cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5cpvv2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guatteria dotana"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053854-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rtdy6
title: Occurrence Download

description: A dataset containing 57286 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fish Specimens"
 ]
}

 The dataset includes 57286 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053840-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7b5aw
title: Occurrence Download

description: A dataset containing 295395 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Thymus caespititius, Thymus daenensis, Narcissus somedanus, Narcissus consolationis, Narcissus albimarginatus, Trillium albidum, Trillium ovatum, Narcissus, Thymus pallidus, Cerinthe major, Artemisia thuscula, Artemisia santonicum, Thymus jankae, Thymus jimenezii, Grevillea eriostachya, Hakea bicornata, Hakea leucoptera, Hakea lissocarpha, Hakea neurophylla, Grevillea didymobotrya, Hakea anadenia, Parsonsia purpurascens, Narcissus portomosensis, Stenanthemum liberum, Grevillea acerata, Grevillea longifolia, Grevillea minutiflora, Grevillea oxyantha, Grevillea rogersoniana, Grevillea shuttleworthiana, Grevillea thelemanniana, Grevillea thyrsoides, Grevillea zygoloba, Narcissus cofinyalensis, Tridax platyphylla, Hakea asperma, Dudleya verityi, Stenanthemum nanum, Thymus faustinoi, Grevillea infundibularis, Grevillea microstegia, Grevillea rosieri, Grevillea spinosa, Grevillea sulcata, Hakea propinqua, Grevillea caleyi, Grevillea candelabroides, Grevillea concinna, Syncolostemon rotundifolius, Narcissus andorranus, Narcissus bicolor, Narcissus miniatus, Sarga leioclada, Hedysarum grandiflorum, Herniaria erckertii, Filago congesta, Cochemiea thomasii, Ficus coronata, Gastrolobium alternifolium, Bernardia mazatlana, Sagittaria sanfordii, Hesperocyparis stephensonii, Microcorys tenuifolia, Thymus aznavourii, Cerinthe retorta, Stenanthemum intricatum, Cakile arabica, Grevillea byrnesii, Grevillea levis, Grevillea montana, Grevillea wilsonii, Hakea preissii, Thymus oenipontanus, Parapolystichum munitum, Ficus cotinifolia, Cerinthe palaestina, Grevillea floripendula, Atractylis phazaniae, Atractylis serratuloides, Grevillea diminuta, Grevillea erectiloba, Hakea brachyptera, Gastrolobium glaucum, Gastrolobium musaceum, Gastrolobium plicatum, Gastrolobium reflexum, Thymus algeriensis, Thymus riatarum, Narcissus dubius, Amphibromus whitei, Alcea peduncularis, Trymalium elachophyllum, Narcissus jonquilla, Narcissus nevadensis, Narcissus chevassutii, Grevillea stenostachya, Hakea sulcata, Cicerbita mulgedioides, Grevillea decurrens, Herniaria saxatilis)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 295395 records from 1454 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053826-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/9pwy-yf79
title: LibreChat-TEST
DOI: 10.6084/m9.figshare.30381034.v2
title: Dissolved organic matter in the (sub)tropical western North Pacific (Zhang et al., 2025)

description: Metadata
DOI: 10.7910/dvn/brumcg
title: "NeuroRenderedFake: A Challenging Benchmark to Detect Fake Images Generated by Advanced Neural Rendering Methods," Advances in Neural Information Processing Systems, 2025.

description: The remarkable progress in neural-network-driven visual data generation, especially
with neural rendering techniques like Neural Radiance Fields and 3D Gaussian
splatting, offers a powerful alternative to GANs and diffusion models. These meth-
ods can generate high-fidelity images and lifelike avatars, highlighting the need for
robust detection methods. However, the lack of any large dataset containing images
from neural rendering methods becomes a bottleneck for the detection of such
sophisticated fake images. To address this limitation, we introduce NeuroRendered-
Fake, a comprehensive benchmark for evaluating emerging fake image detection
methods. Our key contributions are threefold: (1) A large-scale dataset of fake
images synthesized using state-of-the-art neural rendering techniques, significantly
expanding the scope of fake image detection beyond generative models; (2) A
cross-domain evaluation protocol designed to assess the domain gap and common
artifacts between generative and neural rendering-based fake images; and (3) An
in-depth spectral energy analysis that reveals how frequency domain characteris-
tics influence the performance of fake image detectors. We train representative
detectors, based on spatial, spectral, and multimodal architectures, on fake images
generated by both generative and neural rendering models. We evaluate these
detectors on 15 groups of fake images synthesized by cutting-edge neural render-
ing models, generative models, and combined methods that can exhibit artifacts
from both domains. Additionally, we provide insightful findings through detailed
experiments on degraded fake image detection and the impact of spectral features,
aiming to advance research in this critical area.
DOI: 10.15468/dl.f94bkd
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guatteria elegantissima"
 ]
}

 The dataset includes 80 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053861-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f5ejj
title: Occurrence Download

description: A dataset containing 2754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.49758 14.15967,-76.20719 14.15967,-76.20719 31.49991,-119.49758 31.49991,-119.49758 14.15967))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies religiosa"
 ]
}

 The dataset includes 2754 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053862-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15529874
title: Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models

description: This repository contains the code and resources used in the paper titled 'Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models.' It includes data preprocessing scripts, custom Transformer and LSTM architectures, as well as training and evaluation pipelines.
DOI: 10.5281/zenodo.17429944
title: Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models

description: This repository contains the code and resources used in the paper titled 'Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models.' It includes data preprocessing scripts, custom Transformer and LSTM architectures, as well as training and evaluation pipelines.
DOI: 10.15468/dl.pmce9y
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix irrorata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 840 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053863-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30381034.v3
title: Dissolved organic matter in the subtropical western North Pacific

description: Metadata
DOI: 10.15468/dl.9fdcnz
title: Occurrence Download

description: A dataset containing 48711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Continent is Africa",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 48711 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053864-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7r2d7
title: Occurrence Download

description: A dataset containing 9213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Frangula alnus subsp. alnus, Frangula rupestris (Scop.) Schur, Frankenia corymbosa Desf., Frankenia hirsuta L., Frankenia laevis L., Frankenia pulverulenta L., Frankenia pulverulenta subsp. pulverulenta, Fraxinus americana L., Fraxinus angustifolia Vahl, Fraxinus angustifolia subsp. angustifolia)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 9213 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069501-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.640i2k
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphium cloanthus Westwood, 1841"
 ]
}

 The dataset includes 287 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021627-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahdvgy
title: Occurrence Download

description: A dataset containing 8195 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Invertebrates of the river Tana Basin in Kenya available at the National Museums of Kenya's Natural History Collections, Invertebrates Zoology Section"
 ]
}

 The dataset includes 8195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101738-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aadfxj
title: Occurrence Download

description: A dataset containing 180387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fraxinus angustifolia subsp. oxycarpa (M.Bieb. ex Willd.) Franco & Rocha Afonso, Fraxinus angustifolia subsp. oxycarpa (M.Bieb. ex Willd.) Franco & Rocha Afonso, Fraxinus excelsior L., Fraxinus excelsior subsp. coriariifolia (Scheele) A.E.Murray, Fraxinus mandshurica Rupr., Fraxinus ornus L., Fraxinus ornus subsp. ornus, Fraxinus pallisiae Wilmott, Fraxinus pennsylvanica Marshall, Freesia refracta (Jacq.) Klatt)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 180387 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069502-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzcudz
title: Occurrence Download

description: A dataset containing 1867 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mushroom Collection in BCRC"
 ]
}

 The dataset includes 1867 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009288-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n77u6j
title: Occurrence Download

description: A dataset containing 11526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 11526 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130936-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdjejr
title: Occurrence Download

description: A dataset containing 2028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fumaria ×chevallieri E.G.Camus, 1896, Fumaria ×hanryi A.Camus, Fumaria agraria Lag., Fumaria barnolae Sennen & Pau, Fumaria bastardii Boreau, Fumaria bicolor Nicotra, Fumaria bracteosa Pomel, Fumaria capreolata L., Fumaria capreolata L., Fumaria densiflora DC.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 2028 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069512-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7z4y2m
title: Occurrence Download

description: A dataset containing 2140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea bellii (Gray, 1850)"
 ]
}

 The dataset includes 2140 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009770-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sv2zr
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "DatasetKey is one of (Herbario Universidad de Antioquia (HUA), Tropicos Specimens Non-MO, Herbario Nacional Colombiano (COL), Herbario Joaquín Antonio Uribe de Medellín (JAUM), Herbario Pontificia Universidad Javeriana, Harvard University Herbaria: All Records, Tropicos MO Specimen Data, NMNH Extant Specimen Records (USNM, US))",
 "HasCoordinate is false",
 "StateProvince is Putumayo",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 712 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069513-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb6bot
title: Occurrence Download

description: A dataset containing 3863788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3863788 records from 666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009773-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt2nn8
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphelenchidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2000"
 ]
}

 The dataset includes 212 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133136-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6p8fh
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium eruptivum Krendl, Galium exaltatum Krendl, Galium extensum Krendl, Galium flavescens Borbás ex Simonk., Galium floribundum Sm., Galium floribundum subsp. floribundum, Galium fruticosum Willd., Galium glaucophyllum Em.Schmid, Galium glaucum L., Galium glaucum subsp. glaucum)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 278 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069533-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw7sae
title: Occurrence Download

description: A dataset containing 4451 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 {
 "or" : [
 "Month is November",
 "Month is October",
 "Month is September"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Bartramia longicauda (Bechstein, 1812)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4451 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009798-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g7bar
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium oahuense (Meyen) Aellen"
 ]
}

 The dataset includes 590 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101744-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv5vsk
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Liosomaphis berberidis (Kaltenbach, 1843))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 172 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042745-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewb7bf
title: Occurrence Download

description: A dataset containing 5460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia epipsodea Butler, 1868",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 5460 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069527-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8bpjm
title: Occurrence Download

description: A dataset containing 112680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinochloa crus-galli (L.) P.Beauv."
 ]
}

 The dataset includes 112680 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009800-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rczhh
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-119.19617 10.77395,-94.84497 10.77395,-94.84497 33.8362,-119.19617 33.8362,-119.19617 10.77395))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myriopteris mexicana (Davenp.) Grusz & Windham"
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134568-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.