cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4cvdfh
title: Occurrence Download

description: A dataset containing 28831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Juncus effusus L."
 ]
}

 The dataset includes 28831 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009786-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17172/nomad/2025.05.01-1
title: NOMAD dataset: Materials Database from All-electron Hybrid Functional DFT Calculations
DOI: 10.7924/r4rf60w47
title: Data from: Utility of coherence-based adaptive frequency selection in a clinical scanner

description: Abstract: Many advances have been made in ultrasound beamforming and signal processing in the past several decades. However, there is currently no widely validated method by which scanner parameters such as imaging frequency are selected. Additionally, sonographers face a host of physical and logistical challenges during the course of a standard ultrasound examination, thereby limiting the efficacy of manual and time-consuming methods to select scanning parameters. We describe and evaluate an adaptive frequency selection method which seeks to predict the imaging frequency that maximizes image quality using spatial coherence, a well-established metric for quantifying clutter levels in vivo, as a real-time feedback metric. This study investigated the efficacy of adaptive frequency selection in the presence of clutter in healthy volunteers with a variety of body habitus. The adaptively selected frequency was determined using a measurement of target detectability, which combines both coherence and resolution information. This selected frequency was evaluated in a reader study comparing the selected frequency to the transducer default frequency. Statistical testing revealed a significant increase in the overall image quality of adaptively selected images compared to default images (p<0.001). These results suggest that an imaging frequency can be adaptively selected to improve target detection. 

Summary of Data - Results from a reader study of ultrasound image quality. Exported data from signal to noise ratio measurements from raw ultrasound data. Code to make plots and display image results.
DOI: 10.15468/dl.qh4e9w
title: Occurrence Download

description: A dataset containing 690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates capito (LeConte, 1855))"
 ]
}

 The dataset includes 690 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009788-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vdejkp
title: RAVON (NL) - Fish observations extracted from historic reports 1860-1907

description: At the large fish markets fish landings of the important migratory fish species (Atlantic sturgeon, Atlantic salmon, seatrout and allis shad) on the large rivers and coastal waters were reported weekly, monthly and/or anually in the period 1860-1907. Data were digitalized into a database from the historic reports.
DOI: 10.60520/ieda/113798
title: Major and trace element geochemical analyses of Jurassic igneous rocks from the Caucasus Basin in the Greater Caucasus, Republic of Georgia

description: This dataset consists of whole-rock major and trace element geochemistry from Jurassic igneous rocks collected in the Greater Caucasus in the Republic of Georgia. The measurements include XRF and ICP-MS analyses conducted at Washington State University. The rocks were collected along two transects in the Greater Caucasus, one along the Enguri river and the other along the Tskhenistskali river. This dataset accompanies a manuscript accepted for publication in Geochemistry, Geophysics, Geosystems.
description: Vasey, D.A., Cowgill, E., VanTongeren J.A., Anderson, C.O., (accepted), "Relict Back-Arc Basin Crustal Structure in the Western Greater Caucasus, Georgia," Geochemistry, Geophysics, Geosystems.
DOI: 10.15468/dl.qaj7he
title: Occurrence Download

description: A dataset containing 1057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Mecyna flavalis (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 1057 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009790-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/mkwp8o
title: RAVON (NL) - Fish observations extracted from Hoek (1888) and Hoek (1897)

description: Fish observations from the lower Rhine/Meuse delta collected by anchored nets extracted from reports by Hoek (1888) and Hoek (1897)
DOI: 10.15468/cc0qgx
title: RAVON (NL) - Fish observations extracted from Hoek (1890) and Redeke (1921)

description: Fish observations from the Zuiderzee extracted from a large scale research with beam trawls and pelagic nets derived from a report by Hoek (1890) and a fish stock research by fyke nets in polder de Nes near Vreeland Redeke (1921).
DOI: 10.15468/dl.cx6zq4
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((125.60653 10.48195,125.58646 10.40205,125.54815 10.39651,125.52341 10.35154,125.48134 10.33136,125.49355 10.23974,125.48034 10.19839,125.47896 10.1596,125.45011 10.13104,125.44999 10.05845,125.48888 10.04864,125.46772 10.00587,125.49436 9.95494,125.53996 9.93059,125.54449 9.90302,125.55634 9.87556,125.5679 9.84904,125.56045 9.8094,125.57614 9.78309,125.59196 9.77965,125.61803 9.797,125.62942 9.81088,125.6731 9.81911,125.72707 9.86149,125.71919 9.9162,125.69709 9.95608,125.68626 9.98697,125.70922 10.03752,125.71147 10.08379,125.67864 10.13074,125.69716 10.18201,125.6698 10.22854,125.67082 10.27861,125.68337 10.33223,125.70549 10.38569,125.68793 10.44465,125.66444 10.49272,125.60653 10.48195))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rodentia"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009791-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/edt24y
title: RAVON (NL) - Fish observations extracted from Redeke (1907)

description: Fish observations from the Zuiderzee extracted from a research report by Redeke (1907). The research was conducted to indicate species richness, spawning and nursing areas and over fishing.
DOI: 10.15468/dl.cbrayj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Aquarana Dubois, 1992)"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009792-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh7aeh
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'SA'
 AND (occurrence.taxonkey = 7438072 OR occurrence.acceptedtaxonkey = 7438072 OR occurrence.kingdomkey = 7438072 OR occurrence.phylumkey = 7438072 OR occurrence.classkey = 7438072 OR occurrence.orderkey = 7438072 OR occurrence.familykey = 7438072 OR occurrence.genuskey = 7438072 OR occurrence.specieskey = 7438072)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 occurrence.countrycode

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009782-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw5z7a
title: Occurrence Download

description: A dataset containing 2607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Griposia aprilina (Linnaeus, 1758)"
 ]
}

 The dataset includes 2607 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009793-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rjwbr
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sesuvium portulacastrum (L.) L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009794-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13wa9vp
title: Transcriptomics in Black carp (Mylopharyngodon piceus)

description: Invasive carp (silver carp, bighead carp, grass carp, and black carp) are a highly impactful species with high fecundities, and they are currently expanding their ranges throughout the Central United States. These four species are known to avoid the conventional gear used to capture native fish species, and traditional removal methods are highly inefficient at capturing fish when at low abundance. Therefore, new tools are needed for resource managers to manage these invasive species and minimize the risk of them spreading more effectively. The USGS Ecosystems Mission Area Invasive Species Program supports ongoing research in support of the Great Lakes Restoration Initiative to develop and test control technologies for invasive carp, including the invasive molluscivore black carp. This project will sequence a transcriptome from black carp tissues to support the development of target genes for RNA interference (RNAi). A limited number of pesticides are available or in development, although these are toxic chemicals and can have significant non-target effects. Synthetic biology technologies have the potential to effectively target low-abundance populations and be truly species-specific without non-target effects. Several synthetic biology technologies can be considered, and we will use modeling to evaluate the potential of these technologies to exploit natural processes and control invasive carp. One technology that seems to have the most practical application and the most straightforward path forward to implementation is RNA interference. In addition to modeling other technologies, we will develop and evaluate RNA interference control tools for controlling black carp. The transcriptome sequence of black carp is required before any siRNA molecules can be designed, and it will also enable numerous other genetic studies to be initiated. This powerful method is both targeted and untargeted, allowing scientists to detect black carp homologs to known gene networks characterized in model fish species and identify new gene pathways that may be unique to black carp. Sequencing the entire transcriptome increases the chance for success at identifying genes that are essential to black carp physiology and vulnerable to perturbation by RNA interference
DOI: 10.15468/dl.9bsyex
title: Occurrence Download

description: A dataset containing 128816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "GadmGid is USA.7_1",
 "Year 1900-2025"
 ]
}

 The dataset includes 128816 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009787-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7gnk7
title: Occurrence Download

description: A dataset containing 10150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Craniophora ligustri (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 10150 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009796-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9ukwy7
title: RCE - Zooarchaeological reference collection

description: The archaeology department of the Cultural Heritage Agency holds a zooarchaeological reference collection. The collection consists of fossil, archaeological and recent remains of mammals, birds, fish and mollusks. Our aim is to support zooarchaeological research. Therefore we want to publish a catalogue of our collection, so researchers can browse the collection from home, before planning a visit.
DOI: 10.15468/dl.hsvbut
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Limnothrissa miodon (Boulenger, 1906)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009798-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khhgpx
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Labia minor (Linnaeus, 1758)"
 ]
}

 The dataset includes 299 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009799-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wckuwm
title: Occurrence Download

description: A dataset containing 1407186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "TaxonKey is Eucalyptus L'Hér.",
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 }
 ]
}

 The dataset includes 1407186 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009789-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14752892
title: Additional Data from: Machine Learning for Enhanced Identification Probability in RPLC/HRMS Non-Targeted Workflows

description: §  Additional file 1

A spreadsheet with a list of compounds used to train the pre-trained model, the molecular fingerprint-to-retention time index (MF-to-RTI) model.

§  Additional file 2

A spreadsheet with a list of pre-selected cumulative neutral loss (CNL) masses-of-interest and their corresponding quantities.

§  Additional file 3

A spreadsheet with a list of compounds and their corresponding quantities of tandem mass spectra used for training the cumulative neutral loss-to-retention time index (CNL-to-RTI) model.

§  Additional file 4

A spreadsheet with a list of true RTI values of compound calibrants used in Model 1’s training and testing with publicly available MS/MS spectra, accompanying the predicted values from Models 1 and 2, and the RTI error from their true values.
DOI: 10.15468/dl.r9tubn
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamarix chinensis Lour.",
 "Year 2000-2025"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009800-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmnwft
title: Occurrence Download

description: A dataset containing 6036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Rhagium mordax (Degeer, 1775)"
 ]
}

 The dataset includes 6036 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009801-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xkz3bj2xbn.1
title: Perception Survey Data on Vertical Greenery Systems among Office Employees in Delhi, India
DOI: 10.15468/dl.4xgkrx
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019159-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5z3tud
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 359 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019160-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2nm8csycxh
title: The effect of differentiated instruction on conceptual understanding in learning application of derivatives

description: This research study investigated the effectiveness of differentiated instruction on Grade 12 students' conceptual understanding of derivatives in Addis Ababa, Ethiopia. Three groups were compared: one using traditional instruction and two employing differentiated instruction based on either learning readiness levels or mathematical thinking styles. The study used a quasi-experimental design with pre- and post-tests, employing statistical analyses like paired t-test, ANOVA and ANCOVA to determine significant differences in conceptual understanding.his dataset contains groups, participant's code, learning readiness level (LRL) and Mathematical Thinking Style (MTS), raw data of conceptual understanding (CU) pre-, post and gain scores collected from a quasi-experimental study investigating the effect of differentiated instruction (DI) on students' conceptual understanding of the application of derivatives in Grade 12 mathematics.
DOI: 10.17632/2nm8csycxh.1
title: The effect of differentiated instruction on conceptual understanding in learning application of derivatives

description: This research study investigated the effectiveness of differentiated instruction on Grade 12 students' conceptual understanding of derivatives in Addis Ababa, Ethiopia. Three groups were compared: one using traditional instruction and two employing differentiated instruction based on either learning readiness levels or mathematical thinking styles. The study used a quasi-experimental design with pre- and post-tests, employing statistical analyses like paired t-test, ANOVA and ANCOVA to determine significant differences in conceptual understanding.his dataset contains groups, participant's code, learning readiness level (LRL) and Mathematical Thinking Style (MTS), raw data of conceptual understanding (CU) pre-, post and gain scores collected from a quasi-experimental study investigating the effect of differentiated instruction (DI) on students' conceptual understanding of the application of derivatives in Grade 12 mathematics.
DOI: 10.15468/dl.9nd4ps
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neuontobotrys lanata"
 ]
}

 The dataset includes 120 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019162-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.