cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24803694.v1
title: Dataset for responses of soil nitrogen pools to litter input under nitrogen addition

description: In this dataset, we compiled 1263 observations from 34 field studies. This dataset includes individual litter input, individual nitrogen addition, and combined litter input and nitrogen addition, and covers multiple variables of soil nitrogen and phosphorus pools.
DOI: 10.6084/m9.figshare.24486184
title: Data from: Biodiversity-ecosystem functioning relationships under water level regulation: aquatic plant biomass is more strongly related to species diversity and functional redundancy than functional diversity

description: The dataset is about traits, diversity metrics and biomass of aquatic plants sampled from the Yangtze River floodplain lakes.
DOI: 10.6084/m9.figshare.24486184.v1
title: Data from: Biodiversity-ecosystem functioning relationships under water level regulation: aquatic plant biomass is more strongly related to species diversity and functional redundancy than functional diversity

description: The dataset is about traits, diversity metrics and biomass of aquatic plants sampled from the Yangtze River floodplain lakes.
DOI: 10.6084/m9.figshare.24802947
title: Sea-ice Community Composition Data analysed in: Rebecca Duncan, Janne E. Søreide, Øystein Varpe, Józef Wiktor, Vanessa Pitusi, Elaine Runge, Katherina Petrou, 2023, "<b>Spatio-temporal dynamics in microalgal communities in Arctic land-fast sea ice".</b>

description: Sea-ice Protist Community Composition Data analysed in: Rebecca Duncan, Janne E. Søreide, Øystein Varpe, Józef Wiktor, Vanessa Pitusi, Elaine Runge, Katherina Petrou, 2023, "<b>Spatio-temporal dynamics in microalgal communities in Arctic land-fast sea ice".</b>
DOI: 10.6084/m9.figshare.24802947.v1
title: Sea-ice Community Composition Data analysed in: Rebecca Duncan, Janne E. Søreide, Øystein Varpe, Józef Wiktor, Vanessa Pitusi, Elaine Runge, Katherina Petrou, 2023, "<b>Spatio-temporal dynamics in microalgal communities in Arctic land-fast sea ice".</b>

description: Sea-ice Protist Community Composition Data analysed in: Rebecca Duncan, Janne E. Søreide, Øystein Varpe, Józef Wiktor, Vanessa Pitusi, Elaine Runge, Katherina Petrou, 2023, "<b>Spatio-temporal dynamics in microalgal communities in Arctic land-fast sea ice".</b>
DOI: 10.6084/m9.figshare.24804003
title: cryptic_elapid_fire_occupancy_code.Rmd

description: Occupancy data and code used for analysis of mustard belly snake responses to fire.
DOI: 10.6084/m9.figshare.24804003.v1
title: cryptic_elapid_fire_occupancy_code.Rmd

description: Occupancy data and code used for analysis of mustard belly snake responses to fire.
DOI: 10.6084/m9.figshare.22581169
title: Monthly updated Japanese household carbon footprint

description: The main objective of this update was to incorporate monthly data up to September 2022, while also adding data at different geographical scales for comparative analysis. Specifically, we have included region-specific data for all years and data for the entire country of Japan. In addition to these improvements, our database includes supplementary information, such as household size for per capita household emissions. We believe that these updates will provide researchers with a comprehensive resource for their data analysis needs. We are supported financially by JSPS Kaken C Number 23K11542.
DOI: 10.14458/rsu.res.2023.68
title: Cutaneous Reaction Complicated From Phototherapy In Thai Patients With Dermatological Diseases: A Retrospective Study
DOI: 10.14457/rmutk.the.2023.3
title: ความสัมพันธ์เชิงสาเหตุของปัจจัยที่มีอิทธิพลต่อการตัดสินใจซื้อ ผลิตภัณฑ์เสริมอาหารคอลลาเจน

description: งานวิจัยครั้งนี้มีวัตถุประสงค์เพื่อ 1. ศึกษาความสัมพันธ์ของความคาดหวังของลูกค้า การรับรู้คุณภาพ การรับรู้คุณค่าของผลิตภัณฑ์เสริมอาหารคอลลาเจน 2. วิเคราะห์อิทธิพลของปัจจัยที่ส่งผลต่อความพึงพอใจผลิตภัณฑ์เสริมอาหารคอลลาเจน 3. วิเคราะห์อิทธิพลของความพึงพ
DOI: 10.6084/m9.figshare.24804251
title: Additional file 1 of Plant diversity and ethnobotanical importance of home gardens in Ghana’s middle belt: a cross-sectional survey of the Sunyani municipality

description: Additional file 1. Ethnobotany index.
DOI: 10.6084/m9.figshare.24804251.v1
title: Additional file 1 of Plant diversity and ethnobotanical importance of home gardens in Ghana’s middle belt: a cross-sectional survey of the Sunyani municipality

description: Additional file 1. Ethnobotany index.
DOI: 10.6084/m9.figshare.24804271
title: Additional file 1 of Systemic sarcoidosis presenting as a rare combination of interstitial nephritis with necrotizing vasculitis and urinary retention due to prostate involvement: a case report

description: Additional file 1: Supplementary Figure S1. FDG-PET/CT findings in the patient’s kidneys. FDG-PET/CT showing mild uptake in the kidneys (red arrows). Supplementary Figure S2. FDG-PET/CT findings in the patient’s prostate. (A) FDG-PET/CT showing mild uptake in the prostate (red arrows). (B) Corresponding CT image at the same level as Figure S2A, with a red arrow showing the inserted urethral catheter.
DOI: 10.6084/m9.figshare.24804271.v1
title: Additional file 1 of Systemic sarcoidosis presenting as a rare combination of interstitial nephritis with necrotizing vasculitis and urinary retention due to prostate involvement: a case report

description: Additional file 1: Supplementary Figure S1. FDG-PET/CT findings in the patient’s kidneys. FDG-PET/CT showing mild uptake in the kidneys (red arrows). Supplementary Figure S2. FDG-PET/CT findings in the patient’s prostate. (A) FDG-PET/CT showing mild uptake in the prostate (red arrows). (B) Corresponding CT image at the same level as Figure S2A, with a red arrow showing the inserted urethral catheter.
DOI: 10.5281/zenodo.10257241
title: Velocity model of: The crustal magmatic structure beneath the Denali Volcanic Gap imaged by a dense linear seismic array.

description: Rayleigh wave ellipticity and phase velocity measurement from ambient noise were used to estimate a 2-D Vs profile in Central Alaska across the Alaska Range
DOI: 10.5281/zenodo.10257242
title: Velocity model of: The crustal magmatic structure beneath the Denali Volcanic Gap imaged by a dense linear seismic array.

description: Rayleigh wave ellipticity and phase velocity measurement from ambient noise were used to estimate a 2-D Vs profile in Central Alaska across the Alaska Range
DOI: 10.34740/kaggle/dsv/7197354
title: UFC Fighters' Statistics Dataset
DOI: 10.5281/zenodo.8287916
title: Data from 1564 earthquake/tsunami scenario simulations targeting the Nankai Trough subdection zone

description: <strong>Summary:</strong> Data from 1564 earthquake/tsunami scenario simulations targeting the Nankai Trough subduction zone Tsunami simulation solver: TUNAMI-N2 Fault rupture model: Okada model (Okada, 1985) Each scenario data comprises 247 ASCII files storing the simulated wave sequences at synthetic gauges. Every single scenario is tagged as "JNan_X.X_YYY", where X.X indicates the magnitude and YYY is a serial number. Some synthetic gauges are in identical locations to actual ocean gauges (e.g., DONET2, NOWPHAS) near Shikoku, Japan. <strong>Details of each file:</strong> <strong>data.tar.gz:</strong> A series of wave sequences (6-hour wave historical data, recorded every 5 seconds) at the 247 virtual gauges. Note that 52 GB of additional storage would be required to fully unzip this archive file with the following command. <pre><code>tar xzvf data.tar.gz</code></pre> The unzipped directory contains all scenario data as follows: <pre><code>data ├── JNan_7.6_001 ├── JNan_7.6_002 ├── JNan_7.6_003 ├── ├── ├── JNan_8.8_326 ├── JNan_8.8_327 └── JNan_8.8_328</code></pre> Each directory contains 247 files named 'pntX_YY.asc'. <pre><code>JNan_X.X_YYY ├── pnt1_01.asc ├── pnt1_02.asc ├── pnt1_03.asc ├── ├── ├── pnt5_46.asc ├── pnt5_47.asc └── pnt5_48.asc</code></pre> In each ASCII file, the time (minute) elapsed from the fault rupture is aligned in the left column, and the wave displacements (meter) from the original sea level are in the right column. <strong>quake_params.csv:</strong> The parameter used to generate 1564 earthquake scenarios caused by the rupture of rectangular fault, by means of the Okada model (Okada 1985) <strong>synthetic_gauges.csv:</strong> The locations of the 247 synthetic gauges
description: {"references": ["Okada, Yoshimitsu. \"Surface deformation due to shear and tensile faults in a half-space.\" Bulletin of the seismological society of America 75.4 (1985): 1135-1154."]}
DOI: 10.6084/m9.figshare.17213522.v1
title: Test EARTH2 n=890 age10-15y

description: Data presenting the results of the EARTH2 test by Straatemeier, M., van der Maas, H. L. J., & Jansen, B. R. J. (2008) conducted online among 890 students aged 10 to 15.The first sheet contains basic data about the survey. The second sheet contains the raw data.Results published in the article: <br>Jelinek J.A. (2023), Rozwój pojęcia kształtu Ziemi u polskich uczniów w wieku od 10 do 15 lat, <i>Forum Pedagogiczne</i>, 2(13), s. 193-206 <br>DOI: 10.21697/fp.2023.2.14Contact to the author: jajelinek@aps.edu.pl<br>
DOI: 10.6073/pasta/49bec3ac2917e494c5de4b19130e703b
title: Gridded 1-hectare estimates of shrub community structure at the Jornada Basin LTER site derived from NAIP (2011) and LiDAR (2019) data

description: This dataset contains four raster maps of shrub community structure at the Jornada Basin LTER site in southern New Mexico U.S.A. These shrub structure estimates were created by combining an existing categorical shrub map (Ji et al. 2019) with USGS LiDAR shrub height estimates from 2019. The resulting raster dataset includes four bands of spatially aligned shrub volume, cover, height, and density estimates at one hectare resolution. Data are also included in tabular format, extracted from the 1 hectare grid upon which estimates were created. These shrub structure estimates are intended to facilitate analyses of habitat structure and community dynamics within the northern Chihuahuan Desert.
DOI: 10.5517/ccdc.csd.cc2d5873
title: CCDC 2209594: Experimental Crystal Structure Determination

description: Related Article: Zhong-Wei Zhang, Zhe Feng, Jun-An Ma, Chi Wai Cheung|2023|Nat. Synth.|2|1171|doi:10.1038/s44160-023-00370-y
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.18112/openneuro.ds004718.v1.0.3
title: Le Petit Prince Hong Kong: Naturalistic fMRI and EEG dataset from older Cantonese speakers
DOI: 10.6084/m9.figshare.21687419
title: Grazing capacity change on a small Mediterranean-type South African offshore island following the control of invasive alien European rabbits (<i>Oryctolagus cuniculus</i>)

description: Invasive alien species (IAS) are one of the most important factors driving extinction rates worldwide. Among the IAS, the impacts of introduced mammals on native biodiversity are most severe, with the European rabbit (<i>Oryctolagus cuniculus</i>) being the most problematic. Globally, European rabbits have been introduced to five continents and more than 800 islands or island groups where they are a threat to biodiversity and human livelihoods. The impacts of European rabbits on biodiversity and human livelihoods have been extensively studied across the globe. However, some regions of the world, such as the offshore islands along Africa’s southern coast, have been sparsely studied. In this study, we monitored change in grazing capacity on a South African offshore island, Robben Island, following an attempt to eradicate European rabbits between 2008 and 2009. Grazing capacity on the island increased following rabbit control, driven by the recovery of palatable plant species in response to release from herbivory. There was no change in grazing capacity at sites under Eucalyptus plantations because of the inhibitory effects of the alien trees on understory vegetation dynamics. We believe that grazing capacity changes on Robben Island are indicative of potential vegetation changes on other southern African offshore islands.
DOI: 10.6084/m9.figshare.21687419.v1
title: Grazing capacity change on a small Mediterranean-type South African offshore island following the control of invasive alien European rabbits (<i>Oryctolagus cuniculus</i>)

description: Invasive alien species (IAS) are one of the most important factors driving extinction rates worldwide. Among the IAS, the impacts of introduced mammals on native biodiversity are most severe, with the European rabbit (<i>Oryctolagus cuniculus</i>) being the most problematic. Globally, European rabbits have been introduced to five continents and more than 800 islands or island groups where they are a threat to biodiversity and human livelihoods. The impacts of European rabbits on biodiversity and human livelihoods have been extensively studied across the globe. However, some regions of the world, such as the offshore islands along Africa’s southern coast, have been sparsely studied. In this study, we monitored change in grazing capacity on a South African offshore island, Robben Island, following an attempt to eradicate European rabbits between 2008 and 2009. Grazing capacity on the island increased following rabbit control, driven by the recovery of palatable plant species in response to release from herbivory. There was no change in grazing capacity at sites under Eucalyptus plantations because of the inhibitory effects of the alien trees on understory vegetation dynamics. We believe that grazing capacity changes on Robben Island are indicative of potential vegetation changes on other southern African offshore islands.
DOI: 10.23719/1529909
title: Model code and modeling results for the Inorganic Arsenic IRIS Assessment (External Review Draft)

description: These files contain the model code as well as modeling results for the draft inorganic arsenic assessment (external review draft)
DOI: 10.34740/kaggle/dsv/7197703
title: IELTS Success Stories Dataset
DOI: 10.57841/casdc.0003230
title: 珠海淇澳红树林土壤数据集
DOI: 10.6084/m9.figshare.24805081
title: data

description: Modelling complex systems, like the human heart, has made great progress over the last decades. Patient-specific models, called ‘digital twins’, can aid in diagnosing arrhythmias and personalizing treatments. However, building highly accurate predictive heart models requires a delicate balance between mathematical complexity, parameterization from measurements and validation of predictions. Cardiac electrophysiology (EP) models range from complex biophysical models to simplified phenomenological models. Complex models are accurate but computationally intensive and challenging to parameterize, while simplified models are computationally efficient but less realistic. In this paper, we propose a hybrid approach by leveraging deep learning to complete a simplified cardiac model from data. Our novel framework has two components, decomposing the dynamics into a physics based and a data-driven term. This construction allows our framework to learn from data of different complexity, while simultaneously estimating model parameters. First, using <i>in silico</i> data, we demonstrate that this framework can reproduce the complex dynamics of cardiac transmembrane potential even in the presence of noise in the data. Second, using <i>ex vivo</i> optical data of action potentials (APs), we demonstrate that our framework can identify key physical parameters for anatomical zones with different electrical properties, as well as to reproduce the AP wave characteristics obtained from various pacing locations. Our physics-based data-driven approach may improve cardiac EP modelling by providing a robust biophysical tool for predictions.
DOI: 10.6084/m9.figshare.24805081.v1
title: data

description: Modelling complex systems, like the human heart, has made great progress over the last decades. Patient-specific models, called ‘digital twins’, can aid in diagnosing arrhythmias and personalizing treatments. However, building highly accurate predictive heart models requires a delicate balance between mathematical complexity, parameterization from measurements and validation of predictions. Cardiac electrophysiology (EP) models range from complex biophysical models to simplified phenomenological models. Complex models are accurate but computationally intensive and challenging to parameterize, while simplified models are computationally efficient but less realistic. In this paper, we propose a hybrid approach by leveraging deep learning to complete a simplified cardiac model from data. Our novel framework has two components, decomposing the dynamics into a physics based and a data-driven term. This construction allows our framework to learn from data of different complexity, while simultaneously estimating model parameters. First, using <i>in silico</i> data, we demonstrate that this framework can reproduce the complex dynamics of cardiac transmembrane potential even in the presence of noise in the data. Second, using <i>ex vivo</i> optical data of action potentials (APs), we demonstrate that our framework can identify key physical parameters for anatomical zones with different electrical properties, as well as to reproduce the AP wave characteristics obtained from various pacing locations. Our physics-based data-driven approach may improve cardiac EP modelling by providing a robust biophysical tool for predictions.
DOI: 10.5517/ccdc.csd.cc2ffw81
title: CCDC 2247663: Experimental Crystal Structure Determination

description: Related Article: Zhong-Wei Zhang, Zhe Feng, Jun-An Ma, Chi Wai Cheung|2023|Nat. Synth.|2|1171|doi:10.1038/s44160-023-00370-y
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24637213
title: Readme file from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Information about data
DOI: 10.6084/m9.figshare.24637213.v1
title: Readme file from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Information about data
DOI: 10.6084/m9.figshare.24637216
title: Dataset 1 - slow cooling experiment from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data from slow cooling experiment
DOI: 10.6084/m9.figshare.24637216.v2
title: Dataset 1 - slow cooling experiment from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data from slow cooling experiment
DOI: 10.6084/m9.figshare.24637219
title: R script from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data analysis script
DOI: 10.6084/m9.figshare.24637219.v1
title: R script from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data analysis script
DOI: 10.6084/m9.figshare.24637222
title: Dataset 2 - fast cooling experiment from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data from fast cooling experiment
DOI: 10.6084/m9.figshare.24637222.v2
title: Dataset 2 - fast cooling experiment from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data from fast cooling experiment
DOI: 10.6084/m9.figshare.24637216.v1
title: Dataset 1 from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data from slow cooling experiment
DOI: 10.6084/m9.figshare.24637222.v1
title: Dataset 2 from Among-individual variation in thermal plasticity of fish metabolic rates causes profound variation in temperature-specific trait repeatability, but does not co-vary with behavioural plasticity

description: Data from fast cooling experiment
DOI: 10.5281/zenodo.10373902
title: Online trust in Information Society. Four representative database and questionnaire (Hungary, Romania, Poland, Czech Republic

description: This data collection was conducted by the Institute of the Information Society of the University of Public Service - Ludovika, and covered four Central European countries: the Czech Republic, Hungary, Poland, and Romania, with the aim of examining the characteristics of the use of information technology by the adult population in the region, mainly for communication purposes. A telephone survey was conducted in October and November 2019, and the results are representative of the population over 18 years of age in the four countries, categorized by age, gender, education, type of settlement and region.

The data set contains:



Questionnaires in the original languages (Hungarian, Czech, Romanian and Polish), and all questionnaires in English language, too.

The four databases with variables in English

Merged database of four databases

Code table about variables
DOI: 10.5281/zenodo.8267400
title: Online trust in Information Society. Four representative database and questionnaire (Hungary, Romania, Poland, Czech Republic

description: This data collection was conducted by the Institute of the Information Society of the University of Public Service - Ludovika, and covered four Central European countries: the Czech Republic, Hungary, Poland, and Romania, with the aim of examining the characteristics of the use of information technology by the adult population in the region, mainly for communication purposes. A telephone survey was conducted in October and November 2019, and the results are representative of the population over 18 years of age in the four countries, categorized by age, gender, education, type of settlement and region.

The data set contains:



Questionnaires in the original languages (Hungarian, Czech, Romanian and Polish), and all questionnaires in English language, too.

The four databases with variables in English

Merged database of four databases

Code table about variables