cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6zkvq2
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phalaropus fulicarius)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 485 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001932-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z92mn4
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phalaropus fulicarius)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 71 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001933-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttgjk2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABY4597"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001934-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njmpyy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001935-250711103210423/datasets/export for details.
DOI: 10.15468/dl.4uq29h
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABY4595"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001936-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ck9u5e
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phalacronotus micronemus)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001937-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8mxxv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphyosemion calliurum ahli"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001938-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9da9f
title: Occurrence Download

description: A dataset containing 649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piaractus brachypomus)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 649 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001939-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu6bdq
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platydoras armatulus)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 316 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001940-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3whwyr
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphyosemion australe"
 ]
}

 The dataset includes 93 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001941-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x248u8
title: Occurrence Download

description: A dataset containing 152368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phalaropus fulicarius)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 152368 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001926-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exrs7w
title: Occurrence Download

description: A dataset containing 1944369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-95.58 34.42,-76.37 34.42,-76.37 37.29,-95.58 37.29,-95.58 34.42))",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1944369 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001894-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt9h8p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001942-250711103210423/datasets/export for details.
DOI: 10.15468/dl.tub2fd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE3324"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001943-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/7hdzws
title: Childhood Violence Exposure, Antisocial Traits, and Aggression in Adolescents and Young Adults

description: Code and data to recreate analyses in Kasparek et al., Cycles of violence: Associations between childhood violence exposure, antisocial traits, and aggressive behavior. This study investigated whether childhood violence exposure is associated with antisocial traits and aggressive behavior across two studies spanning adolescence and young adulthood. 78 adolescents (ages 13–18) in Study 1 and 455 young adults (18-25) in Study 2 completed validated measures of violence exposure, transdiagnostic psychopathology, and aggressive behavior in an ecologically-valid aggression paradigm. Analyses focused on how exposure to interpersonal and early-life violence predicted both trait-level antisocial features and behaviorally assessed aggression.
DOI: 10.15468/dl.jqzvpt
title: Occurrence Download

description: A dataset containing 9471937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9471937 records from 3017 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001900-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/9qvb-an40
title: "Understanding Feature-Level Limitations in Unsupervised IDS for Automotive CAN Networks"

description: "Modern vehicles rely heavily on the Controller Area Network (CAN) for real-time communication among Electronic Control Units (ECUs). As connectivity increases, in-vehicle networks face escalating cybersecurity risks from message spoofing, denial-of-service, and replay attacks. While recent Intrusion Detection Systems (IDS) employ deep learning and hybrid architectures to achieve high detection accuracy, their feature-level robustness and interpretability remain underexplored.This study investigates the feature-space limitations of unsupervised anomaly detection for CAN traffic using an IsolationForest-based baseline. CAN datasets comprising normal, DoS, spoofing, replay, and fuzzy attacks were virtually generated in a controlled Bash\/Linux simulation environment, ensuring reproducible message patterns and attack timing. The model achieved a moderate ROC-AUC of 0.78, with low recall, revealing that anomalies are not statistically distinct in conventional feature dimensions (CAN ID, DLC, payload bytes b0\u2013b7, and inter-frame timing).Detailed diagnostics\u2014including feature distribution analysis, anomaly score histograms, and ID overlap evaluation\u2014demonstrate that all attack IDs overlap fully with normal IDs, and payload distributions are nearly identical. Consequently, unsupervised IDS approaches such as IsolationForest struggle to separate attack and normal frames based purely on statistical outlier detection.These findings expose a critical research gap: the absence of discriminative features in raw CAN traffic limits anomaly-based IDS performance. The study motivates future work on temporal correlation modeling, multimodal feature fusion, and hybrid deep-learning IDS to enhance recall and reliability in automotive cybersecurity."
DOI: 10.15468/dl.as3bzp
title: Occurrence Download

description: A dataset containing 10609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 2018",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 10609 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012199-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30391348
title: Regulating Membrane Ion Clusters to Alleviate Ammonia Crossover in Thermally Regenerative Batteries

description: supporting information
DOI: 10.60893/figshare.apl.30391348.v1
title: Regulating Membrane Ion Clusters to Alleviate Ammonia Crossover in Thermally Regenerative Batteries

description: supporting information
DOI: 10.48366/r1559528
title: Comparative analysis of genetic algorithm-based approaches for Android malware detection

description: This study provides a comparison between works that exploit genetic algorithms to detect Android malware
DOI: 10.60893/figshare.apl.30376375
title: Supplemental Material for "The formation of elliptical Néel-type skyrmions via anisotropic exchange and Dzyaloshinskii-Moriya interactions"

description: Supplementary material for Monte Carlo simula
tions on L and ρ for isotropic interactions; the influence of
 different lattice sizes on spin textures via ηJ and ηD; the spin
 textures under increasing magnetic fields Bz; the comparison of anisotropy parameters and ellipticity ranges across key studies; the skyrmion deformation with varying ηD; and the distributions of skyrmion ellipticity f under DMI anisotropy.
DOI: 10.60893/figshare.apl.30376375.v1
title: Supplemental Material for "The formation of elliptical Néel-type skyrmions via anisotropic exchange and Dzyaloshinskii-Moriya interactions"

description: Supplementary material for Monte Carlo simula
tions on L and ρ for isotropic interactions; the influence of
 different lattice sizes on spin textures via ηJ and ηD; the spin
 textures under increasing magnetic fields Bz; the comparison of anisotropy parameters and ellipticity ranges across key studies; the skyrmion deformation with varying ηD; and the distributions of skyrmion ellipticity f under DMI anisotropy.
DOI: 10.15468/dl.7rz764
title: Occurrence Download

description: A dataset containing 18529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 2019",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 18529 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012200-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30374716
title: Supplemental Matieral

description: Temperature-dependent photoluminescence spectroscopy, zero-field splitting
DOI: 10.60893/figshare.apl.30374716.v1
title: Supplemental Matieral

description: Temperature-dependent photoluminescence spectroscopy, zero-field splitting
DOI: 10.60893/figshare.apl.30364909
title: Supplementary Material

description: Supplementary Material consists of growth optimization of ultrathin 2H-VS2 material.
DOI: 10.60893/figshare.apl.30364909.v1
title: Supplementary Material

description: Supplementary Material consists of growth optimization of ultrathin 2H-VS2 material.
DOI: 10.15468/dl.mm4hrv
title: Occurrence Download

description: A dataset containing 21611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 21611 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012201-251025141854904/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.30513833
title: <b>Dynamic </b><b>p</b><b>ricing and </b><b>d</b><b>ispatching in </b><b>c</b><b>ar-</b><b>s</b><b>haring </b><b>s</b><b>ystems</b>

description: Artificial intelligence (AI) is reshaping intelligent mobility and shared transportation systems. However, current car-sharing system (CSS) optimization frameworks rarely capture social learning dynamics among users, which significantly influence mobility demand and market responses. To address this gap, we develop an AI-enabled dynamic decision-making framework integrating a monopoly CSS operator and heterogeneous consumers with network-driven social learning (SL). The operator optimizes real-time pricing and fleet dispatching decisions through deep reinforcement learning (DRL), while consumers make bounded-rational service and membership choices influenced by SL. A three-layer mobility ecosystem is constructed, consisting of a CSS station network, urban travel network, and consumer social network. Behavioral parameters are calibrated through user surveys, and two scenarios—with and without SL—are simulated. Results indicate that SL encourages lower real-time prices and reduces fleet redistribution pressure by stabilizing spatial demand, improving consumer welfare but reducing operator profit. SL also introduces short-term decision volatility due to imperfect rationality. This study contributes to AI-driven transportation research by integrating human behavior learning, multi-network mobility environments, and DRL-based policy optimization, providing insights for socially adaptive shared mobility services in future urban transportation systems.
DOI: 10.6084/m9.figshare.30513833.v1
title: <b>Dynamic </b><b>p</b><b>ricing and </b><b>d</b><b>ispatching in </b><b>c</b><b>ar-</b><b>s</b><b>haring </b><b>s</b><b>ystems</b>

description: Artificial intelligence (AI) is reshaping intelligent mobility and shared transportation systems. However, current car-sharing system (CSS) optimization frameworks rarely capture social learning dynamics among users, which significantly influence mobility demand and market responses. To address this gap, we develop an AI-enabled dynamic decision-making framework integrating a monopoly CSS operator and heterogeneous consumers with network-driven social learning (SL). The operator optimizes real-time pricing and fleet dispatching decisions through deep reinforcement learning (DRL), while consumers make bounded-rational service and membership choices influenced by SL. A three-layer mobility ecosystem is constructed, consisting of a CSS station network, urban travel network, and consumer social network. Behavioral parameters are calibrated through user surveys, and two scenarios—with and without SL—are simulated. Results indicate that SL encourages lower real-time prices and reduces fleet redistribution pressure by stabilizing spatial demand, improving consumer welfare but reducing operator profit. SL also introduces short-term decision volatility due to imperfect rationality. This study contributes to AI-driven transportation research by integrating human behavior learning, multi-network mobility environments, and DRL-based policy optimization, providing insights for socially adaptive shared mobility services in future urban transportation systems.
DOI: 10.15468/dl.2bkhn8
title: Occurrence Download

description: A dataset containing 600537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus elaphus"
 ]
}

 The dataset includes 600537 records from 1360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012193-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jap.30347713
title: Supplemental Material

description: Revised Supplemental Material
DOI: 10.60893/figshare.jap.30347713.v1
title: Supplemental Material

description: Revised Supplemental Material
DOI: 10.60893/figshare.jap.30329845
title: Supplement

description: Optimized structure parameters along with band gap and Berry curvature values are tabulated, electronic band structures (PBE), elastic constants and stability criteria, spin-projected band structures (PBE+SOC), contour plots of the Berry curvature distribution as well as the same plotted along high-symmetry paths of MX monolayers (M = Zn, Cd; X = S, Se, Te), various components of BCD plotted against E-EF for unstrained monolayers, schematic illustration of uniaxial strain, spin-projected band structures along with Berry curvature as a line along the high symmetry k points plotted for strained monolayers, Strain-dependent evolution BCD components plotted against E-EF corresponding to ZnTe and CdTe monolayers for uniaxial strain of {plus minus}10% along with pristine and elastic constants and stability of strained monolayers are presented.
DOI: 10.60893/figshare.jap.30329845.v1
title: Supplement

description: Optimized structure parameters along with band gap and Berry curvature values are tabulated, electronic band structures (PBE), elastic constants and stability criteria, spin-projected band structures (PBE+SOC), contour plots of the Berry curvature distribution as well as the same plotted along high-symmetry paths of MX monolayers (M = Zn, Cd; X = S, Se, Te), various components of BCD plotted against E-EF for unstrained monolayers, schematic illustration of uniaxial strain, spin-projected band structures along with Berry curvature as a line along the high symmetry k points plotted for strained monolayers, Strain-dependent evolution BCD components plotted against E-EF corresponding to ZnTe and CdTe monolayers for uniaxial strain of {plus minus}10% along with pristine and elastic constants and stability of strained monolayers are presented.
DOI: 10.60893/figshare.jap.30347716
title: Supplement A, Supplement B, Supplement C, Supplement D,Supplement E

description: Supplement A: The specific derivation process of the scattered o-light and e-light
Supplement B: Results of the physical experiment: angle-resolved Raman intensity distribution under the oblique backscattering configuration in the HV case
Supplement C: Results of the numerical experiment: the influence of principal stress difference and orientation angle on the Raman shift
Supplement D: The significant errors when ignoring W4, W5 and W6
Supplement E: Parameters tables
DOI: 10.60893/figshare.jap.30347716.v1
title: Supplement A, Supplement B, Supplement C, Supplement D,Supplement E

description: Supplement A: The specific derivation process of the scattered o-light and e-light
Supplement B: Results of the physical experiment: angle-resolved Raman intensity distribution under the oblique backscattering configuration in the HV case
Supplement C: Results of the numerical experiment: the influence of principal stress difference and orientation angle on the Raman shift
Supplement D: The significant errors when ignoring W4, W5 and W6
Supplement E: Parameters tables
DOI: 10.15468/dl.kdeuk9
title: Occurrence Download

description: A dataset containing 41849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 2021",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 41849 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012202-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.