cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.15500
title: Cross-species Single-cell Transcriptomics Reveals Neuronal Similarities and Heterogeneity in Amniote Pallium
title: Cross-species Single-cell Transcriptomics Reveals Neuronal Similarities and Heterogeneity in Amniote Pallium

description: The amniote pallium, a vital component of the forebrain, has undergone considerable evolutionary divergence across species and is critical for a variety of functions including sensation, memory and learning. The relationship between pallial subregions in different species remain elusive, particularly regarding the identification of homologous neurons and their similar or distinct signatures. Here, we utilized single-nucleus RNA sequencing to examine over 130,000 nuclei from macaque (Macaca fascicularis) neocortex, alongside datasets from human (Homo sapiens), mouse (Mus musculus), zebra finch(Taeniopygia guttata), turtle (Chrysemys picta bellii), and lizard (Pogona vitticeps), for a cross-species comparison.
description: The amniote pallium, a vital component of the forebrain, has undergone considerable evolutionary divergence across species and is critical for a variety of functions including sensation, memory and learning. The relationship between pallial subregions in different species remain elusive, particularly regarding the identification of homologous neurons and their similar or distinct signatures. Here, we utilized single-nucleus RNA sequencing to examine over 130,000 nuclei from macaque (Macaca fascicularis) neocortex, alongside datasets from human (Homo sapiens), mouse (Mus musculus), zebra finch(Taeniopygia guttata), turtle (Chrysemys picta bellii), and lizard (Pogona vitticeps), for a cross-species comparison.
DOI: 10.15468/dl.wbmsuv
title: Occurrence Download

description: A dataset containing 249752 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Texas A&M University, S.M. Tracy Herbarium"
 ]
}

 The dataset includes 249752 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001142-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.15501
title: Stock data of Chinese listed banks
title: 中国上市银行股票数据

description: The stock closing prices of 24 listed banks in China from 2016 to 2021
description: The stock closing prices of 24 listed banks in China from 2016 to 2021
DOI: 10.57760/sciencedb.15499
title: Gully-ERFNet: A novel lightweight deep learning model for extracting erosion gullies in the black soil region of Northeast China Original code
title: Gully-ERFNet: A novel lightweight deep learning model for extracting erosion gullies in the black soil region of Northeast China Original code

description: beYou need to prepare a folder to organize this databasegully-erfnet├─dataloader├─dataset│ └─10m│   ├─biaoji│   ├─test│   ├─train│   ├─val│   └─yuantu├─Loss fucation├─networks├─options├─results├─save_models_10m├─test├─train└─valAmong them, dataloader is the function of loading data sets, dataset is the stored data sets, loss fucation is the loss function design, networks are the improved Gully-ERFNet network and erfent original network, options are the experimental setting parameters, results are the stored erosion gully extraction results, save_models is the model weight saving file, test, train, and eval are the training, testing, and verification functions of the model respectively.3.Other files include the result graphs of the two watersheds extracted by the model, the result graphs of the model comparisons, and the relevant environment configuration tables for model training.
description: beYou need to prepare a folder to organize this databasegully-erfnet├─dataloader├─dataset│ └─10m│   ├─biaoji│   ├─test│   ├─train│   ├─val│   └─yuantu├─Loss fucation├─networks├─options├─results├─save_models_10m├─test├─train└─valAmong them, dataloader is the function of loading data sets, dataset is the stored data sets, loss fucation is the loss function design, networks are the improved Gully-ERFNet network and erfent original network, options are the experimental setting parameters, results are the stored erosion gully extraction results, save_models is the model weight saving file, test, train, and eval are the training, testing, and verification functions of the model respectively.3.Other files include the result graphs of the two watersheds extracted by the model, the result graphs of the model comparisons, and the relevant environment configuration tables for model training.
DOI: 10.57760/sciencedb.15507
title: Coir-fiber-based Lumbar Support Pillow
title: Coir-fiber-based Lumbar Support Pillow

description: Data from figures and tables in the paper
description: Data from figures and tables in the paper
DOI: 10.57760/sciencedb.15517
title: Index of Service Trade Policy Barriers to Education Services and Import of Education Services for 55 Countries from 2008 - 2017"
title: Index of Service Trade Policy Barriers to Education Services and Import of Education Services for 55 Countries from 2008 - 2017"

description: The trade volume of educational services data from 2008 to 2017. This data is sourced from the TisMoS dataset published on the WTO official website, which provides import and export values for all four modes of service trade.The Policy Barrier Restrictiveness Index is derived from the WTO's STRI (Services Trade Restrictiveness Index), which measures the trade policy barriers for services. Each policy's level of restrictiveness is scored on a scale from 0 (completely open) to 100 (completely restricted). The STRI covers 23 service sectors, including banking, retail, and professional services. Mode 2 pertains to consumption abroad, and typically a country does not impose any restrictions on this mode; therefore, the STRI provides an overall restrictiveness index as well as specific indices for Modes 1, 3, and 4, but not for Mode 2. By matching the TisMoS dataset with the STRI dataset, 55 countries with high-quality data are selected as the research sample.Data of  Economic Size (GDP)、 Economic Growth Prospects (GDPgr)、Population Size (Pop) are sourced from the World Bank. Global Peace Index is from The Economist magazine.
description: The trade volume of educational services data from 2008 to 2017. This data is sourced from the TisMoS dataset published on the WTO official website, which provides import and export values for all four modes of service trade.The Policy Barrier Restrictiveness Index is derived from the WTO's STRI (Services Trade Restrictiveness Index), which measures the trade policy barriers for services. Each policy's level of restrictiveness is scored on a scale from 0 (completely open) to 100 (completely restricted). The STRI covers 23 service sectors, including banking, retail, and professional services. Mode 2 pertains to consumption abroad, and typically a country does not impose any restrictions on this mode; therefore, the STRI provides an overall restrictiveness index as well as specific indices for Modes 1, 3, and 4, but not for Mode 2. By matching the TisMoS dataset with the STRI dataset, 55 countries with high-quality data are selected as the research sample.Data of  Economic Size (GDP)、 Economic Growth Prospects (GDPgr)、Population Size (Pop) are sourced from the World Bank. Global Peace Index is from The Economist magazine.
DOI: 10.57760/sciencedb.15518
title: [Fastq] Cross-species Single-cell Transcriptomics Reveals Neuronal Similarities and Heterogeneity in Amniote Pallium
title: [Fastq] Cross-species Single-cell Transcriptomics Reveals Neuronal Similarities and Heterogeneity in Amniote Pallium

description: Fastq files of Cross-species Single-cell Transcriptomics Reveals Neuronal Similarities and Heterogeneity in Amniote Pallium's package
description: Fastq files of Cross-species Single-cell Transcriptomics Reveals Neuronal Similarities and Heterogeneity in Amniote Pallium's package
DOI: 10.57760/sciencedb.nbsdc.00117
title: Tracking and Transmission Design in Terahertz V2I Networks
title: Tracking and Transmission Design in Terahertz V2I Networks

description: This paper designs the vehicle tracking and resource allocation in the terahertz (THz) vehicle-to-infrastructure communications (V2I) networks, where roadside units (RSUs) equipped with leaky-wave antennas help to estimate the driving states of multiple vehicles and optimize the transmit power andbandwidth per vehicle after receiving the vehicles’ feedback. Different from the conventional phased arrays, the leaky-wave antenna has the potential of improving the sensing accuracy with lower system overhead thanks to its unique spatial-spectral coupling feature. The generalized mobile scenario is studied in which vehicles drive at time-varying speeds. A novel unscented Kalman filter (UKF) based solution is proposed to track the vehicles without requirement of addressing the Doppler effect. Based on the estimated states of multiple vehicles, a low complexity resource allocation method is developed to maximize the sum rate under user fairness concern. Simulation results confirm that the proposed tracking solution can evaluate the propagation angle, vehicle’s states and inter-vehicle distance accurately, and the tailored resource allocation method strikes a delicate balance between the sum rate and user fairness in the multi-vehicle V2I scenario.
description: This paper designs the vehicle tracking and resource allocation in the terahertz (THz) vehicle-to-infrastructure communications (V2I) networks, where roadside units (RSUs) equipped with leaky-wave antennas help to estimate the driving states of multiple vehicles and optimize the transmit power andbandwidth per vehicle after receiving the vehicles’ feedback. Different from the conventional phased arrays, the leaky-wave antenna has the potential of improving the sensing accuracy with lower system overhead thanks to its unique spatial-spectral coupling feature. The generalized mobile scenario is studied in which vehicles drive at time-varying speeds. A novel unscented Kalman filter (UKF) based solution is proposed to track the vehicles without requirement of addressing the Doppler effect. Based on the estimated states of multiple vehicles, a low complexity resource allocation method is developed to maximize the sum rate under user fairness concern. Simulation results confirm that the proposed tracking solution can evaluate the propagation angle, vehicle’s states and inter-vehicle distance accurately, and the tailored resource allocation method strikes a delicate balance between the sum rate and user fairness in the multi-vehicle V2I scenario.
DOI: 10.57760/sciencedb.15571
title: A dataset of primary and secondary particulate matter concentrations in 367 cities in China based on MTEA model from 2014 to 2023
title: 基于MTEA模型的中国367个城市一次和二次颗粒物浓度数据集2014-2023

description: 2.52.5时间：2014 年 1 月至 2023 年 12 月，月平均浓度;地理范围：中国 367 个地级市。数据类型：。xlsx;浓度单位：微克/立方米。
description: 2.52.5时间：2014 年 1 月至 2023 年 12 月，月平均浓度;地理范围：中国 367 个地级市。数据类型：。xlsx;浓度单位：微克/立方米。
DOI: 10.57760/sciencedb.j00186.00378
title: A dateset of Zero-valent silver nanoparticles functionalized populus tomentosa fiber
title: A dateset of Zero-valent silver nanoparticles functionalized populus tomentosa fiber

description: Here are all the original data of the charts involved in the article "Zero-valent silver nanoparticles functionalized populus tomentosa fiber for efficient capture and immobilization of iodine vapor". the test instruments, test steps and parameter Settings have been given in detail in the original article, and will not be repeated here.
description: Here are all the original data of the charts involved in the article "Zero-valent silver nanoparticles functionalized populus tomentosa fiber for efficient capture and immobilization of iodine vapor". the test instruments, test steps and parameter Settings have been given in detail in the original article, and will not be repeated here.
DOI: 10.57760/sciencedb.15614
title: Coal Mining Subsidence Area Data Set for the Kuye River Basin
title: 窟野河流域采煤沉陷区数据集

description: The primary forms of damage in subsidence areas are mining subsidence and ground fissures, leading to a unique type of underlying surface that alters the hydrological environment and hydrogeological conditions of the watershed. This phenomenon is common in the Yellow River Basin, a major coal-producing region in China, and requires urgent scientific development and management. In this study, SAR data were collected from the Kuye River sub-basin of the Yellow River Basin, and SBAS-InSAR technology was employed for baseline resolution, data enhancement, differential interference, and phase unwrapping. This approach enabled the assessment of spatial distribution characteristics of surface deformation rates and cumulative surface subsidence in the Kuye River Basin impacted by coal mining. By comparing and analyzing the spatial distribution of surface subsidence areas with coal mining areas, the study identified and extracted coal mining subsidence zones. This provides data support for the management and development of these subsidence areas. The results indicate the formation of 914 coal mining subsidence areas in the Kuye River Basin due to coal mining, covering a total area of 345.76 km², with the largest subsidence area measuring 10.01 km².
description: The primary forms of damage in subsidence areas are mining subsidence and ground fissures, leading to a unique type of underlying surface that alters the hydrological environment and hydrogeological conditions of the watershed. This phenomenon is common in the Yellow River Basin, a major coal-producing region in China, and requires urgent scientific development and management. In this study, SAR data were collected from the Kuye River sub-basin of the Yellow River Basin, and SBAS-InSAR technology was employed for baseline resolution, data enhancement, differential interference, and phase unwrapping. This approach enabled the assessment of spatial distribution characteristics of surface deformation rates and cumulative surface subsidence in the Kuye River Basin impacted by coal mining. By comparing and analyzing the spatial distribution of surface subsidence areas with coal mining areas, the study identified and extracted coal mining subsidence zones. This provides data support for the management and development of these subsidence areas. The results indicate the formation of 914 coal mining subsidence areas in the Kuye River Basin due to coal mining, covering a total area of 345.76 km², with the largest subsidence area measuring 10.01 km².
DOI: 10.15468/dl.q3tngy
title: Occurrence Download

description: A dataset containing 14756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antilocapra Ord, 1818"
 ]
}

 The dataset includes 14756 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001139-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.ecodb.00136
title: A dataset of topsoil nutrient content observed by Gansu Gannan Grassland Ecosystem National Observation and Research Station（2013–2022）
title: 2013-2022年甘肃甘南草原生态系统国家野外科学观测研究站高寒草甸长期监测样地表层土壤养分数据集

description: Following the standardized protocols of the Chinese Ecosystem Research Network (CERN), the Gansu Gannan Grassland Ecosystem National Observation and Research Station has conducted long-term monitoring of topsoil nutrient content in the alpine meadow ecosystem in Maqu county, Gansu Province,. This study compiles data from fixed sample plots collected between 2013 and 2022, including soil organic matter, total nitrogen, total phosphorus, available phosphorus, pH, ammonium nitrogen and nitrate nitrogen. The objective of this study is to provide a scientific basis and data support for sustainable use of soil protection of fragile ecological environment and restoration of degraded alpine meadow ecosystem
description: Following the standardized protocols of the Chinese Ecosystem Research Network (CERN), the Gansu Gannan Grassland Ecosystem National Observation and Research Station has conducted long-term monitoring of topsoil nutrient content in the alpine meadow ecosystem in Maqu county, Gansu Province,. This study compiles data from fixed sample plots collected between 2013 and 2022, including soil organic matter, total nitrogen, total phosphorus, available phosphorus, pH, ammonium nitrogen and nitrate nitrogen. The objective of this study is to provide a scientific basis and data support for sustainable use of soil protection of fragile ecological environment and restoration of degraded alpine meadow ecosystem
DOI: 10.15468/dl.9bd2pm
title: Occurrence Download

description: A dataset containing 247402 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of vascular plants, bryophytes and lichens from Ukrainian Grassland Database"
 ]
}

 The dataset includes 247402 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001141-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.15629
title: A dataset on the co-benefits of de-capacity in China
title: A dataset on the co-benefits of de-capacity in China

description: China is the world’s largest carbon emitter and coal de-capacity is a policy with immediate and substantial CO2 reduction effects. However, the carbon emission reduction and health co-benefits arising from the coal de-capacity are often ignored. Here, we assessed the carbon emission reductions and quantified the health co-benefits from coal de-capacity based on an analysis of the spatial and temporal distribution characteristics of the mine closures and phase out during 2016–2022. Our findings show that China had closed/phased out a total of 4027 mines with a total de-capacity of 8.75 × 108 t, spatially concentrated in Southwest and North China from 2016 to 2022. The coal life cycle emitted 1859 million t of carbon during the coal de-capacity. Importantly, 11,775 premature deaths were avoided during 2016–2022 due to reduced PM2.5 exposure as a result of coal mining. This study highlights the significant effects of coal de-capacity on carbon reduction and health co-benefits in China and provides scientific evidence and data to support the achievement of the sustainable development goals and the ‘dual carbon goals’.
description: China is the world’s largest carbon emitter and coal de-capacity is a policy with immediate and substantial CO2 reduction effects. However, the carbon emission reduction and health co-benefits arising from the coal de-capacity are often ignored. Here, we assessed the carbon emission reductions and quantified the health co-benefits from coal de-capacity based on an analysis of the spatial and temporal distribution characteristics of the mine closures and phase out during 2016–2022. Our findings show that China had closed/phased out a total of 4027 mines with a total de-capacity of 8.75 × 108 t, spatially concentrated in Southwest and North China from 2016 to 2022. The coal life cycle emitted 1859 million t of carbon during the coal de-capacity. Importantly, 11,775 premature deaths were avoided during 2016–2022 due to reduced PM2.5 exposure as a result of coal mining. This study highlights the significant effects of coal de-capacity on carbon reduction and health co-benefits in China and provides scientific evidence and data to support the achievement of the sustainable development goals and the ‘dual carbon goals’.
DOI: 10.57760/sciencedb.15631
title: A dataset of methane emissions from mine closure in China under different scenarios
title: 不同情景下中国废弃矿井甲烷排放量数据集

description: The dataset quantifies methane emissions under different scenarios of mine closure, fully reflecting the potential for emission reductions and regional differences in the phasing out of existing producing mines. Based on a dataset of 2,816 producing mines in China as of 2020 provided by China's National Energy Administration (NEA), which contains information on production capacity, years of production, mine area, and geographic location, the dataset is first digitized and geographically coordinated via Baidu Maps, and then manually matches the mine information from different sources one by one using the geographic coordinates and the name of the mines as the key fields to consolidate the information and generate a dynamic time series for each coal mine to generate dynamic time series. The dataset is stored in bit-tif format with a temporal resolution of years and a spatial resolution of 0.008°.
description: The dataset quantifies methane emissions under different scenarios of mine closure, fully reflecting the potential for emission reductions and regional differences in the phasing out of existing producing mines. Based on a dataset of 2,816 producing mines in China as of 2020 provided by China's National Energy Administration (NEA), which contains information on production capacity, years of production, mine area, and geographic location, the dataset is first digitized and geographically coordinated via Baidu Maps, and then manually matches the mine information from different sources one by one using the geographic coordinates and the name of the mines as the key fields to consolidate the information and generate a dynamic time series for each coal mine to generate dynamic time series. The dataset is stored in bit-tif format with a temporal resolution of years and a spatial resolution of 0.008°.
DOI: 10.57760/sciencedb.15632
title: China Coal Mining Water Consumption Dataset
title: China Coal Mining Water Consumption Dataset

description: Coal resource-based cities are annually plagued by significant water resource wastage, extensive land subsidence, and polluting gas emissions due to coal mining, leading to severe ecological degradation in the surrounding areas. Investigating the relationship between coal mining and water resources in China's coal resource-based cities is crucial for addressing urban energy and environmental challenges. This research encourages these cities to update coal mining technologies and management practices to promote sustainable and green development. Our study focuses on the lifecycle water usage in coal production in Chinese coal resource-based cities, utilizing the commonly employed water utilization coefficient method based on coal production data to assess water consumption. The results indicate that water consumption in coal mining is predominantly concentrated in the Inner Mongolia, Shaanxi, and Shanxi regions of the Jin-Shan-Mongolia-Ningxia-Gansu area, with relatively lower usage in other regions.
description: Coal resource-based cities are annually plagued by significant water resource wastage, extensive land subsidence, and polluting gas emissions due to coal mining, leading to severe ecological degradation in the surrounding areas. Investigating the relationship between coal mining and water resources in China's coal resource-based cities is crucial for addressing urban energy and environmental challenges. This research encourages these cities to update coal mining technologies and management practices to promote sustainable and green development. Our study focuses on the lifecycle water usage in coal production in Chinese coal resource-based cities, utilizing the commonly employed water utilization coefficient method based on coal production data to assess water consumption. The results indicate that water consumption in coal mining is predominantly concentrated in the Inner Mongolia, Shaanxi, and Shanxi regions of the Jin-Shan-Mongolia-Ningxia-Gansu area, with relatively lower usage in other regions.