cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.15563
title: M2CST-Mongo：Mongolian-Chinese speech translation data set for the news field
title: M2CST-Mongo：面向新闻领域的蒙汉语音翻译数据集

description: This data set is oriented to the news field, including politics, economy, culture and other topics. It has a total duration of 106.5 hours, comes from 258 speakers, contains 47,935 audio samples, and the text includes Mongolian and Chinese. The size is 19.6 MB. The data set fully takes into account the balance of letters to ensure the usability of the data.
description: This data set is oriented to the news field, including politics, economy, culture and other topics. It has a total duration of 106.5 hours, comes from 258 speakers, contains 47,935 audio samples, and the text includes Mongolian and Chinese. The size is 19.6 MB. The data set fully takes into account the balance of letters to ensure the usability of the data.
DOI: 10.57760/sciencedb.16868
title: The representation of abstract goals in working memory is supported by task-congruent neural geometry. PLOS Biology. Zhang & Yu, 2024
title: The representation of abstract goals in working memory is supported by task-congruent neural geometry. PLOS Biology. Zhang & Yu, 2024

description: EEG folder contains preprocessed .fif files from 22 participants. They were processed and cleaned epoch data using the MNE package and can be read into workspace using it too. The behavoiral performance and trial information associated with the EEG experiment are stored as csv files under the save directory.FMRI folder contains trial-wise beta maps from 21 participants. These maps were fitted for both delay periods separately. Note that they were all standardized towards MNI152 template and the subcortex is masked off. Behavioural csv files included too.
description: EEG folder contains preprocessed .fif files from 22 participants. They were processed and cleaned epoch data using the MNE package and can be read into workspace using it too. The behavoiral performance and trial information associated with the EEG experiment are stored as csv files under the save directory.FMRI folder contains trial-wise beta maps from 21 participants. These maps were fitted for both delay periods separately. Note that they were all standardized towards MNI152 template and the subcortex is masked off. Behavioural csv files included too.
DOI: 10.57760/sciencedb.16873
title: Sustainable method to prepare nanocellulose by using deep eutectic solvents with enhanced stability and strcuctural uniformity
title: Sustainable method to prepare nanocellulose by using deep eutectic solvents with enhanced stability and strcuctural uniformity

description: In this study, an attempt was made to prepare nanocellulose between three feedstocks with different particle sizes and four different acidities of DES and to find the pairing that would ensure high yield, good particle size distribution, stability, structural uniformity and low energy consumption for the preparation of nanocellulose. The effect of DES acidity and feedstock size on the prepared nanocellulose was also derived. The results showed that the greater the acidity of carboxylic acid DES, the smaller the effect of this scale change on the yield, and the higher the yield of nanocellulose, the smaller the particle size, the more uniform the particle size distribution, and the higher the crystallinity. The nanocellulose after this treatment also had carboxylation effects and different esterification due to the acidity differences of deep eutectic solvent and the structural differences of raw materials. The nanocellulose obtained after these treatments has higher thermal decomposition response.
description: In this study, an attempt was made to prepare nanocellulose between three feedstocks with different particle sizes and four different acidities of DES and to find the pairing that would ensure high yield, good particle size distribution, stability, structural uniformity and low energy consumption for the preparation of nanocellulose. The effect of DES acidity and feedstock size on the prepared nanocellulose was also derived. The results showed that the greater the acidity of carboxylic acid DES, the smaller the effect of this scale change on the yield, and the higher the yield of nanocellulose, the smaller the particle size, the more uniform the particle size distribution, and the higher the crystallinity. The nanocellulose after this treatment also had carboxylation effects and different esterification due to the acidity differences of deep eutectic solvent and the structural differences of raw materials. The nanocellulose obtained after these treatments has higher thermal decomposition response.
DOI: 10.57760/sciencedb.09174
title: Orientation dependence of residual current in graphene by few-cycle linearly polarized light
title: Orientation dependence of residual current in graphene by few-cycle linearly polarized light

description: The orientation dependence of residual current in graphene is investigated using linearly polarized light. We find that the measured residual currents have unexplored oscillation-like small modulation in addition to the main modulation. In order to clarify the origin of this small modulation, the residual current is decomposed into two components, parallel and perpendicular to the laser polarization direction. The parallel current component’s variation with orientation is influenced by the transition dipole moment, however, that of the perpendicular current component is dominated by the group velocity in the perpendicular direction, which is the main origin of small modulation. These results demonstrate a strong link between graphene band structure and residual current, which is expected to provide some insights into the development of petahertz light-field information technology.
description: The orientation dependence of residual current in graphene is investigated using linearly polarized light. We find that the measured residual currents have unexplored oscillation-like small modulation in addition to the main modulation. In order to clarify the origin of this small modulation, the residual current is decomposed into two components, parallel and perpendicular to the laser polarization direction. The parallel current component’s variation with orientation is influenced by the transition dipole moment, however, that of the perpendicular current component is dominated by the group velocity in the perpendicular direction, which is the main origin of small modulation. These results demonstrate a strong link between graphene band structure and residual current, which is expected to provide some insights into the development of petahertz light-field information technology.
DOI: 10.57760/sciencedb.j00001.01084
title: A dataset of Chinese-Mongolian-Tibetan-Uyghur for multi-document summarization
title: 面向多文档摘要的中-蒙-藏-维文数据集

description: This dataset comprises multi-document summaries in Chinese, Mongolian, Tibetan, and Uyghur, with high alignment between data in each language. Each language includes 1044 clusters of news articles for each language, totaling 6234 news articles. Each article is stored in a TXT file, with the name of the news event and the corresponding cluster summary saved in an XLSX spreadsheet. The multi-document summary data for each language are stored in their respective compressed files.
description: This dataset comprises multi-document summaries in Chinese, Mongolian, Tibetan, and Uyghur, with high alignment between data in each language. Each language includes 1044 clusters of news articles for each language, totaling 6234 news articles. Each article is stored in a TXT file, with the name of the news event and the corresponding cluster summary saved in an XLSX spreadsheet. The multi-document summary data for each language are stored in their respective compressed files.
DOI: 10.15468/dl.bbyxfq
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanilla odorata C.Presl",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 119 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001399-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.12131
title: Effect of Proanthocyanidins on Cognitive Improvement in Thyroxin-Induced Aging Mice
title: Effect of Proanthocyanidins on Cognitive Improvement in Thyroxin-Induced Aging Mice

description: Date for Effect of Proanthocyanidins on Cognitive Improvement in Thyroxin-Induced Aging Mice
description: Date for Effect of Proanthocyanidins on Cognitive Improvement in Thyroxin-Induced Aging Mice
DOI: 10.57760/sciencedb.09056
title: Science Bata Bank data community construction information collection table
title: 科学数据银行数据社区建设信息采集表

description: This dataset includes two types of information collection tables required for the construction of Science Data Bank data communities, including journal and institutional community types. This version has updated the information collection table for institutional types. 
description: This dataset includes two types of information collection tables required for the construction of Science Data Bank data communities, including journal and institutional community types. This version has updated the information collection table for institutional types.
DOI: 10.57760/sciencedb.14306
title: periphytic algae
title: periphytic algae

description: Seasonal variation in the β-diversity of periphytic algae and its response to landscape patterns in the Chishui River, a naturally flowing tributary of the upper Yangtze River
description: Seasonal variation in the β-diversity of periphytic algae and its response to landscape patterns in the Chishui River, a naturally flowing tributary of the upper Yangtze River
DOI: 10.57760/sciencedb.17809
title: Relationship between secondary metabolites and ecological suitability zones for Eucommia Ulmoides
title: Relationship between secondary metabolites and ecological suitability zones for Eucommia Ulmoides

description: Bark samples from 10-year-old EU trees were collected in 21 counties and districts in central China with a long history of EU production during mid to late June 2020. Three healthy EU trees were selected at each site and the bark was harvested using a ring-barking method at a height of 1.5 m above the ground. 
description: Bark samples from 10-year-old EU trees were collected in 21 counties and districts in central China with a long history of EU production during mid to late June 2020. Three healthy EU trees were selected at each site and the bark was harvested using a ring-barking method at a height of 1.5 m above the ground.
DOI: 10.57760/sciencedb.11364
title: Neuronal Mechanisms of Nociceptive-evoked Gamma-band Oscillations in Rodents
title: Neuronal Mechanisms of Nociceptive-evoked Gamma-band Oscillations in Rodents

description: Data for generating figures of the manuscript. The data contains the EEG data for humans, electrophysiological data for rats and calcium imaging data for mice.
description: Data for generating figures of the manuscript. The data contains the EEG data for humans, electrophysiological data for rats and calcium imaging data for mice.
DOI: 10.57760/sciencedb.15777
title: SuperDARN Map Data for 10 and 11 May 2024 Super Geomagnetic Storm
title: SuperDARN Map Data for 10 and 11 May 2024 Super Geomagnetic Storm

description: This data includes the SuperDARN map data for noerthern hemisphere for 10 and 11 May 2024 super geomagnetic storm, detailed format description abou this kind of data can be find at: Map Format - RST Documentation
description: This data includes the SuperDARN map data for noerthern hemisphere for 10 and 11 May 2024 super geomagnetic storm, detailed format description abou this kind of data can be find at: Map Format - RST Documentation
DOI: 10.57760/sciencedb.13920
title: Dataset of the comprehensive description and methodological validation for an in-depth targeted metabolomics platform developed by Yin Lab
title: Dataset of the comprehensive description and methodological validation for an in-depth targeted metabolomics platform developed by Yin Lab

description: In the dataset, we descibed the detail information for our newly proposed in-depth target-based metabolome platform through an integration of six distinct conditions, including a normal phase, a pre-column chemical derivatization and four reversed phase separation methods for the quantification of small molecules (32 sub-classes) in serum. Quantification of each metabolite was achieved after normalization using isotope-labeled internal standards. In addition, the methodological validation results were presented in the dataset as well.
description: In the dataset, we descibed the detail information for our newly proposed in-depth target-based metabolome platform through an integration of six distinct conditions, including a normal phase, a pre-column chemical derivatization and four reversed phase separation methods for the quantification of small molecules (32 sub-classes) in serum. Quantification of each metabolite was achieved after normalization using isotope-labeled internal standards. In addition, the methodological validation results were presented in the dataset as well.
DOI: 10.15468/dl.wgmbu7
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Batrachoseps altasierrae Jockusch, Martínez-Solano, Hansen & Wake, 2012)"
 ]
}

 The dataset includes 220 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001400-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.agriculture.00013
title: Chromosome-scale haploid genome sequence and annotation dataset of the durian cultivar 'Kan Yao'
title: Chromosome-scale haploid genome sequence and annotation dataset of the durian cultivar 'Kan Yao'

description: This dataset includes the sequence files and gene annotation files for two haplotype genomes of the durian cultivar 'Kan Yao', assembled using HiFi, ONT, Hi-C, and second-generation sequencing data. The core software used for genome assembly includes Hifiasm (0.19.5), 3D-DNA (190716), and AssemblyMapper (1.0.3). Gene structure annotation employed three distinct strategies: de novo annotation, homology-based annotation, and transcriptome-based annotation. For de novo annotation, Braker software was used to construct models based on Arabidopsis protein sequences (arabidopsis_pep_20101214.fa) and all merged Illumina transcriptome data to predict gene structures. Homology-based annotation was conducted using GenomeThreader software, referencing the protein annotation file of the Durian genome (GCF_002303985.1_Duzib1.0_protein.faa). Transcriptome-based annotation was performed using PASA software, utilizing all merged Iso-Seq transcriptome sequencing data. Subsequently, the annotation files from these strategies were merged using EVM software and updated with PASA software to incorporate UTR and alternative splicing information, resulting in the final annotation file. Non-coding gene annotation was performed using Infernal software.
description: This dataset includes the sequence files and gene annotation files for two haplotype genomes of the durian cultivar 'Kan Yao', assembled using HiFi, ONT, Hi-C, and second-generation sequencing data. The core software used for genome assembly includes Hifiasm (0.19.5), 3D-DNA (190716), and AssemblyMapper (1.0.3). Gene structure annotation employed three distinct strategies: de novo annotation, homology-based annotation, and transcriptome-based annotation. For de novo annotation, Braker software was used to construct models based on Arabidopsis protein sequences (arabidopsis_pep_20101214.fa) and all merged Illumina transcriptome data to predict gene structures. Homology-based annotation was conducted using GenomeThreader software, referencing the protein annotation file of the Durian genome (GCF_002303985.1_Duzib1.0_protein.faa). Transcriptome-based annotation was performed using PASA software, utilizing all merged Iso-Seq transcriptome sequencing data. Subsequently, the annotation files from these strategies were merged using EVM software and updated with PASA software to incorporate UTR and alternative splicing information, resulting in the final annotation file. Non-coding gene annotation was performed using Infernal software.
DOI: 10.57760/sciencedb.10757
title: 16s RNA sequencing dataset of stool samples from 19 patients infected with acute gastroenteritis virus
title: 16s RNA sequencing dataset of stool samples from 19 patients infected with acute gastroenteritis virus

description: The fecal samples of patients with acute gastroenteritis virus infection were selected for 16S RNA sequencing. The data were uploaded in the form of OTU, and the chloroplasts, granules, unclassified (Archaea or bacteria were selected) and other related documents were filtered.
description: The fecal samples of patients with acute gastroenteritis virus infection were selected for 16S RNA sequencing. The data were uploaded in the form of OTU, and the chloroplasts, granules, unclassified (Archaea or bacteria were selected) and other related documents were filtered.
DOI: 10.57760/sciencedb.15422
title: A dataset of 30 m/10-day spatio-temporal continuous leaf chlorophyll content of MuSyQ GF-series (2022, China)
title: MuSyQ高分30米空间分辨率10天合成时空连续叶片叶绿素含量产品（2022年中国区域）

description: The leaf chlorophyll content (LCC) reflects the information of solar radiation necessary for vegetation photosynthesis, making it an important parameter for monitoring ecosystem physiology and ecology. High-precision, spatiotemporally continuous LCC products are foundational for accurate carbon cycle modeling on global and regional scales. Currently, international global LCC products have spatial resolutions at the hectometer level, which are insufficient to meet the growing demand for fine-scale detection. The existing MuSyQ LCC (v01) product offers a spatial resolution of 30 meters; however, its values are affected by clouds and rainfall, resulting in spatiotemporal discontinuities that limit its effective use in high-resolution applications. This study uses the Sentinel-2 MSI data, based on the chlorophyll-sensitive index (CSI) and the Harmonic Analysis of Time Series (HANTS) method, to produce a standardized, spatiotemporally continuous LCC product for China at 30 m/10-day resolution in 2022 as part of the MuSyQ high-resolution series. This product effectively addresses the spatiotemporal discontinuity issues in the MuSyQ LCC (v01) product and will play a crucial role in vegetation dynamics analysis, agricultural management, and other fields.
description: The leaf chlorophyll content (LCC) reflects the information of solar radiation necessary for vegetation photosynthesis, making it an important parameter for monitoring ecosystem physiology and ecology. High-precision, spatiotemporally continuous LCC products are foundational for accurate carbon cycle modeling on global and regional scales. Currently, international global LCC products have spatial resolutions at the hectometer level, which are insufficient to meet the growing demand for fine-scale detection. The existing MuSyQ LCC (v01) product offers a spatial resolution of 30 meters; however, its values are affected by clouds and rainfall, resulting in spatiotemporal discontinuities that limit its effective use in high-resolution applications. This study uses the Sentinel-2 MSI data, based on the chlorophyll-sensitive index (CSI) and the Harmonic Analysis of Time Series (HANTS) method, to produce a standardized, spatiotemporally continuous LCC product for China at 30 m/10-day resolution in 2022 as part of the MuSyQ high-resolution series. This product effectively addresses the spatiotemporal discontinuity issues in the MuSyQ LCC (v01) product and will play a crucial role in vegetation dynamics analysis, agricultural management, and other fields.
DOI: 10.57760/sciencedb.16897
title: 16S rRNA data
title: 16S rRNA data

description: Analysis of gut microbiota consistency between in vitro and in vivo experiments.
description: Analysis of gut microbiota consistency between in vitro and in vivo experiments.
DOI: 10.57760/sciencedb.13331
title: The raw 13C metabolic flux data of 13C-PLA-MPs in the mouse
title: The raw 13C metabolic flux data of 13C-PLA-MPs in the mouse

description: This dataset contains three parts of 13C-metabolic flux data from gut microbiota, gut contents supernatants, and intestinal epithelium of mice exposed to 13C-PLA-MPs.
description: This dataset contains three parts of 13C-metabolic flux data from gut microbiota, gut contents supernatants, and intestinal epithelium of mice exposed to 13C-PLA-MPs.
DOI: 10.57760/sciencedb.13333
title: Metagenomic data of mouse gut microbiota
title: Metagenomic data of mouse gut microbiota

description: Raw metagenomic data of gut microbiota from mice exposed to PLA-MPs
description: Raw metagenomic data of gut microbiota from mice exposed to PLA-MPs
DOI: 10.57760/sciencedb.13332
title: Proteome data
title: Proteome data

description: The protein corona of PLA-MPs on day 3, day 12 and day 21 were collected for proteomic analysis
description: The protein corona of PLA-MPs on day 3, day 12 and day 21 were collected for proteomic analysis
DOI: 10.57760/sciencedb.16127
title: CCPD-Maize: A twenty-year dataset of maize phenology with high spatial resolution in China
title: CCPD-Maize: A twenty-year dataset of maize phenology with high spatial resolution in China

description: The dataset is a long-term, high-resolution maize phenology map for China (China Crop Phenology Dataset–Maize, CCPD-Maize), which contains the phenology maps of maize in 22 provinces of China from 2001 to 2020. The file format is GeoTIFF and the spatial reference is WGS84 (EPSG:4326). The resolution of the phenology maps is 30 m.  We based on a long-term high spatiotemporal resolution fusion dataset of Normalized Difference Vegetation Index (InENVI NDVI dataset) and an annually updated maize distribution dataset (CCD-Maize dataset), used the relative threshold method to identify the maize phenology. Here, the start of the growing season (SOS), the end of the growing season (EOS), the length of the growing season (LOS), the length of the vegetative growth stage (VGS), and the length of the reproductive growth stage (RGS) of maize were generated. The validation of the satellite-based SOS and EOS with the observed maize emergence and maturity dates from agro-meteorological stations showed good accuracy, with R2 of 0.964 and 0.823, respectively.
description: The dataset is a long-term, high-resolution maize phenology map for China (China Crop Phenology Dataset–Maize, CCPD-Maize), which contains the phenology maps of maize in 22 provinces of China from 2001 to 2020. The file format is GeoTIFF and the spatial reference is WGS84 (EPSG:4326). The resolution of the phenology maps is 30 m.  We based on a long-term high spatiotemporal resolution fusion dataset of Normalized Difference Vegetation Index (InENVI NDVI dataset) and an annually updated maize distribution dataset (CCD-Maize dataset), used the relative threshold method to identify the maize phenology. Here, the start of the growing season (SOS), the end of the growing season (EOS), the length of the growing season (LOS), the length of the vegetative growth stage (VGS), and the length of the reproductive growth stage (RGS) of maize were generated. The validation of the satellite-based SOS and EOS with the observed maize emergence and maturity dates from agro-meteorological stations showed good accuracy, with R2 of 0.964 and 0.823, respectively.