cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.o00055.00001
title: Data for evaluation of surface mesoscale variabilities
title: Data for evaluation of surface mesoscale variabilities

description: Data for the global evaluation of surface mesoscale variabilities, including the observational EKE derived from satellite altimeter datasets and six eddy-resolving experiments. The experiments used in this reasearch including the four eddy-resolving ocean-sea-ice experiments participating in OMIP-2, including State Key Laboratory of Numerical Modeling for Atmospheric Sciences, and Geophysical Fluid Dynamics/Institute of Atmospheric Physics (LASG/IAP) Climate system Ocean Model of the Chinese Academy of Science version 3 (IAP-LICOM3), HYbrid Coordinate Ocean Model (FSU-HYCOM), Parallel Ocean Program (NCAR-POP), and Finite Element/volume Sea ice-Ocean Model (AWI-FESOM). Two additional experiments using the eddy-resolving IAP-LICOM3 forced by the ERA20C (1901-2010) and the ERA-interim (1985-2018) are also used.
description: Data for the global evaluation of surface mesoscale variabilities, including the observational EKE derived from satellite altimeter datasets and six eddy-resolving experiments. The experiments used in this reasearch including the four eddy-resolving ocean-sea-ice experiments participating in OMIP-2, including State Key Laboratory of Numerical Modeling for Atmospheric Sciences, and Geophysical Fluid Dynamics/Institute of Atmospheric Physics (LASG/IAP) Climate system Ocean Model of the Chinese Academy of Science version 3 (IAP-LICOM3), HYbrid Coordinate Ocean Model (FSU-HYCOM), Parallel Ocean Program (NCAR-POP), and Finite Element/volume Sea ice-Ocean Model (AWI-FESOM). Two additional experiments using the eddy-resolving IAP-LICOM3 forced by the ERA20C (1901-2010) and the ERA-interim (1985-2018) are also used.
DOI: 10.57760/sciencedb.o00074.00001
title: VPP Data
title: VPP Data

description: This data includes input data related to virtual power plant planning.Input data includes load demand, maximum and minimum output of power generation units, operating costs of units and data related to uncertainty.Uncertainties include wind, sun and load demand.
description: This data includes input data related to virtual power plant planning.Input data includes load demand, maximum and minimum output of power generation units, operating costs of units and data related to uncertainty.Uncertainties include wind, sun and load demand.
DOI: 10.57760/sciencedb.o00114.00031
title: Experimental Research on Mongolian Acoustic Model Structure Based on DNN-HMM
title: 基于DNN-HMM的蒙古语声学模型结构实验研究

description: As a hybrid modeling technology in speech recognition, DNN-HMM is composed of deep neural networks and hidden Markov models. In the process of using the Mongolian corpus to construct the DNN-HMM acoustic model, in order to study the influence of the DNN-HMM structure on the Mongolian acoustic modeling and the relationship between the size of the Mongolian corpus and the DNN-HMM acoustic model structure, the DNN-HMM acoustic model was designed For the structure of DNN in the model, four DNN-HMM acoustic models of Rectangle DNN-HMM, Trapezoid DNN-HMM, Polygon DNN-HMM and Hourglass DNN-HMM are proposed. Experiments are carried out on the basis of the Kaldi experimental platform, phonemes are selected as the modeling unit, and three-scale Mongolian corpora are used to construct four-structure DNN-HMM acoustic models. The experimental results of the depth structure and the width structure show that the Polygon DNN - HMM structure with a depth of 6 layers is suitable for Mongolian acoustic model modeling. As the corpus increases, the width of the acoustic model should be appropriately increased so that each layer of the acoustic model can be Learn more abundant features and improve the accuracy of speech recognition.
description: As a hybrid modeling technology in speech recognition, DNN-HMM is composed of deep neural networks and hidden Markov models. In the process of using the Mongolian corpus to construct the DNN-HMM acoustic model, in order to study the influence of the DNN-HMM structure on the Mongolian acoustic modeling and the relationship between the size of the Mongolian corpus and the DNN-HMM acoustic model structure, the DNN-HMM acoustic model was designed For the structure of DNN in the model, four DNN-HMM acoustic models of Rectangle DNN-HMM, Trapezoid DNN-HMM, Polygon DNN-HMM and Hourglass DNN-HMM are proposed. Experiments are carried out on the basis of the Kaldi experimental platform, phonemes are selected as the modeling unit, and three-scale Mongolian corpora are used to construct four-structure DNN-HMM acoustic models. The experimental results of the depth structure and the width structure show that the Polygon DNN - HMM structure with a depth of 6 layers is suitable for Mongolian acoustic model modeling. As the corpus increases, the width of the acoustic model should be appropriately increased so that each layer of the acoustic model can be Learn more abundant features and improve the accuracy of speech recognition.
DOI: 10.57760/sciencedb.o00114.00038
title: APSENet: A Text Line Detection Method of Manchu Archives Based on Instance Segmentation Network
title: APSENet：一种基于实例分割网络的满文档案文本行检测方法

description: Text line detection is an important link in the digitization of Manchu archives, but there are few relevant studies at present, especially the problem that long text is difficult to detect. This paper proposes a text line detection method of Manchu archives called APSENet based on the idea of PSENet image example segmentation model. This method uses ResNet network to extract the text line features of Manchu archives. By introducing the progressive scale expansion algorithm for the segmentation mask of post-processing network output, it can effectively solve the problem that long text is difficult to detect. By introducing the feature channel attention mechanism, it can solve the problem of large text box margin caused by irrelevant background interference. Experimental results show that the algorithm can achieve good detection results
description: Text line detection is an important link in the digitization of Manchu archives, but there are few relevant studies at present, especially the problem that long text is difficult to detect. This paper proposes a text line detection method of Manchu archives called APSENet based on the idea of PSENet image example segmentation model. This method uses ResNet network to extract the text line features of Manchu archives. By introducing the progressive scale expansion algorithm for the segmentation mask of post-processing network output, it can effectively solve the problem that long text is difficult to detect. By introducing the feature channel attention mechanism, it can solve the problem of large text box margin caused by irrelevant background interference. Experimental results show that the algorithm can achieve good detection results
DOI: 10.57760/sciencedb.o00019.00003
title: Helicoverpa armigera diet induced gene and miRNA expression
title: Helicoverpa armigera diet induced gene and miRNA expression

description: In order to investigate the effects of different diets on larval development, newly molted third instar larvae of H. armigera were reared on artificial diet (AD) or Arabidopsis thaliana (AT). After 4 days, fat body was dissected for RNA isolation and sequencing to identify lipid-related genes and micro RNAs.
description: In order to investigate the effects of different diets on larval development, newly molted third instar larvae of H. armigera were reared on artificial diet (AD) or Arabidopsis thaliana (AT). After 4 days, fat body was dissected for RNA isolation and sequencing to identify lipid-related genes and micro RNAs.
DOI: 10.57760/sciencedb.o00019.00011
title: Transcriptome data of Thitarodes xiaojinensis larvae infected with entomopathogenic fungi
title: Transcriptome data of Thitarodes xiaojinensis larvae infected with entomopathogenic fungi

description: Sixth-instar Thitarodes xiaojinensis larvae were infected with the blastospores of Ophiocordyceps sinensis (Os), Cordyceps militarist (Cm), or Beauveria bassiana (Bb). Larvae injected with Ringer’s buffer (RS, 8.05 g NaCl, 0.42 g KCl, and 0.18 g CaCl2 per liter) were used as the control. Each larva was injected with 2 µL of Ringer’s buffer or blastospore suspension in Ringer’s buffer (1.0 × 107 cells/mL) using glass capillaries. Each treatment included 12 larvae. According to the manufacturer’s instructions, total RNA from the fat body of control and fungus-infected larvae was extracted at 72 hpi using TRIzol reagent (Invitrogen, USA). RNA yields were quantified using a NanoDrop 2000 spectrophotometer. RNA integrity was confirmed using the RNA Nano 6000 Assay Kit of the Bioanalyzer 2100 system. A cDNA library was constructed using the total RNA and sequenced with 150 bp paired-end reads on an Illumina NovaSeq platform. Three biological replicates were used for each treatment.
description: Sixth-instar Thitarodes xiaojinensis larvae were infected with the blastospores of Ophiocordyceps sinensis (Os), Cordyceps militarist (Cm), or Beauveria bassiana (Bb). Larvae injected with Ringer’s buffer (RS, 8.05 g NaCl, 0.42 g KCl, and 0.18 g CaCl2 per liter) were used as the control. Each larva was injected with 2 µL of Ringer’s buffer or blastospore suspension in Ringer’s buffer (1.0 × 107 cells/mL) using glass capillaries. Each treatment included 12 larvae. According to the manufacturer’s instructions, total RNA from the fat body of control and fungus-infected larvae was extracted at 72 hpi using TRIzol reagent (Invitrogen, USA). RNA yields were quantified using a NanoDrop 2000 spectrophotometer. RNA integrity was confirmed using the RNA Nano 6000 Assay Kit of the Bioanalyzer 2100 system. A cDNA library was constructed using the total RNA and sequenced with 150 bp paired-end reads on an Illumina NovaSeq platform. Three biological replicates were used for each treatment.
DOI: 10.57760/sciencedb.o00023.00001
title: Butterfly Genome Project
title: 蝴蝶基因组计划

description: Butterflies are one of the most historically significant group due to both their colorful wing patterns and extensive morphological diversity. This project attempt to explore the adaptative evolution of butterfly diversity by dissected thier genomes.
description: Butterflies are one of the most historically significant group due to both their colorful wing patterns and extensive morphological diversity. This project attempt to explore the adaptative evolution of butterfly diversity by dissected thier genomes.
DOI: 10.57760/sciencedb.o00068.00001
title: The dataset of female nurses' cognitive performance across the menstrual cycle
title: The dataset of female nurses' cognitive performance across the menstrual cycle

description: The study was a within-subject, longitudinal design. Thus, female nurses attended three behavior test sessions during menses, late-follicular, and mid-luteal phases. The starting session was counterbalanced among participants. For each test session, participants first rated their negative emotions of the past week. Then, they completed a ~50 minutes mini-computerized cognitive battery, including inhibitory control, cognitive flexibility, divided attention, and working memory.The attached Excel data file includes six sheets.“participant” sheet: NASA TLX subscale score and total scores for the nursing job. “DASS-21” sheet: depression, anxiety, and stress scores in each cycle phase.“SpatialStroop” sheet: Error rate and reaction time measures of spatial Stroop task in each cycle phase.“task switch” sheet: Error rate and reaction time measures of task switch task in each cycle phase.“working memory” sheet: The K, A, and G estimation of multiple change detection task.“divided attention” sheet: The sensitivity and reaction time measure of the divided attention task.The battery
description: The study was a within-subject, longitudinal design. Thus, female nurses attended three behavior test sessions during menses, late-follicular, and mid-luteal phases. The starting session was counterbalanced among participants. For each test session, participants first rated their negative emotions of the past week. Then, they completed a ~50 minutes mini-computerized cognitive battery, including inhibitory control, cognitive flexibility, divided attention, and working memory.The attached Excel data file includes six sheets.“participant” sheet: NASA TLX subscale score and total scores for the nursing job. “DASS-21” sheet: depression, anxiety, and stress scores in each cycle phase.“SpatialStroop” sheet: Error rate and reaction time measures of spatial Stroop task in each cycle phase.“task switch” sheet: Error rate and reaction time measures of task switch task in each cycle phase.“working memory” sheet: The K, A, and G estimation of multiple change detection task.“divided attention” sheet: The sensitivity and reaction time measure of the divided attention task.The battery
DOI: 10.6084/m9.figshare.20329183
title: Pregnancy rate in IVF patients with unexpected poor response to ovarian stimulation

description: To evaluate whether an unexpected poor response (cases with ≤3 oocytes) leads to a reduction in the pregnancy rate in IVF cycles compared to a suboptimal response (controls with 4-9 oocytes) in women with adequate ovarian reserve. A nested case-control study performed in a retrospective cohort of couples undergoing IVF at the Infertility Unit of the ASST Lariana. Cases and controls had adequate ovarian reserve and were matched 1:1 for female age and number of previous cycles. Cumulative clinical pregnancy rate per oocyte retrieval was the main outcome. Overall, 113 cases and 113 matched controls were included; the median number of available oocytes was 2 and 6, respectively. The cumulative pregnancy rate per cycle was significantly reduced in cases compared to controls with a crude odds ratio = 0.45 [95% Confidence Interval: 0.28-0.82]. A binomial logistic model indicated that an increase in one oocyte increases the odds for cumulative pregnancy rate per cycle by 1.27 in women with 9 oocytes or less. The cumulative pregnancy rates per cycle in cases and controls, according to female age were respectively: 29% versus 54% in patients aged &lt;35 years (<i>p</i> = 0.036); 22% versus 43% in patients aged 36-39 years (<i>p</i> = 0.048) and 11% versus 13% in patients 40-45 years old (<i>p</i> = 0.72). Patients belonging to older age groups showed decreasing probability of cumulative clinical pregnancy rates both among cases and controls group (<i>p</i> &lt; 0.05). The number of available oocytes significantly affects the probability of success in IVF cycles with unexpected impaired ovarian response.
DOI: 10.6084/m9.figshare.20329183.v1
title: Pregnancy rate in IVF patients with unexpected poor response to ovarian stimulation

description: To evaluate whether an unexpected poor response (cases with ≤3 oocytes) leads to a reduction in the pregnancy rate in IVF cycles compared to a suboptimal response (controls with 4-9 oocytes) in women with adequate ovarian reserve. A nested case-control study performed in a retrospective cohort of couples undergoing IVF at the Infertility Unit of the ASST Lariana. Cases and controls had adequate ovarian reserve and were matched 1:1 for female age and number of previous cycles. Cumulative clinical pregnancy rate per oocyte retrieval was the main outcome. Overall, 113 cases and 113 matched controls were included; the median number of available oocytes was 2 and 6, respectively. The cumulative pregnancy rate per cycle was significantly reduced in cases compared to controls with a crude odds ratio = 0.45 [95% Confidence Interval: 0.28-0.82]. A binomial logistic model indicated that an increase in one oocyte increases the odds for cumulative pregnancy rate per cycle by 1.27 in women with 9 oocytes or less. The cumulative pregnancy rates per cycle in cases and controls, according to female age were respectively: 29% versus 54% in patients aged &lt;35 years (<i>p</i> = 0.036); 22% versus 43% in patients aged 36-39 years (<i>p</i> = 0.048) and 11% versus 13% in patients 40-45 years old (<i>p</i> = 0.72). Patients belonging to older age groups showed decreasing probability of cumulative clinical pregnancy rates both among cases and controls group (<i>p</i> &lt; 0.05). The number of available oocytes significantly affects the probability of success in IVF cycles with unexpected impaired ovarian response.
DOI: 10.57760/sciencedb.o00114.00061
title: Scientific data publishing and sharing
title: 科学数据出版与开放共享

description: As one of the key components of open science, open data plays an important role in enhancing the self-correction ability and improving the transparency and verifiability of scientific research.It has been widely received attention from governments, funders, academic publishers and journals. This report discusses the policies, concepts and practices of scientific data publishing and sharing.
description: As one of the key components of open science, open data plays an important role in enhancing the self-correction ability and improving the transparency and verifiability of scientific research.It has been widely received attention from governments, funders, academic publishers and journals. This report discusses the policies, concepts and practices of scientific data publishing and sharing.
DOI: 10.57760/sciencedb.o00015.00004
title: Marine floating macro-litter dataset, 2019-2021
title: 南海北部漂浮垃圾数据集2019-2021

description: This data set includes the original data used by the first large-scale "marine floating waste" Assessment Research in the north of the South China Sea, which was synchronously collected by the "Laboratory of marine mammals and marine bioacoustics" of the Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences through four deep-sea and off-shore cetacean surveys.
description: This data set includes the original data used by the first large-scale "marine floating waste" Assessment Research in the north of the South China Sea, which was synchronously collected by the "Laboratory of marine mammals and marine bioacoustics" of the Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences through four deep-sea and off-shore cetacean surveys.
DOI: 10.57760/sciencedb.o00023.00002
title: whole-genome resequence of Eospalax species
title: whole-genome resequence of Eospalax species

description: To clarify the taxonomy and phylogeny of Eospalax, we whole-genome sequenced 47 zokor samples to high depth. These samples belong to six species in the genus Eospalax and two samples in close-related genus Myospalax.
description: To clarify the taxonomy and phylogeny of Eospalax, we whole-genome sequenced 47 zokor samples to high depth. These samples belong to six species in the genus Eospalax and two samples in close-related genus Myospalax.
DOI: 10.57760/sciencedb.o00035.00002
title: clay mineralogy record of the YDY05 core
title: clay mineralogy record of the YDY05 core

description: We present original data of clay fraction and clay mineral assemblages in the YDY05 core. The clay minerals were dominated by illite (34%-57%) and smectite (18%-50%), with minor components of kaolinite (5%-10%) and chlorite (7%-21%). The illite contents were relatively higher during YD (with average of 53%) than during H1 (with average of 48%), exhibiting an obvious decreasing trend during the Holocene. However, the smectite contents showed the opposite tendency, exhibiting an increasing trend throughout the Holocene. There was an overall increase in the proportions of kaolinite over the last 20 kyr. The chlorite contents varied between 7%-21%, with an average of 13%.
description: We present original data of clay fraction and clay mineral assemblages in the YDY05 core. The clay minerals were dominated by illite (34%-57%) and smectite (18%-50%), with minor components of kaolinite (5%-10%) and chlorite (7%-21%). The illite contents were relatively higher during YD (with average of 53%) than during H1 (with average of 48%), exhibiting an obvious decreasing trend during the Holocene. However, the smectite contents showed the opposite tendency, exhibiting an increasing trend throughout the Holocene. There was an overall increase in the proportions of kaolinite over the last 20 kyr. The chlorite contents varied between 7%-21%, with an average of 13%.
DOI: 10.57760/sciencedb.o00035.00003
title: velocity_data_2008
title: velocity_data_2008

description: The ADCP collected velocity data between 4 and 56 m with a vertical resolution of 2 m. The measurement was started at 12:09, Jul 1, 2008 and terminated at 03:19, Jul 17, 2008. The velocity data were recorded every one minute during the measurements.
description: The ADCP collected velocity data between 4 and 56 m with a vertical resolution of 2 m. The measurement was started at 12:09, Jul 1, 2008 and terminated at 03:19, Jul 17, 2008. The velocity data were recorded every one minute during the measurements.
DOI: 10.57760/sciencedb.o00069.00007
title: Extreme Magneto-ionic Environment of Actively Repeating FRB 20190520B
title: Extreme Magneto-ionic Environment of Actively Repeating FRB 20190520B

description: We have been carrying out a continuous monitoring campaign of FRB 20190520B with the Parkes radio telescope using the Ultra-Wideband Low (UWL) receiver since April 2020. Our observations covered a wide frequency range from 704 MHz to 4032 MHz and enabled us to search for linearly polarised emission from this source. The data set includes eight bursts with significant linear polarisation.
description: We have been carrying out a continuous monitoring campaign of FRB 20190520B with the Parkes radio telescope using the Ultra-Wideband Low (UWL) receiver since April 2020. Our observations covered a wide frequency range from 704 MHz to 4032 MHz and enabled us to search for linearly polarised emission from this source. The data set includes eight bursts with significant linear polarisation.
DOI: 10.57760/sciencedb.o00113.00005
title: Dataset for bacterial community and metagenome in soils affected by straw, biochar and ash
title: 经秸秆、生物炭和飞灰处理后的土壤细菌群落和宏基因组数据集

description: Three treatments of soil experiment were set up. The straw and the biochar and ash made from equal amount of straw were amended into soils, respectively. We aimed to investigate the soil bacteria community and metagenome driven by different forms of the straws. （1）After DNA extraction, Primers 505F (5'-GTGYCAGCMGCCGCGGTAA-3') and 806R (5'-GGACTACNVGGGTWTCTAAT-3') were used to amplify 16 s rRNA genes V3-V4. Purified product were sent to biological company for sequencing. Data quality control and split were conducted to obtain the clean data (1 fastq file per sample).（2） High quality DNA samples were sent to biological company for the construction of 350 bp gene library, and then paired end 2 × 150bp sequencing was performed on an Illumina HiSeq X Ten platform. Approximately 12 Gb of raw data were obtained for each sample. After quality control, two read files, fq1 and fq2, were given for each sample.
description: Three treatments of soil experiment were set up. The straw and the biochar and ash made from equal amount of straw were amended into soils, respectively. We aimed to investigate the soil bacteria community and metagenome driven by different forms of the straws. （1）After DNA extraction, Primers 505F (5'-GTGYCAGCMGCCGCGGTAA-3') and 806R (5'-GGACTACNVGGGTWTCTAAT-3') were used to amplify 16 s rRNA genes V3-V4. Purified product were sent to biological company for sequencing. Data quality control and split were conducted to obtain the clean data (1 fastq file per sample).（2） High quality DNA samples were sent to biological company for the construction of 350 bp gene library, and then paired end 2 × 150bp sequencing was performed on an Illumina HiSeq X Ten platform. Approximately 12 Gb of raw data were obtained for each sample. After quality control, two read files, fq1 and fq2, were given for each sample.