cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18242609
title: Functional element predicted by BioSeq2Seq
DOI: 10.5281/zenodo.18242608
title: Functional element predicted by BioSeq2Seq
DOI: 10.5281/zenodo.18253767
title: Chloris distichophylla var. argentina Hack. 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 16:44
DOI: 10.5281/zenodo.18253768
title: Chloris distichophylla var. argentina Hack. 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 16:44
DOI: 10.15468/dl.ggqb7q
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.20_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011086-260108223611665/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.31072861
title: Dataset for the submitted manuscript "Fitness-driven virulence evolution in <i>Bacillus</i> via group selection bypasses classic trade-off"

description: Social evolution theories of virulence posit a trade-off between pathogen replication and the cost of producing public goods, which are susceptible to exploitation by cheating mutants. This conflict constrains stable investment in shared virulence factor. Here, we demonstrate that group selection can circumvent this evolutionary constraint. Using the entomopathogenic <i>Bacillus thuringiensis</i>, which is safe for humans, as a model, we conducted ~200 generations of alternating serial passage <i>in vivo</i> (within insect host) and <i>in vitro</i>. This group selection yielded a stably inherited lineage with a virulence increase of over 20%, while other lineages showed fluctuating but non-significant changes in virulence. The virulent enhancement was uncoupled from changes in public goods (toxin) production and did not trade-off against replication or sporulation. Instead, higher virulence was attributable to increase within-host fitness: increased survival in the host midgut and more efficient translocation into the hemocoel. Furthermore, the competitive fitness of virulence-increased lineage was also stronger in their population. Pool-Sequencing Time Series analysis revealed that the higher virulence lineage showed the frequencies of certain genes remained at a low level, while other lineages showed more similar polymorphism with<i> in vitro</i> passaged control. This divergence in evolutionary trajectory underscores that the adaptation to the host was the primary driver of increased virulence. Our findings reveal a non-canonical evolutionary trajectory to virulence that operates through group-selected fitness benefits without public goods trade-offs.
DOI: 10.6084/m9.figshare.31072861.v1
title: Dataset for the submitted manuscript "Fitness-driven virulence evolution in <i>Bacillus</i> via group selection bypasses classic trade-off"

description: Social evolution theories of virulence posit a trade-off between pathogen replication and the cost of producing public goods, which are susceptible to exploitation by cheating mutants. This conflict constrains stable investment in shared virulence factor. Here, we demonstrate that group selection can circumvent this evolutionary constraint. Using the entomopathogenic <i>Bacillus thuringiensis</i>, which is safe for humans, as a model, we conducted ~200 generations of alternating serial passage <i>in vivo</i> (within insect host) and <i>in vitro</i>. This group selection yielded a stably inherited lineage with a virulence increase of over 20%, while other lineages showed fluctuating but non-significant changes in virulence. The virulent enhancement was uncoupled from changes in public goods (toxin) production and did not trade-off against replication or sporulation. Instead, higher virulence was attributable to increase within-host fitness: increased survival in the host midgut and more efficient translocation into the hemocoel. Furthermore, the competitive fitness of virulence-increased lineage was also stronger in their population. Pool-Sequencing Time Series analysis revealed that the higher virulence lineage showed the frequencies of certain genes remained at a low level, while other lineages showed more similar polymorphism with<i> in vitro</i> passaged control. This divergence in evolutionary trajectory underscores that the adaptation to the host was the primary driver of increased virulence. Our findings reveal a non-canonical evolutionary trajectory to virulence that operates through group-selected fitness benefits without public goods trade-offs.
DOI: 10.5281/zenodo.18253774
title: Chloris dusenii Ekman. 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 16:44
DOI: 10.5281/zenodo.18253775
title: Chloris dusenii Ekman. 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 16:44
DOI: 10.34740/kaggle/dsv/4823570
title: US Immigration Statistics (1980-2022)
DOI: 10.15468/dl.9hckue
title: Occurrence Download

description: A dataset containing 14608 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morchella esculenta"
 ]
}

 The dataset includes 14608 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011087-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbj4nw
title: Occurrence Download

description: A dataset containing 107022718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macropus fuliginosus, Cryptoblepharus carnabyi, Sus scrofa, Climacteris rufus, Glaucomys volans, Vulpes vulpes, Canis lupus, Tyto alba, Pardalotus striatus, Dacelo novaeguineae, Phascogale calura, Nycticorax caledonicus, Gymnorhina tibicen, Cercartetus concinnus, Turnix varius, Eolophus roseicapilla, Crinia signifera, Chordata, Moschus moschiferus, Ursus americanus, Rhinolophus cornutus, Nilgiritragus hylocrius, Coturnix pectoralis)",
 "Country is Australia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Occurrence evidence, Material sample, Human Observation, Specimen, Machine Observation, Observation)"
 ]
}

 The dataset includes 107022718 records from 808 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011044-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ghcg5
title: Occurrence Download

description: A dataset listing the 20425 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.10822 35.03756,1.75456 35.03756,1.75456 38.98613,-8.10822 38.98613,-8.10822 35.03756))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2012-2026"
 ]
}

 The dataset's 20425 records were derived from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011075-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dga9f
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.18784 -24.59188,-25.81216 -24.59188,-25.81216 13.59188,-121.18784 13.59188,-121.18784 -24.59188))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Buddleja incana Ruiz & Pav."
 ]
}

 The dataset includes 309 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006231-250525065834625/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.29176703
title: student_model.pth

description: Student model (Trained on modernbert )
DOI: 10.6084/m9.figshare.29176703.v1
title: student_model.pth

description: Student model (Trained on modernbert )
DOI: 10.25392/leicester.data.28651784
title: Supplementary files for: Resilient, biodiverse forests in an Anthropocene landscape

description: These datasets are supplementary documents for the PhD thesis, 'Resilient, biodiverse forests in an Anthropocene landscape' by Hannah Sellers. This thesis aims to apply a spatiotemporal framework to examine resilient, biodiverse woodlands in lowland Britain, using the heavily human-modified landscape of Leicestershire and Rutland as a case study. An interdisciplinary approach – incorporating palaeoecological, historical, environmental and contemporary ecological datasets – is used to investigate resilient woodland ecosystems in a time of Anthropocene environmental change. The datasets provided here include: SD3.1, a list of woodland-related place-name elements used in the study; SD3.2, the raw pollen counts from two sediment cores (Narborough Bog NB2 and Allerton Fishpond AL1); and SD4.1, vascular plant survey results taken from three Leicestershire and Rutland woodlands in May 2023 and August 2024.
DOI: 10.25392/leicester.data.28651784.v1
title: Supplementary files for: Resilient, biodiverse forests in an Anthropocene landscape

description: These datasets are supplementary documents for the PhD thesis, 'Resilient, biodiverse forests in an Anthropocene landscape' by Hannah Sellers. This thesis aims to apply a spatiotemporal framework to examine resilient, biodiverse woodlands in lowland Britain, using the heavily human-modified landscape of Leicestershire and Rutland as a case study. An interdisciplinary approach – incorporating palaeoecological, historical, environmental and contemporary ecological datasets – is used to investigate resilient woodland ecosystems in a time of Anthropocene environmental change. The datasets provided here include: SD3.1, a list of woodland-related place-name elements used in the study; SD3.2, the raw pollen counts from two sediment cores (Narborough Bog NB2 and Allerton Fishpond AL1); and SD4.1, vascular plant survey results taken from three Leicestershire and Rutland woodlands in May 2023 and August 2024.
DOI: 10.5517/ccdc.csd.cc2kz15s
title: CCDC 2382355: Experimental Crystal Structure Determination

description: Related Article: Han-Yuan Gong|2025|CSD Communication|||
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: 10.15468/dl.f5vufc
title: Occurrence Download

description: A dataset containing 35265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, France, Netherlands, Belgium, Spain, Isle of Man, Portugal)",
 "Geometry POLYGON((-10.6 35.6,8.6 35.6,8.6 60.6,-10.6 60.6,-10.6 35.6))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pluvialis apricaria (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 35265 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005827-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2y9kk
title: Occurrence Download

description: A dataset containing 226486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lycium L."
 ]
}

 The dataset includes 226486 records from 871 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005820-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu8a3t
title: Occurrence Download

description: A dataset containing 400 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 Elaphropus incurvus (Say, 1830)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 400 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005830-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11863717
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ngbtjc
title: Occurrence Download

description: A dataset containing 1473 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 Calosoma calidum (Fabricius, 1775)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 1473 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005832-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhgwgu
title: Occurrence Download

description: A dataset containing 572564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecile montanus (Conrad von Baldenstein, 1827)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 572564 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005824-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e45ut3
title: Occurrence Download

description: A dataset containing 3663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "KingdomKey is Animalia",
 {
 "or" : [
 {
 "and" : [
 "Year is 2021",
 "GadmGid is USA.33.23_1"
 ]
 },
 {
 "and" : [
 "Year is 2021",
 "GadmGid is USA.30.9_1"
 ]
 },
 {
 "and" : [
 "Year is 2021",
 "GadmGid is USA.20.10_1"
 ]
 }
 ]
 }
 ]
}

 The dataset includes 3663 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005835-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwkvsa
title: Occurrence Download

description: A dataset containing 3939 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 Agonum cupreum Dejean, 1831",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 3939 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005836-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfu59h
title: Occurrence Download

description: A dataset containing 142 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 Polyderis laeva (Say, 1823)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 142 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005838-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6x6uh
title: Occurrence Download

description: A dataset containing 90967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turdus chiguanco Orbigny & Lafresnaye, 1837"
 ]
}

 The dataset includes 90967 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005807-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkk2wc
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.12433 8.67441,-74.11255 8.98234,-74.42781 9.92814,-75.30762 9.59088,-75.68154 9.11432,-75.12433 8.67441))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pimelodus grosskopfii Steindachner, 1879"
 ]
}

 The dataset includes 134 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005839-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an4cwp
title: Occurrence Download

description: A dataset containing 397 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 Pterostichus femoralis (Kirby, 1837)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 397 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005840-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gv9tz
title: Occurrence Download

description: A dataset containing 161 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 Notiophilus aquaticus (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 161 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005841-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tzd6n
title: Occurrence Download

description: A dataset containing 521811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecile palustris (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 521811 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005837-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14172966
title: Dataset for: Attosecond virtual charge dynamics in dielectrics. GL Dolso, SA Sato, G Inzani, N Di Palo, B Moio, R Borrego-Varillas, M Nisoli, M Lucchini

description: The present dataset contains all data from the figures in the publication 'Attosecond virtual charge dynamics in dielectrics'. The study investigates ultrafast light-field-driven phenomena in monocrystalline diamond using attosecond transient reflection spectroscopy, accessing a broad photon energy range. Our study reveals that virtual inter-band transitions (VITs) play a critical role in the timing and adiabaticity of the crystal response, even in regimes typically attributed to intra-band motion. By combining precise experimental calibration with numerical calculations, we demonstrate that VITs are indispensable for accurately describing strong-field-induced phenomena in solids. These findings advance our understanding of ultrafast non-linear optical processes, paving the way for innovations in PHz electronics and information processing.
DOI: 10.5281/zenodo.14172967
title: Dataset for: Attosecond virtual charge dynamics in dielectrics. GL Dolso, SA Sato, G Inzani, N Di Palo, B Moio, R Borrego-Varillas, M Nisoli, M Lucchini

description: The present dataset contains all data from the figures in the publication 'Attosecond virtual charge dynamics in dielectrics'. The study investigates ultrafast light-field-driven phenomena in monocrystalline diamond using attosecond transient reflection spectroscopy, accessing a broad photon energy range. Our study reveals that virtual inter-band transitions (VITs) play a critical role in the timing and adiabaticity of the crystal response, even in regimes typically attributed to intra-band motion. By combining precise experimental calibration with numerical calculations, we demonstrate that VITs are indispensable for accurately describing strong-field-induced phenomena in solids. These findings advance our understanding of ultrafast non-linear optical processes, paving the way for innovations in PHz electronics and information processing.