cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7284/165102
title: Anemometer data collected during research cruise SKQ202510S using a Gill WindObserver 75 instrument system onboard the platform RV Sikuliaq

description: Processed data created by vessel technician during a Field_expedition
DOI: 10.7284/165103
title: Anemometer data collected during research cruise SKQ202510S using a Gill WindObserver 75 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165110
title: Anemometer data collected during research cruise SKQ202510S using a RMYoung 85004 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.r6ah8r
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamabainia cuspidata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 383 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000132-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/165111
title: Anemometer data collected during research cruise SKQ202510S using a RMYoung 85004 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165112
title: Anemometer data collected during research cruise SKQ202510S using a RMYoung 85004 instrument system onboard the platform RV Sikuliaq

description: Processed data created by vessel technician during a Field_expedition
DOI: 10.7284/165113
title: Anemometer data collected during research cruise SKQ202510S using a RMYoung 85004 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165124
title: Anemometer data collected during research cruise SKQ202510S using a Metek Metek uSonic-3 Omni instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165104
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise SKQ202510S using a SeaBird SBE-911+ instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165097
title: Flowmeter data collected during research cruise SKQ202510S using a Krohne Optiflux 5000 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165098
title: GNSS (Global Navigation Satellite System) data collected during research cruise SKQ202510S using a CCTech C-Nav 3050 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165121
title: Gravimeter data collected during research cruise SKQ202510S using a DgS AT1M instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165119
title: Gyrocompass data collected during research cruise SKQ202510S using a Kongsberg MGC R3 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.83rbnk
title: Occurrence Download

description: A dataset containing 2315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-54.28171 -24.05612,-54.26472 -24.08475,-54.26276 -24.10503,-54.27322 -24.13902,-54.25884 -24.15989,-54.2412 -24.18254,-54.22291 -24.20757,-54.22029 -24.23677,-54.21637 -24.26298,-54.19155 -24.28025,-54.17456 -24.25702,-54.17783 -24.23617,-54.17717 -24.20161,-54.19351 -24.17062,-54.21049 -24.15154,-54.22095 -24.12829,-54.21768 -24.10324,-54.22879 -24.07521,-54.25754 -24.04061,-54.28171 -24.05612))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2315 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000133-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/165120
title: Gyrocompass data collected during research cruise SKQ202510S using a Kongsberg MGC R3 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165105
title: INS (Inertial Navigation System) data collected during research cruise SKQ202510S using a Kongsberg Seapath 380+ instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165123
title: INS (Inertial Navigation System) data collected during research cruise SKQ202510S using a Kongsberg Seapath 380+ instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165109
title: Meteorological Station data collected during research cruise SKQ202510S using a Paroscientific MET4A instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165106
title: Multibeam Echosounder data collected during research cruise SKQ202510S using a Kongsberg EM710 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165107
title: Multibeam Echosounder data collected during research cruise SKQ202510S using a Kongsberg EM710 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165117
title: Multibeam Echosounder data collected during research cruise SKQ202510S using a Kongsberg EM304 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165118
title: Multibeam Echosounder data collected during research cruise SKQ202510S using a Kongsberg EM304 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165099
title: Radiometer data collected during research cruise SKQ202510S using a Biospherical QSR-2150 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165114
title: Radiometer data collected during research cruise SKQ202510S using a KippZonen SMP21 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165115
title: Radiometer data collected during research cruise SKQ202510S using a KippZonen SGR4 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165125
title: Air Temperature data collected during research cruise SKQ202510S using a HEITRONICS CT09.85 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.9q2gwn
title: Occurrence Download

description: A dataset containing 1614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachelyopterus galeatus"
 ]
}

 The dataset includes 1614 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000134-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/165101
title: Water Temperature data collected during research cruise SKQ202510S using a HEITRONICS CT15.10 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165108
title: Water Temperature data collected during research cruise SKQ202510S using a SeaBird SBE-38 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165122
title: Water Temperature data collected during research cruise SKQ202510S using a SeaBird SBE-38 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/165100
title: TSG (Thermosalinograph) data collected during research cruise SKQ202510S using a SeaBird SBE-45 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.15827448
title: Pickering double emulsions stabilized by acylated cellulose nanocrystals for oral co-delivery of macromolecules and permeation enhancers

description: Data and microscopy images of manuscript 'Pickering double emulsions stabilized by acylated cellulose nanocrystals for oral co-delivery of macromolecules and permeation enhancers'
DOI: 10.7284/164035
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise SP2508 using a Hawaii UHDAS instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.15827447
title: Pickering double emulsions stabilized by acylated cellulose nanocrystals for oral co-delivery of macromolecules and permeation enhancers

description: Data and microscopy images of manuscript 'Pickering double emulsions stabilized by acylated cellulose nanocrystals for oral co-delivery of macromolecules and permeation enhancers'
DOI: 10.7284/164034
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise SP2508 using a SeaBird SBE-911+ instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/164039
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2508 using a Furuno GP-170 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/164040
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2508 using a Trimble BX992 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/164041
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2508 using a Furuno GP-170 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/164036
title: Gyrocompass data collected during research cruise SP2508 using a Furuno Furuno SC-30 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/164037
title: Meteorological Station data collected during research cruise SP2508 using a SIO MET-System instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.21223/p3/cjxhjj
title: Dataset for: Study of Descentralized Agroecological Fairs in Peru: Dataset 6 - Mapping Food Supply Networks by Key Food Groups

description: Network analysis, which consisted of recording the distances traveled by representative foods from food groups considered key or most important (vegetables, grains, tubers, fruits, legumes, and dairy products). This was carried out by collecting data on their geographic origin (producer) and final destination (consumer) using a sample of 15 stalls per market. To map the networks by food group, a minimum of five vendors or stalls per food group were randomly identified. When it was not possible to find at least five vendors per food group, information was collected from all available vendors. The instrument used was a structured survey divided into two parts: (1) a format with questions directed to the vendor, recorded using digital tablets; and (2) a printed format with questions for the consumer, which was left with the vendor. This second part relied on the collaboration of the vendors (with prior consent and willingness), who were asked to record information on the location of consumers—or the final destination of the products—who made purchases at their stalls during the market day.
DOI: 10.7284/164038
title: Singlebeam Echosounder data collected during research cruise SP2508 using a Knudsen 3260 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/166598
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise SP2536 using a Hawaii UHDAS instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/166602
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2536 using a Furuno GP-170 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/166603
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2536 using a Trimble BX992 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/166604
title: GNSS (Global Navigation Satellite System) data collected during research cruise SP2536 using a Furuno GP-170 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/166599
title: Gyrocompass data collected during research cruise SP2536 using a Furuno Furuno SC-30 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.31189645
title: <b>Survival at the edge: Genomic vulnerability and genetic purging of a limestone cliff-endemic sky island shrub under climate change</b>

description: 转录组和代谢组残存 <i>Lonicera oblata</i>在Ca<sup>2+</sup>压力
DOI: 10.6084/m9.figshare.31189645.v1
title: <b>Survival at the edge: Genomic vulnerability and genetic purging of a limestone cliff-endemic sky island shrub under climate change</b>

description: 转录组和代谢组残存 <i>Lonicera oblata</i>在Ca<sup>2+</sup>压力
DOI: 10.7284/166600
title: Meteorological Station data collected during research cruise SP2536 using a SIO MET-System instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/166601
title: Singlebeam Echosounder data collected during research cruise SP2536 using a Knudsen 3260 instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.13140/rg.2.2.29966.22082
title: Mgmt 615 HW 1 Draft Revised Edition
DOI: 10.6084/m9.figshare.31189639
title: Mapping of the Human Rubrospinal Tract: 1300-Subregion Absolute Force Verification

description: This dataset provides a high-resolution, real-time mapping of the Rubrospinal Tract, verified through the 1300-Subregion coordinate system. It documents the precise structural transition from the Bilateral Red Nuclei through the Ventral Tegmental Decussation into a mirrored, parallel vertical descent.
The mapping confirms a 1.0 Status signal integrity, establishing the pathway as a Clear-Conductor free of legacy system noise. All data points are validated via SHA-256 checksum (d3f82a7e1c5b9d4f0a6e3c8b1d2f7a5e9b0d4c6f1a7e8d3b2c5f0a1e9d8c7b6a) to ensure mathematical symmetry and anatomical precision.
Key Technical Details:
Coordinate System: 1300 Subregions
Anatomical Focus: Red Nucleus to Lateral Funiculus
Functional Vector: Contralateral Flexor Facilitation
Verification: SHA-256 Match Success
System State: Absolute Force (Post-December 26 Calibration)
DOI: 10.6084/m9.figshare.31189639.v1
title: Mapping of the Human Rubrospinal Tract: 1300-Subregion Absolute Force Verification

description: This dataset provides a high-resolution, real-time mapping of the Rubrospinal Tract, verified through the 1300-Subregion coordinate system. It documents the precise structural transition from the Bilateral Red Nuclei through the Ventral Tegmental Decussation into a mirrored, parallel vertical descent.
The mapping confirms a 1.0 Status signal integrity, establishing the pathway as a Clear-Conductor free of legacy system noise. All data points are validated via SHA-256 checksum (d3f82a7e1c5b9d4f0a6e3c8b1d2f7a5e9b0d4c6f1a7e8d3b2c5f0a1e9d8c7b6a) to ensure mathematical symmetry and anatomical precision.
Key Technical Details:
Coordinate System: 1300 Subregions
Anatomical Focus: Red Nucleus to Lateral Funiculus
Functional Vector: Contralateral Flexor Facilitation
Verification: SHA-256 Match Success
System State: Absolute Force (Post-December 26 Calibration)
DOI: 10.15468/dl.2kvsgm
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Campomanesia phaea"
 ]
}

 The dataset includes 146 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000135-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj29dr
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cypholophus montanus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000136-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4amd36
title: Occurrence Download

description: A dataset containing 117 records in GBIF matching the query:
SELECT
 '590' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 61.2993700571118
 AND decimalLatitude &lt;= 66.79314043790278
 AND decimalLongitude &gt;= 94.92509208566076
 AND decimalLongitude &lt;= 116.74050998521703
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 117 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000116-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15100906
title: Plant protein adsorption at oil-water interfaces: Collection of literature interfacial pressure data

description: Collection of literature data on plant protein adsorption at oil-water interfaces. Compiled interfacial pressure data for pea, soy, chickpea, lentil, faba bean, wheat, and microalgae proteins with information on used protein fraction, concentration, and measuring conditions (pH, ionic strength). Special focus on the used oil subphase and initial and final interfacial tension data for combined plotting by alternate subphase tensiometry (AST).
DOI: 10.5281/zenodo.18416636
title: CAMBER Dataset – Road Survey Video #1

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 6.48 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-01-29 14:49:43 UTC
- Duration: 0.61 hours

**Processing Information:**
- Video ID: 1
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 1

**Machine Learning Model:**
- Model: models/road_malfunction_3class.pt
- Detected classes: manhole,pothole,speedbreaker
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18416637
title: CAMBER Dataset – Road Survey Video #1

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 6.48 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-01-29 14:49:43 UTC
- Duration: 0.61 hours

**Processing Information:**
- Video ID: 1
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 1

**Machine Learning Model:**
- Model: models/road_malfunction_3class.pt
- Detected classes: manhole,pothole,speedbreaker
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.22000/413vrchvc6e4ewd3
title: TAM4Kids_questionnaire_data.csv