cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8huvs2
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artibeus gnomus Handley, 1987"
 ]
}

 The dataset includes 878 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236270-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwzju4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica rapa",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041267-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.garcbh
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.zk5dnx
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela plicata",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041269-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b74eh
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica rapa",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 712 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041268-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bak8vy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica rapa",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041270-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wkhgby
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Porzana carolina)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041272-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16414852
title: Precise temporal dynamics of ripple events support order memory in human hippocampal-cortical circuits

description: This dataset contains intra-cranial EEG (iEEG) recordings related to the paper: "Precise temporal dynamics of ripple events support order memory in human hippocampal-cortical circuits" by Seger et al.

The files in this dataset were saved as .MAT files. 

The dataset includes the following zip files:

1. “Hippo.zip" 

2. “OFC.zip" 

3. “PCC.zip" 

4. "MatlabCode.zip"

Zip file "MatlabCode.zip" contains the MATLAB code used to extract the ripple signal and detect ripple onset and offset times 

A descrition of each matlab script is given below:

1. "get_rippleSignal_norman.m": functon that extracts ripple band signal according to Norman et. al 20192. "get_rippleSignal_vaz.m": function that extract ripple band signal according to Vaz et. al 2019.3. "rippleDetector_norman.m": function that detects ripple onset and offset time according to Norman et. al 2019 and extracts phase at ripple onset.4. "rippleDetector_vaz.m": function that detects ripple onset and offset time according to Vaz et. al 2019 and extracts phase at ripple onset.

Zip files “Seger_et_al_2025_Hipp.zip", “Seger_et_al_2025_OFC.zip", and “Seger_et_al_2025_PCC.zip" contain the electrode data for the three brain regions that were evaluated in this paper hippocampus (Hipp), orbitofrontal cortex (OFC), and posterior cingulate cortex (PCC). Each zip file contains a collection of '.mat' files. Each '.mat' file has the data for a single electrode. The name of the file gives the subject ID number and the specific electrode number for the data in that file. 

The data structure for all '.mat' files contained in '.zip' files 1-3 is idendical and described below:

1. "EEG_SESSION" : contains the raw EEG over the extire experimental session (sampled at 1000 Hz).

2. "encoding_itemLevel": contains an event structure with item level information during encoding. A decription of the event structure subfields is as follows:

list: list number for the itemserial position: serial position of item at encodingdecode_serialpos: serial position of item at retrievalcondition: behavioral classification of itemstart_offset: offset within EEG_SESSION where this item beginsend_off: offset within EEG_SESSION where this item ends

3. "encoding_listLevel": contains an event structure with list level information during encoding. A description of the event structure is as follows:list:

list number for the listcondition: cell structure containing the behavioral classification for all items in the liststart_offset: offset within EEG_SESSION where this list beginsend_off: offset within EEG_SESSION where this list endsnumCorrect: the number of behavioral item classified as correct for the list.

4. "encoding_listLevel": contains an event structure with list level information during encoding. The fields of the event structure are identical to "encoding_listLevel".
DOI: 10.5281/zenodo.16414853
title: Precise temporal dynamics of ripple events support order memory in human hippocampal-cortical circuits

description: This dataset contains intra-cranial EEG (iEEG) recordings related to the paper: "Precise temporal dynamics of ripple events support order memory in human hippocampal-cortical circuits" by Seger et al.

The files in this dataset were saved as .MAT files. 

The dataset includes the following zip files:

1. “Hippo.zip" 

2. “OFC.zip" 

3. “PCC.zip" 

4. "MatlabCode.zip"

Zip file "MatlabCode.zip" contains the MATLAB code used to extract the ripple signal and detect ripple onset and offset times 

A descrition of each matlab script is given below:

1. "get_rippleSignal_norman.m": functon that extracts ripple band signal according to Norman et. al 20192. "get_rippleSignal_vaz.m": function that extract ripple band signal according to Vaz et. al 2019.3. "rippleDetector_norman.m": function that detects ripple onset and offset time according to Norman et. al 2019 and extracts phase at ripple onset.4. "rippleDetector_vaz.m": function that detects ripple onset and offset time according to Vaz et. al 2019 and extracts phase at ripple onset.

Zip files “Seger_et_al_2025_Hipp.zip", “Seger_et_al_2025_OFC.zip", and “Seger_et_al_2025_PCC.zip" contain the electrode data for the three brain regions that were evaluated in this paper hippocampus (Hipp), orbitofrontal cortex (OFC), and posterior cingulate cortex (PCC). Each zip file contains a collection of '.mat' files. Each '.mat' file has the data for a single electrode. The name of the file gives the subject ID number and the specific electrode number for the data in that file. 

The data structure for all '.mat' files contained in '.zip' files 1-3 is idendical and described below:

1. "EEG_SESSION" : contains the raw EEG over the extire experimental session (sampled at 1000 Hz).

2. "encoding_itemLevel": contains an event structure with item level information during encoding. A decription of the event structure subfields is as follows:

list: list number for the itemserial position: serial position of item at encodingdecode_serialpos: serial position of item at retrievalcondition: behavioral classification of itemstart_offset: offset within EEG_SESSION where this item beginsend_off: offset within EEG_SESSION where this item ends

3. "encoding_listLevel": contains an event structure with list level information during encoding. A description of the event structure is as follows:list:

list number for the listcondition: cell structure containing the behavioral classification for all items in the liststart_offset: offset within EEG_SESSION where this list beginsend_off: offset within EEG_SESSION where this list endsnumCorrect: the number of behavioral item classified as correct for the list.

4. "encoding_listLevel": contains an event structure with list level information during encoding. The fields of the event structure are identical to "encoding_listLevel".
DOI: 10.15468/dl.2jdyrv
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela plicata",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041273-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/e711a3af-c365-43e9-bc19-788927a78685
title: Deep Discoverer Navigation System Deployed 2015-01-01

description: The Deep Discoverer ROV Navigation 01 was deployed on 2015-01-01 on Deep Discoverer. This Remotely Operated Vehicle is operated by the National Oceanic and Atmospheric Administration (NOAA) Office of Ocean Exploration and Research (OER). This device is a Navigation System. Navigational instruments are used to measure and record positional information of ships, buoys, and autonomous underwater vehicles (AUVs). Typical sensors include latitude, longitude, speed, heading, pitch, roll, and depth. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dd.snxnc5
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.q6hwk5
title: Occurrence Download

description: A dataset containing 13289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aucuba japonica"
 ]
}

 The dataset includes 13289 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041271-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvt367
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela plicata",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041275-250717081556266/datasets/export for details.
DOI: 10.15468/dl.sfpd77
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudauchenipterus nodosus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 358 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041274-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dxudy
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Tracheophyta [GBIF Backbone Taxonomy])",
 "Geometry POLYGON((-73.24028756306618 51.35838299331337,-73.24028756306618 51.238703891298,-72.72310659747991 51.238703891298,-72.72310659747991 51.35838299331337,-73.24028756306618 51.35838299331337))"
 ]
 }
 ]
}

 The dataset includes 111 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041276-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16415118
title: Vapreotide nd Octreotide LPCM prodrugs PAMPA permeability
DOI: 10.5281/zenodo.16415119
title: Vapreotide nd Octreotide LPCM prodrugs PAMPA permeability
DOI: 10.15468/dl.xn7rs4
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triteleia crocea"
 ]
}

 The dataset includes 386 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041277-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxmqv4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Porzana carolina)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041278-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/0824e9c3-e2af-4488-a868-54ff30e8f086
title: Seirios Conductivity Temperature Depth Deployed 2015-01-01

description: The Sea-Bird SBE 9plus on ROV Seirios was deployed on 2015-01-01 on Seirios. This Remotely Operated Vehicle is operated by National Oceanic and Atmospheric Administration (NOAA) Office of Ocean Exploration and Research (OER). It is a support vehicle to the ROV Deep Discoverer. This device is a Conductivity Temperature Depth. Conductivity Temperature Depth (CTD) is an instrument package that contains sensors for measuring the conductivity, temperature, and pressure of seawater. Salinity, sound velocity, depth and density are variables that can be derived from sensor measurements. CTDs can carry additional instruments and sensors such as oxygen sensors, turbidity sensors and fluorometers. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.6084/m9.figshare.29640821
title: Frameworks: Infrastructure for Political and Social Event Data Using Machine Learning

description: The study of political violence is a central concern for researchers and analysts who have devoted significant resources to monitor, understand, and predict political violence at a global scale. Baded on prior NSF grants (OAC-1931541, SBE-SMA-1539302), this research develops and extends ConfliBERT, a domain-specific language model trained on an expert-curated corpus about conflict and political violence (Hu et al. 2022). ConfliBERT improves downstream tasks for conflict research while significantly alleviating human annotation efforts. We expand ConfliBERT to multilingual settings including Arabic and Spanish, update our corpora in sustainable ways, retrain ConfliBERT on a continuous basis, provide new political network data, and develop our language models for users to create customized datasets and applications. <br>
DOI: 10.6084/m9.figshare.29640821.v1
title: Frameworks: Infrastructure for Political and Social Event Data Using Machine Learning

description: The study of political violence is a central concern for researchers and analysts who have devoted significant resources to monitor, understand, and predict political violence at a global scale. Baded on prior NSF grants (OAC-1931541, SBE-SMA-1539302), this research develops and extends ConfliBERT, a domain-specific language model trained on an expert-curated corpus about conflict and political violence (Hu et al. 2022). ConfliBERT improves downstream tasks for conflict research while significantly alleviating human annotation efforts. We expand ConfliBERT to multilingual settings including Arabic and Spanish, update our corpora in sustainable ways, retrain ConfliBERT on a continuous basis, provide new political network data, and develop our language models for users to create customized datasets and applications. <br>
DOI: 10.15468/dl.6atqxs
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maerua subcordata",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041281-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkygpq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia phaeacantha",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041279-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n649tk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia phaeacantha",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041280-250717081556266/datasets/export for details.
DOI: 10.5066/p9gk29nm
title: Sea-Floor Sediment and Imagery Data Collected in Long Island Sound, Connecticut and New York, 2017 and 2018

description: Two marine geological surveys were conducted in Long Island Sound, Connecticut and New York, in fall 2017 and spring 2018 by the U.S. Geological Survey, University of Connecticut, and University of New Haven through the Long Island Sound Mapping and Research Collaborative. Sea-floor images and videos were collected at 210 sampling sites within the survey area, and surficial sediment samples were collected at 179 of the sites. The sediment data and the observations from the images and videos are used to identify sediment texture and sea-floor habitats.
DOI: 10.15468/dl.2yxuw2
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica rapa",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041282-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/b2851aed-b757-464f-b1ec-f6d675c8d5fd
title: Seirios Navigation System Deployed 2015-01-01

description: The Seirios ROV Navigation 01 was deployed on 2015-01-01 on Seirios. This Remotely Operated Vehicle is operated by National Oceanic and Atmospheric Administration (NOAA) Office of Ocean Exploration and Research (OER). It is a support vehicle to the ROV Deep Discoverer. This device is a Navigation System. Navigational instruments are used to measure and record positional information of ships, buoys, and autonomous underwater vehicles (AUVs). Typical sensors include latitude, longitude, speed, heading, pitch, roll, and depth. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.ph7xn3
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acridotheres tristis",
 "Country is Bahrain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 588 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041284-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfzfs5
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pimelodella laticeps)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 54 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041285-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/8bff2a23-88cc-4ac0-ad24-3e3b49fcfbd8
title: Deep Discoverer Temperature Sensor Deployed 2015-01-01

description: The Temperature Probe on Deep Discoverer ROV was deployed on 2015-01-01 on Deep Discoverer. This Remotely Operated Vehicle is operated by the National Oceanic and Atmospheric Administration (NOAA) Office of Ocean Exploration and Research (OER). This device is a Temperature Sensor. Temperature sensors measure water or ground temperatures. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.