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.
487
datasets available to search
ShareScore release 0.7.1
Dataset results
487 results for “species distribution model”
Figure 4 in A two-species distribution model for parapatric newts, with inferences on their history of spatial replacement
Figure 4. Model of the two-species distribution of Triturus cristatus and Triturus marmoratus for climatic conditions as foreseen for 50 years from now under the CMCC-ESM2_ SSP126 scenario. Results were simplified to a binary representation, with red for T. cristatus (probability of occurrence, Pc> 0.5) and blue for T. marmoratus (Pc <0.5). Grey areas predict the presence of one species or the other, depending on zero or full forestation (for details, see main text). The white line approximates the mutual species border as modelled for the present day (Fig. 2A). Note that the contact zone would have to move at a pace of> 10 km/ year to keep up with the projected change. Three other scenarios yielded even larger contact zone displacements (Supporting Information, Fig. S2).
Figure 3 in A two-species distribution model for parapatric newts, with inferences on their history of spatial replacement
Figure 3. Models of the two-species distribution of Triturus cristatus and Triturus marmoratus for climatic conditions as reconstructed for the Holocene, under the assumption that western Europe would be entirely forested (left panel) or entirely deforested (right panel). Colour key as in Figure 2. Results for nine different scenarios (for details, see main text) were averaged; for scenarios shown individually, see the Supporting Information (Fig. S1). The white line approximates the mutual species border as modelled for the present day in Figure 2.
Structural uncertainty in species distribution models (SDMs)
<p>This repository contains all scripts of data downloading, data processing, model building, and model prediction for the species distribution modeling experiment lead by Anna Thonis, Uzma Ashraf, C. Nikki Cavalieri, Toni Lyn Morelli, and Adam B. Smith. More details about this worldwide experiment can be found at https://earthskysea.org/join-us-in-a-study-of-sdm-methodology/.</p> <p>To note, the range map for <em>Prionailurus bengalensis</em> can be downloaded directly from IUCN Red List of Threatened Species (https://www.iucnredlist.org/resources/spatial-data-download). The range map for <em>Zamia prasina</em> can be obtained by request. All the present and future climate raster layers are downloaded from CHELSA v2.1 (https://chelsa-climate.org/downloads/). Other processed environmental layers can be obtained by request since the size of these data is over 220 GB.</p>
Data from: Biotic interactions in species distribution models enhance model performance and shed light on natural history of rare birds: a case study using the Straight-billed Reedhaunter (Limnoctites rectirostris)
Open the record for dataset details and reuse information.
Data from: Phylogeography in continuous space: coupling species distribution models and circuit theory to assess the effect of contiguous migration at different climatic periods on genetic differentiation in Busseola fusca (Lepidoptera: Noctuidae)
Open the record for dataset details and reuse information.
Data from: Understanding co-occurrence by modelling species simultaneously with a Joint Species Distribution Model (JSDM)
Open the record for dataset details and reuse information.
Data from: Quantifying apart what belongs together: a multi-state species distribution modeling framework for species using distinct habitats
Open the record for dataset details and reuse information.
Data from: Influence of device accuracy and choice of algorithm for species distribution modelling of seabirds: a case study using black-browed albatrosses
Open the record for dataset details and reuse information.
Data from: Species distribution models of an endangered rodent offer conflicting measures of habitat quality at multiple scales
Open the record for dataset details and reuse information.
Data from: Historical species distribution models predict species limits in western Plethodon salamanders
Open the record for dataset details and reuse information.
Data from: Tests of species-specific models reveal the importance of drought in postglacial range shifts of a Mediterranean-climate tree: insights from integrative distributional, demographic and coalescent modelling and ABC model selection
Open the record for dataset details and reuse information.
Data from: Microclimate-based species distribution models in complex terrain indicate widespread cryptic refugia under climate change
Open the record for dataset details and reuse information.
Data from: Modelling habitat distributions for multiple species using phylogenetics
Open the record for dataset details and reuse information.
Data from: Evaluating presence-only species distribution models with discrimination accuracy is uninformative for many applications
Open the record for dataset details and reuse information.
Data from: Input matters matter: bioclimatic consistency to map more reliable species distribution models
Open the record for dataset details and reuse information.
Data associated with ecological niche models and post-ENM statistical analyses for Trillium species distributions
Open the record for dataset details and reuse information.
Data from: Species distribution models contribute to determine the effect of climate and interspecific interactions in moving hybrid zones
Open the record for dataset details and reuse information.
Data from: Varying dataset resolution alters predictive accuracy of spatially explicit ensemble models for avian species distribution
Open the record for dataset details and reuse information.
Avian point-counts from Rhode Island and Connecticut used to test species distribution models
Open the record for dataset details and reuse information.
Data from: Modelling species distributions limited by geographic barriers: a case study with African and American primates
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.