cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hwc4nn
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crustodontia chrysocreas (Berk. & M.A.Curtis) Hjortstam & Ryvarden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 139 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v37sp4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.2766299000000032 41.6649425000000022, -86.2766299000000032 41.6662900800000031, -86.2766299000000032 41.6679745599999976, -86.2766299000000032 41.6691199999999995, -86.2766299000000032 41.6702654400000014, -86.2766299000000032 41.6716803999999996, -86.2752808299999998 41.6716803999999996, -86.2744713499999989 41.6716803999999996, -86.2729872900000032 41.6716803999999996, -86.2717730600000010 41.6716803999999996, -86.2704913700000020 41.6716803999999996, -86.2695469699999933 41.6716803999999996, -86.2681978199999975 41.6716803999999996, -86.2672534999999954 41.6716803999999996, -86.2672534999999954 41.6702654400000014, -86.2672534999999954 41.6692547600000012, -86.2672534999999954 41.6675702799999996, -86.2672534999999954 41.6664248399999977, -86.2672534999999954 41.6649425000000022, -86.2689398499999953 41.6649425000000022, -86.2701540799999975 41.6649425000000022, -86.2718405100000041 41.6649425000000022, -86.2735943999999932 41.6649425000000022, -86.2747411800000066 41.6649425000000022, -86.2766299000000032 41.6649425000000022))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090239-220831081235567/datasets/export for details.
DOI: 10.15468/dl.6u9re4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eremias suphani Basoglu & Hellmich, 1968)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043186-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgz3wr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-88.9072601000000020 39.8489797000000010, -88.9072601000000020 39.8499146899999985, -88.9072601000000020 39.8505651199999988, -88.9072601000000020 39.8512968499999971, -88.9072601000000020 39.8523131399999997, -88.9072601000000020 39.8529229199999975, -88.9072601000000020 39.8534920399999990, -88.9072601000000020 39.8541018199999968, -88.9072601000000020 39.8547522499999971, -88.9072601000000020 39.8555246299999979, -88.9072601000000020 39.8559717999999990, -88.9063242099999940 39.8559717999999990, -88.9051034799999940 39.8559717999999990, -88.9042896600000034 39.8559717999999990, -88.9031910000000067 39.8559717999999990, -88.9031910000000067 39.8553620200000012, -88.9031910000000067 39.8543457299999986, -88.9031910000000067 39.8535733499999978, -88.9031910000000067 39.8531668299999993, -88.9031910000000067 39.8523537900000022, -88.9031910000000067 39.8518253200000032, -88.9031910000000067 39.8509716399999974, -88.9031910000000067 39.8498740400000031, -88.9031910000000067 39.8489797000000010, -88.9044117300000067 39.8489797000000010, -88.9052662400000031 39.8489797000000010, -88.9059172999999987 39.8489797000000010, -88.9066090400000064 39.8489797000000010, -88.9072601000000020 39.8489797000000010))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087721-220831081235567/datasets/export for details.
DOI: 10.15468/dl.rr4b67
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sceloporus stejnegeri Smith, 1942)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043197-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sr43jj
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edmundoi Sacco",
 "HasCoordinate is true"
 ]
}

 The dataset includes 370 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076511-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwt9e7
title: Occurrence Download

description: A dataset containing 9769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria pensylvanica (L.) M.Gómez"
 ]
}

 The dataset includes 9769 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043213-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ka4kgn
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimusculus mammillaris (Linnaeus, 1758)"
 ]
}

 The dataset includes 240 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100308-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbbqpk
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Typhlops lumbricalis (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 270 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043206-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbfycy
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegires albus Thiele, 1912"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076513-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w9ffq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Strophurus mcmillani (Storr, 1978))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043231-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8270742
title: EMAHA-DB7
DOI: 10.5281/zenodo.11071276
title: Framatome_ANP-5_KJc_05_M.3BG

description: Fractesus project. Fracture test mini-CT. Raw data ANP-5. Framatome.
DOI: 10.5281/zenodo.11071277
title: Framatome_ANP-5_KJc_05_M.3BG

description: Fractesus project. Fracture test mini-CT. Raw data ANP-5. Framatome.
DOI: 10.15468/dl.wmvkyh
title: Occurrence Download

description: A dataset containing 920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-82.5175708000000014 38.3749965000000017, -82.5175708000000014 38.3767400699999968, -82.5175708000000014 38.3784836299999981, -82.5175708000000014 38.3795629899999966, -82.5175708000000014 38.3809744400000028, -82.5175708000000014 38.3819707700000023, -82.5175708000000014 38.3832992000000033, -82.5159921000000054 38.3832992000000033, -82.5134993199999940 38.3832992000000033, -82.5115050999999937 38.3832992000000033, -82.5105079899999936 38.3832992000000033, -82.5089292300000068 38.3832992000000033, -82.5075166499999995 38.3832992000000033, -82.5056055200000031 38.3832992000000033, -82.5042760999999985 38.3832992000000033, -82.5042760999999985 38.3813895799999969, -82.5042760999999985 38.3793969299999986, -82.5042760999999985 38.3779024399999997, -82.5042760999999985 38.3767400699999968, -82.5042760999999985 38.3749965000000017, -82.5058547999999945 38.3749965000000017, -82.5076828299999931 38.3749965000000017, -82.5097601500000053 38.3749965000000017, -82.5109234500000071 38.3749965000000017, -82.5123360300000002 38.3749965000000017, -82.5137485999999996 38.3749965000000017, -82.5158259199999975 38.3749965000000017, -82.5175708000000014 38.3749965000000017))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 920 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089899-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhexta
title: Occurrence Download

description: A dataset containing 2481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium leptophyllum (Moq.) Nutt. ex S.Watson"
 ]
}

 The dataset includes 2481 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030054-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzpxty
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeolidiella sanguinea (Norman, 1877)"
 ]
}

 The dataset includes 33 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076566-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5te4v6
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Strophurus wilsoni (Storr, 1983))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043321-230224095556074/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.25721874
title: AmazonReview

description: <pre>This folder contains the 400-features for Amazon Review dataset.<br><br>There are 4 domains: Books, DVDs, Electronics, and Kitchen appliances.<br><br>Each domain has around 2000 samples belongs to 2 classes: positive or negative.<br><br>Each .mat file contains a 'fts' and a 'labels' fields for features and labels, respectively.<br><br>For reference, please refer to: Chen M, Xu Z, Weinberger K, et al. Marginalized denoising autoencoders for domain adaptation. ICML 2012.</pre>
DOI: 10.6084/m9.figshare.25721874.v1
title: AmazonReview

description: <pre>This folder contains the 400-features for Amazon Review dataset.<br><br>There are 4 domains: Books, DVDs, Electronics, and Kitchen appliances.<br><br>Each domain has around 2000 samples belongs to 2 classes: positive or negative.<br><br>Each .mat file contains a 'fts' and a 'labels' fields for features and labels, respectively.<br><br>For reference, please refer to: Chen M, Xu Z, Weinberger K, et al. Marginalized denoising autoencoders for domain adaptation. ICML 2012.</pre>
DOI: 10.15468/dl.s3495m
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aforia goniodes (R.B.Watson, 1881)"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076598-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jznefg
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Liopholis margaretae (Storr, 1968))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 338 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043200-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaackn
title: Occurrence Download

description: A dataset containing 501075 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Kazakhstan"
 ]
}

 The dataset includes 501075 records from 837 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008675-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gdz4d
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Doliocarpus major J.F.Gmel.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 590 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100316-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsprtm
title: Occurrence Download

description: A dataset containing 306246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Libellula quadrimaculata Linnaeus, 1758"
 ]
}

 The dataset includes 306246 records from 1016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076580-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jt7x9
title: Occurrence Download

description: A dataset containing 110377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Dicaeum concolor Jerdon, 1840, Amandava formosa (Latham, 1790), Ducula nicobarica (Pelzeln, 1865), Dryocopus hodgei (Blyth, 1860), Dicrurus andamanensis Beavan, 1867, Dicaeum virescens Hume, 1873, Dendrocitta leucogastra Gould, 1833, Dendrocitta bayleii Tytler, 1863, Rhinoptilus bitorquatus (Blyth, 1848), Coracina dobsoni (Ball, 1872), Copsychus albiventris (Blyth, 1858))",
 "Year 2000-2025"
 ]
}

 The dataset includes 110377 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002709-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13587784
title: codes and processed datasets
DOI: 10.5281/zenodo.13587785
title: test
DOI: 10.5281/zenodo.13588046
title: codes and processed datasets
DOI: 10.5281/zenodo.14898229
title: ndonesian Wayang Type

description: Description:







Indonesia’s Wayang Type tradition is a testament to its deep cultural history. However, with modern influences and a fading connection to traditional art forms, wayang puppetry risks being forgotten. The “Dalang” project seeks to bridge the gap between tradition and technology, making it easier to classify and understand the various types of wayang through machine learning.

The Importance of Wayang

Wayang is more than just puppetry; it’s a representation of Indonesian folklore, philosophy, and societal values. Each type of wayang tells a different story and has distinct characteristics, making its preservation essential for future generations. Wayang performances are intricate, often combining shadow play, narration, and music to depict age-old legends.

 







Download Dataset

 









Dataset Goals

This dataset is specifically designed to aid in the classification and recognition of six prominent types of wayang. The project aims to collect diverse and high-quality images for each class, providing a comprehensive resource for machine learning applications and cultural studies.

Dataset Collection Process

The dataset was carefully curated from public sources such as Google Images and Bing Images. Our objective was to gather high-resolution, diverse images to ensure accurate classification across different wayang types. All images are strictly for educational purposes, acknowledging the ownership of their respective sources.

Usage and Application

This dataset can be utilized to train AI models that help automate the recognition and classification of Indonesian wayang puppets. In addition to its cultural preservation mission, the dataset has broader applications in educational tools, virtual museums, and academic research into Southeast Asian culture.

Technological Approach

Using the “Dalang” system, machine learning models analyze wayang images to classify them based on type, origin, and other metadata. The system uses deep learning to recognize distinct patterns in the puppets, such as shape, design, and features, contributing to a comprehensive cultural database.

 Conclusion

The Indonesian wayang dataset is not just a collection of images; it represents a critical step in preserving and reviving a fading tradition. By leveraging modern technology, we aim to keep wayang puppetry relevant and accessible for generations to come, fostering global recognition and appreciation.

This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.14898230
title: ndonesian Wayang Type

description: Description:







Indonesia’s Wayang Type tradition is a testament to its deep cultural history. However, with modern influences and a fading connection to traditional art forms, wayang puppetry risks being forgotten. The “Dalang” project seeks to bridge the gap between tradition and technology, making it easier to classify and understand the various types of wayang through machine learning.

The Importance of Wayang

Wayang is more than just puppetry; it’s a representation of Indonesian folklore, philosophy, and societal values. Each type of wayang tells a different story and has distinct characteristics, making its preservation essential for future generations. Wayang performances are intricate, often combining shadow play, narration, and music to depict age-old legends.

 







Download Dataset

 









Dataset Goals

This dataset is specifically designed to aid in the classification and recognition of six prominent types of wayang. The project aims to collect diverse and high-quality images for each class, providing a comprehensive resource for machine learning applications and cultural studies.

Dataset Collection Process

The dataset was carefully curated from public sources such as Google Images and Bing Images. Our objective was to gather high-resolution, diverse images to ensure accurate classification across different wayang types. All images are strictly for educational purposes, acknowledging the ownership of their respective sources.

Usage and Application

This dataset can be utilized to train AI models that help automate the recognition and classification of Indonesian wayang puppets. In addition to its cultural preservation mission, the dataset has broader applications in educational tools, virtual museums, and academic research into Southeast Asian culture.

Technological Approach

Using the “Dalang” system, machine learning models analyze wayang images to classify them based on type, origin, and other metadata. The system uses deep learning to recognize distinct patterns in the puppets, such as shape, design, and features, contributing to a comprehensive cultural database.

 Conclusion

The Indonesian wayang dataset is not just a collection of images; it represents a critical step in preserving and reviving a fading tradition. By leveraging modern technology, we aim to keep wayang puppetry relevant and accessible for generations to come, fostering global recognition and appreciation.

This dataset is sourced from Kaggle.
DOI: 10.15468/dl.wjc3pc
title: Occurrence Download

description: A dataset containing 1093 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2963569"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1093 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002710-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv8eb5
title: Occurrence Download

description: A dataset containing 3140 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5339879"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 3140 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002711-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh24jp
title: Occurrence Download

description: A dataset containing 1127 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["7262663"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1127 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002712-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.