cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10447650
title: Bay of Plenty Ocean Hindcast

description: The  Bay of Plenty Ocean Hindcast model is a 25+ years (1993-2020) 3D hydrodynamic hindcast for the Bay of Plenty region. While this repository contains a sample file of the daily average for one month, the full dataset can be downloaded from the Moana Project THREDDS server 

Model results are available as hourly and daily average values for temperature, salinity, velocity (u, v, w), and sea surface elevation. 

A full description of the simulation is provided by Montaño M. M., Suanda S. H., de Souza J. M. A. C. (2023). Modelled coastal circulation and Lagrangian statistics from a large coastalembayment: The case of Bay of Plenty, Aotearoa New Zealand. Estuarine Coast. Shelf Sci. 281, 108212. doi: 10.1016/j.ecss.2023.108212
DOI: 10.6084/m9.figshare.24136167.v4
title: <b>Daily dataset of air temperature, snow depth, and ground temperature for </b><b>Northern Hemisphere</b>

description: The dataset consists of three compressed files (.7z), each containing data in text format, and three metadata files for the three variables (Ta, Sd, and Tg). The data for each station is stored in separate text files, and they all have a consistent time series from 1960/01/01 to 2021/12/31. The total number of files corresponding to the number of stations provided for Ta, Sd, and Tg are as follows: 27,768 files for Ta, 32,417 files for Sd, and 659 files for Tg. Basic information about the measurement station, such as gage name, identification number (ID), coordinates, and gage elevation, is provided in the metadata files. Additionally, for Tg metadata, information about the depths with measured data is also provided. The format of each file for Ta and Sd is consistent, with columns including "Date," "Values," and "Flags." In this format, the "Values" column includes both observed data and derived data, which are determined by flag values. For example, 1 represents observed data, and 2 represents derived data. For Tg data, the columns include "Date," "Depth_," and "Flag_." Since each Tg measurement station has multiple measurement depths, data and flags are provided separately for each depth. The filename for each measurement station is set as ".txt," where latitude and longitude values are rounded to 3 digits after the decimal point.
DOI: 10.34740/kaggle/dsv/7358127
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.6084/m9.figshare.24136167.v5
title: <b>Daily dataset of air temperature, snow depth, and ground temperature for </b><b>Northern Hemisphere</b>

description: The dataset consists of three compressed files (.7z), each containing data in text format, and three metadata files for the three variables (Ta, Sd, and Tg). The data for each station is stored in separate text files, and they all have a consistent time series from 1960/01/01 to 2021/12/31. The total number of files corresponding to the number of stations provided for Ta, Sd, and Tg are as follows: 27,768 files for Ta, 32,417 files for Sd, and 659 files for Tg. Basic information about the measurement station, such as gage name, identification number (ID), coordinates, and gage elevation, is provided in the metadata files. Additionally, for Tg metadata, information about the depths with measured data is also provided. The format of each file for Ta and Sd is consistent, with columns including "Date," "Values," and "Flags." In this format, the "Values" column includes both observed data and derived data, which are determined by flag values. For example, 1 represents observed data, and 2 represents derived data. For Tg data, the columns include "Date," "Depth_," and "Flag_." Since each Tg measurement station has multiple measurement depths, data and flags are provided separately for each depth. The filename for each measurement station is set as ".txt," where latitude and longitude values are rounded to 3 digits after the decimal point.
DOI: 10.5519/qd.8oh3pc3r
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.34740/kaggle/dsv/7358138
title: Global Height Factors
DOI: 10.5281/zenodo.10463635
title: Data Augmentation for Enhanced Forecasting of Solar Energetic Particle Events

description: Project Overview: The project aims to boost the accuracy of forecasting solar energetic particle events through tailored data collection, preprocessing, augmentation techniques, and visualization tools available in the provided Python codes.

 



sep_data_collection_pipeline_100-b.ipynb: This Jupyter Notebook manages a comprehensive data collection pipeline, focusing on acquiring, cleaning, and preprocessing data for analysis of solar energetic particle events.


 



sep_nsep_da_gaussian_100mev_5h.ipynb: This Jupyter Notebook employs advanced data augmentation techniques, specifically utilizing Gaussian distributions, to enhance forecasting accuracy for solar energetic particle events within certain energy levels and time frames.


 



sep_data_collection_for_visualization.ipynb: This Jupyter Notebook concentrates on collecting and structuring data tailored for visualization purposes related to solar energetic particle events, potentially generating insightful visual representations.
DOI: 10.5281/zenodo.10463636
title: Data Augmentation for Enhanced Forecasting of Solar Energetic Particle Events

description: Project Overview: The project aims to boost the accuracy of forecasting solar energetic particle events through tailored data collection, preprocessing, augmentation techniques, and visualization tools available in the provided Python codes.

 



sep_data_collection_pipeline_100-b.ipynb: This Jupyter Notebook manages a comprehensive data collection pipeline, focusing on acquiring, cleaning, and preprocessing data for analysis of solar energetic particle events.


 



sep_nsep_da_gaussian_100mev_5h.ipynb: This Jupyter Notebook employs advanced data augmentation techniques, specifically utilizing Gaussian distributions, to enhance forecasting accuracy for solar energetic particle events within certain energy levels and time frames.


 



sep_data_collection_for_visualization.ipynb: This Jupyter Notebook concentrates on collecting and structuring data tailored for visualization purposes related to solar energetic particle events, potentially generating insightful visual representations.
DOI: 10.5281/zenodo.10467304
title: Data from: Dynamics and Structures of Amyloid Aggregates Under Fluid Flows

description: This data accompanies the paper entitled Dynamics and Structures of Amyloid Aggregates Under Fluid Flows.

The zip archive contains the results of Lattice Boltzmann Molecular Dynamics simulations of the systems investigated and presented in the manuscript. Trajectories are in XYZ format and a txt file provides the size of the simulation box for each set of simulations.
DOI: 10.5281/zenodo.10467305
title: Data from: Dynamics and Structures of Amyloid Aggregates Under Fluid Flows

description: This data accompanies the paper entitled Dynamics and Structures of Amyloid Aggregates Under Fluid Flows.

The zip archive contains the results of Lattice Boltzmann Molecular Dynamics simulations of the systems investigated and presented in the manuscript. Trajectories are in XYZ format and a txt file provides the size of the simulation box for each set of simulations.
DOI: 10.6084/m9.figshare.24955383
title: Morphology of obturator nerve

description: We believe that the morphometric data of the obturator nerve will be enlightening to the operating surgeon during the procedures like obturator nerve block, nerve transplantation and obturator nerve repair. The dimensions of obturator nerve observed in present study can be utilized as the morphological database of our sample population.
DOI: 10.6084/m9.figshare.24955383.v1
title: Morphology of obturator nerve

description: We believe that the morphometric data of the obturator nerve will be enlightening to the operating surgeon during the procedures like obturator nerve block, nerve transplantation and obturator nerve repair. The dimensions of obturator nerve observed in present study can be utilized as the morphological database of our sample population.
DOI: 10.6084/m9.figshare.24921819
title: test

description: test
DOI: 10.34740/kaggle/dsv/7358309
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.34740/kaggle/dsv/7358319
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.10460256
title: Optical properties and simple forcing efficiency of the organic aerosols and black carbon emitted by residential wood burning in rural Central Europe

description: This dataset contains the field measurements collected and used in the scientific study “Optical properties and simple forcing efficiency of the organic aerosols and black carbon emitted by residential wood burning in rural Central Europe” by Andrea Cuesta-Mosquera et al.
DOI: 10.5281/zenodo.10460257
title: Optical properties and simple forcing efficiency of the organic aerosols and black carbon emitted by residential wood burning in rural Central Europe

description: This dataset contains the field measurements collected and used in the scientific study “Optical properties and simple forcing efficiency of the organic aerosols and black carbon emitted by residential wood burning in rural Central Europe” by Andrea Cuesta-Mosquera et al.
DOI: 10.6084/m9.figshare.24799011
title: Metadata_Diazotrophy in the Southern Indian Ocean

description: These are all the data produced from the SWINGS and used in the diazotrophy paper
DOI: 10.6084/m9.figshare.24799011.v2
title: Metadata_Diazotrophy in the Southern Indian Ocean

description: These are all the data produced from the SWINGS and used in the diazotrophy paper
DOI: 10.6084/m9.figshare.24799011.v1
title: Metadata_Diazotrophy in the Southern Indian Ocean

description: These are all the data produced from the SWINGS and used in the diazotrophy paper
DOI: 10.6084/m9.figshare.23685147
title: Biogeographic context mediates multifaceted diversity-productivity relationships in island and mainland forests

description: 1. Biotic and abiotic conditions have been found to strongly influence how biodiversity affects ecosystem functioning in forests. This context dependency of biodiversity-productivity relationships in real-world ecosystems may be shaped by the biogeographic context <i>via</i> deep-time processes acting on the size and composition of the species pool such as dispersal limitation, environmental filtering, speciation, and invasibility.<i> </i>However, the role of the biogeographic context in shaping multifaceted biodiversity and forest productivity relationships remains uncertain.2. Using data from the Spanish National Forest Inventory in climatically similar forests on the Canary Islands (637 plots) and mainland Spain (1,434 plots), we investigate the extent to which aboveground productivity is determined by ecological and evolutionary processes associated with the biogeographic context. We used structural equation models to test the drivers of aboveground productivity in both contexts, that operate <i>via</i> multifaceted tree diversity (taxonomic, phylogenetic, and functional diversity) or alternative mechanisms, i.e., environmental conditions, non-native species, and the number of trees.3. Our results show that mainland and island forests exhibit similar levels of productivity, yet island forests display overall lower multifaceted diversity. We found that the number of trees increased multifaceted diversity and also increased productivity directly and <i>via</i> their effects on phylogenetic diversity in both mainland and island forests. Further, non-native species increased productivity in island forests.<i>Synthesis.</i><b> </b>Our results suggest that multifaceted diversity, by capturing the diversity of evolutionary history, contributes to elucidating diversity-productivity relationships in mainland and island forests that could not be detected by taxonomic diversity alone. By filling empty niches in island forests, we find that non-native species are fundamentally altering ecosystem functioning on islands and thus, reveal how biogeographic context can shape biodiversity-productivity relationships.
DOI: 10.5517/ccdc.csd.cc21p3nj
title: CCDC 1897127: Experimental Crystal Structure Determination

description: Related Article: C. Shalini, N. Dharmaraj, Nattamai S. P. Bhuvanesh, M. V. Kaveri|2023|Catal.Lett|154|132|doi:10.1007/s10562-023-04276-4
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: 10.5517/ccdc.csd.cc21p3pk
title: CCDC 1897128: Experimental Crystal Structure Determination

description: Related Article: C. Shalini, N. Dharmaraj, Nattamai S. P. Bhuvanesh, M. V. Kaveri|2023|Catal.Lett|154|132|doi:10.1007/s10562-023-04276-4
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.24136167.v6
title: <b>Daily dataset of air temperature, snow depth, and ground temperature for </b><b>Northern Hemisphere</b>

description: The dataset consists of three compressed files (.7z), each containing data in text format, and three metadata files for the three variables (Ta, Sd, and Tg). The data for each station is stored in separate text files, and they all have a consistent time series from 1960/01/01 to 2021/12/31. The total number of files corresponding to the number of stations provided for Ta, Sd, and Tg are as follows: 27,768 files for Ta, 32,417 files for Sd, and 659 files for Tg. Basic information about the measurement station, such as gage name, identification number (ID), coordinates, and gage elevation, is provided in the metadata files. Additionally, for Tg metadata, information about the depths with measured data is also provided. The format of each file for Ta and Sd is consistent, with columns including "Date," "Values," and "Flags." In this format, the "Values" column includes both observed data and derived data, which are determined by flag values. For example, 1 represents observed data, and 2 represents derived data. For Tg data, the columns include "Date," "Depth_," and "Flag_." Since each Tg measurement station has multiple measurement depths, data and flags are provided separately for each depth. The filename for each measurement station is set as ".txt," where latitude and longitude values are rounded to 3 digits after the decimal point.
DOI: 10.5281/zenodo.10059781
title: Weyl metallic state induced by helical magnetic order - data set

description: Data set from the manuscript, Weyl metallic state induced by helical magnetic order.
DOI: 10.5281/zenodo.10059782
title: Weyl metallic state induced by helical magnetic order - data set

description: Data set from the manuscript, Weyl metallic state induced by helical magnetic order.
DOI: 10.34740/kaggle/dsv/7358463
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.3886/e196961
title: The Price Behavior Characteristics of China and Europe Carbon Emission Trading Market

description: The national carbon emission quota (CEA) trading price published by the
Shanghai Environment and Energy Exchange was selected for China’s carbon market.
The sample period spanned from July 16, 2021, to August 23, 2023, consisting of
512 observations. For the European carbon market, the trading prices of ECX-EUA
from the European Climate Exchange were used, covering the period from August
6, 2021, to August 23, 2023, also comprising 512 observations.
DOI: 10.3886/e196961v1
title: The Price Behavior Characteristics of China and Europe Carbon Emission Trading Market

description: The national carbon emission quota (CEA) trading price published by the
Shanghai Environment and Energy Exchange was selected for China’s carbon market.
The sample period spanned from July 16, 2021, to August 23, 2023, consisting of
512 observations. For the European carbon market, the trading prices of ECX-EUA
from the European Climate Exchange were used, covering the period from August
6, 2021, to August 23, 2023, also comprising 512 observations.
DOI: 10.5281/zenodo.10466813
title: Spatial distribution of paleo records across Brazil

description: File with paleo records across Brazil. Sites, archive types and coordinates were extracted from (1) NOAA's World Data Service for Paleoclimatology; (2) Neotoma Paleoecology Database; (3) PANGAEA Data Publisher for Earth & Environmental Science; and (4) various datasets collected in PAGES working groups
DOI: 10.5281/zenodo.10466814
title: Spatial distribution of paleo records across Brazil

description: File with paleo records across Brazil. Sites, archive types and coordinates were extracted from (1) NOAA's World Data Service for Paleoclimatology; (2) Neotoma Paleoecology Database; (3) PANGAEA Data Publisher for Earth & Environmental Science; and (4) various datasets collected in PAGES working groups
DOI: 10.5517/ccdc.csd.cc2cmsd6
title: CCDC 2193758: Experimental Crystal Structure Determination

description: Related Article: Cosima Stähler, Daisy R. S. Pooler, Romain Costil, Dhruv Sudan, Pieter van der Meulen, Ryojun Toyoda, Ben L. Feringa|2022|J.Org.Chem.|89|1|doi:10.1021/acs.joc.2c01830
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.10467477
title: Database of Neurolinguistics evidence of oral discourse in schizophrenic patients. Comparative analysis with Wernicke's aphasia

description: The purpose of this research was to obtain empirical evidence about cognitive mechanisms that underlie the alterations of verbal communication in both types of patients, from the comparative analysis of their execution in neurocognitive and neurolinguistic tests. The study was implemented in a population of 70 patients organized into two groups: 35 aphasics and 35 schizophrenics. Both groups were subjected to the tests of Semantic Matching of Images, Identification of Homonymous Images and Oral Denomination of Images and Comics.
DOI: 10.5281/zenodo.10467478
title: Database of Neurolinguistics evidence of oral discourse in schizophrenic patients. Comparative analysis with Wernicke's aphasia

description: The purpose of this research was to obtain empirical evidence about cognitive mechanisms that underlie the alterations of verbal communication in both types of patients, from the comparative analysis of their execution in neurocognitive and neurolinguistic tests. The study was implemented in a population of 70 patients organized into two groups: 35 aphasics and 35 schizophrenics. Both groups were subjected to the tests of Semantic Matching of Images, Identification of Homonymous Images and Oral Denomination of Images and Comics.
DOI: 10.5281/zenodo.10467320
title: Progeny Project Geometry and Electronic Structure of Wavy Two-Dimensional Conjugated Metal–Organic Framework Cu3(HFcHBC)2

description: The dataset contains the geometry and electronic structure information for a wavy two-dimensional conjugated metal–organic framework, which has been published in J. Am. Chem. Soc. 2023, 145, 43, 23630–23638 (DOI: 10.1021/jacs.3c07682). The data of the bulk and monolayer material are included in the package. The geometry optimization and electronic structure calculations were performed using the VASP package.
DOI: 10.5281/zenodo.10467321
title: Progeny Project Geometry and Electronic Structure of Wavy Two-Dimensional Conjugated Metal–Organic Framework Cu3(HFcHBC)2

description: The dataset contains the geometry and electronic structure information for a wavy two-dimensional conjugated metal–organic framework, which has been published in J. Am. Chem. Soc. 2023, 145, 43, 23630–23638 (DOI: 10.1021/jacs.3c07682). The data of the bulk and monolayer material are included in the package. The geometry optimization and electronic structure calculations were performed using the VASP package.
DOI: 10.6084/m9.figshare.24955524
title: vOTU sequences assembled from the underground anchialine estuary, Bundera Sinkhole, Australia

description: <i>Background</i>Viruses play important roles in modulating microbial communities and influencing global biogeochemistry. There is now growing interest in characterising their ecological roles across diverse biomes. However, little is known about viral ecology in low-nutrient, chemotrophic-based environments. In such ecosystems, virus-driven manipulation of nutrient cycles might have profound impacts across trophic levels. In particular, anchialine environments, which are low-energy underground estuaries sustained by chemotrophic processes, represent ideal model systems to study novel virus-host-environment interactions.<i>Results</i>Here, we employ metagenomic sequencing to investigate the viral community in Bundera Sinkhole, an anchialine ecosystem rich in endemic species supported by microbial chemosynthesis. We find that the viruses are highly novel, with less than 2% representing described viruses, and are hugely abundant, making up as much as 12% of microbial intracellular DNA. These highly abundant viruses largely infect important prokaryotic taxa that drive key metabolic processes in the sinkhole. Further, the abundance of viral auxiliary metabolic genes (AMGs) involved in nucleotide and protein synthesis was strongly correlated with declines in environmental phosphate and sulphate concentrations. These AMGs encoded key enzymes needed to produce sulphur-containing amino acids, and phosphorus metabolic enzymes involved in purine and pyrimidine nucleotide synthesis. We hypothesise that this correlation is either due to selection of these AMGs under low phosphate and sulphate concentrations, highlighting the dynamic interactions between viruses, their hosts, and the environment; or, that these AMGs are driving increased viral nucleotide and protein synthesis via manipulation of host phosphorus and sulphur metabolism, consequently driving nutrient depletion in the surrounding water.<i>Conclusion</i>This study represents the first metagenomic investigation of viruses in anchialine ecosystems, and provides new hypotheses and insights into virus-host-environment interactions in such ‘dark’, low-energy environments. This is particularly important since anchialine ecosystems are characterised by diverse endemic species, both in their microbial and faunal assemblages, which are primarily supported by microbial chemosynthesis. Thus, virus-host-environment interactions could have profound effects cascading through all trophic levels.