cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/zf7-jxv-88r
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.vkwsgq
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023753-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/v45-r59-h1e
title: Amphicoryna scalaris (Batsch, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2eg-wb1-s41
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zta-9mv-qrx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gnl-h5w-s0d
title: Spiroloculina depressa d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k55-sqz-1dl
title: †Aysegulina semicancellata (Bosquet, 1854)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eb5-503-te3
title: Recurvoides turbinatus (Brady, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05b-nah-67d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/57a-s4f-z3l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyq-6x3-88a
title: Calcarina mayori Cushman, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewz-63b-mz8
title: Planostegina operculinoides (Hofker, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c1n-4fl-f3t
title: Calcarina mayori Cushman, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/chx-yjb-w1d
title: Acervulina mabahethi (Said, 1949)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wd-v0y-apw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9nn-jr3-a90
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2g6ax3
title: Occurrence Download

description: A dataset containing 42445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melozone leucotis"
 ]
}

 The dataset includes 42445 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023749-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/80p-9k0-ff8
title: Peneroplis Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyq-229-r2t
title: †Marginulina arcuata d'Orbigny, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l6j-3mc-b4q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qed-y4q-7pp
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vqn-4w7-ycv
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1f3-d7p-zll
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8q5-69p-e1l
title: Cibicides refulgens Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6kdc62
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, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038575-251025141854904/datasets/export for details.
DOI: 10.15468/dl.dm8us5
title: Occurrence Download

description: A dataset containing 9440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthracoidea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9440 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038576-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4q77v
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON ((-73.173752 45.53377, -73.124313 45.53377, -73.124313 45.569832, -73.173752 45.569832, -73.173752 45.53377))",
 "TaxonKey is Tracheophyta",
 "Year is greater than 2010",
 "GadmGid is CAN.11_1",
 "DatasetKey is one of (Herbier Louis-Marie (QFA) - Collection de plantes vasculaires, Herbier du Québec (QUE) - Collection de plantes vasculaires, Jardin botanique de Montréal (JBM), Marie-Victorin Herbarium (MT) - Plantes vasculaires, National Collection of Vascular Plants (DAO), UQTR-herbarium (Herbier Estelle-Lacoursière))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038577-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykejqt
title: Occurrence Download

description: A dataset containing 1205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizonella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1205 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038578-251025141854904/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.30634262
title: Matching Method to Mind: Personality-Decision Style Profiles and Differential Responsiveness to Defocusing Interventions

description: This dataset contains experimental data from a study examining how defocusing interventions reduce the focusing illusion—a cognitive bias where individuals disproportionately emphasize salient negative events (e.g., social blunders) when predicting social repercussions, contributing to social anxiety. You may open the .omv file in Jamovi (open source software). The first author being a student and less proficiency in programming, preferred to use Jamovi over RStudio (Author 2 used this to confirm the analysis).<br><br><b>Study Overview</b><br>Ninety-seven college students (ages 18-25) participated in a randomized between-subjects experimental design. Participants evaluated eight social blunder scenarios, rating anticipated embarrassment, shame, perceived social costs, and fear of negative judgment under control or defocusing intervention conditions.<br><br><b>Key Findings</b><br>Defocusing interventions significantly reduced perceived negative social costs (p = .010, d = 0.54) and negative judgment expectations (p = .004, d = 0.61). Cluster analysis identified three personality-decision style profiles with<br>differential intervention responsiveness. Analysts (high conscientiousness) showed largest benefits for concrete social cost reduction (d = 0.85); Explorers (high openness/extraversion) for reducing judgment-related anxiety (d = 0.96). Agreeableness moderated effects across profiles.<br><br><b>Dataset Contents</b><br>Sample size: N = 97<br>Study design: Between-subjects experimental design<br>Age range: 18-25 years<br>Population: College students<br>Country: India<br>IRB approval: Yes<br>Data de-identification: Complete<br>Open data: YesGroup 1= Control, 2=ExperimentalBig Five personality traits and decision-making styles, social anxiety symptoms (SPIN), outcome measures, clustering analysis results (K-means and Latent Profile Analysis validation), and descriptive statistics by<br>condition and profile.<br>More questions about this research may be directed to Dr Koteshwar Ramesh Rakesh, Assistant Professor, Department of Psychology, CHRIST (Deemed to be University), Delhi-NCR campus, Ghaziabad – 201003, Uttar Pradesh, India. email: rakeshkr288@gmail.com.
DOI: 10.6084/m9.figshare.30634262.v2
title: Matching Method to Mind: Personality-Decision Style Profiles and Differential Responsiveness to Defocusing Interventions

description: This dataset contains experimental data from a study examining how defocusing interventions reduce the focusing illusion—a cognitive bias where individuals disproportionately emphasize salient negative events (e.g., social blunders) when predicting social repercussions, contributing to social anxiety. You may open the .omv file in Jamovi (open source software). The first author being a student and less proficiency in programming, preferred to use Jamovi over RStudio (Author 2 used this to confirm the analysis).<br><br><b>Study Overview</b><br>Ninety-seven college students (ages 18-25) participated in a randomized between-subjects experimental design. Participants evaluated eight social blunder scenarios, rating anticipated embarrassment, shame, perceived social costs, and fear of negative judgment under control or defocusing intervention conditions.<br><br><b>Key Findings</b><br>Defocusing interventions significantly reduced perceived negative social costs (p = .010, d = 0.54) and negative judgment expectations (p = .004, d = 0.61). Cluster analysis identified three personality-decision style profiles with<br>differential intervention responsiveness. Analysts (high conscientiousness) showed largest benefits for concrete social cost reduction (d = 0.85); Explorers (high openness/extraversion) for reducing judgment-related anxiety (d = 0.96). Agreeableness moderated effects across profiles.<br><br><b>Dataset Contents</b><br>Sample size: N = 97<br>Study design: Between-subjects experimental design<br>Age range: 18-25 years<br>Population: College students<br>Country: India<br>IRB approval: Yes<br>Data de-identification: Complete<br>Open data: YesGroup 1= Control, 2=ExperimentalBig Five personality traits and decision-making styles, social anxiety symptoms (SPIN), outcome measures, clustering analysis results (K-means and Latent Profile Analysis validation), and descriptive statistics by<br>condition and profile.<br>More questions about this research may be directed to Dr Koteshwar Ramesh Rakesh, Assistant Professor, Department of Psychology, CHRIST (Deemed to be University), Delhi-NCR campus, Ghaziabad – 201003, Uttar Pradesh, India. email: rakeshkr288@gmail.com.
DOI: 10.6084/m9.figshare.30634262.v1
title: Matching Method to Mind: Personality-Decision Style Profiles and Differential Responsiveness to Defocusing Interventions

description: This dataset contains experimental data from a study examining how defocusing interventions reduce the focusing illusion—a cognitive bias where individuals disproportionately emphasize salient negative events (e.g., social blunders) when predicting social repercussions, contributing to social anxiety.<br><br><b>Study Overview</b><br>Ninety-seven college students (ages 18-25) participated in a randomized between-subjects experimental design. Participants evaluated eight social blunder scenarios, rating anticipated embarrassment, shame, perceived social costs, and fear of negative judgment under control or defocusing intervention conditions.<br><br><b>Key Findings</b><br>Defocusing interventions significantly reduced perceived negative social costs (p = .010, d = 0.54) and negative judgment expectations (p = .004, d = 0.61). Cluster analysis identified three personality-decision style profiles with <br>differential intervention responsiveness. Analysts (high conscientiousness) showed largest benefits for concrete social cost reduction (d = 0.85); Explorers (high openness/extraversion) for reducing judgment-related anxiety (d = 0.96). Agreeableness moderated effects across profiles.<br><br><b>Dataset Contents</b><br>Sample size: N = 97<br>Study design: Between-subjects experimental design<br>Age range: 18-25 years<br>Population: College students<br>Country: India<br>IRB approval: Yes<br>Data de-identification: Complete<br>Open data: Yes<br>Big Five personality traits and decision-making styles, social anxiety symptoms (SPIN), outcome measures, clustering analysis results (K-means and Latent Profile Analysis validation), and descriptive statistics by <br>condition and profile.
DOI: 10.6084/m9.figshare.22722106
title: Dehui's CV

description: Dehui's CV
DOI: 10.6084/m9.figshare.22722106.v1
title: Dehui's CV

description: Dehui's CV
DOI: 10.15468/dl.9qgkwy
title: Occurrence Download

description: A dataset containing 180872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.40258 33.80296,-118.41108 33.79694,-118.43076 33.77521,-118.42474 33.76349,-118.41656 33.75348,-118.41441 33.74251,-118.41097 33.73928,-118.40268 33.73681,-118.39666 33.73423,-118.38117 33.73982,-118.37418 33.73433,-118.36159 33.73498,-118.35191 33.72562,-118.31394 33.71164,-118.29823 33.70798,-118.29522 33.70378,-118.28726 33.70367,-118.2836 33.70841,-118.28618 33.70916,-118.29145 33.70626,-118.29791 33.71056,-118.34987 33.73014,-118.3603 33.73885,-118.3816 33.74358,-118.39881 33.73821,-118.40537 33.74315,-118.40925 33.74326,-118.41312 33.75671,-118.42043 33.76617,-118.42151 33.77317,-118.42334 33.77586,-118.41742 33.78403,-118.40494 33.79102,-118.40527 33.79834,-118.40107 33.80092,-118.40258 33.80296))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 180872 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038556-251025141854904/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.28188854
title: Insurance Dataset

description: NA NA
DOI: 10.6084/m9.figshare.28188854.v2
title: Insurance Dataset

description: NA NA
DOI: 10.6084/m9.figshare.28188854.v1
title: CAR INS DATASET MODIFIED 1.csv

description: The dataset consists of information about 50,815 policyholders who are car owners.
DOI: 10.15468/dl.45u9tv
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichocintractia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038579-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0448327
title: Modelling the Effects of Timber Harvest and Harvest Site Selection on Burn Probability

description: Climate change exacerbates wildfire risks globally, with projections indicating a significant increase in their frequency and severity. This study investigates the impact of timber harvesting on wildfire likelihood, focusing on the Mount Rose Swanson Sensitive Area (RSSA) in British Columbia, Canada. Using the Burn-P3 model, three scenarios were simulated: no harvest, harvest in high fire threat areas, and harvest in extreme fire threat areas. The Burn-P3 model simulates fire ignition and growth to calculate burn probabilities across the landscape. Results indicate that timber harvesting increases burn probability, with the highest probabilities observed in extreme fire threat zones. Within the RSSA, burn probabilities were consistently higher, reinforcing the vulnerability of this area. The spatial distribution of burn probabilities highlights the localized impact of harvesting on wildfire risk. These findings support the hypothesis that even a 5% harvest within the RSSA escalates wildfire likelihood. Notably, harvesting in extreme fire threat areas yields the greatest increase in burn probability. The implications of these results underscore the complex relationship between timber harvest and wildfire risk, necessitating careful consideration in forest management practices. Addressing these challenges requires a nuanced approach that balances economic interests with ecosystem resilience and wildfire mitigation strategies.
DOI: 10.14288/1.0448436
title: Density Transfer Potential Mapping in Regional District of Nanaimo and Denman Island

description: To address the dual challenges of urban expansion and ecological conservation, this study explores the efficiency of density transfer mechanisms within the Regional District of Nanaimo and Denman Island. Through a detailed analysis using the Normalized Difference Built-Up Index (NDBI) from Sentinel-2 imagery and Sensitive Ecosystem Inventory data, the study identified potential donor and receiver sites, facilitating a strategic reallocation of development intensity. The findings reveal that density transfer can significantly help with balancing urban development with ecological conservation, thereby supporting the three pillars of sustainability. The research highlights the critical role of accurate ecosystem valuation and the need for streamlined planning processes to enhance the efficiency of density transfers. By effectively identifying high ecological value areas and optimizing urban density, the study offers a visual and quantitative guidance for municipalities to navigate the complexities of sustainable urban planning. Urban densification emerged as a significant consequence, with implications for economic efficiency, reduced per capita energy consumption, and the promotion of vibrant community interactions, however it may also bring potential challenges in green space preservation and social well-being. This study underscores the necessity of integrating density transfer and densification strategies in urban planning to facilitate sustainable expansion while mitigating environmental impact and fostering community resilience. By demonstrating quantitative benefits and addressing the complexities of urban ecosystems, it advocates for informed decision-making in municipal development policies.
DOI: 10.14288/1.0443773
title: Wetland Mapping: Application of Supervised Classification Using Random Forest in Wetland Prediction

description: In response to the necessity for enhanced wetland inventories, this study aimed to assess effectiveness of employing high spatial resolution SPOT imagery (1.5m resolution by Planet Lab) for classifying and detecting wetlands in Atlin, British Columbia, Canada. Utilizing the Random Forest Classifier, featured for its capability in handling high-dimensional spatial data, the research aims to contribute to the local understanding of wetland status through advanced raster analysis. The application of the Random Forest Classifier yielded an overall classification accuracy of 86%, underscoring the method's applicability for wetland delineation in Atlin. The generated wetland map, featuring a 10m spatial resolution, integrates topographic, vegetative, and textural indices, presenting a valuable tool for assessing the variable importance in wetland classification. Despite its high accuracy, the study acknowledges the irreplaceable value of field assessments for comprehensive wetland evaluation by ecological uniqueness of wetlands. This research not only demonstrates the potential of high-resolution SPOT imagery in environmental monitoring but also encourages further application of machine learning techniques in the preservation and management of critical wetland ecosystems.
DOI: 10.14288/1.0441374
title: Delineating Grassland in British Columbia using Object-Based Image Analysis (GEOBIA) through Google Earth Engine

description: Grasslands in British Columbia (BC) play a pivotal role in biodiversity, supporting over 30% of the region's endangered species. However, rapid urbanization and forest encroachment threaten these habitats. This study addresses the urgent need for an accurate, automated method for delineating and monitoring BC's grasslands by employing Object-Based Image Analysis (GEOBIA) within the Google Earth Engine platform, utilizing high-resolution Sentinel-2 satellite imagery. The approach innovates by integrating Superpixel Segmentation Based on Simple Non-Iterative Clustering (SNIC) with Random Forest classification, aimed at overcoming the mixed pixel effect prevalent in pixel-based methods. The methodology demonstrates a significant improvement in the accuracy of grassland delineation, achieving an overall classification accuracy of 96%. Specifically, the accuracy for grassland identification increased by 26.6% compared to the previous study, underscoring the effectiveness of GEOBIA for environmental monitoring. This advancement offers a promising tool for the conservation and management of grassland ecosystems in BC, suggesting a scalable model for similar ecological studies worldwide. The findings advocate for the adoption of GEOBIA in remote sensing practices, potentially transforming how grasslands are monitored and conserved, thereby contributing to the preservation of biodiversity.
DOI: 10.14288/1.0441538
title: Ultraconserved element data for phylogenomic placement of the jumping spider genus Iranattus Prószyński, 1992 (Salticidae, Plexippini, Plexippina)

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;The jumping spider genus &lt;em&gt;Iranattus&lt;/em&gt; Prószyński, 1992 has been placed in the Harmochirina based on morphology. We use phylogenomic evidence based on ultraconserved element  (UCE) data to show that it belongs instead in the subtribe Plexippina.&lt;/p&gt;
DOI: 10.14288/1.0442091
title: Genetic architecture of disease resistance and tolerance in Douglas-fir trees

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p class="MsoNormal"&gt;&lt;span lang="EN-CA"&gt;Understanding the genetic architecture of tolerance and resistance to pathogens is important to monitor and maintain resilient tree populations. Here we investigate the genetic basis of tolerance and resistance to needle cast disease in Douglas-fir (&lt;em&gt;Pseudotsuga menziesii&lt;/em&gt;) caused by two fungal pathogens: Swiss needle cast (SNC) caused by &lt;em&gt;Nothophaeocryptopus gaeumannii&lt;/em&gt;, and Rhabdocline needle cast (RNC) caused by &lt;em&gt;Rhabdocline pseudotsugae&lt;/em&gt;). We performed a case-control genome-wide association analysis (GWA) and found these traits to be polygenic and under selection.&lt;/span&gt; &lt;span lang="EN-CA"&gt;We showed that stomatal regulation as well as ethylene and jasmonic acid pathways are important for resisting SNC infection and secondary metabolite pathways play a role in tolerating SNC once the plant is infected. We identified a key upstream transcription factor of plant defence, ERF1, as the main candidate for RNC resistance. Our findings contribute to the understanding of the highly polygenic architectures underlying disease resistance and tolerance in Douglas-fir and have important implications for forestry and conservation as the climate changes.&lt;/span&gt;&lt;/p&gt;