cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9kbnej
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is June",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrochoerus hydrochaeris (Linnaeus, 1766)",
 "Year 2023-2023"
 ]
}

 The dataset includes 80 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001301-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-45836
title: Reviews / summaries of complaints & personnel files (1989-1990), 1991-06-21

description: Memo - re: internal affairs division review of personnel complaints - from: Thomas K Braun; to: Mr. Drooyan; IAD investigative file - research forms (1989-1990), 1991 June 21. PART OF A SERIES: To better understand how LAPD management reacts to problem officers, Skadden, Arps, Slate, Meagher & Flom examined the Department's procedures regarding the identification, documentation, and response to personnel complaints. The series includes memoranda and correspondence; attorney notes; materials related to the firm's administrative capacities, including staff rosters and work plans; flow charts that illustrate the LAPD's structure and organization; and draft copies of the firm's contributions to the Commission report.
DOI: 10.25549/independent-c69-45728
title: Reviews / summaries of complaints & personnel files (1987-1990), 1991-05-24

description: Internal Affairs Division investigative file - research forms, random sample of complaints (1987-1990), 1991 May 24. PART OF A SERIES: To better understand how LAPD management reacts to problem officers, Skadden, Arps, Slate, Meagher & Flom examined the Department's procedures regarding the identification, documentation, and response to personnel complaints. The series includes memoranda and correspondence; attorney notes; materials related to the firm's administrative capacities, including staff rosters and work plans; flow charts that illustrate the LAPD's structure and organization; and draft copies of the firm's contributions to the Commission report.
DOI: 10.15468/dl.pywxxg
title: Occurrence Download

description: A dataset containing 190039760 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate invalid",
 "Issue is Geodetic datum invalid",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Individual count invalid",
 "Issue is Error during interpretation",
 "Issue is References URI invalid",
 "Issue is Multimedia URI invalid",
 "Issue is Multimedia date invalid",
 "Issue is Type status invalid",
 "Issue is Basis of record invalid",
 "Issue is Identified date invalid",
 "Issue is Identified date unlikely",
 "Issue is Modified date unlikely",
 "Issue is Modified date invalid",
 "Issue is Elevation non numeric",
 "Issue is Elevation not metric",
 "Issue is Elevation min max swapped",
 "Issue is Elevation unlikely",
 "Issue is Depth non numeric",
 "Issue is Depth min max swapped",
 "Issue is Depth unlikely",
 "Issue is Depth not metric",
 "Issue is Taxon match none",
 "Issue is Taxon match higher rank",
 "Issue is Taxon match fuzzy",
 "Issue is Recorded date unlikely",
 "Issue is Recorded date invalid",
 "Issue is Country derived from coordinates",
 "Issue is Country coordinate mismatch",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Coordinate uncertainty meters invalid",
 "Issue is Coordinate precision invalid",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojected",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate out of range"
 ]
 }
 ]
}

 The dataset includes 190039760 records from 2531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001518-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5fn11542
title: MassIVE MSV000099412 - Specialized metabolome data of developping seeds from WT and aop3 genotypes developed under high temperatures
title: Arabidopsis thaliana (thale cress) wild-type (WT) and transgenic lines were in the Columbia-0 (Col-0) background. The T-DNA insertion mutants of AOP3 (SALK_022752C), the WT were sowed directly in fertilized soil. Plants were grown in optimal conditions (control) in a growth chamber with long day photoperiod (16h light/21 celsius degrees - 8h dark/19 celsius degrees). Watering was made with water. At the onset of flowering (occurring between 5 and 6 weeks after seed sowing), high temperature (HT) was applied to half of the plants of the corresponding experiment by transferring them to another growth chamber (SANYO, Thermo Fisher Scientific) displaying high temperature conditions (16h of light/27celsius degrees - 8h of dark/24 celsius degrees). The other half of the plants, constituting control plants, remained in the initial growth chamber with control temperature conditions. Dry seeds were harvested. Untargeted metabolomics (LC-MS/MS) were performed with those samples.
DOI: 10.15468/dl.wcyfx5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis hernandezi"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059099-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6ypj7
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva (Temminck & Schlegel, 1846)",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074808-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzsahh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva (Temminck & Schlegel, 1846)",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074810-250525065834625/datasets/export for details.
DOI: 10.15468/dl.a8f99f
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva (Temminck & Schlegel, 1846)",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074811-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twxnev
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-90.94098 14.4666,-90.93338 14.45568,-90.93349 14.44597,-90.92832 14.44526,-90.92604 14.44156,-90.91984 14.43914,-90.90383 14.459,-90.87953 14.46939,-90.87561 14.49585,-90.90683 14.50365,-90.91027 14.49891,-90.91846 14.49811,-90.93031 14.48855,-90.94098 14.4666)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 189 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074812-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4s52j
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva (Temminck & Schlegel, 1846)",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 867 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074813-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15763883
title: CAN BASIN ORGANIZATIONS PLAY AN EFFECTIVE ROLE IN PREVENTING OR MITIGATING WATER-RELATED CONFLICTS IN A BASIN?
DOI: 10.5281/zenodo.15763884
title: CAN BASIN ORGANIZATIONS PLAY AN EFFECTIVE ROLE IN PREVENTING OR MITIGATING WATER-RELATED CONFLICTS IN A BASIN?
DOI: 10.15468/dl.3gbn5d
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva (Temminck & Schlegel, 1846)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074816-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yc2jy
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-90.85428 14.56391,-90.85088 14.56017,-90.84588 14.56354,-90.83663 14.56444,-90.83124 14.56234,-90.82688 14.56542,-90.82162 14.56449,-90.81911 14.56213,-90.81454 14.56224,-90.81264 14.56615,-90.81706 14.57547,-90.82 14.57642,-90.83788 14.57003,-90.84312 14.57197,-90.84936 14.56982,-90.85529 14.57204,-90.85618 14.56641,-90.85428 14.56391)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 76 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074818-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15741436
title: Global Forest Mask for 2023 at 10 m Resolution from Multi-Sensor Satellite Imagery

description: This repository contains the global forest mask derived from the global maps of canopy height (CH) and canopy cover (CC) described by:

Weber, M.; Beneke, C.; Wheeler, C. Unified Deep Learning Model for Global Prediction of Aboveground Biomass, Canopy Height, and Cover from High-Resolution, Multi-Sensor Satellite Imagery. Remote Sens. 2025, 17, 1594. https://doi.org/10.3390/rs17091594

The source variables for this derived product are available at 10.5281/zenodo.15269923. This dataset consists of GeoTIFF files covering a latitude range from 57° S to 67° N in splits of 3° x 3° per file. Each file contains a single band corresponding to the binary output of the operation

fm = [(CH - CH_sd) > 5 m] & [(CC - CC_sd) > 10%]

corresponding to the widely accepted definition of forest by the UN Food and Agriculture Organization (FAO) [1]. We subtract one standard deviation from the source variables, as estimated by the model, in order to compensate for the slight over-estimation at low values of CH and CC resulting in a more conservative classification of forest. Further details are given in the publication mentioned above.

In addition, an alpha band is included indicating the valid pixels. Non-valid pixels are masked based on the following conditions:



is water or

is urban build up


We recommend applying this alpha mask in addition to the data mask.

The full dataset can also be retrieved from a public S3 bucket on AWS as a Requester-Pays service. Note that no transfer costs are incurred if downloading to an AWS resource within the same region (us-west-2). For further details on data transfer costs we refer to the AWS documentation. We encourage users to create their own AWS account (if not already existing) and transfer individual files within the same region by:

aws s3 cp s3://eda-appsci-open-access/forestmask/2023/earthdaily_forestmask_{lon}_{lat}-[forest, alpha].tif DESTINATION_PATH --request-payer requester

or the full dataset by:

aws s3 sync s3://eda-appsci-open-access/forestmask/2023/ DESTINATION_PATH --request-payer requester

A complete list of files avaialable in the S3 bucket is provided by filelist.txt.

[1] Food and Agriculture Organization. (2000, November 2). FRA 2000 on definitions of forest and forest change (FRA Working Paper No. 33). Forest Resources Assessment Programme. Rome. Retrieved from FAO website https://www.fao.org/4/ad665e/ad665e00.htm
DOI: 10.5281/zenodo.15741437
title: Global Forest Mask for 2023 at 10 m Resolution from Multi-Sensor Satellite Imagery

description: This repository contains the global forest mask derived from the global maps of canopy height (CH) and canopy cover (CC) described by:

Weber, M.; Beneke, C.; Wheeler, C. Unified Deep Learning Model for Global Prediction of Aboveground Biomass, Canopy Height, and Cover from High-Resolution, Multi-Sensor Satellite Imagery. Remote Sens. 2025, 17, 1594. https://doi.org/10.3390/rs17091594

The source variables for this derived product are available at 10.5281/zenodo.15269923. This dataset consists of GeoTIFF files covering a latitude range from 57° S to 67° N in splits of 3° x 3° per file. Each file contains a single band corresponding to the binary output of the operation

fm = [(CH - CH_sd) > 5 m] & [(CC - CC_sd) > 10%]

corresponding to the widely accepted definition of forest by the UN Food and Agriculture Organization (FAO) [1]. We subtract one standard deviation from the source variables, as estimated by the model, in order to compensate for the slight over-estimation at low values of CH and CC resulting in a more conservative classification of forest. Further details are given in the publication mentioned above.

In addition, an alpha band is included indicating the valid pixels. Non-valid pixels are masked based on the following conditions:



is water or

is urban build up


We recommend applying this alpha mask in addition to the data mask.

The full dataset can also be retrieved from a public S3 bucket on AWS as a Requester-Pays service. Note that no transfer costs are incurred if downloading to an AWS resource within the same region (us-west-2). For further details on data transfer costs we refer to the AWS documentation. We encourage users to create their own AWS account (if not already existing) and transfer individual files within the same region by:

aws s3 cp s3://eda-appsci-open-access/forestmask/2023/earthdaily_forestmask_{lon}_{lat}-[forest, alpha].tif DESTINATION_PATH --request-payer requester

or the full dataset by:

aws s3 sync s3://eda-appsci-open-access/forestmask/2023/ DESTINATION_PATH --request-payer requester

A complete list of files avaialable in the S3 bucket is provided by filelist.txt.

[1] Food and Agriculture Organization. (2000, November 2). FRA 2000 on definitions of forest and forest change (FRA Working Paper No. 33). Forest Resources Assessment Programme. Rome. Retrieved from FAO website https://www.fao.org/4/ad665e/ad665e00.htm
DOI: 10.15468/dl.8zbe83
title: Occurrence Download

description: A dataset containing 1755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monogenea",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1755 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074820-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c47juy
title: Occurrence Download

description: A dataset containing 1755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monogenea",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1755 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074822-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywrynm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074823-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjf283
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074825-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgnvgp
title: Occurrence Download

description: A dataset containing 23014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23014 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074824-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15763897
title: ANALYZING THE RIVER BASIN ORGANIZATIONS IN THE MULTI-TRACK WATER DIPLOMACY FRAMEWORK: THE CASE STUDY OF MEKONG RIVER COMMISSION.
DOI: 10.5281/zenodo.15763898
title: ANALYZING THE RIVER BASIN ORGANIZATIONS IN THE MULTI-TRACK WATER DIPLOMACY FRAMEWORK: THE CASE STUDY OF MEKONG RIVER COMMISSION.
DOI: 10.15468/dl.cuza9c
title: Occurrence Download

description: A dataset containing 218863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix phlebophylla Andersson, Salix setchelliana C.R.Ball, Salix purpurea L., Selaginella selaginoides (L.) Schrank & C.F.P.Mart., Carex capillaris L.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 218863 records from 566 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074815-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s32adv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Cambodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074829-250525065834625/datasets/export for details.
DOI: 10.15468/dl.md5dnc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074830-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syskgz
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074827-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15763915
title: РАЗРАБОТКА  И  ИССЛЕДОВАНИЕ СВОЙСТВ ШЛИХТ НА ОСНОВЕ РИСОВОГО КРАХМАЛА И ПОЛИМЕРОВ
DOI: 10.5281/zenodo.15763916
title: РАЗРАБОТКА  И  ИССЛЕДОВАНИЕ СВОЙСТВ ШЛИХТ НА ОСНОВЕ РИСОВОГО КРАХМАЛА И ПОЛИМЕРОВ
DOI: 10.15468/dl.k4hd5x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074834-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5j6pp
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074833-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.32d89sj7
title: Fichier de validation de données de la base B-décès19
title: Data validation of the B-décès19 database

description: Fichier de validation des données issues du retraitement des actes de décès des habitants de Charleville au XIXe siècle dont le patronyme commençait par la lettre B.
description: This data set is gathering the data validation of the death civil certificates of the inhabitants of Charleville (France) in the XIXth century, whose surnames were beginning with the letter B.
DOI: 10.15468/dl.jmk33j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074836-250525065834625/datasets/export for details.