cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5765521
title: ChinaHighPM1: Big Data Seamless 10 km Ground-level PM1 Dataset for China

description: ChinaHighPM<sub>1</sub> is one of the series of long-term, full-coverage, high-resolution, and high-quality datasets of ground-level air pollutants for China (i.e., ChinaHighAirPollutants, CHAP). It is generated from the big data (e.g., ground-based measurements, satellite remote sensing products, atmospheric reanalysis, and model simulations) using artificial intelligence by considering the spatiotemporal heterogeneity of air pollution. This is the big data-derived seamless (spatial coverage = 100%) daily, monthly, and yearly 10 km (i.e., D10K, M10K, and Y10K) ground-level PM<sub>1</sub> dataset in China from 2013 to 2020. This dataset yields a high quality with a cross-validation coefficient of determination (CV-R<sup>2</sup>) of 0.83 and a root-mean-square error (RMSE) of 9.25 µg m<sup>-3</sup> on a daily basis. <strong>Note that this dataset is closed access since a longer-term (2000-2021), seamless, high-resolution (1 km), and higher quality ChinaHighPM<sub>1</sub> dataset (Version 3) is available at: https://doi.org/10.5281/zenodo.3538555</strong> <strong>More CHAP datasets of different air pollutants can be found at: https://weijing-rs.github.io/product.html</strong>
description: Note that this dataset is continuously updated, and if you want to apply for more data or have any questions, please contact me (Email: weijing_rs@163.com; weijing.rs@gmail.com).
description: {"references": ["Wei, J., Li, Z., Guo, J., Sun, L., Huang, W., Xue, W., Fan, T., and Cribb, M. Satellite-derived 1-km-resolution PM1 concentrations from 2014 to 2018 across China. Environmental Science & Technology, 2019, 53(22), 13265\u201313274. https://doi.org/10.1021/acs.est.9b03258", "Wei, J., Li, Z., Li, K., Dickerson, R., Pinker, R., Wang, J., Liu, X., Sun, L., Xue, W., and Cribb, M. Full-coverage mapping and spatiotemporal variations of ground-level ozone (O3) pollution from 2013 to 2020 across China. Remote Sensing of Environment, 2022, 269, 112775. https://doi.org/10.1016/j.rse.2021.112775"]}
DOI: 10.5281/zenodo.4641560
title: ChinaHighPM1: Big Data Seamless 10 km Ground-level PM1 Dataset for China

description: ChinaHighPM<sub>1</sub> is one of the series of long-term, full-coverage, high-resolution, and high-quality datasets of ground-level air pollutants for China (i.e., ChinaHighAirPollutants, CHAP). It is generated from the big data (e.g., ground-based measurements, satellite remote sensing products, atmospheric reanalysis, and model simulations) using artificial intelligence by considering the spatiotemporal heterogeneity of air pollution. This is the big data-derived seamless (spatial coverage = 100%) daily, monthly, and yearly 10 km (i.e., D10K, M10K, and Y10K) ground-level PM<sub>1</sub> dataset in China from 2013 to 2020. This dataset yields a high quality with a cross-validation coefficient of determination (CV-R<sup>2</sup>) of 0.83 and a root-mean-square error (RMSE) of 9.25 µg m<sup>-3</sup> on a daily basis. <strong>Note that this dataset is closed access since a longer-term (2000-2021), seamless, high-resolution (1 km), and higher quality ChinaHighPM<sub>1</sub> dataset (Version 3) is available at: https://doi.org/10.5281/zenodo.3538555</strong> <strong>More CHAP datasets of different air pollutants can be found at: https://weijing-rs.github.io/product.html</strong>
description: Note that this dataset is continuously updated, and if you want to apply for more data or have any questions, please contact me (Email: weijing_rs@163.com; weijing.rs@gmail.com).
description: {"references": ["Wei, J., Li, Z., Guo, J., Sun, L., Huang, W., Xue, W., Fan, T., and Cribb, M. Satellite-derived 1-km-resolution PM1 concentrations from 2014 to 2018 across China. Environmental Science & Technology, 2019, 53(22), 13265\u201313274. https://doi.org/10.1021/acs.est.9b03258", "Wei, J., Li, Z., Li, K., Dickerson, R., Pinker, R., Wang, J., Liu, X., Sun, L., Xue, W., and Cribb, M. Full-coverage mapping and spatiotemporal variations of ground-level ozone (O3) pollution from 2013 to 2020 across China. Remote Sensing of Environment, 2022, 269, 112775. https://doi.org/10.1016/j.rse.2021.112775"]}
DOI: 10.6084/m9.figshare.21836049
title: Raw data extracted from the videos of wolves and jackals feeding simultaneously on a carcass in Maharashtra (India)

description: Raw data extracted from the videos of wolves and jackals feeding simultaneously on a carcass in Maharashtra (India). A legend is included in the archive.
DOI: 10.6084/m9.figshare.21836058
title: row data-parants skills.xlsx

description: <strong>The digital skills of parents and their development considering the ongoing Corona pandemic</strong>
DOI: 10.6084/m9.figshare.21836058.v1
title: row data-parants skills.xlsx

description: <strong>The digital skills of parents and their development considering the ongoing Corona pandemic</strong>
DOI: 10.34740/kaggle/dsv/4822652
title: Egypt Gold Prices | Daily Updated
DOI: 10.5281/zenodo.5823455
title: Isotopic Profile Database (IPDBs) for selected formula lists

description: Isotopic Profile Databases (IPDBs) were generated for a list of databases using molecular formula. IDSL.UFA software was used for generating the isotope profiles for each formula.
DOI: 10.5281/zenodo.7036239
title: Isotopic Profile Database (IPDBs) for selected formula lists

description: Isotopic Profile Databases (IPDBs) were generated for a list of databases using molecular formula. IDSL.UFA software was used for generating the isotope profiles for each formula.
DOI: 10.5281/zenodo.7065065
title: Isotopic Profile Database (IPDBs) for selected formula lists

description: Isotopic Profile Databases (IPDBs) were generated for a list of databases using molecular formula. IDSL.UFA software was used for generating the isotope profiles for each formula.
DOI: 10.5281/zenodo.5823454
title: Isotopic Profile Database (IPDBs) for selected formula lists

description: Isotopic Profile Databases (IPDBs) were generated for a list of databases using molecular formula. IDSL.UFA software was used for generating the isotope profiles for each formula.
DOI: 10.5281/zenodo.7065107
title: Isotopic Profile Database (IPDBs) for selected formula lists

description: Isotopic Profile Databases (IPDBs) were generated for a list of databases using molecular formula. IDSL.UFA software was used for generating the isotope profiles for each formula.
DOI: 10.5281/zenodo.7512923
title: Isotopic Profile Database (IPDBs) for selected formula lists

description: Isotopic Profile Databases (IPDBs) were generated for a list of databases using molecular formula. IDSL.UFA software was used for generating the isotope profiles for each formula.
DOI: 10.5281/zenodo.7512914
title: Magas-Tátra Környezetváltozások (kérdőív)

description: OTDK pályamunka kiegészítő dokumentum (kérdőív kérdéssor)
DOI: 10.5281/zenodo.7512913
title: Magas-Tátra Környezetváltozások (kérdőív)

description: OTDK pályamunka kiegészítő dokumentum (kérdőív kérdéssor)
DOI: 10.3886/e180321v3
title: ECIN Replication Package for "The Implications of Optional Practical Training Reforms on International Student Enrollments and Quality"

description: Package includes replication data for "The Implications of Optional Practical Training Reforms on International Student Enrollments and Quality". Enclosed readme.txt file provides a summary of programs. <br><br><br>
description: Response Rates: Complete coverage.
description: Sample is the universe of F-1 students matriculating in US higher education by program start date.
description: International students on F-1 visas in U.S. higher education by program start date. Smallest Geographic Unit: USA
description: other; Data collected via freedom of information act request for SEVIS student records.
DOI: 10.5519/qd.sp6mmcu8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5 records)
DOI: 10.3886/e183883
title: The role of human capital on organizational information technology capabilities: an alternative approach

description: In a constantly changing world, the abilities that organizations must collect, organize, and implement information technology resources (IT), that is, their organizational IT capabilities are increasingly recognized as fundamental to achieving superior organizational performance. In this context, the role of IT human resources is often stressed, but its nature and its relationship to IT capabilities are unclear. Thus, from the literature on human capital and theories of vision based on dynamic resources and capabilities, the present work discusses the particularities of the IT human capital and its role on the IT capabilities. For this purpose, responses from chief information officers from 246 public institutions operating in Brazil. were analyzed, based on structural equation modeling. The analyzes indicated that IT human capital has multidimensional characteristics composed of three factors: i) interpersonal skills, ii) technical skills, iii) team members' relationship with the technology itself. In addition, IT human capital is presented as an antecedent of IT capabilities, not an intrinsic factor, as is commonly presented in the literature of the area. The study presents an objective and empirically tested way to measure and assess the impact of IT human resources. Paths are also pointed out so that organizations can recruit and develop IT human capital prepared to face constantly changing environments.
DOI: 10.3886/e183883v1
title: The role of human capital on organizational information technology capabilities: an alternative approach

description: In a constantly changing world, the abilities that organizations must collect, organize, and implement information technology resources (IT), that is, their organizational IT capabilities are increasingly recognized as fundamental to achieving superior organizational performance. In this context, the role of IT human resources is often stressed, but its nature and its relationship to IT capabilities are unclear. Thus, from the literature on human capital and theories of vision based on dynamic resources and capabilities, the present work discusses the particularities of the IT human capital and its role on the IT capabilities. For this purpose, responses from chief information officers from 246 public institutions operating in Brazil. were analyzed, based on structural equation modeling. The analyzes indicated that IT human capital has multidimensional characteristics composed of three factors: i) interpersonal skills, ii) technical skills, iii) team members' relationship with the technology itself. In addition, IT human capital is presented as an antecedent of IT capabilities, not an intrinsic factor, as is commonly presented in the literature of the area. The study presents an objective and empirically tested way to measure and assess the impact of IT human resources. Paths are also pointed out so that organizations can recruit and develop IT human capital prepared to face constantly changing environments.
DOI: 10.6084/m9.figshare.21836075
title: Play in juvenile greater rheas: different modes and their evolutionary and socio-cognitive implications

description: Even if there is evidence of play from all vertebrate classes suggesting origins in deep time, descriptions of the evolution of play are surprisingly patchy. To bridge this gap, one must study play comparatively and include taxa from key phylogenetic positions. This study is the first systematic description of play in greater rheas, and thereby the first such report on any palaeognath bird. Palaeognaths represent a major subgroup of modern-day birds that have retained many ancestral features from their direct ancestors, the non-avian dinosaurs, making them an ideal window into the behaviors of the earliest birds. We recorded play behaviors of a group of captive rheas, with a focus on the modes and ontogenetic development of their play. Juveniles predominantly engaged in contagious locomotor play, adding a social component to the majority of their play bouts. Interactive social play such as wrestling appeared only around the age of 10.5 weeks and was generally rarer. Based on our findings we hypothesize that early birds, and likely also paravian dinosaurs, played in a similar fashion with a noticeable component of sociality. These hypotheses need to be expanded through more studies on different species of palaeognath birds.
DOI: 10.6084/m9.figshare.21836075.v1
title: Play in juvenile greater rheas: different modes and their evolutionary and socio-cognitive implications

description: Even if there is evidence of play from all vertebrate classes suggesting origins in deep time, descriptions of the evolution of play are surprisingly patchy. To bridge this gap, one must study play comparatively and include taxa from key phylogenetic positions. This study is the first systematic description of play in greater rheas, and thereby the first such report on any palaeognath bird. Palaeognaths represent a major subgroup of modern-day birds that have retained many ancestral features from their direct ancestors, the non-avian dinosaurs, making them an ideal window into the behaviors of the earliest birds. We recorded play behaviors of a group of captive rheas, with a focus on the modes and ontogenetic development of their play. Juveniles predominantly engaged in contagious locomotor play, adding a social component to the majority of their play bouts. Interactive social play such as wrestling appeared only around the age of 10.5 weeks and was generally rarer. Based on our findings we hypothesize that early birds, and likely also paravian dinosaurs, played in a similar fashion with a noticeable component of sociality. These hypotheses need to be expanded through more studies on different species of palaeognath birds.
DOI: 10.6084/m9.figshare.20430705
title: Projection of East Asian winter monsoon using CAM4 model

description: CAM4 model output data that can be used to produce paper figure 6-10.
DOI: 10.6084/m9.figshare.20430705.v1
title: experiment

description: CAM4 model output data that can be used to produce paper figure 6-10.
DOI: 10.6084/m9.figshare.21836109
title: PROBIT MODEL

description: Data for Determinants of internationalization of theTIF meat mexican companies.
DOI: 10.6084/m9.figshare.21836109.v1
title: PROBIT MODEL

description: Data for Determinants of internationalization of theTIF meat mexican companies.
DOI: 10.5281/zenodo.7513017
title: Materials Science Optimization Benchmark Dataset for Multi-fidelity Hard-sphere Packing Simulations

description: Benchmarks are an essential driver of progress in scientific disciplines. Ideal benchmarks mimic real-world tasks as closely as possible, where insufficient difficulty or applicability can stunt growth in the field. Benchmarks should also have sufficiently low computational overhead to promote accessibility and repeatability. The goal is then to win a "Turing test" of sorts by creating a surrogate model that is indistinguishable from the ground truth observation (at least within the dataset bounds that were explored), necessitating a large amount of data. In the fields of materials science and chemistry, industry-relevant optimization tasks are often hierarchical, noisy, multi-fidelity, multi-objective, high-dimensional, and non-linearly correlated while exhibiting mixed numerical and categorical variables subject to linear and non-linear constraints. To complicate matters, unexpected, failed simulation or experimental regions may be present in the search space. In this study, 438371 random hard-sphere packing simulations representing 279 CPU days worth of computational overhead were performed across nine input parameters with linear constraints and two discrete fidelities each with continuous fidelity parameters and results were logged to a free-tier shared MongoDB Atlas database. Two core tabular datasets resulted from this study: 1. a failure probability dataset containing unique input parameter sets and the estimated probabilities that the simulation will fail at each of the two steps, and 2. a regression dataset mapping input parameter sets (including repeats) to particle packing fractions and computational runtimes for each of the two steps. These two datasets can be used to create a surrogate model as close as possible to running the actual simulations by incorporating simulation failure and heteroskedastic noise. For the regression dataset, percentile ranks were computed within each of the groups of identical parameter sets to enable capturing heteroskedastic noise. This is in contrast with a more traditional approach that imposes a-priori assumptions such as Gaussian noise e.g., by providing a mean and standard deviation. A similar approach can be applied to other benchmark datasets to bridge the gap between optimization benchmarks with low computational overhead and realistically complex, real-world optimization scenarios.
DOI: 10.5281/zenodo.7513016
title: Materials Science Optimization Benchmark Dataset for Multi-fidelity Hard-sphere Packing Simulations

description: Benchmarks are an essential driver of progress in scientific disciplines. Ideal benchmarks mimic real-world tasks as closely as possible, where insufficient difficulty or applicability can stunt growth in the field. Benchmarks should also have sufficiently low computational overhead to promote accessibility and repeatability. The goal is then to win a "Turing test" of sorts by creating a surrogate model that is indistinguishable from the ground truth observation (at least within the dataset bounds that were explored), necessitating a large amount of data. In the fields of materials science and chemistry, industry-relevant optimization tasks are often hierarchical, noisy, multi-fidelity, multi-objective, high-dimensional, and non-linearly correlated while exhibiting mixed numerical and categorical variables subject to linear and non-linear constraints. To complicate matters, unexpected, failed simulation or experimental regions may be present in the search space. In this study, 438371 random hard-sphere packing simulations representing 279 CPU days worth of computational overhead were performed across nine input parameters with linear constraints and two discrete fidelities each with continuous fidelity parameters and results were logged to a free-tier shared MongoDB Atlas database. Two core tabular datasets resulted from this study: 1. a failure probability dataset containing unique input parameter sets and the estimated probabilities that the simulation will fail at each of the two steps, and 2. a regression dataset mapping input parameter sets (including repeats) to particle packing fractions and computational runtimes for each of the two steps. These two datasets can be used to create a surrogate model as close as possible to running the actual simulations by incorporating simulation failure and heteroskedastic noise. For the regression dataset, percentile ranks were computed within each of the groups of identical parameter sets to enable capturing heteroskedastic noise. This is in contrast with a more traditional approach that imposes a-priori assumptions such as Gaussian noise e.g., by providing a mean and standard deviation. A similar approach can be applied to other benchmark datasets to bridge the gap between optimization benchmarks with low computational overhead and realistically complex, real-world optimization scenarios.
DOI: 10.5517/ccdc.csd.cc2f084w
title: CCDC 2234577: Experimental Crystal Structure Determination

description: Related Article: Georgia A. Zissimou, Andreas Kourtellaris, Panayiotis A. Koutentis|2023|CSD Communication|||
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: 10.5281/zenodo.7486944
title: Velia, Acropoli, Unità domestica A.XV. Storytelling, backend scientifico, ricostruzioni

description: Le pendici meridionali dell’acropoli di Elea-Velia hanno restituito un ampio nucleo dell’abitato riferibile alle prime generazioni dei Focei, che fondano la città intorno al 540-535 a.C., distribuito lungo i terrazzamenti naturali. Gli edifici, di dimensioni contenute, in media 20-30 m<sup>2</sup>, presentano, generalmente, una planimetria rettangolare, suddivisa in due ambienti, di cui uno di dimensioni minori. L’unità domestica A.XV, individuata nell'ambito del progetto E-Archeo, viene proposta nella sua ultima fase di utilizzo, quando una sola delle due originarie porte di ingresso consentiva l’accesso direttamente dall’asse stradale su cui si disponeva la struttura. La ricostruzione, curata da Carraro Lab, ripropone l'edificio nel suo rapporto con la viabilità e, in particolar modo, con l'orografia antica, sottolineando uno degli aspetti caratterizzanti dell'organizzazione dell'abitato dell'acropoli. Nelle viste della parte esterna, inoltre, sono stati sviluppati i tematismi legati alle tecniche costruttive e alle soluzioni adottate per i sistemi di copertura e impermeabilizzazione dei tetti. All'interno degli ambienti, di cui non si conoscono i contesti d’uso per l’abbandono e l’obliterazione intenzionali intorno al 480 a.C., sono state suggerite, a titolo esemplificativo, alcune delle attività domestiche ricorrenti in questo ambito cronologico, mentre altri oggetti richiamano diversi aspetti della cultura materiale di Elea-Velia, sul finire del VI sec. a.C.
description: Finanziamento ALES S.p.A., Ministero della Cultura
DOI: 10.5281/zenodo.7486945
title: Velia, Acropoli, Unità domestica A.XV. Storytelling, backend scientifico, ricostruzioni

description: Le pendici meridionali dell’acropoli di Elea-Velia hanno restituito un ampio nucleo dell’abitato riferibile alle prime generazioni dei Focei, che fondano la città intorno al 540-535 a.C., distribuito lungo i terrazzamenti naturali. Gli edifici, di dimensioni contenute, in media 20-30 m<sup>2</sup>, presentano, generalmente, una planimetria rettangolare, suddivisa in due ambienti, di cui uno di dimensioni minori. L’unità domestica A.XV, individuata nell'ambito del progetto E-Archeo, viene proposta nella sua ultima fase di utilizzo, quando una sola delle due originarie porte di ingresso consentiva l’accesso direttamente dall’asse stradale su cui si disponeva la struttura. La ricostruzione, curata da Carraro Lab, ripropone l'edificio nel suo rapporto con la viabilità e, in particolar modo, con l'orografia antica, sottolineando uno degli aspetti caratterizzanti dell'organizzazione dell'abitato dell'acropoli. Nelle viste della parte esterna, inoltre, sono stati sviluppati i tematismi legati alle tecniche costruttive e alle soluzioni adottate per i sistemi di copertura e impermeabilizzazione dei tetti. All'interno degli ambienti, di cui non si conoscono i contesti d’uso per l’abbandono e l’obliterazione intenzionali intorno al 480 a.C., sono state suggerite, a titolo esemplificativo, alcune delle attività domestiche ricorrenti in questo ambito cronologico, mentre altri oggetti richiamano diversi aspetti della cultura materiale di Elea-Velia, sul finire del VI sec. a.C.
description: Finanziamento ALES S.p.A., Ministero della Cultura