cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z2mqk2
title: Occurrence Download

description: A dataset containing 307761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Zambia, Congo, Democratic Republic of the, Congo)",
 "Geometry POLYGON((23.40852 -16.33616,26.1566 -16.53014,27.42826 -16.61635,28.78614 -16.50858,29.00699 -15.78904,29.95331 -15.0975,29.64828 -14.17002,29.02323 -11.4866,26.42602 -11.35728,24.11979 -11.3465,23.91503 -12.94147,23.35464 -13.78206,23.40852 -16.33616))",
 "OccurrenceStatus is Present",
 "Year 1994-2025"
 ]
}

 The dataset includes 307761 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084806-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.06965
title: Long-read genome assemblies reveals a cis-regulatory landscape associated with phenotypic divergence in two sister Siniperca fishes
title: 长读长基因组组装揭示两个姐妹鳜属鱼类表型趋异的顺式调控景观

description: This dataset includes genome sequencing data of Siniperca Chuatsi and Siniperca Chuatsi using Nanopore and Illumina platforms. It also includes transcriptomic sequencing data for eye, Gill, heart, intestine, kidney, stomach, testis, liver, spleen of Siniperca Chuatsi and Siniperca Chuatsi, and full-length ISO-seq transcriptomic sequencing data for muscle of Siniperca Chuatsi and Siniperca Chuatsi. CUT&Tag sequencing data of H3K4me1, H3K4me3, H3K27ac for Siniperca Chuatsi and Siniperca Chuatsi liver is also included.
description: This dataset includes genome sequencing data of Siniperca Chuatsi and Siniperca Chuatsi using Nanopore and Illumina platforms. It also includes transcriptomic sequencing data for eye, Gill, heart, intestine, kidney, stomach, testis, liver, spleen of Siniperca Chuatsi and Siniperca Chuatsi, and full-length ISO-seq transcriptomic sequencing data for muscle of Siniperca Chuatsi and Siniperca Chuatsi. CUT&Tag sequencing data of H3K4me1, H3K4me3, H3K27ac for Siniperca Chuatsi and Siniperca Chuatsi liver is also included.
DOI: 10.15468/dl.k3yxqy
title: Occurrence Download

description: A dataset containing 205599 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CABI Bioscience Fungus Collection"
 ]
}

 The dataset includes 205599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001335-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwp54y
title: Occurrence Download

description: A dataset containing 203048 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ACQUISITION_CBNMC - Atlas de la Loire"
 ]
}

 The dataset includes 203048 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001336-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.18407
title: Progression of Myelination Across Developmental Stages
title: Progression of Myelination Across Developmental Stages

description: Include a dataset with the specific parameters and settings used for the CEST 7-T MRI scanning, along with the custom MatLab scripts used for generating and processing the MRI images. This could include raw data points, analysis scripts, and the interpreted results, which are critical for validating the study's conclusions.
description: Include a dataset with the specific parameters and settings used for the CEST 7-T MRI scanning, along with the custom MatLab scripts used for generating and processing the MRI images. This could include raw data points, analysis scripts, and the interpreted results, which are critical for validating the study's conclusions.
DOI: 10.6084/m9.figshare.27705417
title: Data from: Greening the concrete: socio-economic patterns of wild plant utilization in rapidly urbanizing biodiversity hotspots

description: Original dataset from: Greening the concrete: socio-economic patterns of wild plant utilization in rapidly urbanizing biodiversity hotspots
DOI: 10.57760/sciencedb.14060
title: Low Crosstalk Waveguide Crossing for Lithium Niobate Integration Application
title: 铌酸锂集成应用的低串扰交叉波导

description: With the development of thin-film lithium niobate (TFLN) in the field of integrated photonics, it has become particularly important to achieve large-scale integration. The multi-channel waveguide crossing which has low crosstalk and loss can enhance the integration density and routing flexibility. Due to the anisotropy of lithium niobate, we propose and demonstrate 2×2 waveguide crossing with different waveguide sizes based on the self-imaging. The waveguide crossing based on 600 nm X-cut TFLN. The crosstalk of those crossings are less than-33.31 and-30.81 dB, respectively, in C-band. The corresponding insertion loss minima are about 0.094 dB and 0.356 dB, respectively.
description: With the development of thin-film lithium niobate (TFLN) in the field of integrated photonics, it has become particularly important to achieve large-scale integration. The multi-channel waveguide crossing which has low crosstalk and loss can enhance the integration density and routing flexibility. Due to the anisotropy of lithium niobate, we propose and demonstrate 2×2 waveguide crossing with different waveguide sizes based on the self-imaging. The waveguide crossing based on 600 nm X-cut TFLN. The crosstalk of those crossings are less than-33.31 and-30.81 dB, respectively, in C-band. The corresponding insertion loss minima are about 0.094 dB and 0.356 dB, respectively.
DOI: 10.15468/dl.9h8qa5
title: Occurrence Download

description: A dataset containing 203462 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UAM Herbarium (ALA), Vascular Plant Collection (Arctos)"
 ]
}

 The dataset includes 203462 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001334-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.space.00802
title: Experimental data of "Methodology for Evaluating the Generalization of ResNet"
title: 《一种评估 ResNet 泛化性的方法》的实验数据

description: This repository contains images from the thesis and experimental result data, where the experimental result data is recorded in an Excel sheet with three columns containing the values of the model's training accuracy, testing accuracy, and generalizability assessment metrics, including IoU,IoU-B, Spectral Norm, EI, and Nuclear Norm.
description: This repository contains images from the thesis and experimental result data, where the experimental result data is recorded in an Excel sheet with three columns containing the values of the model's training accuracy, testing accuracy, and generalizability assessment metrics, including IoU,IoU-B, Spectral Norm, EI, and Nuclear Norm.
DOI: 10.57760/sciencedb.17826
title: A dataset on fluorescence, photosynthesis gas exchange, and leaf traits of Hainan tropical rainforest plant species
title: 海南热带雨林植物光合荧光气体交换和叶功能性状数据集

description: Here is a dataset offers the information on fluorescence, photosynthesis gas exchange, and leaf traits for 48 species in the tropical rainforest of Qixianling Hot Spring National Forest Park in Baoting, China. This dataset consists of 5 subsets in total. The subsets comprise: 1. Species list file; 2. Raw data files for fluorescence photosynthetic gas exchange, totaling 5,328 records; 3. Leaf functional traits and environmental factors file, totaling 144 records; 4. Response curve fitting parameters files, totaling 432 records; 5. Species identification images. The dataset consists of 5 subsets in total. The subsets comprise: 1. Species list file; 2. Raw data files for fluorescence photosynthetic gas exchange, totaling 5,328 records; 3. Leaf functional traits and environmental factors file, totaling 144 records; 4. Response curve fitting parameters files, totaling 432 records; 5. Species identification images. This dataset contributes valuable firsthand information to researchers, providing basic data for further studies on the photosynthetic physiological characteristics, ecological adaptation strategies, and responses to environmental changes of tropical plants.
description: Here is a dataset offers the information on fluorescence, photosynthesis gas exchange, and leaf traits for 48 species in the tropical rainforest of Qixianling Hot Spring National Forest Park in Baoting, China. This dataset consists of 5 subsets in total. The subsets comprise: 1. Species list file; 2. Raw data files for fluorescence photosynthetic gas exchange, totaling 5,328 records; 3. Leaf functional traits and environmental factors file, totaling 144 records; 4. Response curve fitting parameters files, totaling 432 records; 5. Species identification images. The dataset consists of 5 subsets in total. The subsets comprise: 1. Species list file; 2. Raw data files for fluorescence photosynthetic gas exchange, totaling 5,328 records; 3. Leaf functional traits and environmental factors file, totaling 144 records; 4. Response curve fitting parameters files, totaling 432 records; 5. Species identification images. This dataset contributes valuable firsthand information to researchers, providing basic data for further studies on the photosynthetic physiological characteristics, ecological adaptation strategies, and responses to environmental changes of tropical plants.
DOI: 10.57760/sciencedb.j00052.00067
title: Meta-analysis of the Relationship between Prosocial Behavior and Subjective Well-being: The Mediating Role of Basic Psychological Needs
title: 亲社会行为与主观幸福感的元分析： 基本心理需要的中介作用

description: To clarify the relationship between prosocial behavior and subjective well-being, this study conducted a meta-analysis using a random-effects model on 51 included studies. The results show that prosocial behavior is moderately positively correlated with subjective well-being and its dimensional indicators of life satisfaction and positive emotion, and is weakly negatively correlated with the dimensional indicator of negative emotion. Cultural background moderates the relationship between prosocial behavior and subjective well-being, with the relationship being stronger in contexts with lower individualistic tendencies. Basic psychological needs mediate the relationship between the two. This study provides evidence to support interventions aimed at enhancing prosocial awareness to improve individual well-being.
description: To clarify the relationship between prosocial behavior and subjective well-being, this study conducted a meta-analysis using a random-effects model on 51 included studies. The results show that prosocial behavior is moderately positively correlated with subjective well-being and its dimensional indicators of life satisfaction and positive emotion, and is weakly negatively correlated with the dimensional indicator of negative emotion. Cultural background moderates the relationship between prosocial behavior and subjective well-being, with the relationship being stronger in contexts with lower individualistic tendencies. Basic psychological needs mediate the relationship between the two. This study provides evidence to support interventions aimed at enhancing prosocial awareness to improve individual well-being.
DOI: 10.57760/sciencedb.07878
title: Technical Validation Experiments for "MMFW-UAV Dataset: Multi-Sensor and Multi-View Fixed-Wing UAV Dataset For Air-to-Air Vision Tasks"
title: Technical Validation Experiments for "MMFW-UAV Dataset: Multi-Sensor and Multi-View Fixed-Wing UAV Dataset For Air-to-Air Vision Tasks"

description: This dataset is a subset of the MMFW-UAV Dataset used for technical validation experiments in the paper "MMFW-UAV Dataset: Multi Sensor and Multi View Fixed Wing UAV Dataset For Air to Air Vision Tasks". Specifically, 3,000 images with different views were randomly selected from the image datasets collected by different types of sensors, and three experimental sub-datasets were created, i.e., Zoom-Sensor-Subset, Wide-Angle-Sensor-Subset, and Thermal-Imaging-Sensor-Subset. These subsets were further divided into training and validation sets according to the ratio of 8:1:1.
description: This dataset is a subset of the MMFW-UAV Dataset used for technical validation experiments in the paper "MMFW-UAV Dataset: Multi Sensor and Multi View Fixed Wing UAV Dataset For Air to Air Vision Tasks". Specifically, 3,000 images with different views were randomly selected from the image datasets collected by different types of sensors, and three experimental sub-datasets were created, i.e., Zoom-Sensor-Subset, Wide-Angle-Sensor-Subset, and Thermal-Imaging-Sensor-Subset. These subsets were further divided into training and validation sets according to the ratio of 8:1:1.
DOI: 10.57760/sciencedb.10408
title: Data based on the study of 'Parameterization of secondary ionization rates and photoelectron heating rates of Venus and Mars'
title: Data based on the study of 'Parameterization of secondary ionization rates and photoelectron heating rates of Venus and Mars'

description: This dataset includes drawing codes, simulation data output from the photoelectron twostream model, and the data of secondary ionization rate and photoelectron heating rate from the parameterization model.
description: This dataset includes drawing codes, simulation data output from the photoelectron twostream model, and the data of secondary ionization rate and photoelectron heating rate from the parameterization model.
DOI: 10.57760/sciencedb.08204
title: The Compression Package of Experimental Dataset of the paper
title: 本文实验数据集压缩包

description: 这是用户属性、微博帖子、多模态信息等多维度特征的组合，旨在为社交平台上的大量互联网用户智能识别网络谣言传播者。此软件包包含 5 个 excel 文件，它们是[1] （原始数据）网络谣言信息传播者、网络爬虫用户数据。[2] （原始数据）网络真实信息传播者、网络爬虫用户数据。[3] 二元分类原始数据集（预处理后和过采样前）。[4] （训练集） 过采样前的二元分类训练集。[5] （训练集） 过采样后的二元训练集。
description: 这是用户属性、微博帖子、多模态信息等多维度特征的组合，旨在为社交平台上的大量互联网用户智能识别网络谣言传播者。此软件包包含 5 个 excel 文件，它们是[1] （原始数据）网络谣言信息传播者、网络爬虫用户数据。[2] （原始数据）网络真实信息传播者、网络爬虫用户数据。[3] 二元分类原始数据集（预处理后和过采样前）。[4] （训练集） 过采样前的二元分类训练集。[5] （训练集） 过采样后的二元训练集。
DOI: 10.57760/sciencedb.08095
title: Global Horizontal Irradiance Dataset for Mauritius, Rodrigues, and Agalega Islands.
title: Global Horizontal Irradiance Dataset for Mauritius, Rodrigues, and Agalega Islands.

description: This dataset comprises of Global Horizontal Irradiance (GHI) data collected at a hourly interval from 12 sites across Mauritius, Rodrigues, and Agalega islands. The sites include Agalega, Bramsthan, Curepipe, Ferney, Goodlands, Grenade, La Mivoie, Mahebourg, Nicolay, Port Mathurin, Rose Hill, and Souillac. The data were acquired using base stations consisting of TMF100 Data Loggers and MS-802 EKO Pyranometers. Each site's data collection duration varies. The dataset is stored in CSV format and includes timestamp in the format yyyy-mm-dd HH:MM, site name, latitude, longitude, and Global Horizontal Irradiance measurements (W/m²). The Global Horizontal Irradiance data for each site was organized into individual .csv files contained in the folder named by Site, with each Site stored within its respective island directory. These island directories, in turn, were stored within the main Data directory. An example of file name format for the csv files is “MAURITIUS_Bramsthan_lat_-20.214_lon_57.737_2018-01-01_2018-01-31”, “Mauritius” corresponds to island, “Bramsthan” to the Site Name, “-20.214” to the latitude, “57.737” to the longitude, “2018-01-01” to the first date of recorded data for the csv and “2018-01-31” to the last date of recorded data for the csv.  
description: This dataset comprises of Global Horizontal Irradiance (GHI) data collected at a hourly interval from 12 sites across Mauritius, Rodrigues, and Agalega islands. The sites include Agalega, Bramsthan, Curepipe, Ferney, Goodlands, Grenade, La Mivoie, Mahebourg, Nicolay, Port Mathurin, Rose Hill, and Souillac. The data were acquired using base stations consisting of TMF100 Data Loggers and MS-802 EKO Pyranometers. Each site's data collection duration varies. The dataset is stored in CSV format and includes timestamp in the format yyyy-mm-dd HH:MM, site name, latitude, longitude, and Global Horizontal Irradiance measurements (W/m²). The Global Horizontal Irradiance data for each site was organized into individual .csv files contained in the folder named by Site, with each Site stored within its respective island directory. These island directories, in turn, were stored within the main Data directory. An example of file name format for the csv files is “MAURITIUS_Bramsthan_lat_-20.214_lon_57.737_2018-01-01_2018-01-31”, “Mauritius” corresponds to island, “Bramsthan” to the Site Name, “-20.214” to the latitude, “57.737” to the longitude, “2018-01-01” to the first date of recorded data for the csv and “2018-01-31” to the last date of recorded data for the csv.
DOI: 10.57760/sciencedb.07832
title: The data of Research on Energy Saving Optimization of Existing Rural Houses in Nantong Based on Indoor Thermal Comfort
title: The data of Research on Energy Saving Optimization of Existing Rural Houses in Nantong Based on Indoor Thermal Comfort

description: 该数据库是文章中的实验数据。
description: 该数据库是文章中的实验数据。
DOI: 10.57760/sciencedb.17451
title: The MWISP CO Data Toward the Mon OB1 Region
title: The MWISP CO Data Toward the Mon OB1 Region

description: The data is a part of the Milky Way Imaging Scroll Painting (MWISP) project using the PMO-13.7 m telescope at Delingha in China. The data region is l=[198 deg, 206 deg], b=[-0.5 deg, 3.5 deg], v=[-20, 50] km/s. The data set includes data of 12CO, 13CO, C18O (J=1-0), corresponding to Mon OB1_U.fits, Mon OB1_L.fits, Mon OB1_L2.fits. We performed a mask on the data and removed pixels with integrated intensity &lt; 3*rms. The rms data of 12CO, 13CO, C18O (J=1-0) corresponding to Mon OB1_U_rms.fits, Mon OB1_L_rms.fits, Mon OB1_L2_rms.fits.More information can be referred to our work: https://iopscience.iop.org/article/10.3847/1538-4357/ad3552
description: The data is a part of the Milky Way Imaging Scroll Painting (MWISP) project using the PMO-13.7 m telescope at Delingha in China. The data region is l=[198 deg, 206 deg], b=[-0.5 deg, 3.5 deg], v=[-20, 50] km/s. The data set includes data of 12CO, 13CO, C18O (J=1-0), corresponding to Mon OB1_U.fits, Mon OB1_L.fits, Mon OB1_L2.fits. We performed a mask on the data and removed pixels with integrated intensity &lt; 3*rms. The rms data of 12CO, 13CO, C18O (J=1-0) corresponding to Mon OB1_U_rms.fits, Mon OB1_L_rms.fits, Mon OB1_L2_rms.fits.More information can be referred to our work: https://iopscience.iop.org/article/10.3847/1538-4357/ad3552
DOI: 10.57760/sciencedb.08196
title: The RODT testing problem dataset
title: The RODT testing problem dataset

description: All files are simulated datasets, i.e., all data are computer-generated. The RODT testing file contains observations of the RODT physics field and the true full-physics field values for the three parameters. It contains full-physics field values with 81 sensors per observation.RODT testing\mu is the parameter file,RODT testing\muNor is the normalized parameter file,RODT testing\mutest is the parameter file for testing, RODT testing\power.txt is the full-physics field values for training,RODT testing\powertest.txt is the full-physics field values for validation, RODT testing\sensors.txt is the observation matrix that extract the observation.
description: All files are simulated datasets, i.e., all data are computer-generated. The RODT testing file contains observations of the RODT physics field and the true full-physics field values for the three parameters. It contains full-physics field values with 81 sensors per observation.RODT testing\mu is the parameter file,RODT testing\muNor is the normalized parameter file,RODT testing\mutest is the parameter file for testing, RODT testing\power.txt is the full-physics field values for training,RODT testing\powertest.txt is the full-physics field values for validation, RODT testing\sensors.txt is the observation matrix that extract the observation.
DOI: 10.57760/sciencedb.13651
title: Experimental data on filling and emptying of a large-scale pipeline
title: Experimental data on filling and emptying of a large-scale pipeline

description: Physical experiments are one of the important means to explore the evolution of gas-liquid interface and the oscillation mechanism of pressure in pipelines during rapid pipeline emptying. This study presents a dataset obtained from the experimental results of the flow behaviour during the rapid emptying of a large-scale pipeline. Emptying of an initially water-filled horizontal PVC pipeline driven by different upstream compressed air pressures and with different outflow restriction conditions, with motion of an air-water front through the pressurized pipeline, is investigated experimentally. The test rig includes a variety of components (e.g. tanks, flow meters, valves, pipes of different materials) and the operation procedure is rather complex. The flow behaviour is measured by this various instruments and hence a thorough hydrodynamic analysis is possible. It can be observed additional shortening of the moving full water column due to formation of a stratified water-air “tail”. All these features and data framework make the current study particularly useful as a test case for real rapid emptying situations.
description: Physical experiments are one of the important means to explore the evolution of gas-liquid interface and the oscillation mechanism of pressure in pipelines during rapid pipeline emptying. This study presents a dataset obtained from the experimental results of the flow behaviour during the rapid emptying of a large-scale pipeline. Emptying of an initially water-filled horizontal PVC pipeline driven by different upstream compressed air pressures and with different outflow restriction conditions, with motion of an air-water front through the pressurized pipeline, is investigated experimentally. The test rig includes a variety of components (e.g. tanks, flow meters, valves, pipes of different materials) and the operation procedure is rather complex. The flow behaviour is measured by this various instruments and hence a thorough hydrodynamic analysis is possible. It can be observed additional shortening of the moving full water column due to formation of a stratified water-air “tail”. All these features and data framework make the current study particularly useful as a test case for real rapid emptying situations.