cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/uschist-c104-258890
title: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer)

description: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-257532
title: USC Trojan family magazine, vol. 36, no. 4 (2004 Winter)

description: USC Trojan family magazine, vol. 36, no. 4 (2004 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-257692
title: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn)

description: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn). Published four times a year in February, May, August and November.
DOI: 10.5281/zenodo.18527593
title: Annotated ground truth for LiDAR SLAM loop closures

description: This dataset contains annotated loop closures.

Pair wise matching was performed manually, then with ICP for final refinement.

Each ground truth edge provide two LiDAR point clouds and ground truth relative pose between them.

Data was collected with handheld LiDAR LIVOX MID360 in the city center on pedestrian areas.

It is compatible with MapsHD/HDMapping.
DOI: 10.6084/m9.figshare.26324215
title: <b>Variation in Environmental Conditions and Biodiversity Between Contrasting Intertidal Habitats Across Multiple Spatial Scales on European Rocky Shores</b>

description: This dataset accompanies the study **“Variations in environmental conditions and biodiversity between contrasting intertidal habitats at multiple spatial scales across European rocky shores.”** Intertidal rocky shores experience strong environmental variability, and habitat-forming canopy algae can modulate local microclimate and light exposure, potentially altering community structure and biodiversity. The files documented below integrate daily aggregated environmental measurements (**temperature** and **light intensity**) with biodiversity metrics (**alpha diversity** and **beta dispersion**) across multiple spatial scales (plot, area, and site) in two European regions (NE Atlantic and Western Mediterranean). Resampling procedures (bootstrap/permutation) are included to estimate region-scale effects and generate null expectations for habitat differences.<br>
DOI: 10.6084/m9.figshare.26324215.v1
title: <b>Variation in Environmental Conditions and Biodiversity Between Contrasting Intertidal Habitats Across Multiple Spatial Scales on European Rocky Shores</b>

description: This dataset accompanies the study **“Variations in environmental conditions and biodiversity between contrasting intertidal habitats at multiple spatial scales across European rocky shores.”** Intertidal rocky shores experience strong environmental variability, and habitat-forming canopy algae can modulate local microclimate and light exposure, potentially altering community structure and biodiversity. The files documented below integrate daily aggregated environmental measurements (**temperature** and **light intensity**) with biodiversity metrics (**alpha diversity** and **beta dispersion**) across multiple spatial scales (plot, area, and site) in two European regions (NE Atlantic and Western Mediterranean). Resampling procedures (bootstrap/permutation) are included to estimate region-scale effects and generate null expectations for habitat differences.<br>
DOI: 10.5281/zenodo.18527592
title: Annotated ground truth for LiDAR SLAM loop closures

description: This dataset contains annotated loop closures.

Pair wise matching was performed manually, then with ICP for final refinement.

Each ground truth edge provide two LiDAR point clouds and ground truth relative pose between them.

Data was collected with handheld LiDAR LIVOX MID360 in the city center on pedestrian areas.

It is compatible with MapsHD/HDMapping.
DOI: 10.25549/uschist-c104-257694
title: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn)

description: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-257695
title: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn)

description: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-257705
title: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn)

description: USC Trojan family magazine, vol. 37, no. 3 (2005 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258955
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258962
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258765
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258768
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258772
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258892
title: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer)

description: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258969
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258981
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258992
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258994
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258592
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258607
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258612
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258616
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258620
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258621
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258697
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258700
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258704
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258709
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258996
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.5281/zenodo.18727148
title: Optimisation Under Constraints V: Machine Intelligence in Theoretical Cosmology: Multi-Agent Large Language Model Collaborative Structured Reasoning

description: This work presents a documented methodological case study of multi-agent large language model (LLM) collaboration applied to theoretical cosmology. Using the construction of a renormalisation group (RG)-motivated Early Dark Energy (EDE) framework as testbed, we formalise and critically examine an AI-assisted workflow incorporating GPT-series models (OpenAI), Gemini (Google), and Kimi K2.5 (Moonshot AI) in distinct functional roles: symbolic derivation, adversarial probing, and logical validation.

The central contribution is methodological rather than cosmological. We demonstrate that large language models, when deployed under explicit constraint and cross-validation protocols, can significantly accelerate the hypothesis-generation and formalisation stages of effective field theory construction. At the same time, we identify essential limitations: absence of genuine numerical execution, lack of uniqueness proofs, and continued dependence on human-directed physical insight.

It aims to consolidate the AI-assisted workflow into a reproducible methodological framework, providing transparency regarding multiple LLM/AI contribution, validation structure, and human verification and oversight being first and foremost.

Such architectures may be particularly relevant for latency-constrained or physically inaccessible environments, including deep-space missions, autonomous planetary habitats, and extreme terrestrial research installations, I welcome any collaborative expansion, Scrutiny/constructive criticism Into further research.
DOI: 10.25549/uschist-c104-258997
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259005
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259019
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259024
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258878
title: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer)

description: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258886
title: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer)

description: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258973
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258975
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258985
title: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter)

description: USC Trojan family magazine, vol. 40, no. 4 (2008 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258778
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258797
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258817
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258819
title: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring)

description: USC Trojan family magazine, vol. 40, no. 1 (2008 Spring). Published four times a year in February, May, August and November.
DOI: 10.15468/dl.93yt2f
title: Occurrence Download

description: A dataset containing 3646 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant specimens of Mie Prefectural Museum"
 ]
}

 The dataset includes 3646 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000373-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-258834
title: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer)

description: USC Trojan family magazine, vol. 40, no. 2 (2008 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259189
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259191
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259193
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259198
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259201
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259207
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259217
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259222
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259224
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259237
title: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn)

description: USC Trojan family magazine, vol. 41, no. 3 (2009 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258549
title: USC Trojan family magazine, vol. 39, no. 1 (2007 Spring)

description: USC Trojan family magazine, vol. 39, no. 1 (2007 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258576
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258577
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258589
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258591
title: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer)

description: USC Trojan family magazine, vol. 39, no. 2 (2007 Summer). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258710
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258718
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258722
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258723
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258724
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258912
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258922
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.15468/dl.6kp74y
title: Occurrence Download

description: A dataset containing 37667 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Canadian Museum of Nature Amphibian and Reptile Collection"
 ]
}

 The dataset includes 37667 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000374-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-258932
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258935
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258949
title: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn)

description: USC Trojan family magazine, vol. 40, no. 3 (2008 Autumn). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259060
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259062
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259063
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259078
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259082
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259040
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259047
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259050
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259057
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-259059
title: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring)

description: USC Trojan family magazine, vol. 41, no. 1 (2009 Spring). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258733
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.
DOI: 10.25549/uschist-c104-258737
title: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter)

description: USC Trojan family magazine, vol. 39, no. 4 (2007 Winter). Published four times a year in February, May, August and November.