cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16901181
title: Tropical range extending herbivorous fishes gain foraging benefits by shoaling with native temperate species

description: Data1.csv contains the data to analyze the abundance of fish herbivore individuals as a function of the species and the type of shoal.  

Data2.xlsx contains the data to analyze the foraging activity of the herbivorous fish found in our study. We explored the relationship between bite rates per fish min-1 and the species, shoal type and shoal size.  

Data3.xlslx contains the data to analyze the shoaling configurations based on species origin. 

Minguito-Frutos_etal.R contains the R reproducible code to run all the analyses carried out in this study. 

Species_coocurrence_based_associations.R contains the reproducible R code to run the analyses to explore the strength of mixed-species associations between herbivorous fish. 

-------------------------------------------------------------------------------------------------------------------------------------------

Data1.csv, Data2.xlsx, Data3.xlslx, and Minguito-Frutos_etal.R contains the data and code used before submitting this work. 

-------------------------------------------------------------------------------------------------------------------------------------------Minguito_Frutos_etal2025_SR_Rscript, Data_Rev_SR, and Data2_Rev_SR contain the data and code derived from the last submission to Scientific Reports. In this latest version, we modified our analyses of fish foraging activity that now evaluate: (i) the frequency and size of mixed-species shoals based on the origin of the species examined (using data in Data2_Rev_SR), (ii) the strength of pair-wise associations between native and range-expanding species (using Species_coocurrence_based_associations.R), and (iii) how the foraging activity of native and range-extending fishes was shaped by the composition and size of the shoals (using data in Data_Rev_SR).
DOI: 10.5281/zenodo.7542872
title: Tropical range extending herbivorous fishes gain foraging benefits by shoaling with native temperate species

description: Data1.csv contains the data to analyze the abundance of fish herbivore individuals as a function of the species and the type of shoal.  

Data2.xlsx contains the data to analyze the foraging activity of the herbivorous fish found in our study. We explored the relationship between bite rates per fish min-1 and the species, shoal type and shoal size.  

Data3.xlslx contains the data to analyze the shoaling configurations based on species origin. 

Minguito-Frutos_etal.R contains the R reproducible code to run all the analyses carried out in this study. 

Species_coocurrence_based_associations.R contains the reproducible R code to run the analyses to explore the strength of mixed-species associations between herbivorous fish. 

-------------------------------------------------------------------------------------------------------------------------------------------

Data1.csv, Data2.xlsx, Data3.xlslx, and Minguito-Frutos_etal.R contains the data and code used before submitting this work. 

-------------------------------------------------------------------------------------------------------------------------------------------Minguito_Frutos_etal2025_SR_Rscript, Data_Rev_SR, and Data2_Rev_SR contain the data and code derived from the last submission to Scientific Reports. In this latest version, we modified our analyses of fish foraging activity that now evaluate: (i) the frequency and size of mixed-species shoals based on the origin of the species examined (using data in Data2_Rev_SR), (ii) the strength of pair-wise associations between native and range-expanding species (using Species_coocurrence_based_associations.R), and (iii) how the foraging activity of native and range-extending fishes was shaped by the composition and size of the shoals (using data in Data_Rev_SR).
DOI: 10.3535/mjk-a4a-9kq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6rk-zbz-y3r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y91-yvk-j48
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9bb-nef-wyx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sma-1mx-d9x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9v-0av-tnh
title: Neoconorbina Hofker, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9j65qy
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022332-250811113504898/datasets/export for details.
DOI: 10.3535/z4s-vl6-d9p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znk-zfk-gtq
title: †Chrysalogonium Schubert, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7y8qfw
title: Occurrence Download

description: A dataset containing 1015997 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Sciuridae",
 "Year 1000-2019"
 ]
}

 The dataset includes 1015997 records from 1192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003497-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wvece
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stipa flavescens Nees, 1846"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144828-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbp4yt
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polystachya caespitifica Kraenzl."
 ]
}

 The dataset includes 102 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092725-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj2evn
title: Occurrence Download

description: A dataset containing 716650562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2023"
 ]
}

 The dataset includes 716650562 records from 918 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237824-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gnqx4
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Tapinanthus Blume"
 ]
}

 The dataset includes 291 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011433-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6urfd
title: Occurrence Download

description: A dataset containing 220467176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.43164 34.28445,-121.9043 12.87071,-80.06836 11.49617,-76.20117 34.13909,-122.43164 34.28445))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 220467176 records from 3848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200876-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-9tw5p
title: A14

description: 4 measurements of the A14 surface
DOI: 10.5281/zenodo.15261005
title: The role of sufficiency measures in decarbonizing Europe

description: The repository contains the database, data and results related to the article entitled "The role of sufficiency measures in a decarbonizing Europe", published on the 29th of April 2025 on Ecological Economics (DOI:  https://doi.org/10.1016/j.ecolecon.2025.108645) 

Contents of the Repository

This repository includes the key resources used and generated during the research. Below, the included files and their purposes are specified:



Extended results. This file contains the full set of results from the analyses performed for the study. These include detailed outputs, scenario comparisons, and sensitivity analyses that extend beyond the material reported in the paper.

Exiobase v3.3.18 - MARIO format. This is the unmodified Exiobase v3.3.18 database, already converted into the MARIO-readable format. It serves as the foundational raw dataset for the implementation of additional sector-specific modifications, should they be required.

MARIO database. This database is in the MARIO-compatible format and is prepared to be used for both background and sufficiency scenario analyses described in the paper. It allows users to avoid the steps of adding new sectors and to apply the assumptions and hypotheses needed to replicate the findings of the study.

Files for shocks. This package includes all data and assumptions necessary to apply the scenario-based shocks used in the study. These inputs are essential for reproducing the models and analyses.


Usage and Instructions

To ensure correct usage and replication of the analyses presented in the paper, all files should be used in conjunction with the instructions and scripts available in the associated GitHub repository. This repository is linked in the data availability section of the paper or at the following link: https://github.com/SESAM-Polimi/FULFILL_MARIO
DOI: 10.5281/zenodo.15308149
title: The role of sufficiency measures in decarbonizing Europe

description: The repository contains the database, data and results related to the article entitled "The role of sufficiency measures in a decarbonizing Europe", published on the 29th of April 2025 on Ecological Economics (DOI:  https://doi.org/10.1016/j.ecolecon.2025.108645) 

Contents of the Repository

This repository includes the key resources used and generated during the research. Below, the included files and their purposes are specified:



Extended results. This file contains the full set of results from the analyses performed for the study. These include detailed outputs, scenario comparisons, and sensitivity analyses that extend beyond the material reported in the paper.

Exiobase v3.3.18 - MARIO format. This is the unmodified Exiobase v3.3.18 database, already converted into the MARIO-readable format. It serves as the foundational raw dataset for the implementation of additional sector-specific modifications, should they be required.

MARIO database. This database is in the MARIO-compatible format and is prepared to be used for both background and sufficiency scenario analyses described in the paper. It allows users to avoid the steps of adding new sectors and to apply the assumptions and hypotheses needed to replicate the findings of the study.

Files for shocks. This package includes all data and assumptions necessary to apply the scenario-based shocks used in the study. These inputs are essential for reproducing the models and analyses.


Usage and Instructions

To ensure correct usage and replication of the analyses presented in the paper, all files should be used in conjunction with the instructions and scripts available in the associated GitHub repository. This repository is linked in the data availability section of the paper.
DOI: 10.5281/zenodo.15308822
title: The role of sufficiency measures in decarbonizing Europe

description: The repository contains the database, data and results related to the article entitled "The role of sufficiency measures in a decarbonizing Europe", published on the 29th of April 2025 on Ecological Economics (DOI:  https://doi.org/10.1016/j.ecolecon.2025.108645) 

Contents of the Repository

This repository includes the key resources used and generated during the research. Below, the included files and their purposes are specified:



Extended results. This file contains the full set of results from the analyses performed for the study. These include detailed outputs, scenario comparisons, and sensitivity analyses that extend beyond the material reported in the paper.

Exiobase v3.3.18 - MARIO format. This is the unmodified Exiobase v3.3.18 database, already converted into the MARIO-readable format. It serves as the foundational raw dataset for the implementation of additional sector-specific modifications, should they be required.

MARIO database. This database is in the MARIO-compatible format and is prepared to be used for both background and sufficiency scenario analyses described in the paper. It allows users to avoid the steps of adding new sectors and to apply the assumptions and hypotheses needed to replicate the findings of the study.

Files for shocks. This package includes all data and assumptions necessary to apply the scenario-based shocks used in the study. These inputs are essential for reproducing the models and analyses.


Usage and Instructions

To ensure correct usage and replication of the analyses presented in the paper, all files should be used in conjunction with the instructions and scripts available in the associated GitHub repository. This repository is linked in the data availability section of the paper.
DOI: 10.5281/zenodo.15070607
title: The role of sufficiency measures in decarbonizing Europe

description: The repository contains the database adopted in the paper "The role of sufficiency measures in a decarbonizing Europe", currently uncer review. Full description will come after the publication.
DOI: 10.5281/zenodo.15322941
title: Data repository for "Prescribed burning in montane Nardus grasslands: Fire frequency is key to balance vegetation structure and diversity", Franke et al., Biol. Cons.

description: This dataset contains the raw data used in the publication:“Prescribed burning in montane Nardus grasslands: Fire frequency is key to balance vegetation structure and diversity” by Franke et al. 2025 (Biological Conservation). The dataset includes the raw data (vegetation surveys, vegetation structure) collected from montane Nardus grasslands in the central German Rhön Mountains over multiple fire frequency treatments (e.g., annual, biennial, triennial, control). The data were collected during field campaigns conducted between 2016 and 2024.
DOI: 10.5281/zenodo.15070606
title: The role of sufficiency measures in decarbonizing Europe

description: The repository contains the database, data and results related to the article entitled "The role of sufficiency measures in a decarbonizing Europe", published on the 29th of April 2025 on Ecological Economics (DOI:  https://doi.org/10.1016/j.ecolecon.2025.108645) 

Contents of the Repository

This repository includes the key resources used and generated during the research. Below, the included files and their purposes are specified:



Extended results. This file contains the full set of results from the analyses performed for the study. These include detailed outputs, scenario comparisons, and sensitivity analyses that extend beyond the material reported in the paper.

Exiobase v3.3.18 - MARIO format. This is the unmodified Exiobase v3.3.18 database, already converted into the MARIO-readable format. It serves as the foundational raw dataset for the implementation of additional sector-specific modifications, should they be required.

MARIO database. This database is in the MARIO-compatible format and is prepared to be used for both background and sufficiency scenario analyses described in the paper. It allows users to avoid the steps of adding new sectors and to apply the assumptions and hypotheses needed to replicate the findings of the study.

Files for shocks. This package includes all data and assumptions necessary to apply the scenario-based shocks used in the study. These inputs are essential for reproducing the models and analyses.


Usage and Instructions

To ensure correct usage and replication of the analyses presented in the paper, all files should be used in conjunction with the instructions and scripts available in the associated GitHub repository. This repository is linked in the data availability section of the paper or at the following link: https://github.com/SESAM-Polimi/FULFILL_MARIO
DOI: 10.15468/dl.rn7knk
title: Occurrence Download

description: A dataset containing 127355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((86.89915 27.87504,105.6253 -15.08496,171.35044 -5.90547,126.55453 36.07538,86.89915 27.87504))",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 127355 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015769-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-2g9rn
title: Q53

description: Q53
DOI: 10.15468/dl.d6fxmh
title: Occurrence Download

description: A dataset containing 321017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 1984",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 321017 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010639-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp9j37
title: Occurrence Download

description: A dataset containing 23430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Argya subrufa)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 23430 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082543-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wz47yu
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caesalpinia bonduc",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082545-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110598127
title: Persepolis Fortification Anepigraphic Tablet 0843.102, PFAnep 0843.102

description: [Text Description:] Administrative text with seals PFUTS 0022; PFUTS 0023; PFUTS 0024. ❧ [Text or Publication Number Note:] PFAnep 0843.102, PFUT 0843-102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0022 on obverse; PFUTS 0023 on upper edge; PFUTS 0024 on reverse. ❧ [Physical Object Note:] Damage on bottom edge.
DOI: 10.25549/inscriptifact-ouc110598152
title: Persepolis Fortification Anepigraphic Tablet 0843.103, PFAnep 0843.103

description: [Text Description:] Administrative text with seals PFUTS 0025; illeg. ❧ [Text or Publication Number Note:] PFAnep 0843.103, PFUT 0843-103 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0025 on obverse, upper edge, reverse and bottom edge; illeg. on left edge. ❧ [Physical Object Note:] Damage on right edge
DOI: 10.25549/inscriptifact-ouc110598111
title: Persepolis Fortification Anepigraphic Tablet 0843.101, PFAnep 0843.101

description: [Text Description:] Administrative text with seal PFS 0793s. ❧ [Text or Publication Number Note:] PFAnep 0843.101, PFUT 0843-101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFS 0793s on obverse, left edge.
DOI: 10.5281/zenodo.17583521
title: AndroT: A dataset of Android Apps with Tests
DOI: 10.25549/inscriptifact-ouc110598151
title: Persepolis Fortification Anepigraphic Tablet 0843.103, PFAnep 0843.103

description: [Text Description:] Administrative text with seals PFUTS 0025; illeg. ❧ [Text or Publication Number Note:] PFAnep 0843.103, PFUT 0843-103 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0025 on obverse, upper edge, reverse and bottom edge; illeg. on left edge. ❧ [Physical Object Note:] Damage on right edge
DOI: 10.5281/zenodo.17583345
title: Brain Dynamics of Mental Manipulation (data and code)

description: Data and code related to the following article:

D. R. Quiroga-Martinez, et al., Brain dynamics of mental manipulation. [Preprint] (2025).Available at: https://doi.org/10.1101/2025.10.20.683458 [Accessed 29 October 2025].

The code includes a repository of libraries created for the analyses ("src" folder) and functions to perform the different analysis steps, numbered accordingly (e.g., "WM2a_compute_TFR.py")

We also provide preprocessed data and signals under the "data" folder including:

- Behavior and demographics- Band power time courses for each subject and frequency band- Decoding accuracies- Connectivity values for imcoh, GC and time reversed GC (gc_tr)- Phase-amplitude coupling values, both local and long-range.

Here we also include the output of statistical tests under the "stats" subfolder.