cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/p2t-xca-b1z
title: Rissoa similis Scacchi, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fd7-r8z-97x
title: Stenoplax mariposa (Dall, 1919)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ls-z91-4hx
title: Niveria nix (Schilder, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e2b-wmd-rwj
title: Epitonium occidentale (Nyst, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fa-9m2-xyz
title: Hanleya hanleyi (W. Bean, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8a1-fwq-j6j
title: Herpetopoma aspersum (R. A. Philippi, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7nc-7yv-6aj
title: Eulimella acicula (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69a-fr3-wva
title: Sypharochiton pelliserpentis (Quoy & Gaimard, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mk1-35n-l2v
title: Aliger gigas (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fv8-7t2-y94
title: Odostomia J. Fleming, 1813

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ljv-pll-3gm
title: Alvania hirta (Monterosato, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0l7-vwl-pza
title: Tritia pellucida (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7f5-a1j-btw
title: Raphitoma pseudohystrix (Sykes, 1906)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3gq-yqb-a10
title: Turbonilla acuta (Donovan, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2x-wfw-11v
title: Petricola lithophaga (Retzius, 1788)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h7r-861-ll1
title: Lepidochitona cinerea (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5vt-623-wjf
title: Limea crassa (Forbes, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8m-g94-bl0
title: Folinella Dall & Bartsch, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtw-ame-j9r
title: Rissoa membranacea (J. Adams, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ntl-cb2-gtx
title: Cypraea Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jb-706-hnd
title: Episcomitra cornicula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzr-a5x-t4p
title: Acanthocardia echinata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjd-psy-fbg
title: Terebra taurina ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2b4-0tg-gyx
title: Oxymeris senegalensis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/471-1g8-19l
title: Sabia conica (Schumacher, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e9c-jdb-ra0
title: Tivela mactroides (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqj-4bm-fwv
title: Patelloida latistrigata (Angas, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qan-55t-rqs
title: Nisiturris darnleyensis (Brazier, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41c-315-59x
title: Quickella arenaria (Potiez & Michaud, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j26-m45-ynq
title: Conus regius Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kc2-bmk-tzv
title: Pyrunculus pyriformis (A. Adams, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3r-z28-4bc
title: Ocenebra edwardsii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2c-q82-78e
title: Parvicardium exiguum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfz-t5q-b9b
title: Eastonia rugosa (Helbling, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2c-azs-hsc
title: Murex brevispina macgillivrayi Dohrn, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6bs-fdn-01s
title: Rissoa similis Scacchi, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8s6-cy8-l4k
title: Eulimidae R. A. Philippi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvf-ag3-pqa
title: Volvarina mitrella (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/per-6t6-3wy
title: Emarginula tenera Locard, 1891

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tza-mye-9zw
title: Rochefortina sandwichensis (E. A. Smith, 1885)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ts-ms3-wxe
title: Ischnochiton carinulatus (Reeve, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1h-amp-caw
title: Montacuta nitens Gatliff & Gabriel, 1911

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1g7-evg-abp
title: Chiton glaucus J. E. Gray, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ebk6nt
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracula felix",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003713-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyv9ys
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acestrocephalus nigrifasciatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003714-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yjrkc
title: Occurrence Download

description: A dataset containing 912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Centroselachus crepidater"
 ]
}

 The dataset includes 912 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003718-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxgp3m
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tasmannia membranea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 398 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003716-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18459371
title: Supplemental Material for Where Will They Click Next? A Social Foraging Model for Collaborating Teams

description: Research Data for: Where Will They Click Next? A Social Foraging Model for Collaborating Teams

Description

This dataset contains the supplementary materials for the CHI 2026 paper, "Where Will They Click Next? A Social Foraging Model for Collaborating Teams." The archive provides the necessary components to replicate and extend our study on the PFIS-T algorithm, a social foraging model designed for collaborating teams.

The materials include:





Source Code: Python implementations of the PFIS-T model, the evaluation pipeline, and visualization scripts for parameter sensitivity.




Anonymized Study Data: Raw and processed communication logs, as well as participant-level navigation data from debugging tasks.




Experimental Protocols: Materials used in the study design, including the Java parsing keyword lists and debugging task scenarios.



These materials are intended to support researchers in evaluating the methodology and adapting the PFIS-T framework for future studies in collaborative software engineering and Information Foraging Theory (IFT).
DOI: 10.5281/zenodo.18459372
title: Supplemental Material for Where Will They Click Next? A Social Foraging Model for Collaborating Teams

description: Research Data for: Where Will They Click Next? A Social Foraging Model for Collaborating Teams

Description

This dataset contains the supplementary materials for the CHI 2026 paper, "Where Will They Click Next? A Social Foraging Model for Collaborating Teams." The archive provides the necessary components to replicate and extend our study on the PFIS-T algorithm, a social foraging model designed for collaborating teams.

The materials include:





Source Code: Python implementations of the PFIS-T model, the evaluation pipeline, and visualization scripts for parameter sensitivity.




Anonymized Study Data: Raw and processed communication logs, as well as participant-level navigation data from debugging tasks.




Experimental Protocols: Materials used in the study design, including the Java parsing keyword lists and debugging task scenarios.



These materials are intended to support researchers in evaluating the methodology and adapting the PFIS-T framework for future studies in collaborative software engineering and Information Foraging Theory (IFT).
DOI: 10.15468/dl.ztfefe
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acestrocephalus pallidus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003719-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzf3hx
title: Occurrence Download

description: A dataset containing 29028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleutherodactylus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-84.8 23.9, -84.7 16.4, -65.2 13.9, -63.1 11.0, -56.9 15.5, -60.5 21.9, -79.3 27.8, -79.8 24.8, -84.8 23.9))"
 ]
}

 The dataset includes 29028 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003717-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5du9y2
title: Occurrence Download

description: A dataset containing 2036 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulophia graminea"
 ]
}

 The dataset includes 2036 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003720-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds007196.v1.0.1
title: The child Precision Functional Mapping (cPFM) dataset
DOI: 10.15468/dl.zy6hq8
title: Occurrence Download

description: A dataset containing 898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tasmannia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 898 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003721-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18567914
title: Research database - Antibacterial effect of the hydroalcoholic extract of Nostoc sphaericum (cushuro) on Streptococcus mutans

description: This database contains information on Nostoc sphaericum (cushuro) collected from Ñahuinpuquio Lagoon, located in the district and province of Chupaca, Junín Region, Peru. It includes a preliminary phytochemical screening and the evaluation of its inhibitory effect against Streptococcus mutans ATCC 25175.
DOI: 10.5281/zenodo.18567915
title: Research database - Antibacterial effect of the hydroalcoholic extract of Nostoc sphaericum (cushuro) on Streptococcus mutans

description: This database contains information on Nostoc sphaericum (cushuro) collected from Ñahuinpuquio Lagoon, located in the district and province of Chupaca, Junín Region, Peru. It includes a preliminary phytochemical screening and the evaluation of its inhibitory effect against Streptococcus mutans ATCC 25175.
DOI: 10.5281/zenodo.17873365
title: Spatio-temporal dynamics of surface water bodies across Sub-Saharan Africa

description: Supporting data for study: Spatio-temporal dynamics of surface water bodies acrossSub-Saharan Africa. The dataset includes a shapefile containing the geometries of surface water bodies across Sub-Saharan Africa (SSA_Waterbodies_v2), a shapefile of the administrative boundaries of Africa (Africa_Bound), time series of surface water extent of each water body contained in the shapefile of water body geometries (Time_Series) and the results of all analysis in csv form (Results).

The naming convention for all time series is {Water body Name}_time_series.csv.
DOI: 10.5281/zenodo.17970119
title: Spatio-temporal dynamics of surface water bodies across Sub-Saharan Africa

description: Supporting data for study: Spatio-temporal dynamics of surface water bodies acrossSub-Saharan Africa. The dataset includes a shapefile containing the geometries of surface water bodies across Sub-Saharan Africa (SSA_Waterbodies_v2), a shapefile of the administrative boundaries of Africa (Africa_Bound), time series of surface water extent of each water body contained in the shapefile of water body geometries (Time_Series) and the results of all analysis in csv form (Results).

The naming convention for all time series is {Water body Name}_time_series.csv.
DOI: 10.15468/dl.kym7vp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acestrocephalus stigmatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003722-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e198142v2-198503
title: Impacts and Implications of Transformative Adaptation in Food Systems in Response to Severe Droughts

description: Understanding
how food systems should optimally respond to disruptions from severe droughts
is crucial for long-term sustainability.
This study measures the economic and environmental impacts of reconfiguring the
fresh vegetable supply chain in response to drought risks, focusing on the case
of fresh broccoli. Employing a scenario-based production-transportation model, we
find that total supply-chain costs and food miles might decrease with increased
drought severity in California, which is achieved through relocating and
expanding production to Eastern states. These results provide information
supporting effective sustainable adaptation strategies for the food system
under severe droughts. Our research highlights the importance of creating
market incentives and removing barriers for farmers to transition to alternative
crops, promoting resilience and sustainability in food systems.
DOI: 10.15468/dl.txxg3c
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrobrycon starnesi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003724-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7aftu7
title: Occurrence Download

description: A dataset containing 847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achatocarpus praecox",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 847 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003723-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60508/fs8v-jf37
title: Automated detection of immune effector cell-associated neurotoxicity syndrome (ICANS) via quantitative EEG

description: This dataset and accompanying code support the reproduction of results
reported in [Eckhardt, Sun, Malik, et al., "Automated detection of immune
effector cell-associated neurotoxicity syndrome via quantitative EEG," _Ann
Clin Transl Neurol_ 2023;10(10):1776 -1789 (PMID
37545104)](https://pubmed.ncbi.nlm.nih.gov/37545104/). In that study, we
developed the EEG immune effector cell-associated neurotoxicity syndrome
(E-ICANS) score, a machine learning-derived metric for automated detection of
the presence and severity of neurotoxicity among patients receiving chimeric
antigen receptor (CAR)-T cell therapy. The model was trained and evaluated on
a retrospective cohort of CAR-T recipients monitored with continuous EEG at
two tertiary care centers (2016-2020) and demonstrated high criterion,
construct, and predictive validity. The dataset includes quantitative EEG
features, clinical variables, neurotoxicity grades, and associated outcomes.
Code for model training, evaluation, and figure generation is provided to
enable full reproduction of the published analyses.
DOI: 10.60508/g2v2-na22
title: Automated detection of immune effector cell-associated neurotoxicity syndrome (ICANS) via quantitative EEG

description: This dataset and accompanying code support the reproduction of results
reported in [Eckhardt, Sun, Malik, et al., "Automated detection of immune
effector cell-associated neurotoxicity syndrome via quantitative EEG," _Ann
Clin Transl Neurol_ 2023;10(10):1776 -1789 (PMID
37545104)](https://pubmed.ncbi.nlm.nih.gov/37545104/). In that study, we
developed the EEG immune effector cell-associated neurotoxicity syndrome
(E-ICANS) score, a machine learning-derived metric for automated detection of
the presence and severity of neurotoxicity among patients receiving chimeric
antigen receptor (CAR)-T cell therapy. The model was trained and evaluated on
a retrospective cohort of CAR-T recipients monitored with continuous EEG at
two tertiary care centers (2016-2020) and demonstrated high criterion,
construct, and predictive validity. The dataset includes quantitative EEG
features, clinical variables, neurotoxicity grades, and associated outcomes.
Code for model training, evaluation, and figure generation is provided to
enable full reproduction of the published analyses.
DOI: 10.3886/e245019
title: votes

description: test
DOI: 10.3886/e245019v1
title: votes

description: test
DOI: 10.15468/k3xtxn
title: NEON Biorepository Mosquito Collection (Pathogen Extracts)

description: Total nucleic acid extracts from mosquitoes collected at CO₂ CDC light traps at NEON terrestrial sites used for pathogen testing.
Sampling

Up to ten plots sampled per NEON site
Sampling bout frequency dependent on site and season type

Core sites/off-season: Three plots every week (while warm)
Core sites/field season: Ten plots every two weeks
Gradient sites/off-season: Not sampled
Gradient sites/field season: Ten plots every four weeks


Pre-2018: bout consisted of ~36 hours of trapping (two nights and the intervening day)
2018 onward: bout consists of ~24 hours of trapping (one night and one daytime interval)

Methods

Adult mosquitoes captured using CO₂-baited CDC light traps
During the field season, traps are emptied twice during a bout (once every ~12 hours)

Preservation

Sent to professional taxonomists for identification to species and sex
Representative individuals may be pinned and optionally sent for DNA barcoding
Species-sex groups combined by site bout and sent for pathogen testing or archived
Total nucelic acid (DNA and RNA) extracted; variety of methods used to test for mosquito pathogens; remaining extract archived
Stored in 2mL cryovials at &minus;80 &deg;C in the NEON Biorepository
DOI: 10.15468/webvhc
title: NEON Biorepository Mosquito Collection (DNA Extracts)

description: DNA extracts from mosquitoes collected at CO₂ CDC light traps at NEON terrestrial sites used for DNA barcoding.
Sampling

Up to ten plots sampled per NEON site
Sampling bout frequency dependent on site and season type

Core sites/off-season: Three plots every week (while warm)
Core sties/field season: Ten plots every two weeks
Gradient sites/off-season: Not sampled
Gradient sites/field season: Ten plots every four weeks


Pre-2018: bout consisted of ~36 hours of trapping (two nights and the intervening day)
2018 onward: bout consists of ~24 hours of trapping (one night and one daytime interval)

Methods

Adult mosquitoes captured using CO₂-baited CDC light traps
During the field season, traps are emptied twice during a bout (once every ~12 hours)

Preservation

Sent to professional taxonomists for identification to species and sex
Representative individuals may be pinned and optionally sent for DNA barcoding
Species-sex groups combined by site bout and sent for pathogen testing or archived
Unused PCR amplified genomic extract archived (5-30 ng/uL concentration)
Stored at &minus;80 &deg;C in the NEON Biorepository