cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zjkb4u
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.02832 20.96191,-100.7666 13.49121,-84.24316 20.96191,-85.7373 24.38965,-96.28418 29.66309,-119.22363 34.2334,-112.63184 19.90723,-109.02832 20.96191))",
 "TaxonKey is Clathrus crispus Turpin"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210395-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7504948
title: Amphibian imports into the United States from 1999 to 2021

description: Shared here are data and code to support the manuscript: "Ongoing amphibian trade into the United States threatens salamander biodiversity." A project overview is provided in the GitHub repository, but, in brief, this work required the compilation and cleaning of the United States Fish and Wildlife Service's Law Enforcement Management Information System (LEMIS) data in order to generate a complete time course of amphibian imports to the United States from 1999 to 2021. Others pursuing data reuse will most likely be interested in the full, cleaned amphibian import dataset (in CSV format) contained within these project files, which is named <strong>harmonized_amphibian_LEMIS_1999_to_2021.csv</strong>. Information regarding the LEMIS data, including detailed description of the data fields, can be found in Eskew et al. 2020, "United States wildlife and wildlife product imports from 2000–2014".
DOI: 10.15468/dl.65ngf3
title: Occurrence Download

description: A dataset containing 7143883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.29463 11.94885,54.78687 11.94885,54.78687 33.87506,30.29463 33.87506,30.29463 11.94885))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1950-2023"
 ]
}

 The dataset includes 7143883 records from 1137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025942-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gefxka
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbascum pulverulentum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015239-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3606
title: Dataset supporting the paper "Stable non-volatile phase modulation with antimony-based phase shifter on broadband silicon nitride platform"

description: This dataset supports the manuscript titled;
"Stable non-volatile phase modulation with antimony-based phase shifter on broadband silicon nitride platform."

It includes data from both simulations and experimental measurements, used to generate the figures in the manuscript:

Figure 1(c) and 1(d): Data obtained from Lumerical simulations related to the geometrical optimization of tapers.

Figure 3(b): Experimentally measured propagation loss for both amorphous and crystalline phase-change material (PCM) states, using the cutback method. Optical phase shifter (OPS) lengths range from 20 µm to 80 µm in 20 µm increments.

Figure 3(c): Transmission spectra over three phase-transition cycles (SET and RESET pulses). Data is organized into six sheets, each corresponding to a specific cycle and pulse type.

Figure 4(a): Experimentally recorded temporal response of the device under SET and RESET electrical pulses.

Figure 4(b): Experimentally measured extinction ratio of the device over 7,900 phase-change cycles.

Figure 5(a): Simulated temperature distribution along the PCM layer, extracted from COMSOL Multiphysics.

Figure 5(b): Top-down COMSOL simulation showing the temperature profile across the device.

The dataset is provided in Excel format and is intended to support transparency, reproducibility, and further analysis of the results presented in the manuscript.
DOI: 10.14466/cefasdatahub.10
title: Cefas SmartBuoy Monitoring Network

description: This dataset has been extracted as part of an exercise to assemble "all" Cefas Temperature Data and publish it in a Data paper. It is one of 17 Cefas data sources assembled.

SmartBuoys are autonomous marine monitoring systems making high frequency measurements of physical, chemical and biological parameters (Greenwood et al., 2010). They have been deployed as part of the UK marine eutrophication monitoring programme.

Sea surface temperature is measured using an FSI or Aanderaa conductivity/temperature sensor. Measurements are made every second in a burst duration of between five and ten minutes. A burst average is calculated. Temperature data are from one metre below sea surface at all sites plus 25m, 31m and 85m at North Dogger, 35m and 45m at Oyster Grounds. Resolution 0.01°C; Accuracy 0.1°C. Temperature sensors are calibrated annually at Cefas against certified platinum resistance thermometers. Data are subject to a full quality assurance procedure which assigns flags to poor quality data (e.g. for sensor malfunction, drift).

The multiple sources are described in 17 separate metadata entries under the same Title, e.g. Seawater temperature records for the UK Shelf - 15 - RV Cefas Endeavour FerryBox Monitoring System. These data have been described in detail via the following publication. Morris, D. J., Pinnegar, J. K., Maxwell, D. L., Dye, S. R., Fernand, L. J., Flatman, S., Williams, O. J., and Rogers, S. I.: Over 10 million seawater temperature records for the United Kingdom Continental Shelf between 1880 and 2014 from 17 Cefas (United Kingdom government) marine data systems, Earth Syst. Sci. Data, 10, 27–51, https://doi.org/10.5194/essd-10-27-2018, 2018.
DOI: 10.15468/dl.5ud3n5
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coleção Zoológica de Referência da Universidade Federal de Mato Grosso do Sul - Fósseis (ZUFMS-FOS)"
 ]
}

 The dataset includes 132 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015244-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h5vvw
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbascum pulverulentum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 237 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015240-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14466/cefasdatahub.11
title: Defra Strategic Wave Monitoring Network

description: This dataset has been extracted as part of an exercise to assemble "all" Cefas Temperature Data and publish it in a Data paper. It is one of 17 Cefas data sources assembled.

WaveNet, Defra's strategic wave monitoring network for the United Kingdom, provides a single source of real-time wave data from a network of wave buoys located in areas at risk from flooding.

In operation since 2002, WaveNet collects and processes data from the Cefas-operated Datawell Directional Waverider buoys, tethered at strategic locations around the UK coastline. The WaveNet system also gathers wave data from a variety of third party platforms and programmes (industry and public sector-funded), all of which are freely available for visualisation on the WaveNet website.

Significant wave hight in metres
Water temperature in degree Celsius
Dominant (peak) wave periods in seconds
Average (zero crossing) wave periods in seconds
Dominant (peak) wave directions in degrees
Wave spread in degrees

Notional sensor depth = 0.45m

Data from Wavenet are both public and private. The temperature data have been extracted from WaveNet buoys off the East of England (inshore and offshore), the South of England, the West of England and Wales and Scotland. Other data are available via https://www.cefas.co.uk/cefas-data-hub/wavenet/. The Areas, Deployment names and Deployment Group Id’s are as follows. East England – inshore Area: Blakeney Overfalls (BLAKEOVRWN), Felixstowe (FELIXSTWWN), North Well (NTHWELLWN), South Knock (STHKNOCKWN), Southwold (STHWOLDWN), Warp Directional WaveRider (WARPDWR). East England – offshore Area: Dowsing (DOWSINGWN), Tyne/Tees (TYNETEESWN), West Gabbard (WESTGABWN). Scotland Area: Blackstones (BLKSTONEWN), Firth of Forth (FORTHWN), Moray Firth (MORAYWN), West of Hebrides (WHEBRIDSWN). South England Area: Hastings (HASTINGSWN), Poole Bay (POOLEBAYWN). West England-Wales Area: Liverpool Bay (LIVBAYWN), Lundy (LUNDYWN), Scarweather (SCARWTHRWN).

The multiple sources are described in 17 separate metadata entries under the same Title, e.g. Seawater temperature records for the UK Shelf - 15 - RV Cefas Endeavour FerryBox Monitoring System. These data have been described in detail via the following publication. Morris, D. J., Pinnegar, J. K., Maxwell, D. L., Dye, S. R., Fernand, L. J., Flatman, S., Williams, O. J., and Rogers, S. I.: Over 10 million seawater temperature records for the United Kingdom Continental Shelf between 1880 and 2014 from 17 Cefas (United Kingdom government) marine data systems, Earth Syst. Sci. Data, 10, 27–51, https://doi.org/10.5194/essd-10-27-2018, 2018.
DOI: 10.15468/dl.wpj6y8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbascum pulverulentum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015241-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/n6dw24
title: Inventariserend Veldonderzoek, verkennende fase Watertransportleiding tussen Doespolderkade en Groenwegh, Hoogmade. Gemeente Kaag en Braassem

description: IDDS Archeologie heeft in juli 2025 een inventariserend veldonderzoek (IVO), verkennende fase, uitgevoerd voor een watertransportleiding tussen de Doespolderkade en Groenwegh in Hoogmade, gemeente Kaag en Braassem. De doel- en vraagstelling van het inventariserend veldonderzoek is het toetsen en zo nodig aanvullen van de gespecificeerde archeologische verwachting uit het bureauonderzoek. 
Volgens het bureauonderzoek doorsnijdt het plangebied zeekleigronden en veengronden. Deze gronden hebben deels een middelhoge en deels een hoge archeologische verwachting. Archeologische sporen worden verwacht in de top van de veengronden, welke in het plangebied soms vanaf het maaiveld voorkomen.
Ter plaatse van de hoge archeologische verwachting kunnen restanten worden verwacht die dateren vanaf het Neolithicum tot en met de Vroege Middeleeuwen. Ter plaatse van de middelhoge archeologische verwachting kunnen restanten worden verwacht die dateren vanaf de IJzertijd. Voor de genoemde perioden dient rekening te worden gehouden met alle mogelijke complextypen. Deze kunnen worden herkend aan sporen, een vondstlaag en mobilia in de vorm van zowel organische als anorganische artefacten.
Uit het veldonderzoek blijkt dat de top van het veen vrijwel nergens meer intact is. Daarnaast is dit veen ontstaan in een moeras dat tot de definitieve ontginning in de Late Middeleeuwen niet of nauwelijks bruikbaar was voor de mens. Ook de andere aangetroffen sedimenten hebben een lage tot zeer lage archeologische verwachting.
IDDS Archeologie adviseert om het plangebied, voor wat betreft het aspect archeologie, vrij te geven voor de voorgenomen civieltechnische werkzaamheden.
DOI: 10.14466/cefasdatahub.12
title: Ferry Routes Monitoring System (Historical)

description: This dataset has been extracted as part of an exercise to assemble "all" Cefas Temperature Data and publish it in a Data paper. It is one of 17 Cefas data sources assembled.

Near surface temperature and salinity samples have been collected by ferries, the most recent, the Stena Partner, along 52°N between Harwich (formerly Felixstowe) and Rotterdam, from August 1970 onwards. Throughout the year, at weekly intervals, temperature data were recorded and water samples taken at 9 standard station positions across the Southern Bight of the North Sea. These were sent back to Cefas to be analysed for salinity and nutrients.

This is fully described in https://www.cefas.co.uk/publications/files/datarep43.pdf. The multiple sources are described in 17 separate metadata entries under the same Title, e.g. Seawater temperature records for the UK Shelf - 15 - RV Cefas Endeavour FerryBox Monitoring System. These data have been described in detail via the following publication. Morris, D. J., Pinnegar, J. K., Maxwell, D. L., Dye, S. R., Fernand, L. J., Flatman, S., Williams, O. J., and Rogers, S. I.: Over 10 million seawater temperature records for the United Kingdom Continental Shelf between 1880 and 2014 from 17 Cefas (United Kingdom government) marine data systems, Earth Syst. Sci. Data, 10, 27–51, https://doi.org/10.5194/essd-10-27-2018, 2018.
DOI: 10.15468/dl.fn3npa
title: Occurrence Download

description: A dataset containing 5849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus hirsutus"
 ]
}

 The dataset includes 5849 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015245-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbq2f8
title: Occurrence Download

description: A dataset containing 1139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galaxias eldoni)",
 "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 1139 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015248-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjffeg
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina chiapensis"
 ]
}

 The dataset includes 227 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015250-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17153592
title: High-precision digital lunar particle modeling based on Chang'E 5 samples

description: There is a high-precision digital lunar soil model library, systematically collecting five key types of data:(1)optical micrographs of lunar soil particles; (2)high-resolution X-CT source files; (3)STL mesh models of the particles and respective components; (4)multi-sphere discrete element models based on EDEM software; (5)finite element models with component calibration.
DOI: 10.14466/cefasdatahub.14
title: Cefas Citizen Science Diver Recorded Temperatures

description: This dataset has been extracted as part of an exercise to assemble "all" Cefas Temperature Data and publish it in a Data paper. It is one of 17 Cefas data sources assembled.

This data source differs from the others in this collection because it arises from an investigation into the potential for Citizen Science to contribute to assessments of the marine environment. The dataset is derived from a database containing over 7,000 records of temperature data collected from temperature compensated dive computers. The lowest temperature is recorded from the thermal sensor. The unprocessed data were then subjected to a quality control process that compared the temperature with the relevant sea surface temperature (obtained from OSTIA – Operational Sea Surface Temperature and Sea Ice Analysis – http://ghrsst–pp.metoffice.com/pages/latest_analysis/ostia.html).

There was a linear correlation between the sea surface temperature and the recorded temperature at depth. Values exceeding a specified difference from the surface temperature (5°C) were excluded. This resulted in a quality assured dataset of just over 5,000 records (including freshwater and lake data). The subset of global dataset provided covers the UK shelf.

The 5°C threshold is derived from previous analyses of the performance of dive computers.

The unprocessed data were then subjected to a quality control process that compared the temperature with the relevant sea surface temperature (obtained from OSTIA - Operational Sea Surface Temperature and Sea Ice Analysis - http://ghrsst-pp.metoffice.com/pages/latest_analysis/ostia.html°C) were excluded. This resulted in a quality assured dataset of just over 5,000 records (including freshwater and lake data). The subset of global dataset provided covers the UK shelf.

The multiple sources are described in 17 separate metadata entries under the same Title, e.g. Seawater temperature records for the UK Shelf - 15 - RV Cefas Endeavour FerryBox Monitoring System. These data have been described in detail via the following publication. Morris, D. J., Pinnegar, J. K., Maxwell, D. L., Dye, S. R., Fernand, L. J., Flatman, S., Williams, O. J., and Rogers, S. I.: Over 10 million seawater temperature records for the United Kingdom Continental Shelf between 1880 and 2014 from 17 Cefas (United Kingdom government) marine data systems, Earth Syst. Sci. Data, 10, 27–51, https://doi.org/10.5194/essd-10-27-2018, 2018.
DOI: 10.14466/cefasdatahub.15
title: Cefas Lowestoft Sample Data Management System

description: This dataset has been extracted as part of an exercise to assemble "all" Cefas Temperature Data and publish it in a Data paper. It is one of 17 Cefas data sources assembled.

The Lowestoft Sample Data Management System (LSDM) was the tool used for tracking the ingestion, processing and analysis of marine water, sediment and radiological samples. It was replaced by the Cefas Laboratory Information Management System (LIMS) in 2015. This dataset is an extract from the LSDM for seawater temperature data (other data are in LIMS and the Cefas Data Hub).

The Laboratory Sample Data Management system (LSDM) was the primary system used by Cefas (Lowestoft) before and throughout the 1990s (initially known as the Liquid Sample Data Management system). Its function was to provide a vehicle for the management of the ingestion, analysis and recording of measurements on marine samples, ranging from oceanographic water samples through sediments to “environmental materials” and radiological samples (see Sutton (1993) for an example of the supporting role of LSDM in relation to the, usually high level, scientific measurement systems of the day, Sauer et al (2002) for an example of its pivotal role in quality assured processes and analyses.

As the work profile for the Ministry of Agriculture, Fisheries and Food Directorate of Fisheries Research changed, followed by the creation of Cefas and then Defra, the need for the centralised system for the management of an extensive suite of physical samples decreased. LSDM was closed down in 2015 with chemical data transferred to other systems. The temperature data held included the historical ferry routes and historical CTN data. The remainder, from a variety of programmes and cruises, are presented in this section.

This system hosted results from analyses of samples taken on a variety of cruises. The data provided is an extract from the database. Below are references to individual cruises and cruise reports. Additional metadata for these cruises are available on the Cefas Data Hub with links to cruise specific datasets (with additional parameters beyond temperature).

Methodological documentation is available from: <https://www.cefas.co.uk/publications/aquatic/aepam10.pdf>

The wide range of samples and the extended time period of operation means there is an extensive body of supporting information.

The multiple sources are described in 17 separate metadata entries under the same Title, e.g. Seawater temperature records for the UK Shelf - 15 - RV Cefas Endeavour FerryBox Monitoring System. These data have been described in detail via the following publication. Morris, D. J., Pinnegar, J. K., Maxwell, D. L., Dye, S. R., Fernand, L. J., Flatman, S., Williams, O. J., and Rogers, S. I.: Over 10 million seawater temperature records for the United Kingdom Continental Shelf between 1880 and 2014 from 17 Cefas (United Kingdom government) marine data systems, Earth Syst. Sci. Data, 10, 27–51, https://doi.org/10.5194/essd-10-27-2018, 2018.
DOI: 10.21227/xsw0-ek30
title: "Multi-source heterogeneous data"

description: "TaxiBJ, CrowdNJ, and TaxiNYC have already been uploaded. Other datasets will be available on request."
DOI: 10.15468/dl.q6r5sv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is December",
 "OccurrenceStatus is Present",
 "TaxonKey is Anura",
 "Year 2018-2018"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015251-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.