cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/rbm-ouc1615119
title: The North American Indian, vol. 9

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.j00148.00011
title: Pan-plastome of Salvia miltiorrhiza
title: Pan-plastome of Salvia miltiorrhiza

description: The pan-plastome nucleic acid sequences of Salvia miltiorrhiza, providing a comprehensive genomic resource for further analysis of genetic diversity and evolution
description: The pan-plastome nucleic acid sequences of Salvia miltiorrhiza, providing a comprehensive genomic resource for further analysis of genetic diversity and evolution
DOI: 10.25549/rbm-ouc1615135
title: The North American Indian, vol. 9

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1615120
title: The North American Indian, vol. 9

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1615150
title: The North American Indian, vol. 9

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611405
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610874
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611046
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610942
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610937
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610948
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.dvsemt
title: Occurrence Download

description: A dataset containing 13191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinamus major",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13191 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000824-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1611034
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611048
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611116
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.3535/lpt-tmy-fvm
title: Pandanus utilis Bory

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25549/rbm-ouc1611130
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611155
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610729
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610878
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610735
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610869
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610752
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.qs29g7
title: Occurrence Download

description: A dataset containing 114 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Ostorhinchus novemfasciatus"
 ]
}

 The dataset includes 114 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000825-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1611407
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611398
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611543
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611501
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611473
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613018
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613173
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613146
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613109
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613114
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613165
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1612998
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613167
title: The North American Indian, vol. 5

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613488
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613469
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610875
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610902
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610903
title: The North American Indian, vol. 15

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610633
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610584
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610594
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610579
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610585
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.25380
title: IoT intrusion detection dataset for decentralized federated learning
title: IoT intrusion detection dataset for decentralized federated learning

description: The dataset comprises intrusion detection data collected from IoT crowdsensing devices (sourced from Electrosense) for the purpose of training decentralized federated learning models. It includes data from eight distinct IoT devices: Raspberry Pi 4 (devices 1 and 2) and Raspberry Pi 3B (devices 3 to 8). The anomalous data represent both normal operational behavior and behavior under infection by eight different types of malware, including Botnet, HttpBackdoor, Backdoor, TheTick, Beurk, Bdvl, XMRig Coinminer, and Ransomware. Device activity is recorded across multiple behavioral dimensions: system calls and processes, kernel events, file system operations, resource usage, input/output activities, and network behavior.The dataset is organized into two main components: the raw behavior logs, stored in the subdirectory 0_raw_collected_data, and the preprocessed feature representations, located in 1_syscall_processed_features. The total dataset size is 308.1 GB, comprising approximately 21 million behavioral records.
description: The dataset comprises intrusion detection data collected from IoT crowdsensing devices (sourced from Electrosense) for the purpose of training decentralized federated learning models. It includes data from eight distinct IoT devices: Raspberry Pi 4 (devices 1 and 2) and Raspberry Pi 3B (devices 3 to 8). The anomalous data represent both normal operational behavior and behavior under infection by eight different types of malware, including Botnet, HttpBackdoor, Backdoor, TheTick, Beurk, Bdvl, XMRig Coinminer, and Ransomware. Device activity is recorded across multiple behavioral dimensions: system calls and processes, kernel events, file system operations, resource usage, input/output activities, and network behavior.The dataset is organized into two main components: the raw behavior logs, stored in the subdirectory 0_raw_collected_data, and the preprocessed feature representations, located in 1_syscall_processed_features. The total dataset size is 308.1 GB, comprising approximately 21 million behavioral records.
DOI: 10.25549/rbm-ouc1610587
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610599
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610608
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610613
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610647
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610617
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.sbcqrk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fringilla montifringilla"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000826-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1610732
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.27961
title: Isolation and Biological Characteristics of a Strain of Broad - Spectrum Phage infecting Enterobacter .xiangfangensis
title: 1株广谱香坊肠杆菌噬菌体的分离及其生物学特性

description: ObjectiveEnterobacter cloacaeMethodsIn March 2025, using a CR-ECC clinical isolate preserved in the laboratory as the host, bacteriophages were isolated from untreated hospital sewage at the Second Affiliated Hospital of Soochow University using the double-layer agar plate method. Key biological characteristics—including morphology, host range, environmental adaptability, optimal multiplicity of infection (MOI), and one-step growth kinetics—were analyzed. Furthermore, the antibacterial efficacy of the phage was assessed through in vitro growth inhibition assays, time-kill assay and Galleria mellonella infection models.
description: ObjectiveEnterobacter cloacaeMethodsIn March 2025, using a CR-ECC clinical isolate preserved in the laboratory as the host, bacteriophages were isolated from untreated hospital sewage at the Second Affiliated Hospital of Soochow University using the double-layer agar plate method. Key biological characteristics—including morphology, host range, environmental adaptability, optimal multiplicity of infection (MOI), and one-step growth kinetics—were analyzed. Furthermore, the antibacterial efficacy of the phage was assessed through in vitro growth inhibition assays, time-kill assay and Galleria mellonella infection models.
DOI: 10.25549/rbm-ouc1610289
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610295
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.5281/zenodo.18795416
title: ThibEquation v6.1 — Analyse de Reconnaissance SKGC : Lunes de Jupiter sous Hypothèse 3I/ATLAS

description: Résumé : Ce jeu de données présente les mesures et calculs de la version 6.1 du framework ThibEquation appliqués aux lunes de Jupiter. Il évalue chaque objet selon la formule scellée ThibScore = 0.40*S + 0.30*K + 0.20*G + 0.10*C. Les poids (S : signature matérielle, K : cinématique, G : géométrie, C : contexte) sont immuables dans cette version.

Contenu :- MANIFEST.md : liste et sommes de contrôle.- thibscore_calculator.py : script Python vérifiant l'intégrité.- METHODOLOGY.md : méthodologie complète et mapping sectoriel.- LICENSE.txt : licence CC BY 4.0.- ERRATA_v61.md : corrections et historique des versions.- README.md : document de présentation et résumé.- thibscores_jupiter_moons_v61.csv : données primaires (scores vérifiés).- thibscore_specification_v61.json : spécification du modèle en JSON.

Principaux résultats (faits) :Les calculs attribuent les scores suivants (sur 10) : Ganymède = 8,450 (haute priorité / anormal), Europe = 8,100 (haute priorité / anormal, S conditionnel), Callisto = 7,850 (haute priorité / anormal), Himalia = 6,000 (à surveiller / marginal), Io = 5,650 (à surveiller / marginal) et Amalthée = 2,700 (naturel / non viable). Ces scores sont issus des données mesurées et des vecteurs S, K, G et C détaillés dans les fichiers.

Hypothèse (déclarée) : L'analyse repose sur l'hypothèse conditionnelle que 3I/ATLAS est une sonde de reconnaissance extraterrestre étudiant le système solaire. Cette hypothèse n'est pas certifiée ; le ThibScore (v6.1) de 3I/ATLAS est 6,197 (à surveiller / marginal), et aucun signal de signature Ni pur ou CVD n'a été confirmé.

Licence : Les fichiers sont distribués sous licence Creative Commons Attribution 4.0 (CC-BY-4.0).
DOI: 10.25549/rbm-ouc1610364
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.5281/zenodo.18795415
title: ThibEquation v6.1 — Analyse de Reconnaissance SKGC : Lunes de Jupiter sous Hypothèse 3I/ATLAS

description: Résumé : Ce jeu de données présente les mesures et calculs de la version 6.1 du framework ThibEquation appliqués aux lunes de Jupiter. Il évalue chaque objet selon la formule scellée ThibScore = 0.40*S + 0.30*K + 0.20*G + 0.10*C. Les poids (S : signature matérielle, K : cinématique, G : géométrie, C : contexte) sont immuables dans cette version.

Contenu :- MANIFEST.md : liste et sommes de contrôle.- thibscore_calculator.py : script Python vérifiant l'intégrité.- METHODOLOGY.md : méthodologie complète et mapping sectoriel.- LICENSE.txt : licence CC BY 4.0.- ERRATA_v61.md : corrections et historique des versions.- README.md : document de présentation et résumé.- thibscores_jupiter_moons_v61.csv : données primaires (scores vérifiés).- thibscore_specification_v61.json : spécification du modèle en JSON.

Principaux résultats (faits) :Les calculs attribuent les scores suivants (sur 10) : Ganymède = 8,450 (haute priorité / anormal), Europe = 8,100 (haute priorité / anormal, S conditionnel), Callisto = 7,850 (haute priorité / anormal), Himalia = 6,000 (à surveiller / marginal), Io = 5,650 (à surveiller / marginal) et Amalthée = 2,700 (naturel / non viable). Ces scores sont issus des données mesurées et des vecteurs S, K, G et C détaillés dans les fichiers.

Hypothèse (déclarée) : L'analyse repose sur l'hypothèse conditionnelle que 3I/ATLAS est une sonde de reconnaissance extraterrestre étudiant le système solaire. Cette hypothèse n'est pas certifiée ; le ThibScore (v6.1) de 3I/ATLAS est 6,197 (à surveiller / marginal), et aucun signal de signature Ni pur ou CVD n'a été confirmé.

Licence : Les fichiers sont distribués sous licence Creative Commons Attribution 4.0 (CC-BY-4.0).
DOI: 10.57760/sciencedb.27914
title: Construction of Ni/USY catalyst based on LDHs precursor and pore tuning, and performance dataset for deep hydrogenation of phenanthrene
title: Construction of Ni/USY catalyst based on LDHs precursor and pore tuning, and performance dataset for deep hydrogenation of phenanthrene

description: Preparation of Ni/USY catalyst using hydrotalcite-like precursor and its phenanthrene hydrogenation performance
description: Preparation of Ni/USY catalyst using hydrotalcite-like precursor and its phenanthrene hydrogenation performance
DOI: 10.25549/rbm-ouc1610365
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610304
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.28059
title: Genome assembly of Dunnia sinensis
title: Genome assembly of Dunnia sinensis

description: De novo genome assembly was performed using Nextdenovo v2.3.1 based on Nanopore long reads, followed by multiple rounds of polishing with both long and short reads. Hi-C data were then used to scaffold contigs into chromosome-scale assemblies.
description: De novo genome assembly was performed using Nextdenovo v2.3.1 based on Nanopore long reads, followed by multiple rounds of polishing with both long and short reads. Hi-C data were then used to scaffold contigs into chromosome-scale assemblies.
DOI: 10.15468/dl.b4uh94
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palea steindachneri"
 ]
}

 The dataset includes 85 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000827-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1611227
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611223
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.27770
title: MRI data and key brain region datasets of a mixed group consisting of healthy individuals and patients with mild cognitive impairment
title: 健康人群与轻度认知障碍患者混合组MRI数据与关键脑区数据集

description: Approved by the Ethics Society of our hospital, 180 MRI images were collected, and after data cleaning, 151 healthy individuals who were diagnosed with mild cognitive impairment through other comprehensive methods were left behind. This dataset serves the research project on the application of artificial intelligence MRI brain segmentation technology combined with functional imaging in the early diagnosis of mild cognitive impairment. This project was funded by the Wenzhou Basic Public Welfare Project Fund (Project Number: 2024Y0867). 
description: Approved by the Ethics Society of our hospital, 180 MRI images were collected, and after data cleaning, 151 healthy individuals who were diagnosed with mild cognitive impairment through other comprehensive methods were left behind. This dataset serves the research project on the application of artificial intelligence MRI brain segmentation technology combined with functional imaging in the early diagnosis of mild cognitive impairment. This project was funded by the Wenzhou Basic Public Welfare Project Fund (Project Number: 2024Y0867).
DOI: 10.25549/rbm-ouc1611231
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611239
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611245
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.dsuput
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "DatasetKey is Xeno-canto - Bird sounds from around the world",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2023-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000828-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.