Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
358
datasets available to search
ShareScore release 0.9.0
Dataset results
358 results for “fine-scale”
Data and code for: Functional traits mediate individualistic species-environment distributions at broad spatial scales while fine-scale species' associations remain unpredictable
<p>Ecological communities are structured by a diverse set of processes acting at different spatial scales. In plant communities, assembly processes like ecological sorting, limiting similarity, and stochastic events are all expected to influence plant distributions and co-occurrence patterns. We assembled a data set describing the distribution of 139 herbaceous plant species within and among 257 forest stands in Wisconsin (USA) to elucidate the spatial scales at which these assembly processes operate. Analyses of these data in conjunction with detailed information about environmental conditions, plant functional traits, and phylogenetic relationships provided new insights into the scale-dependent drivers of plant community assembly in temperate forest understories. Traits like leaf height, specific leaf area, and seed mass all influenced individualistic plant distributions along landscape-scale gradients in soil texture, soil fertility, light availability, and climate while phylogenetic relationships did not predict species-environment relationships. These findings point to the importance of trait-mediated ecological sorting in shaping individualistic plant distributions at broad spatial scales. Contrary to our expectations about the importance of limiting similarity at local scales, neither functionally similar nor phylogenetically related herbs segregated among microsites within forest stands. We hypothesize strong ecological sorting among forest stands coupled with stochastic fine-scale interactions among species appear deterministic, niche-based assembly processes at local scales.</p>
Chromosome VCF files and 1Mb recombination rate estimations for: Fine-scale recombination rate variation and association with genomic features in a butterfly
<p>Genetic recombination is a key molecular mechanism that has profound implications on both micro- and macro-evolutionary processes. However, the determinants of recombination rate variation in holocentric organisms are poorly understood, in particular in Lepidoptera (moths and butterflies). The wood white butterfly (<em>Leptidea</em> <em>sinapis</em>) shows considerable intraspecific variation in chromosome numbers and is a suitable system for studying regional recombination rate variation and its potential molecular underpinnings. Here, we developed a large whole-genome resequencing data set from a population of wood whites to obtain high-resolution recombination maps using linkage disequilibrium information. The analyses revealed that larger chromosomes had a bimodal recombination landscape, potentially due to interference between simultaneous chiasmata. The recombination rate was significantly lower in subtelomeric regions, with exceptions associated with segregating chromosome rearrangements, showing that fissions and fusions can have considerable effects on the recombination landscape. There was no association between the inferred recombination rate and base composition, supporting a negligible influence of GC-biased gene conversion in butterflies. We found significant but variable associations between the recombination rate and the density of different classes of transposable elements (TEs), most notably a significant enrichment of SINEs in genomic regions with higher recombination rate. Finally, the analyses unveiled significant enrichment of genes involved in farnesyltranstransferase activity in recombination cold-spots, potentially indicating that expression of transferases can inhibit formation of chiasmata during meiotic division. Our results provide novel information about recombination rate variation in holocentric organisms and has particular implications for forthcoming research in population genetics, molecular/genome evolution and speciation.</p>
Fine-scale intraspecific niche partitioning in a highly mobile, marine megafauna species: implications for ecology and conservation
<p>A species may partition its realized ecological niche along bionomic and/or scenopoetic axes due to intraspecific competition for limited resources. How partitioning manifests depends on resource needs and availability by and for the partitioning groups. Here we demonstrate the utility of analyzing short- and long-term stable carbon and nitrogen isotope ratios from imperiled marine megafauna to elucidate realized niche partitioning in these species. We captured 113 loggerhead (<em>Caretta</em> <em>caretta</em>) sea turtles at a high-use area near Crystal River, Florida, between 2016–2022, comprising 53 subadults, 10 adult males, and 50 adult females. Isotopic analyses indicated that loggerheads partition their realized ecological niche by life stage, along a scenopoetic axis. Most adults likely forage and reside in shallow areas of the study site, with most subadults displaying habitat switching between deeper locations to forage and shallower locations to rest. Some subadults, like adults, also forage and reside in shallow areas, and may display behaviors to avoid intraspecific competition. Analysis of stable isotopes with different turnover rates was critical for this characterization of intraspecific niche partitioning in loggerhead turtles, which has direct implications for ongoing research and conservation efforts for this and other imperiled species.</p>
Behavioural thermoregulation and food availability drives fine-scale seasonal habitat partitioning in limpets
<ol> <li>Small-scale spatial variation in temperature plays a key role in limiting the distribution of organisms in thermally heterogeneous environments. In the rocky intertidal zone, intra-day temperature variation at small scales (cm-m) can easily exceed 30°C.</li> <li>To experimentally test the impact of this small-scale temperature heterogeneity on the distribution of an ecologically important limpet species (<em>Cellana</em> <em>denticulata</em>), boulders on an intertidal rocky reef in New Zealand were rotated, and small-scale temperature variability and food availability were measured throughout one year. Small-scale variability in thermal tolerance, heart rate, and heat shock protein expression was also measured to relate in situ limpet distributions with environmental conditions. Temperature variability was measured using limpet bio-mimics and HOBO pendant temperature loggers, while food availability (chlorophyll <em>a</em> concentration) was measured on in situ concrete fiberboard tiles.</li> <li>To measure limpet distributions, every tagged limpet on each of 18 boulders was followed from June 2021–2022. During each sampling, the location of each limpet, compass direction, and slope of the surface that each limpet inhabited were measured. To test for physiological differences among limpets from each microhabitat, thermal tolerance, and heat shock protein expression were measured in collected limpets; in situ heart rates and body temperatures were also measured sporadically on hot days.</li> <li>Maximum predicted body temperatures (36–39°C), heart rates, and actual body temperatures were greatest on equatorial surfaces (i.e., surfaces facing the equator) whereas food availability was greatest on poleward-facing surfaces. During summer, limpets moved towards surfaces that minimised their body temperatures and maximised food availability, namely vertical and poleward facing surfaces and undersides of boulders.</li> <li>Thermal tolerance, measured using Arrhenius breakpoint temperatures (mean ± SE: 34.7–35.8 ± 0.4–0.7°C) and flat line temperatures (36.2–37.4 ± 0.3–0.4°C), were similar among limpets facing different directions. Surprisingly, heat shock protein expression was relatively consistent throughout the year and among directions.</li> <li>Overall, limpet populations are resilient to thermal stress because they effectively use behavioural thermoregulation to exploit cooler microhabitats that also have greater food availability during summer.</li> </ol>
Fine-scale environmentally associated spatial structure of Lumpfish ( Cyclopterus lumpus) across the Northwest Atlantic
<p><span>Lumpfish, <em>Cyclopterus lumpus</em>, have historically been harvested throughout Atlantic Canada and are increasingly in demand as a solution to controlling sea lice in Atlantic salmon farms – a process which involves both the domestication and the transfer of lumpfish between geographic regions. Here, we have 70K SNP array data and whole genome re-sequencing data (WGS) for a variety of sample sites across the Northwest Atlantic. </span></p>
Data from: Ecological differentiation facilitates fine-scale coexistence of sexual and asexual Boechera
Open the record for dataset details and reuse information.
Data from: Plasticity contributes to a fine-scale depth gradient in sticklebacks’ visual system
Open the record for dataset details and reuse information.
Data from: Genome-wide diversity and habitat underlie fine-scale phenotypic differentiation in the rainbow darter (Etheostoma caeruleum)
Open the record for dataset details and reuse information.
The importance of fine-scale predictors of wild boar habitat use in an isolated population
Open the record for dataset details and reuse information.
Fine-scale empirical data on niche divergence and homeolog expression patterns in an allopolyploid and its diploid progenitor species
Open the record for dataset details and reuse information.
Fine-scale spatial genetic structure, mating and gene flow dispersal patterns in Parkia biglobosa populations under different levels of habitat fragmentation
Open the record for dataset details and reuse information.
Habitat fragmentation influences genetic diversity and differentiation: Fine-scale population structure of Cercis canadensis (eastern redbud)
Open the record for dataset details and reuse information.
Data from: Habitat structure modifies microclimate: an approach for mapping fine-scale thermal refuge
Open the record for dataset details and reuse information.
Data from: High dispersal ability versus migratory traditions: Fine-scale population structure and post-glacial colonization in bar-tailed godwits
Open the record for dataset details and reuse information.
Data from: Identification of reindeer fine-scale foraging behaviour using tri-axial accelerometer data
Open the record for dataset details and reuse information.
Data and code for: Functional traits mediate individualistic species-environment distributions at broad spatial scales while fine-scale species’ associations remain unpredictable
Open the record for dataset details and reuse information.
Fine-scale spatial segregation in a pelagic seabird driven by differential use of tidewater glacier fronts
Open the record for dataset details and reuse information.
Fine-scale intraspecific niche partitioning in a highly mobile, marine megafauna species: implications for ecology and conservation
Open the record for dataset details and reuse information.
Fine-scale habitat heterogeneity influences browsing damage by elephant and giraffe
Open the record for dataset details and reuse information.
Trophic resource partitioning drives fine-scale coexistence in cryptic bat species
Open the record for dataset details and reuse information.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.