cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/yy2-32r-d8b
title: Sabicea panamensis Wernham

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.eauahy
title: Occurrence Download

description: A dataset containing 1327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Striga hermonthica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1327 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013493-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujd8ed
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthonia vinosa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 780 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013494-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5u4wtu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternarchorhynchus kokraimoro",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013495-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5sm9b
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimosa pteridifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 481 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013496-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37253
title: 11 Species of Weeds of Southern Chinese farmland
title: 11 Species of Weeds of Southern Chinese farmland

description: A weed dataset comprising 11 species and 8,690 images,11 weed species were Rumex acetosa, Cardamine occulta, Eleusine indica, Erigeron canadensis, Mazus pumilus, Plantago asiatica, Poa annua, Portulaca oleracea, Amaranthus tricolor, Sonchus asper, and Stellaria aquatica
description: A weed dataset comprising 11 species and 8,690 images,11 weed species were Rumex acetosa, Cardamine occulta, Eleusine indica, Erigeron canadensis, Mazus pumilus, Plantago asiatica, Poa annua, Portulaca oleracea, Amaranthus tricolor, Sonchus asper, and Stellaria aquatica
DOI: 10.15468/dl.jrjpvb
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eragrostis airoides"
 ]
}

 The dataset includes 210 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013498-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37472
title: Women Shellfishers' Dataset
title: Women Shellfishers' Dataset

description: This dataset contains 504 observations and 86 variables collected from women in estuarine communities (e.g., Densu). It includes socio-demographic characteristics (age, education, literacy, marital status, occupation, parity, household size), housing and asset indicators, and food security measures (HHS, food security status). Nutritional indicators include dietary diversity (MDD-W), anthropometry (weight, height, BMI categories), and haemoglobin levels with anaemia classifications. The dataset also captures detailed dietary intake variables such as energy, macronutrients, fatty acids, cholesterol, and multiple micronutrients (iron, zinc, calcium, magnesium, selenium, etc.), including oyster-derived nutrients, making it suitable for nutrition and food security analyses.
description: This dataset contains 504 observations and 86 variables collected from women in estuarine communities (e.g., Densu). It includes socio-demographic characteristics (age, education, literacy, marital status, occupation, parity, household size), housing and asset indicators, and food security measures (HHS, food security status). Nutritional indicators include dietary diversity (MDD-W), anthropometry (weight, height, BMI categories), and haemoglobin levels with anaemia classifications. The dataset also captures detailed dietary intake variables such as energy, macronutrients, fatty acids, cholesterol, and multiple micronutrients (iron, zinc, calcium, magnesium, selenium, etc.), including oyster-derived nutrients, making it suitable for nutrition and food security analyses.
DOI: 10.15468/dl.5paqc3
title: Occurrence Download

description: A dataset containing 646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eryngium pandanifolium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 646 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013499-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zepc9a
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coniocarpon cinnabarinum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 306 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013501-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37468
title: Dataset for Ionospheric Scintillation Events and Spread F Occurrences (2018-2020)
title: Dataset for Ionospheric Scintillation Events and Spread F Occurrences (2018-2020)

description: This dataset presents ionospheric scintillation events observed during summer nights in the solar minimum period of 2018-2020. The data are provided as minute-by-minute S4 indices, totaling 1440 records per day. The corresponding spread F ionograms are available for download from the Meridian Project Phase I website (https://data.meridianproject.ac.cn/instrumentfiletype-option/?ift_id=115).
description: This dataset presents ionospheric scintillation events observed during summer nights in the solar minimum period of 2018-2020. The data are provided as minute-by-minute S4 indices, totaling 1440 records per day. The corresponding spread F ionograms are available for download from the Meridian Project Phase I website (https://data.meridianproject.ac.cn/instrumentfiletype-option/?ift_id=115).
DOI: 10.15468/dl.ub2ek5
title: Occurrence Download

description: A dataset containing 1631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senegalia riparia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1631 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013500-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.32930
title: Dynamic response and fatigue characteristics of a mining riser comprising segments of various wall thicknesses under irregular waves and currents
title: Dynamic response and fatigue characteristics of a mining riser comprising segments of various wall thicknesses under irregular waves and currents

description: The structural integrity and dynamic performance of deep-sea mining risers are affected by waves, currents, and vessel motions. This study proposes a mining riser comprising four segments of differing wall thickness. The wall thickness decreases segmentally with increasing ocean depth. The focus of this design is to improve the structural stability of the riser while reducing its manufacturing, transportation, and maintenance costs. A time-domain model based on the lumped mass method was established by considering the combined excitations of irregular waves, linear shear currents, and vessel motions. Subsequently, this model was employed to compare the dynamic responses of a segmented mining riser and risers with various uniform wall thicknesses. A parametric analysis was conducted to investigate the risers’ dynamic response under nominal wave heights and periods. Subsequently, a fatigue analysis was conducted. The results indicate that the segmented riser had considerably lower axial tension and higher mechanical performance than the uniform-wall-thickness risers did, indicating it is suitable for deep-sea mining. Fatigue evaluation indicated that cumulative damage was more considerable when waves were higher and the peak wave period was shorter. In addition, the dynamic response analysis revealed abrupt changes in bending moments at the connections between the third and fourth segments.
description: The structural integrity and dynamic performance of deep-sea mining risers are affected by waves, currents, and vessel motions. This study proposes a mining riser comprising four segments of differing wall thickness. The wall thickness decreases segmentally with increasing ocean depth. The focus of this design is to improve the structural stability of the riser while reducing its manufacturing, transportation, and maintenance costs. A time-domain model based on the lumped mass method was established by considering the combined excitations of irregular waves, linear shear currents, and vessel motions. Subsequently, this model was employed to compare the dynamic responses of a segmented mining riser and risers with various uniform wall thicknesses. A parametric analysis was conducted to investigate the risers’ dynamic response under nominal wave heights and periods. Subsequently, a fatigue analysis was conducted. The results indicate that the segmented riser had considerably lower axial tension and higher mechanical performance than the uniform-wall-thickness risers did, indicating it is suitable for deep-sea mining. Fatigue evaluation indicated that cumulative damage was more considerable when waves were higher and the peak wave period was shorter. In addition, the dynamic response analysis revealed abrupt changes in bending moments at the connections between the third and fourth segments.
DOI: 10.57760/sciencedb.j00240.00121
title: Intelligent Driving Foundation Model
title: Intelligent Driving Foundation Model

description: Algorithm Summary in the Field of Intelligent Driving Foundation Model
description: Algorithm Summary in the Field of Intelligent Driving Foundation Model
DOI: 10.15468/dl.ebmxv8
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternarchorhynchus mareikeae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013502-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.jim.00028
title: The date of the article "High-throughput Microstructural Characterization of xSi-BN Coated SiC Fibers by Combining Scanning Electron Microscopy and Laser Scanning Confocal Microscopy"
title: 《xSi-BN/SiC纤维光电联用高通量表征》文章的关联数据

description: The data presented herein comprise all the data associated with the article titled “High-throughput Microstructural Characterization of xSi-BN Coated SiC Fibers by Combining Scanning Electron Microscopy and Laser Scanning Confocal Microscopy.”
description: The data presented herein comprise all the data associated with the article titled “High-throughput Microstructural Characterization of xSi-BN Coated SiC Fibers by Combining Scanning Electron Microscopy and Laser Scanning Confocal Microscopy.”
DOI: 10.57760/sciencedb.19429
title: High-brightness betatron X-ray source driven by SULF-1 PW laser
title: High-brightness betatron X-ray source driven by SULF-1 PW laser

description: The betatron radiation source, emitted as the electrons are transversally wiggled during acceleration within the wakefield, features a micrometer-scale source size, femtosecond-scale pulse duration, milliradian-level divergence angles, and a broad spectrum exceeding beyond tens of keV. It is suitable for high-contrast imaging of minute structures and for the investigation of interdisciplinary ultrafast processes. Here we present a betatron X-ray source by producing a high-charge, high-energy electron beam through a laser wakefield accelerator driven by the 1 PW/0.1 Hz laser system in Shanghai Superintense Ultrafast Laser Facility (SULF). The maximum X-ray flux reaches up to 4×109 photons per shot above 5 keV, with a critical energy of 22±5 keV. Correspondingly, a peak brightness of 1.0×1023 photons·s-1·mm-2·mrad-2·0.1%BW-1 can be surmised in the experiment, comparable to that of the 3rd generation synchrotron light sources. Additionally, the imaging capability of betatron X-ray source has been validated, laying the foundation for future imaging applications.
description: The betatron radiation source, emitted as the electrons are transversally wiggled during acceleration within the wakefield, features a micrometer-scale source size, femtosecond-scale pulse duration, milliradian-level divergence angles, and a broad spectrum exceeding beyond tens of keV. It is suitable for high-contrast imaging of minute structures and for the investigation of interdisciplinary ultrafast processes. Here we present a betatron X-ray source by producing a high-charge, high-energy electron beam through a laser wakefield accelerator driven by the 1 PW/0.1 Hz laser system in Shanghai Superintense Ultrafast Laser Facility (SULF). The maximum X-ray flux reaches up to 4×109 photons per shot above 5 keV, with a critical energy of 22±5 keV. Correspondingly, a peak brightness of 1.0×1023 photons·s-1·mm-2·mrad-2·0.1%BW-1 can be surmised in the experiment, comparable to that of the 3rd generation synchrotron light sources. Additionally, the imaging capability of betatron X-ray source has been validated, laying the foundation for future imaging applications.
DOI: 10.15468/dl.w4hj7h
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna corifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 293 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013503-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjhf5a
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthonia helvola",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013504-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37220
title: The adopted fuel cell stack data and hardware circuit parameters
title: The adopted fuel cell stack data and hardware circuit parameters

description: This repository contains the fuel cell stack parameters used in the paper and the hardware circuit parameters of the self-designed circuitry.
description: This repository contains the fuel cell stack parameters used in the paper and the hardware circuit parameters of the self-designed circuitry.
DOI: 10.6084/m9.figshare.31329682
title: Structural Stabilization of a 1,300-Region Neural Atlas: Implementation of Axial Core Fluxions and Standing Wave Damping

description: This dataset documents the mathematical modeling and calibration of a 1,300-region neural architecture at 0.18mm resolution. The data defines the Axial Core through the application of the Compressed Filament theory, utilized to stabilize a 1044 Mbps throughput.
Technical Protocol:
Fluxion Calculus: Newtonian notation (velocity and acceleration) is applied to map fluid dynamics within the system to resolve acute instability.
Resonant Stability: Implements a damped harmonic oscillation model—the "Flat Never Flat" state—where a specific ballast (the "yellow weight") creates a stable standing wave.
Functional Outcome: The model demonstrates how the implementation of the AXIUM center point prevents chaotic throughput "shocks" and maintains high-coherence neural homeostasis.
This record serves as the forensic verification of the system reset performed on January 11, 2026.
Data Consistency Check
Throughput: 1044 Mbps
Resolution: 0.18 mm
Structure: Axial Core / Compressed Filament
Date of Calibration: January 11, 2026
DOI: 10.6084/m9.figshare.31329682.v1
title: Structural Stabilization of a 1,300-Region Neural Atlas: Implementation of Axial Core Fluxions and Standing Wave Damping

description: This dataset documents the mathematical modeling and calibration of a 1,300-region neural architecture at 0.18mm resolution. The data defines the Axial Core through the application of the Compressed Filament theory, utilized to stabilize a 1044 Mbps throughput.
Technical Protocol:
Fluxion Calculus: Newtonian notation (velocity and acceleration) is applied to map fluid dynamics within the system to resolve acute instability.
Resonant Stability: Implements a damped harmonic oscillation model—the "Flat Never Flat" state—where a specific ballast (the "yellow weight") creates a stable standing wave.
Functional Outcome: The model demonstrates how the implementation of the AXIUM center point prevents chaotic throughput "shocks" and maintains high-coherence neural homeostasis.
This record serves as the forensic verification of the system reset performed on January 11, 2026.
Data Consistency Check
Throughput: 1044 Mbps
Resolution: 0.18 mm
Structure: Axial Core / Compressed Filament
Date of Calibration: January 11, 2026
DOI: 10.57760/sciencedb.37469
title: Inferred ancestral heatmap generated using “Node Mode” in VisualHyDe for the Most Recent Common Ancestor (MRCA) of Adonis
title: Inferred ancestral heatmap generated using “Node Mode” in VisualHyDe for the Most Recent Common Ancestor (MRCA) of Adonis

description: Colors on heatmap represent significant inheritance probabilities (γ) from the row taxon. Results of the false-positive tests are also shown here.
description: Colors on heatmap represent significant inheritance probabilities (γ) from the row taxon. Results of the false-positive tests are also shown here.
DOI: 10.57760/sciencedb.nprd.00111
title: Process optimization of ultrasound-assisted deep eutectic solvent extraction of Rehmanniae Radix Praeparata apolysaccharide and its antioxidant and anti-aging activities
title: 超声辅助低共熔溶剂提取熟地黄多糖工艺优化及抗氧化和抗衰老活性研究

description: The composite score obtained by analytic hierarchy process-criteria importance through intercriteria correlation ( AHP-CRITIC ) composite weighting method was used in single factor experiment and response surface experiment, and Graphpad Prism 9.5 was used for plotting.  Life span experiment, heat stress, anti-oxidative stress statistics and life curve were processed and analyzed by Graphpad Prism 9.5.  The relative fluorescence intensity of lipofuscin and reactive oxygen species was calculated using Graphpad Prism 9.5 for data analysis and mapping.
description: The composite score obtained by analytic hierarchy process-criteria importance through intercriteria correlation ( AHP-CRITIC ) composite weighting method was used in single factor experiment and response surface experiment, and Graphpad Prism 9.5 was used for plotting.  Life span experiment, heat stress, anti-oxidative stress statistics and life curve were processed and analyzed by Graphpad Prism 9.5.  The relative fluorescence intensity of lipofuscin and reactive oxygen species was calculated using Graphpad Prism 9.5 for data analysis and mapping.
DOI: 10.15468/dl.rd5qft
title: Occurrence Download

description: A dataset containing 2637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corchorus olitorius",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2637 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013522-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00124.00444
title: Functional group structure features of major characteristic groups in coking coal
title: 炼焦精煤特性族组分的官能团结构特征

description: The raw data referenced in the paper “Functional group structure features of major characteristic groups in coking coal.”
description: The raw data referenced in the paper “Functional group structure features of major characteristic groups in coking coal.”