cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14288/1.0448119
title: Replication Data for: The erasure of intensive livestock farming in text-to-image generative AI

description: Generative AI like ChatGPT has become increasingly integrated into people's daily lives as a vehicle for content creation and information access. While research has revealed how AI could perpetuate biases against marginalized human groups, AI’s impact on non-human animals remains understudied. We found that ChatGPT's text-to-image model (DALL-E 3) is biased toward romanticizing livestock farming as dairy cows grazing on pasture and pigs rooting in mud, even when explicitly prompted for realistic depictions. The public values naturalness and pasture access, but most farmed animals in industrialized countries are housed indoors and intensively. Notably, when we inhibited automatic prompt revision, images shifted to reflect modern farming more realistically: cows accessing feed through metal headlocks in intensive indoor systems, and pigs behind metal railings on concrete floors. While prompt revision was implemented to mitigate bias, it paradoxically erased intensive farming reality and conveyed disinformation that farmed animals live extensively.
DOI: 10.15468/dl.8vw5zg
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Human Observation, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Lontra longicaudis (Olfers, 1818)"
 ]
}

 The dataset includes 297 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000515-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0447571
title: Data from: Lagged climate-driven range shifts at species’ leading, but not trailing, range edges revealed by multispecies seed addition experiment

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;div&gt; &lt;div&gt; &lt;div&gt; &lt;div&gt; &lt;p&gt;Climate change is causing many species' ranges to shift upslope to higher elevations as species track their climatic requirements. However, many species have not shifted in pace with recent warming (i.e., ‘range stasis’), possibly due to demographic lags or microclimatic buffering. The ‘lagged-response hypothesis’ posits that range stasis disguises an underlying climatic sensitivity if range shifts lag the velocity of climate change due to slow colonization (i.e., colonization credits) or mortality (i.e., extinction debt). Alternatively, the ‘microclimatic buffering hypothesis’ proposes that small-scale variation within the landscape, such as canopy cover, creates patches of suitable habitat within otherwise unsuitable macroclimates that create climate refugia and buffer range contractions. We simultaneously test both hypotheses by combining a large seed addition experiment of 25 plant species across macro- and micro-scale climate gradients with herbaria records to compare patterns of seedling recruitment relative to adult ranges and microclimate in the North Cascades, USA. Despite high species-to- species variability in recruitment, community-level patterns monitored for five years supported the lagged response hypothesis, with a mismatch between where seedlings recruit vs. adults occur. On average, the seedling recruitment optimum shifted from the adult climatic range centre to historically cooler, wetter regions and many species recruited beyond their cold (e.g., leading) range edge. Meanwhile, successful recruitment occurred at warm and dry edges, despite recent climate change, suggesting that macroclimatic effects on recruitment do not drive trailing range dynamics. We did not detect evidence of microclimatic buffering due to canopy cover in recruitment patterns. Combined, our results suggest apparent range stasis in our system is a lagged response to climate change at the cool ends of species ranges, with range expansions likely to occur slowly or in a punctuated fashion.&lt;/p&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;
DOI: 10.14288/1.0447572
title: Data from: Impacts of weather anomalies and climate on plant disease

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Predicting effects of climate change on plant disease is critical for protecting ecosystems and food production. Here, we show how disease pressure responds to short-term weather, historical climate, and weather anomalies by compiling a global database (4339 plant–disease populations) of disease prevalence in both agricultural and wild plant systems. We hypothesized that weather and climate would play a larger role in disease in wild versus agricultural plant populations, which the results supported. In wild systems, disease prevalence peaked when temperature was 2.7°C warmer than the historical average for the same time of year. We also found evidence of a negative interactive effect between weather anomalies and climate in wild systems, consistent&lt;strong&gt; &lt;/strong&gt;with the idea that climate maladaptation can be an important driver of disease outbreaks. Temperature and precipitation had relatively little explanatory power in agricultural systems, though we observed a significant positive effect of current temperature. These results indicate that disease pressure in wild plants is sensitive to nonlinear effects of weather, weather anomalies, and their interaction with historical climate. In contrast, warmer temperatures drove risks for agricultural plant disease outbreaks within the temperature range examined regardless of historical climate, suggesting vulnerability to ongoing climate change.&lt;/p&gt;
DOI: 10.14288/1.0447626
title: Urban landscapes with more natural greenspace support higher pollinator diversity

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;As cities around the world expand, we urgently need to better understand the drivers of urban biodiversity, especially for functionally important groups such as insect pollinators. In this study, we gathered hoverfly and bumble bee pollinator observations from natural history collections and community science initiatives from 462 urban landscapes across 85 U.S. metropolitan areas. We tested whether urban greenspace functions as pollinator habitat by examining whether the total area of greenspace in an urban landscape predicted pollinator occurrence, i.e., the presence or absence of species in a landscape. Our study was designed to determine whether there were differences between natural greenspace area (i.e., urban greenbelts, nature reserves and forest/grassland fragments) and developed greenspace area (i.e., managed parks, cemeteries and golf courses) in their ability to support a diversity of pollinator species. After accounting for sampling biases using an integrated occupancy modeling approach, we found a positive association between native hoverfly occurrence and natural greenspace area. This implies that urban landscapes with more natural greenspace support higher native hoverfly diversity. On average, bumble bee occurrence was not associated with natural greenspace area, however, the response varied among species, with several at-risk bumble bees showing a positive association. In contrast to natural greenspace area, we found no association between pollinator occurrence and the area of developed greenspace. In addition, we found that the proportion of racial minority households in an urban landscape was negatively associated with pollinator occurrence. This is consistent with the hypothesis that a history of systematic, unjust policies in neighborhoods with more racial minority households has lasting negative impacts on urban biodiversity. In conclusion, our results support the hypothesis that natural greenspace functions as vital habitat for urban pollinators. We recommend that cities prioritize the preservation of remnant natural greenspace and improve developed greenspaces in order to promote urban pollinator conservation. These efforts should be prioritized in urban landscapes with a higher proportion of racial minority households to improve equal access to nature and pollinator ecosystem services.&lt;/p&gt;
DOI: 10.14288/1.0447694
title: 2SLGBTQ+ Clients’ Experiences in the Pharmacy in British Columbia, Canada

description: This cross-sectional, mixed-methods survey targeted 2SLGBTQ+ community members 14 and older in British Columbia to understand aspects of pharmacy care in the province. It asked participants about their experiences with the pharmacy environment, the pharmacist, and the competencies they thought were most important for pharmacists to provide inclusive care. The survey was disseminated online and live from October 24 to December 18, 2022.
DOI: 10.14288/1.0447704
title: Data from: Phylogeny and biogeography of harmochirine jumping spiders (Araneae: Salticidae)

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;We use ultraconserved elements (UCE) genomic data to study the phylogeny, age, and biogeographical history of harmochirine jumping spiders, a group that includes the species-rich genus &lt;em&gt;Habronattus&lt;/em&gt;, whose remarkable courtship has made it the focus of studies of behaviour, sexual selection, and diversification. We recovered 1947 UCE loci from 43 harmochirine taxa and 4 outgroups, yielding a core dataset of 193 UCEs with at least 50% occupancy. Concatenated likelihood and ASTRAL analyses confirmed the separation of harmochirines into two major clades, here designated the infratribes Harmochirita and Pellenita. Most are African or Eurasian with the notable exception of a clade of pellenites containing &lt;em&gt;Habronattus&lt;/em&gt; and &lt;em&gt;Pellenattus&lt;/em&gt; of the Americas and &lt;em&gt;Havaika&lt;/em&gt; and &lt;em&gt;Hivanua&lt;/em&gt; of the Pacific Islands. Biogeographical analysis using the DEC model favours a dispersal of the clade's ancestor from Eurasia to the Americas, from which Havaika's ancestor dispersed to Hawaii and Hivanua's ancestor to the Marquesas Islands. Divergence time analysis on 32 loci with 85% occupancy, calibrated by fossils and island age, dates the dispersal to the Americas at approximately 5 to 7 million years ago. The explosive radiation of &lt;em&gt;Habronattus&lt;/em&gt; perhaps began only about 4 mya. The phylogeny clarifies both the evolution of sexual traits (e.g. the terminal apophyses was enlarged in &lt;em&gt;Pellenes&lt;/em&gt; and not subsequently lost) and the taxonomy. &lt;em&gt;Habronattus&lt;/em&gt; is confirmed as monophyletic. &lt;em&gt;Pellenattus&lt;/em&gt; is raised to the status of genus, and 13 species moved into it as new combinations. &lt;em&gt;Bianor stepposus&lt;/em&gt; Logunov, 1991 is transferred to &lt;em&gt;Sibianor&lt;/em&gt;, and &lt;em&gt;Pellenes bulawayoensis&lt;/em&gt; Wesołowska, 2000 is transferred to &lt;em&gt;Neaetha&lt;/em&gt;. &lt;/p&gt;
DOI: 10.14288/1.0447695
title: Data for: The effects of refined handling and object familiarity on mouse behavior

description: We assessed mouse behavior in response to the following refined handling methods: cupping, tunnel handling, and hut handling. We measured mice's willingness to voluntarily interact with the handler and time spent in the open arms of an elevated plus-maze. Our results indicate that hut handling is an effective and practical alternative to cupping and tunnel handling, particularly in facilities that already have access to huts.
DOI: 10.15468/dl.7bvk9s
title: Occurrence Download

description: A dataset containing 1000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Vampyriscus bidens (Dobson, 1878)"
 ]
}

 The dataset includes 1000 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000516-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0447871
title: Electrogenic Dynamics of Biofilm Formation: Correlation Between Genetic Expression and Electrochemical Activity in Bacillus subtilis

description: The raw data for the figures
DOI: 10.15468/dl.3sagwf
title: Occurrence Download

description: A dataset containing 27716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.88987 50.07697,3.16544 50.00553,3.97172 49.85584,4.39017 50.54646,3.73018 51.19625,3.25389 51.27109,2.98173 51.26769,2.82132 51.17909,2.65513 51.16903,2.51915 51.04385,2.30853 50.74683,2.37956 50.2777,2.74968 50.10032,2.88987 50.07697))",
 "OccurrenceStatus is Present",
 "PublishingOrg is 147d711e-8a02-4b67-b4ce-918abd7dbb76",
 "TaxonKey is Aves",
 "Year 2015-2025"
 ]
}

 The dataset includes 27716 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000517-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0447788
title: Data for Climate change drives shifts in straddling fish stocks in the world’s ocean

description: This repository is intended to support the project Climate change drives shifts in straddling fish stocks in the world’s ocean.
DOI: 10.14288/1.0447760
title: Data from: Order among chaos: high throughput MYCroplanters can distinguish interacting drivers of host infection in a highly stochastic system

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;The likelihood that a host will be susceptible to infection is influenced by the interaction of diverse biotic and abiotic factors. As a result, substantial experimental replication and scalability are required to identify the contributions of and interactions between the host, and the environment, and biotic factors such as the microbiome. For example, pathogen infection success is known to vary by host genotype, microbiota strain identity and dose, and pathogen dose. Elucidating the interactions between these factors &lt;em&gt;in vivo &lt;/em&gt;has been challenging because testing combinations of these variables quickly becomes experimentally intractable. Here, we describe a novel high throughput plant growth system (MYCroplanters) to test how multiple host, microbiota, and pathogen variables predict host health. Using an Arabidopsis-&lt;em&gt;Pseudomonas&lt;/em&gt; host-microbiota-pathogen model, we found that host genotype and bacterial strain order of arrival predict host susceptibility to infection, but pathogen and microbiota dose can overwhelm these effects. Host susceptibility to infection is therefore driven by complex interactions between multiple factors that can both mask and compensate for each other. However, regardless of host or inoculation conditions, the ratio of pathogen to microbiota emerged as a consistent predictor of disease. Our results demonstrate that high-throughput&lt;em&gt; &lt;/em&gt;tools like MYCroplanters can isolate interacting drivers host susceptibility to disease. Increasing the scale at which we can screen drivers of disease outcomes, such as microbiome community structure, will facilitate both disease predictions as well as engineering solutions for medicine and agricultural applications.&lt;/p&gt;
DOI: 10.14288/1.0447881
title: Pharmacists’ Experiences Providing Care to 2SLGBTQ+ Communities in British Columbia, Canada

description: This cross-sectional, mixed-methods survey was conducted in British Columbia, targeting registered pharmacists and student pharmacists, asking participants to assess the inclusivity of their practice and their pharmacy, rank the most important pharmacist competencies for providing inclusive care, and comment on facilitators and barriers they experience in providing care to 2SLGBTQ+ communities. The survey was disseminated online from October 24 to December 18, 2022.
DOI: 10.15468/dl.dt8z7d
title: Occurrence Download

description: A dataset containing 477 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'FO'
 AND occurrence.datasetkey IN ('3470d506-e667-4e3f-b178-819669684c05', '93c8cc03-30cf-474e-8173-dbe5a22a5d28')
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 477 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008303-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mzdj6
title: Occurrence Download

description: A dataset containing 2533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus marginatus (Lowe, 1834)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Material sample)"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2533 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011148-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5zjjp
title: Occurrence Download

description: A dataset containing 734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.10.58_2",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 734 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013034-250515123054153/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.28882259
title: 研究Data.xlsx

description: 这是我的数据
DOI: 10.5281/zenodo.15528779
title: AutoLabel: Automated Fine-Grained Log Labeling for Cyber Attack Dataset Generation [Dataset Part 1]

description: Here is Part 1 of the dataset pre-generated by AutoLabel.





Zenodo address for code & documentation & image packages: https://doi.org/10.5281/zenodo.15540310




Zenodo address for pre-generated datasets:





Part1: https://doi.org/10.5281/zenodo.15528780




Part2: https://doi.org/10.5281/zenodo.15532579


Part3: https://doi.org/10.5281/zenodo.15568798





For details, please refer to https://github.com/autolabel-open/autolabel.
DOI: 10.5281/zenodo.15528780
title: AutoLabel: Automated Fine-Grained Log Labeling for Cyber Attack Dataset Generation [Dataset Part 1]

description: Here is Part 1 of the dataset pre-generated by AutoLabel.





Zenodo address for code & documentation & image packages: https://doi.org/10.5281/zenodo.15540310




Zenodo address for pre-generated datasets:





Part1: https://doi.org/10.5281/zenodo.15528780




Part2: https://doi.org/10.5281/zenodo.15532579


Part3: https://doi.org/10.5281/zenodo.15568798





For details, please refer to https://github.com/autolabel-open/autolabel.
DOI: 10.15468/dl.ht4958
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eragrostis paniciformis"
 ]
}

 The dataset includes 576 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036647-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq7xz4
title: Occurrence Download

description: A dataset containing 6782 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenoplectus americanus"
 ]
}

 The dataset includes 6782 records from 329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036644-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxzfa7
title: Occurrence Download

description: A dataset containing 1796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristida wrightii"
 ]
}

 The dataset includes 1796 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036648-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16934434
title: Warming demands extensive tropical but minimal temperate management in plant-pollinator networks

description: This repository contains all analysis scripts and helper utilities used to produce the figures, statistics, and data tables reported in the manuscript 'Warming demands extensive tropical but minimal temperate management in plant-pollinator networks.'
DOI: 10.5281/zenodo.16934435
title: Warming demands extensive tropical but minimal temperate management in plant-pollinator networks

description: This repository contains all analysis scripts and helper utilities used to produce the figures, statistics, and data tables reported in the manuscript 'Warming demands extensive tropical but minimal temperate management in plant-pollinator networks.'
DOI: 10.15468/dl.8u3tc2
title: Occurrence Download

description: A dataset containing 12897 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eragrostis ciliaris"
 ]
}

 The dataset includes 12897 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036649-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69tj8n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litopenaeus vannamei",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036650-250811113504898/datasets/export for details.