cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.07847
title: Word cloud for data science
title: Word cloud for data science

description: This dataset includes a .txt file and a .ipynb file. Raw data are captured through Web of Science as retrieval records on 24 February 2023. Refined by only published articles entitled "data science," 3490 pieces of records with abstracts are selected. Besides, the python code for word cloud analysis is also shared. This package provides supporting details for a paper, Looking Back to the Future: A Glimpse at Twenty Years of Data Science, submitted to the Data science Journal.
description: This dataset includes a .txt file and a .ipynb file. Raw data are captured through Web of Science as retrieval records on 24 February 2023. Refined by only published articles entitled "data science," 3490 pieces of records with abstracts are selected. Besides, the python code for word cloud analysis is also shared. This package provides supporting details for a paper, Looking Back to the Future: A Glimpse at Twenty Years of Data Science, submitted to the Data science Journal.
DOI: 10.57760/sciencedb.07848
title: Effect of plant growth regulators DA-6 and COS on drought tolerance of pineapple through bromelain and oxidative stress
title: Effect of plant growth regulators DA-6 and COS on drought tolerance of pineapple through bromelain and oxidative stress

description: This data is related to the regulation of drought resistance of pineapple by DA-6 and COS. In this experiment, samples were taken from pineapple at different periods to determine related indexes, including soil volume water content, bromelain, SOD, POD, CAT, APX, MDA, phenotype related indexes and yield. Additional information about this data can be found in the paper.
description: This data is related to the regulation of drought resistance of pineapple by DA-6 and COS. In this experiment, samples were taken from pineapple at different periods to determine related indexes, including soil volume water content, bromelain, SOD, POD, CAT, APX, MDA, phenotype related indexes and yield. Additional information about this data can be found in the paper.
DOI: 10.57760/sciencedb.07849
title: Monthly gap-filled CCI soil moisture over region of China (Combined Product)
title: 中国区域填补CCI土壤湿度逐月数据（主被动结合产品）

description: This dataset includes the monthly gap-filled CCI combined soil moisture from 1982 to 2020, the spatial resolution is 0.25°. The product is generated by XGBoost and the used covariates of soil moisture include precipitation, albedo, surface temperature, air temperature and soil moisture from CMA-RA/Land reanalysis data; NDVI from GIMMS and MODIS; GTOPO30 DEM; soil texture from HWSD; and temporal information. The overall correlation coefficient R and root-mean-square error (RMSE) compared the 5cm-depth observations from ISMN (192 sites) is 0.554 and 0.0977 cm3cm-3 which is slightly better than the original CCI data.
description: This dataset includes the monthly gap-filled CCI combined soil moisture from 1982 to 2020, the spatial resolution is 0.25°. The product is generated by XGBoost and the used covariates of soil moisture include precipitation, albedo, surface temperature, air temperature and soil moisture from CMA-RA/Land reanalysis data; NDVI from GIMMS and MODIS; GTOPO30 DEM; soil texture from HWSD; and temporal information. The overall correlation coefficient R and root-mean-square error (RMSE) compared the 5cm-depth observations from ISMN (192 sites) is 0.554 and 0.0977 cm3cm-3 which is slightly better than the original CCI data.
DOI: 10.57760/sciencedb.iga.00010
title: Sanjiang Plain Population Data Set (1949-1990)
title: 三江平原人口数据集（1949-1990）

description: Sanjiang Plain Population Data Set (1949-1990)
description: Sanjiang Plain Population Data Set (1949-1990)
DOI: 10.15468/dl.bv5tfa
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((161.8963 66.51409,158.76781 65.15997,157.18022 60.11703,155.31246 57.2687,155.54593 53.15964,158.8612 51.9456,165.11817 58.48275,178.19246 61.8447,178.6594 66.79425,161.8963 66.51409))",
 "TaxonKey is Hordeum jubatum L."
 ]
}

 The dataset includes 95 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000653-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07851
title: A double-ended pump thin-rod Yb: YAG regenerative amplifier with high average power and excellent beam quality
title: 双端泵浦短棒状Yb：YAG 晶体具有高平均功率和优良光束质量的再生放大器

description: A laser diode double-ended pump Yb: YAG regenerative amplifier has been developed. Immersion water-cooling method and thin-rod crystals greatly improve cooling capacity. In addition, double-ended pumping method and optimized cavity design significantly reduce the thermal effects. Due to thermal effects were largely decreased, high average output power of 37 W was achieved with high power stability（RMS=0.56%）at pulse repetition rate of 400 kHz with 1.23 PS pulse width using chirped pulse amplification (CPA) systems and the output beam quality was excellent with a M2 value of &lt;1.075. A low-cost, highly compact solution for high-power ultrafast laser systems has been obtained.
description: A laser diode double-ended pump Yb: YAG regenerative amplifier has been developed. Immersion water-cooling method and thin-rod crystals greatly improve cooling capacity. In addition, double-ended pumping method and optimized cavity design significantly reduce the thermal effects. Due to thermal effects were largely decreased, high average output power of 37 W was achieved with high power stability（RMS=0.56%）at pulse repetition rate of 400 kHz with 1.23 PS pulse width using chirped pulse amplification (CPA) systems and the output beam quality was excellent with a M2 value of &lt;1.075. A low-cost, highly compact solution for high-power ultrafast laser systems has been obtained.
DOI: 10.57760/sciencedb.iga.00011
title: 10 meter resolution distribution data set of Chinese acanthopanax (2020)
title: 中国无瓣海桑10米分辨率分布数据集（2020年）

description: The 10 meter resolution distribution data set of Chinese acanthopanax in 2020 reflects the distribution of exotic mangrove plant acanthopanax in China.
description: The 10 meter resolution distribution data set of Chinese acanthopanax in 2020 reflects the distribution of exotic mangrove plant acanthopanax in China.
DOI: 10.57760/sciencedb.j00052.00060
title: EEG data of automatic processing of facial width-to-height ratio
title: 面孔宽高比自动加工脑电数据

description: EEG recording uses an EEG system produced by Neuroscan Company in the United States. The subjects wore a 64 lead EEG cap and recorded vertical eye electrical activity (VEOG) using two electrodes located above and below the left orbital forehead, while horizontal eye electrical activity (HEOG) was recorded using two electrodes located 1.5 cm outside the two eyes. When collecting data, the signal resistivity is less than 10 kiloohms, the sampling rate is 500 Hz, and the filtering frequency is 0.05-100Hz. The physical reference electrode is located between CZ and CPZ. EEG data on automatic processing of face aspect ratio 
description: EEG recording uses an EEG system produced by Neuroscan Company in the United States. The subjects wore a 64 lead EEG cap and recorded vertical eye electrical activity (VEOG) using two electrodes located above and below the left orbital forehead, while horizontal eye electrical activity (HEOG) was recorded using two electrodes located 1.5 cm outside the two eyes. When collecting data, the signal resistivity is less than 10 kiloohms, the sampling rate is 500 Hz, and the filtering frequency is 0.05-100Hz. The physical reference electrode is located between CZ and CPZ. EEG data on automatic processing of face aspect ratio
DOI: 10.57760/sciencedb.07854
title: Effect of nitrogen application rate on grain quality, wine quality and volatile flavor compounds of waxy and no-waxy wheat
title: 施氮量对糯和非糯小麦原粮品质、酿酒品质及挥发性风味物质的影响

description: This data set provides three sets of duplicate data on wheat raw grain quality, brewing quality, and volatile flavor compounds under six nitrogen application rates (0, 45, 90, 135, 180, and 225 kg hm ⏴ 2) using Mianmai 902 (non waxy) and Zhongke Zinuomi 168 (waxy) in Dayi County, Chengdu City, Sichuan Province, for two consecutive years in 2019 and 2020. 
description: This data set provides three sets of duplicate data on wheat raw grain quality, brewing quality, and volatile flavor compounds under six nitrogen application rates (0, 45, 90, 135, 180, and 225 kg hm ⏴ 2) using Mianmai 902 (non waxy) and Zhongke Zinuomi 168 (waxy) in Dayi County, Chengdu City, Sichuan Province, for two consecutive years in 2019 and 2020.
DOI: 10.15468/dl.trbz4z
title: Occurrence Download

description: A dataset containing 1227997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1227997 records from 582 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000647-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07856
title: donkey astrovirus DAstV-1
title: donkey astrovirus DAstV-1

description: we collected intestinal samples from six deceased donkey foals, stored them at -80 ℃, and subsequently transported them to our laboratory for pathogen detection with virome. The samples were homogenized with steel beads and total RNA was extracted using an Omega viral DNA/RNA kit (Omega, USA). Next, a mixture of six nucleic acid samples was tested using nextgeneration sequencing. A sequencing library was constructed using the NEBNext Ultra II Directional RNA Library Prep Kit (NEB, USA). The library was sequenced on an Illumina Novaseq 6000 (PE150) sequencing platform (San Diego, CA, USA).
description: we collected intestinal samples from six deceased donkey foals, stored them at -80 ℃, and subsequently transported them to our laboratory for pathogen detection with virome. The samples were homogenized with steel beads and total RNA was extracted using an Omega viral DNA/RNA kit (Omega, USA). Next, a mixture of six nucleic acid samples was tested using nextgeneration sequencing. A sequencing library was constructed using the NEBNext Ultra II Directional RNA Library Prep Kit (NEB, USA). The library was sequenced on an Illumina Novaseq 6000 (PE150) sequencing platform (San Diego, CA, USA).
DOI: 10.57760/sciencedb.07858
title: Ancestral alleles of Sus scrofa validated by re-sequenced genomes of Suidae
title: 猪科动物基因组重测序数据校正欧亚野猪（Sus scrofa）祖先型等位基因

description: Based on publicly published re-sequenced genomes from other species of Suidae with them as outgroups, we polarized the ancestral sequences of Eurasian wild boar (Sus scrofa) species including domestic pigs and wild boars (with the Sscrofa11.1 as a reference sequence) to verify the ancestral status of each possition via maximum parsimony. 
description: Based on publicly published re-sequenced genomes from other species of Suidae with them as outgroups, we polarized the ancestral sequences of Eurasian wild boar (Sus scrofa) species including domestic pigs and wild boars (with the Sscrofa11.1 as a reference sequence) to verify the ancestral status of each possition via maximum parsimony.
DOI: 10.57760/sciencedb.space.00610
title: Summary information and presentation data for the nonlinear force-free field dataset in the solar active region
title: 太阳活动区非线性无力场数据集摘要信息及演示数据

description: Summary information and demonstration data of the 3D magnetic field dataset of the solar active region from 2010 to 2019. The dataset is constructed based on the non-linear forceless field extrapolation method, using the SHARPs data from HMI as the extrapolated raw data. 
description: Summary information and demonstration data of the 3D magnetic field dataset of the solar active region from 2010 to 2019. The dataset is constructed based on the non-linear forceless field extrapolation method, using the SHARPs data from HMI as the extrapolated raw data.
DOI: 10.57760/sciencedb.j00186.00063
title: Hformer: Highly-efficient Vision Transformer for Low-Dose CT Denoising
title: Hformer: Highly-efficient Vision Transformer for Low-Dose CT Denoising

description: 在本文中，我们提出了Hformer，一种用于低剂量CT（LDCT）去噪的新型监督学习模型。Hformer 结合了用于局部特征提取的卷积神经网络 （CNN） 和用于全局特征捕获的 Transformer 模型的优势。Hformer 的性能基于 AAPM-Mayo Clinic 低剂量 CT 大挑战数据集进行验证和评估。与之前在不同架构下设计的具有代表性的先进（SOTA）模型相比，Hformer 在不需要大量学习参数的情况下实现了最优指标，指标分别为 33.4405 PSNR、8.6956 RMSE 和 0.9163 SSIM。实验表明，Hformer 是一种用于噪声抑制、结构保存和病变检测的 SOTA 模型。
description: 在本文中，我们提出了Hformer，一种用于低剂量CT（LDCT）去噪的新型监督学习模型。Hformer 结合了用于局部特征提取的卷积神经网络 （CNN） 和用于全局特征捕获的 Transformer 模型的优势。Hformer 的性能基于 AAPM-Mayo Clinic 低剂量 CT 大挑战数据集进行验证和评估。与之前在不同架构下设计的具有代表性的先进（SOTA）模型相比，Hformer 在不需要大量学习参数的情况下实现了最优指标，指标分别为 33.4405 PSNR、8.6956 RMSE 和 0.9163 SSIM。实验表明，Hformer 是一种用于噪声抑制、结构保存和病变检测的 SOTA 模型。
DOI: 10.57760/sciencedb.j00186.00064
title: Beam multi-track locating algorithm
title: Beam multi-track locating algorithm

description: An on-line fast multi-track locating algorithm for high resolution single event effect test platform.
description: An on-line fast multi-track locating algorithm for high resolution single event effect test platform.
DOI: 10.57760/sciencedb.space.00611
title: Data for the manuscript"Helicity-dependent optical modulation of polaron spin current in organic semiconductors"
title: Data for the manuscript"Helicity-dependent optical modulation of polaron spin current in organic semiconductors"

description: This dataset includes the code, results data, figures of the manuscript "Helicity-dependent optical modulation of polaron spin current in organic semiconductors". In this manuscript, we simulated the interaction between the circularly polarized light and the polaron spin current in organic semiconductors. We propse that the spin polarization of the current can be all-optically manipulated by the circularly polarized light. The work was conducted by the time-dependent Hartree-Fock method, which has been enclosed as Fortran codes in this database.
description: This dataset includes the code, results data, figures of the manuscript "Helicity-dependent optical modulation of polaron spin current in organic semiconductors". In this manuscript, we simulated the interaction between the circularly polarized light and the polaron spin current in organic semiconductors. We propse that the spin polarization of the current can be all-optically manipulated by the circularly polarized light. The work was conducted by the time-dependent Hartree-Fock method, which has been enclosed as Fortran codes in this database.
DOI: 10.57760/sciencedb.07865
title: Uncarialines A-E, new alkaloids from Uncaria rhynchophylla and their anticoagulant activity
title: Uncarialines A-E, new alkaloids from Uncaria rhynchophylla and their anticoagulant activity

description: Uncarialines A-E (1-5), five undescribed monoterpene indole alkaloids, together with five known analogues were obtained from the stems of Uncaria rhynchophylla. Alkaloids 1-3 were unique 3,4-seco-tricyclic alkaloids with a 6/5/10 ring system, while 4 and 5 possessed a rare rearranged scaffold originated from corynantheine-type alkaloids with C-2/C-7 oxidation. Their structures were characterized by a comprehensive analysis of MS, NMR, and ECD. Their effects on blood clotting times of human plasma were evaluated and alkaloid 5 had a slight prolongation effect on both thrombin time and activated partial thromboplastin time (p &lt; 0.001).
description: Uncarialines A-E (1-5), five undescribed monoterpene indole alkaloids, together with five known analogues were obtained from the stems of Uncaria rhynchophylla. Alkaloids 1-3 were unique 3,4-seco-tricyclic alkaloids with a 6/5/10 ring system, while 4 and 5 possessed a rare rearranged scaffold originated from corynantheine-type alkaloids with C-2/C-7 oxidation. Their structures were characterized by a comprehensive analysis of MS, NMR, and ECD. Their effects on blood clotting times of human plasma were evaluated and alkaloid 5 had a slight prolongation effect on both thrombin time and activated partial thromboplastin time (p &lt; 0.001).
DOI: 10.57760/sciencedb.07867
title: Data for duration perception
title: Data for duration perception

description: The result of work in experiment 1 and 2
description: The result of work in experiment 1 and 2
DOI: 10.57760/sciencedb.07868
title: Strategy maintenance in smart healthcare systems
title: Strategy maintenance in smart healthcare systems

description: DFO, a knowledge base (ontologies and SWRL rules) we used for the evaluation of TAnom-HS, an approach that ensures resolving anomalies that can affect a healthcare strategy.
description: DFO, a knowledge base (ontologies and SWRL rules) we used for the evaluation of TAnom-HS, an approach that ensures resolving anomalies that can affect a healthcare strategy.
DOI: 10.57760/sciencedb.07869
title: Distance Perception in Direct Vision and Indirect Vision(CMS and RM)
title: Distance Perception in Direct Vision and Indirect Vision(CMS and RM)

description: This dataset is about the two experiments which investigated the distance perception with Direct Vision and Indirect Vision(CMS and RM). Distance(M)id: the number of 21 participants (Finally,16 was not analysed, because of extreme reaction ) view_mode: R = Rearview Mirror,S = CMS,D = Direct Visionmethod: V:verbal report M: Visual Matching (V:experiment1 M: experiment2)distance: Physical Distance(m) 5m,15m,25mdistanceValue: Estimated Distance(m)bias: （distanceValue-distance）/distanceorder1&order2: Block order& Condition orderVar: Condition(Method + view_mode + distance)v：distanceValue/distanceLN：LN(v)AD: |bias|Error: LN(AD+1)
description: This dataset is about the two experiments which investigated the distance perception with Direct Vision and Indirect Vision(CMS and RM). Distance(M)id: the number of 21 participants (Finally,16 was not analysed, because of extreme reaction ) view_mode: R = Rearview Mirror,S = CMS,D = Direct Visionmethod: V:verbal report M: Visual Matching (V:experiment1 M: experiment2)distance: Physical Distance(m) 5m,15m,25mdistanceValue: Estimated Distance(m)bias: （distanceValue-distance）/distanceorder1&order2: Block order& Condition orderVar: Condition(Method + view_mode + distance)v：distanceValue/distanceLN：LN(v)AD: |bias|Error: LN(AD+1)
DOI: 10.57760/sciencedb.space.00612
title: Neutron-Gamma Multi-Class Waveform Data
title: 中子伽马多种类波形数据

description: The data includes waveform data actually detected by neutrons and gamma rays, covering training and test data of rising edge, falling edge, and full waveform 
description: The data includes waveform data actually detected by neutrons and gamma rays, covering training and test data of rising edge, falling edge, and full waveform
DOI: 10.57760/sciencedb.07870
title: data of the experiment
title: data of the experiment

description: experiment data for final exam
description: experiment data for final exam
DOI: 10.57760/sciencedb.07876
title: Cybervictimization
title: Cybervictimization

description: Nowadays, cybervictimization is a significant challenge and concern. This study aimed to explore the predictors of an aggregate measure of cybervictimization, which comprises property (online consumer fraud, online identity theft), interpersonal (cyberbullying and cyberstalking), as well as phishing and malware discovery cybervictimizations. An online survey was self-administered to 726 individuals, measuring sociodemographic variables and routine activity variables, stemming from Routine Activities Theory (RAT). Of the 726 individuals, 440 were already victims of at least one cybercrime. Moreover, the results suggest that RAT is important in explaining cybercrime since communicating or giving personal information to unknown individuals doubled the likelihood of being victimized online. Finally, while education increased the likelihood of victimization, higher income was associated with a lower likelihood of online victimization. These results are discussed in line with RAT’s approach and empirical studies that have applied it to explain online victimization.
description: Nowadays, cybervictimization is a significant challenge and concern. This study aimed to explore the predictors of an aggregate measure of cybervictimization, which comprises property (online consumer fraud, online identity theft), interpersonal (cyberbullying and cyberstalking), as well as phishing and malware discovery cybervictimizations. An online survey was self-administered to 726 individuals, measuring sociodemographic variables and routine activity variables, stemming from Routine Activities Theory (RAT). Of the 726 individuals, 440 were already victims of at least one cybercrime. Moreover, the results suggest that RAT is important in explaining cybercrime since communicating or giving personal information to unknown individuals doubled the likelihood of being victimized online. Finally, while education increased the likelihood of victimization, higher income was associated with a lower likelihood of online victimization. These results are discussed in line with RAT’s approach and empirical studies that have applied it to explain online victimization.
DOI: 10.57760/sciencedb.07877
title: Epidemiological, clinical and cognitive data
title: Epidemiological, clinical and cognitive data

description: Dataset wit epidemiological, clinical and cognitive data used in research "Inverse association between hippocampal choline and verbal memory performance in early multiple sclerosis" publication.  
description: Dataset wit epidemiological, clinical and cognitive data used in research "Inverse association between hippocampal choline and verbal memory performance in early multiple sclerosis" publication.
DOI: 10.57760/sciencedb.space.00617
title: Longitudinal Structures of Zonal Wind in the Thermosphere by the ICON/MIGHTI and the Main Wave Sources
title: Longitudinal Structures of Zonal Wind in the Thermosphere by the ICON/MIGHTI and the Main Wave Sources

description: In this study, the neutral wind observations from the Michelson Interferometer for Global High-resolution Thermospheric Imaging (MIGHTI) instrument onboard Ionospheric CONnections (ICON) are used to investigate the longitudinal structure of zonal wind between 100 and 300 km during daytime. The longitudinal wavenumber 1-4 patterns (WN1-WN4) are extracted, and the altitude-month distributions of WN1-WN4 and their contributions to the longitudinal structure are compared. And the main wave sources of WN1-WN4 are further investigated in the 100-106 km and 210-300 km altitude regions.
description: In this study, the neutral wind observations from the Michelson Interferometer for Global High-resolution Thermospheric Imaging (MIGHTI) instrument onboard Ionospheric CONnections (ICON) are used to investigate the longitudinal structure of zonal wind between 100 and 300 km during daytime. The longitudinal wavenumber 1-4 patterns (WN1-WN4) are extracted, and the altitude-month distributions of WN1-WN4 and their contributions to the longitudinal structure are compared. And the main wave sources of WN1-WN4 are further investigated in the 100-106 km and 210-300 km altitude regions.
DOI: 10.57760/sciencedb.j00186.00065
title: Experimental images of simulated X-ray absorption imaging and phase contrast imaging of lung and soft tissue
title: Experimental images of simulated X-ray absorption imaging and phase contrast imaging of lung and soft tissue

description: 该数据用于重建物体的吸收图像和相衬图像。吸收图像基于常规X射线成像方法，相衬图像基于EI成像方法，其中由于掩模的作用，没有样品的背景图像被去除为相衬图像.该数据用于重建物体的吸收图像和相衬图像，该图像基于常规X射线成像方法，相衬图像基于EI成像方法，其中由于光栅带来的影响，在执行相衬图像时去除了没有样品的背景图像该数据用于重建物体的吸收图像和相衬图像，该图像基于常规X射线成像方法，相衬图像基于EI成像方法，其中由于光栅带来的影响，在执行相衬图像时去除了没有样品的背景图像
description: 该数据用于重建物体的吸收图像和相衬图像。吸收图像基于常规X射线成像方法，相衬图像基于EI成像方法，其中由于掩模的作用，没有样品的背景图像被去除为相衬图像.该数据用于重建物体的吸收图像和相衬图像，该图像基于常规X射线成像方法，相衬图像基于EI成像方法，其中由于光栅带来的影响，在执行相衬图像时去除了没有样品的背景图像该数据用于重建物体的吸收图像和相衬图像，该图像基于常规X射线成像方法，相衬图像基于EI成像方法，其中由于光栅带来的影响，在执行相衬图像时去除了没有样品的背景图像