cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/8w70-n720
title: EPIC KITCHENS SHORT TERM ANTICIPATION

description: Short-Term object-interaction Anticipation (STA) consists in detecting the location of the next-active objects, the noun and verb categories of the interaction, as well as the time to contact from the observation of egocentric video. This ability is fundamental for wearable assistants to understand user's goals and provide timely assistance, or to enable human-robot interaction. In this work, we present a method to improve the performance of STA predictions. Our contributions are two-fold:1) We propose STAformer and STAformer++, two novel attention-based architectures integrating frame-guided temporal pooling, dual image-video attention, and multiscale feature fusion to support STA predictions from an image-input video pair; 2) We introduce two novel modules to ground STA predictions on human behavior by modeling affordances. First, we integrate an environment affordance model which acts as a persistent memory of interactions that can take place in a given physical scene. We explore how to integrate environment affordances via simple late fusion and with an approach which adaptively learns how to best fuse affordances with end-to-end predictions. Second, we predict interaction hotspots from the observation of hands and object trajectories, increasing confidence in STA predictions localized around the hotspot. Our results show significant improvements on Overall Top-5 mAP, with gain up to +23\% on Ego4D and +31\% on a novel set of curated EPIC-Kitchens STA labels.
DOI: 10.15468/dl.3p76nc
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Cuniculus paca (Linnaeus, 1766)",
 "Year 2000-2025"
 ]
}

 The dataset includes 129 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000598-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt426n
title: Occurrence Download

description: A dataset containing 1633 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Datos de monitoreo de las praderas de pastos marinos del Caribe colombiano – Estructura peces"
 ]
}

 The dataset includes 1633 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000597-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9eub6k
title: Occurrence Download

description: A dataset containing 16634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-127.24146 16.48583,-56.49179 16.48583,-56.49179 49.08205,-127.24146 49.08205,-127.24146 16.48583))",
 "TaxonKey is Triadica sebifera (L.) Small"
 ]
}

 The dataset includes 16634 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000595-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4vtuk
title: Occurrence Download

description: A dataset containing 15928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ixos mcclellandii (Horsfield, 1840)",
 "Year 2010-2020"
 ]
}

 The dataset includes 15928 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000599-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cwgyd
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Picumnus granadensis Lafresnaye, 1847"
 ]
}

 The dataset includes 112 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000600-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srfkhy
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Picumnus granadensis Lafresnaye, 1847"
 ]
}

 The dataset includes 112 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000601-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxy54w
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad de los recursos marinos y costeros entre Cartagena y el Golfo de Urabá, Caribe colombiano"
 ]
}

 The dataset includes 245 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000602-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mymam7
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-133.88381 48.99272,-113.60698 48.99272,-113.60698 55.56478,-133.88381 55.56478,-133.88381 48.99272))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scirpus microcarpus J.Presl & C.Presl"
 ]
}

 The dataset includes 404 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000604-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14639609
title: Parametric LCA Model for Power Modules

description: The submitted notebook "Parametric LCA Model for Power Modules" serves as an open-source Python codes that implemented the Parametric Life Cycle Assessment (PLCA) model for power modules, aimed at share the Life Cycle Inventory data of the power modules with the communauty for ecodesign study. The code is developed using the Brightway library  and the LCA Algebraic package.

This submission is linked to the paper "Parametric Life Cycle Assessment (LCA) of Power Modules" presented in the 26th European Conference on Power Electronics and Applications (EPE) which is held in Paris on 31st March to 4th April.

 

Key Components



PLCA Model for Power ModulesThe notebook implements the PLCA meta-model for power electronics, focusing on a case study of power modules used in electric vehicles. Life Cycle Inventory data have been collected and integrated into the model. Detailed information on LCI data collection is available in another paper by the authors: "Parametrized Manufacture Life Cycle Inventory of IGBT Power Modules."

Data Visualization FeaturesThe notebook includes features for visualizing and interpreting Life Cycle Impact Assessment (LCIA) results. These visualizations present the normalization of environmental impact indicators, the distribution of impacts across life cycle stages, and the allocation of environmental impacts to technical blocks or components.

Simulations for End-of-Life Redesign ScenariosThree end-of-life scenarios are modeled in the notebook: (i) Baseline (ADEME, WEEE 2022), (ii) Without recycling, (iii) Specific recycling. The environmental impacts for these scenarios are calculated and visualized to support redesign decisions.


 

Acknowledgements

This reasearch work is supported by ANR VIVAE and EECONE and ARCHIMEDES projects, supported by the Chips Joint Undertaking and its members, including the top-up funding by National Authorities under grant agreements 101112065 and 101112295 and BPI France, and funding from Agence Nationale de la Recherche (ANR) under the project ANR-21-CE10-0010-01.
DOI: 10.5281/zenodo.14639610
title: Parametric LCA Model for Power Modules

description: The submitted notebook "Parametric LCA Model for Power Modules" serves as an open-source Python codes that implemented the Parametric Life Cycle Assessment (PLCA) model for power modules, aimed at share the Life Cycle Inventory data of the power modules with the communauty for ecodesign study. The code is developed using the Brightway library  and the LCA Algebraic package.

This submission is linked to the paper "Parametric Life Cycle Assessment (LCA) of Power Modules" presented in the 26th European Conference on Power Electronics and Applications (EPE) which is held in Paris on 31st March to 4th April.

 

Key Components



PLCA Model for Power ModulesThe notebook implements the PLCA meta-model for power electronics, focusing on a case study of power modules used in electric vehicles. Life Cycle Inventory data have been collected and integrated into the model. Detailed information on LCI data collection is available in another paper by the authors: "Parametrized Manufacture Life Cycle Inventory of IGBT Power Modules."

Data Visualization FeaturesThe notebook includes features for visualizing and interpreting Life Cycle Impact Assessment (LCIA) results. These visualizations present the normalization of environmental impact indicators, the distribution of impacts across life cycle stages, and the allocation of environmental impacts to technical blocks or components.

Simulations for End-of-Life Redesign ScenariosThree end-of-life scenarios are modeled in the notebook: (i) Baseline (ADEME, WEEE 2022), (ii) Without recycling, (iii) Specific recycling. The environmental impacts for these scenarios are calculated and visualized to support redesign decisions.


 

Acknowledgements

This reasearch work is supported by ANR VIVAE and EECONE and ARCHIMEDES projects, supported by the Chips Joint Undertaking and its members, including the top-up funding by National Authorities under grant agreements 101112065 and 101112295 and BPI France, and funding from Agence Nationale de la Recherche (ANR) under the project ANR-21-CE10-0010-01.
DOI: 10.5281/zenodo.13860944
title: Global  Google Trends Internet Search Data as accessed on September 30 2024

description: Global  Google Trends Internet Search Data as accessed on September 30 2024 [RSVs] for Intermittent Fasting (World) , Fasting (World),    Diet (World), Nutrition (World)
DOI: 10.5281/zenodo.13860943
title: Global Google Trends Internet Search Data 2022 to 2024

description: Global Google Trends Internet Search Data 2022 to 2024 [RSVs] for fasting, diet, nutrition, liver, GLP-1 RAs
DOI: 10.5281/zenodo.14889006
title: Global Google Trends Internet Search Data 2022 to 2024

description: Global Google Trends Internet Search Data 2022 to 2024 [RSVs] for fasting, diet, nutrition, liver, GLP-1 RAs
DOI: 10.5281/zenodo.14889016
title: Computational Exploration of Codoped Fe and Ru Single-Atom Catalysts for the Oxygen Reduction Reaction

description: Structures, energies, and machine learning models of the full data set
DOI: 10.5281/zenodo.14889017
title: Computational Exploration of Codoped Fe and Ru Single-Atom Catalysts for the Oxygen Reduction Reaction

description: Structures, energies, and machine learning models of the full data set
DOI: 10.26133/nea44
title: Excalibur:

description: EXCALIBUR (Exoplanet Calibration Bayesian Unified Retrieval) Pipeline reduces extrasolar system data into an exoplanet spectrum. It includes CERBERUS, a line by line, plane parallel radiative transfer code modeling exoplanet atmospheres and a Bayesian parameter retrievial / model selection package.

Please note that the Excalibur data are periodically updated. When referring to it, please cite the DOI: 10.26133/NEA44, e.g. in your reference list, and record the date/time of access.

bibtex (built from https://doi2bib.org/bib/10.26133/NEA44 but edited to include a version tag, which works with AASTeX aasjournal.bst style file)

 @misc{ps,
 doi = {10.26133/NEA44},
 url = {https://catcopy.ipac.caltech.edu/dois/doi.php?id=10.26133/NEA44},
 author = {{NASA Exoplanet Archive}},
 title = {Excalibur},
 publisher = {NExScI-Caltech/IPAC},
 version = {Version: YYYY-MM-DD HH:MM},
 year = {YYYY}
 }

AASTeX (no bibtex)
 \bibitem[{{NASA Exoplanet Archive}(YYYY)}]{ps}
 {NASA Exoplanet Archive}. YYYY, Excalibur,
 Version: YYYY-MM-DD HH:MM, IPAC, \href{https://doi.org/10.26133/NEA44}{doi:10.26133/NEA44}

Recommended text snippet:
We obtain the data set from the NASA Exoplanet Archive \citep{ps}\footnote{Accessed on YYYY-MM-DD at HH:MM, returning NNNN rows.)}

This dataset or service is made available by the NASA Exoplanet Science Institute at IPAC, which is operated by the California Institute of Technology under contract with the National Aeronautics and Space Administration.
DOI: 10.5281/zenodo.14111772
title: Comparison of Kikuchi Diffraction Geometries in Scanning Electron Microscope

description: Dataset accompnaying the manuscript "Comparison of Kikuchi Diffraction Geometries in Scanning Electron Microscopy".

 



Kikuchi_Geometry_Comparison.zip: raw data for EBSD and off-axis TKD

RKD_Data.zip: raw data for RKD

phases.zip: dynamical templates and reconstructed stereograms for use in AstroEBSD


MATLAB scripts for processing are uploaded in the AstroEBSD repository: https://github.com/ExpMicroMech/AstroEBSD

See readme in the compressed files for details.
DOI: 10.5281/zenodo.14111773
title: Comparison of Kikuchi Diffraction Geometries in Scanning Electron Microscope

description: Dataset accompnaying the manuscript "Comparison of Kikuchi Diffraction Geometries in Scanning Electron Microscopy".

 



Kikuchi_Geometry_Comparison.zip: raw data for EBSD and off-axis TKD

RKD_Data.zip: raw data for RKD

phases.zip: dynamical templates and reconstructed stereograms for use in AstroEBSD


MATLAB scripts for processing are uploaded in the AstroEBSD repository: https://github.com/ExpMicroMech/AstroEBSD

See readme in the compressed files for details.
DOI: 10.15468/dl.yz4k5w
title: Occurrence Download

description: A dataset containing 99704 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tetrax tetrax (Linnaeus, 1758), Tetrax tetrax tetrax, Tetrax tetrax orientalis (Hartet, 1916))"
 ]
}

 The dataset includes 99704 records from 414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000605-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bha5yc
title: Occurrence Download

description: A dataset containing 1898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-134.46802 49.09732,-112.15628 49.09732,-112.15628 56.04847,-134.46802 56.04847,-134.46802 49.09732))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Typha latifolia L."
 ]
}

 The dataset includes 1898 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000606-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksym7b
title: Occurrence Download

description: A dataset containing 2545 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colletes thoracicus Smith, 1853"
 ]
}

 The dataset includes 2545 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000607-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/9618127
title: The Contributions of APP and DYRK1A to dysregulated neurobiology in human trisomy 21 iPSC-derived neurons Study
DOI: 10.25345/c5fq9qj7f
title: MassIVE MSV000099377 - GNPS_Colombian_Cheese_Milk_Metabolomics
title: This project aims to characterize and compare the metabolome of raw milk and dairy products, with special focus on Colombian autochthonous fermented products such as quesito antioqueno, to understand how raw material, traditional processing and local microbiota shape product distinctiveness.
DOI: 10.26023/dber-dn2v-cf00
title: ACE-1: R/V Discoverer POS, POC, PON Measurements. Version 1.0

description: This dataset contains seawater measurements of particulate organic sulphur (POS), carbon (POC), and nitrogen (PON), made aboard the R/V Discoverer during ACE-1.
DOI: 10.6084/m9.figshare.30276277
title: Code repository

description: Bioeconomic Model - Cabo Pulmo ProjectThis repository quantifies the economic returns of marine conservation using a dual modelling approach: a cross-site hedonic price model spanning 23 global dive destinations and a temporal model focused on Cabo Pulmo National Park. Outputs translate ecological recovery into price uplift, revenue projections, and return-on-investment metrics for conservation finance planning.Quick StartRun the end-to-end workflow:<pre>source("scripts/00_run_all.R")</pre>
DOI: 10.6084/m9.figshare.30276277.v1
title: Code repository

description: Bioeconomic Model - Cabo Pulmo ProjectThis repository quantifies the economic returns of marine conservation using a dual modelling approach: a cross-site hedonic price model spanning 23 global dive destinations and a temporal model focused on Cabo Pulmo National Park. Outputs translate ecological recovery into price uplift, revenue projections, and return-on-investment metrics for conservation finance planning.Quick StartRun the end-to-end workflow:<pre>source("scripts/00_run_all.R")</pre>
DOI: 10.3886/e238630
title: Guatemala USAID Education Data

description: Two USAID funded Guatemala projects’ data are included in this folder, covering the period from 2013 to 2019. The projects are: 1) Lifelong Learning Project, 2) Leer Juntos, Aprender Juntos (Read Together, Learn Together). Across the projects, the folder contains the following files and numbers of each: codebooks (10), consent (0), data files (17), instruments (3), reports (2).
DOI: 10.3886/e238632
title: Jamaica USAID Education Data

description: Two USAID funded Jamaica projects’ data are included in this folder, covering the period from 2010 to 2016. The projects are: 1) Basic Education Project, 2) Enrichment Initiative. Across the projects, the folder contains the following files and numbers of each: codebooks (0), consent (0), data files (4), instruments (1), reports (5).
DOI: 10.3886/e238630v1
title: Guatemala USAID Education Data

description: Two USAID funded Guatemala projects’ data are included in this folder, covering the period from 2013 to 2019. The projects are: 1) Lifelong Learning Project, 2) Leer Juntos, Aprender Juntos (Read Together, Learn Together). Across the projects, the folder contains the following files and numbers of each: codebooks (10), consent (0), data files (17), instruments (3), reports (2).
DOI: 10.3886/e238632v1
title: Jamaica USAID Education Data

description: Two USAID funded Jamaica projects’ data are included in this folder, covering the period from 2010 to 2016. The projects are: 1) Basic Education Project, 2) Enrichment Initiative. Across the projects, the folder contains the following files and numbers of each: codebooks (0), consent (0), data files (4), instruments (1), reports (5).
DOI: 10.15468/dl.csj8zd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna occidentalis",
 "Country is Djibouti",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044276-250920141307145/datasets/export for details.
DOI: 10.15468/dl.q4mwvk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna occidentalis",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044277-250920141307145/datasets/export for details.
DOI: 10.26023/fnsx-61hg-fg01
title: ACE-1: R/V Discoverer DOC Measurements - Leg 1. Version 1.0

description: This dataset contains seawater measurements of dissolved organic carbon (DOC) made aboard the R/V Discoverer in Leg 1 during ACE-1.
DOI: 10.15468/dl.kp956e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna occidentalis",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044278-250920141307145/datasets/export for details.
DOI: 10.15468/dl.d4842k
title: Occurrence Download

description: A dataset containing 1582 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad asociada al Estudio de Impacto Ambiental para el área de perforación exploratorioa Marina - APEM Rubí"
 ]
}

 The dataset includes 1582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044279-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/bd3p-kgwv-510h
title: ACE-1: R/V Discoverer DOC Measurements - Leg 2. Version 1.0

description: This dataset contains seawater measurements of dissolved organic carbon (DOC) made aboard the R/V Discoverer in Leg 2 during ACE-1.
DOI: 10.15468/dl.bps3wv
title: Occurrence Download

description: A dataset containing 102660 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo pasivo de fauna silvestre con cámaras trampa en el Piedemonte Meta, Colombia - Proyecto FIBRAS"
 ]
}

 The dataset includes 102660 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044268-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9zqu9
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo de fauna en la estación El Porvenir, Municipio de Monterrey, Casanare"
 ]
}

 The dataset includes 214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044280-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft27pt
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna occidentalis",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044281-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/1w9j-3nkg-hn06
title: ACE-1: R/V Discoverer CTD Data. Version 1.0

description: This dataset contains measurements of pressure, temperature, conductivity, depth, salinity, chlorophyll, and density obtained by a CTD device aboard the R/V Discoverer during ACE-1.
DOI: 10.5281/zenodo.17220965
title: Data Extender - A systematic review

description: Systematic review about the impact of the Artificial intelligence on libraries in the last decade.

This article coaints the following extended data: