cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2qwn68
title: Occurrence Download

description: A dataset containing 977513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chordeiles minor",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 977513 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010708-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sabjwd
title: Occurrence Download

description: A dataset containing 5402 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Michigan Museum of Zoology, Microbes, Parasites, and Biodiversity Initiative"
 ]
}

 The dataset includes 5402 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010752-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnzw7y
title: Occurrence Download

description: A dataset containing 561536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Primates"
 ]
}

 The dataset includes 561536 records from 1004 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010723-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rq2jf4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.44.117_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010753-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rffcxz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobio gobio",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945",
 "Year is less than or equal to 1949"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010754-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18252051
title: Cayaponia podantha Cogn. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18252052
title: Cayaponia podantha Cogn. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.vtwaqk
title: Occurrence Download

description: A dataset containing 4118312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gnaphalium polycaulon, Grevillea rosmarinifolia, Grevillea sericea, Guizotia abyssinica, Zephyranthes robusta, Parapholis cylindrica, Hakea drupacea, Hakea gibbosa, Hakea salicifolia, Hakea sericea, Hakea victoria, Hamelia chrysantha, Handroanthus chrysotrichus, Harpephyllum caffrum, Harrisia bonplandii, Harrisia martinii, Harrisia pomanensis, Harrisia tortuosa, Hedychium coccineum, Hedypnois rhagadioloides, Heimia apetala, Heimia salicifolia, Helanthium tenellum, Helianthus argophyllus, Helianthus debilis, Helichrysum luteoalbum, Heliotropium amplexicaule, Heliotropium europaeum, Heliotropium supinum, Heterocentron subtriplinervium, Hibiscus syriacus, Holmskioldia sanguinea, Holosteum umbellatum, Homalanthus populifolius, Hordeum jubatum, Hordeum murinum, Hordeum stenostachys, Hornungia procumbens, Houttuynia cordata, Pombalia parviflora, Hydrocleys nymphoides, Hydrocotyle americana, Hymenosporum flavum, Hypericum androsaemum, Hypericum hookerianum, Hypericum patulum, Hypericum pseudohenryi, Hypochaeris albiflora, Hypochaeris chillensis, Hypochaeris glabra, Hypochaeris radicata, Hypoestes phyllostachya, Hypoxis decumbens, Cantinoa mutabilis, Ibicella lutea, Impatiens sodenii, Ipomoea pes-caprae, Iris domestica, Jasminum mesnyi, Jasminum polyanthum, Juncus bufonius, Juncus capillaceus, Juncus capitatus, Juncus imbricatus, Juncus tenuis, Juniperus pinchotii, Juniperus virginiana, Kalanchoe beharensis, Kalanchoe daigremontiana, Kickxia elatine, Kickxia spuria, Koelreuteria paniculata, Kunzea ericoides, Lactuca inermis, Lagurus ovatus, Lamarckia aurea, Lamium amplexicaule, Lamium galeobdolon, Lantana trifolia, Lappula heteracantha, Lepidium bonariense, Lepidium campestre, Lepidium coronopus, Lepidium didymum, Lepidium draba, Lepidium englerianum, Lepidium ruderale, Lepidium virginicum, Leptospermum laevigatum, Lespedeza cuneata, Leucospermum conocarpodendron, Leucospermum cordifolium, Leucospermum gerrardii, Leucospermum reflexum, Ligustrum japonicum, Ligustrum ovalifolium, Ligustrum sinense, Ligustrum vulgare, Limonium perezii, Limonium sinuatum)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4118312 records from 5702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010733-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0447870
title: Movement behavior in a dominant ungulate underlies successful adjustment to a rapidly changing landscape following megafire

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Climate and land use change have accelerated the frequency of extreme disturbances such as megafires. These megafires dramatically alter ecosystems and challenge the capacity of several species to adjust to a rapidly changing landscape. Previous work has shown behavioral plasticity is an important mechanism underlying whether large ungulates are able to adjust to recent changes in their environments effectively. Ungulates may respond to the immediate effects of megafire by adjusting their movement and behavior, but how these responses persist or change over time after disturbance is poorly understood. We examined how an ecologically dominant ungulate with strong site fidelity, Columbian black-tailed deer (&lt;em&gt;Odocoileus hemionus columbianus&lt;/em&gt;), adjusted its movement and behavior in response to an altered landscape following a megafire. To do so, we collected GPS data from 24 individual female deer over the course of a year and used resource selection functions (RSFs) and hidden Markov movement models (HMMs). We found compelling evidence of adaptive capacity across individual deer in response to megafire. Deer avoided exposed and severely burned areas that could be riskier for predation immediately following the fire, but they later altered these behaviors to select for areas that burned at higher severities, potentially to take advantage of enhanced forage. These results suggest that despite their high site fidelity, deer can navigate altered landscapes to track rapid shifts in predation risk and resource availability. The successful adjustment of ungulate species to extreme disturbances could help facilitate resilience at broader ecological scales.&lt;/p&gt;
DOI: 10.14288/1.0448029
title: Multidimensional Correlates of Psychological Stress

description: This collection contains an analysis of the Canadian Community Health Survey Mental Health (2012). This includes both the original data as well as two value-added products (a sub-set of the data and r script for analysis). Materials found in CCHS-MH folder are covered by the Statistics Canada Open License (Included within zip), all other materials are released under CC-BY.
DOI: 10.14288/1.0447848
title: Replication Analytic Code for Everyday Emotion–Goal Pursuit Associations in Older Adults and the Moderation of Goal Representations

description: The data analytic code was used for all analyses reported in: Choi, Y., Zambrano Garza, E., Pauly, T., Ashe, M.C., Madden, K.M., Gerstorf, D., Hoppmann, C. A. (2025). Everyday Emotion–Goal Pursuit Associations in Older Adults and the Moderation of Goal Representations. The data analyzed during the current study are available from Dr. Christiane Hoppmann (choppmann@psych.ubc.ca) for verification purposes.
DOI: 10.14288/1.0447872
title: Data from: Cryptic hybridization dynamics in a three-way hybrid zone of Dinopium flamebacks on a tropical island

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Island ecosystems have emerged as vital model systems for evolutionary and speciation studies due to their unique environmental conditions and biodiversity. This study investigates the population divergence, hybridization dynamics, and evolutionary history of hybridizing golden-backed and red-backed &lt;em&gt;Dinopium&lt;/em&gt; flameback woodpeckers on the island of Sri Lanka, providing insights into speciation processes within an island biogeographic context. Utilizing genomic analysis based on next-generation sequencing, we revealed that the &lt;em&gt;Dinopium&lt;/em&gt; hybrid zone on this island is a complex three-way hybrid zone involving three genetically distinct populations: two cryptic populations of golden-backed &lt;em&gt;D. benghalense&lt;/em&gt; in the north and one island-endemic red-backed population of &lt;em&gt;D. psarodes&lt;/em&gt; in the south of Sri Lanka. Our findings indicate asymmetric introgressive hybridization, where alleles from the southern &lt;em&gt;D. psarodes&lt;/em&gt; introgress into the northern &lt;em&gt;D. benghalense&lt;/em&gt; genome while phenotype remains adapted to their respective northern arid and southern wet habitats. The discovery of two genetically distinct but phenotypically similar &lt;em&gt;D. benghalense&lt;/em&gt; populations in northern Sri Lanka highlights the process of cryptic population differentiation within island ecosystems. These populations trace their ancestry back to a common ancestor, similar to the Indian form &lt;em&gt;D. b. tehminae&lt;/em&gt;, which colonized Sri Lanka from mainland India during the late Pleistocene. Subsequent divergence within the island, driven by selection, isolation-by-distance, and genetic drift, led to the current three populations. Our findings provide evidence of cryptic diversification and within-island population divergence, highlighting the complexity of hybridization and speciation processes. These findings further emphasize the intricate nature of evolutionary dynamics in island ecosystems.&lt;/p&gt;
DOI: 10.14288/1.0447904
title: The Arc Loss Dataset

description: The Arc Loss Dataset is a benchmark dataset designed for time series classification in industrial applications, particularly for fault detection and diagnosis (FDD). It was collected from a large-scale pyrometallurgical plant and captures the real-world complexities of industrial processes, including high dimensionality, sensor noise, and variable system dynamics. The dataset consists of 3,226 multivariate time series samples, each containing 1,101 time steps (equivalent to 55 minutes) with 96 process variables. The dataset is split into three subsets: I) train.pt (70% of the samples, 2,258 samples), II) val.pt (10%, 323 samples), and III) test.pt (20%, 645 samples). More information can be found in the README.txt
DOI: 10.14288/1.0447959
title: The CSTH Dataset

description: The CSTH Simulated Benchmark Dataset is designed for time series classification and fault detection and diagnosis (FDD). It is generated using the continuous stirred tank heater (CSTH) simulation model (https://zenodo.org/records/10093059). The model represents a heating system in which hot and cold water are mixed, heated by steam, and regulated through a closed-loop control system. The dataset consists of 9,000 multivariate time series samples, each with 200 time steps and three process variables (cold water flow, tank level, and temperature). It includes both normal operating conditions (Y=0) and faulty scenarios (Y=1), where faults are introduced through instrumentation errors. The dataset is split into: i) train.pt (70%, 6,300 samples), ii) val.pt (10%, 900 samples), and iii) test.pt (20%, 1,800 samples). This dataset is processed and ready for machine learning applications.
DOI: 10.14288/1.0448026
title: Genetic architecture underlying response to the fungal pathogen Dothistroma septosporum in lodgepole pine, jack pine, and their hybrids

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;In recent decades, &lt;em&gt;Dothistroma&lt;/em&gt; needle blight (DNB), a pine tree disease caused by the fungal pathogen &lt;em&gt;Dothistroma septosporum, &lt;/em&gt;has severely damaged lodgepole pine (&lt;em&gt;Pinus contorta&lt;/em&gt; Dougl. ex. Loud.) in British Columbia, Canada, and raised health concerns for jack pine (&lt;em&gt;Pinus banksiana &lt;/em&gt;Lamb.). The pathogen has already shown signs of host shift eastward to the hybrid populations between lodgepole pine and jack pine (&lt;em&gt;Pinus contorta&lt;/em&gt; ´ &lt;em&gt;P. &lt;/em&gt;&lt;em&gt;banksiana&lt;/em&gt;), and possibly into pure jack pine. However, we have little knowledge about mechanisms of resistance to &lt;em&gt;D&lt;/em&gt;.&lt;em&gt; septosporum&lt;/em&gt;, especially the underlying genetic basis of variation in pines. In this study, we conducted controlled inoculations to induce infection by &lt;em&gt;D. &lt;/em&gt;&lt;em&gt;septosporum&lt;/em&gt; and performed a genome-wide case-control association study with pooled sequencing (pool-seq) data to dissect the genetic architecture underlying response in lodgepole pine, jack pine, and their hybrids. We identified candidate genes associated with &lt;em&gt;D. septosporum&lt;/em&gt; response in lodgepole pine and in&lt;em&gt; &lt;/em&gt;hybrid samples. We also assessed genetic structure in hybrid populations and inferred how introgression may affect the distribution of genetic variation involved in &lt;em&gt;D. &lt;/em&gt;&lt;em&gt;septosporum&lt;/em&gt; response in the studied samples. These results can be used to develop genomic tools to evaluate DNB risk, guide forest management strategies, and potentially select for resistant genotypes.&lt;/p&gt;
DOI: 10.14288/1.0447961
title: Rapid Systematic Literature Review: Camera Trap Sampling in Ecological Studies - Considerations of Wildlife Welfare

description: The use of camera traps in wildlife conservation and ecological research is a popular method of data capture due in large part to the perceived low interference levels for the animals being studied. However, there is some evidence that some species alter their behaviour when exposed to this technology. The primary aim of this study was to address whether researchers working with this technology in the ecology and forestry fields are making considerations for the possible impacts of cameras on animal behaviour. A secondary aim was to investigate how the use of this technology is framed in recent publications. In this rapid systematic literature review, we conducted a search on Web of Science and we identified 271 papers published in the last five years, in the fields of ecology and forestry, that met our inclusion criteria. We screened the studies for mentions of the impact of camera traps on the welfare of wildlife. Surprisingly, only 8% of the papers considered the possible animal welfare impacts of camera use on the wildlife species of interest in their study, with most comparing it to invasive methods and therefore framing this technology positively. We strongly encourage researchers working in this field to consider the impact of this technology on the specific species being studied. Whilst we recognize that the use of camera traps avoids direct handling of the animals, the short- and long-term effects of using this technology should not be ignored and should at a minimum be acknowledged in the limitations.
DOI: 10.14288/1.0448028
title: Assessment of lasting pain following castration in 2-week-old calves

description: Few methods are available to assess pain during healing and none are specific for pain following castration in calves. This study aimed to assess changes in lying behavior and memory as indicators of pain in the days and weeks after castration. Based on previous studies, we predicted that an increase in the number of short-duration lying bouts and incomplete lying bouts (bending front legs but hindquarters remain elevated) can serve as an indicator of evoked pain (i.e., associated with pressure on the wound), and that deficits in reference memory can serve as an indicator of cognitive load associated with lasting pain. Forty 14-day-old male calves (24 Holstein; 16 Holstein x Angus crossbred) were pseudo-randomly assigned to 1 of 4 treatments based upon a 2 x 2 factorial design, considering castration method (band vs. surgical castration), with or without supplementary week-long meloxicam treatment. At castration, all calves were provided multimodal analgesia, including sedation, a local block, and ketoprofen; calves in meloxicam treatment received additional pain medication (meloxicam) every other day during the 1st and 4th weeks following castration, when previous research suggests they experience the most pain. Lying behavior was recorded using accelerometers from 4- to 42-day of age. Calf memory was tested daily using a modified hole-board test in weeks 1 and 4. The day after castration calves in all 4 treatments engaged in more short-duration lying bouts compared to castration day (3.50 ± 0.54 vs. 6.38 ± 0.54), suggesting that the multimodal analgesia provided was insufficient to fully alleviate pain on the day after castration. Band-castrated calves exhibited a greater number of short-duration lying bouts on the day following castration compared to surgically castrated calves (7.64 ± 0.79 vs. 5.13 ± 0.74) indicative of more pain in band-castrated calves at this time. We found limited effects of castration method or additional meloxicam administration on behaviors during the 4th week after castration. We found no effect of castration method or supplemental NSAID on measures of calf memory. Our work provides the first evidence that an increased number of short lying bouts can serve as an indicator of pain in calves during the first days after castration.
DOI: 10.14288/1.0448097
title: Replication Data for: Urban-Rural Policy Disagreement

description: This dataset accompanies a forthcoming paper in the European Journal of Political Research (EJPR), which examines urban-rural policy disagreement in Canada. The dataset provided here includes a synthesized dataset of nearly 1,000 policy issue questions across ten distinct Canadian national election studies conducted between 1993 and 2021 (N=5.3 million).
DOI: 10.14288/1.0448096
title: Data from: Genomic vulnerability of a sentinel mammal under climate change

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Climate change poses a significant threat to biodiversity, particularly in alpine ecosystems where species have already undergone elevational range shifts. Genomics can be used to estimate the adaptive potential of species, as well as the shift in adaptive genomic composition necessary for populations to adjust to climate change (&lt;em&gt;e.g.&lt;/em&gt; genomic offset). Here, we investigated patterns of climate-mediated adaptive genetic variation and predicted the degree of genomic offset under multiple climate change scenarios for a sentinel alpine mammal, the American pika (&lt;em&gt;Ochotona princeps&lt;/em&gt;). We collected genome-wide data (29,709 SNPs) from 363 individuals spanning the entire range in western North America and employed genotype-environment association analyses to identify 938 robust outlier SNPs, several of which were linked to genes previously associated with high elevation and hypoxia responses in various pika species (Ochotonidae). Adaptive genomic variation was most strongly influenced by mean warmest month temperature, followed by precipitation of the coldest quarter. Spatial patterns of genomic offset were heterogeneous, significantly predicted by levels of adaptive genetic variation, elevation and latitude. Sites within the Northern Rocky Mountains exhibited the highest genomic offset under projected climate change despite possessing high levels of adaptive genetic variation. As such, while our study provides an example of how genomic data can be used to explore the potential consequences of climate change, it further highlights the need for careful consideration of genomic offset values within their proper ecological context.&lt;/p&gt;
DOI: 10.14288/1.0448082
title: Interview Transcripts for UBC Study on Participant Perspectives using the Hip Instructional Prehabilitation Program for Enhanced Recovery (HIPPER) to Prepare for Total Hip Replacement Surgery

description: Files include correspond to individual participants who used the Hip Instructional Prehabilitation Program for Enhanced Recovery (HIPPER) to prepare for total hip replacement surgery.
DOI: 10.14288/1.0445210
title: Data from: Inversions contribute disproportionately to parallel genomic divergence in dune sunflowers

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;The probability of parallel genetic evolution is a function of the strength of selection and constraints imposed by genetic architecture. Inversions capture locally adapted alleles and suppress recombination between them, which limits the range of adaptive responses. Also, the combined phenotypic effect of alleles within inversions is likely to be greater than that of individual alleles, which should further increase the contributions of inversions to parallel evolution. We tested the hypothesis that inversions contribute disproportionately to parallel genetic evolution in independent dune ecotypes of &lt;em&gt;Helianthus petiolaris&lt;/em&gt;. We analyzed habitat data and identified variables underlying parallel habitat shifts. Genotype-environment association analyses of these variables indicated parallel responses of inversions to shared selective pressures. We also confirmed larger seed size across the dunes and performed quantitative trait locus (QTL) mapping with multiple crosses. QTL shared between locations fell into inversions more than expected by chance. We used whole-genome sequencing data to identify selective sweeps in the dune ecotypes and found that the majority of shared swept regions were found within inversions. Phylogenetic analyses of shared regions indicate that within inversions the same allele typically was found in the dune habitat at both sites. These results confirm predictions that inversions drive parallel divergence in the dune ecotypes. &lt;/p&gt;