cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.grkf33
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129641-240321170329656/datasets/export for details.
DOI: 10.15468/dl.ufxptt
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia cashmeriana Royle"
 ]
}

 The dataset includes 27 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045473-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ofojp
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008079-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh9rvc
title: Occurrence Download

description: A dataset containing 1063 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "TaxonKey is Ludwigia peploides (Kunth) P.H.Raven"
 ]
}

 The dataset includes 1063 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108279-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k368mr
title: Occurrence Download

description: A dataset containing 2460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Favolus tenuiculus P.Beauv."
 ]
}

 The dataset includes 2460 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045463-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49tdhb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichoglottis maculata (J.J.Sm.) J.J.Sm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129640-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmgejv
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Mustela frenata Lichtenstein, 1831"
 ]
}

 The dataset includes 67 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrbunc
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia carteriana P.R.O.Bally"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045458-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sygdtn
title: Occurrence Download

description: A dataset containing 27790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is United States of America",
 "TaxonKey is Alectoris chukar (J.E.Gray, 1830)"
 ]
}

 The dataset includes 27790 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069629-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unkztb
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Pheidole obscurithorax Naves, 1985"
 ]
}

 The dataset includes 411 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098772-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwvec2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriospermum macgregoriorum P.L.Perry"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045450-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkpwqf
title: Occurrence Download

description: A dataset containing 10927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus viridis L."
 ]
}

 The dataset includes 10927 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053158-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv4uj2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Didelphis virginiana Kerr, 1792"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121435-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ezqrt
title: Occurrence Download

description: A dataset listing the 58370 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 58370 records were derived from 1457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236135-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c44pd2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stauridiosarsia marii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018101-251120083545085/datasets/export for details.
DOI: 10.15468/dl.kg4nwj
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis leptolophus"
 ]
}

 The dataset includes 108 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018102-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8umbh6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora afrocarpa",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018103-251120083545085/datasets/export for details.
DOI: 10.15468/dl.vje8kg
title: Occurrence Download

description: A dataset containing 86247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86247 records from 1285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018066-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv8d6z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalothrix gaimardi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018105-251120083545085/datasets/export for details.
DOI: 10.15468/dl.2kdyhd
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis leucopus"
 ]
}

 The dataset includes 77 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018106-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzdm7r
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora agathidicida",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 76 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018108-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfgm6w
title: Occurrence Download

description: A dataset containing 11034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is one of (Spodoptera frugiperda, Mayetiola destructor, Diuraphis noxia, Cephus cinctus, Sitodiplosis mosellana)",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11034 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018107-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17718653
title: Data and Code for 'Vegetation biogeography is a main source of uncertainty in modelling the land carbon cycle'

description: This dataset includes code and data for the manuscript of 'Zhao, R., Luo, X., Walker, A. P., Hoffman, F. M., Koh, L.P. (2025). Vegetation biogeography is a main source of uncertainty in modelling the land carbon cycle'.

Update (Nov 2025): we have released the version 2 to include the raw data (Source_Data_Fig1.xlsx, Source_Data_Fig2.xlsx, Source_Data_Fig3.nc) and code (master_figure_clean.m, sup_code.zip) used for analysis and figure generation.

Update (Jun 2025): we have released the version 1 to include the input, code and output for creating machine learning emulators for PFT GPP of each DGVM in TRENDY v9. 

The file 'input.zip' includes the predictor variables (i.e., annual precipitation, temperature, solar radition, pressure and wind speed during 2001-2019 from CRU JRA v2.1 datasets) and response (i.e., pixel PFT GPP rate) for each PFT of each DGVM.

The file 'code4emulators.mlx' includes the code for training machine learning emulators (i.e., Random Forest models) for each PFT of each DGVM.

The file 'model_emulators.zip' includes all trained emulators.
DOI: 10.5281/zenodo.15752957
title: Data and Code for 'Vegetation biogeography is a main source of uncertainty in modelling the land carbon cycle'

description: This dataset includes code and data for the manuscript of 'Zhao, R., Luo, X., Walker, A. P., Hoffman, F. M., Koh, L.P. (2025). Vegetation biogeography is a main source of uncertainty in modelling the land carbon cycle'.

Update (Nov 2025): we have released the version 2 to include the raw data (Source_Data_Fig1.xlsx, Source_Data_Fig2.xlsx, Source_Data_Fig3.nc) and code (master_figure_clean.m, sup_code.zip) used for analysis and figure generation.

Update (Jun 2025): we have released the version 1 to include the input, code and output for creating machine learning emulators for PFT GPP of each DGVM in TRENDY v9. 

The file 'input.zip' includes the predictor variables (i.e., annual precipitation, temperature, solar radition, pressure and wind speed during 2001-2019 from CRU JRA v2.1 datasets) and response (i.e., pixel PFT GPP rate) for each PFT of each DGVM.

The file 'code4emulators.mlx' includes the code for training machine learning emulators (i.e., Random Forest models) for each PFT of each DGVM.

The file 'model_emulators.zip' includes all trained emulators.
DOI: 10.15468/dl.m6x3ty
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera caespitosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 543 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018109-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrr8fb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valdivianemertes stannii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018111-251120083545085/datasets/export for details.
DOI: 10.15468/dl.5y9ku7
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis lichenoides"
 ]
}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018112-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k83zht
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora aleatoria",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 77 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018114-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dje8ap
title: Occurrence Download

description: A dataset containing 199451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is USA.26_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sialia sialis",
 "Year 2010-2025"
 ]
}

 The dataset includes 199451 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018085-251120083545085/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.30406178
title: Aurein 1.2 analogues as promising agents against <i>Candida parapsilosis</i>: insights into mechanism and biofilm disruption

description: <i>Candida parapsilosis</i> has emerged among invasive fungal infections, boming an alarming problem for human health. Recent studies have focused on antimicrobial peptides and their derivatives, such as the Aurein family, as a new approach to developing cutting-edge antifungal agents. This study aimed to evaluate the antifungal potential of Aurein 1.2 (Au) and two modified analogs, K-aurein (K-au) and D-aurein (D-au), containing an additional lysine or aspartic acid residue, respectively, at the N-terminal of the native peptide. To this, antifungal activity, time of action by time–kill curve, ergosterol-binding analysis <i>in vitro</i> and <i>in silico</i>, and antibiofilm assays were performed. Results: We found that K-au demonstrated the lowest cytotoxicity and the greatest antifungal activity compared to other tested peptides. K-au showed MIC values ranging from 62.5 to 125 μg/mL and time of action fungicide between 60 and 180 min. Molecular docking indicated strong interaction with ergosterol, particularly for K-au, supporting a membrane-targeting mechanism. Biofilm assays demonstrated that the peptides inhibited biofilm formation by up to 80% and were effective against mature biofilms, as confirmed by ultrastructural analysis. These findings highlight Au-derived peptides as promising molecules against <i>C. parapsilosis.</i>
DOI: 10.6084/m9.figshare.30406178.v1
title: Aurein 1.2 analogues as promising agents against <i>Candida parapsilosis</i>: insights into mechanism and biofilm disruption

description: <i>Candida parapsilosis</i> has emerged among invasive fungal infections, boming an alarming problem for human health. Recent studies have focused on antimicrobial peptides and their derivatives, such as the Aurein family, as a new approach to developing cutting-edge antifungal agents. This study aimed to evaluate the antifungal potential of Aurein 1.2 (Au) and two modified analogs, K-aurein (K-au) and D-aurein (D-au), containing an additional lysine or aspartic acid residue, respectively, at the N-terminal of the native peptide. To this, antifungal activity, time of action by time–kill curve, ergosterol-binding analysis <i>in vitro</i> and <i>in silico</i>, and antibiofilm assays were performed. Results: We found that K-au demonstrated the lowest cytotoxicity and the greatest antifungal activity compared to other tested peptides. K-au showed MIC values ranging from 62.5 to 125 μg/mL and time of action fungicide between 60 and 180 min. Molecular docking indicated strong interaction with ergosterol, particularly for K-au, supporting a membrane-targeting mechanism. Biofilm assays demonstrated that the peptides inhibited biofilm formation by up to 80% and were effective against mature biofilms, as confirmed by ultrastructural analysis. These findings highlight Au-derived peptides as promising molecules against <i>C. parapsilosis.</i>
DOI: 10.15468/dl.qcp6qu
title: Occurrence Download

description: A dataset containing 3731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera pallida",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3731 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018115-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e52ckq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valdivianemertes valdiviae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018116-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uu2wz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis lindae"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018117-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x99zty
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora alni",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 127 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018118-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pvfhq
title: Occurrence Download

description: A dataset containing 8159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onobrychis arenaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8159 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018120-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcqcd9
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labiobarbus fasciatus (Bleeker, 1853)"
 ]
}

 The dataset includes 44 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335737-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7b7yu
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Delomys sublineatus (Thomas, 1903))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077537-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.