cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.awt7ky
title: Occurrence Download

description: A dataset containing 4518 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données du Parc National de la Guadeloupe - Données oiseaux endémiques des Antilles sur le territoire de la Guadeloupe (ONCFS & PNG)"
 ]
}

 The dataset includes 4518 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025405-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgeb6y
title: Occurrence Download

description: A dataset containing 100408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is January",
 "OccurrenceStatus is Present",
 "Year is 2020"
 ]
}

 The dataset includes 100408 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025403-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejm24h
title: Occurrence Download

description: A dataset listing the 12 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Discherodontus Rainboth, 1989"
 ]
}

 The dataset's 12 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025402-240906103802322/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.26304088
title: Phylogenetic relatedness, not geographic origin, shapes traits across ontogenetic stages for common native and exotic plants in subtropical China

description: This repository contains all the compiled data from the work "Phylogenetic relatedness, not geographic origin, shapes traits across ontogenetic stages for common native and exotic plants in subtropical China" .
DOI: 10.6084/m9.figshare.26304088.v2
title: Phylogenetic relatedness, not geographic origin, shapes traits across ontogenetic stages for common native and exotic plants in subtropical China

description: This repository contains all the compiled data from the work "Phylogenetic relatedness, not geographic origin, shapes traits across ontogenetic stages for common native and exotic plants in subtropical China" .
DOI: 10.15468/dl.hddcwc
title: Occurrence Download

description: A dataset containing 4522 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données du Parc National de la Guadeloupe - Données oiseaux endémiques des Antilles sur le territoire de la Guadeloupe (ONCFS & PNG)"
 ]
}

 The dataset includes 4522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025406-240906103802322/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/9449546
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.5281/zenodo.12602738
title: CleavageEmbryo Dataset

description: Dataset of Cleavage-Stage Embryo with pixel-level anntotations of blastomeres and fragments.

 Information:

a)       source:First School of Clinical Medicine, Wuhan University.

b)       annotation: The images are annotated by three experienced doctors from Renmin Hospital of Wuhan University using the LabelMe.

c)       categories:

Blastomeres: Detailed segmentation of individual blastomeres.

Fragments: Identification and segmentation of fragments, which are critical for assessing embryo quality.

Background: Non-embryonic regions to assist in accurate segmentation.
DOI: 10.5281/zenodo.13823093
title: CleavageEmbryo Dataset

description: Dataset of Cleavage-Stage Embryo with pixel-level anntotations of blastomeres and fragments.

 Information:

a)       source:First School of Clinical Medicine, Wuhan University.

b)       annotation: The images are annotated by three experienced doctors from Renmin Hospital of Wuhan University using the LabelMe.

c)       categories:

Blastomeres: Detailed segmentation of individual blastomeres.

Fragments: Identification and segmentation of fragments, which are critical for assessing embryo quality.

Background: Non-embryonic regions to assist in accurate segmentation.
DOI: 10.15468/dl.46x7nf
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cicadulina mbila (Naudé, 1924)"
 ]
}

 The dataset includes 92 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025409-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drzqft
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new genus and five new species of Anostostomatidae from the Lesser Antilles (Orthoptera: Ensifera)"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025408-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/94e7ff43-8e1b-4b86-aaf6-f35611121564
title: Documentaire Empty Farm to Fill.
DOI: 10.48544/53af16fd-70e2-49a4-a7e2-b09b4f19b67d
title: ONT-moeten en ONT-wikkelen. Ontwerpprincipes voor pedagogische vrijplaatsen.
DOI: 10.15468/dl.mg4eaz
title: Occurrence Download

description: A dataset containing 250271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset includes 250271 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025407-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qshb7r
title: Records of Reptilia and Amphibia within the territory of Chornobyl Exclusion Zone, Ukraine, during 2020-2023

description: The dataset contains 25 records of 8 species (6 Reptilia and 2 Amphibia) collected by humans during field trips during 2020-2023 within the territory of Chornobyl Exclusion Zone, Ukraine.
DOI: 10.15468/dl.z7mavs
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhopalosiphum maidis (Fitch, 1856)"
 ]
}

 The dataset includes 1022 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025410-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13819823
title: Exploring zero-shot structure-based protein fitness prediction

description: This repository contains data used in Exploring zero-shot structure-based protein fitnessprediction.

Directions to use this data can be found on our GitHub repository.



experimental_struct_artifacts contains the experimentally determined structures for ProteinGym assays used in our analysis along with the reference file needed to generate ESM inverse folding predictions for these structures in ProteinGym.

results contains the prediction results obtained by running SSEmb on the 216 ProteinGym assays being considered in this study.

test.tar.gz contains all the structures from ProteinGym as well as MSAs generated using mmseqs2. To use this directory:



Setup SSEmb as directed in its repository

Download this file and extract it in the data folder.
DOI: 10.5281/zenodo.13823161
title: psammophis_punctulatus_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.13823162
title: psammophis_punctulatus_zanfona_1.fasta.gz
DOI: 10.15468/dl.e3tt99
title: Occurrence Download

description: A dataset containing 7141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Sitophilus oryzae A.Hustache, 1930, Sitophilus oryzae zeamais (Motschulsky, 1855))"
 ]
}

 The dataset includes 7141 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025411-240906103802322/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.27080029
title: Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy <b>using modified monarch butterfly optimization algorithm</b>

description: This is the experimental data of the manuscript entitled "Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy using modified monarch butterfly optimization algorithm".
DOI: 10.6084/m9.figshare.27080029.v1
title: Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy <b>using modified monarch butterfly optimization algorithm</b>

description: This is the experimental data of the manuscript entitled "Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy using modified monarch butterfly optimization algorithm".
DOI: 10.15468/dl.kfbq2r
title: Occurrence Download

description: A dataset containing 19963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ostrinia nubilalis Hübner, 1796"
 ]
}

 The dataset includes 19963 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025413-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bz7yz
title: Occurrence Download

description: A dataset containing 3481919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Mammalia",
 "Year 1985-2024"
 ]
}

 The dataset includes 3481919 records from 863 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025412-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rmhb4
title: Occurrence Download

description: A dataset containing 17936 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Yuhina flavicollis Hodgson, 1836"
 ]
}

 The dataset includes 17936 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0372567-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aegkk3
title: Occurrence Download

description: A dataset containing 472723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Anas acuta Linnaeus, 1758"
 ]
}

 The dataset includes 472723 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091866-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kedpc4
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sterrhoptilus nigrocapitatus (Steere, 1890)"
 ]
}

 The dataset includes 403 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0372585-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gkbwp
title: Occurrence Download

description: A dataset containing 3042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.76413 19.99063,-103.7726 19.98827,-103.78068 19.98334,-103.7816 19.9775,-103.78009 19.97092,-103.77832 19.96501,-103.77509 19.95522,-103.76938 19.94202,-103.76524 19.93453,-103.75459 19.92842,-103.73692 19.94096,-103.7318 19.95634,-103.73949 19.97033,-103.7456 19.97723,-103.7521 19.98314,-103.75762 19.98768,-103.76413 19.99063))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3042 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091839-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnq2ge
title: Occurrence Download

description: A dataset containing 4039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Batrachostomus moniliger Blyth, 1849"
 ]
}

 The dataset includes 4039 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0430427-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaupua
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex leavenworthii Dewey"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115250-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6whu8
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Austria)",
 "BasisOfRecord is one of (Specimen)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Pilosella officinarum Vaill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 300 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0430429-210914110416597/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.25283341.v2
title: Quantifying U.S. air pollution policy: How political and regional factors influence pollutant mitigation

description: This dataset contains data and code for the paper:Guoxing Zhang, Zhanglei Chen, Jiexun Li, Bin Su, Yang Gao, Lean Yu. Quantifying U.S. air pollution policy: How political and regional factors influence pollutant mitigation. PNAS nexus, 2024, under review.All data and codes will be de-embargoed when the article is accepted.Please cite the paper if you find those resources helpful.
DOI: 10.15468/dl.kagrh3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea sajanensis Gudoschn."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115253-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9r6u85
title: Occurrence Download

description: A dataset containing 32875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asphodelus fistulosus L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32875 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063157-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqrw64
title: Occurrence Download

description: A dataset containing 1838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Stachys arvensis (L.) L."
 ]
}

 The dataset includes 1838 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132017-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh3n9q
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophiostoma quadrinucleatum P.Karst., Lophiostoma nucula (Fr.) Ces. & De Not.)",
 "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 471 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244671-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmdbbd
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.53892 23.01802,115.24677 25.81718,111.56032 26.64109,108.9196 23.86305,110.3139 22.0568,112.4476 20.45124,115.01439 20.96882,117.02133 21.95117,117.53892 23.01802))",
 "TaxonKey is Muntiacus muntjak (Zimmermann, 1780)"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0388139-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekr9my
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobophyllia vitiensis (Brüggemann, 1877)"
 ]
}

 The dataset includes 587 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132032-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92mcsm
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia sychnantha L.B.Sm. & Wassh."
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091847-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knf3wq
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Feral Pigs - Sightings and Cull records - 2014-2015"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0372570-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zdrga
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea salicifolia (L.) DC."
 ]
}

 The dataset includes 707 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115258-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u45n9
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astroloba bullulata (Jacq.) Uitewaal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063161-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu2ksx
title: Occurrence Download

description: A dataset containing 31957537 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 31957537 records from 2754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0388142-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqven9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bakoa lucens (Bogner) P.C.Boyce & S.Y.Wong"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084340-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-29767
title: Correspondence book No. 3 of Pentecostal Missionary Union [PMU], 1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 3 including 31 pages of subject index; 1006 pages of PMU outgoing correspondence.
DOI: 10.15468/dl.hgbxgp
title: Occurrence Download

description: A dataset containing 1630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ziziphora capitata L., Salvia tomentosa Mill., Cerastium comatum Desv., Micropus supinus L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1630 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194879-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-29740
title: Correspondence book No. 3 of Pentecostal Missionary Union [PMU], 1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 3 including 31 pages of subject index; 1006 pages of PMU outgoing correspondence.