cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14976540
title: Acoustic Monitoring of a Thalassia testudinum seagrass meadow in a shallow sub-tropical lagoon

description: This dataset contains data from both active and passive acoustical methods for ecosystem monitoring in seagrass meadows. From a propagation perspective, gas bodies contained within the seagrass tissue as well as photosynthetic-driven bubble production result in attenuation, dispersion, and scattering of sound that produce increased transmission loss. For the passive approach, the detachment of gas bubbles from the plants is an important component of the ambient soundscape. Data was collected as part of a two-year continuous deployment of an acoustical measurement system operating in a moderately dense seagrassbed dominated by Thalassia testudinum (turtle grass) in Corpus Christi Bay, Texas. Data are explained in the metadata file. More information can be found in Ballard et al., (2024) Journal of the Acoustic Society of America and Capistrant-Fossa et al., (2025) Ocean-Land-Atmosphere Research.
DOI: 10.5281/zenodo.14976541
title: Acoustic Monitoring of a Thalassia testudinum seagrass meadow in a shallow sub-tropical lagoon

description: This dataset contains data from both active and passive acoustical methods for ecosystem monitoring in seagrass meadows. From a propagation perspective, gas bodies contained within the seagrass tissue as well as photosynthetic-driven bubble production result in attenuation, dispersion, and scattering of sound that produce increased transmission loss. For the passive approach, the detachment of gas bubbles from the plants is an important component of the ambient soundscape. Data was collected as part of a two-year continuous deployment of an acoustical measurement system operating in a moderately dense seagrassbed dominated by Thalassia testudinum (turtle grass) in Corpus Christi Bay, Texas. Data are explained in the metadata file. More information can be found in Ballard et al., (2024) Journal of the Acoustic Society of America and Capistrant-Fossa et al., (2024) Ocean-Land-Atmosphere Research.
DOI: 10.5281/zenodo.15304007
title: Acoustic Monitoring of a Thalassia testudinum seagrass meadow in a shallow sub-tropical lagoon

description: This dataset contains data from both active and passive acoustical methods for ecosystem monitoring in seagrass meadows. From a propagation perspective, gas bodies contained within the seagrass tissue as well as photosynthetic-driven bubble production result in attenuation, dispersion, and scattering of sound that produce increased transmission loss. For the passive approach, the detachment of gas bubbles from the plants is an important component of the ambient soundscape. Data was collected as part of a two-year continuous deployment of an acoustical measurement system operating in a moderately dense seagrassbed dominated by Thalassia testudinum (turtle grass) in Corpus Christi Bay, Texas. Data are explained in the metadata file. More information can be found in Ballard et al., (2024) Journal of the Acoustic Society of America and Capistrant-Fossa et al., (2025) Ocean-Land-Atmosphere Research.
DOI: 10.5281/zenodo.5899630
title: Dataset of 17K-Graffiti

description: Download the 17K-Graffiti dataset and its pre-trained weights for detecting Graffiti. The dataset provides larger graffiti instances containing a variety of graffiti types and annotated boundary boxes.

[NOTE] To access the dataset, which is only available for academic use, please send us your complete name, a brief description of your project, your advisor's name,  and an academic email with a link to your university page. 

For additional material regarding Code and data processing, please see the following GitHub repository at

https://github.com/visual-ds/17K-Graffiti

Please cite the published paper, if you find this dataset helpful on your research work:



@conference{visapp22,author={Bahram Lavi and Eric K. Tokuda and Felipe Moreno-Vera and Luis Gustavo Nonato and Claudio T. Silva and Jorge Poco},title={17K-Graffiti: Spatial and Crime Data Assessments in São Paulo City},booktitle={Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2022) - Volume 4: VISAPP},year={2022},pages={968-975},publisher={SciTePress},organization={INSTICC},doi={10.5220/0010883300003124},isbn={978-989-758-555-5},}
DOI: 10.5281/zenodo.5899631
title: Dataset of 17K-Graffiti

description: Download the 17K-Graffiti dataset and its pre-trained weights for detecting Graffiti. The dataset provides larger graffiti instances containing a variety of graffiti types and annotated boundary boxes.

[NOTE] To access the dataset, which is only available for academic use, please send us your complete name, a brief description of your project, your advisor's name,  and an academic email with a link to your university page. 

For additional material regarding Code and data processing, please see the following GitHub repository at

https://github.com/visual-ds/17K-Graffiti

Please cite the published paper, if you find this dataset helpful on your research work:



@conference{visapp22,author={Bahram Lavi and Eric K. Tokuda and Felipe Moreno-Vera and Luis Gustavo Nonato and Claudio T. Silva and Jorge Poco},title={17K-Graffiti: Spatial and Crime Data Assessments in São Paulo City},booktitle={Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2022) - Volume 4: VISAPP},year={2022},pages={968-975},publisher={SciTePress},organization={INSTICC},doi={10.5220/0010883300003124},isbn={978-989-758-555-5},}
DOI: 10.15468/dl.nyt5zd
title: Occurrence Download

description: A dataset containing 761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremochloa bimaculata Hack."
 ]
}

 The dataset includes 761 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005030-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-n8dh4
title: D56_SK

description: D56 smooth surface as part of the Surface Topography Challenge! 3 scans at different spots by Zygo NewView™ 7300 Optical interferometer at 10 Magnification. Camera Resolution as per software - 1.12um. Scan of 0.3 mm, 0.6mm, 1mm, 2mm, 3mm, and 5mm scan size at two spots using 2um stylus tip by Bruker Dektak XT. AFM Scan 0f 100nm, 250nm, 500nm, 1um,5um,10um,25um,50um using Tap150DLC tip by Bruker Dimension Icon AFM.
DOI: 10.15468/dl.ts6tgj
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudacris sierra (Jameson, Mackey & Richmond, 1966))"
 ]
}

 The dataset includes 192 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005031-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e195866v1
title: The Long-Run Effects of Taking Up Paid Leave on Women’s Careers: Evidence from a Regression Discontinuity Design and U.S. Tax Data

description: We use administrative tax data to analyze the cumulative, long-run effects of California’s 2004 Paid Family Leave Act (CPFL) on women’s employment, earnings, and childbearing. A regression-discontinuity design exploits the sharp increase in the weeks of paid leave available under the law. We find no evidence that CPFL increased employment, boosted earnings, or encouraged childbearing, suggesting that CPFL had little effect on the gender pay gap or child penalty. For first-time mothers, we find that CPFL reduced employment and earnings roughly a decade after they gave birth.
DOI: 10.3886/e195866v2
title: Data and Code for: The Long-Run Effects of Taking Up Paid Leave on Women’s Careers: Evidence from a Regression Discontinuity Design and U.S. Tax Data

description: We use administrative tax data to analyze the cumulative, long-run effects of California’s 2004 Paid Family Leave Act (CPFL) on women’s employment, earnings, and childbearing. A regression-discontinuity design exploits the sharp increase in the weeks of paid leave available under the law. We find no evidence that CPFL increased employment, boosted earnings, or encouraged childbearing, suggesting that CPFL had little effect on the gender pay gap or child penalty. For first-time mothers, we find that CPFL reduced employment and earnings roughly a decade after they gave birth.
DOI: 10.6084/m9.figshare.28891730
title: The Medan City Government Survey Sample Data 2023 of Medan Entrepreneurs

description: This table presents a sample of survey data from the Medan City administration for the year 2023. This table presents the total number of entrepreneurs registered with the local government in Medan City, categorised by the gender of the business owners.
DOI: 10.6084/m9.figshare.28891730.v1
title: The Medan City Government Survey Sample Data 2023 of Medan Entrepreneurs

description: This table presents a sample of survey data from the Medan City administration for the year 2023. This table presents the total number of entrepreneurs registered with the local government in Medan City, categorised by the gender of the business owners.
DOI: 10.15468/dl.pt7npr
title: Occurrence Download

description: A dataset containing 30298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eragrostis pilosa (L.) P.Beauv."
 ]
}

 The dataset includes 30298 records from 885 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005029-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt36re
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ambystoma macrodactylum columbianum Ferguson, 1961)"
 ]
}

 The dataset includes 267 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005033-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rajbke
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Reptiles de la Ecoreserva Isla IV (Bolívar, Cantagallo) - Proyecto FIBRAS"
 ]
}

 The dataset's 14 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005024-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp2frh
title: Occurrence Download

description: A dataset containing 7520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea alata L."
 ]
}

 The dataset includes 7520 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005035-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/js9-bsg-re4
title: Cerithium atratum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gc-l82-l44
title: Amphissa versicolor Dall, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tq1-f67-j6h
title: Staphylaea staphylaea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kap-zzd-7m6
title: Siphonalia spadicea (Reeve, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmd-ral-yqn
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yak-mt0-s2b
title: Patella aspera Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47d-ey3-a7x
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wb-z12-xqg
title: Pachychilus I. Lea & H. C. Lea, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5rt-p5g-1q0
title: Ranularia sarcostoma (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gd9-7sg-flv
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zxl-2ap-5v5
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n8d-50d-7pv
title: Cerithiidae J. Fleming, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2s3-ckg-8ce
title: Turritellidae Lovén, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2x-ylz-c5b
title: Tutufa bubo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aza-leb-fk1
title: Lyncina lynx (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dl7-df7-7nh
title: Murex tribulus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ypc-5ja-c4n
title: Trochita Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6eq-370-rah
title: Cymatium Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezv-3lb-zdn
title: Mauritia arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11f-a4y-kn0
title: Vanikoro Quoy & Gaimard, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09y-j7p-edy
title: Talparia talpa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2c6-lfz-n4n
title: Desmaulus extinctorium (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mhd-ryq-f5b
title: Cerithiopsis tubercularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yg-bpb-qv6
title: Cerithium scabridum R. A. Philippi, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sq7-mml-kd7
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rln-9dr-1qz
title: Thaisella coronata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91z-3ej-x5l
title: Opalia crenata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jgm-l3r-n6v
title: Cycloscala echinaticosta (A. d'Orbigny, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/93y-n1e-v78
title: Drupella rugosa (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvb-krg-ryk
title: Cerithium atromarginatum Dautzenberg & Bouge, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l9w-cqg-5n8
title: Ranularia gutturnia (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rm6-f4y-snw
title: Chelycypraea testudinaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1g0-cmr-rzm
title: Kelletia kelletii (Forbes, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2c-vrb-ys2
title: Cypraea tigris Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4yq-11w-awm
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/90f-2ez-7ct
title: Columbellidae Swainson, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8s-xwx-gwg
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hjn-2we-92h
title: Erronea adusta (Lamarck, 1810)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gw6-n6b-qhs
title: Niveria nix (Schilder, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ytw-tjq-m0e
title: Pterochelus acanthopterus (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16753458
title: The impact of physical activities on English Language learning

description: Second language acquisition in preschool children poses significant educational challenges, as traditional teaching methods are often ineffective and reduce learners’ motivation. This study aimed to investigate and design play-based and movement-integrated activities for teaching English to children aged 3 to 6 years. Grounded in theories of active and multisensory learning, activities incorporating movement games, music, rhythm, and group interaction were developed. Data were collected through oral assessments, behavioral observations, and feedback from teachers and caregivers. The results demonstrated that integrating language instruction with physical activity significantly enhances motivation, vocabulary acquisition, pronunciation, and motor skills development. This study provides effective evidence-based practical strategies for incorporating movement-based games into second language education.
DOI: 10.3535/8b3-e1t-x0f
title: Coralliophila H. Adams & A. Adams, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hj9-brc-rk1
title: Luria lurida pulchroides (Alvarado & J. Álvarez, 1964)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16753457
title: The impact of physical activities on English Language learning

description: Second language acquisition in preschool children poses significant educational challenges, as traditional teaching methods are often ineffective and reduce learners’ motivation. This study aimed to investigate and design play-based and movement-integrated activities for teaching English to children aged 3 to 6 years. Grounded in theories of active and multisensory learning, activities incorporating movement games, music, rhythm, and group interaction were developed. Data were collected through oral assessments, behavioral observations, and feedback from teachers and caregivers. The results demonstrated that integrating language instruction with physical activity significantly enhances motivation, vocabulary acquisition, pronunciation, and motor skills development. This study provides effective evidence-based practical strategies for incorporating movement-based games into second language education.
DOI: 10.3535/4y0-9yq-rq1
title: Pirenella alata (R. A. Philippi, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdx-r5g-lpa
title: Vexilla vexillum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ggb-9aw-fw2
title: Monoplex nicobaricus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7aq-dhv-h33
title: Ocinebrina aciculata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syy-nnt-qad
title: Trichotropis cancellata Hinds, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yz2-2k5-mhq
title: Ergaea walshi (Reeve, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nya-x59-f8c
title: Phos senticosus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/70d-76l-j6n
title: Caecum glabrum (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zah-3lv-ldb
title: Monetaria moneta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfn-7ca-xkx
title: Caecum wayae Pizzini & Nofroni, 2001

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkp-s2a-gjt
title: Costoanachis semiplicata (Stearns, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q02-52w-7fb
title: Epitonium clathrus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6sp-s2n-gnb
title: Microcolpia daudebartii (Prevost, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ykh-qty-phn
title: Mesalia mesal (Deshayes, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sf3-z6z-n19
title: Lotoria lotoria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7gd-yph-7p5
title: Gyroscala commutata (Monterosato, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s61-kad-1y0
title: Hexaplex trunculus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.eeyd6r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pituna brevirostrata)",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006824-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2f4-rjg-vwp
title: Eatonina martae Rolán & Templado, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9t3-49j-6wy
title: Cacozeliana icarus (Bayle, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.