cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.krb084
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.20172 18.65874,-67.39508 17.94947,-64.80231 17.48482,-64.31451 18.11244,-64.61334 18.26274,-64.71881 18.62126,-67.20172 18.65874))",
 "HasCoordinate is true",
 "TaxonKey is Schoepfia obovata C.Wright",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006994-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av2e7p
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araucaria angustifolia (Bertol.) Kuntze"
 ]
}

 The dataset includes 68 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084018-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgh66f
title: Occurrence Download

description: A dataset containing 26858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa labillardierei Steud."
 ]
}

 The dataset includes 26858 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087940-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mzile
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uganda",
 "TaxonKey is Genetta victoriae Thomas, 1901"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006994-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psencb
title: Occurrence Download

description: A dataset containing 29789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 2020-2020"
 ]
}

 The dataset includes 29789 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085806-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yugr9
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhamnus parvifolia Bunge"
 ]
}

 The dataset includes 123 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080540-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd4d5j
title: Occurrence Download

description: A dataset containing 4322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "VerbatimScientificName is Araneae"
 ]
}

 The dataset includes 4322 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084022-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7ufaq
title: Occurrence Download

description: A dataset containing 1432819 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Numenius phaeopus (Linnaeus, 1758)",
 "TaxonKey is Grus grus (Linnaeus, 1758)",
 "TaxonKey is Acrocephalus arundinaceus (Linnaeus, 1758)",
 "TaxonKey is Locustella fluviatilis (Wolf, 1810)"
 ]
}

 The dataset includes 1432819 records from 484 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012764-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwf83j
title: Occurrence Download

description: A dataset containing 126811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conyza canadensis (L.) Cronquist"
 ]
}

 The dataset includes 126811 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086755-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137769
title: Ostracon hiératique Ifao - ODM 2913_nu_2006_02948

description: Référence : nu_2006_02948<br />Site : Deir el-Médina<br />Type : photographie<br />
DOI: 10.15468/dl.rrvut7
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alcea rosea L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306024-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137770
title: Ostracon hiératique Ifao - ODM 2883_nu_2006_02949

description: Référence : nu_2006_02949<br />Site : Deir el-Médina<br />Secteur : Grand puits<br />Type : photographie<br />
DOI: 10.15468/dl.4b4kk2
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea glaberrima Tausch"
 ]
}

 The dataset includes 81 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181208-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137771
title: Ostracon hiératique Ifao - ODM 2883_nu_2006_02950

description: Référence : nu_2006_02950<br />Site : Deir el-Médina<br />Secteur : Grand puits<br />Type : photographie<br />
DOI: 10.15468/dl.ejm4wt
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sopubia cana Harv."
 ]
}

 The dataset includes 454 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137756-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvtkqs
title: Occurrence Download

description: A dataset containing 1930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dictyoptera aurora (Herbst, 1784))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1930 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239307-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts33du
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((111.17523 -28.05635,188.82477 -28.05635,188.82477 3.05635,111.17523 3.05635,111.17523 -28.05635))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium apodophyllum (F.Muell.) B.Hyland"
 ]
}

 The dataset includes 201 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152826-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnr7ns
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Ulva taeniata (Setchell) Setchell & N.L.Gardner, 1920"
 ]
}

 The dataset includes 47 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137764-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy7u7s
title: Occurrence Download

description: A dataset containing 1868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alopias vulpinus (Bonnaterre, 1788)"
 ]
}

 The dataset includes 1868 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306011-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu35x5
title: Occurrence Download

description: A dataset containing 22411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agave L."
 ]
}

 The dataset includes 22411 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153638-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92kbv7
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suzukia shikikunensis Kudô"
 ]
}

 The dataset includes 230 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002956-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c9t9p
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblyrhynchichthys truncatus (Bleeker, 1850)"
 ]
}

 The dataset includes 69 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313245-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5d4snm
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stipa annua Mez"
 ]
}

 The dataset includes 66 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144668-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yxcav
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia lignosa Marloth"
 ]
}

 The dataset includes 74 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205143-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxpwx6
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gephyromantis leucomaculatus (Guibé, 1975)"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306049-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7fkmz
title: Occurrence Download

description: A dataset containing 32434144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "Year 1901-2024"
 ]
}

 The dataset includes 32434144 records from 1071 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003125-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kneha3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coloradia pandora Blake, 1863",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0368596-210914110416597/datasets/export for details.
DOI: 10.15468/dl.r8w448
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dvorakia alyssifolia (DC.) D.A.German"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062193-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb83nx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum luteodens M.P.Christ."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007267-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff6pwh
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labeo umbratus (Smith, 1841)"
 ]
}

 The dataset includes 543 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313251-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/901
title: Data associated with'Surface adsorption and lubrication properties of plant and dairy proteins: A comparative study'

description: Raw data for figures in the associated paper 'Surface adsorption and lubrication properties of plant and dairy proteins: A comparative study'
DOI: 10.5281/zenodo.12744508
title: An isoform-resolution transcriptomic atlas of colorectal cancer from long-read single-cell sequencing

description: Relavant codes and notebooks for data analysis: https://github.com/lzx325/CRC-atlas
DOI: 10.5281/zenodo.12744507
title: An isoform-resolution transcriptomic atlas of colorectal cancer from long-read single-cell sequencing

description: Relavant codes and notebooks for data analysis: https://github.com/lzx325/CRC-atlas
DOI: 10.5281/zenodo.12750017
title: An isoform-resolution transcriptomic atlas of colorectal cancer from long-read single-cell sequencing

description: Relavant codes and notebooks for data analysis: https://github.com/lzx325/CRC-atlas
DOI: 10.5281/zenodo.12578394
title: Enhanced Sequence-Activity Mapping and Evolution of Artificial Metalloenzymes by Active Learning

description: This entry contains data, pretrained models and supplementary files for our enzyme engineering study:

Title: Enhanced Sequence-Activity Mapping and Evolution of Artificial Metalloenzymes by Active LearningJournal: ACS Central Science

If you use any of the data or code in the repository, please cite the paper.

The contents of this entry are:



Sequence embeddings needed for reproducing the code are found in data.zip. Unzip the contents of the folder to /data in the code structure. 

NGS sequencing analysis and raw data in NGS analysis.zip

10% subset of structures generated with the Rosetta software in structures.zip

Pretrained and saved models for plotting, clustering and further prediction are saved in models.zip

Raw assay data including our designed libraries by active learning are found in assay_and_ML_data.zip
DOI: 10.5281/zenodo.12578395
title: Enhanced Sequence-Activity Mapping and Evolution of Artificial Metalloenzymes by Active Learning

description: This entry contains data, pretrained models and supplementary files for our enzyme engineering study:

Title: Enhanced Sequence-Activity Mapping and Evolution of Artificial Metalloenzymes by Active LearningJournal: ACS Central Science

If you use any of the data or code in the repository, please cite the paper.

The contents of this entry are:



Sequence embeddings needed for reproducing the code are found in data.zip. Unzip the contents of the folder to /data in the code structure. 

NGS sequencing analysis and raw data in NGS analysis.zip

10% subset of structures generated with the Rosetta software in structures.zip

Pretrained and saved models for plotting, clustering and further prediction are saved in models.zip

Raw assay data including our designed libraries by active learning are found in assay_and_ML_data.zip
DOI: 10.5281/zenodo.12750026
title: Observation of the first stepping process of three winter lightning discharges

description: Lightning  location results data. This dataset includes complete data, which means it has not undergone quality control.
DOI: 10.5281/zenodo.12750088
title: Table S4
DOI: 10.5281/zenodo.12750089
title: Table S4
DOI: 10.15468/dl.6a4px3
title: Occurrence Download

description: A dataset containing 793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is one of (Capra hircus Linnaeus, 1758, Sus scrofa domesticus Linnaeus, 1758)",
 "Year 1901-2024"
 ]
}

 The dataset includes 793 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026478-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.26300911
title: Physicochemical, nutritional, functional, microbiological and physical properties of fermented sorghum

description: This dataset indicates a summary of statistical analysis of the nutritional, functional and physical properties of fermented sorghum. The fermented sorghum was fermented spontaneously (SP), fermented by inoculation with yeast at 3 Log<sub>10 </sub>CFU/mL (IN3), 5 Log<sub>10</sub> CFU/mL (IN5) and 7 Log<sub>10</sub> CFU/mL (IN7). Samples were analysed at 0, 12, 24, 36, 48, 60 and 72 hours of fermentation. Cooked samples were analysed at 48 and 72 hours of fermentation.The tables show the nutritional and functional properties of fermented sorghum, and the figures show the graphs of the physicochemical and microbiological properties of the fermented sorghum. The figures also show the physical properties of the fermented sorghum through images generated from SEM and SDS-PAGE.
DOI: 10.25403/upresearchdata.26300911.v1
title: Physicochemical, nutritional, functional, microbiological and physical properties of fermented sorghum

description: This dataset indicates a summary of statistical analysis of the nutritional, functional and physical properties of fermented sorghum. The fermented sorghum was fermented spontaneously (SP), fermented by inoculation with yeast at 3 Log<sub>10 </sub>CFU/mL (IN3), 5 Log<sub>10</sub> CFU/mL (IN5) and 7 Log<sub>10</sub> CFU/mL (IN7). Samples were analysed at 0, 12, 24, 36, 48, 60 and 72 hours of fermentation. Cooked samples were analysed at 48 and 72 hours of fermentation.The tables show the nutritional and functional properties of fermented sorghum, and the figures show the graphs of the physicochemical and microbiological properties of the fermented sorghum. The figures also show the physical properties of the fermented sorghum through images generated from SEM and SDS-PAGE.
DOI: 10.15468/dl.w5tj29
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia yarumalensis (Lozano) Govaerts"
 ]
}

 The dataset includes 112 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026480-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfe4r7
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Sus scrofa domesticus Linnaeus, 1758",
 "Year 1901-2024"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026481-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpummb
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "TaxonKey is Megachile sculpturalis Smith, 1853"
 ]
}

 The dataset includes 119 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026483-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u5wbv
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "TaxonKey is Megachile sculpturalis Smith, 1853"
 ]
}

 The dataset includes 119 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026482-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpaeh4
title: Occurrence Download

description: A dataset containing 10940144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China"
 ]
}

 The dataset includes 10940144 records from 5173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026477-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.