cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16803752
title: Data for "Creation of Lunar-Like Rims in Ilmenite using Synthetic Solar Wind"

description: Data set for the manuscript "Creation of Lunar-Like Rims in Ilmenite using Synthetic Solar Wind" submitted for publication in The Planetary Science Journal. In this Article, we expose terrestrial ilmenite to deuterium ions to mimic the solar wind exposure on the lunar surface. We characterize the compositional and structural changes within the subsurface of deuterium-implanted ilmenite using Scanning Transmission Electron Microscopy (STEM) and Electron Energy Loss Spectroscopy (EELS).

There are three zipped folders in this data repository: 

1. "1-Nion UltraSTEM_EELS.zip": contains EELS data acquired on the Nion UltraSTEM (see methods in manuscript). All data are in dm4 format. 



Filenames are given by the energy ranges: low-loss (0-100 eV), Titanium L-edge (425-525 eV), Iron L-edge (677-777 eV), and Oxygen K-edge (500-600 eV).

Each dm4 file contains two navigation axes and one signal axis. The navigation axes define a 2D map, and the signal axis contains an EELS spectrum with 2400 data points for each pixel within the 2D map. All analysis was done in Python using hyperspy.


2. "2-Hitachi HD-2700_HAADF.zip": contains High-Angle Annular Dark Field (HAADF) images obtained using the Hitachi HD-2700 (see methods in manuscript). Images are in dm3 format and used for image segmentation.

3. "3-Anylabeling_Image Segmentation.zip": contains results files with the segmentation results of the HAADF images. The segmentation results are used to determine the distribution of nanophase iron within the exposed ilmenite rims. Contains the following:



Subfolders for each exposure time. Each subfolder contains three pre-processed masked images from Gwyddion (used as a guide for the Anylabelling segmentation, see methods in manuscript), output from Anylabelling segmentation in a JSON file, and processed npFe depth-distributions saved as a hyperspy signal. 

"example-2hr_distribution_processing.ipynb": code to create npFe depth-distributions based on image segmentation results. This code requires "2-Hitachi HD-2700_HAADF.zip" to be in the same parent directory. 

"summary-npFe_powerlaws.ipynb": code used to provide statistics of npFe distributions and create subplots shown in Figures 5 and 6 in the main text.

"TRIM-*.npy": processed results from SRIM/TRIM simulations of 1keV D+ ions interacting with ilmenite (see methods in manuscript). These numpy files are used in the "summary-npFe_powerlaws.ipynb" notebook.


Please contact the authors if you have any additional questions (Roshan Trivedi, rtrivedi9@gatech.edu, or Philip First, first@gatech.edu).
DOI: 10.15468/dl.hjdagv
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalotaxus mannii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 141 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053793-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14166485
title: Antutu Benchmark
DOI: 10.5281/zenodo.17941286
title: SUSTRACK - Circular Bioeconomy Indicators

description: The long list of CBE indicators serves as a working document for the SUSTRACK project. The purpose of this spreadsheet is to provide a comprehensive overview of existing indicators on the national, regional, municipal and company level across EU member states, and on the EU-level. The long list of indicators is a repository, and it will serve as a basis to identify and select ad-hoc indicators for policy-making needs.
DOI: 10.5281/zenodo.17941287
title: SUSTRACK - Circular Bioeconomy Indicators

description: The long list of CBE indicators serves as a working document for the SUSTRACK project. The purpose of this spreadsheet is to provide a comprehensive overview of existing indicators on the national, regional, municipal and company level across EU member states, and on the EU-level. The long list of indicators is a repository, and it will serve as a basis to identify and select ad-hoc indicators for policy-making needs.
DOI: 10.5281/zenodo.17941380
title: ZAMONAVIY PSIXOLOGIYANING JAMIYATDAGI O'RNI VA ISTIQBOLLARI
DOI: 10.5281/zenodo.17941381
title: ZAMONAVIY PSIXOLOGIYANING JAMIYATDAGI O'RNI VA ISTIQBOLLARI
DOI: 10.15468/dl.u8tuzz
title: Occurrence Download

description: A dataset containing 1212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chosenia arbutifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1212 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053795-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21410/7e4/kakad7/d9ttbn
title: Documentation_EPFO2022.pdf

description: :unav
DOI: 10.21410/7e4/kakad7/juhqgv
title: fr_cdsp_ddi_elipss_202206epfo.xml

description: :unav
DOI: 10.21410/7e4/kakad7/7ilhku
title: fr_cdsp_ddi_elipss_202206epfo.tab

description: :unav
DOI: 10.21410/7e4/kakad7/aigebf
title: fr_cdsp_ddi_elipss_202206epfo.csv.zip

description: :unav
DOI: 10.21410/7e4/kakad7/p7ufhv
title: fr_cdsp_ddi_elipss_202206epfo-1.tab

description: :unav
DOI: 10.21410/7e4/kakad7/4dqvh9
title: fr_cdsp_ddi_elipss_202206epfo.xml

description: :unav
DOI: 10.21410/7e4/kakad7/mwn4fr
title: fr_cdsp_ddi_elipss_202206epfo.sas.zip

description: :unav
DOI: 10.21410/7e4/kakad7
title: Expériences et perception des forces de l'ordre - vague 1 (ELIPSS 2022)

description: L'objectif de ce questionnaire est de cerner les perceptions et les expériences ordinaires et concrètes que les citoyens entretiennent à l'égard des forces de l'ordre, tout en mesurant ces dernières à l'aune des variables sociodémographiques présentes dans le tronc commun d'ELIPSS. Le questionnaire vise, d'une part, à analyser l'effet des expériences sur les représentations, et d'autre part, à évaluer le poids de la position sociale des sondés sur leur perception des forces de l'ordre et sur les interactions concrètes qu'ils entretiennent avec elles. Comment les sondés perçoivent-ils les forces de l'ordre et comment interagissent-ils concrètement avec ces dernières ? Dans quelle mesure la position dans l'espace social des sondés détermine-t-elle les représentations et les rapports différenciés qu'ils entretiennent avec les forces de l'ordre ? En quoi ces interactions concrètes sont-elles génératrices de représentations des forces de l'ordre et, plus globalement, d'une socialisation à l'État ? À travers cette analyse des perceptions et des expériences socialement différenciées vis-à-vis des forces de l'ordre (notamment selon le genre, le lieu de résidence, le diplôme, la profession, le niveau de revenu, le positionnement politique ou encore le sentiment d'appartenance à une religion), le questionnaire vise à produire des données originales sur la sociologie de la police et du rapport à l'autorité publique. The objective of this questionnaire is to identify the ordinary and concrete perceptions and experiences that citizens have regarding law enforcement, while measuring them against the sociodemographic variables present in the core of ELIPSS. The questionnaire aims, on the one hand, to analyze the effect of experiences on representations, and on the other hand, to assess the influence of the social position of respondents on their perception of law enforcement and on the concrete interactions they have with them. How do respondents perceive law enforcement, and how do they interact concretely with them? To what extent does the social position of respondents determine the different representations and relationships they have with law enforcement? In what way are these concrete interactions generative of representations of law enforcement and, more broadly, of socialization to the state? Through this analysis of socially differentiated perceptions and experiences with law enforcement (especially according to gender, place of residence, education, profession, income level, political positioning, and religious belonging), the questionnaire aims to generate original data on the sociology of the police and the relationship with public authority.
DOI: 10.21410/7e4/kakad7/t98oks
title: Questionnaire_EPFO2022.pdf

description: :unav
DOI: 10.25345/c5pz5209f
title: MassIVE MSV000100223 - Protein-protein interactions of GTSF-1 in P. pacificus
title: A mass spectrometry-based label-free proteomics analysis was performed to study the protein binders of GTSF-1 in P. pacificus. Anti-GTSF-1 pull-downs were performed on wild-type and gtsf-1 deletion strains of P. pacificus. Proteins were digested by trypsin. Peptides were measured on an Q Exactive Plus Orbitrap mass spectrometer. Raw data files were processed by MaxQuant software (version 2.1.3.0) using its built-in Andromeda search engine. MS/MS spectra were searched against a target-decoy database containing the forward and reverse protein sequences of the UniProt reference proteomes of P. pacificus (release 2023_03; 26,122 entries) and E. coli K-12 (release 2023_01; 5,064 entries) and a default list of common contaminants. False discovery rate (FDR) was set to 1% at both peptide and protein levels.
DOI: 10.15468/dl.epm42m
title: Occurrence Download

description: A dataset containing 3787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudoxiphophorus bimaculatus"
 ]
}

 The dataset includes 3787 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053797-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25411/aru.30860066
title: Data Availability Studies in HE

description: Data captured from PPD Pulse, used for Rasch analysis - questionnaire validation.
DOI: 10.25411/aru.30860066.v1
title: Data Availability Studies in HE

description: Data captured from PPD Pulse, used for Rasch analysis - questionnaire validation.
DOI: 10.6084/m9.figshare.28269218
title: <b>Pest Control or Pollinator Peril? Evaluating Entomopathogenic Nematodes Risks to </b><b><i>Apis mellifera</i></b><b> honey bees</b>

description: There is a growing interest in finding sustainable alternatives to conventional chemical pesticides in order to protect both our environment and biodiversity. Entomopathogenic nematodes (EPNs) have been characterized as promising biological control agents, offering a safer approach to soil dwelling pest management. Going beyond soil applications, while protective formulations have shown some success, foliar application of EPNs is also gaining interest. Apart from the still open question of whether EPNs survive in the foliar environment and control pests effectively, there is also to be answered which are the potential effects on beneficial insects such as bees. This study investigates whether foliar application of EPNs poses a risk to honey bees (<i>Apis mellifera</i>). When 9 EPN species from the genera <i>Steinernema</i> and <i>Heterorhabditis</i> were tested, significant mortality was observed in honey bees, with <i>Steinernema riobrave</i> and <i>Steinernema carpocapsae</i> are particularly virulent. Two exposure methods (direct spraying and indirect filter paper) and three exposure periods (24, 48 & 72 h) resulted in higher bee mortality with the direct spraying method, attributed to direct contact with the nematodes and their infection, with all species to be significant virulent compared to control while only 1 out of 9 showed significance in filter paper experiment 72 hours after treatment. Dissection of dead bees confirmed the presence of nematodes, in the thorax and trachea. Furthermore, context-specific risk assessments, especially for foliar applications against plant pests, are crucial for developing sustainable agricultural practices that protect pollinator populations. This research contributes to understanding the ecological implications of EPNs use and emphasizes the need for a balanced approach that ensures food security while maintaining biodiversity.
DOI: 10.6084/m9.figshare.28269218.v4
title: <b>Pest Control or Pollinator Peril? Evaluating Entomopathogenic Nematodes Risks to </b><b><i>Apis mellifera</i></b><b> honey bees</b>

description: There is a growing interest in finding sustainable alternatives to conventional chemical pesticides in order to protect both our environment and biodiversity. Entomopathogenic nematodes (EPNs) have been characterized as promising biological control agents, offering a safer approach to soil dwelling pest management. Going beyond soil applications, while protective formulations have shown some success, foliar application of EPNs is also gaining interest. Apart from the still open question of whether EPNs survive in the foliar environment and control pests effectively, there is also to be answered which are the potential effects on beneficial insects such as bees. This study investigates whether foliar application of EPNs poses a risk to honey bees (<i>Apis mellifera</i>). When 9 EPN species from the genera <i>Steinernema</i> and <i>Heterorhabditis</i> were tested, significant mortality was observed in honey bees, with <i>Steinernema riobrave</i> and <i>Steinernema carpocapsae</i> are particularly virulent. Two exposure methods (direct spraying and indirect filter paper) and three exposure periods (24, 48 & 72 h) resulted in higher bee mortality with the direct spraying method, attributed to direct contact with the nematodes and their infection, with all species to be significant virulent compared to control while only 1 out of 9 showed significance in filter paper experiment 72 hours after treatment. Dissection of dead bees confirmed the presence of nematodes, in the thorax and trachea. Furthermore, context-specific risk assessments, especially for foliar applications against plant pests, are crucial for developing sustainable agricultural practices that protect pollinator populations. This research contributes to understanding the ecological implications of EPNs use and emphasizes the need for a balanced approach that ensures food security while maintaining biodiversity.
DOI: 10.6084/m9.figshare.28269218.v3
title: <b>Pest Control or Pollinator Peril? Evaluating Entomopathogenic Nematodes Risks to </b><b><i>Apis mellifera</i></b><b> honey bees</b>

description: There is a growing interest in finding sustainable alternatives to conventional chemical pesticides in order to protect both our environment and biodiversity. Entomopathogenic nematodes (EPNs) have been characterized as promising biological control agents, offering a safer approach to soil dwelling pest management. Going beyond soil applications, while protective formulations have shown some success, foliar application of EPNs is also gaining interest. Apart from the still open question of whether EPNs survive in the foliar environment and control pests effectively, there is also to be answered which are the potential effects on beneficial insects such as bees. This study investigates whether foliar application of EPNs poses a risk to honey bees (<i>Apis mellifera</i>). When 13 EPN isolates from the genera Steinernema and Heterorhabditis were tested, significant mortality was observed in honey bees, with <i>Steinernema riobrave</i> and <i>Steinernema carpocapsae</i> are particularly virulent. Two exposure methods (filter paper and direct spraying) and three exposure periods (24, 48 & 72 h) resulted in higher bee mortality with the direct spraying method, attributed to direct contact with the nematodes and their infection, with 11 out of 13 species to be significant virulent compared to control while 4 out of 13 in filter paper experiment. No intraspecific variation in virulence was observed between isolates of the same species of EPN. Dissection of dead bees confirmed the presence of nematodes, in the thorax and trachea. Furthermore, context-specific risk assessments, especially for foliar applications against plant pests, are crucial for developing sustainable agricultural practices that protect pollinator populations. This research contributes to understanding the ecological implications of EPNs use and emphasizes the need for a balanced approach that ensures food security while maintaining biodiversity.
DOI: 10.18738/t8/1joocx
title: Raw Data Tables

description: This data set contains the raw strain data output from the 3D DIC process.
DOI: 10.15468/dl.fshyus
title: Occurrence Download

description: A dataset containing 3937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cinnamomum chekiangense)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3937 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc26rb0b
title: CCDC 2048201: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc26rb1c
title: CCDC 2048202: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc26rb2d
title: CCDC 2048203: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc27jkmz
title: CCDC 2071501: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc27vsrn
title: CCDC 2081332: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc27gw0m
title: CCDC 2069870: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc27t5s1
title: CCDC 2079783: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc27rhp6
title: CCDC 2078168: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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: 10.5517/ccdc.csd.cc2824j1
title: CCDC 2087432: Experimental Crystal Structure Determination

description: Related Article: Guanghu Tong, Samantha Griffin, Avery Sader, Anna B. Crowell, Ken Beavers, Jerry Watson, Zachary Buchan, Shuming Chen, Ryan A. Shenvi|2023|Nat.Commun.|14|8398|doi:10.1038/s41467-023-44030-3
description: Related Article: Guanghu Tong, Ryan Shenvi|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.