cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/mtq5zw3r
title: OptDigits dataset for hand-written digits

description: The OptDigits dataset is a collection of data matrices of dimension n = 3,823 and D = 64, representing small-sized hand-written digits.
DOI: 10.57702/cslrq4wo
title: Yale-CMU-Berkeley Dataset

description: The dataset used in the paper is a simulated dataset for scene understanding and planning tasks, containing images of objects and scenes.
DOI: 10.57702/fsh3yqzp
title: Network Repository

description: A large dataset containing thousands of real-world networks ranging from genetic, protein interaction, and metabolic networks to brain, language, ecology, and social networks
DOI: 10.57702/c4z2oyom
title: Discontinuous Time-Series

description: The dataset contains m = 320 points equally spaced in time from [0, 2] and the total number of random features in SRMD is set to N = 50m = 16000.
DOI: 10.57702/b6kncd96
title: CNNMTT

description: A dataset for multi-target tracking using CNN-based features.
DOI: 10.57702/sg4h066i
title: FewCLUE dataset

description: The FewCLUE dataset is a Chinese few-shot learning evaluation benchmark.
DOI: 10.15468/dl.htqfxu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 0,-150 0,-150 30,-180 30,-180 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064532-250920141307145/datasets/export for details.
DOI: 10.15468/dl.aygp4p
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus kesiya)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 376 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.29230
title: Research on the Factors Affecting the Stability of Amplitude-Type Optically Addressed Spatial Light Modulators
title: Research on the Factors Affecting the Stability of Amplitude-Type Optically Addressed Spatial Light Modulators

description: As a key optical field modulation component in high-power laser systems, the amplitude-type optically addressed spatial light modulator (OASLM) plays a critical role in determining the overall system performance and reliability. In this research, we systematically investigate the stability characteristics and jitter suppression mechanisms of OASLMs through comprehensive experiments and numerical simulations. The results reveal that although different models of electrically addressed liquid crystal on silicon (LCOS) modulators exhibit significant variations in jitter—reaching up to 67.64%—the jitter of the readout beam can be effectively suppressed to below 2% after modulation by the OASLM. Furthermore, the device demonstrates highly consistent and robust stability in the saturation regime. Analysis based on the addressing light modulation chain indicates that pixel aggregation and temporal low-pass filtering substantially attenuate jitter transmission, while the electro-optic saturation response of the liquid crystal layer under a high electric field further reduces the system’s sensitivity to external perturbations. These findings provide both theoretical guidance and experimental support for the design and optimization of high-stability OASLMs, offering valuable insights for advanced photonic applications such as inertial confinement fusion and high-resolution imaging.
description: As a key optical field modulation component in high-power laser systems, the amplitude-type optically addressed spatial light modulator (OASLM) plays a critical role in determining the overall system performance and reliability. In this research, we systematically investigate the stability characteristics and jitter suppression mechanisms of OASLMs through comprehensive experiments and numerical simulations. The results reveal that although different models of electrically addressed liquid crystal on silicon (LCOS) modulators exhibit significant variations in jitter—reaching up to 67.64%—the jitter of the readout beam can be effectively suppressed to below 2% after modulation by the OASLM. Furthermore, the device demonstrates highly consistent and robust stability in the saturation regime. Analysis based on the addressing light modulation chain indicates that pixel aggregation and temporal low-pass filtering substantially attenuate jitter transmission, while the electro-optic saturation response of the liquid crystal layer under a high electric field further reduces the system’s sensitivity to external perturbations. These findings provide both theoretical guidance and experimental support for the design and optimization of high-stability OASLMs, offering valuable insights for advanced photonic applications such as inertial confinement fusion and high-resolution imaging.
DOI: 10.15468/dl.axcyu5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycymeris stellata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064534-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxnu2d
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WII Herbarium Dataset"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064535-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cz3yy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 -60,-120 -60,-120 -30,-150 -30,-150 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064536-250920141307145/datasets/export for details.
DOI: 10.57760/sciencedb.29210
title: Pol-ISARSpaceTarget-1.0: Polarimetric ISAR electromagnetic simulation dataset for space target fine recognition
title: Pol-ISARSpaceTarget-1.0：极化ISAR空间目标精细识别电磁仿真数据集

description: This dataset comprises polarimetric ISAR image data of six types of space targets, including parabolic antenna radar satellites, plane antenna radar satellites, communication satellites, and optical satellites, as well as semantic annotations for nine categories of key components. It provides essential data support for fine-grained classification and recognition of space targets. The construction process and detailed description of the dataset are presented in the paper entitled “Pol-ISARSpaceTarget-1.0: Polarimetric ISAR Electromagnetic Simulation Dataset for Space Target Fine Recognition.”
description: This dataset comprises polarimetric ISAR image data of six types of space targets, including parabolic antenna radar satellites, plane antenna radar satellites, communication satellites, and optical satellites, as well as semantic annotations for nine categories of key components. It provides essential data support for fine-grained classification and recognition of space targets. The construction process and detailed description of the dataset are presented in the paper entitled “Pol-ISARSpaceTarget-1.0: Polarimetric ISAR Electromagnetic Simulation Dataset for Space Target Fine Recognition.”
DOI: 10.57760/sciencedb.29160
title: CMiLBench: A Hierarchical Multitask Benchmark for Low-Resource Minority Languages in China
title: CMiLBench: A Hierarchical Multitask Benchmark for Low-Resource Minority Languages in China

description: As large language models (LLMs) continue to advance, they achieve strong performance on high-resource language tasks and show promising potential for low-resource language processing. However, existing benchmarks primarily focus on high-resource languages, with limited coverage of Chinese minority languages. To address this gap, we introduce CMiLBench (Chinese Minority Language Benchmark), a comprehensive evaluation framework targeting three key Chinese minority languages: Tibetan, Mongolian, and Uyghur. CMiLBench comprises 17 task categories and 24,663 samples, covering both language understanding and generation. Several tasks are derived from native corpora and culturally grounded content, offering a realistic assessment of model performance in authentic minority language scenarios. Tasks are stratified into five difficulty levels, and evaluation is conducted using both automatic metrics and LLM-as-a-Judge scoring. We evaluate 14 leading commercial and open-source LLMs, demonstrating that CMiLBench serves as a reliable benchmark and is broadly applicable for evaluating LLMs’ capabilities in Chinese minority languages, thereby calibrating current technological progress and advancing research and application development of multilingual models for low-resource languages.
description: As large language models (LLMs) continue to advance, they achieve strong performance on high-resource language tasks and show promising potential for low-resource language processing. However, existing benchmarks primarily focus on high-resource languages, with limited coverage of Chinese minority languages. To address this gap, we introduce CMiLBench (Chinese Minority Language Benchmark), a comprehensive evaluation framework targeting three key Chinese minority languages: Tibetan, Mongolian, and Uyghur. CMiLBench comprises 17 task categories and 24,663 samples, covering both language understanding and generation. Several tasks are derived from native corpora and culturally grounded content, offering a realistic assessment of model performance in authentic minority language scenarios. Tasks are stratified into five difficulty levels, and evaluation is conducted using both automatic metrics and LLM-as-a-Judge scoring. We evaluate 14 leading commercial and open-source LLMs, demonstrating that CMiLBench serves as a reliable benchmark and is broadly applicable for evaluating LLMs’ capabilities in Chinese minority languages, thereby calibrating current technological progress and advancing research and application development of multilingual models for low-resource languages.
DOI: 10.15468/dl.6bxxzh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyathea dealbata",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064537-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ya6b3
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blumenbachia dissecta"
 ]
}

 The dataset includes 205 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064538-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgdqn4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 30,180 30,180 60,150 60,150 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064540-250920141307145/datasets/export for details.
DOI: 10.15468/dl.6s4jw7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -60,-90 -60,-90 -30,-120 -30,-120 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064541-250920141307145/datasets/export for details.
DOI: 10.15468/dl.k8y2n6
title: Occurrence Download

description: A dataset containing 1772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus koraiensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1772 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064542-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30215389.v3
title: Dataset for "<b>Closed-Loop Discovery of H Spillover-Driven CO</b><sub><strong>2</strong></sub><b> Reduction in Acidic Electrolyte by Phosphine-Modified Cu</b>"

description: Electrochemical CO<sub>2</sub> reduction (CO<sub>2</sub>RR) in acidic media provides high carbon efficiency but suffers from strong competition with hydrogen evolution. Using a closed-loop discovery platform that integrates autonomous experimentation with active learning, we systematically explored phosphine-modified Cu catalysts and identified 1,1,1-tris(diphenylphosphinomethyl)ethane–Cu with 79% C<sub>2+</sub> Faradaic efficiency and a highest partial current density of 319 mA cm<sup>−2</sup>. Beyond catalyst optimization, isotope-labeling and depth-profiling studies revealed a striking mechanistic feature: C<sub>2</sub> products originate predominantly from gas-phase CO<sub>2</sub> reacting inside the dry porous Cu layer, where *H species, generated at the water/Cu interface, spill over to hydrogenate accumulated *CO. This contrasts with the prevailing view that multi-carbon products mainly form at the wetted water–Cu–gas triphasic interface. By decoupling *H generation from CO<sub>2</sub> supply, the optimized catalyst suppresses hydrogen evolution and promotes C–C coupling under acidic conditions. Our study thus demonstrates how closed-loop catalyst discovery not only delivers high-performing systems but also leads to uncovering overlooked mechanistic pathways in electrochemical CO<sub>2</sub> conversion.
DOI: 10.5281/zenodo.17302180
title: SHRM, Social Capital, Employee Loyalty, and Employee Retention
DOI: 10.5281/zenodo.17302181
title: SHRM, Social Capital, Employee Loyalty, and Employee Retention
DOI: 10.15468/dl.2env98
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 30,-90 30,-90 60,-120 60,-120 30))"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064543-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e5uqw
title: Occurrence Download

description: A dataset listing the 1950 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is WII Herbarium Dataset"
 ]
}

 The dataset's 1950 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064529-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyc9qz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blechnum cordatum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064544-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvk84p
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus latteri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064546-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25928/es-2019-tab
title: BGR Energiedaten 2019 - Daten zur Entwicklungen der deutschen und globalen Energieversorgung

description: Daten (Extrakt der Energierohstoff-Datenbank der BGR) zur weltweiten Verfügbarkeit, der Förderung sowie zum Import und Export von Energierohstoffen. Datensätze zur Situation bei den erneuerbaren Energieträgern einschließlich der Tiefen Geothermie und den Energierohstoffen Erdöl, Erdgas, Kohle, Kernbrennstoffen mit Stand Ende 2019. Die Daten wurden aus Fachzeitschriften, wissenschaftlichen Publikationen, Berichten aus der Wirtschaft, Fachorganisationen und politischen Stellen, Internetquellen und eigenen Erhebungen zusammengestellt.
DOI: 10.15468/dl.pxsnsk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Struthioniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 -30,-60 -30,-60 0,-90 0,-90 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064547-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.15844731
title: Original data for "Microbial traits mediate blue carbon formation in coastal salt marshes"

description: This data table contains the corresponding soil, climate, and microbial data for the manuscript.
DOI: 10.5281/zenodo.15844730
title: Original data for "Microbial traits mediate blue carbon formation in coastal salt marshes"

description: This data table contains the corresponding soil, climate, and microbial data for the manuscript.
DOI: 10.25928/es-2021-tab
title: BGR Energiedaten 2021 - Daten und Entwicklungen der deutschen und globalen Energieversorgung

description: Daten (Extrakt der Energierohstoff-Datenbank der BGR) zur weltweiten Verfügbarkeit, der Förderung sowie zum Import und Export von Energierohstoffen. Datensätze zur Situation bei den erneuerbaren Energieträgern einschließlich der Tiefen Geothermie und den Energierohstoffen Erdöl, Erdgas, Kohle, Kernbrennstoffen mit Stand Ende 2019. Die Daten wurden aus Fachzeitschriften, wissenschaftlichen Publikationen, Berichten aus der Wirtschaft, Fachorganisationen und politischen Stellen, Internetquellen und eigenen Erhebungen zusammengestellt.
DOI: 10.15468/dl.65brb3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Woodwardia radicans",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064548-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz25xq
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Woodwardia radicans",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064549-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xry2h7
title: Occurrence Download

description: A dataset containing 5050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Microphthalmidae"
 ]
}

 The dataset includes 5050 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064550-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25928/es-2022-tab
title: BGR Energiedaten 2022 - Daten und Entwicklungen der deutschen und globalen Energieversorgung

description: Daten (Extrakt der Energierohstoff-Datenbank der BGR) zur weltweiten Verfügbarkeit, der Förderung sowie zum Import und Export von Energierohstoffen. Datensätze zur Situation bei den erneuerbaren Energieträgern einschließlich der Tiefen Geothermie und den Energierohstoffen Erdöl, Erdgas, Kohle, Kernbrennstoffen mit Stand Ende 2021. Die Daten wurden aus Fachzeitschriften, wissenschaftlichen Publikationen, Berichten aus der Wirtschaft, Fachorganisationen und politischen Stellen, Internetquellen und eigenen Erhebungen zusammengestellt.
DOI: 10.15468/dl.sdx2jy
title: Occurrence Download

description: A dataset containing 21161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Festuca pratensis"
 ]
}

 The dataset includes 21161 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064551-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnekx5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piciformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 -90,30 -90,30 -60,0 -60,0 -90))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064552-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.