cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.0k6djhb5d
title: A meta-analysis investigating the effects of energy infrastructure proximity on grouse demography and space use

description: The increased global demand for energy will require additional tools to
 help guide policy and management actions to conserve wildlife. Grouse
 (Tetraoninae) are adversely affected by infrastructure associated with
 energy development, but the magnitude of effects are difficult to quantify
 in a singular management prescription. Advancement in monitoring and
 analysis techniques have allowed researchers to evaluate complex questions
 surrounding the effects of infrastructure on grouse populations, rapidly
 increasing our knowledge. To better inform management decisions,
 especially with the emergence of renewable energy, a quantitative
 synthesis of previous research evaluating the effects of infrastructure on
 grouse populations is needed.  We reviewed studies evaluating the
 effect of energy infrastructure on grouse, with the main objective to
 determine the magnitude of effect on grouse lek attendance, resource
 selection, and survival to help inform future conservation actions. We
 modeled slope coefficients for distance to energy infrastructure,
 standardized by scale, on various behaviors to determine overall effect
 sizes in a meta-analysis. We used 93 study-result combinations from 21
 studies that directly evaluated resource selection, survival, or lek
 attendance relative to energy infrastructure. Trends in overall effect
 sizes suggest an adverse effect of distance to energy infrastructure on
 grouse behavior; however, the combination of non-significant pooled
 regression slopes and high among-study heterogeneity suggest the effect of
 distance to energy infrastructure is context dependent. While distance to
 infrastructure is a common metric used in many grouse management plans,
 our results suggest distance to infrastructure may not be a reliable
 predictor of grouse behavior and the effect is context dependent making
 management prescriptions based solely on distance to infrastructure in a
 one size fits all approach difficult.  Our analysis points to
 numerous aspects that scientists can improve upon by evaluating density in
 conjunction with distance to energy infrastructure as well as reporting
 the necessary statistics for future meta-analyses.
description: Data was obtained from peer-reviewed literature. We extracted
 regression coefficients, standard erros or confidence intervals, and
 sample sizes from statistical models that evaluated resource selection,
 survival, and lek attendance relative to distance to energy
 infrastructure. We contacted authors that assessed the effects of distance
 to energy infrastructure on grouse if they did not report relevant
 statistics.
DOI: 10.5061/dryad.fj6q5741b
title: Pollinator community and generalisation of pollinator spectra changes with plant niche width and local dominance

description: Floral traits are assumed to be the main determinants of plants'
 pollinator spectrum, yet a majority of temperate plant species possess
 traits allowing for a certain degree of generalisation of their pollinator
 spectrum. The actual level of pollinator spectrum generalisation is likely
 to be the result of both plant floral traits and the diversity and
 abundance of plant species a plant co-occurs with. We expect that plant
 species co-occurring in highly diverse plant communities should host more
 generalised pollinator spectra. In the present study, we explore the
 degree to which the composition and generalisation of plant-pollinator
 spectra depend on the plant’s niche width (measured as co-occurrence with
 other plant species) and its local dominance (as measured by mean cover in
 the community). For this purpose, we compiled a database of &gt;250
 plant species pollinator spectra from the literature and coupled it with
 data on plant niche width and local dominance based on the Czech National
 Phytosociological Database. Species with wider niches had on average more
 generalised pollinator spectra, ranging from bumblebee-dominated spectra
 to Diptera- and/or nitidulid beetle-dominated spectra, which was strongly
 related to plant phylogeny. Plants with bumblebee-dominated spectra had
 neither wide nor narrow niches. The majority of plants had either muscid-,
 hoverfly- or nitidulid-dominated or completely generalised pollinator
 spectra. Among such plants, higher local dominance increased the
 proportion of opportune muscids in pollinator spectrum, while hoverflies
 showed the opposite pattern. Honeybees although rather infrequent in
 pollinator spectra also showed a strong response to locally dominant plant
 species. Synthesis: The composition of a plant’s pollinator spectrum is
 not independent of other aspects of the plant’s life-history, namely,
 niche width and the ability to dominate the community. Wider plant species
 niches result in more generalised pollinator spectra, supporting our
 hypothesis that habitat generalists are less prone to specialisation on
 particular pollinator groups. Conversely, the ability to dominate local
 plant communities influenced pollinator spectra mainly through specific
 responses of individual pollinator groups.
description: Can be found in the manuscript method section. The data were compiled as part of the Floral
 Visitor Database v. 1.1 (hereafter FloViD) compiled as a part of the
 PLADIAS (Chytrý et
 al. 2021; data available at www.pladias.cz). We
 collected data from literature sources listed in the
 dataset. <br>
DOI: 10.5061/dryad.cfxpnvxbx
title: Parrot sound tool design: drum tool data

description: The rarity of tool manufacture in wild parrots is surprising because they
 share key life history traits with advanced tool-using species including
 large brains, complex sociality, and prolonged parental care. When it does
 occur, tool manufacture in parrots tends to be innovative, spontaneous and
 individually variable but most cases have been in captivity. In the wild,
 only palm cockatoos (Probosciger aterrimus) have been observed using tools
 regularly. However, they are unusual because they use tools to enhance
 their displays rather than for foraging or self-maintenance. Males in
 northern Australia make two types of tool from sticks and seed pods, which
 they tap rhythmically against a tree during display. We analysed 256 sound
 tools retrieved from 70 display trees. Drum sticks (89% of tools) were
 used more often than seed pod tools; most males manufactured only
 drumsticks, but some made both types. Individual males differed
 significantly in the design of their drumsticks including the length,
 width and mass, but we found no evidence that neighbours copied each
 other. We discuss the highly individualised preferences for sound tool
 design in context of the behavioural predispositions behind the rarity of
 tool manufacture in wild parrots.
description: Drum stick tools and seed pod tools were collected from the base
 of display trees after use by the birds. Drum sticks were measured and
 weighed, yielding the following parameters:  
 Length (mm), measured end to end following the natural contours
 of the drumming tool, Mean width (mm), the mean of
 three measurements including within 1 cm of each end and in the middle of
 the stick,  Chord (mm), the shortest distance between
 the end points of the stick providing an adjusted measure of length
 accounting for curvature of the stick, Dry mass (g),
 the mass of the stick when fully desiccated,  The
 number of protruding stubs where smaller branches had been removed by the
 birds,and Drum stick curvature was estimated by
 dividing the stick length by its chord. 
 There were insufficient seed pod tools for analysis of individual
 preferences. Standard statistical techniques were used to examine
 individual differences.<br>
DOI: 10.5061/dryad.98sf7m0ps
title: Data from: Soil nutrient heterogeneity alters productivity and diversity of experimental plant communities under multiple global change factors

description: Plant communities in nature are often challenged by multiple global change
 factors (GCFs) and also ubiquitously encountered with soil nutrient
 heterogeneity. So far, however, we know little about the interactive
 effect of multiple GCFs and soil nutrient heterogeneity on plant
 communities. We conducted an outdoor mesocosm experiment in which a plant
 community was either grown in heterogeneous soils consisting of high- and
 low-nutrient patches, or in homogeneous soils where the same amount of
 nutrients was evenly distributed. These plant communities were exposed to
 none (control), single, or a combination of two or four GCFs (i.e.,
 drought, nitrogen deposition, microplastic and cadmium). Biomass of the
 plant community exposed to drought and nitrogen deposition were greater in
 heterogeneous than in homogeneous soils, but evenness of the plant
 community exposed to microplastics was lower. Increasing the number of
 GCFs increased community biomass more in heterogeneous than in homogeneous
 soils, but it generally reduced community evenness, independent of soil
 nutrient heterogeneity. These contrasting responses were related to
 changing competitive hierarchies and root foraging responses under
 different treatments. Our results suggest that soil nutrient heterogeneity
 can alter community productivity and diversity via changing competitive
 interactions of the component species, depending on both the identity and
 the number of GCFs acting on the community. These results have important
 implications for the maintenance of ecosystem functions and services under
 rapid and complex ongoing global changes.
description: Microsoft excel can be used to open the data files.
DOI: 10.5061/dryad.cc2fqz6c4
title: Data from: Two common, often coexisting grassland plant species differ in their evolutionary potential in response to experimental drought

description: For terrestrial plant communities, the increase in frequency and intensity
 of drought events is considered as one of the most severe consequences of
 climate change. While single-species studies demonstrate that drought can
 lead to relatively rapid adaptive genetic changes, the evolutionary
 potential and constraints to selection need to be assessed in comparative
 approaches to draw more general conclusions.   In a greenhouse
 experiment, we compare the phenotypic response and evolutionary potential
 of two co-occurring grassland plant species, Bromus erectus and Trifolium
 pratense, in two environments differing in water availability. We
 quantified variation in functional traits and reproductive fitness in
 response to drought and compared multivariate genetic variance-covariance
 matrices and predicted evolutionary responses between species. Species
 showed different drought adaptation strategies, reflected in both their
 species-specific phenotypic plasticity and predicted responses to
 selection indicating contrasting evolutionary potential under drought. In
 T. pratense we found evidence for stronger genetic constraints under
 drought compared to more favourable conditions, and for some traits
 plastic and predicted evolutionary responses to drought had opposing
 directions, likely limiting the potential for adaptive change. Our study
 contributes to a more detailed understanding of the evolutionary potential
 of species with different adaptive strategies in response to climate
 change and may help to inform future scenarios for semi-natural grassland
 ecosystems.
DOI: 10.5061/dryad.qrfj6q5n9
title: Three-dimensional mandibular kinematics of mastication in the marsupial Didelphis virginiana

description: Didelphis virginiana (the Virginia opossum) is often used as an extant
 model for understanding feeding behavior in Mesozoic mammaliaforms,
 primarily due to their morphological similarities, including an unfused
 mandibular symphysis and tribosphenic molars. However, the 3D jaw
 kinematics of opossum chewing have not yet been fully quantified. We used
 biplanar videofluoroscopy and the X-Ray Reconstruction of Moving
 Morphology workflow to quantify mandibular kinematics in four wild-caught
 opossums feeding on hard (almonds) and soft (cheese cubes) foods. These
 data were used to test hypotheses regarding the importance of roll versus
 yaw in chewing by early mammals, and the impact of food material
 properties (FMPs) on jaw kinematics. The magnitude of roll exceeds that of
 yaw, but both are necessary for tooth-tooth or tooth-food-tooth contact
 between complex occlusal surfaces. We confirmed the utility of the four
 vertical kinematic gape cycle phases identified in tetrapods but we
 further defined two more in order to capture non-vertical kinematics.
 Statistical tests support the separation of chew cycle phases into two
 functional groups: occlusal and non-occlusal phases. The separation of
 slow close into two (occlusal) phases gives quantitative kinematic support
 for the long-hypothesized multifunctionality of the tribosphenic molar.
description: The raw data for this study is saved here as CSV files exported
 from the first left and right lower molars (talonid basins) of all
 individuals in this study relative to a midline axis. The data is of
 individual chewing sequences, with individual and food type indicated in
 the file name. Data analysis code is written for Matlab
 (.m files). The supplementary data document contains a
 table with the coordinate data for the midline reference axis and first
 molars. 
description: All data analysis code was made in Matlab. However, the files can
 be opened in any text editor. The methods and workflow for the analysis
 are extensively explained in the comments.
DOI: 10.15468/dl.4jufzk
title: Occurrence Download

description: A dataset containing 78472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archosargus probatocephalus"
 ]
}

 The dataset includes 78472 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003517-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.8931zcrwq
title: Replication data for estimating the below-ground leak rate of a natural gas pipeline using above-ground downwind measurements: THE ESCAPE−1 MODEL

description: Gas leak detectors are currently used to survey for below-ground leaks.
 However, measurements from gas detectors are not precise in quantifying
 the below-ground leak rate—data in this submission aimed to quantify the
 below-ground leak rate of a Natural Gas pipeline.
description: This dataset consists of raw, unprocessed data. The data was
 collected at 2m Above ground level using a path-integrated methane
 detector (measurements were sampled using equipment that reports the
 mixing ratios in parts per million meter). Measurements were taken above a
 below-ground gas leak.
description: # Above-Ground Methane Measurements: *** \*Summary of dataset contents,
 contextualized in experimental procedures. \* * A path-integrated methane
 detector was set 2 m above ground level. * A laser screen was positioned
 15 to 20 m opposite of the detector. * Methane measurements were
 transmitted every 2 seconds during measurements (varied for some data
 sets) * The downwind distance from the leak center was either 5 m or 10 m
 depending on the controlled leak rate * A total of 11 experiments were
 conducted. ## Data and file structure * The files are .csv meaning it can
 be opened with Microsoft excel or converted to .txt to re-use it * The
 data sets contain 2 columns; 1st column is the time column, and the 2nd
 column is the methane mixing ratios column * The 1st column is the time
 column in Mountain Time (one can always convert to any time zone) * The
 2nd column is in parts per million meters (ppm-m) * The data can be used
 to re\-produce a gas plume above\-ground at various distances from the
 leak center and from varying leak rates\. Dec02\|03 data was from a 20
 standard liters per minute \(slpm\) controlled leak\, Nov01\|04 data are
 from a 5 slpm controlled leak\, and the remaining files are from a 10 slpm
 controlled leak\. * Measurements were taken downwind relative to a 0.9
 metres (leak depth) below-ground gas leak at a test bed with a grass
 surface cover.
DOI: 10.5061/dryad.s4mw6m9bx
title: There and back to the present: a model-based framework to estimate phylogenetically constrained alpha diversity gradients

description: The imprint left by niche evolution on the variation of biological
 diversity across spatial and environmental gradients is still debated
 among ecologists. Furthermore, understanding to what extent dispersal
 limitation may reinforce or blur such an imprint is still a gap in our
 ecological knowledge. In this article we introduce a simulation approach
 coupled to Approximate Bayesian Computation (ABC) that parameterizes both
 the adaptation rate of species’ niche positions over the evolution of a
 monophyletic lineage and the intensity of dispersal limitation associated
 with the variation of species alpha diversity among assemblages
 distributed across spatial and environmental gradients. The analytical
 tool was implemented in the R package mcfly. We evaluated the
 statistical performance of the analytical framework using simulated
 datasets, which confirmed the suitability of the analysis to estimate the
 adaptation rate parameter but showed to be less precise in relation to the
 dispersal limitation parameter. Also, we found that increased dispersal
 limitation levels improved the parameterization of the adaptation rate of
 species’ niche positions in simulated datasets. Further, we evaluated the
 role played by niche evolution and dispersal limitation on species alpha
 diversity variation of Phyllostomidae bats across the Neotropics. The
 framework proposed here sheds light on the links between niche evolution,
 dispersal limitation and gradients of biological diversity, and thereby
 improved our understanding of evolutionary imprints on current biological
 diversity patterns.
description: R package available at https://github.com/GabrielNakamura/mcfly.
DOI: 10.15468/dl.w8hqn6
title: Occurrence Download

description: A dataset containing 149440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dodecastigma integrifolium, Echinochloa walteri, Eleocharis parvula, Eleutherine bulbosa, Eragrostis paniciformis, Eragrostis plana, Urochloa polystachya, Eryngium mesopotamicum, Eryngium stenophyllum, Eucalyptus scias, Eugenia wullschlaegeliana, Eulophia alta, Eulophia ruwenzoriensis, Euphorbia ophthalmica, Euterpe oleracea, Evolvulus convolvuloides, Evolvulus incanus, Fimbristylis dichotoma, Fimbristylis quinquangularis, Freesia laxa, Fumaria capreolata, Geranium carolinianum, Geranium nepalense, Gigantochloa apus, Gladiolus hortulanus, Gonatogyne brasiliensis, Guadua velutina, Hackelochloa granularis, Hakonechloa macra, Heliopsis buphthalmoides, Hesperantha baurii, Hiraea schultesii, Hydrocleys modesta, Hydrocotyle sibthorpioides, Hydrolea palustris, Hyparrhenia diplandra, Hyperthelia dissoluta, Ipomoea aristolochiifolia, Ipomoea carolina, Ipomoea cordatotriloba, Ipomoea digitata, Ipomoea grandifolia, Ipomoea leucantha, Ipomoea meyeri, Ipomoea neurocephala, Ipomoea parasitica, Ipomoea tuboides, Ischaemum guianense, Ischaemum latifolium, Kalanchoe crenata)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 149440 records from 1452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002970-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rd4sk
title: Occurrence Download

description: A dataset containing 109141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araneae",
 "Year 2005-2007",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 109141 records from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049651-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4zn36
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Weigela florida",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049698-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bfp24
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049697-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.18365212
title: DisasterVQA: A Visual Question Answering Benchmark Dataset for Disaster Scenes

description: DisasterVQA is a benchmark dataset for evaluating Vision-Language Models (VLMs) on disaster-response visual question answering. It includes Binary, Multiple-Choice, and Open-Ended questions.

Files in this release:





disastervqa_annotations.jsonl: the benchmark annotations and metadata (question text, ground-truth answers, image paths, and taxonomy labels).




disastervqa_model_outputs.jsonl: model predictions for each question (join with annotations using question_id). For Open-Ended questions, some records include a judge-LLM decision label (Right/Wrong).




taxonomy.json: final taxonomy definitions and references for each crisis_info_code.



Paper:Please cite the accompanying paper: “DisasterVQA: A Visual Question Answering Benchmark Dataset for Disaster Scenes”, arXiv:2601.13839.
DOI: 10.34740/kaggle/dsv/14610252
title: e-IPO Indonesia Data - Investment
DOI: 10.5281/zenodo.18365582
title: ESHITISHDA NUQSONLI INSON DAVLAT HIMOYASIDA

description: Mamlakatimizda inson, uning hayoti va erkinligi, sha’ni va qadr-qimmati oliy qadriyat hisoblanadi. Shu nuqtayi nazardan insonparvar demokratik davlat, ochiq va adolatli jamiyat barpo etishda aholini, ayniqsa, bugungi va ertangi avlodning farovonligini ta’minlash katta mas’uliyat yuklashi shubhasiz.
DOI: 10.5281/zenodo.18365583
title: ESHITISHDA NUQSONLI INSON DAVLAT HIMOYASIDA

description: Mamlakatimizda inson, uning hayoti va erkinligi, sha’ni va qadr-qimmati oliy qadriyat hisoblanadi. Shu nuqtayi nazardan insonparvar demokratik davlat, ochiq va adolatli jamiyat barpo etishda aholini, ayniqsa, bugungi va ertangi avlodning farovonligini ta’minlash katta mas’uliyat yuklashi shubhasiz.
DOI: 10.15468/dl.2aqeac
title: Occurrence Download

description: A dataset containing 6112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella piloselloides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6112 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010511-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18365590
title: ZAIF ESHITUVCHI OʻQUVCHILARNI NUTQIY SIFATLARINING RIVOJLANISH XUSUSIYATLARI

description: Ushbu maqolada zaif eshituvchi oʻquvchilarni kognetiv va nutqiy malakasini rivojlantirish xususiyatlari va eshitishidanuqsoni bo’lgan bolalarda og’zaki va yozma nutq shakllanishi bo‘yicha horijda olib borilayotgan ilmiy izlanishlar borasidagi fikrlar yoritilgan.