cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k5q2m5
title: Occurrence Download

description: A dataset containing 15686 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is KHA Herbarium: collections of vascular plants"
 ]
}

 The dataset includes 15686 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012710-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7b852
title: Occurrence Download

description: A dataset containing 3238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palaeolama mirifica"
 ]
}

 The dataset includes 3238 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012713-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/vnyk-cm25
title: Pindal Cave speleothem dataset

description: Raw data for the Pindal Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.82144/1155b3ba
title: Happywhale - Killer whale in Southern Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.21233/3btf-jv90
title: Tamboril Cave speleothem dataset

description: Raw data for the Tamboril Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.5dgyu7
title: Occurrence Download

description: A dataset containing 105510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grus rubicunda",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 105510 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012682-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/ryax-5d69
title: Xiaobailong Cave speleothem dataset

description: Raw data for the Xiaobailong Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gbpw-d638
title: Shenqi Cave speleothem dataset

description: Raw data for the Shenqi Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.8t3u5u
title: Occurrence Download

description: A dataset containing 37821 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polioptila albiloris"
 ]
}

 The dataset includes 37821 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012714-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/eq3b-hr33
title: Buckeye Creek speleothem dataset

description: Raw data for the Buckeye Creek speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rawf-x143
title: Tityana Cave speleothem dataset

description: Raw data for the Tityana Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/e6dq-3t79
title: Rukiessa Cave speleothem dataset

description: Raw data for the Rukiessa Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.ufs39k
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedychium coronarium",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 320 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012715-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/dnar-pv77
title: Mawmluh Cave speleothem dataset

description: Raw data for the Mawmluh Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21227/mb9a-wc42
title: "Persistence Landscapes Across Privacy Budgets for Explanation Methods Across Differential Privacy Mechanisms"

description: "This dataset\/package supports experiments studying how post-hoc explanation methods change under differential privacy in a tabular credit-risk setting using the HELOC benchmark. It contains the processed experimental artifacts needed to reproduce stability analyses across privacy budgets for multiple differential privacy mechanisms (e.g., additive-noise perturbations, randomized response, DP-SGD, differentially private synthetic data generation, and DP-PCA-style transformations) and multiple explanation methods (e.g., LIME, KernelSHAP, Occlusion, Vanilla Gradient, Gradient\u00d7Input, Integrated Gradients, and SmoothGrad). For each (privacy mechanism, explainer, privacy budget) condition, the package provides outputs for a Mapper-based topological data analysis pipeline that converts per-instance attribution vectors into persistence diagrams and persistence landscapes, enabling quantitative comparison of explanation \u201cstructure\u201d as privacy noise increases. The release is intended to facilitate reproducible research on privacy\u2013explainability interactions and to provide benchmark artifacts for future work on stability metrics, robust explanation auditing, and privacy-preserving transparency.\u200b"
DOI: 10.21233/vend-5787
title: Paraiso Cave speleothem dataset

description: Raw data for the Paraiso Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/hwmv-5675
title: Hulu Cave speleothem dataset

description: Raw data for the Hulu Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/m98t-js02
title: Talisman Cave speleothem dataset

description: Raw data for the Talisman Cave speleothem dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.w5a25k
title: Occurrence Download

description: A dataset containing 1538 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Eriophyllum lanosum",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1538 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012716-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57rs9m
title: Occurrence Download

description: A dataset containing 534188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-12.60426 33.61940,43.66983 33.61940,43.66983 56.11940,-12.60426 56.11940,-12.60426 33.61940))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 534188 records from 1282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007643-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13026/ckte-3g83
title: bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset

description: Brain-computer interfaces (BCIs) have wide-ranging applications as solutions
for replacing or substituting neural output that has been lost because of
severe neuromuscular injury or disease, such as individuals with late-stage
amyotrophic lateral sclerosis (ALS). The P300-based BCI is one of the most
commonly researched BCI for communication. This BCI dataset is curated from
data originally generated from previous visual P300-based BCI speller studies,
which include single- and multi-session experiments under a wide range of
conditions. The BCI data are provided in an enriched and standardised format
with BCI data elements that align with developing IEEE P2731 Working Group
standards for BCI data to facilitate reusability. The data files, provided in
open European Data Format 'plus', contain: i) electroencephalography (EEG)
signals; ii) the BCI encoder, target characters and stimulus event markers for
P300 event related potential analysis; iii) BCI spelling outcomes and feedback
event markers for error related potential analysis; and if available, iv)
self-reported demographics (age, sex, race, ethnicity); v) ALS diagnosis and a
revised ALS Functional Rating Scale score obtained from medical records; and
vi) eye tracker signals.
DOI: 10.13026/0byy-ry86
title: bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset

description: Brain-computer interfaces (BCIs) have wide-ranging applications as solutions
for replacing or substituting neural output that has been lost because of
severe neuromuscular injury or disease, such as individuals with late-stage
amyotrophic lateral sclerosis (ALS). The P300-based BCI is one of the most
commonly researched BCI for communication. This BCI dataset is curated from
data originally generated from previous visual P300-based BCI speller studies,
which include single- and multi-session experiments under a wide range of
conditions. The BCI data are provided in an enriched and standardised format
with BCI data elements that align with developing IEEE P2731 Working Group
standards for BCI data to facilitate reusability. The data files, provided in
open European Data Format 'plus', contain: i) electroencephalography (EEG)
signals; ii) the BCI encoder, target characters and stimulus event markers for
P300 event related potential analysis; iii) BCI spelling outcomes and feedback
event markers for error related potential analysis; and if available, iv)
self-reported demographics (age, sex, race, ethnicity); v) ALS diagnosis and a
revised ALS Functional Rating Scale score obtained from medical records; and
vi) eye tracker signals.
DOI: 10.15468/dl.b8ncw2
title: Occurrence Download

description: A dataset containing 10695 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SANParks Herbarium Data for Kimberly South African National Parks Herbarium (KSAN)"
 ]
}

 The dataset includes 10695 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007706-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d592td
title: Occurrence Download

description: A dataset containing 2614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachycephalus vermiculatus (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 2614 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007707-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86jeph
title: Occurrence Download

description: A dataset containing 205967 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CM Birds Collection"
 ]
}

 The dataset includes 205967 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007700-250515123054153/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.28530251
title: Development of auditory word processing in different task settings: a neurophysiological study on orthographic processes in reading and spelling

description: The study compares electrophysiological correlates of auditory word processing between different orthography-related task settings and age groups (adults and children). After listening to a word stimulus, participants were asked to either spell the word (handwriting/spelling task) or to compare it to a visually presented word (word matching and orthographic decision tasks) or picture (baseline/picture matching task). The spelling task compared to the other tasks resulted in distinct electrophysiological patterns, starting after the first 320 ms (reflected in the N400 and LPC). These effects were similar both in adults and children. Furthermore, the spelling task resulted in stronger attentional focusing in both age groups, reflected in the early auditory evoked potentials (AEP) N1-P2 of the adult group and a distinctive centroparietal positivity (P300) in the child group. These results provide important insights into the development of spelling-related ERP components (N400, LPC) and AEP (P1-N1-P2).
DOI: 10.6084/m9.figshare.28530251.v1
title: Development of auditory word processing in different task settings: a neurophysiological study on orthographic processes in reading and spelling

description: The study compares electrophysiological correlates of auditory word processing between different orthography-related task settings and age groups (adults and children). After listening to a word stimulus, participants were asked to either spell the word (handwriting/spelling task) or to compare it to a visually presented word (word matching and orthographic decision tasks) or picture (baseline/picture matching task). The spelling task compared to the other tasks resulted in distinct electrophysiological patterns, starting after the first 320 ms (reflected in the N400 and LPC). These effects were similar both in adults and children. Furthermore, the spelling task resulted in stronger attentional focusing in both age groups, reflected in the early auditory evoked potentials (AEP) N1-P2 of the adult group and a distinctive centroparietal positivity (P300) in the child group. These results provide important insights into the development of spelling-related ERP components (N400, LPC) and AEP (P1-N1-P2).
DOI: 10.15468/dl.kp6bjm
title: Occurrence Download

description: A dataset containing 116435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Nassella (Trin.) É.Desv."
 ]
}

 The dataset includes 116435 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007693-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fqp-am4-x8x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/87r-x93-89v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyr-3gw-wc3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vmn-kna-pfg
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsa-x5j-67m
title: Canda Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wah-fm6-y42
title: Cellaria fistulosa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4tq-pkl-t0b
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4v-wmd-504
title: Microporella ciliata (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kd-1ey-gj8
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kzt-lp5-sqj
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lc0-l7j-myg
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mac-hhf-wfg
title: Pentapora fascialis (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4r-c5c-f24
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65x-7xy-5nt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l6y-2xm-knj
title: Scrupocaberea maderensis (Busk, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g6x-pn8-3vn
title: Desmos Lour.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkb-9kj-332
title: Cellaria salicornioides Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdq-27d-ywz
title: Cupuladria Canu & Bassler, 1919

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y36-czs-rzq
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prq-fzx-wz8
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fe-7mq-pr4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tmd-esq-w2f
title: Catenicella de Blainville, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v55-9aj-5qz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1x-6n8-hgb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnr-y5l-pym
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wc-t1a-cya
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3b-8yl-hcz
title: Sorex Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yd5-1nt-v4z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qr-9nh-xla
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8nr-wmf-d9p
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfx-bvr-58c
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z8c-wsk-jpl
title: †Cellaria elongata Canu, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/le3-13h-l3w
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zlv-9m6-lbl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1z5-26w-emv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/43z-120-na0
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pvz-c0r-4qw
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0nb-5c6-52g
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwk-gv4-nr9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50j-mny-25k
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.