cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.22814
title: Cataloging and distribution database of bryophytes in North Asia
title: Cataloging and distribution database of bryophytes in North Asia

description: The North Asian region is located in the cold temperate and subarctic zones, and its unique climate and geographical conditions provide a unique habitat for the growth and diversity of moss plants. Researchers have constructed a North Asian moss plant catalog and distribution database around the moss plants in the region, providing important data support for biogeography, flora research, and species conservation. This database system compiles species information, geographical distribution, literature sources, and distribution point data of moss plants in North Asia, with detailed content and high scientific value. As an important research tool, this database not only contributes to the study of biodiversity and biogeography in North Asia, but also plays a positive role in ecological environment monitoring and protection. In the future, further integration of molecular data, microenvironmental indicators, and remote sensing technology will help deepen our understanding of the distribution pattern and ecological functions of moss plants in North Asia, providing a more scientific basis for regional ecological protection and environmental management. 
description: The North Asian region is located in the cold temperate and subarctic zones, and its unique climate and geographical conditions provide a unique habitat for the growth and diversity of moss plants. Researchers have constructed a North Asian moss plant catalog and distribution database around the moss plants in the region, providing important data support for biogeography, flora research, and species conservation. This database system compiles species information, geographical distribution, literature sources, and distribution point data of moss plants in North Asia, with detailed content and high scientific value. As an important research tool, this database not only contributes to the study of biodiversity and biogeography in North Asia, but also plays a positive role in ecological environment monitoring and protection. In the future, further integration of molecular data, microenvironmental indicators, and remote sensing technology will help deepen our understanding of the distribution pattern and ecological functions of moss plants in North Asia, providing a more scientific basis for regional ecological protection and environmental management.
DOI: 10.57760/sciencedb.13792
title: From Challenge to Confidence: The Collapse of Trust in the Pandemic Era and the Protective Role of Belief in a Just World
title: From Challenge to Confidence: The Collapse of Trust in the Pandemic Era and the Protective Role of Belief in a Just World

description: The current study examines the impact of COVID-19 pandemic threats on trust and its underlying mechanisms. Through 10 independent studies employing various methodologies, including surveys, longitudinal designs, experimental manipulations, big data, natural language processing, and meta-analyses, we discovered that people’s trust in others and organizations fluctuated based on their perception of threats. Furthermore, we identified belief in a just world (BJW) as a key mediator in this relationship. Our research not only contributes to exploring the intricacies of people’s trust amidst pandemics, but also illuminates trust dynamics during crises and individual responses to heightened threats. Our findings have significant implications for fostering trust in the face of threats and facilitating societal resilience in future challenges.
description: The current study examines the impact of COVID-19 pandemic threats on trust and its underlying mechanisms. Through 10 independent studies employing various methodologies, including surveys, longitudinal designs, experimental manipulations, big data, natural language processing, and meta-analyses, we discovered that people’s trust in others and organizations fluctuated based on their perception of threats. Furthermore, we identified belief in a just world (BJW) as a key mediator in this relationship. Our research not only contributes to exploring the intricacies of people’s trust amidst pandemics, but also illuminates trust dynamics during crises and individual responses to heightened threats. Our findings have significant implications for fostering trust in the face of threats and facilitating societal resilience in future challenges.
DOI: 10.57760/sciencedb.22079
title: Dataset for Petrography and geochemistry of a newly discovered Martian gabbroic shergottite NWA 16254
title: Dataset for Petrography and geochemistry of a newly discovered Martian gabbroic shergottite NWA 16254

description: There are two supplementary materials for this manuscript. Supplementary material 1 includes major element compositions of olivine, pyroxene and Fe-Ti oxides. Supplementary material 2 includes REE compositions of maskelynite, pyroxene and phosphates.
description: There are two supplementary materials for this manuscript. Supplementary material 1 includes major element compositions of olivine, pyroxene and Fe-Ti oxides. Supplementary material 2 includes REE compositions of maskelynite, pyroxene and phosphates.
DOI: 10.57760/sciencedb.06819
title: Nucleus versus gene UMI count matrix across multiple distinct non-human primate brain regions from single-nucleus RNA sequencing
title: Nucleus versus gene UMI count matrix across multiple distinct non-human primate brain regions from single-nucleus RNA sequencing

description: To comprehensively characterize molecular and cellular organization of brain networks, we establish a large-scale cell atlas of non-human primate brains based on 39 samples from 10 brain regions of two young (6 years old) and two aged (17–24 years old) rhesus macaques using single-nucleus RNA sequencing. The ten brain regions include amygdala (AMY), putamen (PU), hippocampus (HIP), thalamus (TH), dorsolateral prefrontal cortex (DLPFC), cingulate gyrus (CG), superior temporal gyrus (STG), superior parietal lobule (SPL), visual cortex V4 (V4), and cerebellar cortex (CBC). snRNA-seq data were obtained using the DNBelab C4 droplet-based platform following the manufacturer’s protocol. In brief, frozen tissues were unfrozen, minced and isolated into nuclei suspensions. snRNA-seq libraries were prepared using DNBelab C Series Single-Cell Library Prep Set (MGI, 1000021082) and sequenced on the DNBSEQ platform at the China National GeneBank (Shenzhen, China). Raw sequencing reads were first filtered and demultiplexed using PISA (v0.2-17-g8cc39ef). Retained reads were aligned to the Macaca mulatta reference genome (Mmul_10) using STAR (v2.7.9a). Nucleus versus gene UMI count matrix was generated using PISA (v0.7) with GTF annotation file from Ensembl (v102).
description: To comprehensively characterize molecular and cellular organization of brain networks, we establish a large-scale cell atlas of non-human primate brains based on 39 samples from 10 brain regions of two young (6 years old) and two aged (17–24 years old) rhesus macaques using single-nucleus RNA sequencing. The ten brain regions include amygdala (AMY), putamen (PU), hippocampus (HIP), thalamus (TH), dorsolateral prefrontal cortex (DLPFC), cingulate gyrus (CG), superior temporal gyrus (STG), superior parietal lobule (SPL), visual cortex V4 (V4), and cerebellar cortex (CBC). snRNA-seq data were obtained using the DNBelab C4 droplet-based platform following the manufacturer’s protocol. In brief, frozen tissues were unfrozen, minced and isolated into nuclei suspensions. snRNA-seq libraries were prepared using DNBelab C Series Single-Cell Library Prep Set (MGI, 1000021082) and sequenced on the DNBSEQ platform at the China National GeneBank (Shenzhen, China). Raw sequencing reads were first filtered and demultiplexed using PISA (v0.2-17-g8cc39ef). Retained reads were aligned to the Macaca mulatta reference genome (Mmul_10) using STAR (v2.7.9a). Nucleus versus gene UMI count matrix was generated using PISA (v0.7) with GTF annotation file from Ensembl (v102).
DOI: 10.57760/sciencedb.j00052.00045
title: Kinship boarding influences pupils' sharing behavior: Alternate roles between share awareness and empathy——database
title: 亲缘式寄宿影响小学生分享行为：分享意识与移情的替补作用——数据集

description: Data source: Paper questionnaires were entered into epidata and exported as SPSS data (*.sav)Data processing: Chi-square test, one-way analysis of variance, repeated measurement analysis of variance, correlation and regression analysis were used in SPSS software. SEM model was built in AMOS software for mediation and moderation analysis.Data exclusion criteria: participants with a response rate lower than 90% were deleted.Missing-values procedures: Missing values for subsequent statistical analyses were imputed according to variable means.
description: Data source: Paper questionnaires were entered into epidata and exported as SPSS data (*.sav)Data processing: Chi-square test, one-way analysis of variance, repeated measurement analysis of variance, correlation and regression analysis were used in SPSS software. SEM model was built in AMOS software for mediation and moderation analysis.Data exclusion criteria: participants with a response rate lower than 90% were deleted.Missing-values procedures: Missing values for subsequent statistical analyses were imputed according to variable means.
DOI: 10.57760/sciencedb.21980
title: Are Immediate Judgments of Learning Inaccurate? Computational and Neural Dissociations in Cross-Test Expectancy Judgments of Learning
title: 即刻学习判断真的不准吗？跨测验预期JOL的计算与神经机制差异

description: The dataset includes experimental procedures, experimental materials, and data (behavioral data and EEG data).
description: The dataset includes experimental procedures, experimental materials, and data (behavioral data and EEG data).
DOI: 10.57760/sciencedb.22685
title: Balancing Environmental Regulation and Marketization: A Quantile Analysis of Energy Efficiency in China's Provinces
title: Balancing Environmental Regulation and Marketization: A Quantile Analysis of Energy Efficiency in China's Provinces

description: This study explores the impact of environmental regulations and marketization on energy efficiency in China. A moderation model and quantile regression analysis are used. The results show that command-and-control and market-based environmental regulations negatively impact energy efficiency, particularly at lower quantiles such as the 0.1 quantiles and in regions with lower energy efficiency levels. Market-based regulations also significantly reduce energy efficiency in areas with low energy efficiency, while their impact is relatively less substantial in regions with higher energy efficiency. The study concludes that advancing marketization policies represents a strategic opportunity to mitigate the adverse impacts of stringent environmental regulations on energy efficiency, thereby fostering sustainable economic development in China.
description: This study explores the impact of environmental regulations and marketization on energy efficiency in China. A moderation model and quantile regression analysis are used. The results show that command-and-control and market-based environmental regulations negatively impact energy efficiency, particularly at lower quantiles such as the 0.1 quantiles and in regions with lower energy efficiency levels. Market-based regulations also significantly reduce energy efficiency in areas with low energy efficiency, while their impact is relatively less substantial in regions with higher energy efficiency. The study concludes that advancing marketization policies represents a strategic opportunity to mitigate the adverse impacts of stringent environmental regulations on energy efficiency, thereby fostering sustainable economic development in China.
DOI: 10.57760/sciencedb.08726
title: Photoelectrocatalytic Removal of Trichloroethylene by Iron Modified Titanate Nanotube Arrays Photoelectrode
title: Photoelectrocatalytic Removal of Trichloroethylene by Iron Modified Titanate Nanotube Arrays Photoelectrode

description: Original data for the research paper “Photoelectrocatalytic Removal of Trichloroethylene by Iron Modified Titanate Nanotube Arrays Photoelectrode”.
description: Original data for the research paper “Photoelectrocatalytic Removal of Trichloroethylene by Iron Modified Titanate Nanotube Arrays Photoelectrode”.
DOI: 10.57760/sciencedb.j00001.01097
title: A spatial and temporal data set of Modified Soil Adjusted Vegetation Index in the Ring Tarim Basin from 1990 to 2021
title: 环塔里木盆地1990–2021 年改进型土壤调整植被指数时空数据集

description: This dataset contains the spatial-temporal distribution data of the Modified Soil Adjusted Vegetation Index (MSAVI) in the vegetation growth season (April October) around the Tarim Basin. The dataset is stored in a folder named "MSAVI Dataset". The folder contains seven periods of data from 1990 to 2021 in 1990, 1995, 1999, 2005, 2010, 2015 and 2021. The data naming method is "Year+MSAVI", The projection coordinate system of the dataset is WGS1984-Albers. The data types are all in GeoTIFF format, with a spatial resolution of 30 meters and a data volume of approximately 40.6 GB. It can be read, viewed, analyzed, processed, and applied in conventional geographic information system software and remote sensing platforms such as ArcGIS, QGIS, ENVI, and ERDAS IMAGINE. 
description: This dataset contains the spatial-temporal distribution data of the Modified Soil Adjusted Vegetation Index (MSAVI) in the vegetation growth season (April October) around the Tarim Basin. The dataset is stored in a folder named "MSAVI Dataset". The folder contains seven periods of data from 1990 to 2021 in 1990, 1995, 1999, 2005, 2010, 2015 and 2021. The data naming method is "Year+MSAVI", The projection coordinate system of the dataset is WGS1984-Albers. The data types are all in GeoTIFF format, with a spatial resolution of 30 meters and a data volume of approximately 40.6 GB. It can be read, viewed, analyzed, processed, and applied in conventional geographic information system software and remote sensing platforms such as ArcGIS, QGIS, ENVI, and ERDAS IMAGINE.
DOI: 10.6084/m9.figshare.27964689
title: Supplement to paper “Multi-scale controls on Veining in New Zealand Basement Rocks: implications for geothermal fluid circulation”

description: Supplemental file to manuscript “Multi-scale controls on Veining in New Zealand Basement Rocks: implications for deep geothermal fluid circulation”. C. Massiot, S.D. Milicich, S. Jylhänkangas, N. Mortimer, R. Morgenstern and I. Chambefort. Submitted to NZJGG journal..zip files contain orthophotography from drone imagery and digitisation of veins at Awakeri quarry (at various outcrop lcoations) and Rarangi (Monkey Bay)..zip file contains data of veins for manual and digitised veins:GW_mapped_areas: area of each outcrop section at both sites (Awakeri quarry and Rarangi) -- updated 2025-04-03 to specify which lines correspond to "Low Resolution" mapping (_LR).GW_manual_measurements: orientation and thickness of features measured manually at both sitesGW_veins_digitised: length and thickness of veins digitised in GIS. OBJECT refers to the ArcGIS internal ID.The .pdf file is the Supplementary File 1 that contains a literature review, additional figures, pictures of the outcrop digitising of veins and thin section photographs.<br>
DOI: 10.6084/m9.figshare.27964689.v2
title: Supplement to paper “Multi-scale controls on Veining in New Zealand Basement Rocks: implications for geothermal fluid circulation”

description: Supplemental file to manuscript “Multi-scale controls on Veining in New Zealand Basement Rocks: implications for deep geothermal fluid circulation”. C. Massiot, S.D. Milicich, S. Jylhänkangas, N. Mortimer, R. Morgenstern and I. Chambefort. Submitted to NZJGG journal..zip files contain orthophotography from drone imagery and digitisation of veins at Awakeri quarry (at various outcrop lcoations) and Rarangi (Monkey Bay)..zip file contains data of veins for manual and digitised veins:GW_mapped_areas: area of each outcrop section at both sites (Awakeri quarry and Rarangi) -- updated 2025-04-03 to specify which lines correspond to "Low Resolution" mapping (_LR).GW_manual_measurements: orientation and thickness of features measured manually at both sitesGW_veins_digitised: length and thickness of veins digitised in GIS. OBJECT refers to the ArcGIS internal ID.<br>
DOI: 10.57760/sciencedb.21519
title: Data used in the research
title: 公众关注与实体企业金融化——来自A股上市企业的经验证据

description: Research data on public attention and the degree of financialization of physical enterprises from 2010 to 2022 
description: Research data on public attention and the degree of financialization of physical enterprises from 2010 to 2022
DOI: 10.57760/sciencedb.22857
title: SD10: a large-scale and multi-scale benchmark dataset for steel surface defect detection
title: SD10：面向钢材表面缺陷检测的大规模多尺度基准数据集

description: In the development of surface defect detection algorithms for steel, benchmark datasets play a crucial role. However, the widely used benchmark datasets generally suffer from limited scale, insufficient coverage of defect categories, and poor annotation accuracy, making it difficult to meet the growing demand for surface defect detection in steel. To this end, this study constructed and annotated a large-scale, multi-scale benchmark dataset SD10 (Steel Defect Detection) covering 10 typical types of defects: Crazing, Inclusion, Patches, Pitted Surface, Rolled in Scale, Scratches, Blowhole, Break, Fray, and Uneven. The dataset aims to break through the application bottleneck of existing datasets, provide high-quality and reliable data support for in-depth research and optimization iteration of steel surface defect detection algorithms. 
description: In the development of surface defect detection algorithms for steel, benchmark datasets play a crucial role. However, the widely used benchmark datasets generally suffer from limited scale, insufficient coverage of defect categories, and poor annotation accuracy, making it difficult to meet the growing demand for surface defect detection in steel. To this end, this study constructed and annotated a large-scale, multi-scale benchmark dataset SD10 (Steel Defect Detection) covering 10 typical types of defects: Crazing, Inclusion, Patches, Pitted Surface, Rolled in Scale, Scratches, Blowhole, Break, Fray, and Uneven. The dataset aims to break through the application bottleneck of existing datasets, provide high-quality and reliable data support for in-depth research and optimization iteration of steel surface defect detection algorithms.
DOI: 10.6084/m9.figshare.28877369
title: <b>MACEDONIA OS: A Unified Scalar Field-Based Consciousness and Operating System Architecture</b>

description: A novel operating system and consciousness modeling structure based on the A+M[S] framework, integrating Core Lattice Collapse (CLC), Core Lattice Unit (CLU) timing, Scalar Field Emergent Engine (SFEE), House System scaling, and Sacred Geometry pattern encoding. Created and authored by Jeffrey Siergiej.NOTE TO ALL USERS:<br>This work, MACEDONIA OS and A+M[S], is licensed for personal, research, and educational use only.<br>Commercial use, resale, modification, or repackaging is prohibited without the express written consent of the creator, Jeffrey Siergiej.<br>Unauthorized commercial use will be considered infringement.<br>Protected under Common Law Copyright and DMCA.<br><br>
DOI: 10.57760/sciencedb.23008
title: Thymosin α1-Induced Secretion of IL-15/RA Complex by THP-1 Derived Dendritic Cells Restrains HIV Latency In Vitro
title: Thymosin α1-Induced Secretion of IL-15/RA Complex by THP-1 Derived Dendritic Cells Restrains HIV Latency In Vitro

description: Thymosin α1-Induced Secretion of IL-15/RA Complex by THP-1 Derived Dendritic Cells Restrains HIV Latency In Vitro
description: Thymosin α1-Induced Secretion of IL-15/RA Complex by THP-1 Derived Dendritic Cells Restrains HIV Latency In Vitro
DOI: 10.57760/sciencedb.09075
title: A dataset of transcriptomic results of pregnant Hunlunbeier sheep
title: A dataset of transcriptomic results of pregnant Hunlunbeier sheep

description: Additional file 1 The gene list of expressed in all samples.Additional file 2 The gene list of all shared genes betwwen Hulunbeier and Hu sheep.Additional file 3The list of top 3000 genes expressed in all samples.Additional file 4 The list of DEGs between groups.Additional file 5 The list of expressed genes related to thermogenesis in all samples.Additional file 6 The list of expressed genes related to VFA utilization in all samples.
description: Additional file 1 The gene list of expressed in all samples.Additional file 2 The gene list of all shared genes betwwen Hulunbeier and Hu sheep.Additional file 3The list of top 3000 genes expressed in all samples.Additional file 4 The list of DEGs between groups.Additional file 5 The list of expressed genes related to thermogenesis in all samples.Additional file 6 The list of expressed genes related to VFA utilization in all samples.
DOI: 10.57760/sciencedb.23221
title: Data for a study of PEDV
title: Data for a study of PEDV

description: Among the various causes of pig diarrhea, porcine epidemic diarrhea (PED) remains a severe disease causing significant economic losses to the global swine industry. Given the rapid variation of the PEDV spike (S) protein, it is crucial to investigate how S protein of different genotypes influence the pathogenicity and immunogenicity of PEDV.
description: Among the various causes of pig diarrhea, porcine epidemic diarrhea (PED) remains a severe disease causing significant economic losses to the global swine industry. Given the rapid variation of the PEDV spike (S) protein, it is crucial to investigate how S protein of different genotypes influence the pathogenicity and immunogenicity of PEDV.
DOI: 10.57760/sciencedb.12276
title: A century of knowledge growth in sedimentology
title: A century of knowledge growth in sedimentology

description: This includes a table and code for calculating lexical diversity. The table contains bibliometric data on publications within the field of sedimentology from 1902 to 2021.
description: This includes a table and code for calculating lexical diversity. The table contains bibliometric data on publications within the field of sedimentology from 1902 to 2021.