cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gwt4f5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metadena opakapaka (Yamaguti, 1970) Miller & Cribb, 2008"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054616-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8aeir7
title: Occurrence Download

description: A dataset containing 8230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aromobatidae"
 ]
}

 The dataset includes 8230 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003035-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eucrtt
title: Occurrence Download

description: A dataset listing the 9 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus carolinensis Gmelin, 1788"
 ]
}

 The dataset's 9 records were derived from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050552-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pf3pg
title: Occurrence Download

description: A dataset containing 2479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zamia acuminata Oerst. ex Dyer, Zamia skinneri Warsz. ex A.Dietr., Zamia neurophyllidia D.W.Stev., Zamia lindenii Regel ex André, Zamia pumila L., Zamia pseudoparasitica J.Yates, Zamia fairchildiana L.D.Gómez, Dioon mejiae Standl. & L.O.Williams, Dioon purpusii Rose, Encephalartos hildebrandtii A.Braun & C.D.Bouché, Encephalartos ferox G.Bertol, Ceratozamia zaragozae Medellín, Cycas taiwaniana Carruth., Cycas circinalis L., Cycas couttsiana K.D.Hill, Cycas revoluta Thunb., Zamia obliqua A.Braun)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2479 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019907-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uxgkg
title: Occurrence Download

description: A dataset containing 45294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 45294 records from 465 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019912-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp6sjq
title: Occurrence Download

description: A dataset containing 11746950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "DatasetKey is Artportalen",
 "TaxonKey is Aves",
 "Year 2018-2020"
 ]
}

 The dataset includes 11746950 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001726-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e219661
title: KNOWLEDGE, PERCEPTIONS AND ACCEPTANCE OF CAESAREAN SECTION AMONG MEN: A COMMUNITY-BASED CROSS-SECTIONAL STUDY IN NORTHERN NIGERIA

description: This is SPSS data for the study on male perception of CS. The data was gathered with paper-based questionnaires in a community study among men
description: Response Rates: 100%
description: Random selection
description: on-site questionnaire;
DOI: 10.3886/e219661v1
title: KNOWLEDGE, PERCEPTIONS AND ACCEPTANCE OF CAESAREAN SECTION AMONG MEN: A COMMUNITY-BASED CROSS-SECTIONAL STUDY IN NORTHERN NIGERIA

description: This is SPSS data for the study on male perception of CS. The data was gathered with paper-based questionnaires in a community study among men
description: Response Rates: 100%
description: Random selection
description: on-site questionnaire;
DOI: 10.5281/zenodo.14877593
title: DLD - Rent Contracts - 2025-02-16

description: Acquired from Dubai Land Department Website
DOI: 10.5281/zenodo.14877594
title: DLD - Rent Contracts - 2025-02-16

description: Acquired from Dubai Land Department Website
DOI: 10.57967/hf/4511
title: tab
DOI: 10.15468/dl.49n9mr
title: Occurrence Download

description: A dataset containing 9378994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "DatasetKey is Artportalen",
 "TaxonKey is Aves",
 "Year 2015-2017"
 ]
}

 The dataset includes 9378994 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001727-250214102907787/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.28376156
title: Bangla silent speech dataset.zip

description: Collected dataset of 6,000 videos from ten subjects uttering ten common Bengali words.FundingMuhammad E. H. Chowdhury, Ph.D. (UK), SMIEEE<br><br>If you find this work or code helpful in your research, please cite:**BibTeX Format**<br>@article{sumon2024deep, title={Deep Learning for Bangla Silent Speech Recognition: A Neck-Mounted Device Approach}, author={Md. Shaheenur Islam Sumon and Muttakee Bin Ali and Syed Mahfuzur Rahman and M. Murugappan and Muhammad E. H. Chowdhury}, year={2025}, note={Under review} }}<br><br>
DOI: 10.15151/esrf-es-2025396963
title: 3D grain mapping of snow under temperature gradient

description: Feasibility study of X-ray diffraction contrast tomography of fresh snow under temperature gradient; comparison between polychromatic and monochromatic acquisition
DOI: 10.15468/dl.rqqf8u
title: Occurrence Download

description: A dataset containing 14445295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "DatasetKey is Artportalen",
 "TaxonKey is Aves",
 "Year 2022-2024"
 ]
}

 The dataset includes 14445295 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001728-250214102907787/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.24803469
title: Urban–rural diversification in response to chronic nighttime dim light stress in <i>Drosophila suzukii</i>

description: Human disturbance in cities leads to multiple environmental changes, such as habitat fragmentation, raised ambient temperature, night lighting, and high noise levels. However, the genetic and nongenetic impacts of these environmental changes on the reproductive performance of animals are not well elucidated. Here, we examined the plastic response of artificial light at night (ALAN) on reproductive traits in rural and urban populations of a fruit pest (<i>Drosophila suzukii</i>). The fly strains derived from urban and rural populations were reared under 12-h daylight (2500 Lx), followed by either 12-h darkness (0 Lx, control) or dim light (10 Lx, ALAN treatment), from an egg to an adult stage. Then, body sizes, male mating activity, and female fecundity were examined. Although body sizes decreased and wing-to-thorax ratios increased upon ALAN exposure irrespective of the origin of flies (urban/rural), the impact of ALAN stress on the morphological traits was more pronounced in rural populations than in urban populations. Male courtship activities during daytime were higher in urban populations than in rural populations and were enhanced by ALAN exposure in both populations. Meanwhile, the behavioral response against ALAN differed between the rural and urban populations. The eggs of individuals originating from urban populations were more elongated than those of individuals originating from rural populations. Both egg size and shape were slightly affected by ALAN, and the number of eggs laid was remarkably increased by ALAN stress. Our results suggested that 1) several ecologically and reproductively essential traits have evolved in urban populations, 2) chronic exposure to ALAN induces a plastic response in these traits, and 3) individuals in urban populations have evolved to mitigate the impacts of ALAN stress.
DOI: 10.6084/m9.figshare.24803469.v1
title: Urban–rural diversification in response to chronic nighttime dim light stress in <i>Drosophila suzukii</i>

description: Human disturbance in cities leads to multiple environmental changes, such as habitat fragmentation, raised ambient temperature, night lighting, and high noise levels. However, the genetic and nongenetic impacts of these environmental changes on the reproductive performance of animals are not well elucidated. Here, we examined the plastic response of artificial light at night (ALAN) on reproductive traits in rural and urban populations of a fruit pest (<i>Drosophila suzukii</i>). The fly strains derived from urban and rural populations were reared under 12-h daylight (2500 Lx), followed by either 12-h darkness (0 Lx, control) or dim light (10 Lx, ALAN treatment), from an egg to an adult stage. Then, body sizes, male mating activity, and female fecundity were examined. Although body sizes decreased and wing-to-thorax ratios increased upon ALAN exposure irrespective of the origin of flies (urban/rural), the impact of ALAN stress on the morphological traits was more pronounced in rural populations than in urban populations. Male courtship activities during daytime were higher in urban populations than in rural populations and were enhanced by ALAN exposure in both populations. Meanwhile, the behavioral response against ALAN differed between the rural and urban populations. The eggs of individuals originating from urban populations were more elongated than those of individuals originating from rural populations. Both egg size and shape were slightly affected by ALAN, and the number of eggs laid was remarkably increased by ALAN stress. Our results suggested that 1) several ecologically and reproductively essential traits have evolved in urban populations, 2) chronic exposure to ALAN induces a plastic response in these traits, and 3) individuals in urban populations have evolved to mitigate the impacts of ALAN stress.
DOI: 10.6084/m9.figshare.23747442
title: Genetic variations in foraging habits and their developmental noise in <em>Drosophila</em>

description: Food preference and foraging behavior in <em>Drosophila lutescens</em>
DOI: 10.6084/m9.figshare.23747442.v1
title: Genetic variations in foraging habits and their developmental noise in <em>Drosophila</em>

description: Food preference and foraging behavior in <em>Drosophila lutescens</em>
DOI: 10.21227/0pap-1m14
title: DLSF

description: DLSF is the first dedicated dataset for Text-Image Synchronization Forgery (TISF) in multimodal media. The source data for this dataset is scraped from the Chinese news aggregation platform, Toutiao. This dataset includes extensive text, image, and audio-video data from news articles involving politicians and celebrities, featuring samples of both entity-level and attribute-level TISF. It provides comprehensive annotations, including labels for text-image authenticity, types of TISF, image forgery regions, and text forgery tokens. The current DLSF dataset consists of 2,200 image-text-audio-video sample pairs, including 179 pairs of attribute-level TISF samples (FA+TA) and 279 pairs of entity-level TISF samples (FS+TS). It is designed to evaluate model performance in detecting and localizing TISF effectively.
DOI: 10.15468/dl.sdtcr9
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chaceon erytheiae (Macpherson, 1984)"
 ]
}

 The dataset includes 67 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001730-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gntc9
title: Occurrence Download

description: A dataset listing the 4026546 species recorded in GBIF matching the query:
{ }

 The dataset's 4026546 records were derived from 71114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001729-250214102907787/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.28424780.v3
title: MajorTypeRegion

description: allc files
DOI: 10.5281/zenodo.13846851
title: Demographic Topics and Employment Relationships

description: This dataset examines the interaction between demographic factors and types of employment relationships (i.e., underinvestment, quasi-spot contract, overinvestment, and mutual investment) at the municipal level, focusing on 5,505 Spanish municipalities. It includes key demographic variables such as urbanization (rural vs. urban) and population aging. These societal factors, along with employment relationships, contribute to the configuration of local human resource ecosystems, highlighting the connections between demographic characteristics and labor dynamics in local communities. This repository contains supplemental data of the manuscript: Roca-Puig, V. (2025). "The map of employment relationships in Spain", UCJC Business & Society Review.
DOI: 10.5281/zenodo.13846852
title: Demographic Topics and Employment Relationships

description: This dataset examines the interaction between demographic factors and types of employment relationships (i.e., underinvestment, quasi-spot contract, overinvestment, and mutual investment) at the municipal level, focusing on 5,505 Spanish municipalities. It includes key demographic variables such as urbanization (rural vs. urban) and population aging. These societal factors, along with employment relationships, contribute to the configuration of local human resource ecosystems, highlighting the connections between demographic characteristics and labor dynamics in local communities. This repository contains supplemental data of the manuscript: Roca-Puig, V. (2025). "The map of employment relationships in Spain", UCJC Business & Society Review.
DOI: 10.5281/zenodo.14874105
title: Trained Random Forests Machine Learning Models for Longitudinal Seismic Response Prediction of Highway Bridges

description: This page serves as accessible data materials for a Technical Paper submitted to Structural Safety.

Wang, X., Yang, D., Ye, A. (202X) "Machine learning-aided deterministic, partially probabilistic, and fully probabilistic seismic resilience assessment methods for highway bridges." (Submitted)

Scope Description:

It contains a dataset for training machine learning models for longitudinal seismic response predictions of highway bridge portfolios in China, together with the trained random forests-based machine learning models applied to predict the responses based on a user-input new dataset. 

The scope of highway bridges focuses on seismically designed multi-span continuous RC highway bridges, acting as the most widespread type of bridge in the transportation network in China. Columns are designed as flexure-failure dominated. This excludes bridges prone to shear or flexural-shear failures, ensuring the study remains aligned with modern seismic design principles. Also, soft soil sites are excluded to focus on relatively firm ground. 

Input Variables [Name, Notation (Unit)]: 



Column diameter, D (m)

Axial load ratio, Ra

Column height, H (m)

Rebar reinforcement ratio, ρl 

Number of spans, N

Peak ground acceleration, PGA (g)

Peak ground velocity, PGV (cm/s)

Peak ground displacement, PGD (cm)

Spectral acceleration at 1.0s, Sa,1.0 (g)

Spectral velocity at 1.0s, Sv,1.0 (cm/s)

Housner intensity,  HI (cm)

Average spectral acceleration, AvgSa (g)


Output Variables [Name, Notation (Unit)]: 



Peak column drift ratio, γp

Residual column drift ratio, γr

Peak bearing displacement, δp (m)

Residual bearing displacement, δr (m)

Peak expansion joint displacement, Δp (m)


Suggested Platform Versions:



Python version: 3.8

H2O version: h2o-3.46.0.6
DOI: 10.5281/zenodo.14874106
title: Trained Random Forests Machine Learning Models for Longitudinal Seismic Response Prediction of Highway Bridges

description: This page serves as accessible data materials for a Technical Paper submitted to Structural Safety.

Wang, X., Yang, D., Ye, A. (202X) "Machine learning-aided deterministic, partially probabilistic, and fully probabilistic seismic resilience assessment methods for highway bridges." (Submitted)

Scope Description:

It contains a dataset for training machine learning models for longitudinal seismic response predictions of highway bridge portfolios in China, together with the trained random forests-based machine learning models applied to predict the responses based on a user-input new dataset. 

The scope of highway bridges focuses on seismically designed multi-span continuous RC highway bridges, acting as the most widespread type of bridge in the transportation network in China. Columns are designed as flexure-failure dominated. This excludes bridges prone to shear or flexural-shear failures, ensuring the study remains aligned with modern seismic design principles. Also, soft soil sites are excluded to focus on relatively firm ground. 

Input Variables [Name, Notation (Unit)]: 



Column diameter, D (m)

Axial load ratio, Ra

Column height, H (m)

Rebar reinforcement ratio, ρl 

Number of spans, N

Peak ground acceleration, PGA (g)

Peak ground velocity, PGV (cm/s)

Peak ground displacement, PGD (cm)

Spectral acceleration at 1.0s, Sa,1.0 (g)

Spectral velocity at 1.0s, Sv,1.0 (cm/s)

Housner intensity,  HI (cm)

Average spectral acceleration, AvgSa (g)


Output Variables [Name, Notation (Unit)]: 



Peak column drift ratio, γp

Residual column drift ratio, γr

Peak bearing displacement, δp (m)

Residual bearing displacement, δr (m)

Peak expansion joint displacement, Δp (m)


Suggested Platform Versions:



Python version: 3.8

H2O version: h2o-3.46.0.6
DOI: 10.5281/zenodo.14875524
title: Local slab penetration into lower mantle controls deep-focus seismicity and Changbaishan volcanism in northeast China

description: The dataset for the manuscript consists of five data files: (1) the P-wave velocity model (Vp.xyz), (2) relocated earthquake locations (event_reloc.dat), (3) selected earthquake focal mechanisms from the global CMT catalog (focal_gcmt.dat), (4) P-wave arrival times (absolute.dat), and (5) station information (station.txt).

(1)   The P-wave velocity model file (Vp.xyz) includes five columns: longitude, latitude, depth (km), velocity values (km/s), and velocity perturbations relative to the initial model.

(2)   The relocated earthquake locations file (event_reloc.dat) contains ten columns: event ID, longitude, latitude, depth (km), year, month, day, hour, minute, and second.

(3)   The selected earthquake focal mechanisms file (focal_gcmt.dat) comprises thirteen columns: longitude, latitude, depth (km), strike1, dip1, rake1, strike2, dip2, rake2, the exponent part of the scalar moment, newX, newY, and title. For more details, please refer to the Global CMT website (https://www.globalcmt.org).

(4)   The P-wave arrival times file (absolute.dat) provides absolute arrival times utilized in the inversion. Each line starting with " # " indicates an event information line, where the number following " # " represents the event ID. Other lines contain observations related to the event, each comprising four columns: station, picked travel time, pick quality, and phase.

(5)   The station information file (station.txt) lists four columns: station name, latitude, longitude, and elevation (m).
DOI: 10.5281/zenodo.14875525
title: Local slab penetration into lower mantle controls deep-focus seismicity and Changbaishan volcanism in northeast China

description: The file contains the P-wave velocity model for the manuscript entitled " Local slab penetration into lower mantle controls deep-focus seismicity and Changbaishan volcanism in northeast China". 

The P wave velocity model is stored in Vp.xyz, it contains five columns, which are longitude, latitude, depth (unit: km), velocity values (unit: km/s) and velocity perturbations relative to the initial model, respectively.
DOI: 10.5281/zenodo.14876372
title: Local slab penetration into lower mantle controls deep-focus seismicity and Changbaishan volcanism in northeast China

description: The files contain the P-wave velocity model, relocated earthquakes, the selected earthquake focal mechanisms from global CMT catalog, the P-wave arrival times and the stations for the manuscript entitled " Local slab penetration into lower mantle controls deep-focus seismicity and Changbaishan volcanism in northeast China".

The P wave velocity model is stored in Vp.xyz, it contains five columns, which are longitude, latitude, depth (unit: km), velocity values (unit: km/s) and velocity perturbations relative to the initial model, respectively.

The relocated earthquakes are stored in event_reloc.dat, it contains ten columns, which are event ID, longitude, latitude, depth (unit: km), year, month, day, hour, minute and second, respectively.

The selected earthquake focal mechanisms are stored in focal_gcmt.dat, it contains thirteen columns, which are longitude, latitude, depth (unit: km), strike1, dip1, rake1, strike2, dip2, rake2, exponent part of the scalar moment, newX, newY, title, respectively. For the details, please see Global CMT website.

For P-wave arrival times, it stores in absolute.dat, which is related to the information of absolute arrival times we used in the inversion, the line starts with " # " is related to the event information, the number after " # " is the event ID, the followed lines are stations which received this event, the four columns are stations' name, the picked travel times, the quality of the pick and the phase, respectively.

The stations are stored in station.dat, which is related to the information of stations we used in the inversion, it contains four columns, they are stations' name, latitude, longitude and elevation (unit: m), respectively.