cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.eeq82c
title: Occurrence Download

description: A dataset containing 23992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.900759257043696 48.23747308478536, 16.922533032363894 48.39589285419203, 16.686309942675752 48.41044311539586, 16.66526857828433 48.25197073307303, 16.900759257043696 48.23747308478536))"
 ]
}

 The dataset includes 23992 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015293-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/14fb5699-879e-4632-b7cc-fcb04930d9f7
title: Data underlying the PhD dissertation: Contacting Magnetic Nano-Objects for Quantum Transport Measurements

description: The raw data and analysis scripts used in the dissertation named "Contacting Magnetic Nano-Objects for Quantum Transport Measurements" by Tristan Bras at the Delft University of Technology. The files are sorted by chapter, each zip file contains a Readme.txt file explaining the naming of the data, as well as a Files used for figures.txt explaining which datafiles were used to create the presented figures.<br>In the dissertation, experimental work is presented on magnetic nano-objects, which are contacted either in a mechanically-controlled break junction setup, or by using nanogaps. Electronic transport measurements are conduct to investigate the effect of the magnetic character of the nano-objects on the transport.<br>Chapter 5 has been published under the following doi: https://doi.org/10.1021/acs.jpcc.4c05860.
DOI: 10.4121/14fb5699-879e-4632-b7cc-fcb04930d9f7.v1
title: Data underlying the PhD dissertation: Contacting Magnetic Nano-Objects for Quantum Transport Measurements

description: The raw data and analysis scripts used in the dissertation named "Contacting Magnetic Nano-Objects for Quantum Transport Measurements" by Tristan Bras at the Delft University of Technology. The files are sorted by chapter, each zip file contains a Readme.txt file explaining the naming of the data, as well as a Files used for figures.txt explaining which datafiles were used to create the presented figures.<br>In the dissertation, experimental work is presented on magnetic nano-objects, which are contacted either in a mechanically-controlled break junction setup, or by using nanogaps. Electronic transport measurements are conduct to investigate the effect of the magnetic character of the nano-objects on the transport.<br>Chapter 5 has been published under the following doi: https://doi.org/10.1021/acs.jpcc.4c05860.
DOI: 10.15468/dl.jej8e6
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Comstockaspis perniciosa (Comstock), 1881"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015301-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14967805
title: Dataset for: A competitive disinhibitory network for robust optic flow processing in Drosophila

description: In this repository you will find the datasets used in the publication: "A competitive disinhibitory network for robust optic flow processing in Drosophila" - Erginkaya et al., 2025.

https://doi.org/10.1038/s41593-025-01948-9
DOI: 10.5281/zenodo.14967806
title: Dataset for: A competitive disinhibitory network for robust optic flow processing in Drosophila

description: In this repository you will find the datasets used in the publication: "A competitive disinhibitory network for robust optic flow processing in Drosophila" - Erginkaya et al., 2025.

https://doi.org/10.1038/s41593-025-01948-9
DOI: 10.15468/dl.j3d7sx
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albizia anthelmintica (A.Rich.) Brongn."
 ]
}

 The dataset includes 1117 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015302-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15494857
title: Design models for de novo RADs and MBHs
DOI: 10.5281/zenodo.15494858
title: Design models for de novo RADs and MBHs
DOI: 10.15468/dl.mv4zvx
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Panama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passiflora chocoensis G.Gerlach & Ulmer"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015305-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/nj9g-n240
title: "MNAF-Net"

description: "Step1:Download the public dataset from https:\/\/github.com\/luoyunan\/DTINet.Step2:Extraction of 2D Molecular Graphs for DrugsSMILES strings were converted into 2D molecular graph structures using the RDKit toolkit. The visual representations of these structures were stored in graph files, accompanied by the generation of adjacency matrices and edge adjacency matrices.The visual representations of these structures are stored in \u201cgraph\u201d files.Step3:Feature Extraction from 2D Molecular GraphsA Graph-Cross Modal Attention Network (GCMANet) was designed to iteratively update node and edge features, progressively aggregating local structural information.Step4:3D Graph Construction for Target ProteinsThe FASTA sequences of target proteins were mapped to UniProt IDs using the UniProt database.AlphaFold II\/III or Protein Data Bank Database\uff08PDB\uff09 were employed to predict 3D protein structures. Predicted structures were stored as PDB files.The generated PDB structures are stored in \u201cgraph\u201d files.Step5:Feature Extraction from 3D Protein StructuresAtomic-level features:3D coordinate matrix of C\u03b1 atoms\u3001Residue distance matrix\u3001Contact matrixResidue-level features:Amino acid types encoded via one-hot vectors\u3001Physicochemical properties.Geometric and topological descriptors:Cosine similarity between residue pairs\u3001Dihedral angles.Structural features were systematically stored in \u201cfeature\u201d files."
DOI: 10.15468/dl.ks735c
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmia niveata (Fabricius, 1804)",
 "Year 1000-2025"
 ]
}

 The dataset includes 496 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015306-250515123054153/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/11919325
title: e-IPO Indonesia Data - Investment
DOI: 10.5281/zenodo.14938091
title: MSc Thesis Phantoms

description: A collection of phantoms used for experiments conducted in the following Master's Thesis:Contributions to Advanced Magnetic Resonance Imaging Simulation: A Model for Dynamic Simulation and a Web Interface for Pulse Sequence Development and Visualization

All files in this database must be dumped into the /tfm/phantoms directory of: https://github.com/pvillacorta/KomaMotionExperiments.
DOI: 10.5281/zenodo.14938092
title: MSc Thesis Phantoms

description: A collection of phantoms used for experiments conducted in the following Master's Thesis:Contributions to Advanced Magnetic Resonance Imaging Simulation: A Model for Dynamic Simulation and a Web Interface for Pulse Sequence Development and Visualization

All files in this database must be dumped into the /tfm/phantoms directory of: https://github.com/pvillacorta/KomaMotionExperiments.
DOI: 10.5281/zenodo.14984766
title: MSc Thesis Phantoms

description: A collection of phantoms used for experiments conducted in the following Master's Thesis:Contributions to Advanced Magnetic Resonance Imaging Simulation: A Model for Dynamic Simulation and a Web Interface for Pulse Sequence Development and Visualization

All files in this database must be dumped into the /tfm/phantoms directory of: https://github.com/pvillacorta/KomaMotionExperiments.
DOI: 10.15468/dl.kcy3an
title: Occurrence Download

description: A dataset containing 66070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Polemonium L."
 ]
}

 The dataset includes 66070 records from 587 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015303-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b9j55
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kotschya oubanguiensis (Tisser.) Verdc."
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002027-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubhzvy
title: Occurrence Download

description: A dataset containing 1752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rubus corchorifolius L.fil.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1752 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066985-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyz5tb
title: Occurrence Download

description: A dataset containing 124530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-75.0",
 "DatasetKey is one of (Vascular Plants, Field notes, Oslo (O), Norwegian Species Observation Service, Biofokus, Norwegian Biodiversity Information Centre - Other datasets, Vascular Plant Herbarium, Oslo (O) UiO)",
 "Geometry POLYGON((6.44998 59.11828,9.33009 59.11828,9.33009 61.16589,6.44998 61.16589,6.44998 59.11828))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 124530 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261207-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.peuukk
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium farreri Stapf",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264331-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8jytv
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tragus koelerioides Asch.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 309 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066984-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b66evn
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reinhardtia paiewonskiana Read, Zanoni & M.M.Mejía"
 ]
}

 The dataset includes 31 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268249-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb2bhr
title: Occurrence Download

description: A dataset containing 6741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gadiformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6741 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261263-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk53sv
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium pylzowianum Maxim.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 232 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264336-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qyznu
title: Occurrence Download

description: A dataset containing 2595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orthopappus angustifolius (Sw.) Gleason"
 ]
}

 The dataset includes 2595 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055259-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20363/zfmk-coll.mammalia-2024-06
title: ZFMK Mammalia collection

description: The mammalian collection at the Leibniz Institut for the Analysis of Bidiversity Change - Museum Koenig Bonn houses about 100,000 specimens representing 1,800 species of mammals. All recent orders and 87% of the families are represented. There are 100 primary type specimens (holo-, lecto- and neotypes) and 500 paratypes; including those of extinct species.
DOI: 10.15468/dl.chjtfq
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium delavayi Franch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264330-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4ka9s
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gasterosteiformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 577 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261264-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.484xf7
title: Occurrence Download

description: A dataset containing 575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zanthoxylum rhetsa (Roxb.) DC."
 ]
}

 The dataset includes 575 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268224-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ue2xkk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum oligocarpum J.Krause",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264343-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1111
title: Estimated energy, macronutrient and micronutrient supply for Zambia 1961 to 2013 – Raw data

description: The dataset contains Zambia's per capita nutrient supply data for dietary energy, protein, fat, carbohydrate, fibre, vitamin B12, vitamin A, vitamin C, thiamine, niacin, folate, riboflavin, zinc, iron and calcium from 1961 to 2013. The data are based on estimated supply data from the Food and Agricultural Organisation (FAO) food balance sheets, which was linked to food items from the West African and United States Department of Agriculture (USDA) food composition tables, and adjusted for regional household food waste data, including household food expenditure from a 2015 Living Conditions and Monitoring Survey, and a Zambian price index. The dataset contains information on nutrient supplies for individual food items and food commodity groups per capita. Columns are organised according to food commodity groups as they appear in FAO food balance sheets.
DOI: 10.15468/dl.j2jstn
title: Occurrence Download

description: A dataset listing the 9 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxonomic revision of the New World genus Ariopsis Gill (Siluriformes: Ariidae), with description of two new species"
 ]
}

 The dataset's 9 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261277-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tedqqj
title: Occurrence Download

description: A dataset containing 13610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycine max (L.) Merr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13610 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264347-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jttwzz
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactris plumeriana Mart."
 ]
}

 The dataset includes 149 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268250-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8shazc
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gonorynchiformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 121 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261269-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e98bum
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glyptopetalum geloniifolium (Chun & F.C.How) C.Y.Cheng, C.Y.Cheng & P.H.Huang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264348-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zfgmp
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roystonea borinquena O.F.Cook"
 ]
}

 The dataset includes 316 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268251-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.736t4x
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stephanoberyciformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 227 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261302-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccg2rj
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium rosthornii R.Knuth",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264337-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7zwdj
title: Occurrence Download

description: A dataset containing 278072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-12-06",
 "EventDate is less than or equal to 2023-01-05",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 278072 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268245-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3rp2a
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Muhlenbergia cuspidata (Torr. ex Hook.) Rydb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 765 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066988-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.