cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r8v5cp
title: Occurrence Download

description: A dataset listing the 21 species recorded in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry MULTIPOLYGON (((-64.35417 48.97048, -64.35892 48.97699, -64.36345 48.9748, -64.36762 48.97308, -64.38573 48.97247, -64.39181 48.96766, -64.39703 48.96538, -64.3973 48.95961, -64.3888 48.95484, -64.38784 48.95092, -64.38059 48.94987, -64.36668 48.94137, -64.35136 48.94558, -64.34553 48.95342, -64.3467 48.9581, -64.34849 48.96158, -64.35501 48.9675, -64.35417 48.97048)))"
 ]
}

 The dataset's 21 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037461-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15644741
title: VandalFire ML Framework: Validation Part 3

description: Vandal Fire Intelligence (VFI) : Validation Part 3 (2025)

This document is part of a two-part research package submitted to Zenodo. It is supported by the companion Jupyter Notebook  'vf-validation-part3.ipynb`, which contains all source code, data diagnostics, and visualizations referenced herein. The PDF version of that notebook is `vf-validation-part3.pdf`.

Contact: Jeffrey Logan, Earth and Spatial Sciences, University of Idaho 

Email: jeffrey.logan@uidaho.edu 

ORCID: 0009-0001-9415-5809

VFI is a high‐performance, Dask powered platform developed to deliver dynamic, scalable flammability predictions to serve hyperlocal needs and global flammability analyses (Logan, Smith 2024). VFI informs fire managers, climate researchers, and NASA/NSF-aligned programs about evolving flammability risk patterns under changing environmental conditions. This builds on other documented efforts to explore single climate variables associated with wildfire activity in the Columbia River Basin Area of the United States from 1979-2025, such as



Wind Speed Trends (https://doi.org/10.5281/zenodo.15485100)

1000 Hour Fuel Moisture Trends (https://doi.org/10.5281/zenodo.15446652)

Vapor Pressure Deficit Trends (https://doi.org/10.5281/zenodo.15391290).

Vandal Fire Intelligence (Columbia River Basin  https://doi.org/10.5281/zenodo.15580220).
DOI: 10.5281/zenodo.15644742
title: VandalFire ML Framework: Validation Part 3

description: Vandal Fire Intelligence (VFI) : Validation Part 3 (2025)

This document is part of a two-part research package submitted to Zenodo. It is supported by the companion Jupyter Notebook  'vf-validation-part3.ipynb`, which contains all source code, data diagnostics, and visualizations referenced herein. The PDF version of that notebook is `vf-validation-part3.pdf`.

Contact: Jeffrey Logan, Earth and Spatial Sciences, University of Idaho 

Email: jeffrey.logan@uidaho.edu 

ORCID: 0009-0001-9415-5809

VFI is a high‐performance, Dask powered platform developed to deliver dynamic, scalable flammability predictions to serve hyperlocal needs and global flammability analyses (Logan, Smith 2024). VFI informs fire managers, climate researchers, and NASA/NSF-aligned programs about evolving flammability risk patterns under changing environmental conditions. This builds on other documented efforts to explore single climate variables associated with wildfire activity in the Columbia River Basin Area of the United States from 1979-2025, such as



Wind Speed Trends (https://doi.org/10.5281/zenodo.15485100)

1000 Hour Fuel Moisture Trends (https://doi.org/10.5281/zenodo.15446652)

Vapor Pressure Deficit Trends (https://doi.org/10.5281/zenodo.15391290).

Vandal Fire Intelligence (Columbia River Basin  https://doi.org/10.5281/zenodo.15580220).
DOI: 10.15468/dl.248frv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenopus muelleri (Peters, 1844)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037468-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zu96sa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenopus muelleri (Peters, 1844)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037471-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v49k99
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is MEX.11_1",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neltuma laevigata (Humb. & Bonpl. ex Willd.) Britton & Rose",
 "Year 2000-2025"
 ]
}

 The dataset includes 253 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037472-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qppfab
title: Occurrence Download

description: A dataset containing 5564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordyline fruticosa (L.) A.Chev."
 ]
}

 The dataset includes 5564 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037473-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp374f
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenopus muelleri (Peters, 1844)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 163 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037475-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkrhq7
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichilia glabra"
 ]
}

 The dataset includes 720 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000299-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gseafq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Lindernia dubia"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000300-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vub3dn
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Symphoricarpos albus"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000302-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zybtqy
title: Occurrence Download

description: A dataset containing 482002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus europaeus"
 ]
}

 The dataset includes 482002 records from 2317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000235-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fnz4a
title: Occurrence Download

description: A dataset containing 3143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The mammals collection (ZM) of the Muséum national d'Histoire naturelle (MNHN - Paris)",
 "TaxonKey is Bovidae"
 ]
}

 The dataset includes 3143 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060172-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deuapv
title: Occurrence Download

description: A dataset containing 988114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -5.0",
 "DecimalLatitude is less than or equal to 0.0",
 "DecimalLongitude is greater than or equal to -80.0",
 "DecimalLongitude is less than or equal to -75.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 988114 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060158-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17985512
title: Manderscheid, Hirsch-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.17985511
title: Manderscheid, Hirsch-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.6084/m9.figshare.28749492
title: Aesthetic perception of urban biodiversity: a review of methodologies and statistical approaches

description: Understanding the links between biodiversity and human aesthetic perception is vital for designing favourable urban environments and aligning conservation goals with well-being agendas. Despite evidence supporting the preference for beautiful and biodiverse landscapes, inconsistencies exist. This study aims to review the empirical literature on aesthetic perception and biodiversity research in urban settings and identify key methodological challenges in that area of study. The method used is a systematic mapping. The results revealed a lack of a unified methodology for operationalizing the concepts of biodiversity and aesthetic perception, as well as a shortage of standardized, evidence-based statistical procedures. These gaps hinder the systematic analysis of the relationship between biodiversity and perception and contribute to the incompatibility of biodiversity and perception levels. We propose strategies to address these challenges. This review aims to advance the integration of aesthetics and biodiversity science at the methodological level.
DOI: 10.6084/m9.figshare.28749492.v1
title: Aesthetic perception of urban biodiversity: a review of methodologies and statistical approaches

description: Understanding the links between biodiversity and human aesthetic perception is vital for designing favourable urban environments and aligning conservation goals with well-being agendas. Despite evidence supporting the preference for beautiful and biodiverse landscapes, inconsistencies exist. This study aims to review the empirical literature on aesthetic perception and biodiversity research in urban settings and identify key methodological challenges in that area of study. The method used is a systematic mapping. The results revealed a lack of a unified methodology for operationalizing the concepts of biodiversity and aesthetic perception, as well as a shortage of standardized, evidence-based statistical procedures. These gaps hinder the systematic analysis of the relationship between biodiversity and perception and contribute to the incompatibility of biodiversity and perception levels. We propose strategies to address these challenges. This review aims to advance the integration of aesthetics and biodiversity science at the methodological level.
DOI: 10.6084/m9.figshare.30278534
title: Application of remotely sensed data and landscape metrics to understand the impacts of rapid urban expansion on wetland ecosystems

description: The rapid expansion of urban landscapes in less developed countries is causing severe ecological impacts on important ecosystems such as wetlands. This study aims to integrate multi-temporal remotely sensed data, field data and spatially explicit landscape metrics to understand the impacts of urban expansion on the structure of ecosystems at a small suburban scale. Remotely sensed data are used to monitor changes in the spatial structure of four land use land cover types over a period spanning from 2004 to 2020. The land use land cover classes were extracted from Landsat 5 and Landsat 8 images that were acquired from Google Earth Engine and classified using maximum likelihood supervised classification algorithm. To quantify land use land cover changes, five landscape metrics are used that are edge density, total edge, mean perimeter area ratio, area weighted mean shape index and the number of patches. Results show that landscape metrics used in this study increased between the study period, and this reflects a negative spillover effect of rapid urbanization on the natural landscape, as evidenced by wetland shrinkage and fragmentation. This study provides useful and nuanced quantification of the spatial and temporal dynamics of the urbanization phenomenon and the negative consequences on the wetland ecosystems. This can inform the development of more ecologically sensitive urban planning policies that enhance the integration of wetlands into the city’s land use management framework.
DOI: 10.6084/m9.figshare.30278534.v1
title: Application of remotely sensed data and landscape metrics to understand the impacts of rapid urban expansion on wetland ecosystems

description: The rapid expansion of urban landscapes in less developed countries is causing severe ecological impacts on important ecosystems such as wetlands. This study aims to integrate multi-temporal remotely sensed data, field data and spatially explicit landscape metrics to understand the impacts of urban expansion on the structure of ecosystems at a small suburban scale. Remotely sensed data are used to monitor changes in the spatial structure of four land use land cover types over a period spanning from 2004 to 2020. The land use land cover classes were extracted from Landsat 5 and Landsat 8 images that were acquired from Google Earth Engine and classified using maximum likelihood supervised classification algorithm. To quantify land use land cover changes, five landscape metrics are used that are edge density, total edge, mean perimeter area ratio, area weighted mean shape index and the number of patches. Results show that landscape metrics used in this study increased between the study period, and this reflects a negative spillover effect of rapid urbanization on the natural landscape, as evidenced by wetland shrinkage and fragmentation. This study provides useful and nuanced quantification of the spatial and temporal dynamics of the urbanization phenomenon and the negative consequences on the wetland ecosystems. This can inform the development of more ecologically sensitive urban planning policies that enhance the integration of wetlands into the city’s land use management framework.
DOI: 10.6084/m9.figshare.30814000
title: Mapping identity dynamics in heritage tourism: a bibliometric and theoretical review

description: Heritage tourism has a critical role in identity construction; however, the academic discourse remains disjointed. This study systematically maps the field through a robust mixed-methods approach, comprising a bibliometric analysis of 170 articles (1993–2025) from Scopus/Web of Science and an in-depth thematic review of 53 key studies. This integrated methodology synthesizes global literature, identifies key trends and informs the development of a universally adaptable framework. Bibliometric analysis reveals four distinct developmental phases, alongside geographical concentrations in specific regions. Thematic analysis identifies five core themes within the field. A novel Heritage Identity Dynamics Framework is proposed, elucidating identity construction through three interconnected dynamics: temporal identity negotiation, spatial identity anchoring and cultural identity hybridization. this framework advances theoretical understanding by integrating fragmented concepts across the literature and provides practical guidance for heritage management. It identifies 11 distinct types of heritage tourism, 12 key variables and three synergistic patterns of identity transformation. The framework also explores cultural moderation effects, demonstrating how collectivist and individualist contexts shape identity outcomes, thereby offering actionable insights for culturally adaptive experience design. By providing a predictive, dynamic model of heritage tourism, this study bridges the gap between theoretical understanding and practical application.
DOI: 10.6084/m9.figshare.30814000.v1
title: Mapping identity dynamics in heritage tourism: a bibliometric and theoretical review

description: Heritage tourism has a critical role in identity construction; however, the academic discourse remains disjointed. This study systematically maps the field through a robust mixed-methods approach, comprising a bibliometric analysis of 170 articles (1993–2025) from Scopus/Web of Science and an in-depth thematic review of 53 key studies. This integrated methodology synthesizes global literature, identifies key trends and informs the development of a universally adaptable framework. Bibliometric analysis reveals four distinct developmental phases, alongside geographical concentrations in specific regions. Thematic analysis identifies five core themes within the field. A novel Heritage Identity Dynamics Framework is proposed, elucidating identity construction through three interconnected dynamics: temporal identity negotiation, spatial identity anchoring and cultural identity hybridization. this framework advances theoretical understanding by integrating fragmented concepts across the literature and provides practical guidance for heritage management. It identifies 11 distinct types of heritage tourism, 12 key variables and three synergistic patterns of identity transformation. The framework also explores cultural moderation effects, demonstrating how collectivist and individualist contexts shape identity outcomes, thereby offering actionable insights for culturally adaptive experience design. By providing a predictive, dynamic model of heritage tourism, this study bridges the gap between theoretical understanding and practical application.
DOI: 10.6084/m9.figshare.29473497
title: Impact of negative word of mouth on consumers’ attitude. Moderating role of advertising under cognitive involvement conditions

description: The proliferation of internet technology and social media platforms has revolutionized consumer-brand interactions, enabling widespread participation in online brand conversations and significantly amplifying the impact of word-of-mouth communication. Therefore, they actively post and increasingly rely on online product reviews, particularly when the reviews are negative. These product reviews carry cognitive and affective information that can be found in comparative and non-comparative formats. In this study, we focused on cognitive information available online in comparative and non-comparative formats. This study examines the impact of negative word-of-mouth communication on consumer attitudes and the moderating role of attribute-based advertising under comparative and non-comparative cognitive involvement conditions. A two cognitive negative word-of-mouth and two cognitive attribute-based advertisement mixed designs were used to empirically test the proposed research model. Data were analyzed using a two-way ANOVA in SPSS to examine the interaction effects between NWOM and advertising formats on consumer attitudes. The findings reveal that attribute-based advertising communication moderates the negative impact of NWOM communication on consumer attitudes under comparative and non-comparative cognitive involvement conditions. The theoretical implications, practical implications, and recommendations are discussed for further research in the field of online media communication.