cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ddh26s
title: Occurrence Download

description: A dataset containing 919 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-77.04492 3.88329,-77.04609 3.8818,-77.0433 3.88098,-77.04145 3.88214,-77.03751 3.88469,-77.03345 3.88435,-77.03194 3.8862,-77.0302 3.88319,-77.02707 3.88574,-77.02023 3.88725,-77.01594 3.88898,-76.98684 3.88168,-76.97908 3.88481,-76.97224 3.88249,-76.9676 3.87762,-76.96435 3.87762,-76.96238 3.88098,-76.96505 3.88388,-76.97502 3.88759,-77.0011 3.89339,-77.01003 3.89559,-77.01536 3.89571,-77.02035 3.89332,-77.02661 3.89,-77.0324 3.88734,-77.03654 3.8866,-77.04013 3.88559,-77.04492 3.88329))"
 ]
}

 The dataset includes 919 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031671-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdat9a
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synchiropus ocellatus (Pallas, 1770)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 205 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004571-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3ywo0
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola argenteria Moraldo & Forneris",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 150 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004571-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tydp2k
title: Occurrence Download

description: A dataset containing 1214240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 2017-2022"
 ]
}

 The dataset includes 1214240 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025042-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4najgs
title: Occurrence Download

description: A dataset containing 1878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is Registro de Fauna Silvestre en el Inventario Nacional Forestal y de Fauna Silvestre-SERFOR, Perú",
 "GadmGid is PER.17_1",
 "Year 1985-2021"
 ]
}

 The dataset includes 1878 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066308-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dpmur
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chordifex gracilior (F.Muell. ex Benth.) B.G.Briggs & L.A.S.Johnson"
 ]
}

 The dataset includes 68 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136986-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt0xpw
title: Occurrence Download

description: A dataset containing 2337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bambusa vulgaris Schrad."
 ]
}

 The dataset includes 2337 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004571-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qs5sk
title: Occurrence Download

description: A dataset containing 3637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myzus persicae (Sulzer, 1776)"
 ]
}

 The dataset includes 3637 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066310-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvtmgx
title: Occurrence Download

description: A dataset containing 7915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thysanocarpus Hook."
 ]
}

 The dataset includes 7915 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004571-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdb9gt
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.02233 -33.70609,-70.77532 -33.70568,-70.78363 -33.46572,-71.02898 -33.4624,-71.02233 -33.70609))",
 "TaxonKey is Porlieria chilensis I.M.Johnst."
 ]
}

 The dataset includes 297 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047451-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd45vv
title: Occurrence Download

description: A dataset containing 7009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Physeter macrocephalus Linnaeus, 1758",
 "Year 1970-2000"
 ]
}

 The dataset includes 7009 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198290-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4fkvk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Plantago napiformis (Rahn) Hassemer"
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047452-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vi2e3i
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus bungeana Zucc. ex Endl."
 ]
}

 The dataset includes 300 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004571-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqr86g
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus trinervis Z.Wang & S.L.Tung"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082593-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncqsyt
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario de Murciélagos Buenos Aires, Tauramena, Casanare"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004571-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsmwwt
title: Occurrence Download

description: A dataset containing 10875137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico"
 ]
}

 The dataset includes 10875137 records from 2339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047470-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkn7wv
title: Occurrence Download

description: A dataset containing 584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zostera noltii Hornem.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 584 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002713-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhewnk
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scholtzia prostrata Rye"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192950-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d74369
title: Occurrence Download

description: A dataset containing 931397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.46097 47.198,-123.41256 47.19799,-123.46952 51.871,-123.5013 51.871,-123.46097 47.198))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 931397 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050448-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkxxrb
title: Occurrence Download

description: A dataset listing the 3749 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiverskripsi: Biodiversity Theses Database"
 ]
}

 The dataset's 3749 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047218-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uefg4f
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer acuminatum Wall. ex D.Don"
 ]
}

 The dataset includes 393 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063358-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysgkyz
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "TaxonKey is Cassine peragua L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 385 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017977-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0tc2ui
title: Occurrence Download

description: A dataset containing 54046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonatum verticillatum (L.) All."
 ]
}

 The dataset includes 54046 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034578-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah1baf
title: Occurrence Download

description: A dataset containing 6842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manacus manacus (Linnaeus, 1766)"
 ]
}

 The dataset includes 6842 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002713-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xsrmq
title: Occurrence Download

description: A dataset containing 4827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mimulus guttatus DC."
 ]
}

 The dataset includes 4827 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035259-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ef5b3
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Specimen)",
 "TaxonKey is one of (Pitangus sulphuratus (Linnaeus, 1766))"
 ]
 }
 ]
}

 The dataset includes 425 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022210-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.623bbg
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Censo poblacional de Canquén Colorado (Chloephaga rubidiceps) en la Región de Magallanes y de la Antártica Chilena"
 ]
}

 The dataset includes 190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022212-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9w6p3
title: Occurrence Download

description: A dataset containing 4125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum lyratum Thunb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4125 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110618-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sf4wrq
title: Occurrence Download

description: A dataset containing 774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum macrocarpon L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 774 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110619-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnpb2x
title: Occurrence Download

description: A dataset containing 1720590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is United States of America",
 "Geometry POLYGON((-125.58010 27.30324,-62.03355 27.30324,-62.03355 58.54695,-125.58010 58.54695,-125.58010 27.30324))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antigone canadensis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1720590 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110612-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37f7e7
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum mammosum L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 822 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110620-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exawzv
title: Occurrence Download

description: A dataset containing 377557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tringa erythropus (Pallas, 1764)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 377557 records from 453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110615-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yz9u76
title: Occurrence Download

description: A dataset containing 761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum medians Bitter)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 761 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110621-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12800705
title: Dataset 1 for paper: "Estimation of free energy of ligand binding using Multi-eGO"

description: The dataset 1 contains Lysozyme-Benzene dataset:



APO training, reference and multi-eGO simulations

HOLO training, reference and multi-eGO simulations

 Thermodynamic integration calculations, Volume based metadynamics
DOI: 10.5281/zenodo.12800706
title: Dataset 1 for paper: "Estimation of free energy of ligand binding using Multi-eGO"

description: The dataset 1 contains Lysozyme-Benzene dataset:



APO training, reference and multi-eGO simulations

HOLO training, reference and multi-eGO simulations

 Thermodynamic integration calculations, Volume based metadynamics
DOI: 10.5281/zenodo.12800759
title: Dataset 2 for paper "Esimation of free energy of ligand binding using Multi-eGO"

description: Dataset2 contains Kinase dataset and part of Lysozyme-Benzene dataset:

LYZ-BNZ:



Unbiased binding simulations


Kinase:



APO trainng, reference, and multi-eGO simulations

HOLO training, reference and multi-eGO simulations of both Dasatinib and PP1

Thermodynamic integration of both Dasatinib and PP1
DOI: 10.5281/zenodo.12800760
title: Dataset 2 for paper "Esimation of free energy of ligand binding using Multi-eGO"

description: Dataset2 contains Kinase dataset and part of Lysozyme-Benzene dataset:

LYZ-BNZ:



Unbiased binding simulations


Kinase:



APO trainng, reference, and multi-eGO simulations

HOLO training, reference and multi-eGO simulations of both Dasatinib and PP1

Thermodynamic integration of both Dasatinib and PP1
DOI: 10.15468/dl.v6a8am
title: Occurrence Download

description: A dataset containing 9688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum melongena L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9688 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110622-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12800767
title: Dataset 3 for paper: "Estimation of free energy of ligand binding using Multi-eGO"

description: Dataset 3 contains Abeta42 dataset:



APO: reference and multi-eGO simulations

HOLO: reference and multi-eGO simualtions

Titration at multiple concentrations with two different multi-eGO parameters
DOI: 10.5281/zenodo.12800768
title: Dataset 3 for paper: "Estimation of free energy of ligand binding using Multi-eGO"

description: Dataset 3 contains Abeta42 dataset:



APO: reference and multi-eGO simulations

HOLO: reference and multi-eGO simualtions

Titration at multiple concentrations with two different multi-eGO parameters
DOI: 10.5281/zenodo.10409145
title: A multi-center MRI dataset for bladder cancer and baseline evaluations of federated learning in its clinical application

description: Bladder cancer (BCa), as the most common malignant tumor of the urinary system, has received significant attention in research on the clinical application of artificial intelligence algorithms. Nevertheless, it has been observed that certain investigations employ data from diverse medical facilities to train models for BCa, thereby posing a potential risk of leaking patients' privacy. Ensuring the privacy of patients during the training of machine learning algorithms is a vital consideration that deserves significant attention. Federated learning (FL) is an emerging machine learning paradigm that enables multiple entities to collaboratively build machine learning models while preserving data privacy and security. In this study, we present a multi-center BCa magnetic resonance imaging (MRI) dataset,  aimed at evaluating the baseline performance of FL. The dataset comprises 275 three-dimensional bladder T2-weighted MRI scans collected from four medical centers, and each scan includes diagnostic pathological labels for muscle invasion and fine pixel-level annotations of tumor contours. Four FL methods are used to assess the baseline of the dataset for both the task of diagnosing muscle-invasive bladder cancer and automatic bladder tumor lesion segmentation.
description: The BCa dataset is provided under the terms of the Creative Commons Attribution 4.0 International (CC-BY-4.0) license (CC BY 4.0 Deed | Attribution 4.0 International | Creative Commons), aiming to promote open and collaborative research. Authors using this dataset for publications are respectfully requested to cite the original paper. We encourage contributors to openly share their methods and models, thereby enhancing reproducibility and advancing the field of medical imaging research.