cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/76mswym4n3.2
title: Solar Irradiance Forecasting Dataset for GELG

description: The experimental area is located in Taian City, Shandong Province, China. This paper selects a point at 117.65° east longitude and 35.92° north latitude as the prediction target point P0. With P0 as the center, a circular sampling area with a radius of 6 km is established. 25 observation points are evenly sampled along the circumference, forming a total of 26 data collection points together with P0. The task is to predict the solar radiation at P0.
The experimental data in this paper comes from the National Solar Radiation Database (NSRDB). The time range of solar radiation data collection is from 00:00 on March 21, 2019, to 23:00 on March 20, 2020, with a sampling interval of 1 hour. Based on the traditional Chinese solar terms, this paper divides the data into four datasets: Spring (March 21 to June 22, 2019), Summer (June 23 to September 23, 2019), Autumn (September 24 to December 22, 2019), and Winter (December 23, 2019, to March 20, 2020).
DOI: 10.17632/frp3rskm95.1
title: Sports as a Pathway to Mindfulness: Investigating the Impact of Ultra-Trail on Conscious States and Perceived Body Boundaries

description: We make the data and the JASP file of the study available.
DOI: 10.17632/n9dbgsrzh2.1
title: Rbpms2 prevents major cardiac defects in cardiomyocyte-specific Rbpms-deficient mice

description: Cell type-specific splicing depends on RNA-binding splicing factors. Several important splicing factors were identified in cardiomyocytes, including members of the RBPMS family, but their role during heart development has not been fully characterized. Here, we demonstrate that the function of RBPMS overlaps with the closely related paralogue RBPMS2. Rbpms-deficient cardiomyocytes exhibit a higher degree of binucleation but this does not impair heart function in mice within the first year after birth. In contrast, Rbpms/Rbpms2 (Rbpms/2) compound mutants show a pronounced disruption of the splicing network in embryonic cardiomyocytes, which lead to formation of defective nuclei and disruption of sarcomere structures, eventually resulting in embryonic lethality. We demonstrate that mitotic defects in embryonic Rbpms/2-deficient cardiomyoctes are caused by the disbalance of nuclear and cytoplasmic Camk2g isoforms. Overexpression of the Rbpmsa isoform partially rescues these defects, preventing embryonic lethality of Rbpms/2-deficient mice, and is sufficient for cardiomyocyte-specific splicing in other cell types.
The file contains images of non-processed blots for the western blot analysis.
DOI: 10.15468/dl.ubv6nr
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protalebra nexa McAtee, 1926",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007647-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rbv927cnkf.1
title: Multilayer DSM systems architecture analysis

description: The data represents system architectures in the form of dependency structure matrices (DSM) as excel spreadsheets. The DSMs describe an abstract example system and two CubeSats (SK CubeSat B1, SK CCSRM).
Moreover there is python code to analyze the DSMs according to the multilayer DSM approach considering the different types of subsystem interfaces. It computes node centrality metrics and represents them as heatmaps.
DOI: 10.17632/g6n2n67szt.1
title: Can Pu(VI) sorb onto minerals? Going deeper into sorption affected by redox.

description: Data S1 includes sorption data for plutonium, uranium and thorium
DOI: 10.17632/g6n2n67szt.2
title: Going deeper into plutonium sorption affected by redox

description: Data S1 includes sorption data for plutonium, uranium and thorium
DOI: 10.17632/fv28xxn4f3.1
title: UGV-NBWASTE: diverse Dataset of Non-Biodegradable Waste in Bangladesh

description: Diverse Dataset of Non-Biodegradable Waste in Bangladesh
DOI: 10.17632/fv28xxn4f3.2
title: UGV-NBWASTE: An Oriented Non-Biodegradable Waste Dataset in Bangladesh

description: UGV-NBWASTE: An Oriented Non-Biodegradable Waste Dataset in Bangladesh
DOI: 10.17632/fv28xxn4f3.3
title: UGV-NBWASTE: An Oriented Non-Biodegradable Waste Dataset in Bangladesh

description: UGV-NBWASTE: An Oriented Non-Biodegradable Waste Dataset in Bangladesh
DOI: 10.17632/dydrxfpxm7.1
title: JujubeImageBD: A Comphrehensive Image Dataset of Jujubes Varieties in Bangladesh for Identification and Classification Using Machine Learning and Computer Vision

description: Type of data: 1024 x 1024 px images of jujubes.
Data format: JEPG.

Dataset contents: Original images of different varieties of jujubes in Bangladesh from single-fruit perspective.

Number of classes: Five jujube varieties - (1) Apple Kul, (2) Ball Sundari Kul, (3) Bau Kul, (4) Deshi Kul, and (5) Narkeli Kul.

Total number of images in the dataset: (A) In Original Dataset = 1,716 images and (B) In Augmented Dataset = 17,160 images.

Distribution of instances: 
(A) Number of images in Original Dataset (Jujube Dataset): 
(1) Apple Kul = 289.
(2) Ball Sundari Kul = 303. 
(3) Bau Kul = 356.
(4) Deshi Kul = 356. 
(5) Narkeli Kul = 412.

(B) Number of images in Augmented Dataset (Augmented Jujube Dataset): 
(1) Apple Kul = 2,890.
(2) Ball Sundari Kul = 3,030.
(3) Bau Kul = 3,560.
(4) Deshi Kul = 3,560.
(5) Narkeli Kul = 4,120.

Dataset size: (A) Total size of the Original Dataset is 41.7 MB and the compressed ZIP file size is 39.6 MB. (B) Total size of the Augmented Dataset is 1.2 GB and the compressed ZIP file size is 1.11 GB.

Data acquisition process: Images of jujube are captured using a high-definition smartphone camera from different angles.

Data source location: Local wholesale and retail fruit markets located in different areas of Dhaka, Bangladesh.

Where applicable: Training and evaluating machine learning and deep learning models to distinguish jujube varieties in Bangladesh to support automated identification and classification systems of various jujube varieties which can be utilized in areas of computer vision, smart agriculture and horticulture, precision farming, supply chain automation, food industry, AI-based fruit recognition, ecology and ecosystem health monitoring, biodiversity efforts, botanical research, environmental conservation, educational resources, ecology research.
DOI: 10.17632/2cvf2mt79v.1
title: Spatial Distribution Characteristics of Soil Organic Carbon Under Different

description: Description of Data
This dataset includes soil organic carbon (SOC) content measurements from 95 sampling points across Dali County, China, collected at five soil depths (0–10 cm, 10–20 cm, 20–40 cm, 40–60 cm, and 60–100 cm). Data were obtained through field surveys and laboratory analyses using the potassium dichromate oxidation method. The dataset also incorporates land use types (cropland, garden land, forest land, and grassland) and spatial autocorrelation analysis results derived from geostatistical methods.
Key findings include:
SOC content decreased with soil depth, showing a pronounced epipedon phenomenon.
Strong spatial autocorrelation was observed at 10–20 cm, 20–40 cm, and 60–100 cm depths, driven by structural factors.
Cropland and garden land were the dominant carbon sinks, contributing significantly to regional carbon stocks.
The data can be used to understand SOC spatial distribution, identify high carbon sequestration areas, and support land use optimization for carbon neutrality goals. The dataset is available in Excel format, including SOC measurements and land use classifications.
DOI: 10.15468/dl.g8mezm
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia chocoensis (Lozano) Govaerts"
 ]
}

 The dataset includes 28 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007649-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k34r564y3j.1
title: cell-free mtDNA and HTx

description: Raw data from the RT-PCR instrument (Ct values) and the conversion of qPCR results into a plasma-equivalent concentration (cp/µl).
DOI: 10.15468/dl.kckkjs
title: Occurrence Download

description: A dataset containing 22047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 22047 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007650-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zszm2
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0 52.5,0.1 52.5,0.1 52.6,0 52.6,0 52.5))",
 "HasCoordinate is true",
 "TaxonKey is Strix aluco Linnaeus, 1758"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007645-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pb86zm39k6.1
title: Polymer-Modified Pervious Concrete Incorporating Recycled Concrete Aggregates

description: Data for the paper titled "Optimizing and Predicting the Performance of Polymer-Modified Pervious Concrete Incorporating Recycled Concrete Aggregates: A Hybrid TOPSIS and Machine Learning Approach"
DOI: 10.15468/dl.n7xwgz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.37677 16.86114,-89.19191 16.86114,-89.19191 17.60406,-90.37677 17.60406,-90.37677 16.86114))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sabal mauritiiformis (H.Karst.) Griseb. & H.Wendl."
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007652-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yf2nnnkx6m.1
title: 35 Image of particles from marine sediment samples collected in Tulai Island and Salang Beach, Tioman Island in August 2024 using microscope at UPM

description: Image of particles from marine sediment samples collected in Tulai Island and Salang Beach, Tioman Island in August 2024 using microscope at UPM
DOI: 10.17632/yf2nnnkx6m.2
title: 35 Image of particles from marine sediment samples collected in Juara, Salang and Tulai beach, Tioman Island in August 2024 using microscope at UPM

description: Image of particles from marine sediment samples collected in Juara, Salang and Tulai beach, Tioman Island in August 2024 using microscope at UPM
DOI: 10.6073/pasta/fc457c1aec1eba1d61ec6837837b4b3c
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 14 meteorological station: 5-minute summary wind and air temperature data: 2013 - ongoing

description: This data package contains 5-minute air temperature and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-14 met station. Average air temperature, wind speed, and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This is a subset of baseline weather data collected at the 15 Jornada Basin LTER CSIS study blocks, New Mexico. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.17632/4zdcbnnvzb.1
title: LINF_100015700

description: IQ motif-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.2csu93
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cuscuta veatchii Brandegee"
 ]
}

 The dataset includes 228 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007654-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/a5ddf882f33c6403976f0257cb0095f2
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: 5-minute summary wind and air temperature data: 2013 - ongoing

description: This data package contains 5-minute air temperature and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-15 met station. Average air temperature, wind speed, and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This is a subset of baseline weather data collected at the 15 Jornada Basin LTER CSIS study blocks, New Mexico. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.15468/dl.u546qf
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trogoderma variabile Ballion, 1878",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 139 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007656-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmfned
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hydrocharis laevigata (Humb. & Bonpl. ex Willd.) Byng & Christenh."
 ]
}

 The dataset includes 218 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007657-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfkpxe
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Polyplacophora"
 ]
}

 The dataset includes 830 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007658-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15021893
title: Pin-Freshener Data

description: Anonymized data and code for Pin-Freshener.
DOI: 10.5281/zenodo.15021894
title: Pin-Freshener Data

description: Anonymized data and code for Pin-Freshener.
DOI: 10.6073/pasta/d96e16b15ecef50458a1209e74efb5e0
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 1 meteorological station: 30-minute summary data: 2017 - ongoing

description: This data package contains 30-minute air temperature, relative humidity, and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-1 met station. Average air temperature, relative humidity, wind speed and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively. This is an ONGOING dataset.
DOI: 10.15468/dl.7p9vmx
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.1 51.4,0 51.4,0 51.5,-0.1 51.5,-0.1 51.4))",
 "HasCoordinate is true",
 "TaxonKey is Strix aluco Linnaeus, 1758"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007651-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhjxan
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.5 52.8,-0.4 52.8,-0.4 52.9,-0.5 52.9,-0.5 52.8))",
 "HasCoordinate is true",
 "TaxonKey is Strix aluco Linnaeus, 1758"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007653-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9s69r
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.6 50.8,-0.5 50.8,-0.5 50.9,-0.6 50.9,-0.6 50.8))",
 "HasCoordinate is true",
 "TaxonKey is Strix aluco Linnaeus, 1758"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007655-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3np6we
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia lenticellata (Lozano) Govaerts"
 ]
}

 The dataset includes 46 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007659-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15021605
title: CTD, UCTD, ADCP, and MSS data collected during the 2019 CALYPSO campaign in the Western Alboran Gyre

description: This dataset contains observations collected during the CALYPSO (Coherent Lagrangian Pathways from the Surface Ocean to Interior) campaign, conducted aboard the R/V Pourquoi Pas? in the northern edge of the Western Alboran Gyre (Western Mediterranean Sea) between March 28 and April 11, 2019. The campaign aimed to investigate subduction features near the unstable front that developed along the gyre’s northern boundary.

Measurements were obtained using a SeaBird 911plus Conductivity Temperature Depth (CTD) profiler, a Teledyne RD Instruments Underway Conductivity Temperature Depth (UCTD) profiler, a free-falling microstructure profiler (MSS90D; Sea & Sun Technology), and a hull-mounted Teledyne RDI Ocean Surveyor Acoustic Doppler Current Profiler (ADCP).

The data is organized into five transects (T1-T5) used in the study, with all instruments including metadata variables such as latitude (lat, [°N]), longitude (lon, [°E]), depth (z, [m]), and time (time [matlab datenum format]). The UCTD dataset contains variables such as Conservative Temperature (ct, [°C]), Absolute Salinity (as, [g kg-1]), potential density anomaly (rho, [kg m-3]), Brunt–Väisälä frequency (n2, [s-2]), spice anomaly (spice, [kg m-3]), Turner angle (Turner, [°]), mixed layer depth (mld, [m]), upper (intrusion_ub, [m]) and lower boundaries of intrusions (intrusion_lb, [m]), isopycnal strain (strain, []), and Richardson number (richardson, []). The ADCP dataset includes current magnitude (magnitude, [m s-1]), current direction (direction, [°]), Ertel potential vorticity (pv, [s-3]), and shear squared (shear, [s-2]). The CTD dataset provides measurements of dissolved oxygen (oxy, [mg l-1]) and chlorophyll-a concentrations (chl, [mg m-3]), while the MSS dataset includes turbulent kinetic energy dissipation rates (tke, log10 [W kg-1]), pseudo turbulent kinetic energy dissipation rates (ptke, log10 [W kg-1]), diffusivity estimates (diff, [m2 s-1]), turbulent fluxes of heat (HF, [W m-2]), salt (SF, [kg m-2 s-1]), oxygen (OF, [mg m-2 s-1]), and chlorophyll-a (CF, [mg m-2 s-1]).
DOI: 10.5281/zenodo.15021606
title: CTD, UCTD, ADCP, and MSS data collected during the 2019 CALYPSO campaign in the Western Alboran Gyre

description: This dataset contains observations collected during the CALYPSO (Coherent Lagrangian Pathways from the Surface Ocean to Interior) campaign, conducted aboard the R/V Pourquoi Pas? in the northern edge of the Western Alboran Gyre (Western Mediterranean Sea) between March 28 and April 11, 2019. The campaign aimed to investigate subduction features near the unstable front that developed along the gyre’s northern boundary.

Measurements were obtained using a SeaBird 911plus Conductivity Temperature Depth (CTD) profiler, a Teledyne RD Instruments Underway Conductivity Temperature Depth (UCTD) profiler, a free-falling microstructure profiler (MSS90D; Sea & Sun Technology), and a hull-mounted Teledyne RDI Ocean Surveyor Acoustic Doppler Current Profiler (ADCP).

The data is organized into five transects (T1-T5) used in the study, with all instruments including metadata variables such as latitude (lat, [°N]), longitude (lon, [°E]), depth (z, [m]), and time (time [matlab datenum format]). The UCTD dataset contains variables such as Conservative Temperature (ct, [°C]), Absolute Salinity (as, [g kg-1]), potential density anomaly (rho, [kg m-3]), Brunt–Väisälä frequency (n2, [s-2]), spice anomaly (spice, [kg m-3]), Turner angle (Turner, [°]), mixed layer depth (mld, [m]), upper (intrusion_ub, [m]) and lower boundaries of intrusions (intrusion_lb, [m]), isopycnal strain (strain, []), and Richardson number (richardson, []). The ADCP dataset includes current magnitude (magnitude, [m s-1]), current direction (direction, [°]), Ertel potential vorticity (pv, [s-3]), and shear squared (shear, [s-2]). The CTD dataset provides measurements of dissolved oxygen (oxy, [mg l-1]) and chlorophyll-a concentrations (chl, [mg m-3]), while the MSS dataset includes turbulent kinetic energy dissipation rates (tke, log10 [W kg-1]), pseudo turbulent kinetic energy dissipation rates (ptke, log10 [W kg-1]), diffusivity estimates (diff, [m2 s-1]), turbulent fluxes of heat (HF, [W m-2]), salt (SF, [kg m-2 s-1]), oxygen (OF, [mg m-2 s-1]), and chlorophyll-a (CF, [mg m-2 s-1]).