cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26208/f5m3-mr58
title: Data for manuscript “Does a shift to a novel host plant create a defense-free space for a specialist herbivore species?” at Functional Ecology

description: While host switches can promote speciation in herbivorous insects, the benefits of switching hosts has only been ascribed to escaping competition and natural enemies. Herbivores might also escape from the defenses of their ancestral host if their new host species lacks those defenses, but “defense-free space” has not been tested as a potential driver of host-associated speciation by increasing the likelihood of host shifts. We used field and laboratory experiments to test this hypothesis in goldenrod (Solidago spp.) and its gall fly (Eurosta solidaginis). The ancestral host (S. altissima) senses the volatile emissions (a putative sex pheromone) of male flies and increases its defenses against both gall induction by the fly and chewing herbivory from co-occurring herbivore species, while the effect of exposure to this emission was unknown for the derived host (S. gigantea). In growth chamber experiments, we found that both host-plant species responded similarly to fly pheromone in the levels of signaling phytohormones jasmonic acid and salicylic acid but that only S. altissima experienced reduced feeding by leaf beetles after pheromone exposure. In the field, S. altissima ramets were less preferred by ovipositing female gall flies after pheromone exposure, while there was no effect for S. gigantea. Conversely, pheromone exposure made S. gigantea ramets more susceptible to one type of herbivory: bunch galling by midge species. Our data show that the derived host, S. gigantea, does respond to the gall fly pheromone, but does so in a way that appears maladaptive for the plant, suggesting that escaping the defense of the ancestral host species provides an additional benefit to herbivores and an ecological mechanism for host switching and eventual speciation.
DOI: 10.5281/zenodo.15554178
title: (Re)design Optimization of a Quadcopter

description: This dataset supports all the experiments, simulations, surrogate modeling, and optimization analyses described in the paper title "Combining Data-Driven and Model-Driven methods to support Digital-Twin Engineering Design: A Case Study for the (Re)design Optimization of a Quadcopter". It includes:





Simulation Dataset:Over 1500 CAE simulation results (in CSV/Excel format), covering variations in design parameters, material properties, and boundary conditions. Each entry includes:




Experimental Propeller Data:Thrust, torque, and RPM measurements for three types of propellers across a range of speeds, used to define boundary conditions for simulation.




Surrogate Modeling Scripts:MATLAB scripts used to train and evaluate different surrogate models, including DMDc, neural networks, and Response Surface Modeling (RSM).




Optimization Scripts:MATLAB and modeFRONTIER scripts for running multi-objective optimization using GA, NSGA-II, and Pareto search. Includes configuration files, objective definitions, and outputs.




Annotated Plots and Figures:Pre-generated figures and plotting scripts used for visualizing simulation results, optimization outcomes, and model comparisons.




README File:A comprehensive README file is included, describing the structure of the dataset, instructions for reproducing key steps, software dependencies, and citation guidelines.



 

The dataset will be made publicly available  upon publication. Prior to that, access may be granted to editors and reviewers upon request via email. Once approved, full access will be provided, including all scripts and annotated datasets necessary for replication or extension of this work.
DOI: 10.5281/zenodo.15554179
title: (Re)design Optimization of a Quadcopter

description: This dataset supports all the experiments, simulations, surrogate modeling, and optimization analyses described in the paper title "Combining Data-Driven and Model-Driven methods to support Digital-Twin Engineering Design: A Case Study for the (Re)design Optimization of a Quadcopter". It includes:





Simulation Dataset:Over 1500 CAE simulation results (in CSV/Excel format), covering variations in design parameters, material properties, and boundary conditions. Each entry includes:




Experimental Propeller Data:Thrust, torque, and RPM measurements for three types of propellers across a range of speeds, used to define boundary conditions for simulation.




Surrogate Modeling Scripts:MATLAB scripts used to train and evaluate different surrogate models, including DMDc, neural networks, and Response Surface Modeling (RSM).




Optimization Scripts:MATLAB and modeFRONTIER scripts for running multi-objective optimization using GA, NSGA-II, and Pareto search. Includes configuration files, objective definitions, and outputs.




Annotated Plots and Figures:Pre-generated figures and plotting scripts used for visualizing simulation results, optimization outcomes, and model comparisons.




README File:A comprehensive README file is included, describing the structure of the dataset, instructions for reproducing key steps, software dependencies, and citation guidelines.



 

The dataset will be made publicly available  upon publication. Prior to that, access may be granted to editors and reviewers upon request via email. Once approved, full access will be provided, including all scripts and annotated datasets necessary for replication or extension of this work.
DOI: 10.25549/inscriptifact-ouc110821278
title: Persepolis Fortification Elamite Tablet 2273.103, Fort 2273.103

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2273.103 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] All edges broken, except for small part of bottom edge.
DOI: 10.25549/inscriptifact-ouc110821281
title: Persepolis Fortification Elamite Tablet 2273.103, Fort 2273.103

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2273.103 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] All edges broken, except for small part of bottom edge.
DOI: 10.25549/inscriptifact-ouc110821206
title: Persepolis Fortification Elamite Tablet 2272.102, Fort 2272.102

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2272.102 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Borken right edge, upper edge, most of left edge.
DOI: 10.25549/inscriptifact-ouc110821271
title: Persepolis Fortification Elamite Tablet 2273.103, Fort 2273.103

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2273.103 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] All edges broken, except for small part of bottom edge.
DOI: 10.25549/inscriptifact-ouc110822125
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822320
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822255
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.25549/inscriptifact-ouc110822323
title: Persepolis Fortification Elamite Tablet 2277.101, Fort 2277.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2277.101 ❧ [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-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Upper edge, left edge broken.
DOI: 10.15468/dl.fw8cw3
title: Occurrence Download

description: A dataset containing 3975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Osteocarpum F.Muell."
 ]
}

 The dataset includes 3975 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008821-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22033/esgf/cmip6.2076
title: NASA-GISS GISS-E2.1G model output prepared for CMIP6 VolMIP

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.VolMIP.NASA-GISS.GISS-E2-1-G' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The GISS-E2.1G climate model, released in 2019, includes the following components:
 aerosol: Varies with physics-version (p==1 none, p==3 OMA, p==4 TOMAS, p==5 MATRIX), atmos: GISS-E2.1 (2.5x2 degree; 144 x 90 longitude/latitude; 40 levels; top level 0.1 hPa), atmosChem: Varies with physics-version (p==1 Non-interactive, p&gt;1 GPUCCINI), land: GISS LSM, ocean: GISS Ocean (GO1, 1 degree; 360 x 180 longitude/latitude; 40 levels; top grid cell 0-10 m), seaIce: GISS SI. 
The model was run by the Goddard Institute for Space Studies, New York, NY 10025, USA (NASA-GISS) in native nominal resolutions: aerosol: 250 km, atmos: 250 km, atmosChem: 250 km, land: 250 km, ocean: 100 km, seaIce: 250 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.2543
title: AWI AWI-CM1.1MR model output prepared for CMIP6 CMIP 1pctCO2

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.CMIP.AWI.AWI-CM-1-1-MR.1pctCO2' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The AWI-CM 1.1 MR climate model, released in 2018, includes the following components:
 atmos: ECHAM6.3.04p1 (T127L95 native atmosphere T127 gaussian grid; 384 x 192 longitude/latitude; 95 levels; top level 80 km), land: JSBACH 3.20, ocean: FESOM 1.4 (unstructured grid in the horizontal with 830305 wet nodes; 46 levels; top grid cell 0-5 m), seaIce: FESOM 1.4. 
The model was run by the Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, Germany (AWI) in native nominal resolutions: atmos: 100 km, land: 100 km, ocean: 25 km, seaIce: 25 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.2568
title: AWI AWI-CM1.1MR model output prepared for CMIP6 CMIP abrupt-4xCO2

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.CMIP.AWI.AWI-CM-1-1-MR.abrupt-4xCO2' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The AWI-CM 1.1 MR climate model, released in 2018, includes the following components:
 atmos: ECHAM6.3.04p1 (T127L95 native atmosphere T127 gaussian grid; 384 x 192 longitude/latitude; 95 levels; top level 80 km), land: JSBACH 3.20, ocean: FESOM 1.4 (unstructured grid in the horizontal with 830305 wet nodes; 46 levels; top grid cell 0-5 m), seaIce: FESOM 1.4. 
The model was run by the Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, Germany (AWI) in native nominal resolutions: atmos: 100 km, land: 100 km, ocean: 25 km, seaIce: 25 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.2777
title: AWI AWI-CM1.1MR model output prepared for CMIP6 CMIP piControl

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.CMIP.AWI.AWI-CM-1-1-MR.piControl' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The AWI-CM 1.1 MR climate model, released in 2018, includes the following components:
 atmos: ECHAM6.3.04p1 (T127L95 native atmosphere T127 gaussian grid; 384 x 192 longitude/latitude; 95 levels; top level 80 km), land: JSBACH 3.20, ocean: FESOM 1.4 (unstructured grid in the horizontal with 830305 wet nodes; 46 levels; top grid cell 0-5 m), seaIce: FESOM 1.4. 
The model was run by the Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, Germany (AWI) in native nominal resolutions: atmos: 100 km, land: 100 km, ocean: 25 km, seaIce: 25 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.5984
title: MOHC HadGEM3-GC31-HM model output prepared for CMIP6 HighResMIP highres-future

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.HighResMIP.MOHC.HadGEM3-GC31-HM.highres-future' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The HadGEM3-GC3.1-N512ORCA025 climate model, released in 2016, includes the following components:
 aerosol: UKCA-GLOMAP-mode, atmos: MetUM-HadGEM3-GA7.1 (N512; 1024 x 768 longitude/latitude; 85 levels; top level 85 km), land: JULES-HadGEM3-GL7.1, ocean: NEMO-HadGEM3-GO6.0 (eORCA025 tripolar primarily 0.25 deg; 1440 x 1205 longitude/latitude; 75 levels; top grid cell 0-1 m), seaIce: CICE-HadGEM3-GSI8 (eORCA025 tripolar primarily 0.25 deg; 1440 x 1205 longitude/latitude). 
The model was run by the Met Office Hadley Centre, Fitzroy Road, Exeter, Devon, EX1 3PB, UK (MOHC) in native nominal resolutions: aerosol: 50 km, atmos: 50 km, land: 50 km, ocean: 25 km, seaIce: 25 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.