cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6wr7w6
title: Occurrence Download

description: A dataset containing 2471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Manorina melanotis (F.E.Wilson, 1911))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2471 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003276-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwfrdr
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alocasia brisbanensis (F.M.Bailey) Domin"
 ]
}

 The dataset includes 314 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303561-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbny8s
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gastrotheca gracilis Laurent, 1969"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056712-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmy787
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Halpe hindu Evans, 1937"
 ]
}

 The dataset includes 63 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298557-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hh5j9
title: Occurrence Download

description: A dataset containing 2272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporophila albogularis (Spix, 1825))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2272 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303562-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sdea9
title: Occurrence Download

description: A dataset containing 4654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyanoramphus auriceps (Kuhl, 1820))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4654 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003284-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukamkh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum coalitum E.Fourn."
 ]
}

 The dataset includes 9 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056677-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11531318
title: P2PXML Dataset: Deep Geometric Framework to Predict Antibody-Antigen Binding Affinity

description: In drug development, the efficacy of an antibody depends on how the antibody interacts with the target antigen. The strength of these interactions indicates how successful an antibody is in neutralizing an antigen. Therefore, the strength, measured by “binding affinity”, is a critical aspect of antibody engineering. In theory, the higher the binding affinity, the higher the chances are that the antibody is successful against the target antigen. Currently, techniques such as molecular docking and molecular dynamics are utilized in quantifying the binding affinity. However, owing to the computational complexity of the aforementioned techniques, running simulations for large antibodies/antigens remains a daunting task. Despite the commendable improvements in deep learning-based binding affinity prediction, such approaches are highly dependent on the quality of the antibody-antigen structures and they tend to overlook the importance of capturing the evolutionary details of proteins upon mutation. Further, most of the existing datasets for the task only include antibody-antigen pairs related to one antigen variant and, thus, are not suitable for developing comprehensive data-driven approaches. To circumvent the said complexities, we first curate the largest and most generalized datasets for antibody-antigen binding affinity prediction, consisting of both protein sequences and structures. Subsequently, we propose a deep geometric neural network comprising a structure-based model and a sequence-based model that considers both atomistic and evolutionary details when predicting the binding affinity. The proposed framework exhibited a 10% improvement in mean absolute error compared to the state-of-the-art models while showing a strong correlation between the predictions and target values. We release the datasets and code publicly https://drug-discovery-entc.github.io/p2pxml/ to support the development of antibody-antigen binding affinity prediction frameworks for the benefit of science and society.
DOI: 10.15468/dl.zvg466
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Paspalum arundinellum Mez"
 ]
}

 The dataset includes 53 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298553-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ekaa4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenodon venezolanus (Rudd) D.B.O.S.Cardoso & H.C.Lima"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003278-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyq95m
title: Occurrence Download

description: A dataset containing 3833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporophila peruviana (P.A.Lesson, 1842))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3833 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303563-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znpcs2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum costae Occhioni"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056682-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77a8qb
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnothera clarae W.Blasius, 1890)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 629 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298563-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehasee
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema acarii Gemici & Leblebici"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003322-230224095556074/datasets/export for details.
DOI: 10.15468/dl.csw74s
title: Occurrence Download

description: A dataset containing 32960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iguana iguana (Linnaeus, 1758)"
 ]
}

 The dataset includes 32960 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303582-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n37pqs
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum boliviense Schltr."
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056669-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8wpfr
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cinnyris rockefelleri Chapin, 1932)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298589-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg3rek
title: Occurrence Download

description: A dataset containing 2106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonomia Walker, 1855"
 ]
}

 The dataset includes 2106 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003286-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czubq2
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Megabalanus tulipiformis (Ellis, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067719-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj92ur
title: Occurrence Download

description: A dataset containing 20426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diglossa sittoides (d'Orbigny & Lafresnaye, 1838))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20426 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303586-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zucvqh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum boudetii Fontella & Goes"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056670-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkyh86
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeschynomene viscosa Vatke"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003293-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11553021
title: Chapter 5
DOI: 10.15468/dl.92yukr
title: Occurrence Download

description: A dataset containing 5004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diglossa glauca P.L.Sclater & Salvin, 1876)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5004 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303605-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xntn8x
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum brachystephanum (Malme) Malme"
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056672-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11553020
title: Chapter 5
DOI: 10.15468/dl.7v5xn5
title: Occurrence Download

description: A dataset containing 2961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leioptila annectens Blyth, 1847)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2961 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298578-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsnwhc
title: Occurrence Download

description: A dataset containing 1903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prunella himalayana (Blyth, 1842))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1903 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003294-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qusvdx
title: Occurrence Download

description: A dataset containing 676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Liriope spicata Lour."
 ]
}

 The dataset includes 676 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303607-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6ybqp
title: Occurrence Download

description: A dataset containing 223184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthus novaeseelandiae (Gmelin, 1789))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 223184 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298575-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9ussb
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agelastes niger (Cassin, 1857))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 98 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003313-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nj2cp
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarkia tembloriensis subsp. calientensis (Vasek) K.E.Hols."
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067720-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c9yxr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dionaea muscipula",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009537-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgqnjp
title: Occurrence Download

description: A dataset containing 983953660 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 983953660 records from 19607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025277-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uastyf
title: Occurrence Download

description: A dataset containing 41038 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Dormouse Database (NDD)"
 ]
}

 The dataset includes 41038 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010251-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15319923
title: Is Airbus Superior to Boeing After the Two Boeing 737 MAX Crashes?

description: This research examines the shifting competitive dynamics between Airbus and Boeing following the 737 MAX crisis, triggered by two fatal crashes (Lion Air Flight 610 and Ethiopian Airlines Flight 302). Utilizing a mixed-methods approach, combining case analysis, comparative evaluation of aircraft models (737 MAX vs A320neo), and financial/market data to assess the repercussions for both manufacturers. Key findings reveal significant declines in Boeing’s market share, stock price, and public trust due to safety failures and regulatory scrutiny, while Airbus capitalized on these challenges by expanding A320neo orders and reinforcing its reputation for reliability. The paper further explores broader implications for aviation safety, corporate governance, and the duopoly’s future amid emerging competitors like COMAC.
DOI: 10.5281/zenodo.15319924
title: Is Airbus Superior to Boeing After the Two Boeing 737 MAX Crashes?

description: This research examines the shifting competitive dynamics between Airbus and Boeing following the 737 MAX crisis, triggered by two fatal crashes (Lion Air Flight 610 and Ethiopian Airlines Flight 302). Utilizing a mixed-methods approach, combining case analysis, comparative evaluation of aircraft models (737 MAX vs A320neo), and financial/market data to assess the repercussions for both manufacturers. Key findings reveal significant declines in Boeing’s market share, stock price, and public trust due to safety failures and regulatory scrutiny, while Airbus capitalized on these challenges by expanding A320neo orders and reinforcing its reputation for reliability. The paper further explores broader implications for aviation safety, corporate governance, and the duopoly’s future amid emerging competitors like COMAC.
DOI: 10.15468/dl.z3q9cv
title: Occurrence Download

description: A dataset containing 8319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Mexico)",
 "TaxonKey is Calystegia macrostegia (Greene) Brummitt"
 ]
}

 The dataset includes 8319 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010250-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3wst8
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysimachia angustiloba (Engl.) U.Manns & Anderb."
 ]
}

 The dataset includes 159 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027585-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugvuk3
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Handroanthus coralibe (Standl.) S.O.Grose"
 ]
}

 The dataset includes 367 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124272-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stufqg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atractus edioi Da Silva, Rodrigues Silva, Ribeiro, Souza & Do Amaral Souza, 2005, Atractus eriki Esqueda, La Marca & Bazó, 2007)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049311-230224095556074/datasets/export for details.