cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.01924
title: Raw_RNAseq_Count-table
title: Raw_RNAseq_Count-table

description: Count table for RNAseq data
description: Count table for RNAseq data
DOI: 10.57760/sciencedb.01925
title: Dataset for trading information of Japan Electric Power Exchange (JEPX) and electricity production in Japan
title: Dataset for trading information of Japan Electric Power Exchange (JEPX) and electricity production in Japan

description: Spot Market Data:The spot price data of nine regions in Japan were obtained from the homepage of the JEPX. The dataset includes (i) transaction volume (100 GWh) and (ii) spot prices (Yen/kWh) in each area. Hourly price data were calculated as the hourly spot price by the mean of each two-time interval value in 1 hour, according to the 48 products traded in each 30-minute time interval within a day.Power Generation Data:The energy generation data in the electricity sector were acquired from nine traditional electric power companies (Hokkaido EPCO, Tohoku EPCO, Tokyo EPCO, Chubu EPCO, Hokuriku EPCO, Kansai EPCO, Chugoku EPCO, Shikoku EPCO, and Kyushu EPCO).The dataset contains various electricity power sources, such as nuclear, thermal, inflow-type hydroelectric, geothermal, biomass, solar, wind, pump-storage-type hydroelectric power, and regional power transmission by cross-regional interconnected lines. All the generation data were organized as hour-level data for each day.Utilization and Forecast Data:The utilization rate of the respective power generation facilities and the electricity demand forecast datasets were obtained from the Organization for Cross-regional Coordination of Transmission Operator, Japan.
description: Spot Market Data:The spot price data of nine regions in Japan were obtained from the homepage of the JEPX. The dataset includes (i) transaction volume (100 GWh) and (ii) spot prices (Yen/kWh) in each area. Hourly price data were calculated as the hourly spot price by the mean of each two-time interval value in 1 hour, according to the 48 products traded in each 30-minute time interval within a day.Power Generation Data:The energy generation data in the electricity sector were acquired from nine traditional electric power companies (Hokkaido EPCO, Tohoku EPCO, Tokyo EPCO, Chubu EPCO, Hokuriku EPCO, Kansai EPCO, Chugoku EPCO, Shikoku EPCO, and Kyushu EPCO).The dataset contains various electricity power sources, such as nuclear, thermal, inflow-type hydroelectric, geothermal, biomass, solar, wind, pump-storage-type hydroelectric power, and regional power transmission by cross-regional interconnected lines. All the generation data were organized as hour-level data for each day.Utilization and Forecast Data:The utilization rate of the respective power generation facilities and the electricity demand forecast datasets were obtained from the Organization for Cross-regional Coordination of Transmission Operator, Japan.
DOI: 10.57760/sciencedb.o00009.00053
title: Engineering parameters of some subsystems on "Taiji-1" in 2020
title: “太极一号”卫星2020年部分分系统工程参数

description: This data set is the engineering data of class 1C products of "taiji-1" satellite in 2020, including the engineering parameters of power supply subsystem, data transmission subsystem, measurement and control and attitude control subsystem, satellite service subsystem and thermal control subsystem. The data sampling frequency is 1 second. 
description: This data set is the engineering data of class 1C products of "taiji-1" satellite in 2020, including the engineering parameters of power supply subsystem, data transmission subsystem, measurement and control and attitude control subsystem, satellite service subsystem and thermal control subsystem. The data sampling frequency is 1 second.
DOI: 10.57760/sciencedb.01929
title: Unique Nonlinear Optical Mechanism induced by Monovalent Gallium and Indium Cations in Heptachlorodigallate AGa2Cl7 (A = Ga+, In+)
title: 在AGa2Cl7(A=Ga+,In+)由镓和铟阳离子引起的独特非线性光学机理

description: Nonlinear optical (NLO) anionic group theory holds that the anionic group mainly determines the NLO effect of the system. The same anionic group basically has similar NLO properties even in different systems, so it is regarded as the “gene” of NLO materials. Isolated monovalent Ga+/In+ cations in the existing AGa2Cl7 (A = Ga, In) system carry lone-pair-electronic nonbonding orbitals, which are free between the energy bands near the gap and are not substantially hybridized with the orbitals of anionic [Ga2Cl7]- dimer. Surprisingly, this kind of band structure can significantly enhance the NLO polarizability of both Ga+/In+ cations and [Ga2Cl7]- anionic groups, differing from conventional mechanism of the anionic group theory. First-principles calculations demonstrate that AGa2Cl7 (A = Ga, In) indeed exhibits greatly enhanced second harmonic responses over the analogous KGa2Cl7. The underlying contribution to this unusual enhancement stems not only from the anisotropic distribution of photo-responsive nonbonding electron pairs on Ga+/In+, but also from the synergistic charge transfer effect between cations and anionic groups. Due to the synergistic induction of Ga+/In+, the same [Ga2Cl7]- anionic group exhibits significantly different NLO effects in different AGa2Cl7 (A = K, Ga, In) systems. This phenomenon is rare and satisfies a unique NLO mechanism, providing insights into NLO crystal physics and novel structural design.
description: Nonlinear optical (NLO) anionic group theory holds that the anionic group mainly determines the NLO effect of the system. The same anionic group basically has similar NLO properties even in different systems, so it is regarded as the “gene” of NLO materials. Isolated monovalent Ga+/In+ cations in the existing AGa2Cl7 (A = Ga, In) system carry lone-pair-electronic nonbonding orbitals, which are free between the energy bands near the gap and are not substantially hybridized with the orbitals of anionic [Ga2Cl7]- dimer. Surprisingly, this kind of band structure can significantly enhance the NLO polarizability of both Ga+/In+ cations and [Ga2Cl7]- anionic groups, differing from conventional mechanism of the anionic group theory. First-principles calculations demonstrate that AGa2Cl7 (A = Ga, In) indeed exhibits greatly enhanced second harmonic responses over the analogous KGa2Cl7. The underlying contribution to this unusual enhancement stems not only from the anisotropic distribution of photo-responsive nonbonding electron pairs on Ga+/In+, but also from the synergistic charge transfer effect between cations and anionic groups. Due to the synergistic induction of Ga+/In+, the same [Ga2Cl7]- anionic group exhibits significantly different NLO effects in different AGa2Cl7 (A = K, Ga, In) systems. This phenomenon is rare and satisfies a unique NLO mechanism, providing insights into NLO crystal physics and novel structural design.
DOI: 10.57760/sciencedb.01930
title: Soil aggregates and salt ion distribution after freezing saline-water irrigation
title: 滨海盐碱地多年咸冰水灌溉后土壤团聚体及其盐分离子分布

description: Irrigation with saline water is increasingly popular for reclaiming saline-alkali soil and for increasing crop productivity in some countries and regions. The purpose of this study was to investigate the alteration of salt ions distribution within different soil aggregate fractions after irrigation with freezing saline water. The experimental site is located on the coastal plain in Haixing County, Hebei Province, China. In a field experiment after irrigation with freezing saline water for 6 years, soil samples (0-10, 10-20 and 20-30 cm depths) were collected from three treatments: freezing saline water irrigation with plastic film mulching (IM); freezing saline irrigation without plastic film mulching (IO); and no saline irrigation and no mulching (CK). The bulk soils were separated into five size classes (i.e., 5-8, 2-5, 1-2, 0.25-1 and &lt;0.25 mm) by the dry-sieving method. Then, the salinity and ion (i.e., Ca2+, Mg2+, K+, Na+, HCO3-, SO42- and Cl-) concentrations within each aggregate size class were determined following the methods of Lao (1988). The total salt content was calculated as the sum of the cations and anions.
description: Irrigation with saline water is increasingly popular for reclaiming saline-alkali soil and for increasing crop productivity in some countries and regions. The purpose of this study was to investigate the alteration of salt ions distribution within different soil aggregate fractions after irrigation with freezing saline water. The experimental site is located on the coastal plain in Haixing County, Hebei Province, China. In a field experiment after irrigation with freezing saline water for 6 years, soil samples (0-10, 10-20 and 20-30 cm depths) were collected from three treatments: freezing saline water irrigation with plastic film mulching (IM); freezing saline irrigation without plastic film mulching (IO); and no saline irrigation and no mulching (CK). The bulk soils were separated into five size classes (i.e., 5-8, 2-5, 1-2, 0.25-1 and &lt;0.25 mm) by the dry-sieving method. Then, the salinity and ion (i.e., Ca2+, Mg2+, K+, Na+, HCO3-, SO42- and Cl-) concentrations within each aggregate size class were determined following the methods of Lao (1988). The total salt content was calculated as the sum of the cations and anions.
DOI: 10.57760/sciencedb.01934
title: Cellulose Nanofibril-Based Flame Retardant and Its Application to Paper
title: 纤维素基阻燃剂及其在纸张中的应用

description: reparation of cellulose nanofiber-based flame retardants and their application in paper. Cellulose nanofibril-based flame retardant was developed by phosphorylation of cellulose nanofibrils by ball milling with P2O5 followed by ionic binding of melamine. The effect of varied DSphos of phosphorylated cellulose nanofibril on flame retardancy was studied, the result showed that the heat release rate of phosphorylated cellulose nanofibrils was reduced with increasing DSphos. The peak heat release rate of phosphorylated cellulose nanofibril with DSphos of 0.160 was reduced 81% compared with control paper. The flame retardancy of cellulose nanofibril-based flame retardant was further enhanced, the peak heat release rate was reduced to 89%.
description: reparation of cellulose nanofiber-based flame retardants and their application in paper. Cellulose nanofibril-based flame retardant was developed by phosphorylation of cellulose nanofibrils by ball milling with P2O5 followed by ionic binding of melamine. The effect of varied DSphos of phosphorylated cellulose nanofibril on flame retardancy was studied, the result showed that the heat release rate of phosphorylated cellulose nanofibrils was reduced with increasing DSphos. The peak heat release rate of phosphorylated cellulose nanofibril with DSphos of 0.160 was reduced 81% compared with control paper. The flame retardancy of cellulose nanofibril-based flame retardant was further enhanced, the peak heat release rate was reduced to 89%.
DOI: 10.57760/sciencedb.01937
title: Chitin Nanofibril-Based Flame Retardant for Paper Application
title: 甲壳素纳米纤维基阻燃剂及其在纸张中的应用

description: Chitin nanofibril-based flame retardant was developed by disintergrating chitin by ball-mill followed by phosphorylation with P2O5. Chitin nanofibril-based flame retardant with DSphos of 0.090 showed high flame retardancy and applied it to paper. The effect of the amount of flame retardant on the fire resistancy on paper was studied, ans the results were as following: the termal ability of paper was enhanced with increasing amount of chitin nanofibril-based flame retardant, the char yield was increased from 14 wt% of control paper to 37 wt%, the LOI was increased to 30%, the peak heat release rate was reduced 62%, the tensile strength of paper loaded chitin nanofibril-base flame retardant gave an improvement of 47%.
description: Chitin nanofibril-based flame retardant was developed by disintergrating chitin by ball-mill followed by phosphorylation with P2O5. Chitin nanofibril-based flame retardant with DSphos of 0.090 showed high flame retardancy and applied it to paper. The effect of the amount of flame retardant on the fire resistancy on paper was studied, ans the results were as following: the termal ability of paper was enhanced with increasing amount of chitin nanofibril-based flame retardant, the char yield was increased from 14 wt% of control paper to 37 wt%, the LOI was increased to 30%, the peak heat release rate was reduced 62%, the tensile strength of paper loaded chitin nanofibril-base flame retardant gave an improvement of 47%.
DOI: 10.57760/sciencedb.01939
title: Stock prediction of the hotel based on multimodal deep learning
title: 基于多模态深度学习的酒店股票预测

description: The proposed model is only tested on the dataset of four hotels on the Yelp website
description: The proposed model is only tested on the dataset of four hotels on the Yelp website
DOI: 10.57760/sciencedb.j00003.00002
title: Raw Data for the article "Hepatic DKK1 driven steatosis is CD36-dependent"
title: Raw Data for the article "Hepatic DKK1 driven steatosis is CD36-dependent"

description: This zip package includes all the raw data involving in the article "Hepatic DKK1 driven steatosis is CD36-dependent"
description: This zip package includes all the raw data involving in the article "Hepatic DKK1 driven steatosis is CD36-dependent"
DOI: 10.57760/sciencedb.01943
title: A dataset of the annual water bodies in wet seasons on the Mongolian Plateau during 1990–2021
title: 1990–2021年蒙古高原年度丰水期水体数据集

description: This study uses GEE platform to process the available high-quality Landsat series satellite images in the past 32 years (1990-2021). Using the minimum cloud amount synthesis algorithm, the minimum cloud amount image in the wet season (June September) of each year is obtained. After calculating the NDWI, the Otsu algorithm is used for threshold segmentation, and the 30m resolution water body data of the Mongolian Plateau in the annual wet season are extracted. The data set can provide data information and powerful basis for dynamic monitoring of water system changes, ecological construction planning and reasonable environmental protection in the Mongolian Plateau. The data set includes a total of 32 periods of spatial distribution data of water bodies in the rainy season of the Mongolian Plateau from 1990 to 2021. Each period contains 3 images, a total of 96 sub files. The data is stored as GeoTIFF data files, and the file naming method is "yyyymongolianwater-1/2/3" (such as 1990mongolianwater-1). The spatial resolution of the image is 30m, and the projection system is WGS-84. Because the data range is too large, each phase of data is divided into three pieces of sub data to save. All the data are saved as a file ("1990-2021 Mongolian Plateau wet season water body data set.Rar"), with a total data volume of 1.76GB. 
description: This study uses GEE platform to process the available high-quality Landsat series satellite images in the past 32 years (1990-2021). Using the minimum cloud amount synthesis algorithm, the minimum cloud amount image in the wet season (June September) of each year is obtained. After calculating the NDWI, the Otsu algorithm is used for threshold segmentation, and the 30m resolution water body data of the Mongolian Plateau in the annual wet season are extracted. The data set can provide data information and powerful basis for dynamic monitoring of water system changes, ecological construction planning and reasonable environmental protection in the Mongolian Plateau. The data set includes a total of 32 periods of spatial distribution data of water bodies in the rainy season of the Mongolian Plateau from 1990 to 2021. Each period contains 3 images, a total of 96 sub files. The data is stored as GeoTIFF data files, and the file naming method is "yyyymongolianwater-1/2/3" (such as 1990mongolianwater-1). The spatial resolution of the image is 30m, and the projection system is WGS-84. Because the data range is too large, each phase of data is divided into three pieces of sub data to save. All the data are saved as a file ("1990-2021 Mongolian Plateau wet season water body data set.Rar"), with a total data volume of 1.76GB.
DOI: 10.57760/sciencedb.j00133.00037
title: User generated content innovation value identification
title: 用户生成内容创新价值识别

description: 这些数据主要包括四个部分，一个是抓取社区数据，另一个是构建用户社交网络，三是数值特征的计算，第四个是构建conv bilstm模型和比较实验结果。
description: 这些数据主要包括四个部分，一个是抓取社区数据，另一个是构建用户社交网络，三是数值特征的计算，第四个是构建conv bilstm模型和比较实验结果。
DOI: 10.57760/sciencedb.o00013.00005
title: Investigation on travel characteristics of residents in Wuhan
title: 武汉市居民出行特征调查

description: This data can collect the changes of residents' travel behavior before and after the epidemic by conducting extensive surveys on the travel characteristics of Wuhan residents, which can be used for research in urban transportation and other fields.
description: This data can collect the changes of residents' travel behavior before and after the epidemic by conducting extensive surveys on the travel characteristics of Wuhan residents, which can be used for research in urban transportation and other fields.
DOI: 10.57760/sciencedb.j00133.00038
title: experiment results
title: 实验结果

description: experiment results
description: experiment results
DOI: 10.57760/sciencedb.01947
title: ciprofloxacin and Pseudomonas plecoglossicida associated ayu gut microbiome
title: ciprofloxacin and Pseudomonas plecoglossicida associated ayu gut microbiome

description: 16S rDNA amplicon data for fish gut microbiota with different treatments.
description: 16S rDNA amplicon data for fish gut microbiota with different treatments.
DOI: 10.57760/sciencedb.j00133.00039
title: IEMOCAP多模态数据集
title: IEMOCAP多模态数据集

description: 文件为一个公开的数据集文件-IEMOCAP，可通过公开网站获取：https://sail.usc.edu/iemocap/；本文仅使用该数据集的语音和文本。
description: 文件为一个公开的数据集文件-IEMOCAP，可通过公开网站获取：https://sail.usc.edu/iemocap/；本文仅使用该数据集的语音和文本。
DOI: 10.57760/sciencedb.01949
title: RAW RNAseq
title: RAW RNAseq

description: RAW RNAseq per genotype and conditions
description: RAW RNAseq per genotype and conditions
DOI: 10.57760/sciencedb.j00133.00040
title: Two labeled network news datasets
title: 两个已标注的中文网络新闻数据集

description: This dataset contains two Chinese network news datasets for topic detection, namely comprehensive news dataset and sports news dataset. The comprehensive news dataset is the research group's own data, including 10 topics and a total of 1062 news texts. The sports news dataset comes from Sogou Lab. After eliminating the news texts that are empty, cannot obtain the full text, and have a small number of samples in the cluster, 7 topics are finally retained, with a total of 452 news texts. The above news texts are from a number of well-known news websites, and have been manually checked and corrected, with highly credible group labels.
description: This dataset contains two Chinese network news datasets for topic detection, namely comprehensive news dataset and sports news dataset. The comprehensive news dataset is the research group's own data, including 10 topics and a total of 1062 news texts. The sports news dataset comes from Sogou Lab. After eliminating the news texts that are empty, cannot obtain the full text, and have a small number of samples in the cluster, 7 topics are finally retained, with a total of 452 news texts. The above news texts are from a number of well-known news websites, and have been manually checked and corrected, with highly credible group labels.
DOI: 10.57760/sciencedb.j00133.00041
title: Parameters for four topic detection methods
title: 四种话题检测方法的参数数据

description: This dataset provides parameter data for four topic detection methods. In order to fairly compare snnMCL with three current popular methods (LDA, K-means, GMM) on the two network news datasets, snnMCL uses fixed default parameters while the other three methods choose their optimal parameters. 
description: This dataset provides parameter data for four topic detection methods. In order to fairly compare snnMCL with three current popular methods (LDA, K-means, GMM) on the two network news datasets, snnMCL uses fixed default parameters while the other three methods choose their optimal parameters.
DOI: 10.57760/sciencedb.j00133.00042
title: 1. Amazon Fitbit Review data set
title: 1.亚马逊Fitbit评论数据集

description: The Instant Data Scraper crawler crawler crawler crawls the Amazon review Data set.
description: The Instant Data Scraper crawler crawler crawler crawls the Amazon review Data set.
DOI: 10.57760/sciencedb.j00133.00043
title: 2. topic_consistency_coherence 1to200
title: 2.主题一致性_coherence_1to200

description: It is calculated by grid search of 200 topic models
description: It is calculated by grid search of 200 topic models
DOI: 10.57760/sciencedb.j00133.00044
title: 3. Topic - Comment matrix and topic weight
title: 3.主题-评论矩阵及主题权重

description: LDA theme model results are integrated
description: LDA theme model results are integrated
DOI: 10.57760/sciencedb.j00133.00045
title: 4. Comprehensive attribute-CSD Weight Summary table
title: 4.综合属性-CSD权重汇总表

description: Combined with literature knowledge and CSD weight, comprehensive attributes were obtained
description: Combined with literature knowledge and CSD weight, comprehensive attributes were obtained
DOI: 10.57760/sciencedb.j00133.00046
title: 5. Result analysis of HWDs customer satisfaction influencing factors
title: 5.HWDs顾客满意度影响因素结果分析

description: According to the results of MLP on each CSD
description: According to the results of MLP on each CSD
DOI: 10.57760/sciencedb.j00125.00004
title: Improved performance of graphite coated by hard carbon of PTCDA sodium salt for lithium-ion batteries
title: PTCDA钠盐硬碳包覆石墨用于锂离子电池性能的改善

description: The temporal and spatial information of the dataset and the original attributes of the temporal and spatial resolution are listed. Table data and icon label information sources are the abbreviations of the main components of the sample. If any data is missing, please contact us; There is a certain error in the data. The reason for the error is that the temperature of the test room fluctuates slightly due to uncontrollable factors (power failure). If you submit data file in TIFF,ORG, format, etc.
description: The temporal and spatial information of the dataset and the original attributes of the temporal and spatial resolution are listed. Table data and icon label information sources are the abbreviations of the main components of the sample. If any data is missing, please contact us; There is a certain error in the data. The reason for the error is that the temperature of the test room fluctuates slightly due to uncontrollable factors (power failure). If you submit data file in TIFF,ORG, format, etc.
DOI: 10.57760/sciencedb.j00133.00047
title: query_resultj
title: query_result

description: Several pieces of experimental data stored in the form of triples, including data source id, data source, relationship type, subject and object fields.
description: Several pieces of experimental data stored in the form of triples, including data source id, data source, relationship type, subject and object fields.
DOI: 10.57760/sciencedb.j00133.00048
title: query_result
title: RDF检索实验数据

description: Several pieces of experimental data stored in the form of triples, including data source id, data source, relationship type, subject and object fields
description: Several pieces of experimental data stored in the form of triples, including data source id, data source, relationship type, subject and object fields
DOI: 10.57760/sciencedb.01956
title: How to maximize innovation efficiency by balancing innovative work and daily work
title: How to maximize innovation efficiency by balancing innovative work and daily work

description: the experiment data
description: the experiment data