cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.20776
title: WSSRegulationBrazil
title: WSSRegulationBrazil

description: Data on WSS regulation (by agency) in Brazil. The dataset is a panel covering the years 2002 to 2021 and contains information on municipalities (GDP, urbanization, and other factors), WSS companies (costs, services), and an identification variable indicating when a municipality started being regulated by an agency.
description: Data on WSS regulation (by agency) in Brazil. The dataset is a panel covering the years 2002 to 2021 and contains information on municipalities (GDP, urbanization, and other factors), WSS companies (costs, services), and an identification variable indicating when a municipality started being regulated by an agency.
DOI: 10.57760/sciencedb.20787
title: Study of microbubble defects in the high-NA silicate-glass multi-core imaging fibers fabricated by the stack-and-draw method
title: Study of microbubble defects in the high-NA silicate-glass multi-core imaging fibers fabricated by the stack-and-draw method

description: data for "Study of microbubble defects in the high-NA silicate-glass multi-core imaging fibers fabricated by the stack-and-draw method"
description: data for "Study of microbubble defects in the high-NA silicate-glass multi-core imaging fibers fabricated by the stack-and-draw method"
DOI: 10.34740/kaggle/dsv/11591721
title: Carbon_and_water
DOI: 10.57760/sciencedb.20794
title: The raw non-targeted metabolomic data of recovery experiment
title: The raw non-targeted metabolomic data of recovery experiment

description: The Recovery Experiment of Gut Microbial Metabolic Phenotype
description: The Recovery Experiment of Gut Microbial Metabolic Phenotype
DOI: 10.57760/sciencedb.20795
title: Match Load in Brazilian Women's Professional Soccer
title: Match Load in Brazilian Women's Professional Soccer

description: This study compared different load indicators in matches from the National and State Championships of Brazilian professional women's soccer. Six official matches involving seven athletes were analyzed using metrics such as total distance covered, distances in different speed zones, accelerations, and decelerations. The results indicated that the National Championship had higher values for distances covered at speeds between 19–23 km/h and above 23 km/h, as well as a greater number of intense decelerations, particularly in the knockout stages. These differences suggest that players' physical preparation should emphasize high-speed efforts and decelerations when preparing for national competitions.
description: This study compared different load indicators in matches from the National and State Championships of Brazilian professional women's soccer. Six official matches involving seven athletes were analyzed using metrics such as total distance covered, distances in different speed zones, accelerations, and decelerations. The results indicated that the National Championship had higher values for distances covered at speeds between 19–23 km/h and above 23 km/h, as well as a greater number of intense decelerations, particularly in the knockout stages. These differences suggest that players' physical preparation should emphasize high-speed efforts and decelerations when preparing for national competitions.
DOI: 10.57760/sciencedb.20799
title: Evolutionary and Driving Factors of International Migration Network Structure Based on Social Network
title: Evolutionary and Driving Factors of International Migration Network Structure Based on Social Network

description: UN Migration Database in the world from 1990 to 2019
description: UN Migration Database in the world from 1990 to 2019
DOI: 10.57760/sciencedb.20803
title: Scalable Manufacturing of Layered Nanopartcle-Polymer Composite Films Through Evaporative Assembly
title: Scalable Manufacturing of Layered Nanopartcle-Polymer Composite Films Through Evaporative Assembly

description: The Life Science X-ray Sca`ering (LIX, 16-ID) beamline at the National Synchrotron LightSource II (NSLS-II) facility in Brookhaven National Laboratory (BNL) was used to conductmicrobeam small-angle X-ray scattering experiments. During the experiment, a two-slit systemwas used to generate an X-ray micro-beam with a full-width half-maximum of 5 μm vertically.Small sections of each film sample were positioned on a 3D-printed stage to perform X-ray scattering measurements. These measurements were conducted at room temperature understandard atmospheric conditions. To capture data across the depth of the film, the sample wasincrementally moved through a microfocused X-ray beam in 5 μm steps. This process wasrepeated at five diﬀerent positions within the film.
description: The Life Science X-ray Sca`ering (LIX, 16-ID) beamline at the National Synchrotron LightSource II (NSLS-II) facility in Brookhaven National Laboratory (BNL) was used to conductmicrobeam small-angle X-ray scattering experiments. During the experiment, a two-slit systemwas used to generate an X-ray micro-beam with a full-width half-maximum of 5 μm vertically.Small sections of each film sample were positioned on a 3D-printed stage to perform X-ray scattering measurements. These measurements were conducted at room temperature understandard atmospheric conditions. To capture data across the depth of the film, the sample wasincrementally moved through a microfocused X-ray beam in 5 μm steps. This process wasrepeated at five diﬀerent positions within the film.
DOI: 10.57760/sciencedb.20812
title: Raw data of snRNA-seq and spatial transcriptome of skeletal muscle in Taoyuan black and Duroc pigs at 180 days
title: 桃源黑猪和杜洛克猪180日龄背肌单核和空间转录组原始数据

description: Raw data of snRNA-seq and spatial transcriptome of longissimus dorsi muscle in Taoyuan black and Duroc pigs at 180 days. T represents Taoyuan black pig, D represents Duroc pig.
description: Raw data of snRNA-seq and spatial transcriptome of longissimus dorsi muscle in Taoyuan black and Duroc pigs at 180 days. T represents Taoyuan black pig, D represents Duroc pig.
DOI: 10.15468/dl.224sux
title: Occurrence Download

description: A dataset containing 6392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Month is October",
 "OccurrenceStatus is Present",
 "TaxonKey is Zonotrichia leucophrys (J.R.Forster, 1772)",
 "Year 2008-2008"
 ]
}

 The dataset includes 6392 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001211-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.20816
title: Turbulent simulation environment array receiving high-speed coherent laser communication experimental data
title: 湍流模拟环境阵列接收高速相干激光通信实验数据

description: A 10 channel, 100mm equivalent aperture phased array laser communication receiver was built, and a rotating phase screen was used to simulate turbulent environments with atmospheric coherence length r0=4cm in the laboratory environment. Coherent synthesis was achieved through feedback control phase locking. On this basis, communication experiments were conducted using the receiver. The dataset includes relevant data from related papers. Including the experimental schematic, oscilloscope voltage values of detector output signals before and after the opening of the bundle lock, communication signal spectrum and modulation method, error rate curve corresponding to the original data, and availability experimental error rate data. 
description: A 10 channel, 100mm equivalent aperture phased array laser communication receiver was built, and a rotating phase screen was used to simulate turbulent environments with atmospheric coherence length r0=4cm in the laboratory environment. Coherent synthesis was achieved through feedback control phase locking. On this basis, communication experiments were conducted using the receiver. The dataset includes relevant data from related papers. Including the experimental schematic, oscilloscope voltage values of detector output signals before and after the opening of the bundle lock, communication signal spectrum and modulation method, error rate curve corresponding to the original data, and availability experimental error rate data.
DOI: 10.57760/sciencedb.j00001.01265
title: A dataset of microscope images of Middle Devonian rock sections from Guanwushan Formation in the Western Sichuan Basin
title: 四川盆地西部中泥盆统观雾山组岩石薄片显微图像数据集

description: Following significant progress in oil and gas exploration within the Devonian Guanwushan Formation in the western Sichuan Basin (Chuanxi), research on its sedimentary reservoirs has garnered substantial attention. However, due to insufficiently thorough basic geological studies of the Middle Devonian Guanwushan Formation in western Sichuan, the current understanding of its sedimentary framework remains unclear, hindering advancements in hydrocarbon exploration. To enrich foundational geological data for this region, this study selected seven Middle Devonian Guanwushan Formation field profiles in the western Sichuan Basin and systematically collected 153 rock samples for thin-section preparation. Detailed analyses were conducted on rock types, mineral compositions and abundances, textures and structures, fossil assemblages, and diagenetic processes across different profiles. Additionally, 550 polarized micrographs were systematically documented. This research provides essential geological references for further studies on sedimentary reservoirs and hydrocarbon exploration in the Middle Devonian Guanwushan Formation of the western Sichuan Basin.
description: Following significant progress in oil and gas exploration within the Devonian Guanwushan Formation in the western Sichuan Basin (Chuanxi), research on its sedimentary reservoirs has garnered substantial attention. However, due to insufficiently thorough basic geological studies of the Middle Devonian Guanwushan Formation in western Sichuan, the current understanding of its sedimentary framework remains unclear, hindering advancements in hydrocarbon exploration. To enrich foundational geological data for this region, this study selected seven Middle Devonian Guanwushan Formation field profiles in the western Sichuan Basin and systematically collected 153 rock samples for thin-section preparation. Detailed analyses were conducted on rock types, mineral compositions and abundances, textures and structures, fossil assemblages, and diagenetic processes across different profiles. Additionally, 550 polarized micrographs were systematically documented. This research provides essential geological references for further studies on sedimentary reservoirs and hydrocarbon exploration in the Middle Devonian Guanwushan Formation of the western Sichuan Basin.
DOI: 10.57760/sciencedb.20820
title: Linking Perceptions, Emotions, and Actions: How Psychological Distance, Media Framing, and Guilt About Climate Crisis Promote Communication and Pro environmental Behavior
title: Linking Perceptions, Emotions, and Actions: How Psychological Distance, Media Framing, and Guilt About Climate Crisis Promote Communication and Pro environmental Behavior

description: This study explored the impact of psychological distance, media coverage, and guilt on communication behavior and eco-friendly actions and found that environmental interest was a significant predictor of behavior. Women and younger individuals favored face-to-face communication and public transport, while older individuals focused on energy conservation and eco-friendly purchase. Perceptions of climate crisis severity and media coverage influenced communication and eco-friendly purchase. Guilt strongly predicted information seeking and purchase intention, which emphasizes the effectiveness of emotion-based messages. The findings highlighted the need for targeted strategies across demographics and political orientations to promote pro environmental behavior.
description: This study explored the impact of psychological distance, media coverage, and guilt on communication behavior and eco-friendly actions and found that environmental interest was a significant predictor of behavior. Women and younger individuals favored face-to-face communication and public transport, while older individuals focused on energy conservation and eco-friendly purchase. Perceptions of climate crisis severity and media coverage influenced communication and eco-friendly purchase. Guilt strongly predicted information seeking and purchase intention, which emphasizes the effectiveness of emotion-based messages. The findings highlighted the need for targeted strategies across demographics and political orientations to promote pro environmental behavior.
DOI: 10.57760/sciencedb.20825
title: Raw data for the article“SARS-Related Coronavirus S-Protein Structures 1 Reveal Synergistic RBM Interactions Underpinning High-Affinity Human ACE2 Binding”
title: Raw data for the article“SARS-Related Coronavirus S-Protein Structures 1 Reveal Synergistic RBM Interactions Underpinning High-Affinity Human ACE2 Binding”

description: This zip package includes the PDBs and maps of the S-proteins and BtKY72-RBD-bACE2 complex
description: This zip package includes the PDBs and maps of the S-proteins and BtKY72-RBD-bACE2 complex
DOI: 10.57760/sciencedb.20833
title: Anxiety disrupts moral perception
title: Anxiety disrupts moral perception

description: Data from 68 subjects (36 males, aged 19.99 ± 0.94 years [mean ± SD]) were included in the analysis. Electroencephalogram (EEG) signals were continuously recorded from 64 electrodes using a NeuroScan system, digitized at a rate of 1000 Hz, and referenced online to the vertex sensor. The scalp impedance for each electrode was maintained below 5 kΩ. All channels were bandpass filtered online from 0.01 to 100 Hz in AC sampling mode. For offline analysis, we utilized the Matlab-based EEGLAB toolbox (Version 2019b, Mathworks Inc., Natick, USA) EEGLAB (Delorme & Makeig, 2004) 2021.0. After relocating electrode positions, data were re-referenced to the average of the left and right mastoids, and a bandpass filter was applied from 0.1 to 40 Hz. Segments ranged from 200 ms before word onset to 1000 ms after stimulation, with behaviorally erroneous trials excluded. To minimize the impact of electrical shocks on the EEG data, five trials following each shock were deleted in the TOS group. Independent component analysis (ICA)(Makeig et al., 2004; Onton et al., 2005) was employed to correct ocular artifacts, and any remaining artifacts with amplitudes greater than ±100 μV were automatically excluded.
description: Data from 68 subjects (36 males, aged 19.99 ± 0.94 years [mean ± SD]) were included in the analysis. Electroencephalogram (EEG) signals were continuously recorded from 64 electrodes using a NeuroScan system, digitized at a rate of 1000 Hz, and referenced online to the vertex sensor. The scalp impedance for each electrode was maintained below 5 kΩ. All channels were bandpass filtered online from 0.01 to 100 Hz in AC sampling mode. For offline analysis, we utilized the Matlab-based EEGLAB toolbox (Version 2019b, Mathworks Inc., Natick, USA) EEGLAB (Delorme & Makeig, 2004) 2021.0. After relocating electrode positions, data were re-referenced to the average of the left and right mastoids, and a bandpass filter was applied from 0.1 to 40 Hz. Segments ranged from 200 ms before word onset to 1000 ms after stimulation, with behaviorally erroneous trials excluded. To minimize the impact of electrical shocks on the EEG data, five trials following each shock were deleted in the TOS group. Independent component analysis (ICA)(Makeig et al., 2004; Onton et al., 2005) was employed to correct ocular artifacts, and any remaining artifacts with amplitudes greater than ±100 μV were automatically excluded.
DOI: 10.57760/sciencedb.j00214.00116
title: Data on digital financial capability and household wealth accumulation based on the China Household Finance Survey
title: 数字金融能力与家庭财富积累------来自中国家庭金融调查的证据

description: The data at the micro household level are selected from the 2017 and 2019 data of the China Household Finance Survey (CHFS) hosted by the China Household Finance Survey and Research Center of Southwestern University of Finance and Economics. The macro data are mainly derived from the national statistical yearbooks and provincial statistical yearbooks. In the process of data processing, this paper excludes the samples of households with household heads under the age of 18 and other data that are missing, and finally retains 18,396 valid samples for research. In addition, in order to avoid the influence of extreme values on the estimation results, this paper reduces the tail of all continuous variables such as total household assets, household size, and total household income by 1%.
description: The data at the micro household level are selected from the 2017 and 2019 data of the China Household Finance Survey (CHFS) hosted by the China Household Finance Survey and Research Center of Southwestern University of Finance and Economics. The macro data are mainly derived from the national statistical yearbooks and provincial statistical yearbooks. In the process of data processing, this paper excludes the samples of households with household heads under the age of 18 and other data that are missing, and finally retains 18,396 valid samples for research. In addition, in order to avoid the influence of extreme values on the estimation results, this paper reduces the tail of all continuous variables such as total household assets, household size, and total household income by 1%.
DOI: 10.57760/sciencedb.20852
title: Dynamic Key Vascular Anatomy Dataset for D2 Lymph Node Dissection During Laparoscopic Gastric Cancer Surgery
title: Dynamic Key Vascular Anatomy Dataset for D2 Lymph Node Dissection During Laparoscopic Gastric Cancer Surgery

description: The Laparoscopic Gastric Cancer Surgery Key Vascular Anatomy Dataset (LapGC-KVAD-30) was extracted from thirty complete surgical videos and contains annotations for fifteen types of key vessels across eight D2 lymph node dissection (LND) scenes. The LapGC-KVAD-30 uniquely contains 5303 frames that showcase the dynamic process of key vessels from initial appearance to full exposure (or ligation), providing essential information for effective and safe LND. (This dataset is also called Southern Medical University- Nanfang Hospital - Gastric Cancer - 01 Dataset, SMU-NF-GC-01)
description: The Laparoscopic Gastric Cancer Surgery Key Vascular Anatomy Dataset (LapGC-KVAD-30) was extracted from thirty complete surgical videos and contains annotations for fifteen types of key vessels across eight D2 lymph node dissection (LND) scenes. The LapGC-KVAD-30 uniquely contains 5303 frames that showcase the dynamic process of key vessels from initial appearance to full exposure (or ligation), providing essential information for effective and safe LND. (This dataset is also called Southern Medical University- Nanfang Hospital - Gastric Cancer - 01 Dataset, SMU-NF-GC-01)
DOI: 10.57760/sciencedb.20856
title: Deep Sound Synthesis Reveals Novel Category-Defining Sound Features in the Human Auditory Cortex
title: Deep Sound Synthesis Reveals Novel Category-Defining Sound Features in the Human Auditory Cortex

description: The human auditory system extracts meaning from the environment by transforming acoustic input signals into semantic categories. Specific acoustic features give rise to distinct categorical percepts, such as speech or music, and to spatially distinct preferential responses in the auditory cortex. These responses contain category-relevant information, yet their representational level and role within the acoustic-to-semantic transformation process remain unclear. We combined neuroimaging, a deep neural network, a brain-based sound synthesis, and psychophysics to identify the sound features that are internally represented in the speech- and music-selective human auditory cortex and test their functional role in sound categorization. We found that the synthetized sounds exhibit unnatural features distinct from those normally associated with speech and music, yet they elicit categorical cortical and behavioral responses resembling those of natural speech and music. Our findings provide new insights into the fundamental sound features underlying speech and music categorization in the human auditory cortex. 
description: The human auditory system extracts meaning from the environment by transforming acoustic input signals into semantic categories. Specific acoustic features give rise to distinct categorical percepts, such as speech or music, and to spatially distinct preferential responses in the auditory cortex. These responses contain category-relevant information, yet their representational level and role within the acoustic-to-semantic transformation process remain unclear. We combined neuroimaging, a deep neural network, a brain-based sound synthesis, and psychophysics to identify the sound features that are internally represented in the speech- and music-selective human auditory cortex and test their functional role in sound categorization. We found that the synthetized sounds exhibit unnatural features distinct from those normally associated with speech and music, yet they elicit categorical cortical and behavioral responses resembling those of natural speech and music. Our findings provide new insights into the fundamental sound features underlying speech and music categorization in the human auditory cortex.
DOI: 10.57760/sciencedb.20857
title: Data of urban park Dianping in Chengdu, 2006-2024
title: 成都市2006-2024城市公园大众点评数据

description: Data of urban park Dianping in Chengdu, 2006-2024
description: Data of urban park Dianping in Chengdu, 2006-2024
DOI: 10.57760/sciencedb.psych.00479
title: The mediating model of adolescent NSSI
title: 青少年非自杀性自伤的中介模型

description: This study conducted a chain mediating model that contains four variables including negative parenting, self-compassion, depression, and NSSI with 1829 Chinese adolescents. A chain mediating effect was found in this study. There was a positive connection between negative parenting and NSSI, and self-compassion and depression played chain mediating roles between negative parenting and adolescent NSSI. 
description: This study conducted a chain mediating model that contains four variables including negative parenting, self-compassion, depression, and NSSI with 1829 Chinese adolescents. A chain mediating effect was found in this study. There was a positive connection between negative parenting and NSSI, and self-compassion and depression played chain mediating roles between negative parenting and adolescent NSSI.
DOI: 10.57760/sciencedb.20864
title: Diurnal Variation of Lunar Surface Water Revealed by the 2 Chang’e-6 Lander
title: Diurnal Variation of Lunar Surface Water Revealed by the 2 Chang’e-6 Lander

description: This file includes data used in the paper.
description: This file includes data used in the paper.