cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3gerbp
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaphoglossum novoguineense Rosenst."
 ]
}

 The dataset includes 73 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039997-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5hcmn
title: Occurrence Download

description: A dataset containing 8938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Vaccaria hispanica (Mill.) Rauschert",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8938 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022460-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmmdxs
title: Occurrence Download

description: A dataset containing 2731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia indica Willd."
 ]
}

 The dataset includes 2731 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049054-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n0cbxe
title: Occurrence Download

description: A dataset containing 3358583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Year 1986-2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3358583 records from 625 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005719-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3czug8
title: Occurrence Download

description: A dataset containing 1818 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 Porphyrospiza carbonaria (d'Orbigny & Lafresnaye, 1837)"
 ]
}

 The dataset includes 1818 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040009-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fawxtq
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Espeletia annemariana Cuatrec."
 ]
}

 The dataset includes 144 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075889-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xa4ihg
title: Occurrence Download

description: A dataset containing 2000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.99219 8.40717,-83.32031 8.40717,-83.32031 32.54681,-121.99219 32.54681,-121.99219 8.40717))",
 "TaxonKey is Rattus Fischer, 1803",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2000 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005725-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4fz4x
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cousinia deserti Bunge"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010332-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8gbzg
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oedalechilus labeo (Cuvier, 1829)"
 ]
}

 The dataset includes 579 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040001-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4azghr
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miscanthus sinensis Andersson",
 {
 "or" : [
 "Country is Japan",
 "Country is China"
 ]
 },
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 371 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009671-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wzm48
title: Occurrence Download

description: A dataset containing 197 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 Sinosuthora conspicillata (David, 1871)"
 ]
}

 The dataset includes 197 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039977-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwqvjs
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis filistipes Nakai"
 ]
}

 The dataset includes 92 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010344-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkpdwu
title: Occurrence Download

description: A dataset containing 2581 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 Castanozoster thoracicus (Nordmann, 1835)"
 ]
}

 The dataset includes 2581 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039968-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcxt72
title: Occurrence Download

description: A dataset containing 11 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 Gallotia bravoana Hutterer, 1985"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075890-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vc2lsb
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplometopon zarudnyi Nikolsky, 1907",
 "Geometry POLYGON((34.04 19.79,34.04 35.27,61.59 35.27,61.59 19.79,34.04 19.79))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009671-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd4qd4
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Phyllanthus microcladus Müll.Arg."
 ]
}

 The dataset includes 321 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009671-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmtztb
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Englerina oedostemon (Danser) Polhill & Wiens"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039945-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzwtx9
title: Occurrence Download

description: A dataset containing 4025 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 Pseudoeurycea leprosa (Cope, 1869)"
 ]
}

 The dataset includes 4025 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049118-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpbybe
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emilia juncea Robyns"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039947-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbva27
title: Occurrence Download

description: A dataset containing 456 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 Thorius lunaris Hanken & Wake, 1998"
 ]
}

 The dataset includes 456 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049065-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np7sxw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emilia kilwensis C.Jeffrey"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039961-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvuiia
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Axis porcinus (Zimmermann, 1780)",
 {
 "or" : [
 "Country is India",
 "Country is Nepal"
 ]
 }
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009672-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzzprc
title: Occurrence Download

description: A dataset containing 1801439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strigidae"
 ]
}

 The dataset includes 1801439 records from 685 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009672-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ca45d4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis dulcis",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033395-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwvaxz
title: Occurrence Download

description: A dataset containing 1926550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 1926550 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033338-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9rsr9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis dulcis",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033397-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6gxcv
title: Occurrence Download

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

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033398-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/q9m9ql
title: Replication Data for: Group A streptococcus dynamics in DLD

description: GAS cluster dynamics in DLD with the two color of flourscent-labelled GAS were imaged in the DLD device inlet and outlets (small, medium, and large).
The CSV files includes the analyzed data.
DOI: 10.5067/community/lpj-eosim/lpj_eosim_l2_dch4e_ll.002
title: LPJ-EOSIM L2 Global Simulated Daily Wetland Methane Flux Low Latency V002
DOI: 10.5067/community/lpj-eosim/lpj_eosim_l2_dnbp_ll.002
title: LPJ-EOSIM L2 Global Simulated Daily Net Biome Production Flux Low Latency V002
DOI: 10.5067/community/lpj-eosim/lpj_eosim_l2_mch4e_ll.002
title: LPJ-EOSIM L2 Global Simulated Monthly Wetland Methane Flux Low Latency V002
DOI: 10.15468/dl.qjgepu
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mapeo de Theobroma cacao usando sistemas de información geográfica, para optimizar la producción de cacao en Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2015-2025"
 ]
}

 The dataset includes 185 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033400-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/community/lpj-eosim/lpj_eosim_l2_mnbp_ll.002
title: LPJ-EOSIM L2 Global Simulated Monthly Net Biome Production Flux Low Latency V002
DOI: 10.15468/dl.x4j3s6
title: Occurrence Download

description: A dataset containing 76602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is one of (Rosalia alpina, Cychrus italicus, Carabus preslii, Leistus spinibarbis, Carabus lefebvrei, Pterostichus niger, Sinodendron cylindricum, Morimus asper)"
 ]
}

 The dataset includes 76602 records from 931 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033365-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smjkde
title: Occurrence Download

description: A dataset containing 14614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyanistes cyanus"
 ]
}

 The dataset includes 14614 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033402-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4tgyv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alectoris graeca",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033403-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ej5ayp
title: Occurrence Download

description: A dataset containing 2913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-113.13823 -51.05516,97.51272 -51.05516,97.51272 48.00071,-113.13823 48.00071,-113.13823 -51.05516))",
 "HasGeospatialIssue is false",
 "TaxonKey is Conepatus chinga"
 ]
}

 The dataset includes 2913 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033404-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c54m91q1p
title: MassIVE MSV000099333 - Micromap Photoproximity Labeling for Integrated Phenotypic Screening and Accelerated Prioritization of Targeted Protein Degrader Compounds
title: All proteomics data associated with the study titled Micromap Photoproximity Labeling for Integrated Phenotypic Screening and Accelerated Prioritization of Targeted Protein Degrader Compounds (https://doi.org/10.26434/chemrxiv-2025-17wcq). Includes all raw MS datafiles and associated metadata files
DOI: 10.5281/zenodo.17201536
title: Feature Data for MLTDM SHAP Analysis

description: Feature data for the RANDM model, as specifically used for the SHAP analysis in Bard, Murphy, Halford (2025). Jupyter Notebooks and saved SHAP value data for the analysis are found at https://github.com/AIMFAHR/RANDM_SHAP_paper/ . 

 

Also see the MLTDM release: https://zenodo.org/records/15608989 (Murphy, Halford, et al. 2025); this contains the original model feature data and model notebook (RF_model.ipynb) that CB modified to save this dataset.
DOI: 10.5281/zenodo.17201537
title: Feature Data for MLTDM SHAP Analysis

description: Feature data for the RANDM model, as specifically used for the SHAP analysis in Bard, Murphy, Halford (2025). Jupyter Notebooks and saved SHAP value data for the analysis are found at https://github.com/AIMFAHR/RANDM_SHAP_paper/ . 

 

Also see the MLTDM release: https://zenodo.org/records/15608989 (Murphy, Halford, et al. 2025); this contains the original model feature data and model notebook (RF_model.ipynb) that CB modified to save this dataset.
DOI: 10.15468/ckkaa8
title: Checklist of Coleoptera Belgium

description: An up to date  checklist of Coleoptera in Belgium
DOI: 10.6073/pasta/b32db464a537781b6f81376bb548a7c8
title: An Isotopic Approach to Partition Evapotranspiration in a Mixed Deciduous Forest at the University of Michigan Biological Station, Pellston, MI (2017)

description: Transpiration (T) is perhaps the largest fluxes of water from the land surface to the atmosphere and is susceptible to changes in climate, land use and vegetation structure. However, predictions of future transpiration fluxes vary widely and are poorly constrained. Stable water isotopes can help expand our understanding of land–atmosphere water fluxes but are limited by a lack of observations and a poor understanding of how the isotopic composition of transpired vapour (δT) varies. Here, we present isotopic data of water vapour, terrestrial water and plant water from a deciduous forest to understand how vegetation affects water budgets and land–atmosphere water fluxes. We measured subdiurnal variations of δ18OT from three tree species and used water isotopes to partition T from evapotranspiration (ET) to quantify the role of vegetation in the local water cycle. We find that δ18OT deviated from isotopic steady‐state during the day but find no species‐specific patterns. The ratio of T to ET varied from 53% to 61% and was generally invariant during the day, indicating that diurnal evaporation and transpiration fluxes respond to similar atmospheric and micrometeorological conditions at this site. Finally, we compared the isotope‐inferred ratio of T to ET with results from another ET partitioning approach that uses eddy covariance and sap flux data. We find broad midday agreement between these two partitioning techniques, in particular, the absence of a diurnal cycle, which should encourage future ecohydrological isotope studies. Isotope‐inferred estimates of transpiration can inform land surface models and improve our understanding of land–atmosphere water fluxes.