cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.erh4nn
title: Occurrence Download

description: A dataset containing 7388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton praelongus Wulfen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7388 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293511-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erkvty
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella blyttiana (Fr.) F.W.Schultz & Sch.Bip.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 293 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155243-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erpnqu
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callianthemum anemonoides (Zahlbr.) Endl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290508-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esctu6
title: Occurrence Download

description: A dataset containing 3672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hackelia deflexa (Wahlenb.) Opiz",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3672 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262094-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esh3wx
title: Occurrence Download

description: A dataset containing 19953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callitriche hamulata Kütz. ex W.D.J.Koch",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19953 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290538-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esnswz
title: Occurrence Download

description: A dataset containing 5102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus allegheniensis Porter",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5102 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0416568-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.espmcc
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Forsythia europaea Degen & Bald.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 119 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261044-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etbp8x
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryopteris guanchica Gibby & Jermy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 145 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295981-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etdmcq
title: Occurrence Download

description: A dataset containing 883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrus ussuriensis Maxim.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 883 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181298-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etfhkk
title: Occurrence Download

description: A dataset containing 4753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bellardiochloa variegata (Lam.) Kerguélen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4753 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289168-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etjkt5
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymus sibthorpii Benth.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 158 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etjtqy
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachys thirkei K.Koch",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287976-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etqd78
title: Occurrence Download

description: A dataset containing 3030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus nootkatensis Donn ex Sims",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3030 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0416271-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etqubs
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus scaber Weihe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 397 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290371-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etu9uk
title: Occurrence Download

description: A dataset containing 55914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melittis melissophyllum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55914 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264199-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vammt
title: Occurrence Download

description: A dataset containing 154410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetrastes bonasia (Linnaeus, 1758)"
 ]
}

 The dataset includes 154410 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000031-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237338
title: Asplenium harpeodes Kunze. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:31
DOI: 10.5281/zenodo.18237339
title: Asplenium harpeodes Kunze. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:31
DOI: 10.15468/dl.5hgbn4
title: Occurrence Download

description: A dataset containing 922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophioscincus Peters, 1874",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 922 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007997-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwnqs5
title: Occurrence Download

description: A dataset containing 8111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ichthyaetus melanocephalus",
 "HasCoordinate is true",
 "Country is Türkiye",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8111 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028711-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/jmksaw/z89yxx
title: Group.Auto+Neigh.kDistance_l2_k25_div.tab

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/onocr8
title: Neigh.kDistance_l2_k25_max.tab

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/mcverx
title: 5.0_0.0_neigh.html

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/2jii5d
title: 3.0_0.0_neigh.html

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/ninh81
title: 9.0_0.0_neigh.html

description: :unav
DOI: 10.6084/m9.figshare.26867084.v1
title: Precise metabolic modeling in post-omics era: accomplishments and perspectives

description: Microbes have been extensively utilized for their sustainable and scalable properties in synthesizing desired bio-products. However, insufficient knowledge about intracellular metabolism has impeded further microbial applications. The genome-scale metabolic models (GEMs) play a pivotal role in facilitating a global understanding of cellular metabolic mechanisms. These models enable rational modification by exploring metabolic pathways and predicting potential targets in microorganisms, enabling precise cell regulation without experimental costs. Nonetheless, simplified GEM only considers genome information and network stoichiometry while neglecting other important bio-information, such as enzyme functions, thermodynamic properties, and kinetic parameters. Consequently, uncertainties persist particularly when predicting microbial behaviors in complex and fluctuant systems. The advent of the omics era with its massive quantification of genes, proteins, and metabolites under various conditions has led to the flourishing of multi-constrained models and updated algorithms with improved predicting power and broadened dimension. Meanwhile, machine learning (ML) has demonstrated exceptional analytical and predictive capacities when applied to training sets of biological big data. Incorporating the discriminant strength of ML with GEM facilitates mechanistic modeling efficiency and improves predictive accuracy. This paper provides an overview of research innovations in the GEM, including multi-constrained modeling, analytical approaches, and the latest applications of ML, which may contribute comprehensive knowledge toward genetic refinement, strain development, and yield enhancement for a broad range of biomolecules.
DOI: 10.6084/m9.figshare.26867059
title: Necrophages and necrophiles: a review of their antibacterial defenses and biotechnological potential

description: With antibiotic resistance on the rise, there is an urgent need for new antibacterial drugs and products to treat or prevent infection. Many such products in current use, for example human and veterinary antibiotics and antimicrobial food preservatives, were discovered and developed from nature. Natural selection acts on all living organisms and the presence of bacterial competitors or pathogens in an environment can favor the evolution of antibacterial adaptations. In this review, we ask if vultures, blow flies and other carrion users might be a good starting point for antibacterial discovery based on the selection pressure they are under from bacterial disease. Dietary details are catalogued for over 600 of these species, bacterial pathogens associated with the diets are described, and an overview of the antibacterial defenses contributing to disease protection is given. Biotechnological applications for these defenses are then discussed, together with challenges facing developers and possible solutions. Examples include use of (a) the antimicrobial peptide (AMP) gene <i>sarcotoxin IA</i> to improve crop resistance to bacterial disease, (b) peptide antibiotics such as serrawettin W2 as antibacterial drug leads, (c) lectins for targeted drug delivery, (d) bioconversion-generated chitin as an antibacterial biomaterial, (e) bacteriocins as antibacterial food preservatives and (f) mutualistic microbiota bacteria as alternatives to antibiotics in animal feed. We show that carrion users encounter a diverse range of bacterial pathogens through their diets and interactions, have evolved many antibacterial defenses, and are a promising source of genes, molecules, and microbes for medical, agricultural, and food industry product development.
DOI: 10.21233/z1q8-7s47
title: LDDsite2348 ostracode surface sample dataset

description: Raw data for the LDDsite2348 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.xwmmp2
title: Occurrence Download

description: A dataset containing 3213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Atelopus ignescens (Cornalia, 1849)"
 ]
}

 The dataset includes 3213 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026557-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdm8zs
title: Occurrence Download

description: A dataset containing 3213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Atelopus ignescens (Cornalia, 1849)"
 ]
}

 The dataset includes 3213 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026558-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n7tp-ft09
title: Portage Lake plant macrofossil dataset

description: Raw data for the Portage Lake plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.up6cx4
title: Occurrence Download

description: A dataset containing 1333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Namibia",
 "OccurrenceStatus is Present",
 "TaxonKey is Giraffa Brisson, 1762"
 ]
}

 The dataset includes 1333 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026560-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/94bb-fg23
title: Atlantic Lake diatom surface sample dataset

description: Raw data for the Atlantic Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gh9z-3w24
title: Schutsloot Olden Diek (Oude Dijk) pollen dataset

description: Raw data for the Schutsloot Olden Diek (Oude Dijk) pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.fk2vgy
title: Occurrence Download

description: A dataset containing 27180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diaphorina citri Kuwayama, 1908, Cryptococcus fagisuga Lindinger, 1936, Paratachardina pseudolobata Kondo & Gullan, 2007, Orthotomicus erosus Bright & Skidmore, 1997, Adelges piceae (Ratzeburg, 1844), Hylastes ater Erichson, 1836, Vespula germanica (Fabricius, 1793), Sirex noctilio Fabricius, 1773, Aedes aegypti (Linnaeus, 1762), Vespula vulgaris (Linnaeus, 1758), Pachycondyla chinensis (Emery, 1895), Aulacaspis yasumatsui Takagi, 1977, Cactoblastis cactorum (Berg, 1885), Anoplophora chinensis (Forster, 1771), Gonipterus scutellatus Gyllenhal, 1833, Myrmica rubra (Linnaeus, 1758), Ips typographus (C.Linnaeus, 1758), Xyleborus glabratus Eichhoff, 1877, Lymantria dispar Linnaeus, 1758, Tomicus piniperda (C.Linnaeus, 1758), Dendrolimus sibiricus Chetwerikov, 1908)",
 "Year is not null",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 47.3024876979",
 "DecimalLatitude is less than or equal to 54.983104153",
 "DecimalLongitude is greater than or equal to 5.98865807458",
 "DecimalLongitude is less than or equal to 15.0169958839",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 27180 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026562-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc2axc
title: Occurrence Download

description: A dataset containing 21263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Schistidium crassipilum H.H.Blom"
 ]
}

 The dataset includes 21263 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026559-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/qj93-4r38
title: Spring Lake (Ru) diatom bottom sample dataset

description: Raw data for the Spring Lake (Ru) diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5517/ccdc.csd.cc2hmvdd
title: CCDC 2312984: Experimental Crystal Structure Determination

description: Related Article: Hugh W. Tawell, William Robinson, Yuqi Li, Graham J. Tizzard, Simon J. Coles, Avninder S. Bhambra, Mark Edgar, George W. Weaver|2025|RSC Advances|15|12843|doi:10.1039/D5RA02024G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5067/wna-backtraj/2005
title: Western North American FLEXPART Back Trajectory 2005 Data
DOI: 10.5067/wna-backtraj/2006
title: Western North American FLEXPART Back Trajectory 2006 Data
DOI: 10.15468/dl.a8cggf
title: Occurrence Download

description: A dataset containing 411454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Country is Mexico",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Vertebrados terrestres del Corredor Biológico Sierra Madre del Sur, Chiapas, México, Inventario de la biodiversidad de vertebrados terrestres de los Chimalapas, Oaxaca, NABU|naturgucker, Inventario avifaunístico de las áreas focales Zoh-Laguna y La Montaña en el corredor biológico mesoamericano Sian Ka'an-Calakmul, México, Inventario de aves y mamíferos en humedales de Laguna de Términos y Pantanos de Centla en Tabasco y Campeche, Xeno-canto - Bird sounds from around the world, MZFC/Coleccion de Aves, Observation.org, Nature data from around the World, CNAV/Coleccion Nacional de Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (1f00d75c-f6fc-4224-a595-975e82d7689c, e2e717bf-551a-4917-bdc9-4fa0f342c530, ff90b050-c256-11db-b71b-b8a03c50a862, b459e790-0d3c-11d9-8431-b8a03c50a862, 37560003-ae75-43c3-95aa-48c98797aa2a, 14e44f43-7971-4b6e-9e1d-5573d0536509, bb646dff-a905-4403-a49b-6d378c2cf0d9, 49355de0-eb1f-11dc-ad06-b8a03c50a862, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f)",
 "TaxonKey is Thraupidae",
 "Year 1700-2025"
 ]
}

 The dataset includes 411454 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026540-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/pzhn-sk66
title: Slieveanorra testate amoebae surface sample dataset

description: Raw data for the Slieveanorra testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5067/wna-backtraj/2007
title: Western North American FLEXPART Back Trajectory 2007 Data
DOI: 10.5067/wna-backtraj/2008
title: Western North American FLEXPART Back Trajectory 2008 Data