cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.g99tan
title: Occurrence Download

description: A dataset containing 4367 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingOrg is one of (2a7e3080-28a9-11dd-97cd-b8a03c50a862, ab13adb9-ce23-444d-87c9-ce41f03ef2b3, eac88d99-9f6c-4031-8fc4-8088f0e0dfe7, bc092ff0-02e4-11dc-991f-b8a03c50a862, 69cbe3e1-ea7a-4f22-b4b8-47dd4df6e79b, 1f55bd0a-6ebe-49a1-8a9c-9258702b6f46, f8804fbb-8614-4a54-8611-9efe898f7641, eace4687-50e8-4f9a-829b-29ff8ff1fa8b)",
 "IucnRedListCategory is one of (VU, EN, CR)",
 "StateProvince is one of (Santander, Norte de Santander)",
 "TaxonKey is one of (Plantae [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 4367 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010916-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnyujf
title: Occurrence Download

description: A dataset containing 14082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indicator indicator",
 "Year is one of (1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 14082 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010915-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvyngy
title: Occurrence Download

description: A dataset containing 840 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 Haematoxylum campechianum"
 ]
}

 The dataset includes 840 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010917-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/fjaj-7w30
title: Data From Paper "JWST/NIRSpec Detects Warm CO Emission in the Terrestrial-Planet Zone of HD 131488"

description: This is the data for the JWST/NIRSpec spectrum of HD 131488 used in Figures 2, 3, 7, 13, 14, and 15.
DOI: 10.15468/dl.8ryfvc
title: Occurrence Download

description: A dataset containing 3131 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 Hamelia patens"
 ]
}

 The dataset includes 3131 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010918-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kuht8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protobothrops trungkhanhensis)",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 60",
 "DecimalLongitude is greater than or equal to 60",
 "DecimalLongitude is less than or equal to 150",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010919-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nfpy4
title: Occurrence Download

description: A dataset containing 19795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indicator minor",
 "Year is one of (1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 19795 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010920-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5kdn9
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Accipiter erythronemius)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010923-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxvg6f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthostichus femoralis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010925-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bra9nh
title: Occurrence Download

description: A dataset containing 1951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acestrorhynchus microlepis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1951 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010922-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzwvj8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthobunocephalus scruggsi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010921-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjjkdg
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abramites hypselonotus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 250 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010924-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4v79w
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acestridium dichromum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010928-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx7j6b
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthognathus stipulosus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010927-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp5vhh
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthagrion jessei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010929-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq6szk
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthagrion ascendens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 150 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010926-251120083545085/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/13887385
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.26180/30728102
title: Raw data for manuscript: Parenting strategies to support sleep in autistic children: A Delphi consensus study

description: This is the raw data file to accompany the abovementioned manuscript, submitted to Research in Autism in July 2025.
DOI: 10.26180/30728102.v1
title: Raw data for manuscript: Parenting strategies to support sleep in autistic children: A Delphi consensus study

description: This is the raw data file to accompany the abovementioned manuscript, submitted to Research in Autism in July 2025.
DOI: 10.15468/dl.ayxmvt
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthagrion temporale)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010930-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77b33j
title: Occurrence Download

description: A dataset containing 1569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acestrorhynchus falcatus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1569 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010931-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.10691.67367
title: SÍNTESIS FILOSÓFICA 2020 Autor: III de Filosofía
DOI: 10.15468/dl.qwaukk
title: Occurrence Download

description: A dataset containing 24316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthostracion quadricornis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24316 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010932-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfz8yx
title: Occurrence Download

description: A dataset containing 94 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 Hampea tomentosa"
 ]
}

 The dataset includes 94 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010933-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebn5x3
title: Occurrence Download

description: A dataset containing 5048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indicator variegatus",
 "Year is one of (1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5048 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010935-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdvpjh
title: Occurrence Download

description: A dataset containing 1059 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 Hampea trilobata"
 ]
}

 The dataset includes 1059 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010934-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btm55c
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protobothrops xiangchengensis)",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 60",
 "DecimalLongitude is greater than or equal to 60",
 "DecimalLongitude is less than or equal to 150",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010936-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n6yj8
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dioon spinulosum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010938-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m3zse
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis milleri"
 ]
}

 The dataset includes 49 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-251120083545085/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.30021097
title: Lodgepole pine mortality in fire dataset

description: This dataset supports the manuscript "Predicting mortality of invasive lodgepole pine regeneration following surface fire in an intermontane grassland." It includes field measurements, fire severity metrics, and post-fire survival data for lodgepole pine (<i>Pinus contorta</i>) seedlings and saplings across multiple plots in a New Zealand intermontane grassland. The data were collected to model the relationship between fire characteristics and tree mortality, with the aim of informing ecological management and invasive species control strategies. Variables include tree height, basal diameter, torch height, char height, and survival status, along with environmental covariates such as slope, elevation and vegetation type. The dataset is intended for use in ecological modeling, fire ecology research, and invasive species management.
DOI: 10.6084/m9.figshare.30021097.v1
title: Lodgepole pine mortality in fire dataset

description: This dataset supports the manuscript "Predicting mortality of invasive lodgepole pine regeneration following surface fire in an intermontane grassland." It includes field measurements, fire severity metrics, and post-fire survival data for lodgepole pine (<i>Pinus contorta</i>) seedlings and saplings across multiple plots in a New Zealand intermontane grassland. The data were collected to model the relationship between fire characteristics and tree mortality, with the aim of informing ecological management and invasive species control strategies. Variables include tree height, basal diameter, torch height, char height, and survival status, along with environmental covariates such as slope, elevation and vegetation type. The dataset is intended for use in ecological modeling, fire ecology research, and invasive species management.
DOI: 10.15468/dl.fhnaaz
title: Occurrence Download

description: A dataset containing 509 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 Handroanthus chrysanthus"
 ]
}

 The dataset includes 509 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010941-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qbrgv
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iole finschii",
 "Year is one of (1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 810 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010940-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17707385
title: ChinaAI-FSC: A Comprehensive AI-Ready MODIS Fractional Snow Cover Dataset for China (2000-2022)

description: The dataset is distributed as a multi-part compressed package consisting of one primary archive, AI-Ready China FSC.zip, and 40 split volumes, AI-Ready China FSC.z01 to AI-Ready China FSC.z40. All files must be downloaded and placed in the same directory before decompression in order to obtain the complete AI-Ready MODIS Fractional Snow Cover Dataset.

A metadata document (Metadata Specifications.docx) is provided to describe the dataset structure, variable definitions, spatial-temporal attributes, and recommended data usage and application scenarios. In addition, an example sample and Python script (reading_example.py) is included as an example for reading the dataset using the rioxarray library.

The full data preparation workflow (including feature-layer generation, sample construction, and preprocessing procedures) and all benchmark modelling scripts used for evaluating six representative machine learning and deep learning models (ANN, SVR, RF, CNN, UNet, and ResNet) are available at: https://github.com/houjin0503/AI-Ready-China-FSC
DOI: 10.5281/zenodo.17707386
title: ChinaAI-FSC: A Comprehensive AI-Ready MODIS Fractional Snow Cover Dataset for China (2000-2022)

description: The dataset is distributed as a multi-part compressed package consisting of one primary archive, AI-Ready China FSC.zip, and 40 split volumes, AI-Ready China FSC.z01 to AI-Ready China FSC.z40. All files must be downloaded and placed in the same directory before decompression in order to obtain the complete AI-Ready MODIS Fractional Snow Cover Dataset.

A metadata document (Metadata Specifications.docx) is provided to describe the dataset structure, variable definitions, spatial-temporal attributes, and recommended data usage and application scenarios. In addition, an example sample and Python script (reading_example.py) is included as an example for reading the dataset using the rioxarray library.

The full data preparation workflow (including feature-layer generation, sample construction, and preprocessing procedures) and all benchmark modelling scripts used for evaluating six representative machine learning and deep learning models (ANN, SVR, RF, CNN, UNet, and ResNet) are available at: https://github.com/houjin0503/AI-Ready-China-FSC
DOI: 10.15468/dl.nqkmnw
title: Occurrence Download

description: A dataset containing 2286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimeresurus albolabris)",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 60",
 "DecimalLongitude is greater than or equal to 60",
 "DecimalLongitude is less than or equal to 150",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2286 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010943-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quzzgz
title: Occurrence Download

description: A dataset containing 91795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sebastes pinniger",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91795 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010897-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5ebzv
title: Occurrence Download

description: A dataset containing 9452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera curtiflora"
 ]
}

 The dataset includes 9452 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010942-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4k5rd
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthagrion temporale)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010948-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.