cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x9w7g4
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Urspelerpes brucei Camp, Peterman, Milanovich, Lamb, Maerz & Wake, 2009)"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000541-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf2rn5
title: Occurrence Download

description: A dataset containing 18983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 18983 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000540-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfa6xz
title: Occurrence Download

description: A dataset listing the 302 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-88.09398 41.81477,-88.09368 41.81141,-88.08669 41.81145,-88.08712 41.8167,-88.09466 41.8167,-88.09398 41.81477))",
 "OccurrenceStatus is Present",
 "Year is 2023"
 ]
}

 The dataset's 302 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000531-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4p2cc
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus alabamensis Viosca, 1937)"
 ]
}

 The dataset includes 220 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg6eyc
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercopithecus neglectus Schlegel, 1876"
 ]
}

 The dataset includes 109 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000543-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn53nz
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus beyeri Viosca, 1937)"
 ]
}

 The dataset includes 420 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000545-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7ew6p
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus lewisi Brimley, 1924)"
 ]
}

 The dataset includes 555 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000546-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up5n6g
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercopithecus diana (Linnaeus, 1758)"
 ]
}

 The dataset includes 221 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000547-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14543093
title: Protein Structural Hotspots Detection using AMX
title: Detection of Protein Structural Hotspots using AI Distillation and Explainability: Application to the DAX-1 Protein

description: This archive contains examples of input data for the AMX analysis pipeline (demonstration notebook on Google Colab).

Example datasets (structures predicted with OmegaFold):



structure of the 7467  single amino acid variants of P53, plus WT structure, in PDB format: variants_P53.zip

structures of the 8390 single amino acid variants of DAX-1, plus WT structure, in PDB format: variants_DAX-1.zip

structures of the 2223 single amino acid variants of Q9H0R8, plus WT structure, in PDB format: variants_Q9H0R8.zip

structures of the 1596 single amino acid variants of P81172, plus WT structure, in PDB format: variants_P81172.zip

structures of the 1862 single amino acid variants of P01040, plus WT structure, in PDB format: variants_P01040.zip

structures of the 2166 single amino acid variants of O75368, plus WT structure, in PDB format: variants_O75368.zip

structures of the 1539 single amino acid variants of A8MT69, plus WT structure, in PDB format: variants_A8MT69.zip
DOI: 10.5281/zenodo.14860715
title: Protein Structural Hotspots Detection using AMX
title: Detection of Protein Structural Hotspots using AI Distillation and Explainability: Application to the DAX-1 Protein

description: This archive contains examples of input data for the AMX analysis pipeline (demonstration notebook on Google Colab).

Example datasets (structures predicted with OmegaFold):



structure of the 7467  single amino acid variants of P53, plus WT structure, in PDB format: variants_P53.zip

structures of the 8390 single amino acid variants of DAX-1, plus WT structure, in PDB format: variants_DAX-1.zip

structures of the 2223 single amino acid variants of Q9H0R8, plus WT structure, in PDB format: variants_Q9H0R8.zip

structures of the 1596 single amino acid variants of P81172, plus WT structure, in PDB format: variants_P81172.zip

structures of the 1862 single amino acid variants of P01040, plus WT structure, in PDB format: variants_P01040.zip

structures of the 2166 single amino acid variants of O75368, plus WT structure, in PDB format: variants_O75368.zip

structures of the 1539 single amino acid variants of A8MT69, plus WT structure, in PDB format: variants_A8MT69.zip
DOI: 10.15468/dl.cv9v7r
title: Occurrence Download

description: A dataset containing 19378 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-101.00808 22.91461,-100.17683 22.91688,-100.18868 23.93039,-101.01339 23.93039,-101.00808 22.91461))"
 ]
}

 The dataset includes 19378 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000548-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sn4dw
title: Occurrence Download

description: A dataset containing 8025400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "Year 2023-2023"
 ]
}

 The dataset includes 8025400 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000527-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.td539h
title: Occurrence Download

description: A dataset containing 1604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus maculosus (Rafinesque, 1818))"
 ]
}

 The dataset includes 1604 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000550-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7xf54
title: Occurrence Download

description: A dataset containing 7136003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "Year 2022-2022"
 ]
}

 The dataset includes 7136003 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000526-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmqjad
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oscura heterospila (Hubbs, 1936)"
 ]
}

 The dataset includes 229 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000551-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jujnc
title: Occurrence Download

description: A dataset containing 320988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-97 36.72,-81.87 36.72,-81.87 42.9,-97 42.9,-97 36.72))",
 "HasCoordinate is true",
 "License is one of (CC0 1.0, CC-BY-NC 4.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 320988 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000522-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knjsaa
title: Occurrence Download

description: A dataset containing 8401623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 8401623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000528-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5re39
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus maculosus louisianensis Viosca, 1938)"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000552-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82h4ss
title: Occurrence Download

description: A dataset containing 9842417 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BSBI data from several English counties, up to 2018"
 ]
}

 The dataset includes 9842417 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000533-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeh5h9
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Layia pentachaeta A.Gray)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is United States of America",
 "StateProvince is California"
 ]
}

 The dataset includes 360 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000554-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyhexc
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Necturus maculosus maculosus)"
 ]
}

 The dataset includes 240 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000555-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6brggc
title: Occurrence Download

description: A dataset containing 29969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aurelia aurita (Linnaeus, 1758)"
 ]
}

 The dataset includes 29969 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000556-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-226329
title: The Word of Truth, 1998, vol. 9, no. 5 = Cuvantul Adevarului, 1998, anul IX, nr 5

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.25549/pcra-c14-226084
title: The Word of Truth, 1997, vol. 8, no. 4 = Cuvantul Adevarului, 1997, anul VIII, nr 4

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.dc86q9
title: Occurrence Download

description: A dataset containing 575481 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Forestry Inventory 2010"
 ]
}

 The dataset includes 575481 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010633-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4htvh
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pineus armandicola Zhang, Zhong & Zhang, 1992"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032107-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-226144
title: The Word of Truth, 1997, vol. 8, no. 7 = Cuvantul Adevarului, 1997, anul VIII, nr 7

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.pseuc2
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ostorhinchus cyanosoma (Bleeker, 1853)"
 ]
}

 The dataset includes 1367 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032111-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-226320
title: The Word of Truth, 1998, vol. 9, no. 4 = Cuvantul Adevarului, 1998, anul IX, nr 4

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.2ubmes
title: Occurrence Download

description: A dataset containing 12728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)",
 "Country is one of (Mexico, Brazil, Costa Rica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Morpho Fabricius, 1807"
 ]
}

 The dataset includes 12728 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031214-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-228876
title: The Word of Truth, 2008, vol. 19, no. 9 = Cuvantul Adevarului, 2008, anul XIX, nr 9

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.2rws7w
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphinx morio Rothschild & Jordan, 1903",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 235 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130358-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-228867
title: The Word of Truth, 2008, vol. 19, no. 9 = Cuvantul Adevarului, 2008, anul XIX, nr 9

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.jdbpmq
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aletris foliosa (Maxim.) Bureau & Franch."
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009546-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mrxx2
title: Occurrence Download

description: A dataset containing 470638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fragaria vesca L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 470638 records from 1299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032124-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5ekzq
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Grimmia lawiana J.H.Willis",
 "Year 1970-2023"
 ]
}

 The dataset includes 61 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012664-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfrlkg
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia argentea"
 ]
}

 The dataset includes 62 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003290-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26gymk
title: Occurrence Download

description: A dataset containing 248774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Florida Herbarium (FLAS)"
 ]
}

 The dataset includes 248774 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046626-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw7oz0
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodococcus perornatus (Cockerell & Parrott, 1899)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003290-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v4h2c
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Platanthera hookeri (Torr.) Lindl."
 ]
}

 The dataset includes 274 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030605-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpfskp
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Plectrohyla hartwegi Duellman, 1968",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003290-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvat6t
title: Occurrence Download

description: A dataset containing 647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección Ornitológica - Museo de Historia Natural Unillanos"
 ]
}

 The dataset includes 647 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046635-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3xrni
title: Occurrence Download

description: A dataset containing 64177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolopax minor J.F.Gmelin, 1789"
 ]
}

 The dataset includes 64177 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003290-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.