cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nxm3c6gkk7
title: Composite Groundwater Suitability Index (CGSI) Dataset for the Central Asian Arid Region

description: The Composite Groundwater Suitability Index (CGSI) is constructed by integrating groundwater recharge, lithology, and topographic factors and is calculated based on downscaled Groundwater Storage Anomaly (GWSA) data, which is derived from GRACE (Gravity Recovery and Climate Experiment) observations. The CGSI is determined using the following equation:CGSI = 0.15×Topographic Suitability + 0.20×Lithological Suitability + 0.30×Groundwater Recharge + 0.35×GWSA
DOI: 10.15468/dl.a43mjg
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Serrabrycon magoi)",
 "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 96 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004231-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nxm3c6gkk7.1
title: Composite Groundwater Suitability Index (CGSI) Dataset for the Central Asian Arid Region

description: The Composite Groundwater Suitability Index (CGSI) is constructed by integrating groundwater recharge, lithology, and topographic factors and is calculated based on downscaled Groundwater Storage Anomaly (GWSA) data, which is derived from GRACE (Gravity Recovery and Climate Experiment) observations. The CGSI is determined using the following equation:CGSI = 0.15×Topographic Suitability + 0.20×Lithological Suitability + 0.30×Groundwater Recharge + 0.35×GWSA
DOI: 10.17632/ywkjgrjncx
title: Storm-event suspended sediment, nutrient dynamics, autocorrelation, and hysteresis patterns in the Binan River Basin

description: This dataset contains high-frequency hydrological and water quality measurements associated with storm events in the Binan River Basin, China. It includes:
Time series data distinguishing high suspended sediment events and low- or no-sediment events.
Autocorrelation coefficients of suspended sediment concentrations and associated hysteresis behavior.
Seasonal variations in nutrient indicators (total nitrogen, total phosphorus, CODMn and ammonia nitrogen) under different hysteresis conditions.
Event-scale hysteresis indices characterizing pollutant–sediment relationships across storm events.
The dataset supports analysis of sediment-driven nutrient transport, hysteresis dynamics under varying hydrological conditions, and seasonal patterns of water quality in mountainous watersheds.
DOI: 10.17632/ywkjgrjncx.1
title: Storm-event suspended sediment, nutrient dynamics, autocorrelation, and hysteresis patterns in the Binan River Basin

description: This dataset contains high-frequency hydrological and water quality measurements associated with storm events in the Binan River Basin, China. It includes:
Time series data distinguishing high suspended sediment events and low- or no-sediment events.
Autocorrelation coefficients of suspended sediment concentrations and associated hysteresis behavior.
Seasonal variations in nutrient indicators (total nitrogen, total phosphorus, CODMn and ammonia nitrogen) under different hysteresis conditions.
Event-scale hysteresis indices characterizing pollutant–sediment relationships across storm events.
The dataset supports analysis of sediment-driven nutrient transport, hysteresis dynamics under varying hydrological conditions, and seasonal patterns of water quality in mountainous watersheds.
DOI: 10.17632/btxdvmxnsw
title: Exploring the impact of biogeochemistry on phytoplankton distribution across the Northeastern coastline (West Bengal and Odisha) of the Bay of Bengal, India

description: Relationship between physicochemical parameters and algal cells in the northeastern bay of Bengal. The ratio of n,p and si directly affects phytoplankton distribution. The SIMPER and CCA have been shown to have an impact on the composition of the phytoplankton community.
DOI: 10.17632/btxdvmxnsw.1
title: Exploring the impact of biogeochemistry on phytoplankton distribution across the Northeastern coastline (West Bengal and Odisha) of the Bay of Bengal, India

description: Relationship between physicochemical parameters and algal cells in the northeastern bay of Bengal. The ratio of n,p and si directly affects phytoplankton distribution. The SIMPER and CCA have been shown to have an impact on the composition of the phytoplankton community.
DOI: 10.17632/x2nsh6rptn
title: NTAD

description: Anisotropic Diffusion De-Speckling Based on Neutrosophic Theory
DOI: 10.17632/x2nsh6rptn.1
title: NTAD

description: Anisotropic Diffusion De-Speckling Based on Neutrosophic Theory
DOI: 10.15468/dl.bxqbxr
title: Occurrence Download

description: A dataset containing 145382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus"
 ]
}

 The dataset includes 145382 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004161-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bzgtxry7gt
title: Dataset of an energy monitoring system implemented in an eco-renovated heritage building located in Vitoria-Gasteiz and composed by three in-use dwellings with gas boiler, heat pump and ventilation systems

description: An intensive Energy Monitoring and Control System (MCS) was installed in three dwellings of a retrofitted heritage building in Vitoria-Gasteiz (Spain) under the European project ENERPAT-SUDOE: Experimentation in the Eco-Renovation of Old Built Heritage. Two complementary MCS platforms—a fixed system and a mobile system—were deployed to support a range of experimental tests aimed at assessing the building’s energy performance and the effectiveness of its energy systems post-retrofit.

The datasets derived from an experimental work that implemented two Monitoring and Control System (MCS), a fixed and mobile MCS, which were implemented to conduct different experimental test to assess the energy performance of building and their energy systems after the eco-retrofitting. This Data in Brief includes data from the fixed MCS, where the data from this MCS complements the dataset derived from the mobile MCS. The datasets of the fixed MCS were compiled through a rigorous data collection process, with 82 sensors installed to collect data from October 26, 2019, at 13:53:00 to November 05, 2024, at 23:59:00. These datasets provide valuable insights into the energy performance of the monitored dwellings, capturing physical variables of user comfort, heating and HVAC system, electrical energy consumption, and weather conditions.

Moreover, the data can be leveraged to optimize monitoring and control strategies for Building Automation Systems (BAS), heating systems, and HVAC systems. Additionally, it supports the advancement of research methodologies that rely on Key Performance Indicators of building energy behaviour, such as the Heat Transfer Coefficient (HTC).
DOI: 10.17632/bzgtxry7gt.3
title: Dataset of an energy monitoring system implemented in an eco-renovated heritage building located in Vitoria-Gasteiz and composed by three in-use dwellings with gas boiler, heat pump and ventilation systems

description: An intensive Energy Monitoring and Control System (MCS) was installed in three dwellings of a retrofitted heritage building in Vitoria-Gasteiz (Spain) under the European project ENERPAT-SUDOE: Experimentation in the Eco-Renovation of Old Built Heritage. Two complementary MCS platforms—a fixed system and a mobile system—were deployed to support a range of experimental tests aimed at assessing the building’s energy performance and the effectiveness of its energy systems post-retrofit.

The datasets derived from an experimental work that implemented two Monitoring and Control System (MCS), a fixed and mobile MCS, which were implemented to conduct different experimental test to assess the energy performance of building and their energy systems after the eco-retrofitting. This Data in Brief includes data from the fixed MCS, where the data from this MCS complements the dataset derived from the mobile MCS. The datasets of the fixed MCS were compiled through a rigorous data collection process, with 82 sensors installed to collect data from October 26, 2019, at 13:53:00 to November 05, 2024, at 23:59:00. These datasets provide valuable insights into the energy performance of the monitored dwellings, capturing physical variables of user comfort, heating and HVAC system, electrical energy consumption, and weather conditions.

Moreover, the data can be leveraged to optimize monitoring and control strategies for Building Automation Systems (BAS), heating systems, and HVAC systems. Additionally, it supports the advancement of research methodologies that rely on Key Performance Indicators of building energy behaviour, such as the Heat Transfer Coefficient (HTC).
DOI: 10.17632/bcz3p3swn6
title: Eco-Friendly Graphene oxide reinforced palm oil–based polyurethane nanocomposites for sustainable energy storage and environmental remediation

description: This study reports the development of sustainable palm oil–based polyurethane (PPU) nanocomposites reinforced with graphene oxide (GO) for energy and environmental applications. GO was incorporated at 0.25, 0.50, and 1.00 g loadings to assess its effect on composite performance. At 0.50 g, uniform GO dispersion enhanced crystallinity and interfacial bonding, yielding a 28.6% increase in tensile strength and a 1.4% improvement in thermal stability relative to neat PPU. Electrochemical analysis revealed superior capacitive behaviour, while BET measurements indicated a mesoporous structure with a surface area of 53.4 m²/g, enabling efficient CO₂ adsorption. These results identify 0.50 g GO as the optimal concentration that balances mechanical reinforcement, energy storage capability, and CO₂ capture. The integration of renewable palm-based polyol with GO offers a sustainable pathway toward multifunctional nanocomposites for clean energy and environmental remediation.
DOI: 10.17632/bcz3p3swn6.1
title: Eco-Friendly Graphene oxide reinforced palm oil–based polyurethane nanocomposites for sustainable energy storage and environmental remediation

description: This study reports the development of sustainable palm oil–based polyurethane (PPU) nanocomposites reinforced with graphene oxide (GO) for energy and environmental applications. GO was incorporated at 0.25, 0.50, and 1.00 g loadings to assess its effect on composite performance. At 0.50 g, uniform GO dispersion enhanced crystallinity and interfacial bonding, yielding a 28.6% increase in tensile strength and a 1.4% improvement in thermal stability relative to neat PPU. Electrochemical analysis revealed superior capacitive behaviour, while BET measurements indicated a mesoporous structure with a surface area of 53.4 m²/g, enabling efficient CO₂ adsorption. These results identify 0.50 g GO as the optimal concentration that balances mechanical reinforcement, energy storage capability, and CO₂ capture. The integration of renewable palm-based polyol with GO offers a sustainable pathway toward multifunctional nanocomposites for clean energy and environmental remediation.
DOI: 10.17632/5m2ygv8ymf.1
title: Jun Wu et al.

description: This study proposed a new phosphogypsum-based lightweight aggregate (PGLA) in an attempt to replace traditional gravel aggregate for embankment filling purposes. Self-developed stabilizer (namely CTGU-NL stabilizer, including phosphogypsum, ground granulated blast-furnace slag, and lime) was applied on these two aggregates to compare their mechanical and environmental behaviors. Sensors were buried in two different fields to track the time-dependent variation of nitrogen, phosphorus, potassium concentration, electrical conductivity, temperature, and humidity. Core samples were collected at predesigned curing periods to obtain the unconfined compressive strength (UCS). Thereafter, scanning electron microscopy (SEM) and back scattered electron (BSE) tests were combined to investigate the microscopic property changes of samples particularly in the interfacial transition zone (ITZ).
DOI: 10.17632/sb4pd697vh
title: Research Data for Manuscript

description: Research Data for Manuscript
DOI: 10.17632/sb4pd697vh.1
title: Research Data for Manuscript

description: Research Data for Manuscript
DOI: 10.15468/dl.djn8ge
title: Occurrence Download

description: A dataset containing 47974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "GadmGid is one of (PNG.18_1, PNG.5_1, PNG.11_1, PNG.7_1, PNG.21_1, PNG.9_1, PNG.10_1, PNG.3_1, PNG.19_1, PNG.6_1, PNG.14_1, PNG.8_1, PNG.22_1, PNG.17_1, PNG.2_1, PNG.15_1, PNG.13_1)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 47974 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004229-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxy5bm
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperus digitatus"
 ]
}

 The dataset includes 135 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004232-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzjg8m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arachnocephalus vestitus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004233-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdkcky
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorpaena maderensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Geometry POLYGON((12.17 37.45,\n 12.30 36.50,\n 13.80 36.40,\n 15.00 36.60,\n 15.80 37.20,\n 15.60 37.90,\n 14.60 38.00,\n 13.50 38.35,\n 12.25 38.25,\n 12.17 37.45))"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004234-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13069530
title: Antutu Benchmark
DOI: 10.15468/dl.2ku58w
title: Occurrence Download

description: A dataset containing 1260853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Morocco, Western Sahara)",
 "TaxonKey is Aves",
 "Year 2015-2025"
 ]
}

 The dataset includes 1260853 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004162-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b8cngb34td.2
title: XinRan -亲社会行为与同伴关系元分析-Raw Data

description: XinRanZheng -Raw Data
DOI: 10.17632/jh6vymbvjf
title: JingYa-Prosocial Video Games

description: JingYa Gao-Data and Analyses
DOI: 10.17632/jh6vymbvjf.3
title: JingYa-Prosocial Video Games

description: JingYa Gao-Data and Analyses
DOI: 10.15468/dl.4q6pbg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phallobrycon adenacanthus)",
 "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 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004235-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/snh33rgtm8
title: South Pacific CaCO3 by Su et al

description: This data file includes compiled wtCaCO3% for both the Holocene and the LGM in the South Pacific regions, and 230Th normalized CaCO3 and other particle fluxes data for the region. The original data sources have been well referenced and could be achieved directly. Compared with the last version (Version 3), data from the Galapagos Spreading Center in the Subtropical SP are subgrouped, and two mistakes regarding the LGM data in the Subtropical SP are fixed.
DOI: 10.17632/rnmftfvghb
title: Radiogenic and stable Sr isotopic variability during hydrothermal alteration of upper and lower oceanic crust at Hess Deep Rift

description: Radiogenic and stable Sr isotopic composition of upper and lower crust to study the effect of hydrothermal minerals at Hess Deep Rift. The isotope data is further supplemented by geochemical and powder X-Ray diffraction data.
DOI: 10.17632/snh33rgtm8.4
title: South Pacific CaCO3 by Su et al

description: This data file includes compiled wtCaCO3% for both the Holocene and the LGM in the South Pacific regions, and 230Th normalized CaCO3 and other particle fluxes data for the region. The original data sources have been well referenced and could be achieved directly. Compared with the last version (Version 3), data from the Galapagos Spreading Center in the Subtropical SP are subgrouped, and two mistakes regarding the LGM data in the Subtropical SP are fixed.
DOI: 10.17632/rnmftfvghb.1
title: Radiogenic and stable Sr isotopic variability during hydrothermal alteration of upper and lower oceanic crust at Hess Deep Rift

description: Radiogenic and stable Sr isotopic composition of upper and lower crust to study the effect of hydrothermal minerals at Hess Deep Rift. The isotope data is further supplemented by geochemical and powder X-Ray diffraction data.
DOI: 10.15468/dl.7hv56h
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptophyes punctatissima",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 709 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004236-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ndrxrybf3s
title: Substantial near-field radiative transport in dense oxidized Si nanopowders - dataset

description: Raw Raman spectroscopy data for “Substantial near-field radiative transport in dense oxidized Si nanopowders”

This dataset contains the raw Raman spectroscopy measurements used in the study “Substantial near-field radiative transport in dense oxidized Si nanopowders.” The data include Raman spectra recorded under varying laser powers, sample densities, and thermal annealing conditions, covering both native and thermally grown oxide shells on Si nanopowders. These measurements form the basis for the thermal conductivity analysis and near-field radiative transport interpretation presented in the manuscript.
DOI: 10.17632/ndrxrybf3s.1
title: Substantial near-field radiative transport in dense oxidized Si nanopowders - dataset

description: Raw Raman spectroscopy data for “Substantial near-field radiative transport in dense oxidized Si nanopowders”

This dataset contains the raw Raman spectroscopy measurements used in the study “Substantial near-field radiative transport in dense oxidized Si nanopowders.” The data include Raman spectra recorded under varying laser powers, sample densities, and thermal annealing conditions, covering both native and thermally grown oxide shells on Si nanopowders. These measurements form the basis for the thermal conductivity analysis and near-field radiative transport interpretation presented in the manuscript.
DOI: 10.15468/dl.mfdka2
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus marginatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Geometry POLYGON((12.17 37.45,\n 12.30 36.50,\n 13.80 36.40,\n 15.00 36.60,\n 15.80 37.20,\n 15.60 37.90,\n 14.60 38.00,\n 13.50 38.35,\n 12.25 38.25,\n 12.17 37.45))"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004238-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrtzad
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brechmorhoga vivax"
 ]
}

 The dataset includes 445 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004242-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv3nn6
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meconema meridionale",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1731 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004241-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6dqyf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meconema meridionale",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004243-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75cf6n
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Krapfia gusmannii"
 ]
}

 The dataset includes 69 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004239-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8mxwb
title: Occurrence Download

description: A dataset containing 1489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meconema meridionale",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1489 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004240-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.