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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nipponocypris temminckii",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035319-251025141854904/datasets/export for details.
DOI: 10.15468/dl.x7z6yf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.4188 24.74913, -108.2688 24.74913, -108.2688 24.89913, -108.4188 24.89913, -108.4188 24.74913))"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035320-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbgshf
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Paratectonatica tigrina"
 ]
}

 The dataset includes 941 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035322-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nwb2p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nocomis biguttatus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035321-251025141854904/datasets/export for details.
DOI: 10.15468/dl.hd849c
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 24.74913, -108.1188 24.74913, -108.1188 24.89913, -108.2688 24.89913, -108.2688 24.74913))"
 ]
}

 The dataset includes 162 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035325-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj5b2t
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thelebolus crustaceus"
 ]
}

 The dataset includes 302 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035324-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14681575
title: Berita UNDIP
DOI: 10.5281/zenodo.18436152
title: BACDAC_files
DOI: 10.5281/zenodo.18436153
title: BACDAC_files
DOI: 10.34740/kaggle/ds/9322795
title: Daphne Study Dataset
DOI: 10.6084/m9.figshare.31146322
title: Actual-Ideal Weight Discrepancy Data Set

description: Data set used for examining actual and ideal weight perceptions in relation to the drive for muscularity in Jamaican male weight lifters.
DOI: 10.6084/m9.figshare.31146322.v2
title: Actual-Ideal Weight Discrepancy Data Set

description: Data set used for examining actual and ideal weight perceptions in relation to the drive for muscularity in Jamaican male weight lifters.
DOI: 10.6084/m9.figshare.31146322.v1
title: Actual-Ideal Weight Discrepancy Data Set

description: Data set used for examining actual and ideal weight perceptions in relation to the drive for muscularity in Jamaican male weight lifters.
DOI: 10.6084/m9.figshare.31215661
title: Data AMD

description: Efficacy of intravitreal injection therapy in patients with neovascular age-related macular degeneration: a longitudinal observational study
DOI: 10.6084/m9.figshare.31215661.v1
title: Data AMD

description: Efficacy of intravitreal injection therapy in patients with neovascular age-related macular degeneration: a longitudinal observational study
DOI: 10.15468/dl.c4ac4b
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.39384 17.31251,-98.32014 17.31251,-98.32014 17.34922,-98.39384 17.34922,-98.39384 17.31251))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 13 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002630-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bjesk
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-124.48 32.53,-114.13 32.53,-114.13 42.01,-124.48 42.01,-124.48 32.53))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mimulus"
 ]
}

 The dataset includes 277 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002632-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14681622
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.s9crts
title: Occurrence Download

description: A dataset containing 11543266 records in GBIF matching the query:
SELECT "gbifid", "taxonkey", "phylum", "class", "order", "eventdate" FROM occurrence WHERE ("hasgeospatialissues" = 'false') AND ("hascoordinate" = 'true') AND ("occurrencestatus" = 'PRESENT') AND ("decimallatitude" &gt;= 42) AND ("decimallatitude" &lt; 43) AND ("decimallongitude" &gt;= -71) AND "decimallongitude" &lt; -70 AND ("year" &lt;= 2025)

 The dataset's 11543266 records were derived from 533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002629-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgcdc4
title: Occurrence Download

description: A dataset containing 42505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-124.48 32.53,-114.13 32.53,-114.13 42.01,-124.48 42.01,-124.48 32.53))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Erythranthe"
 ]
}

 The dataset includes 42505 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002634-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18158996
title: PAMSIM 5-Track Validation Model VTU series

description: Thermal process simulations of five 1mm-long scan tracks along a 1280-micron by 640-micron by 40-micron mesh of 10-micron voxels set upon an additional substrate block. Boundary conditions includes conduction, build-surface convection @ 50 W/m^2*K, part-side and substrate-side surface convection @ 20W/m^2*K, build-surface radiation with an emissivity of 30%, and evaporation with a wetting/sticking coefficient of 1. VTU time series files are readable by ParaView and PyVista libraries. Nodal thermal results are stored in the "RESULT0" data descriptor.
DOI: 10.15468/dl.4cjr2c
title: Occurrence Download

description: A dataset containing 131857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bothriochloa ischaemum, Bothriochloa ischaemum, Amphilophis ischaemum, Andropogon ischaemum, Andropogon ischaemum, Andropogon ischaemum, Andropogon ischaemum, Andropogon digitatus, Andropogon digitatus, Andropogon digitatus, Andropogon digitatus, Andropogon digitatus, Dichanthium ischaemum, Sorghum ischaemum, Bromus rubens, Bromus rubens, Bromus rubens, Bromus rubens, Bromus rubens, Bromus rubens, Anisantha rubens, Festuca rubens, Zerna rubens, Cenchrus ciliaris, Cenchrus ciliaris, Pennisetum ciliare, Pennisetum ciliares, Pennisetum incomptum, Pennisetum incomptum, Cenchrus aequiglumis, Cenchrus anjana, Cenchrus anjana, Cenchrus echinoides, Cenchrus echinoides, Cenchrus pubescens, Cenchrus pubescens, Cenchrus pubescens, Cenchrus rufescens, Pennisetum cenchroides, Pennisetum cenchroides, Pennisetum rufescens, Eragrostis lehmanniana, Schismus arabicus, Schismus spectabilis, Schismus barbatus, Schismus barbatus, Festuca barbata, Festuca barbata, Festuca barbata, Festuca barbata, Festuca barbata, Electra brevifolia, Electra brevifolia, Electra calycina, Electra calycina, Electra nitida, Electra nitida, Electra ovalis, Electra ovalis, Festuca calycina, Festuca minuta, Festuca minuta, Festuca minuta, Hemisacris gonatodes, Koeleria calycina, Schismus brevifolius, Schismus calycinus, Schismus calycinus, Schismus calycinus, Schismus fasciculatus, Schismus fasciculatus, Schismus hirsutus, Schismus marginatus, Schismus marginatus, Schismus marginatus, Schismus minutus, Schismus ovalis, Schismus perennis, Schismus tenuis)",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 131857 records from 1075 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002622-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.9w0vt4bkc
title: Data from: Functional Frogs: Using swimming performance as a model to understand natural selection and adaptations

description: The ‘Functional Frogs’ 5E lesson plan is an outcome of a Research
 Experience for Teachers (RET) program funded by the National Science
 Foundation (NSF). The NSF project integrates research on swimming
 locomotion in frogs with broader goals of improving science education. The
 aim of this RET program was to increase scientific literacy in secondary
 school teachers in Oklahoma so that they can transfer knowledge from
 academic research experience to the classroom and thus improve their
 students' understanding of science. In this lesson, we focus
 primarily on comparing the peak velocity of five species of frogs, guiding
 students to collect data from videos of frogs swimming. The students then
 make evidence-based interpretations about the morphological traits that
 may underlie differences in swimming velocity across species. The five
 species differ both in morphology and ecology, with some inhabiting the
 aquatic environment more than others. Therefore, the lesson helps guide
 students through important steps of the scientific method to achieve a
 greater understanding of how adaptations arise in nature through examining
 variation in ecology, morphology, and locomotor performance.
description: You will find the four phases of the lesson as Word documents
 (Engage, Explore, Explain, and Elaborate). The videos
 were collected using a high-speed camera and all are in 125 frames per
 second. All videos are in MP4 format.
 The titles of the videos refer to the date and time the video was
 recorded, abbreviation of the name of species and ID number.
 The species are <em>Anaxyrus</em>
 <em>americanus</em> (American toad),
 <em>Scaphiopus</em> <em>hurterii</em>
 (Huter's spadefoot), <em>Gastrophyrne</em>
 <em>carolinensis</em> (eastern narrow-mouthed toad),
 <em>Hyla</em> <em>chrysoscelis</em> (Cope's
 gray treefrog), and <em>Rana</em>
 <em>sphenocephala</em> (Southern leopard frog).
description: The videos can be opened using Quick Time or software that
 analyzes videos such as ImageJ, Adobe Media Enconder, and Vernier Video
 Analysis.
description: # Data from: Functional Frogs: Using swimming performance as a model to
 understand natural selection and adaptation --- The data are high-speed
 camera videos of swimming individuals from five species of frogs. These
 videos are to be used in the lesson plan. ## Description of the data and
 file structure The videos are all in MP4 format and can be opened using
 Vernier Video Analysis or ImageJ. The titles of the files indicate the
 date and time of the recording, the ID of the individual, and the species
 name. The species are: Anaxyrus americanus, Scaphiopus hurterii,
 Gastrophryne carolinensis, Hyla chrysoscelis, and Rana sphenocephala. Once
 the videos are opened in Vernier Video Analysis, they can be digitized as
 explained in the lesson plan, so that velocity data can be extracted. ##
 Sharing/Access information The videos were collected in Daniel Moen lab
 from Oklahoma State University.
DOI: 10.5061/dryad.m63xsj463
title: Odor plume tracking behavior of walking and flying insects

description: Many animals locate food, mates, and territories by following plumes of
 attractive odors. There are clear differences in the structure of this
 plume tracking behavior depending on whether an animal is flying,
 swimming, walking, or crawling. These differences could arise from
 different control rules used by the central nervous system during these
 different modes of locomotion or one set of rules interacting with the
 different environments encountered by animals suspended in flow or moving
 across the ground. Flow speeds and turbulence that characterize the
 environments where walking and flying insects track plumes may alter the
 structure of odor plumes in an environment-specific way that results in
 the same control rules generating behaviors that appear quite different.
 We tested these ideas by challenging walking male cockroaches, Periplaneta
 americana, and flying male moths, Manduca sexta, to track plumes of their
 species’ sex-pheromones in low wind speeds characteristic of cockroach
 experimental environments, higher wind speeds characteristic of moth
 experimental environments, and conditions ranging from low to high
 turbulence. Introducing a turbulence-generating structure into the flow
 significantly improved the flying plume tracker’s ability to locate the
 odor source, and changed the structure of the behavior of both flying and
 walking plume trackers. Specifically, the walking and flying plume
 trackers located the odor source more often in experimental conditions
 characteristic of environments in which they live suggesting differing
 reliance on spatial and temporal measurements of the odor plume.
description: See the associated publication.
description: Spreadsheet processing software.
DOI: 10.25338/b8m350
title: Individual differences in coping styles and associations with social structure in wild baboons (Papio anubis)

description: The patterning of interactions between individuals over time form the
 foundation for relationships, which are the basis for social group
 structure. The emergent social structure scaling from interactions might,
 therefore, be influenced by individual differences in how individuals
 respond to stressors and uncertainty, which are often intrinsic aspects of
 social dynamics. During a 17-month study of wild olive baboons, Papio
 anubis, in Laikipia, Kenya, we measured individual differences in coping
 style and stress reactivity by experimentally presenting a stressor with
 multiple solutions. We measured individual differences in sociality
 through focal animal and ad libitum sampling that recorded grooming,
 aggression, proximity, and social displacements. We examined whether
 experimental measures of coping style and stress reactivity (1) are linked
 to social network assortativity, (2) predict network position and (3)
 covary with social dominance rank. Homophily was observed for coping
 styles in a strong proximity network but not when weak associations were
 included in the analysis. Coping style scores did not predict social
 network strength or degree. Partner stability indices of proximity
 associations and social dominance rank did not covary with coping style
 measures. Static summative network structures may obfuscate investigative
 inquiries into the role of individual differences and, also, may constrain
 or facilitate the behavioural expression of such differences. Thus, we
 should prioritize more fine-grain investigative approaches inclusive of
 variation in situation, context and consistency of group structure.
DOI: 10.25338/b8gd2q
title: Climate and the biotic community structure plant resistance across biogeographic groups of yellow monkeyflower

description: Characterizing correlates of phytochemical resistance trait variation
 across a landscape can provide insight into the ecological factors that
 have shaped the evolution of resistance arsenals. Using field-collected
 data and a greenhouse common garden experiment, we assessed the relative
 influences of abiotic and biotic drivers of genetic-based defense trait
 variation across 41 yellow monkeyflower populations from western and
 eastern North America and the United Kingdom. Populations experience
 different climates, herbivore communities, and neighboring vegetative
 communities, and have distinct phytochemical resistance arsenals.
 Similarities in climate, as well as herbivore and vegetative communities,
 decline with increasing physical distance separating populations, and
 phytochemical resistance arsenal composition shows a similarly decreasing
 trend. Of the abiotic and biotic factors examined, temperature and the
 neighboring vegetation community had the strongest relative effects on
 resistance arsenal differentiation, whereas herbivore community
 composition and precipitation have relatively small effects. Rather than
 simply controlling for geographic proximity, we jointly assessed the
 relative strengths of both geographic and ecological variables on
 phytochemical arsenal compositional dissimilarity. Overall, our results
 illustrate how abiotic conditions and biotic interactions shape plant
 defense traits in natural populations.
description: Data were generated using field surveys at 41
 <em>Mimulus</em> <em>guttatus</em> populations and
 in a greenhouse common garden at Northern Arizona University (see
 manuscript for additional methods). 
description: This upload contains input data (.csv and .Robj) and scripts (.R)
 used for analysis and generating figures.  See the included README.txt
 file for additional details and metadata. All analyses and figure
 generation were conducted in R.
DOI: 10.5061/dryad.f1vhhmh1f
title: Assessing the comparative effects of storm-relative helicity components within right-moving supercell environments

description: Supercell thunderstorms develop low-level rotation via tilting of
 environmental horizontal vorticity (ωh) by the updraft. This rotation
 induces dynamic lifting that can stretch near-surface vertical vorticity
 into a tornado. Low-level updraft rotation is generally thought to scale
 with 0–500 m storm-relative helicity (SRH): the combination of
 storm-relative flow, |SRF|, |ωh|, and cosφ (where φ is the angle between
 SRF and ωh). It is unclear how much influence each component of SRH has in
 intensifying the low-level mesocyclone. This study surveys these three
 components using self-organizing maps (SOMs) to distill 15,906 proximity
 soundings for observed right-moving supercells. Statistical analyses
 reveal the component most highly correlated to SRH and to streamwise
 vorticity (ωs) in the observed profiles is |ωh|. Furthermore, |ωh| and SRF
 are themselves highly correlated due to their shared dependence on the
 hodograph length. The representative profiles produced by the SOMs were
 combined with a common thermodynamic profile to initialize quasi-realistic
 supercells in a cloud model. The simulations reveal that, across a range
 of real-world profiles, intense low-level mesocyclones are most closely
 linked to ωh and SRF, while the angle between them appears to be mostly
 inconsequential.
DOI: 10.5281/zenodo.16096854
title: [Replication Package] Evaluating the Impact of Post-Training Quantization on Large Language Models for Code Generation

description: This repository contains scripts, datasets, and results of the work "Evaluating the Impact of Post-Training Quantization on Large Language Models for Code Generation"

Scripts contained in this Zenodo repository can also be visualized at the following link: https://github.com/Devy99/quantization-study
DOI: 10.5061/dryad.qjq2bvqkn
title: The contribution of Fe(III) reduction to soil carbon mineralization in montane meadows depends on soil chemistry, not parent material or microbial community

description: The long-term stability of soil carbon (C) is strongly influenced by
 organo-mineral interactions. Iron (Fe)-oxides can both inhibit
 microbial decomposition by providing physicochemical protection for
 organic molecules and enhance rates of C mineralization by serving as a
 terminal electron acceptor, depending on redox conditions. Restoration of
 floodplain hydrology in montane meadows has been proposed as a method of
 sequestering C for climate change mitigation. However, dissimilatory
 microbial reduction of Fe(III) could lead to C losses under increased
 reducing conditions. In this study, we explored variations in Fe-C
 interactions over a range of redox conditions and in soils derived from
 two distinct parent materials to elucidate biochemical and microbial
 controls on soil C cycling in Sierra Nevada montane meadows. Differences
 in parent material were associated with different rates of Fe(III)
 reduction at increasing soil moisture levels, but not with differences in
 soil C mineralization. Known Fe(III)-reducing taxa were present in all
 samples but neither the relative abundance nor richness of Fe(III)
 reducers corresponded with measured rates of Fe(III) reduction. Under
 reducing conditions, our results suggest that Fe(III) reduction
 contributes to C mineralization only when Fe-bound C is present. However,
 Fe-bound C was not present in all of our soils and was below theoretical
 limits for C sorption onto Fe-oxides where it was found. Overall, our
 results suggest that meadow-specific soil chemistry drives Fe-C
 interactions and that the impact of Fe on C cycling in montane meadows may
 be smaller than in other ecosystems.
DOI: 10.15468/dl.6ureqv
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Etmopterus sheikoi"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003407-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.