cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/zjv9-mv93
title: "Environmental Datasets for Agege, Shomolu, Badagry, and Ikeja"

description: "Today, some municipalities experience notably higher temperatures compared to their surrounding rural environments. These are referred to as Urban Heat Islands (UHIs). This study investigated the cognitive and sleep-related impacts of UHIs across four urban regions in Lagos State, Nigeria: Badagry, Shomolu, Agege, and Ikeja. Three Machine Learning models (Random Forest, XGBoost, and Gradient Boosting) were used to analyse a 1-year region-specific environmental dataset to determine the extent to which prolonged exposure to higher urban temperatures affects sleep quality and daytime alertness. This was correlated with sleep metrics derived from the Pittsburgh Sleep Quality Index (PSQI) and Epworth Sleepiness Scale (ESS). The two scales were used to compute weighted scores and to classify severity levels.The models had correlation coefficients of 0.835, 0.980, and 0.980, and corresponding Mean Squared Errors (MSE) of 0.0027, 0.00031, and 0.0031, respectively, demonstrating high predictive accuracy for PSQI scores. From the studied regions, Shomolu recorded the highest weighted score of 2.30, indicating poorer sleep quality, while Badagry had the lowest score of 2.00. The ESS scores also follow the same pattern. These results reveal important regional disparities in the cognitive impacts of UHIs. Thus, locations with low ESS scores mitigated UHIs through coastal cooling (Badagry), etc. Conversely, regions with higher ESS scores experienced intensified UHIs due to dense and unplanned settlements among others.The use of ML models for analysing sleep patterns in this study provides actionable insights for public health officials and urban planners."
DOI: 10.25921/bfqg-z806
title: Dissolved inorganic carbon, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations from Canadian Coast Guard Ship John P. Tully in the North Pacific Ocean, coastal upwelling region west of Vancouver Island, Canada from 1998-07-15 to 1998-07-23 (NCEI Accession 0207315)

description: This dataset includes chemical, discrete samples and profile observations data collected from Canadian Coast Guard Ship John P. Tully in the North Pacific Ocean, coastal upwelling region west of Vancouver Island, Canada from 1998-07-15 to 1998-07-23. These data include dissolved inorganic carbon (DIC), total alkalinity (TA), temperature, salinity, dissolved oxygen, silicate, nitrate and phosphate. The inner-shelf buoyancy current, the outer-shelf and the slope regions are contrasted for both wind regimes (up- and downwelling). Results show strong biological drawdown of the partial pressure of carbon dioxide (pCO2) in response to upwelling over the outer-shelf. In contrast, measured pCO2 is exceptionally high (pCO2&gt;1000ppm) in the inner-shelf current, where biological uptake of carbon is consistently large. The biological C:N uptake ratio appears to increase when nitrogen becomes limiting (during downwelling), while the POC:PON ratio is relatively constant (slightly lower than the Redfield ratio) suggesting that excess carbon uptake does not go into the POC pool. As expected, large cells dominate where measured primary productivity is greatest. Sub-surface inorganic carbon (and pCO2) is high over the shelf. We suggest that carbon concentrations may be higher in coastal waters because of remineralization associated with high productivity that is confined to a smaller volume of water by bathymetry. At the coast these sub-surface concentrations are more efficiently mixed into the surface (especially during winter) relative to deeper offshore regions. Thus, despite high primary production, coastal waters may not aid in sequestration of atmospheric carbon.
DOI: 10.25934/pr00011971
title: A Phase 3, Randomized, Open-Label Study of Nivolumab Combined With Ipilimumab Versus Sunitinib Monotherapy in Subjects With Previously Untreated, Advanced or Metastatic Renal Cell Carcinoma

description: The purpose of this study is to compare the objective response rate, progression free survival and the overall survival of Nivolumab combined with Ipilimumab to Sunitinib monotherapy in patients with previously untreated Renal Cell Cancer.
DOI: 10.25921/4379-p950
title: Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity and other variables collected from discrete samples and profile observations during the R/V Celtic Explorer cruise CE17007 along the Global Ocean Ship-Based Hydrographic Investigation Program (GO-SHIP) Section A02 (EXPOCODE 45CE20170427) in the North Atlantic Ocean from 2017-04-27 to 2017-05-22 (NCEI Accession 0208599)

description: This dataset includes discrete profile measurements of dissolved inorganic carbon, total alkalinity, temperature, salinity, oxygen, nutrients, chlorofluorocarbon 12 (CFC-12) and sulfur hexafluoride (SF6) made during the R/V Celtic Explorer cruise CE17007 along the Global Ocean Ship-Based Hydrographic Investigation Program (GO-SHIP) Section A02 (EXPOCODE 45CE20170427) in the North Atlantic Ocean from 2017-04-27 to 2017-05-22. Hydrographic measurements along this section were made under the direction of the GO-SHIP. This reoccupation of the A02 section was supported by the Irish Marine Institute and funded under the Marine Research Programme by the Irish Government. Individual teams were supported by the European Union’s Horizon 2020 and the Canada Excellence Research Chair in Ocean Science and Technology.
DOI: 10.25921/wqps-dd68
title: Partial pressure (or fugacity) of carbon dioxide, pH on total scale, temperature, salinity and other variables collected from surface underway observations during the container ship Cap Blanche ship-of-opportunity (SOOP) cruises in the Pacific Ocean from 2018-01-12 to 2018-09-04 (NCEI Accession 0209057)

description: This dataset consists of surface underway measurements of partial pressure (or fugacity) of carbon dioxide (seawater and atmospheric), ISFET-based pH (total scale), temperature, and salinity collected on 5 trans-Pacific sections during the container ship Cap Blanche ship-of-opportunity (SOOP) cruises in the Pacific Ocean from 2018-01-12 to 2018-09-04. Cruise names and EXPOCODEs: CB2018_01 (AG5W20180112), CB2018_03 (AG5W20180309), CB2018_05 (AG5W20180502), CB2018_07 (AG5W20180630), CB2018_09 (AG5W20180827). Since 1992, underway CO2 observations have been made between New Zealand and the U.S. West Coast. In 2010, ISFET-based pH measurements (total scale) were added to this equatorial Pacific SOOP-based time-series. All pH data, when available, are reported on the total scale and at SST. This effort was conducted with the support of NOAA's Ocean Observing and Monitoring Division in the Climate Program Office (CPO) and NOAA's Ocean Acidification Program (OAP).
DOI: 10.25934/pr00011970
title: A Randomized, Open-Label, Phase 3 Study of Nivolumab (BMS-936558) vs. Everolimus in Subjects With Advanced or Metastatic Clear-Cell Renal Cell Carcinoma Who Have Received Prior Anti-Angiogenic Therapy

description: The purpose of the study is to compare the clinical benefit, as measured by duration of overall survival, of Nivolumab vs. Everolimus in subjects with advanced or metastatic clear-cell renal cell carcinoma who have received prior anti-angiogenic therapy
DOI: 10.5281/zenodo.17711166
title: Uzbek Text Statistics Dataset
DOI: 10.5281/zenodo.17711165
title: Uzbek Text Statistics Dataset
DOI: 10.25921/z451-sk94
title: Partial pressure of carbon dioxide, temperature, salinity and other variables collected from surface underway observations during the ship of opportunity (SOOP) M/V Nuka Arctica cruises in the North Atlantic Ocean in 2019 (NCEI Accession 0209721)

description: This dataset includes surface underway chemical, meteorological and physical data collected from SOOP M/V Nuka Arctica cruises in the North Atlantic Ocean from 2019-01-16 to 2019-12-17. These data include measurements of mole fraction of carbon dioxide (CO2) in the equilibrator headspace (dry) at equilibrator temperature, mole fraction of CO2 measured in dry outside air, barometric pressure in the equilibrator headspace, water temperature in equilibrator, sea surface temperature, and fugacity of CO2 in sea water at SST and 100% humidity. The instruments used to collect these data include carbon dioxide (CO2) gas analyzer and shower head chamber equilibrator for autonomous CO2 measurement.
DOI: 10.25921/f2z2-2437
title: Chlorofluorocarbons, temperature, salinity and other measurements collected from discrete samples and profile observations during the R/V Poseidon cruise (EXPOCODE 06PO19971023) in the Western Mediterranean Sea from 1997-10-23 to 1997-11-10 (NCEI Accession 0211870)

description: This dataset includes discrete profile data collected during the R/V Poseidon cruise (EXPOCODE 06PO19971023) in the Western Mediterranean Sea from 1997-10-23 to 1997-11-10. These data include temperature, salinity, chlorofluorocarbons (CFC-11.CFC-12), helium, tritium and neon measurements.
DOI: 10.25921/eav3-2q34
title: Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, dissolved oxygen, nutrients and other measurements collected from discrete samples and profile observations during the R/V Le Suroit DEWEX cruise (Leg 1 and Leg 2) (EXPOCODE 35LU20130201) in the Mediterranean Sea, Gulf of Lion and Ligurian Sea from 2013-02-01 to 2013-04-26 (NCEI Accession 0216702)

description: This dataset includes discrete profile data collected during the R/V Le Suroit DEWEX cruise (Leg 1 and Leg 2) (EXPOCODE 35LU20130201) in the Mediterranean Sea, Gulf of Lion and Ligurian Sea from 2013-02-01 to 2013-04-26. These data include dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, dissolved oxygen, silicate, nitrate, nitrite and phosphate.
DOI: 10.25921/719e-qr37
title: Dissolved inorganic carbon (DIC), total alkalinity, stable oxygen isotope (O-18), temperature, salinity, dissolved oxygen and other parameters measured from discrete samples and profile observations during the Canadian Coast Guard Ship Amundsen ArcticNet cruise (EXPOCODE 18DL20160603, Leg 1 and Leg 2) in the Eastern Canadian Arctic, Baffin Bay, Nares Strait, Lancaster Sound, Barrow Strait and Coronation Gulf from 2016-06-03 to 2016-08-23 (NCEI Accession 0217304)

description: This dataset includes discrete, profile measurements of Dissolved inorganic carbon (DIC), total alkalinity, stable oxygen isotope (O-18), temperature, salinity, dissolved oxygen, associated CTD data (from the CTD/Rosette system) and other parameters, measured during the Canadian Coast Guard Ship Amundsen ArcticNet cruise (EXPOCODE 18DL20160603, Leg 1 and Leg 2) in the Eastern Canadian Arctic, Baffin Bay, Nares Strait, Lancaster Sound, Barrow Strait and Coronation Gulf from 2016-06-03 to 2016-08-23. Station names beginning with "Z" are locations sampled by zodiac (small-ship) away from the larger research vessel, using a single niskin bottle to directly sample surface waters.
DOI: 10.25921/4jxh-q088
title: Total alkalinity, pH on total scale, water temperature, salinity, dissolved oxygen, nutrients and other measurements collected from discrete samples and profile observations during the R/V Minerva Uno cruise OC_2015 Leg 1 and Leg 2 (EXPOCODE 48QL20150804) in the Western Mediterranean from 2015-08-04 to 2015-08-31 (NCEI Accession 0218246)

description: This dataset includes discrete profile data collected during the R/V Minerva Uno cruise OC_2015 Leg 1 and Leg 2 (EXPOCODE 48QL20150804) in the Western Mediterranean from 2015-08-04 to 2015-08-31. These data include total alkalinity, pH on total scale, water temperature, salinity, dissolved oxygen, silicate, nitrate, nitrite and phosphate.
DOI: 10.2909/50f4e796-38fa-46b5-8ea7-24a21b03f491
title: Proportion of local breeds classified as being at risk of extinction in Europe (2000-2024)

description: This indicator is a representation, at the European Union and European level, of the SDG Indicator 2.5.2 “Proportion of local breeds classified as being at risk of extinction”. It presents the number of local livestock breeds which are classified as being at risk of extinction, not at risk of extinction, and of unknown status, at a certain moment in time.
DOI: 10.34740/kaggle/dsv/13864032
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pvscv4
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Anopheles atroparvus"
 ]
}

 The dataset includes 614 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007610-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/7q7j-aq39
title: Dissolved inorganic carbon (DIC), total alkalinity, water temperature and salinity measured from discrete samples and profile observations during the Canadian Coast Guard Ship Amundsen Fisheries and Oceans Canada ArcticNET (NSERC) cruise AN1103 (EXPOCODE 18DL20111006) in the Eastern Canadian Arctic, Baffin Bay, Northwestern Passages from 2011-10-06 to 2011-10-21 (NCEI Accession 0225536)

description: This dataset includes discrete, profile measurements of dissolved inorganic carbon (DIC), total alkalinity, water temperature and salinity, measured during the Canadian Coast Guard Ship Amundsen Fisheries and Oceans Canada ArcticNET (NSERC) cruise AN1103 (EXPOCODE 18DL20111006) in the Eastern Canadian Arctic, Baffin Bay, Northwestern Passages from 2011-10-06 to 2011-10-21.
DOI: 10.25921/abac-1n46
title: Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, dissolved oxygen, nutrients and other measurements collected from profile and discrete sample observations during the RSV Aurora Australis cruise AU1402 (EXPOCODE 09AR20141205), in the Indian Ocean and Southern Ocean from 2014-12-05 to 2015-01-20 (NCEI Accession 0227947)

description: This dataset includes discrete profile measurements of dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, oxygen, nutrients and other parameters collected during the RSV Aurora Australis cruise AU1402 (EXPOCODE 09AR20141205), in the Indian Ocean and Southern Ocean from 2014-12-05 to 2015-01-20. This cruise was a part of the Totten and Mertz Glacier projects.
DOI: 10.15468/dl.n97sgw
title: Occurrence Download

description: A dataset containing 3378704 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('HUMAN_OBSERVATION', 'PRESERVED_SPECIMEN')
 AND GBIF_WITHIN('POLYGON((-180 -23.5,180 -23.5,180 23.5,-180 23.5,-180 -23.5))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 7707728 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 7707728 OR CAST(occurrence.kingdomkey AS INTEGER) = 7707728 OR CAST(occurrence.phylumkey AS INTEGER) = 7707728 OR CAST(occurrence.classkey AS INTEGER) = 7707728 OR CAST(occurrence.orderkey AS INTEGER) = 7707728 OR CAST(occurrence.familykey AS INTEGER) = 7707728 OR CAST(occurrence.genuskey AS INTEGER) = 7707728 OR CAST(occurrence.specieskey AS INTEGER) = 7707728)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 3378704 records were derived from 2549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007583-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uegv7z
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, China, India, Bhutan, Myanmar, Pakistan, Afghanistan, Bangladesh)",
 "TaxonKey is Pieris brassicae (Linnaeus, 1758)"
 ]
}

 The dataset includes 587 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009767-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e227502
title: Data and Code for: The Shape of Regulation: 40 Years of Florida Flood Maps

description: Many regulations are geographically targeted. We study the evolution of the spatial targeting of floodplain regulation over four decades of regulatory map updates in Florida. We focus on changes in shape irregularity of regulated areas, which we measure using differences between regulated polygons and their convex hulls. While the regularity of mapped polygons is uncorrelated with development in initial maps, we observe decreases in regularity over time concentrated in highly-developed geographies. These changes are uncorrelated with changes in risk due to adaptation. Our results highlight the possibility of endogenous regulation and the value of leveraging historical maps for empirical analysis.
DOI: 10.3886/e227502v1
title: Data and Code for: The Shape of Regulation: 40 Years of Florida Flood Maps

description: Many regulations are geographically targeted. We study the evolution of the spatial targeting of floodplain regulation over four decades of regulatory map updates in Florida. We focus on changes in shape irregularity of regulated areas, which we measure using differences between regulated polygons and their convex hulls. While the regularity of mapped polygons is uncorrelated with development in initial maps, we observe decreases in regularity over time concentrated in highly-developed geographies. These changes are uncorrelated with changes in risk due to adaptation. Our results highlight the possibility of endogenous regulation and the value of leveraging historical maps for empirical analysis.
DOI: 10.15468/dl.5vwtqz
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrophis peronii",
 "HasCoordinate is true"
 ]
}

 The dataset includes 479 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006572-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvsjxc
title: Occurrence Download

description: A dataset containing 4655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes lagopus",
 "Year 2000-2026"
 ]
}

 The dataset includes 4655 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006574-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w55dz5
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrophis viperinus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006573-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18256342
title: TED: A global temperature-driven thermoelastic displacement dataset for GNSS reference stations (2000–2023)

description: This repository provides station-level daily time series of temperature-driven vertical thermoelastic displacement (TED) for continuous GNSS reference stations spanning 2000–2023. The TED series are generated with a full-spectrum, layered finite-element framework driven by ERA5 temperature fields and parameterised with site-specific subsurface thermophysical properties derived from global soil datasets. The product is distributed as a correction-ready dataset designed to be consistent with standard daily GNSS coordinate solutions. To reduce longitude-dependent artefacts associated with fixed-epoch sampling, the model is evaluated at four UTC epochs (00/06/12/18) and the resulting realisations are combined using a phase-consistent scheme to produce a single daily TED estimate.

The ngl_station.txt file lists GNSS station names together with their latitude and longitude. Data are provided as one plain-text file per station (e.g., 0ABL_thermal.txt) and can optionally be organised into subfolders by the first character of the filename (e.g., files starting with 0 stored in a 0/ subdirectory). Each station file contains three whitespace-delimited columns: (1) Year (YYYY), (2) day of year (DOY; 1–365, or 366 in leap years), and (3) vertical TED displacement (mm). The daily TED values can be matched directly to GNSS daily height time series using the Year–DOY keys and applied as an environmental correction (e.g., subtracting TED from observed heights) in station-level analyses or large-scale processing workflows.