cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00231.00047
title: A dataset of 16S rRNA Gene Amplicon Sequencing Bacterial Community During the Entire Period of Litopenaeus vannamei Larvae
title: 对虾幼体培育全阶段细菌群落16S rRNA基因扩增子测序数据集

description: This dataset focuses on the entire rearing cycle of Litopenaeus vannamei larvae, and systematically compiles the raw microbial sequencing data of 102 samples from larval individuals and environmental water across all stages of shrimp seed rearing. It is also accompanied by a complete set of data quality control parameters, thereby providing a comprehensive and standardized basic data resource for microecological research in this field.
description: This dataset focuses on the entire rearing cycle of Litopenaeus vannamei larvae, and systematically compiles the raw microbial sequencing data of 102 samples from larval individuals and environmental water across all stages of shrimp seed rearing. It is also accompanied by a complete set of data quality control parameters, thereby providing a comprehensive and standardized basic data resource for microecological research in this field.
DOI: 10.25549/rbm-ouc1613505
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.27980
title: The Dataset of the article “Machine Learning-Assisted Design of High-Temperature BSPT-Based Piezoelectric Ce-ramics with Enhanced Dual Properties”
title: The Dataset of the article “Machine Learning-Assisted Design of High-Temperature BSPT-Based Piezoelectric Ce-ramics with Enhanced Dual Properties”

description: This dataset contains 200 BSPT (BiScO3–PbTiO3)-based piezoelectric ceramic samples collected from peer-reviewed published literature. Each entry includes composition information, elemental descriptors, Curie temperature (TC), piezoelectric coefficient (d33), and corresponding literature references with DOIs to ensure full traceability.This dataset supports reproducible research in data-driven design of high-temperature piezoelectric ceramics and facilitates further development of machine learning approaches for functional ceramic materials.
description: This dataset contains 200 BSPT (BiScO3–PbTiO3)-based piezoelectric ceramic samples collected from peer-reviewed published literature. Each entry includes composition information, elemental descriptors, Curie temperature (TC), piezoelectric coefficient (d33), and corresponding literature references with DOIs to ensure full traceability.This dataset supports reproducible research in data-driven design of high-temperature piezoelectric ceramics and facilitates further development of machine learning approaches for functional ceramic materials.
DOI: 10.15468/dl.ryq9um
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinamus tao",
 "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 835 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000829-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1613470
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1614093
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1614000
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1613984
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610911
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.57760/sciencedb.space.03053
title: Time Series Data of SHARP Magnetic Characteristic Parameters at Neutral Lines of Active Regions for Solar Flare Forecasting
title: 太阳耀斑预报活动区中性线SHARP磁特征参数时间序列数据

description: The original data are sourced from the SDO data product called Space-weather HMI Active Region Patches (SHARP), which automatically identifies AR patches from the vector magnetic field data. The total amount of data used in this study exceeds one million records. The data covers 1,290 solar active regions (HARPNUM ranging from 1 to 7,325; IDs assigned chronologically) and includes all available HMI SHARP data from this period, spanning approximately one solar cycle from May 1, 2010, to November 29, 2021 (roughly solar cycle 24). In the flare forecasting task, considering the scarcity of data available for training, we set the test-to-training data ratio to 19 to allow the model to learn from more cases. About 130 active regions serve as the test set, while 1,160 are in the training set.We divided the 1,290 active regions numbered from 1 to 7325 into 10 groups, each containing 129 active region numbers. Each group is further split into 10 partitions, called "folds" (each fold containing 12 or 13 active region numbers) for cross-validation. For the experiment with the N-th fold, the test set consists of the N-th fold from each group, while the remaining active regions comprise the training set.
description: The original data are sourced from the SDO data product called Space-weather HMI Active Region Patches (SHARP), which automatically identifies AR patches from the vector magnetic field data. The total amount of data used in this study exceeds one million records. The data covers 1,290 solar active regions (HARPNUM ranging from 1 to 7,325; IDs assigned chronologically) and includes all available HMI SHARP data from this period, spanning approximately one solar cycle from May 1, 2010, to November 29, 2021 (roughly solar cycle 24). In the flare forecasting task, considering the scarcity of data available for training, we set the test-to-training data ratio to 19 to allow the model to learn from more cases. About 130 active regions serve as the test set, while 1,160 are in the training set.We divided the 1,290 active regions numbered from 1 to 7325 into 10 groups, each containing 129 active region numbers. Each group is further split into 10 partitions, called "folds" (each fold containing 12 or 13 active region numbers) for cross-validation. For the experiment with the N-th fold, the test set consists of the N-th fold from each group, while the remaining active regions comprise the training set.
DOI: 10.15468/dl.wbk367
title: Occurrence Download

description: A dataset containing 47 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 compressus"
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000830-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1611397
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611402
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611463
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611480
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc113857509
title: The North American Indian, vol. 8 supplement

description: 37 plates supplementing volume six of The North American Indian.
DOI: 10.25549/rbm-ouc113871170
title: The North American Indian, vol. 11 supplement

description: 36 plates supplementing volume eleven of The North American Indian.
DOI: 10.25549/rbm-ouc113871180
title: The North American Indian, vol. 6

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc113871182
title: The North American Indian, vol. 8

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc113871192
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc113832566
title: Album arqueologico Mexicano, I

description: Album de fotografías de monumentos arqueológicos pre-Hispanicos para the University of Southern California. [s.l.: s.n., 19--]. Tomo I. "Al Doctor Rufus B. Von Kleinsmid, Presidente de The University of Southern California, cortesía de los Ferrocarriles nacionales de México." -- cover of Tomo I.
DOI: 10.25549/rbm-ouc111376378
title: Album arqueologico Mexicano, I

description: Album de fotografías de monumentos arqueológicos pre-Hispanicos para the University of Southern California. [s.l.: s.n., 19--]. Tomo I. "Al Doctor Rufus B. Von Kleinsmid, Presidente de The University of Southern California, cortesía de los Ferrocarriles nacionales de México." -- cover of Tomo I.
DOI: 10.25549/rbm-ouc111376390
title: Album arqueologico Mexicano, I

description: Album de fotografías de monumentos arqueológicos pre-Hispanicos para the University of Southern California. [s.l.: s.n., 19--]. Tomo I. "Al Doctor Rufus B. Von Kleinsmid, Presidente de The University of Southern California, cortesía de los Ferrocarriles nacionales de México." -- cover of Tomo I.
DOI: 10.25549/rbm-ouc111376302
title: Album arqueologico Mexicano, I

description: Album de fotografías de monumentos arqueológicos pre-Hispanicos para the University of Southern California. [s.l.: s.n., 19--]. Tomo I. "Al Doctor Rufus B. Von Kleinsmid, Presidente de The University of Southern California, cortesía de los Ferrocarriles nacionales de México." -- cover of Tomo I.
DOI: 10.25549/rbm-ouc111376361
title: Album arqueologico Mexicano, I

description: Album de fotografías de monumentos arqueológicos pre-Hispanicos para the University of Southern California. [s.l.: s.n., 19--]. Tomo I. "Al Doctor Rufus B. Von Kleinsmid, Presidente de The University of Southern California, cortesía de los Ferrocarriles nacionales de México." -- cover of Tomo I.
DOI: 10.25549/rbm-ouc1611244
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611323
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611314
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611320
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611256
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611493
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611487
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611484
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611486
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611492
title: The North American Indian, vol. 10

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610380
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610362
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610394
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610406
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610461
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611254
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611318
title: The North American Indian, vol. 18

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610943
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611114
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611158
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611221
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610939
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611026
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611041
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611049
title: The North American Indian, vol. 19

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610616
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610650
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610638
title: The North American Indian, vol. 16

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.13140/rg.2.2.18016.55046
title: The AI Vertical - The Agentic License: Financial Liability Standards for Autonomous Systems
DOI: 10.25549/rbm-ouc1610658
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.7662md
title: Occurrence Download

description: A dataset containing 44 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 Mycerobas affinis"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000834-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1610750
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610459
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.7f8v8c
title: Occurrence Download

description: A dataset containing 12121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tityra cayana",
 "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 12121 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000833-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctn42p
title: Occurrence Download

description: A dataset containing 0 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 Zoramia fragilis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000832-260226173443078/datasets/export for details.
DOI: 10.25549/rbm-ouc1610397
title: The North American Indian, vol. 13

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610504
title: The North American Indian, vol. 14

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610510
title: The North American Indian, vol. 14

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610542
title: The North American Indian, vol. 14

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

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelochelys bibroni"
 ]
}

 The dataset includes 67 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000835-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1611118
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610884
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611131
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1610945
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611125
title: The North American Indian, vol. 17

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611548
title: The North American Indian, vol. 20

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.25549/rbm-ouc1611546
title: The North American Indian, vol. 20

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.15468/dl.fb2sfu
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelochelys cantorii"
 ]
}

 The dataset includes 57 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000836-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-ouc1611537
title: The North American Indian, vol. 20

description: Materials from USC Special Collections including rare books, manuscripts, prints and posters.
DOI: 10.5281/zenodo.18795071
title: Southern Tibetan Plateau ice core glaciochemical and depositional records (1950-2021)

description: This dataset contains high-resolution glaciochemical records spanning 1950 to 2021 from two ice cores, Bugyai Kangri (BK) and Noijin Kangsang (NK), retrieved from the southern Tibetan Plateau.

1) Data content: The dataset consists of three core components: annual chronology established through stable oxygen isotopes (δ¹⁸O) and chemical tracers (Ca²⁺, NH₄⁺); time series of annual depositional fluxes for major ions including nitrate (NO₃⁻), ammonium (NH₄⁺), calcium (Ca²⁺), sodium (Na⁺), magnesium (Mg²⁺), potassium (K⁺), chloride (Cl⁻), and sulfate (SO₄²⁻); and source contribution shares derived from the Positive Matrix Factorization (PMF) model. These elements are vital for characterizing the transboundary transport of South Asian anthropogenic emissions.

2) Data sources and processing: Ice core samples were collected during the Second Tibetan Plateau Scientific Expedition in 2021. Samples were sectioned at resolutions of 2.5 to 5 cm in a cold laboratory. Ion concentrations were measured using ion chromatography (Dionex-AQ and ICS-6000). Depositional fluxes were calculated as the product of concentration and annual water equivalent accumulation rate.

3) Data quality description: Strict quality control was maintained during experimental analysis. Inter-laboratory cross-checks showed deviations below 5%. The dating accuracy exceeding 95%.

4) Application and prospects: The data have been used to evaluate the intensifying anthropogenic influence on southern Tibetan glaciers. It offers high potential for studies on cryospheric environmental evolution, regional air pollution modeling, and water resource management for the "Asian Water Tower."