cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8uvbqt
title: Occurrence Download

description: A dataset containing 448042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rubus idaeus L."
 ]
}

 The dataset includes 448042 records from 858 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0414450-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy6ydf
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAA9387"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010158-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7yqwu
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Halyomorpha halys (Stål, 1855)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 375 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015153-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o6jbi3
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heteropneustes Müller, 1840",
 "Country is India"
 ]
}

 The dataset includes 125 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039735-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qugg5
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ficus coerulescens (Rusby) Rossberg, Ficus killipii Standl.)"
 ]
}

 The dataset includes 547 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021806-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h52tte
title: Occurrence Download

description: A dataset containing 492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2020",
 "Geometry POLYGON((28.45459 -4.59229,60.40404 -5.04656,60.40404 11.96028,39.22119 7.84424,36.05713 7.93213,34.34326 6.43799,30.98145 4.79004,30.73975 3.62549,30.25635 -1.95557,28.45459 -4.59229))",
 "HasCoordinate is true",
 "TaxonKey is Ploceus velatus Vieillot, 1819",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 492 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004117-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.el3lyr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heteropriacanthus cruentatus (Lacepède, 1801)",
 "Country is India"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039736-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9mzra
title: Occurrence Download

description: A dataset containing 90539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia amygdaloides L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 90539 records from 625 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018457-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nstiwe
title: Occurrence Download

description: A dataset containing 2904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rhodothraupis celaeno (Deppe, 1830)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2904 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004118-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4mu7q
title: Occurrence Download

description: A dataset containing 2136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Mimosa bimucronata (DC.) Kuntze"
 ]
}

 The dataset includes 2136 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284622-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r5sjt
title: Occurrence Download

description: A dataset containing 281011 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-170.411 56.53774, -169.4706 56.53774, -169.4706 57.22903, -170.411 57.22903, -170.411 56.53774))"
 ]
}

 The dataset includes 281011 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037972-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyydtb
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glyphonycteris Thomas, 1896"
 ]
}

 The dataset includes 161 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004119-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jeann
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hexanematichthys sagor (Hamilton, 1822)",
 "Country is India"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039753-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxi4ov
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eremias nigrocellata Nikolsky, 1896",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DatasetKey is Literary descriptions of Iranian lizards"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004120-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp2a5c
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria cuzcoensis C.Schweinf."
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169867-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy9vxg
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piculus rivolii (Boissonneau, 1840)"
 ]
}

 The dataset includes 81 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021821-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdv229
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lagria villosa (Fabricius, 1781)"
 ]
}

 The dataset includes 876 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169868-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywn3pn
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ariidae",
 "Country is India"
 ]
}

 The dataset includes 256 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039755-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jxpz5
title: Occurrence Download

description: A dataset containing 15994 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geospiza fuliginosa Gould, 1837"
 ]
}

 The dataset includes 15994 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0410414-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qgq95
title: Occurrence Download

description: A dataset containing 382432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.565747 32.097476, 2.479608666666667 32.097476, 2.479608666666667 49.184106666666665, -31.565747 49.184106666666665, -31.565747 32.097476))",
 "EventDate is 2014-06-01,2014-06-30"
 ]
}

 The dataset includes 382432 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018474-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17485502
title: SCITextures dataset: Large-Scale collection of textures, visual patterns, and the models and codes that generate them, from all domains of science and art

description: SciTextures Dataset: 

The SCITextures dataset is a large-scale collection of images featuring visual patterns and textures from a wide range of scientific and artistic domains, along with the corresponding models and generation code that produce them. The dataset spans over 1,270 distinct generative models, ranging from simple systems and mathematical functions, such as the Ising model and the Game of Life, to simulations of cities, materials, chemical reactions, biological growth, and many others. Each model is accompanied by standardized, flexible code that generates a given number of images at arbitrary resolutions, as well as 100 example images produced by the model. Most images are colored and seamlessly tileable, achieved through the use of periodic boundary conditions. In total, the dataset includes approximately 109,000 images. The dataset available under CC0 license.

 

The dataset contain two components:

1) Images (512x512) given in the "Images" folder (in the zip files), with about 80 images per model.

2) The code and discription of the model that generate the images given in the "data" folder (In the zip files).

Files download:

Samples**.jpg/samples**.zip: Sample of images from the dataset.

    Scitexture_Full_110K_images_jpg_format.zip:  Full dataset 110000 images saved in jpg format , and 1270 models and code .

    Scitextures_Single_Sample_From_Each_Model_1270_Images_jpg.zip:  Single image sampled from each model (1270  images saved a jpg). Also include data and code for all models (1270 scripts).

Scitextures_Full_Part_1-6.zip:  Full dataset all images saved  in png format including code and data  note because of the size of the png files this is divided into 6 files.    Scitextures_code_and_data_only.zip: All models and code in the dataset with no images

 

Code and usage:

The code for each model is given in the datafolder.

The code structure of all mode is the same:

All the code is contain in file: generate.py

The code can be run using the function:  



def generate_texture(outdir: str, sz: int = 512, num_samples: int = 20):outdir: ouput folder where the images will be saved.sz: size of each image in pixels (across single dimension)/num_samples: number of different images to generate

Documentation/Paper:

SciTextures: Collecting and Connecting Visual Patterns, Models, and Code Across Science and Art

Generation and Testing Code:

GITHUB: Generation+Testing Code
DOI: 10.5281/zenodo.17485501
title: SCITextures dataset: Large-Scale collection of textures, visual patterns, and the models and codes that generate them, from all domains of science and art

description: SciTextures Dataset: 

The SCITextures dataset is a large-scale collection of images featuring visual patterns and textures from a wide range of scientific and artistic domains, along with the corresponding models and generation code that produce them. The dataset spans over 1,270 distinct generative models, ranging from simple systems and mathematical functions, such as the Ising model and the Game of Life, to simulations of cities, materials, chemical reactions, biological growth, and many others. Each model is accompanied by standardized, flexible code that generates a given number of images at arbitrary resolutions, as well as 100 example images produced by the model. Most images are colored and seamlessly tileable, achieved through the use of periodic boundary conditions. In total, the dataset includes approximately 109,000 images. The dataset available under CC0 license.

 

The dataset contain two components:

1) Images (512x512) given in the "Images" folder (in the zip files), with about 80 images per model.

2) The code and discription of the model that generate the images given in the "data" folder (In the zip files).

Files download:

Samples**.jpg/samples**.zip: Sample of images from the dataset.

    Scitexture_Full_110K_images_jpg_format.zip:  Full dataset 110000 images saved in jpg format , and 1270 models and code .

    Scitextures_Single_Sample_From_Each_Model_1270_Images_jpg.zip:  Single image sampled from each model (1270  images saved a jpg). Also include data and code for all models (1270 scripts).

Scitextures_Full_Part_1-6.zip:  Full dataset all images saved  in png format including code and data  note because of the size of the png files this is divided into 6 files.    Scitextures_code_and_data_only.zip: All models and code in the dataset with no images

 

Code and usage:

The code for each model is given in the datafolder.

The code structure of all mode is the same:

All the code is contain in file: generate.py

The code can be run using the function:  



def generate_texture(outdir: str, sz: int = 512, num_samples: int = 20):outdir: ouput folder where the images will be saved.sz: size of each image in pixels (across single dimension)/num_samples: number of different images to generate

Documentation/Paper:

SciTextures: Collecting and Connecting Visual Patterns, Models, and Code Across Science and Art

Generation and Testing Code:

GITHUB: Generation+Testing Code
DOI: 10.15468/dl.dpd4xy
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphurus stigmosus"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042331-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpd85r
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphurus pusillus"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042329-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26kx88
title: Occurrence Download

description: A dataset containing 1000 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.539 2.182179, 103.468687 2.176611, 103.400106 2.160043, 103.334948 2.132883, 103.274818 2.095801, 103.221197 2.049711, 103.175406 1.995748, 103.138572 1.935241, 103.1116 1.869682, 103.095155 1.800684, 103.089639 1.729946, 103.095188 1.659212, 103.111663 1.590221, 103.138658 1.524673, 103.175507 1.464181, 103.221304 1.410234, 103.274919 1.36416, 103.335034 1.327093, 103.400168 1.299945, 103.468719 1.283384, 103.539 1.277818, 103.609281 1.283384, 103.677832 1.299945, 103.742966 1.327093, 103.803081 1.36416, 103.856696 1.410234, 103.902493 1.464181, 103.939342 1.524673, 103.966337 1.590221, 103.982812 1.659212, 103.988361 1.729946, 103.982845 1.800684, 103.9664 1.869682, 103.939428 1.935241, 103.902594 1.995748, 103.856803 2.049711, 103.803182 2.095801, 103.743052 2.132883, 103.677894 2.160043, 103.609313 2.176611, 103.539 2.182179))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1000 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042334-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23bdzd
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Levinsenia multibranchiata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042335-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btcscs
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphurus trewavasae"
 ]
}

 The dataset includes 112 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042332-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh3yvx
title: Occurrence Download

description: A dataset containing 1550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum phragmitoides",
 "Continent is Africa"
 ]
}

 The dataset includes 1550 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042336-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17871153
title: A Systematic Method to Design BBT boards
DOI: 10.17026/ar/62eq0r
title: PAN-00176269 - brooch Almgren 16

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00176269&lt;/p&gt;
description: Modified: 2025-08-12T12:05:21+02:00
DOI: 10.15468/dl.ddt9ms
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria johannis Pabst"
 ]
}

 The dataset includes 73 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033070-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-20742
title: Minute book no. 10, PMU, AoG GB, HRMC, Aug. 1936 - Aug. 1938

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 10 including Home Reference Missionary Council annual statement, 77 pages of index followed by 202 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues
DOI: 10.15468/dl.n6smgb
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farsetia linearis Decne. ex Boiss."
 ]
}

 The dataset includes 117 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146519-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yudawx
title: Occurrence Download

description: A dataset containing 6111 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "TaxonKey is Ctenopharyngodon idella (Valenciennes, 1844)"
 ]
}

 The dataset includes 6111 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081460-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089838/2556751
title: Data for EMSL Project 51514 from April 2024
DOI: 10.15468/dl.cqfkcs
title: Occurrence Download

description: A dataset listing the 4062294 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4062294 records were derived from 72453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001698-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5r574
title: Occurrence Download

description: A dataset containing 2704 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus koraiensis Siebold & Zucc."
 ]
}

 The dataset includes 2704 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001710-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089839/2556752
title: Data for EMSL Project 51514 from April 2024