cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20884237.v2
title: Data for the manuscript of “Evaluation of parameterization schemes for matric potential in frozen soil in land surface models: A modeling perspective”

description: These datasets provide all simulated results of the manuscript “Evaluation of parameterization schemes for matric potential in frozen soil in land surface models: A modeling perspective”. In this study, four modified SHAW models which incorporate different soil matric potential (SMP) schemes and driven with the same forcing data at a typical permafrost observation site, the Tanggula site at Qinghai-Tibet plateau of China, for the purpose of comparing and evaluating the performance of the SMP schemes in simulating the heat and water transport processes in permafrost regions. The four SMP scenarios include: (1) Baseline: the SHAW model with the original Campbell SMP scheme without considering the effects of soil ice; (2) P: a modified SHAW model that considers the soil ice effect of effective porosity on the SMP; (3) ICE: a modified SHAW model that considers the effect of cryosuction on the SMP; (4) P+ICE: a modified SHAW model that combines both the effects of effective porosity and cryosuction in the SMP equation. The parameter uncertainties during performance assessment were also considered by basing this work on 1000 random parameter sets for the SMP-related parameters generated by the Latin hypercube sampling method. Through comparing the simulations of the four scenarios, the performance of each SMP scheme can be evaluated.
DOI: 10.6084/m9.figshare.20884237.v1
title: Data for the manuscript of “Evaluation of parameterization schemes of frozen soil matric potential in land surface models: A modeling perspective”

description: These datasets provide all simulated results of the manuscript "Evaluation of parameterization schemes of frozen soil matric potential in land surface models: A modeling perspective". In this study, four modified SHAW models which incorporate different soil matric potential (SMP) schemes and driven with the same forcing data at a typical permafrost observation site, the Tanggula site at Qinghai-Tibet plateau of China, for the purpose of comparing and evaluating the performance of the SMP schemes in simulating the heat and water transport processes in permafrost regions. The four SMP scenarios include: (1) Baseline: the SHAW model with the original Campbell SMP scheme without considering the effects of soil ice; (2) P: a modified SHAW model that considers the soil ice effect of effective porosity on the SMP; (3) ICE: a modified SHAW model that considers the effect of cryosuction on the SMP; (4) P+ICE: a modified SHAW model that combines both the effects of effective porosity and cryosuction in the SMP equation. The parameter uncertainties during performance assessment were also considered by basing this work on 1000 random parameter sets for the SMP-related parameters generated by the Latin hypercube sampling method. Through comparing the simulations of the four scenarios, the performance of each SMP scheme can be evaluated.
DOI: 10.6084/m9.figshare.20893672
title: Salmaninezhad et al. 2022

description: The presented file is the NEXUS format of the phylogenetic trees from the paper: Globisporangium coniferarum sp. nov. a new species from conifers and Querqus sp. as well as their alignments
DOI: 10.6084/m9.figshare.20899666
title: How much is soil nitrous oxide emission reduced with biochar application? An evaluation of meta-analyses

description: This data file includes five datasets related to the impacts of biochar on soil N2O emission in cropland. The synthesized results were generated from 18 meta-analyses. No field collections and approval were required.
DOI: 10.5281/zenodo.6338452
title: Stellar Population Spectra from Bruzual & Charlot (2003)

description: Models from Bruzual & Charlot (2003; MNRAS; 344; 1000). Data was downloaded from http://www2.iap.fr/users/charlot/bc2003/ SSP_Spectra_BC2003_highResolution_imfChabrier.hdf5 Chabrier IMF High resolution spectra SSP_Spectra_BC2003_highResolution_imfSalpeter.hdf5 Salpeter IMF High resolution spectra SSP_Spectra_BC2003_lowResolution_imfChabrier.hdf5 Chabrier IMF Low resolution spectra SSP_Spectra_BC2003_lowResolution_imfSalpeter.hdf5 Salpeter IMF Low resolution spectra
description: Spectra are normalized to a population of 1M⊙.
DOI: 10.5281/zenodo.6338451
title: Stellar Population Spectra from Bruzual & Charlot (2003)

description: Models from Bruzual & Charlot (2003; MNRAS; 344; 1000). Data was downloaded from http://www2.iap.fr/users/charlot/bc2003/ SSP_Spectra_BC2003_highResolution_imfChabrier.hdf5 Chabrier IMF High resolution spectra SSP_Spectra_BC2003_highResolution_imfSalpeter.hdf5 Salpeter IMF High resolution spectra SSP_Spectra_BC2003_lowResolution_imfChabrier.hdf5 Chabrier IMF Low resolution spectra SSP_Spectra_BC2003_lowResolution_imfSalpeter.hdf5 Salpeter IMF Low resolution spectra
description: Spectra are normalized to a population of 1M⊙.
DOI: 10.6084/m9.figshare.20897764
title: Communication difficulties with the use of face coverings: A cross-sectional dataset with an Indian perspective

description: Covid – 19 has encroached human lives in many ways, amongst various other domains being affected, including health and finances, communication is the most unspoken about. This survey data was collected from a study-specific online questionnaire to review the impact of face coverings as the preventive measures taken against the pandemic on the social aspect of communication in Indian perspective, circulated via social media and filled by 313 participants. The collected data includes respondents of all age groups; 172 (18-25 years), 46 (26-40 years), 84 (41-60 years), 5 (above age 60) and 6 (below age 18). Qualitative analyses of the responses can be done to explore the effects of face coverings on communication and communicative behavior concerning Interpersonal, Intrapersonal, Comprehension and Expression domains. In addition, to search and analyze the involvement of age-related factors, if any.
DOI: 10.6084/m9.figshare.20897764.v1
title: Communication difficulties with the use of face coverings: A cross-sectional study with an Indian perspective

description: Covid – 19 has encroached human lives in many ways, amongst various other domains being affected, including health and finances, communication is the most unspoken about. This survey data was collected from a study-specific online questionnaire to review the impact of face coverings as the preventive measures taken against the pandemic on the social aspect of communication in Indian perspective, circulated via social media and filled by 313 participants. The collected data includes respondents of all age groups; 172 (18-25 years), 46 (26-40 years), 84 (41-60 years), 5 (above age 60) and 6 (below age 18). Qualitative analyses of the responses can be done to explore the effects of face coverings on communication and communicative behavior concerning Interpersonal, Intrapersonal, Comprehension and Expression domains. In addition, to search and analyze the involvement of age-related factors, if any.
DOI: 10.6084/m9.figshare.20897764.v2
title: Communication difficulties with the use of face coverings: A cross-sectional dataset with an Indian perspective

description: Covid – 19 has encroached human lives in many ways, amongst various other domains being affected, including health and finances, communication is the most unspoken about. This survey data was collected from a study-specific online questionnaire to review the impact of face coverings as the preventive measures taken against the pandemic on the social aspect of communication in Indian perspective, circulated via social media and filled by 313 participants. The collected data includes respondents of all age groups; 172 (18-25 years), 46 (26-40 years), 84 (41-60 years), 5 (above age 60) and 6 (below age 18). Qualitative analyses of the responses can be done to explore the effects of face coverings on communication and communicative behavior concerning Interpersonal, Intrapersonal, Comprehension and Expression domains. In addition, to search and analyze the involvement of age-related factors, if any.
DOI: 10.5281/zenodo.6673685
title: Multilingual SLR Pose Datasets

description: Unlabelled Sign Language Pose datasets for self-supervised pretraining.
DOI: 10.5281/zenodo.6673684
title: Multilingual SLR Pose Datasets

description: Unlabelled Sign Language Pose datasets for self-supervised pretraining.
DOI: 10.5281/zenodo.6990583
title: Multilingual SLR Pose Datasets - 2

description: Unlabelled Sign Language Pose datasets for self-supervised pretraining.
DOI: 10.5281/zenodo.6990582
title: Multilingual SLR Pose Datasets - 2

description: Unlabelled Sign Language Pose datasets for self-supervised pretraining.
DOI: 10.34740/kaggle/dsv/4159851
title: Mahanagar Yatayat Dataset
DOI: 10.5281/zenodo.7047321
title: Factors on the Mesozoic transition from flat to steep subduction of the Paleo-Pacific Plate beneath South China: Thickened oceanic crust and subduction rate

description: This dataset contains simulation results used for visualizing Figures in "Factors on the Mesozoic transition from flat to steep subduction of the Paleo-Pacific Plate beneath South China: Thickened oceanic crust and subduction rate"
DOI: 10.5281/zenodo.7047322
title: Factors on the Mesozoic transition from flat to steep subduction of the Paleo-Pacific Plate beneath South China: Thickened oceanic crust and subduction rate

description: This dataset contains simulation results used for visualizing Figures in "Factors on the Mesozoic transition from flat to steep subduction of the Paleo-Pacific Plate beneath South China: Thickened oceanic crust and subduction rate"
DOI: 10.5281/zenodo.7047637
title: Factors on the Mesozoic transition from flat to steep subduction of the Paleo-Pacific Plate beneath South China: Thickened oceanic crust and subduction rate

description: This dataset contains simulation results used for visualizing Figures in "Factors on the Mesozoic transition from flat to steep subduction of the Paleo-Pacific Plate beneath South China: Thickened oceanic crust and subduction rate"
DOI: 10.34740/kaggle/dsv/4159977
title: Elon Musk Tweets
DOI: 10.6084/m9.figshare.14575532
title: A review of the responses of medium- to large-sized African mammals to fire

description: An improved understanding of how fire affects African mammals is important for the management of both fire regimes and mammal populations. The response of mammals (&gt;5 kg) to fire was reviewed to identify habitat preferences, and to inform fire management. Sixty-four studies reported on 51 species at 34 locations. Body size was strongly correlated with fire response, with smaller grazing species more likely to respond positively to fire (i.e. to occupy recently-burnt areas) than larger browsing species. Frequently-studied species (≥4 studies) were classified as either ambivalent in their responses to fire (four large browsers) or as responding positively to fire (fourteen grazers). An additional 30 less frequently studied species (&lt;4 studies), including carnivores, were preliminarily assigned to fire response categories. Almost all studies were conducted in savanna and grassland vegetation, with the fire-prone dystrophic miombo, and more arid sites under-represented. Much of the research was aimed at establishing the preferences of a rare or declining species of concern, and fire management recommendations often called for increasing fire frequency to benefit such species. However, it is clear that co-occurring species have different requirements. We conclude therefore that managers should aim to promote spatial heterogeneity through fire application.
DOI: 10.6084/m9.figshare.14575532.v1
title: A review of the responses of medium- to large-sized African mammals to fire

description: An improved understanding of how fire affects African mammals is important for the management of both fire regimes and mammal populations. The response of mammals (&gt;5 kg) to fire was reviewed to identify habitat preferences, and to inform fire management. Sixty-four studies reported on 51 species at 34 locations. Body size was strongly correlated with fire response, with smaller grazing species more likely to respond positively to fire (i.e. to occupy recently-burnt areas) than larger browsing species. Frequently-studied species (≥4 studies) were classified as either ambivalent in their responses to fire (four large browsers) or as responding positively to fire (fourteen grazers). An additional 30 less frequently studied species (&lt;4 studies), including carnivores, were preliminarily assigned to fire response categories. Almost all studies were conducted in savanna and grassland vegetation, with the fire-prone dystrophic miombo, and more arid sites under-represented. Much of the research was aimed at establishing the preferences of a rare or declining species of concern, and fire management recommendations often called for increasing fire frequency to benefit such species. However, it is clear that co-occurring species have different requirements. We conclude therefore that managers should aim to promote spatial heterogeneity through fire application.
DOI: 10.6084/m9.figshare.20904811
title: Citas Fernando Topete

description: Citas Fernando Topete
DOI: 10.6084/m9.figshare.20904811.v1
title: Citas Fernando Topete

description: Citas Fernando Topete
DOI: 10.5281/zenodo.6917098
title: StarNet

description: StarNet is an audio collection of 104 classical music pieces obtained from their corresponding free MIDI files, some of which are selected from the MusicNet dataset, and the rest are collected from the Clarinet MIDI Files archive. The pieces include two instrument tracks, and each piece is performed by two instrument sets: strings-piano and clarinet-vibraphone. The dataset has been introduced in the paper "Music-STAR: a Style Translation system for Audio-based Re-instrumentation" and has been used to train models for musical source separation and multi-instrument timbre translation. The repository includes two files, <strong>starnet_part1.tar.gz</strong> and <strong>starnet_part2.tar.gz</strong>, each containing 52 pieces. Note that no preprocessing has been applied to the audio files. Six audio files are available per piece, including the mixtures from the two instrument sets and their stems. For instance, the first piece is represented by the following files<strong>:</strong> <strong>001.0.wav:</strong> the clarinet-vibraphone mixture <strong>001.1.wav:</strong> the clarinet track <strong>001.2.wav: </strong>the<strong> </strong>vibraphone track <strong>001.3.wav: </strong>the<strong> </strong>strings-piano mixture <strong>001.4.wav: </strong>the<strong> </strong>strings track <strong>001.5.wav: </strong>the piano track
DOI: 10.5281/zenodo.6917099
title: StarNet

description: StarNet is an audio collection of 104 classical music pieces obtained from their corresponding free MIDI files, some of which are selected from the MusicNet dataset, and the rest are collected from the Clarinet MIDI Files archive. The pieces include two instrument tracks, and each piece is performed by two instrument sets: strings-piano and clarinet-vibraphone. The dataset has been introduced in the paper "Music-STAR: a Style Translation system for Audio-based Re-instrumentation" and has been used to train models for musical source separation and multi-instrument timbre translation. The repository includes two files, <strong>starnet_part1.tar.gz</strong> and <strong>starnet_part2.tar.gz</strong>, each containing 52 pieces. Note that no preprocessing has been applied to the audio files. Six audio files are available per piece, including the mixtures from the two instrument sets and their stems. For instance, the first piece is represented by the following files<strong>:</strong> <strong>001.0.wav:</strong> the clarinet-vibraphone mixture <strong>001.1.wav:</strong> the clarinet track <strong>001.2.wav: </strong>the<strong> </strong>vibraphone track <strong>001.3.wav: </strong>the<strong> </strong>strings-piano mixture <strong>001.4.wav: </strong>the<strong> </strong>strings track <strong>001.5.wav: </strong>the piano track
DOI: 10.5281/zenodo.7048406
title: Mounded Site Boundaries

description: The dataset contains multi-period mounded site boundaries, mainly from the Khabur Basin. Please note the dataset is solely based on a desktop survey of CORONA imagery (https://corona.cast.uark.edu/). Therefore, no accuracy test was performed on the ground. Some polygons may be connected to each other if sites were considerably close together. Projection: WGS 84 / UTM zone 37N (EPSG: 32637)
DOI: 10.5281/zenodo.7048487
title: just a try

description: Just a try
DOI: 10.5281/zenodo.7048486
title: just a try

description: Just a try
DOI: 10.5281/zenodo.6897603
title: Generating Realistic Vulnerabilities via Neural Code Editing: An Empirical Study

description: Using a commonly used synthetic dataset and one real-world dataset, we investigate the potential and gaps of three state-of-the-art neural code editors (Graph2Edit, Hoppity, SequenceR) for DL-based realistic vulnerability data generation, and two state-of-the-art vulnerability detectors (Devign, ReVeal) to evaluate the effectiveness of the generated realistic vulnerability data. Once the users have Docker installed download the Docker image "neural_editors_vulgen_docker.tar.xz". Then, check the README.md for detailed steps of reproducing the experiments. Besides, we also provide the simple package of the artifact "neural_editors_vulgen.zip". The raw data of our experiments is also provided in this simple package. However, using it to reproduce the experiments requires the users to set up the enviroments and dependencies for all the five tools, which is not recommanded.
DOI: 10.5281/zenodo.6897604
title: Generating Realistic Vulnerabilities via Neural Code Editing: An Empirical Study

description: Using a commonly used synthetic dataset and one real-world dataset, we investigate the potential and gaps of three state-of-the-art neural code editors (Graph2Edit, Hoppity, SequenceR) for DL-based realistic vulnerability data generation, and two state-of-the-art vulnerability detectors (Devign, ReVeal) to evaluate the effectiveness of the generated realistic vulnerability data. Once the users have Docker installed download the Docker image "neural_editors_vulgen_docker.tar.xz". Then, check the README.md for detailed steps of reproducing the experiments. Besides, we also provide the simple package of the artifact "neural_editors_vulgen.zip". The raw data of our experiments is also provided in this simple package. However, using it to reproduce the experiments requires the users to set up the enviroments and dependencies for all the five tools, which is not recommanded.
DOI: 10.5519/qd.sxp5xmps
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (28 records)
DOI: 10.6084/m9.figshare.20905837
title: HE images of oral squamous cell carcinoma

description: Supplement to paper about epithelial-mesenchymal plasticity in oral squamous cell carcinoma. Added are H&E stained FFPE tissue samples of samples form 7 patients, including primary tumors, lymph node metastasis and unaffected lymph nodes.
DOI: 10.6073/pasta/1877a8df0b32c558754a93a1473fc4fa
title: Sampling sites where ecological indices were used to assess the impact of different environmental stressors in aquatic environments in Argentina

description: Dataset is a compilation of all sampling sites of articles where ecological indices were used to assess the impact of different environmental stressors in aquatic environments from Argentina. Points of this dataset were extracted from 78 papers published between 1996 and 2018. We selected articles that use ecological indices to analyze some local environmental problematics or stressors. Using the type of index from each article we performed the kml file, which contained the categorized sampling sites by different symbols according to the ecological index: physico-chemical, biological, geomorphological and multimetric. We carried out a map (shapefile) with all the sampling sites referenced to the ecoregions of Argentina proposed by Burkart (1999).
DOI: 10.34740/kaggle/dsv/4160356
title: Tales from the Pizza Guy
DOI: 10.34740/kaggle/dsv/4149629
title: Film Set Accidents
DOI: 10.25934/pr00007422.1
title: Available IPD datapackage for study 'A Phase 3, Randomized, Double-blind, Placebo-controlled, Parallel-group, Multicenter Study of DU-176b in Patients With NVAF Aged 80 Years or Older Who Are Ineligible for Available Oral Anticoagulation Therapy'

description: The purpose of this study is to evaluate the efficacy and safety of edoxaban in patients with non-valvular NVAF aged 80 years or older who are ineligible for available oral anticoagulation therapy.
DOI: 10.6084/m9.figshare.20089606
title: Artificial sandpit lake as a habitat of brackish diatom species

description: During a survey of diatoms in the artificial sandpit lake “Peskara” in the protected zone of the Rusanda Nature Park, a large number of brackish taxa at epipsamic and epiphytic communities were recorded (e.g. <i>Bacillaria paxillifera, Caloneis permagna, Ctenophora pulchella, Entomoneis costata. Haslea duerrenbergiana, Navicula salinarum, Nitzschia agnita, N. filiformis, Staurophora brantii, Seminavis strigosa, Tryblionella apiculata</i>). One new genus <i>Seminavis</i> and 15 diatom species were noted for the first time for the diatom flora of Serbia. Dominant taxa changed over seasons without any regularity. In spring 2021, we have observed an increased abundance of centric species <i>Thalassiosira pseudonana</i> and <i>Stephanodiscus parvus</i> while in other seasons it was difficult to discern a pattern of dominance among benthic diatoms. Metabarcoding analysis of the same sample using 18S rRNA as a gene marker confirmed the dominance of centric diatoms. This study contributes to a better understanding of brackish diatom taxa found in inland habitats, many of which can be utilized as useful tools for the ecological status assessment.
DOI: 10.6084/m9.figshare.20089606.v1
title: Artificial sandpit lake as a habitat of brackish diatom species

description: During a survey of diatoms in the artificial sandpit lake “Peskara” in the protected zone of the Rusanda Nature Park, a large number of brackish taxa at epipsamic and epiphytic communities were recorded (e.g. <i>Bacillaria paxillifera, Caloneis permagna, Ctenophora pulchella, Entomoneis costata. Haslea duerrenbergiana, Navicula salinarum, Nitzschia agnita, N. filiformis, Staurophora brantii, Seminavis strigosa, Tryblionella apiculata</i>). One new genus <i>Seminavis</i> and 15 diatom species were noted for the first time for the diatom flora of Serbia. Dominant taxa changed over seasons without any regularity. In spring 2021, we have observed an increased abundance of centric species <i>Thalassiosira pseudonana</i> and <i>Stephanodiscus parvus</i> while in other seasons it was difficult to discern a pattern of dominance among benthic diatoms. Metabarcoding analysis of the same sample using 18S rRNA as a gene marker confirmed the dominance of centric diatoms. This study contributes to a better understanding of brackish diatom taxa found in inland habitats, many of which can be utilized as useful tools for the ecological status assessment.
DOI: 10.5281/zenodo.7048652
title: Third-order momentum advection on the quasi-hexagonal C-grid on the sphere: Data and source code

description: This upload contains data and source code accompanying the paper submitted to JAMES (Journal of advances in modeling Earth systems) under the title 'Third-order momentum advection on the quasi-hexagonal C-grid on the sphere' See README files for further details.
DOI: 10.5281/zenodo.7048651
title: Third-order momentum advection on the quasi-hexagonal C-grid on the sphere: Data and source code

description: This upload contains data and source code accompanying the paper submitted to JAMES (Journal of advances in modeling Earth systems) under the title 'Third-order momentum advection on the quasi-hexagonal C-grid on the sphere' See README files for further details.