007870-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6ubh6
title: Occurrence Download

description: A dataset containing 40168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euonymus alatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 40168 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007885-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/a473-ph46
title: "MDMIC - Indic Cross-Domain, Multi-Intent NLU Dataset"

description: "We construct an Indic benchmark corpus MDMIC through data augmentation, based on the benchmark multilingual dataset MASSIVE, for NLU tasks, i.e, ID, DC, SF in complex utterances in low-resource languages. These utterances span multiple domains and intents, comprising complex, multi-sentence structures.Each class in this dataset is a combination of multiple intents and domains. 6 dataset files are uplaoded as per the given language &lt;Hindi, Bengali, Tamil, Telugu, Kannada, Malayalam&gt;. It has Complex Sentence (contains the user-utterance) , Intents (refers to the multiple intents in the user-utterance) , Scenarios (refers to the domain information - contains cross domain data) , annot_uts (contains slot\/entity level information in the specified language), num_scenarios (contain the number of domains), annot_utts_eng (contains the slot\/entity level information in English)"
DOI: 10.15468/dl.z7cxsr
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Soldanella villosa)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 88 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007888-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kprk8
title: Occurrence Download

description: A dataset containing 4903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pandion haliaetus",
 "Year 2015-2025"
 ]
}

 The dataset includes 4903 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007889-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data925
title: State of polarization measurements in quantum channel

description: The dataset contains simulated measurements of the polarization state (Stoke parameters) of the received photons in the case that the quantum channel is affected by both environmental events and eavesdropping. This dataset is partially supported by the European Commission through the HORIZON ALLEGRO project (G.A. 101092766), from the AEI IBON (PID2020-114135RB-I00) project and from the ICREA Institution.
DOI: 10.15468/dl.3f6wwm
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron floribundus",
 "Country is Nigeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007890-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/p7wy-2f11
title: "lossless jpeg recompression"

description: "Research on lossless compression for pathological images."
DOI: 10.15468/dl.253tzy
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron floribundus",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007891-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahrn4w
title: Occurrence Download

description: A dataset containing 46 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)"
 ]
 }
 },
 "TaxonKey is Stipa spartea",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 46 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007894-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/w6gz-dt09
title: "Development of Haptic Sensor for Health Care Applications"

description: "This graphical abstract showcases a novel dual-layer haptic sensor using frustrated total internal reflection (FTIR) imaging. The design integrates a solid sensing layer that captures contact force distribution and a flexible probe layer that enables 3D surface geometry reconstruction. By combining data from both layers through contact mechanics models, the sensor quantifies tissue viscoelasticity while simultaneously mapping 3D geometry with high spatial resolution. Experimental validation demonstrates elastic modulus measurement with 4.88% error, making this technology particularly valuable for healthcare applications such as tumor diagnosis where both material properties and surface characteristics are clinically significant."
DOI: 10.15468/dl.d83r54
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus armandii mastersiana"
 ]
}

 The dataset includes 206 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007895-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6593151
title: IL17 signaling promotes porcine and mouse oocyte maturation and subsequent full-term embryo development
DOI: 10.5281/zenodo.6593152
title: IL17 signaling promotes porcine and mouse oocyte maturation and subsequent full-term embryo development
DOI: 10.15468/dl.8rmmk2
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron floribundus",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1411 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007897-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grrx9m
title: Occurrence Download

description: A dataset containing 7117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Elanus caeruleus",
 "Year 2015-2025"
 ]
}

 The dataset includes 7117 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007896-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17181907
title: Measuring and Mitigating Implicit Bias in Large Language Models – Supplementary Code and Data

description: This repository provides supplementary materials for the research article “Measuring and Mitigating Implicit Bias in Large Language Models: Interdisciplinary Psycho-Linguistic Approaches and Agent-Based Refinement.”

Contents include:





bias_mitigation_agent.ipynb: Jupyter notebook implementing bias detection and rewriting pipeline using LangGraph.




llm_bias_measurement.ipynb: Jupyter notebook for multi-model evaluation and measurement of bias with descriptive statistics.




data/: Example Excel files (Agents.xlsx, Generalization.xlsx, Standard.xlsx) used in experiments.




README.md: Documentation and usage instructions.




requirements.txt: Python dependencies for reproducibility.



These resources enable reproducibility of experiments described in the paper.
DOI: 10.5281/zenodo.17181908
title: Measuring and Mitigating Implicit Bias in Large Language Models – Supplementary Code and Data

description: This repository provides supplementary materials for the research article “Measuring and Mitigating Implicit Bias in Large Language Models: Interdisciplinary Psycho-Linguistic Approaches and Agent-Based Refinement.”

Contents include:





bias_mitigation_agent.ipynb: Jupyter notebook implementing bias detection and rewriting pipeline using LangGraph.




llm_bias_measurement.ipynb: Jupyter notebook for multi-model evaluation and measurement of bias with descriptive statistics.




data/: Example Excel files (Agents.xlsx, Generalization.xlsx, Standard.xlsx) used in experiments.




README.md: Documentation and usage instructions.




requirements.txt: Python dependencies for reproducibility.



These resources enable reproducibility of experiments described in the paper.
DOI: 10.34808/t1kn-p210
title: Permeability studies of the eutectogels

description: This dataset comprises raw experimental data obtained from morphological and electrochemical investigations of eutectogels. The dataset includes cyclic voltammetry measurements, small-angle X-ray scattering (SAXS) analyses, and imaging data acquired using confocal, digital, and scanning electron microscopy (SEM).
DOI: 10.15468/dl.sz7g39
title: Occurrence Download

description: A dataset containing 22594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lespedeza cuneata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 22594 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007898-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dj8yp
title: Occurrence Download

description: A dataset containing 23523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Buxbaumia viridis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 23523 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007901-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq46vy
title: Occurrence Download

description: A dataset containing 5092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pernis ptilorhynchus",
 "Year 2015-2025"
 ]
}

 The dataset includes 5092 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007902-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2220629213
title: Investigating the Dynamic Role of Iron in Activating Nickel-Iron-Layered Double Hydroxide During the Oxygen Evolution Reaction: An Operando

description: Nickel-iron layered double hydroxides (NiFe-LDHs) are highly effective oxygen evolution reaction (OER) electrocatalysts, undergoing dynamic transformations into active oxyhydroxides under electrochemical conditions. However, the structural and electronic changes during this process remain unclear, requiring real-time monitoring on short timescales (milliseconds to seconds). A key aspect of this transformation is the interplay between Fe oxidation and deprotonation, where Fe⁴⁺ may induce Ni-OH deprotonation or Ni oxidation may first weaken the OH network, triggering deprotonation and Fe activation (Fe3⁺→Fe4+). To resolve these ambiguities, we propose to operando study NiFe-LDHs using synchrotron Mössbauer spectroscopy (SMS) at ESRF’s ID14. Additionally, we aim to investigate Fe’s role in the α-to-γ phase transition, crucial for optimizing catalytic performance. Understanding Fe’s role in structural evolution is significant to NiFe catalyst stability and efficiency.
DOI: 10.15468/dl.zxybqa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron floribundus",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007903-250920141307145/datasets/export for details.
DOI: 10.15468/dl.avcy4g
title: Occurrence Download

description: A dataset containing 86284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1957"
 ]
}

 The dataset includes 86284 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007814-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16984513
title: Genetic and Evolutionary Insights into Human Head-to-Body Ratios via Deep Learning-Based Medical Image Segmentation and Implications for Common Diseases

description: Description of the data and file structure

By applying deep learning models to 38,202 whole-body dual-energy X-ray absorptiometry (DXA) images from the UK Biobank, we extracted 10 HBRs related to the head (length and width) and body (height, shoulder width, trunk length, hip width, and leg length). 

Files and variables

File: 1.LHiR.stat.gz

Description: GWAS summary data of head length to hip width ratio.

File: 1.LHR.stat.gz

Description: GWAS summary data of head length to body height ratio.

File: 1.LSR.stat.gz

Description: GWAS summary data of head length to shoulder width ratio.

File: 1.LLeR.stat.gz

Description: GWAS summary data of head length to leg length ratio.

File: 1.LTR.stat.gz

Description: GWAS summary data of head length to  trunk length ratio.

File: 1.WHiR.stat.gz

Description: GWAS summary data of head width to hip width ratio.

File: 1.WHR.stat.gz

Description: GWAS summary data of head width to body height ratio.

File: 1.WLeR.stat.gz

Description: GWAS summary data of head width to leg length ratio.

File: 1.WSR.stat.gz

Description: GWAS summary data of head width to shoulder width ratio.

File: 1.WTR.stat.gz

Description: GWAS summary data of head width to trunk length ratio.

Code/software

GWASs were performed using BOLT-LMM. Covariates included the first 20 genetic principal components (FID 22009) provided by UKB, sex (FID 31), age (FID 21003) and "BACKGROUND". Additionally, the DXA scanner's serial number and the software version used to process images were combined into a single covariate, resulting in seven factor levels.
DOI: 10.15468/dl.aqchju
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron floribundus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 505 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007904-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78bwqc
title: Occurrence Download

description: A dataset containing 240 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)"
 ]
 }
 },
 "TaxonKey is Stipa speciosa",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 240 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007905-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13912009
title: The effectiveness of biodiversity offsetting for wild pollinator conservation
DOI: 10.15468/dl.727g9u
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron floribundus",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007906-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data933
title: OpenFOAM files and processed data of thermally-driven winds on mars: a review and a slope effect numerical study

description: The dataset contains OpenFOAM files and processed data corresponding to the paper: Montlaur, A., Arias, S., & Rojas, J. I. (2024). Thermally driven winds on Mars: A review and a slope effect numerical study. Journal of Geophysical Research: Planets, 129, e2023JE007987. https://doi.org/10.1029/2023JE007987.

The dataset is structured into the following 6 folders: 1) ReferenceCase: include the reference/main case, 2) NoRadiationTest: include the case without radiation, 3) HeightTest: include the cases used for domain height validation (7.5 and 5 km), 4) MeshTest: include the 2 cases used for mesh validation (389 and 607 elements), 5) TimeStepTest: include the 2 cases used for mesh validation (0.12s and 0.18 s), 6) SlopeEffect: include 5 cases of slope study (5, 10, 15, 25, 30º). Each study case includes the necessary "0," "system," and "constant" folders to run simulations in OpenFOAM. Text files with post-processing data (computed at midslope, "slope50") are also included for each case.
DOI: 10.15468/dl.zc6dxu
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viola jaubertiana)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 70 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007907-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17181822
title: Data on the Effectiveness of a Cereal Crop Residue-Based Feed Supplement on the Zootechnical Performance of Draught Cattle in Cotton Farms of Western Burkina Faso.

description: This dataset contains data on nutrients contained in the forage from crop residus : Dry matter, Ash, Organic matter, Crude Protein, Neutral Detergent Fiber, Acid Detregent Fiber, Acid Detregent Lignin, In vitro organic, matter digestibility, Metabolizable Energy, Sorghum, Maize, Millet.

The data are collectedinthe villages of Dohoun in the district of Houndé and Ouakuy in the distict of Béréba, Province of  Tuy province;  Kari dictrict of Bondokui Province of  Mouhoun between Janyary 2021 and April 2023.

This dataset has been developed in the framework of EU H2020 Project (GA  862848) Linking East and West African farming systems experience into a BELT of sustainable intensification.
DOI: 10.15468/dl.9w943k
title: Occurrence Download

description: A dataset containing 42258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucaena leucocephala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 42258 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007910-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkqny3
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garcinia bifasciculata N.Robson"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052013-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.orl9ot
title: Occurrence Download

description: A dataset containing 12499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruellia Plum. ex L.",
 "Country is Brazil"
 ]
}

 The dataset includes 12499 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008968-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehce9j
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2000-2017",
 "TaxonKey is Leptonycteris yerbabuenae Martínez & Villa-R., 1940"
 ]
}

 The dataset includes 396 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008968-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.