cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27905838
title: Cd-DFT structure

description: This is DFT data associated with the reaction mechanism of Cd-based single atom catalysts for the methanol steam reforming reaction.
DOI: 10.6084/m9.figshare.27905838.v1
title: Cd-DFT structure

description: This is DFT data associated with the reaction mechanism of Cd-based single atom catalysts for the methanol steam reforming reaction.
DOI: 10.6084/m9.figshare.29656175
title: All-temperature barocaloric effects at pressure-induced phase transitions

description: All source data associated with figures in main text and in supplementary information
DOI: 10.6084/m9.figshare.29656175.v1
title: All-temperature barocaloric effects at pressure-induced phase transitions

description: All source data associated with figures in main text and in supplementary information
DOI: 10.15468/dl.gx7dhc
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis gigantea",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025016-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/4gnt8v
title: Adolescents’ trust and reciprocity towards friends, unknown peers, and community members_Study Information

description: &lt;p dir="ltr"&gt;Study information on the article of Sweijen et al (2023). Adolescents’ trust and reciprocity towards friends, unknown peers, and community members. Journal of Research on Adolescence.&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p dir="ltr"&gt;Using a newly developed version of the Trust Game among 196 adolescents aged 11-20, this study examined whether adolescents distinguish between trust and reciprocity choices to unknown peers, friends, and community members. We also tested for effects of age, gender, and individual differences in attending to others’ emotions, emotional support to friends, societal contributions, and institutional and interpersonal trust beliefs. Results indicate that adolescents showed the least trust and reciprocity to unknown peers, more to a community member, and most to friends. Reciprocity increased with age, and individual differences in societal contributions and interpersonal trust were positively related to trust and reciprocity. This study is the first to show that community members are a specific target in adolescents’ social world.&lt;/p&gt;
description: This entry is a one-file data package totaling 17.3 KB, containing a file in .docx format.If you use this dataset, please cite: Sweijen, Sophie; te Brinke, Lysanne; van de Groep, Suzanne; Crone, Eveline A. (2022). Adolescents’ trust and reciprocity towards friends, unknown peers, and community members_Study Information. Erasmus University Rotterdam (EUR). Dataset. https://doi.org/10.25397/eur.21155461
DOI: 10.15468/dl.yvg8ab
title: Occurrence Download

description: A dataset containing 2857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis latrans Say, 1823"
 ]
}

 The dataset includes 2857 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010297-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6sr98
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia macrops Maul, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-10.6036 29.6447,-11.635 28.8496,-9.0352 28.8496,-9.0352 33.4562,-9.6631 32.8696,-9.7766 32.3158,-10.3241 31.5424,-10.3942 30.6542,-10.1716 30.2225,-10.6036 29.6447))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010298-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15582597
title: Tick Microbiota from the Iberian Peninsula

description: We investigate the composition and structure of microbial communities across natural populations of three co-distributed tick species (Hyalomma lusitanicum, Rhipicephalus sanguineus, and Rhipicephalus bursa) in the central Iberian Peninsula (Castilla-La Mancha region). Specifically, we integrate high-throughput DNA sequencing of tick microbiota with microbial ecological analyses and network association approaches to examine the patterns of microbiota richness, dissimilarity, and microbe–microbe associations within and among these tick species, which co-occur at a microgeographic scale.
DOI: 10.5281/zenodo.15582598
title: Tick Microbiota from the Iberian Peninsula

description: We investigate the composition and structure of microbial communities across natural populations of three co-distributed tick species (Hyalomma lusitanicum, Rhipicephalus sanguineus, and Rhipicephalus bursa) in the central Iberian Peninsula (Castilla-La Mancha region). Specifically, we integrate high-throughput DNA sequencing of tick microbiota with microbial ecological analyses and network association approaches to examine the patterns of microbiota richness, dissimilarity, and microbe–microbe associations within and among these tick species, which co-occur at a microgeographic scale.
DOI: 10.14278/rodare.3772
title: Exploring Morphology of Thermoplasmonic Nanoparticles to Synergize Immunotherapeutic FAP-positive Cells Sensitization and Photothermal Therapy

description: The precision of photothermal therapy (PTT) is often hindered by the challenge of achieving selective delivery of thermoplasmonic nanostructures to tumors. Key enabler for the specific delivery is so-called active targeting, leveraging synthetic molecular complexes to address receptors overexpressed by malignant cells. The latter one enables combination of the PTT with other anticancer therapy. In this study, we developed thermoplasmonic nanoconjugates designed to selectively sensitize malignant cells to PTT. These nanoconjugates consist of (i) 20 nm spherical gold nanoparticles (AuNPs) or gold nanostars (AuNSs) as nanocarriers, and facilitate heat-generation upon optical irradiation, and (ii) surface-passivated antibody-based FAP targeting modules (anti-FAP TMs), used in adaptive CAR T-cells immunotherapy. The nanoconjugates demonstrated excellent stability and specific binding to FAP-expressing fibrosarcoma HT1080 (hFAP) cells, as confirmed by immunofluorescence and label-free surface plasmon resonance scattering imaging. Moreover, the nanocarriers showed significant photothermal conversion after visible and near-infrared (NIR) irradiation. Quantitative thermal lens spectroscopy (TLS) demonstrated the superior photothermal capability of AuNSs, achieving up to 1.5-fold greater thermal enhancement than AuNPs under identical conditions. This synergistic approach, combining targeted immunotherapy with the thermoplasmonic properties of the nanocarriers not only streamline nanoparticle delivery, increasing photothermal yield and therapeutic efficacy, but also offers a more comprehensive and potent strategy for cancer treatment with the potential for superior outcomes across multiple modalities.
DOI: 10.15468/dl.yx23gm
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Aonyx cinereus (Illiger, 1815)"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017381-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx23ew
title: Occurrence Download

description: A dataset containing 4989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Occurrence evidence, Living Specimen, Material sample, Specimen, Fossil)",
 "Country is one of (Spain, Portugal)",
 "TaxonKey is Tradescantia fluminensis Vell.",
 "Year 2000-2020"
 ]
}

 The dataset includes 4989 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017383-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15558003
title: Jupyter Notebooks and files to accompany the paper: Slab underthrusting is the primary control on flat slab size

description: - This manuscript is under evaluation in *Sciences Advances*.

Jupyter Notebooks and files to accompany the paper:    Slab underthrusting is the primary control on flat slab size

by G. M. Gianni (1,2), L. C. Gallo (3), J. Likerman (4), A. Echaurren (4), C. R. Gianni (5), C. Faccenna (1,5)

(1) German Research Centre for Geosciences (GFZ), Potsdam, 14473, Germany. (2) Institute of Geophysics of the Czech academy of Sciences, Prague, &  1401, Czechia. (3) Centre for Planetary Habitability, University of Oslo, Norway. (4) Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina. (5) Dip. Scienze, Università degli Studi Roma Trè, Rome, 00154, Italy. 

Citation: G. M. Gianni, L. Gallo, J. Likerman, A. Echaurren, C. Gianni, C. Faccenna. Slab underthrusting is the primary control on flat slab size. Submitted Sciences Advances.

Available at: https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/guidogianni/Gianni_et_al_2025/HEAD)

## Overview 

In this project, we present an approach that integrates the calculation of trench and flat-slab hinge kinematics, along with flat-slab size, across both active and extinct flat slab events to assess flat subduction propagation mechanisms (i.e., forward and backward modes). To achieve this, we analyzed well-resolved absolute plate motion models, which were compared with a global subduction geometry model (Slab2.0, along with regional geophysical surveys) and space-time magmatic patterns, providing insights into the extent of both active and ancient flat slabs. 

## Contents

This repository contains all the notebooks and code required to reproduce our statistical analysis. 

## Repository Structure - Code: Detailed Jupyter notebooks that guide you through the entire analysis workflow to reproduce figures 4, 5, and supplementary fig. S2. - Data: Plate kinematic data are presented using different absolute reference frames, along with estimated flat slab extents for both active and ancient flat subduction. The latter is derived using two different methods (A and B in Fig. 3) to assess potential flat slab extents based on space-time diagrams (see text for details).

## How to Reproduce the Analysis

1. **Clone the Repository:**     ```bash   git clone https://github.com/guidogianni/Gianni_et_al_2025

2. **Set Up the Environment:**     ```bash   conda env create -f environment.yml   conda activate ml_env3. **Run the Notebooks:**  Open the Jupyter notebooks in the `ml_env` environment and execute the cells sequentially to reproduce the complete analysis pipeline.
DOI: 10.5281/zenodo.15558004
title: Jupyter Notebooks and files to accompany the paper: Slab underthrusting is the primary control on flat slab size

description: - This manuscript is under evaluation in *Sciences Advances*.

Jupyter Notebooks and files to accompany the paper:    Slab underthrusting is the primary control on flat slab size

by G. M. Gianni (1,2), L. C. Gallo (3), J. Likerman (4), A. Echaurren (4), C. R. Gianni (5), C. Faccenna (1,5)

(1) German Research Centre for Geosciences (GFZ), Potsdam, 14473, Germany. (2) Institute of Geophysics of the Czech academy of Sciences, Prague, &  1401, Czechia. (3) Centre for Planetary Habitability, University of Oslo, Norway. (4) Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina. (5) Dip. Scienze, Università degli Studi Roma Trè, Rome, 00154, Italy. 

Citation: G. M. Gianni, L. Gallo, J. Likerman, A. Echaurren, C. Gianni, C. Faccenna. Slab underthrusting is the primary control on flat slab size. Submitted Sciences Advances.

Available at: https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/guidogianni/Gianni_et_al_2025/HEAD)

## Overview 

In this project, we present an approach that integrates the calculation of trench and flat-slab hinge kinematics, along with flat-slab size, across both active and extinct flat slab events to assess flat subduction propagation mechanisms (i.e., forward and backward modes). To achieve this, we analyzed well-resolved absolute plate motion models, which were compared with a global subduction geometry model (Slab2.0, along with regional geophysical surveys) and space-time magmatic patterns, providing insights into the extent of both active and ancient flat slabs. 

## Contents

This repository contains all the notebooks and code required to reproduce our statistical analysis. 

## Repository Structure - Code: Detailed Jupyter notebooks that guide you through the entire analysis workflow to reproduce figures 4, 5, and supplementary fig. S2. - Data: Plate kinematic data are presented using different absolute reference frames, along with estimated flat slab extents for both active and ancient flat subduction. The latter is derived using two different methods (A and B in Fig. 3) to assess potential flat slab extents based on space-time diagrams (see text for details).

## How to Reproduce the Analysis

1. **Clone the Repository:**     ```bash   git clone https://github.com/guidogianni/Gianni_et_al_2025

2. **Set Up the Environment:**     ```bash   conda env create -f environment.yml   conda activate ml_env3. **Run the Notebooks:**  Open the Jupyter notebooks in the `ml_env` environment and execute the cells sequentially to reproduce the complete analysis pipeline.
DOI: 10.34622/datarepositorium/tzn6n6
title: Repositório Genealógico Nacional

description: O Repositório Genealógico pretende integrar toda a informação dos registos paroquiais caídos em domínio público (no caso português - séculos XVI a 1911), numa base de dados que permita acompanhar o percurso de vida de cada indivíduo, em encadeamento genealógico. Esta aplicação em plataforma WEB tem a vantagem de poder ser utilizada em qualquer lugar, através de um browser, em qualquer dispositivo com acesso à Internet, independentemente do seu Sistema Operativo. Os conteúdos destas base de dados podem ser consultados livremente por qualquer utilizador. Os investigadores interessados em utilizar estes dados, poderão contactar-nos para solicitar a sua disponibilização noutro tipo de formato/organização. Como se trata de uma base de dados dinâmica, que está em atualização constante, não é possível associar uma cópia exata da base de dados num determinado momento no tempo.
DOI: 10.15468/dl.6e35tz
title: Occurrence Download

description: A dataset containing 43622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nocardioides Prauser, 1976"
 ]
}

 The dataset includes 43622 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017382-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xtnur
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phenacoccus solenopsis Tinsley, 1898",
 "Year 1970-2025"
 ]
}

 The dataset includes 245 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017385-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze2fdh
title: Occurrence Download

description: A dataset containing 2862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Capparidastrum frondosum (Jacq.) Cornejo & Iltis"
 ]
}

 The dataset includes 2862 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017386-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuffjs
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT speciesKey, species, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND continent = 'EUROPE' AND "year" &gt;= 1950 AND species IN ('Aichryson dumosum', 'Allium platakisii', 'Andryala crithmifolia', 'Armeria berlengensis') AND hasCoordinate = TRUE AND (coordinateUncertaintyInMeters &lt;= 1000 OR coordinateUncertaintyInMeters IS NULL) AND speciesKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY speciesKey, species

 The dataset's 2 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017376-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4736q
title: Occurrence Download

description: A dataset containing 7637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Occurrence evidence, Living Specimen, Material sample, Specimen, Fossil)",
 "Country is one of (Spain, Portugal)",
 "TaxonKey is Tradescantia fluminensis Vell.",
 "Year 2000-2025"
 ]
}

 The dataset includes 7637 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017389-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pztkr
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Nymphaea tetragona Georgi"
 ]
}

 The dataset includes 247 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017388-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b955ug
title: Occurrence Download

description: A dataset containing 21901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceiba pentandra (L.) Gaertn."
 ]
}

 The dataset includes 21901 records from 546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017390-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14278/rodare.3671
title: Exploring Morphology of Thermoplasmonic Nanoparticles to Synergize Immunotherapeutic FAP-positive Cells Sensitization and Photothermal Therapy

description: The precision of photothermal therapy (PTT) is often hindered by the challenge of achieving selective delivery of thermoplasmonic nanostructures to tumors. Key enabler for the specific delivery is so-called active targeting, leveraging synthetic molecular complexes to address receptors overexpressed by malignant cells. The latter one enables combination of the PTT with other anticancer therapy. In this study, we developed thermoplasmonic nanoconjugates designed to selectively sensitize malignant cells to PTT. These nanoconjugates consist of (i) 20 nm spherical gold nanoparticles (AuNPs) or gold nanostars (AuNSs) as nanocarriers, and facilitate heat-generation upon optical irradiation, and (ii) surface-passivated antibody-based FAP targeting modules (anti-FAP TMs), used in adaptive CAR T-cells immunotherapy. The nanoconjugates demonstrated excellent stability and specific binding to FAP-expressing fibrosarcoma HT1080 (hFAP) cells, as confirmed by immunofluorescence and label-free surface plasmon resonance scattering imaging. Moreover, the nanocarriers showed significant photothermal conversion after visible and near-infrared (NIR) irradiation. Quantitative thermal lens spectroscopy (TLS) demonstrated the superior photothermal capability of AuNSs, achieving up to 1.5-fold greater thermal enhancement than AuNPs under identical conditions. This synergistic approach, combining targeted immunotherapy with the thermoplasmonic properties of the nanocarriers not only streamline nanoparticle delivery, increasing photothermal yield and therapeutic efficacy, but also offers a more comprehensive and potent strategy for cancer treatment with the potential for superior outcomes across multiple modalities.
DOI: 10.14278/rodare.3770
title: Exploring Morphology of Thermoplasmonic Nanoparticles to Synergize Immunotherapeutic FAP-positive Cells Sensitization and Photothermal Therapy

description: The precision of photothermal therapy (PTT) is often hindered by the challenge of achieving selective delivery of thermoplasmonic nanostructures to tumors. Key enabler for the specific delivery is so-called active targeting, leveraging synthetic molecular complexes to address receptors overexpressed by malignant cells. The latter one enables combination of the PTT with other anticancer therapy. In this study, we developed thermoplasmonic nanoconjugates designed to selectively sensitize malignant cells to PTT. These nanoconjugates consist of (i) 20 nm spherical gold nanoparticles (AuNPs) or gold nanostars (AuNSs) as nanocarriers, and facilitate heat-generation upon optical irradiation, and (ii) surface-passivated antibody-based FAP targeting modules (anti-FAP TMs), used in adaptive CAR T-cells immunotherapy. The nanoconjugates demonstrated excellent stability and specific binding to FAP-expressing fibrosarcoma HT1080 (hFAP) cells, as confirmed by immunofluorescence and label-free surface plasmon resonance scattering imaging. Moreover, the nanocarriers showed significant photothermal conversion after visible and near-infrared (NIR) irradiation. Quantitative thermal lens spectroscopy (TLS) demonstrated the superior photothermal capability of AuNSs, achieving up to 1.5-fold greater thermal enhancement than AuNPs under identical conditions. This synergistic approach, combining targeted immunotherapy with the thermoplasmonic properties of the nanocarriers not only streamline nanoparticle delivery, increasing photothermal yield and therapeutic efficacy, but also offers a more comprehensive and potent strategy for cancer treatment with the potential for superior outcomes across multiple modalities.
DOI: 10.21227/qqf9-mc31
title: "Multimodal Emotion Recognition with Dual-Branch Bidirectional  Information Fusion for Low Frame Rate Scenarios"

description: "Based on the RAVDESS and SAVEE datasets"