cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.22pbh6
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blechnum attenuatum (Sw.) Mett.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 150 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046593-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x9sw3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blechnum attenuatum (Sw.) Mett.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046594-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5y88br
title: Occurrence Download

description: A dataset containing 1228 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of fish and crustacean species in commercial fishing catches in Dnipro River reservoirs made during field studies іn 2011-2014"
 ]
}

 The dataset includes 1228 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046595-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtpa3b
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Data on fish and crustacean species found in poaching catches in the Kakhovka and Zaporizhzhia reservoirs in 2022-2023, obtained through the analysis of administrative offense reports"
 ]
}

 The dataset includes 363 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046596-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbtrue
title: Occurrence Download

description: A dataset containing 13530 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The occurrences of the News Biosphere Reserve \"Askania Nova\""
 ]
}

 The dataset includes 13530 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046597-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15665050
title: StylExNet5k: A Multi-Style Visual Object Dataset with Environment Contexts

description: StylExNet5k is a dataset consisting of 5000 high-resolution level AI-generated images of everyday objects placed in a variety of environments. Every object has been rendered in 10 different styles: photorealistic, oil painting, watercolor, sketch, voxel art, pixel art, origami, cyberpunk, isometric and papercut art. All the images have been generated using Stable Diffusion XL (Hugging Face: stabilityai/stable-diffusion-xl-base-1.0). The number of objects used is 100. Each object has 5 variants, and 10 styles have been applied, so, there are 50 images per object. The images generated by Stable Diffusion XL (SDXL) have the dimensions of 1024x1024, these can be found in the “images” folder of the dataset. From the original images of 1024x1024, other resolutions such as 512x512, 384x384, 256x256 and 128x128 have been derived and included in this dataset, and the resized images can be found in folders such as images_512, images_384, images_256 and images_128. All the resolution levels have 5000 images each. All the metadata related to the images such as object name, style, SDXL prompt, etc has been provided in a metadata csv file.

 

The dataset has multiple use cases, though this is not an exhaustive list:





VLM image-text retrieval performance across styles and across different image resolution levels.




Style classification and clustering




Assessing the prompt faithfulness of diffusion models.




Assessing the style-conditioned image generation capabilities of diffusion models. 




Zero-shot object detection and segmentation capabilities of models across styles.
DOI: 10.5281/zenodo.15665049
title: StylExNet5k: A Multi-Style Visual Object Dataset with Environment Contexts

description: StylExNet5k is a dataset consisting of 5000 high-resolution level AI-generated images of everyday objects placed in a variety of environments. Every object has been rendered in 10 different styles: photorealistic, oil painting, watercolor, sketch, voxel art, pixel art, origami, cyberpunk, isometric and papercut art. All the images have been generated using Stable Diffusion XL (Hugging Face: stabilityai/stable-diffusion-xl-base-1.0). The number of objects used is 100. Each object has 5 variants, and 10 styles have been applied, so, there are 50 images per object. The images generated by Stable Diffusion XL (SDXL) have the dimensions of 1024x1024, these can be found in the “images” folder of the dataset. From the original images of 1024x1024, other resolutions such as 512x512, 384x384, 256x256 and 128x128 have been derived and included in this dataset, and the resized images can be found in folders such as images_512, images_384, images_256 and images_128. All the resolution levels have 5000 images each. All the metadata related to the images such as object name, style, SDXL prompt, etc has been provided in a metadata csv file.

 

The dataset has multiple use cases, though this is not an exhaustive list:





VLM image-text retrieval performance across styles and across different image resolution levels.




Style classification and clustering




Assessing the prompt faithfulness of diffusion models.




Assessing the style-conditioned image generation capabilities of diffusion models. 




Zero-shot object detection and segmentation capabilities of models across styles.
DOI: 10.15468/dl.gm4dxt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blechnum attenuatum (Sw.) Mett.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046598-250525065834625/datasets/export for details.
DOI: 10.15468/dl.yben3j
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aglaeactis pamela (d'Orbigny, 1838)"
 ]
}

 The dataset includes 749 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046599-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4fckm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046600-250525065834625/datasets/export for details.
DOI: 10.15468/dl.nd8v9c
title: Occurrence Download

description: A dataset containing 4502 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of vascular plants of the News Biosphere Reserve \"Askania Nova\""
 ]
}

 The dataset includes 4502 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046601-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kry8fe
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Forest biotopes of the National Nature Park “Svyati Hory”, locations of individual species from forest and steppe communities"
 ]
}

 The dataset includes 582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046603-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dnhrd
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Forest biotopes of the Slovyanoserbsk surrounding areas, locations of individual species"
 ]
}

 The dataset includes 388 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046604-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpze26
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046605-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rxundc
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Material sample",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melipona Illiger, 1806"
 ]
}

 The dataset includes 398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046606-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2xj7n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046607-250525065834625/datasets/export for details.
DOI: 10.15468/dl.d4we5p
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wolf tracking, observation of animal diversity, and animals’ daily activity using camera traps in the Kreminsky forests and surrounding areas"
 ]
}

 The dataset includes 215 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046608-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52ywb9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046609-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uwpmnf
title: Occurrence Download

description: A dataset containing 3379236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida (Harv.) Suringar)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3379236 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046588-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp8ycv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046610-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4n6zjn
title: Occurrence Download

description: A dataset containing 55771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycalopex culpaeus (Molina, 1782)"
 ]
}

 The dataset includes 55771 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046602-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9hj5g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046611-250525065834625/datasets/export for details.
DOI: 10.15468/dl.mwdefu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046612-250525065834625/datasets/export for details.
DOI: 10.15468/dl.n8dpq3
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.00951 23.98046,-80.65715 24.42964,-80.19556 25.39022,-81.6698 25.50351,-84.00951 23.98046))",
 "TaxonKey is Sphyrna lewini (Griffith & Smith, 1834)",
 "Year 2015-2025"
 ]
}

 The dataset includes 851 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046613-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e146761v1-181961
title: Determinants of Dual Enrollment Access: A National Examination of Institutional Context and State Policies

description: Included are the program files and some of the data files used to generate estimates presented in the 2021 AERA Open article titled “Determinants of Dual Enrollment Access: A National Examination of Institutional Context and State Policies.” The abstract is provided below:<br><br>Despite considerable growth in rates of participation in recent years, concerns remain about disparities in access to dual enrollment programs. On one hand, there are questions regarding who has access: which students are most disadvantaged and which schools fail to offer the opportunity at all? On the other hand, there has been little clarity about what helps to improve access—in particular, what is the role of state policies in this effort? Using nationally representative data sources, this study uses a multilevel approach to understand how dual enrollment participation varies at the level of states, schools, and students. The findings reveal that policy mandates are among the strongest predictors of dual enrollment participation. Furthermore, schools serving greater proportions of racially minoritized students are the least likely to offer dual enrollment, but within schools, students from lower socioeconomic backgrounds have a lower probability of participating relative to their more affluent peers.
DOI: 10.15468/dl.rbrvbc
title: Occurrence Download

description: A dataset containing 6970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Sericossypha albocristata (Lafresnaye, 1843)"
 ]
}

 The dataset includes 6970 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046614-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxpprr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046615-250525065834625/datasets/export for details.
DOI: 10.15468/dl.jqcsn9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046616-250525065834625/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/12167695
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xntwgg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachenalia zeyheri Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046617-250525065834625/datasets/export for details.