cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17611/dp/19758918
title: Moment Tensor for September 09, 2021 MW 5.4 (GCMT) SOUTH OF FIJI ISLANDS
DOI: 10.17611/dp/19758924
title: Moment Tensor for September 12, 2021 MW 5.4 (GCMT) NORTHWEST OF KURIL ISLANDS
DOI: 10.17611/dp/19758930
title: Moment Tensor for September 16, 2021 MW 5.4 (GCMT) SOUTH OF FIJI ISLANDS
DOI: 10.17611/dp/19758936
title: Moment Tensor for September 20, 2021 MW 5.3 (GCMT) KERMADEC ISLANDS REGION
DOI: 10.17611/dp/19758942
title: Moment Tensor for September 22, 2021 MW 5.4 (GCMT) KERMADEC ISLANDS REGION
DOI: 10.17611/dp/19758948
title: Moment Tensor for September 06, 2021 MW 4.9 (GCMT) JALISCO, MEXICO
DOI: 10.17611/dp/19758954
title: Moment Tensor for September 06, 2021 MW 5.1 (GCMT) SOUTHERN MID-ATLANTIC RIDGE
DOI: 10.17611/dp/19758960
title: Moment Tensor for September 06, 2021 MW 4.8 (GCMT) VANUATU ISLANDS
DOI: 10.17611/dp/19758966
title: Moment Tensor for September 06, 2021 MW 5.3 (GCMT) SOUTHWESTERN SIBERIA, RUSSIA
DOI: 10.17611/dp/19758972
title: Moment Tensor for September 06, 2021 MW 5.7 (GCMT) SOUTH SANDWICH ISLANDS REGION
DOI: 10.15468/dl.sdku4s
title: Occurrence Download

description: A dataset containing 116333713 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 116333713 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004362-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17611/dp/19758978
title: Moment Tensor for September 06, 2021 MW 5.4 (GCMT) SOUTH SANDWICH ISLANDS REGION
DOI: 10.17611/dp/19758984
title: Moment Tensor for September 06, 2021 MW 5.0 (GCMT) MINDANAO, PHILIPPINES
DOI: 10.17611/dp/19758990
title: Moment Tensor for September 06, 2021 MW 4.9 (GCMT) REVILLA GIGEDO ISLANDS REGION
DOI: 10.17611/dp/19758996
title: Moment Tensor for September 06, 2021 MW 5.2 (GCMT) TAIWAN REGION
DOI: 10.17611/dp/19759002
title: Moment Tensor for September 06, 2021 MW 5.3 (GCMT) NORTH OF SVALBARD
DOI: 10.17611/dp/19759008
title: Moment Tensor for September 07, 2021 MW 5.1 (GCMT) SOUTH SANDWICH ISLANDS REGION
DOI: 10.17611/dp/19759014
title: Moment Tensor for September 07, 2021 MW 5.0 (GCMT) MINDANAO, PHILIPPINES
DOI: 10.15468/dl.2yn4x4
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ronnbergia tonduzii (Mez & Pittier) Aguirre-Santoro"
 ]
}

 The dataset includes 146 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022143-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dww4rz
title: Occurrence Download

description: A dataset listing the 31 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((50.38475 26.74768,50.23356 26.76568,50.03197 26.75668,49.69934 26.64863,49.62878 26.45929,49.59475 26.21771,49.74595 25.81009,49.9677 25.6739,50.15921 25.58302,50.37088 25.58302,50.63295 25.63755,50.82446 25.81009,50.94542 26.1544,50.9051 26.48867,50.82446 26.67797,50.38475 26.74768))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 31 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025340-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.o9pgj837
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2426 records)
DOI: 10.5281/zenodo.15036782
title: Data for 'Cloud-native geospatial data cube workflows'

description: This record contains data that accompanies the Cloud-native geospatial data cube workflows with open-source tools tutorial. This data pertains to tutorial 2, which demonstrates working with Sentinel-1 RTC imagery processed by Alaska Satellite Facility's Hybrid Pluggable Processing Pipeline (HyP3). Users have the option to follow the tutorial on their own machine using the entire dataset (103 scenes, 47 GB) or a subset of the dataset (5 scenes, ~ 2.2 GB). Both are contained in this record.
DOI: 10.15468/dl.7j98tr
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Geranium sibbaldioides Benth."
 ]
}

 The dataset includes 502 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020654-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qadph4
title: Occurrence Download

description: A dataset containing 2908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus maniculatus (Wagner, 1845))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 2908 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020656-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38z5x4
title: Occurrence Download

description: A dataset containing 710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus maniculatus (Wagner, 1845))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 710 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020658-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdh3bx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus maniculatus (Wagner, 1845))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020657-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5wjyr3
title: Occurrence Download

description: A dataset containing 7453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Conyza canadensis (L.) Cronquist, Conyza Hill, 1756)"
 ]
}

 The dataset includes 7453 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020655-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnnr2n
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon saliens (Risso, 1810)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 322 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020659-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15594710
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604q Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604q Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15594711
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604q Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604q Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.tdu9ns
title: Occurrence Download

description: A dataset containing 31450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is one of (Papilionidae, Pieridae, Hesperiidae, Nymphalidae, Lycaenidae, Riodinidae)",
 "StateProvince is Wisconsin"
 ]
}

 The dataset includes 31450 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020661-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdhmkz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "TaxonKey is Platylygus crinitus Kelton, 1970"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020662-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kncxnz
title: Occurrence Download

description: A dataset containing 2471103 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND classKey IN (126, 131, 137, 139, 148, 151, 179, 183, 186, 194, 196, 199, 203, 205, 206, 212, 216, 220, 225, 229, 232, 244, 245, 252, 255, 256, 270, 281, 282, 307, 327, 328, 354, 356, 359, 360, 361, 365, 367, 7073593, 7228684, 7742773, 7774442, 7947184, 8179345, 9273948, 10689325, 11133537, 11418114, 11493978, 11545536, 11592253)AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class ORDER BY "year" DESC, eeaCellCode ASC, classKey ASC;

 The dataset's 2471103 records were derived from 675 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020643-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyvqsg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus maniculatus (Wagner, 1845))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020665-250525065834625/datasets/export for details.
DOI: 10.15468/dl.sv8p6e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus maniculatus (Wagner, 1845))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020663-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15594663
title: विश्वविद्यालयी  विद्यार्थियो  मे धर्मनिरपेक्षता  एवं  सामाजिक चेतना  का   अध्यययन
DOI: 10.5281/zenodo.15594664
title: विश्वविद्यालयी  विद्यार्थियो  मे धर्मनिरपेक्षता  एवं  सामाजिक चेतना  का   अध्यययन
DOI: 10.15468/dl.9wnfm9
title: Occurrence Download

description: A dataset containing 2108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon auratus (Risso, 1810)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2108 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020667-250525065834625/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.29098043
title: Supplemental table S1. Herd visits and results M. bovis

description: <i>Mycoplasma (M.) bovis</i> causes severe diseases amongst cattle. Sweden has a favorable situation for control of this disease with a low prevalence of <i>M. bovis</i> infected and seropositive herds detected only in the southern parts of the country. To prevent the spread of the infection, analyzing antibody levels is a cost-effective method to determine herd pathogen exposure status. In this study our aims were to monitor the antibody dynamics in infected herds over time using IDvet ELISA, to both evaluate risk-based sampling and investigate the impact of <i>M. bovis</i> exposure on health and production. We visited and sampled 35 dairy herds, 31 of which were sampled at least twice and 26 sampled four times and followed for two years. The patterns of herd seroprevalence varied depending on the status prior to the herd’s entry into the study and remained relatively stable at the herd level, although antibody status could differ among age groups. Overall, herds with high exposure prevalence (90-100%), indicated by a positive BTM test, and herds with low exposure prevalence (5-10%), characterized by a few positive cows, maintained their exposure status throughout the study. The changes in status observed within the herds, both among calves and cows, included transitions from positive to negative as well as from negative to positive. In five herds, the calf group transitioned from positive to negative, while in one herd, the reverse occurred. Three herds exhibited an increase in antibody levels; in two of these herds, the cows transitioned from negative to positive, and in one herd with positive cows the calves shifted from negative to positive. A cost-effective test strategy to find likely infected herds involved sampling BTM and cows with a high SCC which gave a 90% probability of locating infected herds by the second sampling. Milk production was reduced by 404 kg (1.3 L/day, <i>p</i>=0.012) in cows positive for <i>M. bovis</i> antibodies. Therefore, controlling the spread of <i>M. bovis</i> infection will likely have a positive impact on reducing income loss for dairy herds in Sweden.
DOI: 10.6084/m9.figshare.29098043.v1
title: Supplemental table S1. Herd visits and results M. bovis

description: <i>Mycoplasma (M.) bovis</i> causes severe diseases amongst cattle. Sweden has a favorable situation for control of this disease with a low prevalence of <i>M. bovis</i> infected and seropositive herds detected only in the southern parts of the country. To prevent the spread of the infection, analyzing antibody levels is a cost-effective method to determine herd pathogen exposure status. In this study our aims were to monitor the antibody dynamics in infected herds over time using IDvet ELISA, to both evaluate risk-based sampling and investigate the impact of <i>M. bovis</i> exposure on health and production. We visited and sampled 35 dairy herds, 31 of which were sampled at least twice and 26 sampled four times and followed for two years. The patterns of herd seroprevalence varied depending on the status prior to the herd’s entry into the study and remained relatively stable at the herd level, although antibody status could differ among age groups. Overall, herds with high exposure prevalence (90-100%), indicated by a positive BTM test, and herds with low exposure prevalence (5-10%), characterized by a few positive cows, maintained their exposure status throughout the study. The changes in status observed within the herds, both among calves and cows, included transitions from positive to negative as well as from negative to positive. In five herds, the calf group transitioned from positive to negative, while in one herd, the reverse occurred. Three herds exhibited an increase in antibody levels; in two of these herds, the cows transitioned from negative to positive, and in one herd with positive cows the calves shifted from negative to positive. A cost-effective test strategy to find likely infected herds involved sampling BTM and cows with a high SCC which gave a 90% probability of locating infected herds by the second sampling. Milk production was reduced by 404 kg (1.3 L/day, <i>p</i>=0.012) in cows positive for <i>M. bovis</i> antibodies. Therefore, controlling the spread of <i>M. bovis</i> infection will likely have a positive impact on reducing income loss for dairy herds in Sweden.
DOI: 10.15468/dl.87gkte
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Peromyscus maniculatus (Wagner, 1845))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020664-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.25393780
title: A dataset depicting simulated bolt rotation

description: Whilst there exist several public training datasets for use in metric loss networks, there is none in the area of bolts or other mechanical fixings. We prepared a novel dataset of over 1,100 images depicting a bolted apparatus from different angles, and with varying degrees of bolt rotation. The images were taken in laboratory conditions, with carefully measured variations. As far as we know, no other such dataset exists.
DOI: 10.6084/m9.figshare.25393780.v3
title: A dataset depicting simulated bolt rotation

description: Whilst there exist several public training datasets for use in metric loss networks, there is none in the area of bolts or other mechanical fixings. We prepared a novel dataset of over 1,100 images depicting a bolted apparatus from different angles, and with varying degrees of bolt rotation. The images were taken in laboratory conditions, with carefully measured variations. As far as we know, no other such dataset exists.
DOI: 10.6084/m9.figshare.25393780.v2
title: A dataset depicting simulated bolt rotation

description: Whilst there exist several public training datasets for use in metric loss networks, there is none in the area of bolts or other mechanical fixings. We prepared a novel dataset of over 1,100 images depicting a bolted apparatus from different angles, and with varying degrees of bolt rotation. The images were taken in laboratory conditions, with carefully measured variations. As far as we know, no other such dataset exists.