cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25403/upresearchdata.29413913
title: Perceptions of Public Order Policing (POP) officials on the factors that contribute to the escalation of violence during protests

description: This study investigates the perceptions of law enforcement officials on factors that escalate violence during protests. Violent protests have caused extensive damage and loss of life, yet early prediction of such violence remains unclear. The research aims to identify contributing factors to improve risk assessment, prevention, and response strategies, particularly given rising unrest linked to socio-economic inequality and inadequate service delivery. This study used a qualitative, phenomenological approach to explore individuals' lived experiences of violent protest escalation. Data was collected through in-depth interviews and analysed thematically to uncover patterns and meanings. Guided by an interpretivist paradigm, the research focused on understanding participants’ subjective realities while maintaining objectivity and minimising bias during analysis. This study ensured trustworthiness by applying key qualitative criteria: dependability, credibility, transferability, and confirmability. Strategies included an audit trail, reflexive journaling, member checking, and rich contextual descriptions. Though source triangulation was limited, theoretical triangulation was used. Reflexivity was maintained to minimise bias, ensuring findings were accurate, credible, and grounded in participants’ lived experiences.
DOI: 10.25403/upresearchdata.29413913.v1
title: Perceptions of Public Order Policing (POP) officials on the factors that contribute to the escalation of violence during protests

description: This study investigates the perceptions of law enforcement officials on factors that escalate violence during protests. Violent protests have caused extensive damage and loss of life, yet early prediction of such violence remains unclear. The research aims to identify contributing factors to improve risk assessment, prevention, and response strategies, particularly given rising unrest linked to socio-economic inequality and inadequate service delivery. This study used a qualitative, phenomenological approach to explore individuals' lived experiences of violent protest escalation. Data was collected through in-depth interviews and analysed thematically to uncover patterns and meanings. Guided by an interpretivist paradigm, the research focused on understanding participants’ subjective realities while maintaining objectivity and minimising bias during analysis. This study ensured trustworthiness by applying key qualitative criteria: dependability, credibility, transferability, and confirmability. Strategies included an audit trail, reflexive journaling, member checking, and rich contextual descriptions. Though source triangulation was limited, theoretical triangulation was used. Reflexivity was maintained to minimise bias, ensuring findings were accurate, credible, and grounded in participants’ lived experiences.
DOI: 10.15468/dl.te4nzj
title: Occurrence Download

description: A dataset listing the 334 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is GYPSUM LICHENS: a global data set of lichen species from gypsum ecosystems"
 ]
}

 The dataset's 334 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083483-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57710/alba-es-2024098662
title: A Directional Metamaterial: Controlling Information Flow using In-plane Magnetic Fields

description: A wide range of spin-based systems have recently emerged as candidates for novel neuromorphic computing devices. One such system is artificial spin ice (ASI), a class of magnetic metamaterials consisting of interacting bistable nanomagnets. Recently, we have shown that we can control the magnetic states of ASIs using astroid clocking, a method which uses global magnetic field pulses to gradually grow and shrink domains in an ASI[1]. Although astroid clocking offers control necessary for computation, domains grow equally in opposite directions, making it difficult to propagate signals through the ASI. Controlling directional information flow, which is a requirement for successful computation[2], thus remains a challenge. We present directional ASIs, a novel class of ASI geometries designed to support directional flow of information. By subjecting an ASI to a series of in-plane magnetic fields, simulations show that we can produce a variety of magnetic states which reliably grow and move in a single direction. In this work, we seek to experimentally characterize the so-called directionality of our system by investigating the dynamics of the magnetic states of a directional ASI as it is subjected to global in-plane field protocols.
DOI: 10.5281/zenodo.15780451
title: Dataset of System Usability Scores reported in the literature for robotics-assisted rehabilitation.

description: This dataset was collected to perform a meta-analysis of System Usability Scores of robotics-assisted devices. The meta-analysis is described in a paper that will be soon published as proceedings for the IEEE ICORR 2025 Conference
DOI: 10.5281/zenodo.15780452
title: Dataset of System Usability Scores reported in the literature for robotics-assisted rehabilitation.

description: This dataset was collected to perform a meta-analysis of System Usability Scores of robotics-assisted devices. The meta-analysis is described in a paper that will be soon published as proceedings for the IEEE ICORR 2025 Conference
DOI: 10.15468/dl.r9syrj
title: Occurrence Download

description: A dataset containing 2603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia tomentosa Salm-Dyck",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2603 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083491-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptnuf6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Curcuma wenyujin Y.H.Chen & C.Ling"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083492-250525065834625/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.29444174.v1
title: SampleData

description: We propose a novel metric for assessing the similarity of contour line groups by considering topographic features, aiming to evaluate the similarity of contour groups from a holistic perspective. First, we analyze and define the geometric, topological, and topographic similarity calculation metrics for contour line groups. Next, we apply the Analytic Hierarchy Process using ten criteria, which are encompassed by these three similarity metrics. To validate the effectiveness of the proposed metric, we select hillock areas within Suide County, China, as a case study for examining the similarity of contour line groups. The results demonstrate that the proposed metric provides a more precise quantitative framework for delineating the subtle differences and similarities among multi-source and multi-scale contour line groups within the overall similarity. Moreover, the metric also establishes a foundation for the quantitative assessment of surface morphology and the classification of geomorphological types.
DOI: 10.6084/m9.figshare.29444174
title: SampleData

description: We propose a novel metric for assessing the similarity of contour line groups by considering topographic features, aiming to evaluate the similarity of contour groups from a holistic perspective. First, we analyze and define the geometric, topological, and topographic similarity calculation metrics for contour line groups. Next, we apply the Analytic Hierarchy Process using ten criteria, which are encompassed by these three similarity metrics. To validate the effectiveness of the proposed metric, we select hillock areas within Suide County, China, as a case study for examining the similarity of contour line groups. The results demonstrate that the proposed metric provides a more precise quantitative framework for delineating the subtle differences and similarities among multi-source and multi-scale contour line groups within the overall similarity. Moreover, the metric also establishes a foundation for the quantitative assessment of surface morphology and the classification of geomorphological types.
DOI: 10.15468/dl.68nyh9
title: Occurrence Download

description: A dataset containing 3949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix aphylla (L.) H.Karst.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3949 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083494-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zy77f
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antiaris toxicaria (Pers.) Lesch.",
 "Year 1821-2025"
 ]
}

 The dataset includes 58 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083493-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cupwce
title: Occurrence Download

description: A dataset containing 1584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix aphylla (L.) H.Karst.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1584 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083496-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpzby7
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix aphylla (L.) H.Karst.",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 354 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083495-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/gspt-gd92
title: "Metal suspension arm crack propagation dataset"

description: "The cantilever beam is defined along the coordinate system: length 10 mm (x-axis), thickness 2 mm (z-axis), height 3 mm (y-axis). The left end face is subjected to a fixed constraint, and the upper surface is subjected to a uniformly distributed pressure load of 10\u201350 Pa. The initial crack is designed as a linear defect with a length of 2 mm and a depth of 0.2 mm, with its starting position parameterised along the x-axis at intervals of 0.5 mm. "
DOI: 10.6084/m9.figshare.29444984
title: Dataset

description: While experiments have explored shared predator effects on multiple prey, frequency-dependent foraging in natural settings remains understudied. We investigated whether predator learning induces negative frequency-dependent predation and associational effects among galls formed by two aphid species, <i>Hamamelistes miyabei</i> and <i>H. betulinus</i>, on <i>Hamamelis japonica</i>. Field observations revealed that rodent predation (mainly by <i>Apodemus argenteus</i> and <i>Glirulus japonicus</i>) shifted with the relative frequency of the two gall types: as the proportion of <i>H. miyabei</i> galls increased, predation on <i>H. betulinus</i> galls decreased. Laboratory experiments with <i>A. argenteus</i> showed that naïve individuals exhibited no preference and consumed both gall types equally. However, after repeated exposure, they preferred <i>H. miyabei</i> galls due to higher foraging efficiency. This learned preference led to reduced handling time and increased predation on <i>H. miyabei</i>, while the more structurally complex <i>H. betulinus</i> galls conferred protection by reducing predation efficiency. These findings suggest that gall structural complexity and predator learning interact to create associational effects that reduce predation on less frequent gall types. This mechanism may promote the coexistence of closely related galling aphids and maintain morphological diversity. Our results indicate that associational effects mediated by predator learning contribute to gall diversity by potentially creating novel ecological niches.
DOI: 10.6084/m9.figshare.29444984.v1
title: Associational Effects of Closely Related Insect Galls on Rodent Predators Mediated by Predator LearningKosuke Kikuchi<sup>1</sup>, Haruna Koishi<sup>1</sup>, Kei Okuda<sup>2</sup>, Hiroshi Ikeda<sup>1</sup>, Michiko Sasabe<sup>1</sup>, Akira Yamawo<sup>1,</sup><sup>3</sup>

description: While experiments have explored shared predator effects on multiple prey, frequency-dependent foraging in natural settings remains understudied. We investigated whether predator learning induces negative frequency-dependent predation and associational effects among galls formed by two aphid species, <i>Hamamelistes miyabei</i> and <i>H. betulinus</i>, on <i>Hamamelis japonica</i>. Field observations revealed that rodent predation (mainly by <i>Apodemus argenteus</i> and <i>Glirulus japonicus</i>) shifted with the relative frequency of the two gall types: as the proportion of <i>H. miyabei</i> galls increased, predation on <i>H. betulinus</i> galls decreased. Laboratory experiments with <i>A. argenteus</i> showed that naïve individuals exhibited no preference and consumed both gall types equally. However, after repeated exposure, they preferred <i>H. miyabei</i> galls due to higher foraging efficiency. This learned preference led to reduced handling time and increased predation on <i>H. miyabei</i>, while the more structurally complex <i>H. betulinus</i> galls conferred protection by reducing predation efficiency. These findings suggest that gall structural complexity and predator learning interact to create associational effects that reduce predation on less frequent gall types. This mechanism may promote the coexistence of closely related galling aphids and maintain morphological diversity. Our results indicate that associational effects mediated by predator learning contribute to gall diversity by potentially creating novel ecological niches.
DOI: 10.6084/m9.figshare.29444984.v2
title: Dataset

description: While experiments have explored shared predator effects on multiple prey, frequency-dependent foraging in natural settings remains understudied. We investigated whether predator learning induces negative frequency-dependent predation and associational effects among galls formed by two aphid species, <i>Hamamelistes miyabei</i> and <i>H. betulinus</i>, on <i>Hamamelis japonica</i>. Field observations revealed that rodent predation (mainly by <i>Apodemus argenteus</i> and <i>Glirulus japonicus</i>) shifted with the relative frequency of the two gall types: as the proportion of <i>H. miyabei</i> galls increased, predation on <i>H. betulinus</i> galls decreased. Laboratory experiments with <i>A. argenteus</i> showed that naïve individuals exhibited no preference and consumed both gall types equally. However, after repeated exposure, they preferred <i>H. miyabei</i> galls due to higher foraging efficiency. This learned preference led to reduced handling time and increased predation on <i>H. miyabei</i>, while the more structurally complex <i>H. betulinus</i> galls conferred protection by reducing predation efficiency. These findings suggest that gall structural complexity and predator learning interact to create associational effects that reduce predation on less frequent gall types. This mechanism may promote the coexistence of closely related galling aphids and maintain morphological diversity. Our results indicate that associational effects mediated by predator learning contribute to gall diversity by potentially creating novel ecological niches.
DOI: 10.15468/dl.kkprxm
title: Occurrence Download

description: A dataset containing 1968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista linifolia L.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1968 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083499-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb6qrk
title: Occurrence Download

description: A dataset containing 108179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe",
 "TaxonKey is Ciconia nigra (Linnaeus, 1758)"
 ]
}

 The dataset includes 108179 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083490-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15780193
title: Dataset in "Monitoring Nearshore Sediment Response to Tides and Currents using Submarine Fiber-Optic Cable"
DOI: 10.5281/zenodo.15780194
title: Dataset in "Monitoring Nearshore Sediment Response to Tides and Currents using Submarine Fiber-Optic Cable"
DOI: 10.15468/dl.2knmdv
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista linifolia L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 241 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083500-250525065834625/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.29375792
title: Usability Aplikasi Indodax Menggunakan Lima Atribut Neilsen

description: Indodax adalah salah satu platform perdagangan cryptocurrency di Indonesia yang populasinya terus berkembang di kalangan masyarakat. Dalam dunia aplikasi digital, kemudahan penggunaan menjadi elemen kunci untuk menciptakan pengalaman pengguna yang memuaskan. Penelitian ini bertujuan untuk menilai kemudahan penggunaan aplikasi Indodax dengan mengacu pada lima atribut menurut Nielsen, yakni learnability, efficiency, memorability, errors, dan satisfaction. Metodologi yang dipakai dalam penelitian ini adalah pendekatan kuantitatif melalui penyebaran kuesioner kepada 65 peserta, sementara analisis data dilakukan dengan menggunakan SEM-PLS melalui SmartPLS versi 4. Hasil dari penelitian ini menunjukkan bahwa satisfaction, efficiency, dan learnability memiliki pengaruh yang signifikan terhadap usability, sedangkan errors dan memorability tidak menunjukkan pengaruh yang sama. Temuan ini bisa dijadikan pedoman bagi para pengembang untuk meningkatkan kualitas aplikasi dengan fokus pada aspek usability yang paling berpengaruh
DOI: 10.6084/m9.figshare.29375792.v2
title: Usability Aplikasi Indodax Menggunakan Lima Atribut Neilsen

description: Indodax adalah salah satu platform perdagangan cryptocurrency di Indonesia yang populasinya terus berkembang di kalangan masyarakat. Dalam dunia aplikasi digital, kemudahan penggunaan menjadi elemen kunci untuk menciptakan pengalaman pengguna yang memuaskan. Penelitian ini bertujuan untuk menilai kemudahan penggunaan aplikasi Indodax dengan mengacu pada lima atribut menurut Nielsen, yakni learnability, efficiency, memorability, errors, dan satisfaction. Metodologi yang dipakai dalam penelitian ini adalah pendekatan kuantitatif melalui penyebaran kuesioner kepada 65 peserta, sementara analisis data dilakukan dengan menggunakan SEM-PLS melalui SmartPLS versi 4. Hasil dari penelitian ini menunjukkan bahwa satisfaction, efficiency, dan learnability memiliki pengaruh yang signifikan terhadap usability, sedangkan errors dan memorability tidak menunjukkan pengaruh yang sama. Temuan ini bisa dijadikan pedoman bagi para pengembang untuk meningkatkan kualitas aplikasi dengan fokus pada aspek usability yang paling berpengaruh
DOI: 10.6084/m9.figshare.29375792.v1
title: Usability Aplikasi Indodax Menggunakan Lima Atribut Neilsen

description: Indodax adalah salah satu platform perdagangan cryptocurrency di Indonesia yang populasinya terus berkembang di kalangan masyarakat. Dalam dunia aplikasi digital, kemudahan penggunaan menjadi elemen kunci untuk menciptakan pengalaman pengguna yang memuaskan. Penelitian ini bertujuan untuk menilai kemudahan penggunaan aplikasi Indodax dengan mengacu pada lima atribut menurut Nielsen, yakni learnability, efficiency, memorability, errors, dan satisfaction. Metodologi yang dipakai dalam penelitian ini adalah pendekatan kuantitatif melalui penyebaran kuesioner kepada 65 peserta, sementara analisis data dilakukan dengan menggunakan SEM-PLS melalui SmartPLS versi 4. Hasil dari penelitian ini menunjukkan bahwa satisfaction, efficiency, dan learnability memiliki pengaruh yang signifikan terhadap usability, sedangkan errors dan memorability tidak menunjukkan pengaruh yang sama. Temuan ini bisa dijadikan pedoman bagi para pengembang untuk meningkatkan kualitas aplikasi dengan fokus pada aspek usability yang paling berpengaruh
DOI: 10.21227/b0c1-3459
title: "GNSS-R  and scatterometer data used in the proposed method \"GREAT-Net\""

description: "This dataset contains the data used for the proposed method GREAT-Net, including GNSS-R data from Tianmu-1 and scatterometer data from Fengyun-3E WindRAD. As China Aerospace Science and industry (Beijing and Chongqing) Spatial information Application Co. Lid. has only authorized this data for academic research purposes and it is not authorized for public release, we only present partial raw WindRAD data along with preprocessed GNSS-R and scatterometer data."
DOI: 10.15468/dl.f5x5g7
title: Occurrence Download

description: A dataset containing 14341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista monspessulana (L.) L.A.S.Johnson",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14341 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083502-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah2jgq
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista monspessulana (L.) L.A.S.Johnson",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 224 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083503-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.