cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.772vyf
title: Occurrence Download

description: A dataset containing 40611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "GadmGid is PRT.11.1_1"
 ]
}

 The dataset includes 40611 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000366-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/c9n6-3x86
title: "Microwave Radiation of Corona Discharge"

description: "An analytical model of the mechanism of microwave radiation of a streamerless stationary corona discharge caused by a discrete structure of the discharge current consisting of a set of electron avalanches is developed. The shape, amplitude and directional pattern of electromagnetic pulses emitted by electron avalanches of positive and negative corona discharges on an electrode with a hemispherical end are determined. The spectral intensity of electromagnetic radiation of positive and negative corona discharges on a spherical electrode is calculated depending on the electrode radius and discharge current. A tendency for the frequency and intensity of the considered radiation of a corona discharge with a given current to increase with a decrease in the radius of curvature of the corona electrode is detected. Objects of natural and laboratory origin are proposed, in which the avalanche mechanism of microwave radiation generation can manifest itself with an intensity sufficient for its registration."
DOI: 10.15468/dl.vqkyk9
title: Occurrence Download

description: A dataset containing 113583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pittosporum tobira (Murray) Aiton fil.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 113583 records from 349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000364-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57833/cidacs/pppjce
title: Sistema de informações de nascidos vivos vinculado ao sistema de informações sobre mortalidade

description: Conjunto de dados produzido e utilizado com a finalidade de alcance dos objetivos de “Estimar o efeito de fatores socioeconômicos, de pré-natal e características maternas no peso ao nascer, prematuridade, morte fetal, data/causa da morte nos cinco anos de vida e crescimento durante os primeiros cinco anos de vida” e “Estimar o impacto do programa Bolsa Família no peso ao nascer, prematuridade, morte fetal, mortalidade por idade e suas causas no crescimento infantil durante os primeiros cinco anos de vida em subpopulações e períodos.”, ambos componentes do projeto intitulado “Avaliando o impacto de fatores e intervenções sociais no crescimento e desenvolvimento saudáveis: coorte de 100 milhões de brasileiros”.
DOI: 10.57967/hf/5499
title: hplt-v1.2_urls
DOI: 10.25574/42416
title: Chandra X-ray Observatory ObsId 42416
DOI: 10.15468/dl.zkhatd
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Atelocynus microtis (Sclater, 1883))"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000369-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10352996
title: Antibiotics Change the Growth Rate Heterogeneity and Morphology of Bacteria

description: Each experiment was conducted on the Multipad Agarose Plate (MAP) and is labelled with BE followed by a number. This repository contains four main elements:



The file Condition map MAP P2.json describes how the MAP platforms were set up for each experiment. Some datasets also include data that was discarded.  

The folder Benchmarking contains data for how we validated the performance of our PadAnalyser package. Originals have a set of images from bacteria affected by antibiotics to produce different morphologies. Annotated_raw is the human-labelled version of these, and Annotated are these converted to a format that can be used by code for comparison. Segmentation Benchmarking.ipynb is a Jupyter Notebook that segments the cells and compares the output to the annotated data. 

The folder Dataframes contains Pandas data frames from all experiments, classified by bacteria species. 

The folder Videos contains debug videos visualizing how the segmentation algorithm performed on the different datasets. Contact us for access to the raw data. Videos in the format *_ssi.mp4 contain single cell masks, and *_css.mp4 contains colony masks.
DOI: 10.57967/hf/5500
title: Reuglar_and_Singular_SPDEBench
DOI: 10.6084/m9.figshare.26996772
title: Additional file 1 of Microfinance Institutions and Corporate Social Responsibility. A scientometric study

description: Additional file 1
DOI: 10.6084/m9.figshare.26996772.v1
title: Additional file 1 of Microfinance Institutions and Corporate Social Responsibility. A scientometric study

description: Additional file 1
DOI: 10.15468/dl.4ebpp6
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quararibea asterolepis Pittier"
 ]
}

 The dataset includes 356 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000370-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/vdhp-6g54
title: Benin Compact - Access to Land - Rural: Design Report
DOI: 10.3886/xjhv-a188
title: Benin Compact - Access to Land - Rural: Design Report
DOI: 10.15468/dl.9yraa9
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Speothos venaticus (Lund, 1842))"
 ]
}

 The dataset includes 90 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000371-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10352995
title: Antibiotics Change the Growth Rate Heterogeneity and Morphology of Bacteria

description: Each experiment was conducted on the Multipad Agarose Plate (MAP) and is labeled with BE followed by a number. This repository contains four main elements:



The file Experiment condition map.json describes how the MAP platforms were set up for each experiment. Some datasets also include data that was discarded.  

The folder Benchmarking contains data for how we validated the performance of our PadAnalyser package. Originals have a set of images of bacteria affected by antibiotics that produce different morphologies. Annotated_raw is the human-labelled version of these, and Annotated are these converted to a format that can be used by code for comparison. Segmentation Benchmarking.ipynb is a Jupyter Notebook that segments the cells and compares the output to the annotated data. 

The folder Dataframes contains Pandas data frames from all experiments, classified by bacteria species. 

The folder Videos contains debug videos visualising how the segmentation algorithm performed on the different datasets. Contact us for access to the raw data. Videos in the format *_ssi.mp4 contain single-cell masks, and *_css.mp4 contains colony masks.
DOI: 10.5281/zenodo.15411229
title: Antibiotics Change the Growth Rate Heterogeneity and Morphology of Bacteria

description: Each experiment was conducted on the Multipad Agarose Plate (MAP) and is labeled with BE followed by a number. This repository contains four main elements:



The file Experiment condition map.json describes how the MAP platforms were set up for each experiment. Some datasets also include data that was discarded.  

The folder Benchmarking contains data for how we validated the performance of our PadAnalyser package. Originals have a set of images of bacteria affected by antibiotics that produce different morphologies. Annotated_raw is the human-labelled version of these, and Annotated are these converted to a format that can be used by code for comparison. Segmentation Benchmarking.ipynb is a Jupyter Notebook that segments the cells and compares the output to the annotated data. 

The folder Dataframes contains Pandas data frames from all experiments, classified by bacteria species. 

The folder Videos contains debug videos visualising how the segmentation algorithm performed on the different datasets. Contact us for access to the raw data. Videos in the format *_ssi.mp4 contain single-cell masks, and *_css.mp4 contains colony masks.
DOI: 10.34740/kaggle/dsv/11826514
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.aaq8pk
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Viet Nam, Solomon Islands, Philippines)",
 "DatasetKey is Herbarium of Taiwan Forestry Research Institute",
 "TaxonKey is Cyperaceae"
 ]
}

 The dataset includes 349 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000376-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3wtq6
title: Occurrence Download

description: A dataset containing 6920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Planchonia careya (F.Muell.) R.Knuth)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6920 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000375-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkabtc
title: Occurrence Download

description: A dataset containing 4068 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sterculia apetala (Jacq.) H.Karst."
 ]
}

 The dataset includes 4068 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000377-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhkrjd
title: Occurrence Download

description: A dataset containing 274704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies alba Mill., Abutilon Tourn. ex Mill.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 274704 records from 1017 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000368-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn9k8k
title: Occurrence Download

description: A dataset containing 1948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactarius quieticolor"
 ]
}

 The dataset includes 1948 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027577-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24416/uu01-k2htlv
title: Laser powder bed fusion of amitriptyline tablets via eutectic mixtures using sugar alcohols as binders

description: This is the data archive for the publication named  "Laser powder bed fusion of amitriptyline tablets via eutectic mixtures using sugar alcohols as binders". The readme file contains directions on how to recreate the figures and can assist in navigating the data. In case of additional questions about the data feel free to reach out to the corresponding author (E-mail address: j.h.j.quodbach@uu.nl).
DOI: 10.15468/dl.3zxbf8
title: Occurrence Download

description: A dataset containing 5625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dictamnus albus",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 5625 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027578-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18683474
title: Face-shaped Human-Face Jade Form 10 (EANJ_FACE_10): 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_10). 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.18683122

 

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.18683473
title: Face-shaped Human-Face Jade Form 10 (EANJ_FACE_10): 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_10). 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.18683122

 

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.18676020
title: Scaling laws in empirical networks

description: Anonymous
DOI: 10.5281/zenodo.18676019
title: Scaling laws in empirical networks

description: Anonymous
DOI: 10.5281/zenodo.18683169
title: Adding Semantic Annotations into (Geospatial) RESTful Services

description: This dataset contains the 60 geospatial RESTful services used in the experiments reported in Saquicela, V., Vilches-Blázquez, L. M., & Corcho, O. (2012). Adding semantic annotations into (geospatial) RESTful services. International Journal on Semantic Web and Information Systems (IJSWIS), 8(2), 51–71. https://doi.org/10.4018/jswis.2012040103, where a semi‑automatic approach for syntactic and semantic annotation of RESTful services was evaluated. The services were randomly selected from ProgrammableWeb  and manually verified to expose geospatial information. This dataset supports reproducibility and further research on semantic enrichment of Web APIs in the geospatial domain.
DOI: 10.5281/zenodo.18683168
title: Adding Semantic Annotations into (Geospatial) RESTful Services

description: This dataset contains the 60 geospatial RESTful services used in the experiments reported in Saquicela, V., Vilches-Blázquez, L. M., & Corcho, O. (2012). Adding semantic annotations into (geospatial) RESTful services. International Journal on Semantic Web and Information Systems (IJSWIS), 8(2), 51–71. https://doi.org/10.4018/jswis.2012040103, where a semi‑automatic approach for syntactic and semantic annotation of RESTful services was evaluated. The services were randomly selected from ProgrammableWeb  and manually verified to expose geospatial information. This dataset supports reproducibility and further research on semantic enrichment of Web APIs in the geospatial domain.
DOI: 10.3886/e246024
title: Ibrahim Badamasi Babangida University {IBBU} 2026/27 Direct Entry Form/JUPEB Form Is Out Now Call (07073028206)

description: Ibrahim Badamasi Babangida University {IBBU} 2026/27 Direct Entry Form/JUPEB Form Is Out Now Call (07073028206), TO APPLY CALL THE OFFICE OF THE REGISTRAR (07073028206) FOR FURTHER INFORMATION ON HOW TO MAKE YOUR PROPER REGISTRATION BEFORE THE CLOSING DATE.
DOI: 10.6084/m9.figshare.31362703
title: <b>TP_LRM_NQP</b>

description: Using provincial-level panel data from 2010 to 2023, this study examines whether and how new quality productivity(NQP) affects labor misallocation.
DOI: 10.6084/m9.figshare.31362703.v1
title: <b>TP_LRM_NQP</b>

description: Using provincial-level panel data from 2010 to 2023, this study examines whether and how new quality productivity(NQP) affects labor misallocation.
DOI: 10.5281/zenodo.18616164
title: CCHMP Heat Wave Survey

description: This is an initial release of the metadata for the Climate Change and Human Mobility Project's Heat Wave Survey data. The datasets themselves will be released as soon as we have finished confirming that they do not contain personal information.

Funded by the Spanish Ministry of Science and Innovation and the European Union Next Generation/PRTR programme. MCIN/AEI/UE - CNS2022-135646
DOI: 10.5281/zenodo.18577933
title: 30ka CESM Data - PI CAM files
DOI: 10.5281/zenodo.18616163
title: CCHMP Heat Wave Survey

description: This is an initial release of the metadata for the Climate Change and Human Mobility Project's Heat Wave Survey data. The datasets themselves will be released as soon as we have finished confirming that they do not contain personal information.

Funded by the Spanish Ministry of Science and Innovation and the European Union Next Generation/PRTR programme. MCIN/AEI/UE - CNS2022-135646
DOI: 10.5281/zenodo.18577932
title: 30ka CESM Data - PI CAM files
DOI: 10.15468/dl.qe4tdk
title: Occurrence Download

description: A dataset containing 12727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus velutina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12727 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027579-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.