cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p2cs2p
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spilocuscus kraemeri (Schwarz, 1910)"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0352982-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucqcmq
title: Occurrence Download

description: A dataset containing 979651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 979651 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003267-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjqb7n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phascolarctos cinereus cinereus",
 "Year 2021-2023"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057785-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq75te
title: Occurrence Download

description: A dataset containing 1893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligusticum porteri"
 ]
}

 The dataset includes 1893 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057786-250827131500795/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/13043687
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7wf3zb
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agave durangensis"
 ]
}

 The dataset includes 156 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057787-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76783t
title: Occurrence Download

description: A dataset containing 65278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex dioica"
 ]
}

 The dataset includes 65278 records from 446 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057644-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6f5dkb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mulinia bicolor",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057788-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytvmud
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinoderus minutus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057789-250827131500795/datasets/export for details.
DOI: 10.15468/dl.xkst4j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinoderus minutus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057790-250827131500795/datasets/export for details.
DOI: 10.15468/dl.t22yzw
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinoderus minutus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057791-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t736p
title: Occurrence Download

description: A dataset containing 15648 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligusticum mutellina"
 ]
}

 The dataset includes 15648 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057792-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn63nx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mulinia edulis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057793-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pya97
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agave gypsophila"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057796-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vgxe4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinoderus minutus",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057798-250827131500795/datasets/export for details.
DOI: 10.15468/dl.dvf52w
title: Occurrence Download

description: A dataset containing 3649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 3649 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057800-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jndmp4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyctus africanus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057801-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8xejyz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyctus africanus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057802-250827131500795/datasets/export for details.
DOI: 10.15468/dl.fbmk89
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyctus africanus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057803-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc2zyg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangianella flexuosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057804-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17109986
title: Supplementary data

description: This dataset contains supplementary materials for the study on MALDI-TOF MS based classification of Leuconostoc isolates.

Contents:- feature.npy: Extracted feature data in NumPy format- model.joblib: Trained machine learning model- validation_test.csv: Validation dataset for performance testing- LeuGelDB_eng.exe: Executable tool for data analysis

These files support reproducibility of the results presented in the manuscript.
DOI: 10.5281/zenodo.17109987
title: Supplementary data

description: This dataset contains supplementary materials for the study on MALDI-TOF MS based classification of Leuconostoc isolates.

Contents:- feature.npy: Extracted feature data in NumPy format- model.joblib: Trained machine learning model- validation_test.csv: Validation dataset for performance testing- LeuGelDB_eng.exe: Executable tool for data analysis

These files support reproducibility of the results presented in the manuscript.
DOI: 10.15468/dl.2k84tm
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina arsenei"
 ]
}

 The dataset includes 176 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057805-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4kt2a
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scissodesma spengleri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057807-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h74de
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057808-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17110753
title: LLM output (ChatGTP5) for Pre-kidney transplant recipient

description: Pre KT recipinet fitness LLM output
DOI: 10.5281/zenodo.17110754
title: LLM output (ChatGTP5) for Pre-kidney transplant recipient

description: Pre KT recipinet fitness LLM output
DOI: 10.15468/dl.vgrab8
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina brevipes"
 ]
}

 The dataset includes 220 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057810-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvyumb
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Simomactra falcata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 66 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057811-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqex86
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyctus brunneus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057812-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.daett7
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057813-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rn3an
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyctus brunneus",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057814-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.15045940
title: a dataset of mangrove forests distribution in the Guangxi Beibu Gulf of China from 2000 to 2023

description: By combining simple noniterative superpixel segmentation and the object-oriented random forest method, an SNIC-RF algorithm for mangrove remote sensing extraction was developed on the GEE cloud platform, and annual mangrove distribution maps of the GBG from 2000 to 2023 were generated.

Please cite the following paper for data usage:

Citation:Zhijie, X., Jiang, W., Ling, Z., Zhang, Z., Peng, K., Song, J., … Li, X. (2025). Monitoring the annual dynamics of mangrove forests in the Guangxi Beibu Gulf of China from 2000 to 2023 via the SNIC-RF algorithm using the GEE platform. International Journal of Digital Earth, 18(2). https://doi.org/10.1080/17538947.2025.2558920
DOI: 10.5281/zenodo.15045941
title: a dataset of mangrove forests distribution in the Guangxi Beibu Gulf of China from 2000 to 2023

description: By combining simple noniterative superpixel segmentation and the object-oriented random forest method, an SNIC-RF algorithm for mangrove remote sensing extraction was developed on the GEE cloud platform, and annual mangrove distribution maps of the GBG from 2000 to 2023 were generated.

Please cite the following paper for data usage:

Citation:Zhijie, X., Jiang, W., Ling, Z., Zhang, Z., Peng, K., Song, J., … Li, X. (2025). Monitoring the annual dynamics of mangrove forests in the Guangxi Beibu Gulf of China from 2000 to 2023 via the SNIC-RF algorithm using the GEE platform. International Journal of Digital Earth, 18(2). https://doi.org/10.1080/17538947.2025.2558920
DOI: 10.15468/dl.ehehd6
title: Occurrence Download

description: A dataset containing 357955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla anserina"
 ]
}

 The dataset includes 357955 records from 1024 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057687-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7eu9b
title: Occurrence Download

description: A dataset containing 666406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-124.13149 48.15816,-123.92885 37.66076,-116.83648 32.52425,-105.69134 31.66592,-102.24647 29.57349,-97.78841 26.17078,-84.41424 30.27599,-79.75354 25.44107,-81.57729 31.14707,-76.91659 34.88403,-66.78464 44.81104,-68.40576 47.34069,-72.05326 45.38322,-82.79313 42.16538,-82.79313 45.66715,-89.27757 47.47783,-94.14091 48.4278,-124.13149 48.15816))",
 "HasGeospatialIssue is false",
 "VerbatimScientificName is spatula discors",
 "Year 2000-2017"
 ]
}

 The dataset includes 666406 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145257-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwsguy
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ectatomma opaciventre (Roger, 1861)"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007228-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jr4zv
title: Occurrence Download

description: A dataset containing 15 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 Gephyromantis horridus (Boettger, 1880)"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021700-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6k55c
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xanthosoma mendozae Matuda"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xr88s
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Vernonia echioides Less."
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097042-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7egp7
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Base de datos de la Colección zoológica del Instituto de Investigación de zonas desérticas de la Universidad Autónoma de San Luis Potosí (BDCZIID-UASLP), Observation.org, Nature data from around the World, Illinois Natural History Survey Insect Collection, Colección de artrópodos del Museo de Historia Natural de la Pontificia Universidad Javeriana, Arizona State University Hasbrouck Insect Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Membracis Fabricius, 1775"
 ]
}

 The dataset includes 874 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023181-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkzsvu
title: Occurrence Download

description: A dataset containing 932257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 932257 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007228-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rakdpn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus bi-inclinatus C.P.Sm."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014341-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wllsvg
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caranx latus Agassiz, 1831",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is less than or equal to 1980",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 132 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007229-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.