cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31123354
title: Compound Library for DeepDrugDiscovery platform

description: The DeepDrugDiscovery platform utilized a carefully curated library of 1.16 million compounds sourced from established commercial databases<b>. </b>This strategic selection of commercial sources ensures most hits are readily procurable, bypassing synthesis bottlenecks and expediting validation from computational prediction to biological testing. To ensure the chemical diversity and broad applicability of our screening approach, we conducted comprehensive diversity metrics analysis across the entire library.
DOI: 10.6084/m9.figshare.31123354.v1
title: Compound Library for DeepDrugDiscovery platform

description: The DeepDrugDiscovery platform utilized a carefully curated library of 1.16 million compounds sourced from established commercial databases<b>. </b>This strategic selection of commercial sources ensures most hits are readily procurable, bypassing synthesis bottlenecks and expediting validation from computational prediction to biological testing. To ensure the chemical diversity and broad applicability of our screening approach, we conducted comprehensive diversity metrics analysis across the entire library.
DOI: 10.15468/dl.9vgb4a
title: Occurrence Download

description: A dataset containing 4340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudotsuga menziesii menziesii",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 4340 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004664-260120142942310/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/14579491
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.jvdcma
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.74391 24.46051, 88.66676699999999 24.454933, 88.591542 24.438341, 88.52010799999999 24.411146, 88.454235 24.374024, 88.395557 24.327898, 88.345519 24.273913, 88.305351 24.213406, 88.276032 24.147875, 88.25827 24.07894, 88.252486 24.008302, 88.25879999999999 23.937703, 88.27704 23.868878, 88.306738 23.803518, 88.34715 23.743227, 88.397272 23.689481, 88.455867 23.643594, 88.521495 23.606689, 88.59255 23.579665, 88.667297 23.563183, 88.74391 23.557644, 88.82052299999999 23.563183, 88.89527 23.579665, 88.966325 23.606689, 89.031953 23.643594, 89.090548 23.689481, 89.14067 23.743227, 89.181082 23.803518, 89.21078 23.868878, 89.22902000000001 23.937703, 89.23533399999999 24.008302, 89.22955 24.07894, 89.211788 24.147875, 89.182469 24.213406, 89.142301 24.273913, 89.092263 24.327898, 89.033585 24.374024, 88.96771200000001 24.411146, 88.896278 24.438341, 88.82105300000001 24.454933, 88.74391 24.46051))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004665-260120142942310/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/14579535
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7dq6mr
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus tropicalis"
 ]
}

 The dataset includes 160 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004666-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30964372.v3
title: A novel naturally ORF3a-Deficient Porcine Transmissible Gastroenteritis Virus Field Strain HN-2012: Isolation, Pathogenicity and Reverse Genetics System Development

description: Transmissible gastroenteritis virus (TGEV) is an enteric coronavirus causing severe diarrhea with high mortality in suckling piglets. In this study, a field TGEV strain, designated HN-2012, was isolated from the intestinal contents of diarrheic piglets in Henan Province, China. Genomic analysis identified a continuous 140-nucleotide deletion in HN-2012 resulting in the lack of the accessory protein 3a (ORF3a) compared with other TGEV Miller strains. Experimental infection of piglets with TGEV HN-2012 induced severe diarrhea and lung injury. Simultaneously, high viral loads were detected in both the small intestines and lung tissues, demonstrating that TGEV HN-2012 exhibits dual tropism for enteric and respiratory epithelia. Furthermore, a full-length cDNA infectious clone of TGEV HN-2012 was constructed using a yeast artificial chromosome system via transformation-associated recombination. The recombinant virus was successfully rescued and exhibited similar replication kinetics comparable to the parental virus. In summary, we isolated a novel, naturally TGEV ORF3a deletion strain associated with severe enteric disease and lung injury in piglets, and establishes an efficient reverse genetic system of TGEV. This work providing a valuable tool for investigating the TGEV evolutionary and pathogenesis mechanisms.
DOI: 10.15468/dl.pu439m
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-0.944 6.708127, -1.014743 6.702556, -1.08374 6.685979, -1.149287 6.658807, -1.209768 6.62171, -1.26369 6.575604, -1.309726 6.521625, -1.346743 6.461106, -1.373831 6.395539, -1.390328 6.326538, -1.39583 6.255806, -1.390208 6.185082, -1.373603 6.116109, -1.346429 6.050584, -1.309357 5.990118, -1.263302 5.936198, -1.209398 5.89015, -1.148973 5.853106, -1.083512 5.825976, -1.014623 5.809427, -0.944 5.803865, -0.873377 5.809427, -0.804488 5.825976, -0.739027 5.853106, -0.678602 5.89015, -0.624698 5.936198, -0.578643 5.990118, -0.541571 6.050584, -0.514397 6.116109, -0.497792 6.185082, -0.49217 6.255806, -0.497672 6.326538, -0.514169 6.395539, -0.541257 6.461106, -0.578274 6.521625, -0.62431 6.575604, -0.6782319999999999 6.62171, -0.738713 6.658807, -0.80426 6.685979, -0.8732569999999999 6.702556, -0.944 6.708127))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 121 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004667-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.35750
title: Processed Bi2015a dataset
title: Processed Bi2015a dataset

description: Bi2015a The dataset were collected from 50 subjects (36 males and 14 females, mean age of 23.7 years). The study was approved by the Ethical Committee of the University of Grenoble Alpes. Among 50 pairs of participants, 9 have been rejected from the study. The appearance of P300 component in this task depends on the cognitive control of the subject/brain. The data acquisition method is the recorded data under the stroboscope time of the visual task set at 50ms, 80ms and 110ms, that is, the feedback/reward mechanism is used to gradually optimize the control ability of subjects and enables it to actively generate P300. In other words, the occurrence time of P300 is a random and gradual process, i.e., the time variability is large. If our generative model can actively learn such dynamic characteristics and simulate the active control of the brain, more accurate EEG signals can be generated.
description: Bi2015a The dataset were collected from 50 subjects (36 males and 14 females, mean age of 23.7 years). The study was approved by the Ethical Committee of the University of Grenoble Alpes. Among 50 pairs of participants, 9 have been rejected from the study. The appearance of P300 component in this task depends on the cognitive control of the subject/brain. The data acquisition method is the recorded data under the stroboscope time of the visual task set at 50ms, 80ms and 110ms, that is, the feedback/reward mechanism is used to gradually optimize the control ability of subjects and enables it to actively generate P300. In other words, the occurrence time of P300 is a random and gradual process, i.e., the time variability is large. If our generative model can actively learn such dynamic characteristics and simulate the active control of the brain, more accurate EEG signals can be generated.
DOI: 10.57760/sciencedb.35664
title: Extreme-thickness Transmissive Metasurfaces for Controlling Terahertz Vectorial Beams
title: Extreme-thickness Transmissive Metasurfaces for Controlling Terahertz Vectorial Beams

description: Manipulating terahertz (THz) beams at will in transmission mode is highly desired, but conventional devices are bulky being unfavourable for optical integration. While metasurfaces (MSs) provide a versatile platform for light manipulation, transmission-mode MSs typically require enough thicknesses to achieve wide-range phase modulation. Here, we propose a generic scheme to design transmissive MSs with extreme thicknesses to generate vectorial light beams, and experimentally verify the concept in the THz regime. This link contains the data for our main text.
description: Manipulating terahertz (THz) beams at will in transmission mode is highly desired, but conventional devices are bulky being unfavourable for optical integration. While metasurfaces (MSs) provide a versatile platform for light manipulation, transmission-mode MSs typically require enough thicknesses to achieve wide-range phase modulation. Here, we propose a generic scheme to design transmissive MSs with extreme thicknesses to generate vectorial light beams, and experimentally verify the concept in the THz regime. This link contains the data for our main text.
DOI: 10.57760/sciencedb.35495
title: Single-Cell Sequencing of Retinal Microglia in Glaucoma Patients
title: Single-Cell Sequencing of Retinal Microglia in Glaucoma Patients

description: Glaucoma is the most common cause of irreversible blindness. To investigate phenotypic and functional changes of microglia in the retinas of patients with glaucoma, this dataset includes single-cell RNA sequencing expression matrices of retinal microglia from three patients with glaucoma and three healthy controls. In the present study, only data from the three glaucoma patients were extracted and analyzed. We identified a disease-associated microglia （DAM） in the glaucomatous retina.
description: Glaucoma is the most common cause of irreversible blindness. To investigate phenotypic and functional changes of microglia in the retinas of patients with glaucoma, this dataset includes single-cell RNA sequencing expression matrices of retinal microglia from three patients with glaucoma and three healthy controls. In the present study, only data from the three glaucoma patients were extracted and analyzed. We identified a disease-associated microglia （DAM） in the glaucomatous retina.
DOI: 10.15468/dl.a2ve56
title: Occurrence Download

description: A dataset containing 7791128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Haliaeetus leucocephalus"
 ]
}

 The dataset includes 7791128 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004619-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.35709
title: Multi-pulse and multi-angle ultrafast X-ray imaging driven by petawatt-class ultrafast laser pulses
title: Multi-pulse and multi-angle ultrafast X-ray imaging driven by petawatt-class ultrafast laser pulses

description: The study of matter under extreme conditions, particularly non-repeatable ultrafast processes such as those in high energy-density physics and inertial confinement fusion, urgently demands innovations in ultrafast imaging diagnostics. To address this, we propose a novel multi-pulse, multi-angle imaging scheme that leverages a beam-splitting design applied to a single ultra-intense laser pulse to generate multiple, precisely delayed sub-pulse beams. This method not only achieves a tunable temporal resolution range from femtosecond to picosecond and spatial resolution in micrometer scale, providing a powerful tool for capturing single-shot ultrafast dynamics, but also overcomes the low repetition rate limitation in all petawatt-class laser facilities, enabling previously unattainable continuous dynamic imaging. Experimental validation is scheduled on the 1 PW/0.1 Hz laser system at the Shanghai Superintense Ultrafast Laser Facility. Feasibility of the source is verified by PIC simulations, while Geant4 simulations demonstrate imaging performance.
description: The study of matter under extreme conditions, particularly non-repeatable ultrafast processes such as those in high energy-density physics and inertial confinement fusion, urgently demands innovations in ultrafast imaging diagnostics. To address this, we propose a novel multi-pulse, multi-angle imaging scheme that leverages a beam-splitting design applied to a single ultra-intense laser pulse to generate multiple, precisely delayed sub-pulse beams. This method not only achieves a tunable temporal resolution range from femtosecond to picosecond and spatial resolution in micrometer scale, providing a powerful tool for capturing single-shot ultrafast dynamics, but also overcomes the low repetition rate limitation in all petawatt-class laser facilities, enabling previously unattainable continuous dynamic imaging. Experimental validation is scheduled on the 1 PW/0.1 Hz laser system at the Shanghai Superintense Ultrafast Laser Facility. Feasibility of the source is verified by PIC simulations, while Geant4 simulations demonstrate imaging performance.
DOI: 10.57760/sciencedb.35717
title: Replication Data and Code for "Trade Secret Protection and Cultivation of SRDI Enterprises"
title: 商业秘密保护与“专精特新”企业培育：研究数据与Stata代码

description: This dataset contains the replication data and Stata code for the research paper titled "Trade Secret Protection and Cultivation of SRDI Enterprises". Based on the quasi-natural experiment of the trade secret protection innovation pilot initiated by the State Administration for Market Regulation in 2022, this study investigates the impact of the trade secret protection regime on the cultivation of "Specialized, Refined, Distinctive, and Innovative" (SRDI) enterprises in Chinese cities.The dataset includes:Final Data (最终数据.dta): A processed city-level panel dataset containing the dependent variable (SRDI enterprise cultivation performance), the core independent variable (DID indicators), and control variables such as economic development, industrial structure, human capital, and infrastructure.Stata Do-file (商业秘密专精特新.do): The complete Stata script for data cleaning, baseline regression, parallel trend tests, robustness checks (e.g., placebo tests), mechanism analysis, and heterogeneity analysis.This dataset supports the replication of the empirical results presented in the paper and provides a reference for future research in related fields.
description: This dataset contains the replication data and Stata code for the research paper titled "Trade Secret Protection and Cultivation of SRDI Enterprises". Based on the quasi-natural experiment of the trade secret protection innovation pilot initiated by the State Administration for Market Regulation in 2022, this study investigates the impact of the trade secret protection regime on the cultivation of "Specialized, Refined, Distinctive, and Innovative" (SRDI) enterprises in Chinese cities.The dataset includes:Final Data (最终数据.dta): A processed city-level panel dataset containing the dependent variable (SRDI enterprise cultivation performance), the core independent variable (DID indicators), and control variables such as economic development, industrial structure, human capital, and infrastructure.Stata Do-file (商业秘密专精特新.do): The complete Stata script for data cleaning, baseline regression, parallel trend tests, robustness checks (e.g., placebo tests), mechanism analysis, and heterogeneity analysis.This dataset supports the replication of the empirical results presented in the paper and provides a reference for future research in related fields.
DOI: 10.57760/sciencedb.35686
title: Dataset of Cotton Phenological Phases and Yield Correlation at 35 Observation Stations in Arid Oases of Xinjiang
title: Dataset of Cotton Phenological Phases and Yield Correlation at 35 Observation Stations in Arid Oases of Xinjiang

description: This dataset includes field experiment data from 35 standardized observation stations in the oasis ecosystems of major cotton-growing areas in Xinjiang during the period [198X–2023]. It records key phenological stages of cotton, such as sowing date, emergence date, squaring date, flowering date and boll opening date, as well as indicators including lint yield. The dataset can provide basic data support for high-yield cotton cultivation, field management optimization and climate adaptability assessment in arid regions.
description: This dataset includes field experiment data from 35 standardized observation stations in the oasis ecosystems of major cotton-growing areas in Xinjiang during the period [198X–2023]. It records key phenological stages of cotton, such as sowing date, emergence date, squaring date, flowering date and boll opening date, as well as indicators including lint yield. The dataset can provide basic data support for high-yield cotton cultivation, field management optimization and climate adaptability assessment in arid regions.
DOI: 10.57760/sciencedb.35683
title: The meta-analysis dataset on acidification responses to nitrogen inputs
title: The meta-analysis dataset on acidification responses to nitrogen inputs

description: This dataset was generated through a meta-analysis aimed at synthesizing global experimental evidence on the effects of nitrogen (N) fertilizer application on soil biogeochemical processes. The primary focus was to quantify responses in (1) nitrogen transformation-related functional genes (e.g., amoA, nirK, nirS, narG, norZ), and (2) soil ion concentrations (e.g., Ca²⁺, Mg²⁺, K⁺, Al³⁺, pH, and associated acidity indicators).
description: This dataset was generated through a meta-analysis aimed at synthesizing global experimental evidence on the effects of nitrogen (N) fertilizer application on soil biogeochemical processes. The primary focus was to quantify responses in (1) nitrogen transformation-related functional genes (e.g., amoA, nirK, nirS, narG, norZ), and (2) soil ion concentrations (e.g., Ca²⁺, Mg²⁺, K⁺, Al³⁺, pH, and associated acidity indicators).
DOI: 10.57760/sciencedb.35672
title: CFPS Medical Insurance Database
title: CFPS Medical Insurance Database

description: The data used in this paper are sourced from the Chinese Family Panel Studies (CFPS), which is a reliable and relatively recent database. Its survey content, including economic activities, family relationships, health, and education, aligns with the research topic of this paper. Missing data values were handled by blank filling.This dataset is obtained through secondary cleaning on the basis of the CFPS public database
description: The data used in this paper are sourced from the Chinese Family Panel Studies (CFPS), which is a reliable and relatively recent database. Its survey content, including economic activities, family relationships, health, and education, aligns with the research topic of this paper. Missing data values were handled by blank filling.This dataset is obtained through secondary cleaning on the basis of the CFPS public database
DOI: 10.57760/sciencedb.28650
title: 黄河三角洲1991-2050年蓝碳数据集
title: Yellow River Delta Blue Carbon Dataset 1991–2050

description: Yellow River Delta Blue Carbon Dataset 1991–2050
description: Yellow River Delta Blue Carbon Dataset 1991–2050
DOI: 10.57760/sciencedb.35707
title: Enabling tens-of-petawatt lasers via integration of kilojoule-class broadband Nd:glass lasers with novel post-compression technique
title: Enabling tens-of-petawatt lasers via integration of kilojoule-class broadband Nd:glass lasers with novel post-compression technique

description: 1 profile of input beam2 profile of smoothed beam3 PTA of smoothed beam versus spatial dispertion length4 noise gain spectra at different nonlinear refractive indices5 schematic diagram of the innovative post-compression route for tens of PW laser system6 numerical simulation results
description: 1 profile of input beam2 profile of smoothed beam3 PTA of smoothed beam versus spatial dispertion length4 noise gain spectra at different nonlinear refractive indices5 schematic diagram of the innovative post-compression route for tens of PW laser system6 numerical simulation results
DOI: 10.57760/sciencedb.35694
title: Evolution of temporal coherent noise in high-peak-power chirped-pulse amplification laser
title: 时域相干噪声在高能啁啾脉冲放大系统中的演变

description: The time-domain contrast and spectral data of chirped pulses under different amplification conditions measured experimentally. 
description: The time-domain contrast and spectral data of chirped pulses under different amplification conditions measured experimentally.
DOI: 10.15468/dl.c9gb6n
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Digitaria longiflora",
 "Year 1950-2020"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004668-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.12934
title: WGS raw data of pigs
title: WGS raw data of pigs

description: Pig WGS raw data, include GVCF, MT-bam, fastq files for breeds of Juema, BaoshanHei and hybrid in Gansu and Yunnan province.
description: Pig WGS raw data, include GVCF, MT-bam, fastq files for breeds of Juema, BaoshanHei and hybrid in Gansu and Yunnan province.
DOI: 10.57760/sciencedb.35691
title: Cold-water coral data
title: 冷水珊瑚数据

description: Cold-water coral data for species distribution model development
description: Cold-water coral data for species distribution model development
DOI: 10.57760/sciencedb.07915
title: Full summary statistics of cis-eQTL for OmiGA paper
title: Full summary statistics of cis-eQTL for OmiGA paper

description: OmiGA Portal: https://omiga.bio/
description: OmiGA Portal: https://omiga.bio/
DOI: 10.57760/sciencedb.35518
title: Meta Analysis on the Effects of Fun Athletics on the Physical Fitness of Chinese Students Aged 10-12
title: Meta Analysis on the Effects of Fun Athletics on the Physical Fitness of Chinese Students Aged 10-12

description: Meta-Analysis Data on the Effects of Fun Sports on the Physical Fitness of Chinese Students Aged 10–12
description: Meta-Analysis Data on the Effects of Fun Sports on the Physical Fitness of Chinese Students Aged 10–12