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.
3,484
datasets available to search
ShareScore release 0.9.0
Dataset results
3,484 results for “Plastic”
Data from: A camera trap based assessment of climate-driven phenotypic plasticity of seasonal moulting in an endangered carnivore
Open the record for dataset details and reuse information.
It takes time to heal a broken heart: Ventricular plasticity improves heart performance after myocardial infarction in rainbow trout, Oncorhynchus mykiss
Open the record for dataset details and reuse information.
Male adaptive plasticity can explain the evolution of sexual perception costs
Open the record for dataset details and reuse information.
Data from: The genetic basis of variation in sexual aggression: evolution versus social plasticity
Open the record for dataset details and reuse information.
Data from: Gene expression plasticity and desert adaptation in house mice
Open the record for dataset details and reuse information.
Irrigated urban trees exhibit greater functional trait plasticity compared to natural stand analogs
Open the record for dataset details and reuse information.
Functional trait plasticity affects growth but not survival of understory herbs across a resource availability gradient
We investigate the effects of phenotypic plasticity in plant functional traits on the survival and growth of transplanted understory herbs.
Numerical (No m-3) concentrations (mg m-3) of subsurface microplastic debris collected by bongo net aboard the Scripps Environmental Accumulation of Plastic Expedition (SEAPLEX) cruise, August 2009.
Microplastic was collected using a standard bongo net tow. Each sample was sorted at 6-12x magnification under a Wild M-5 dissecting microscope, and plastic particles and removed for further analysis. Plastic particles were soaked in deionized water to remove salts, dried at 60°C, and stored in a desiccator. Dry mass was measured on an analytical balance. Particles were then digitally imaged with a Zooscan digital scanner (Gorsky et al. 2010). The total number of particles was measured using NIH ImageJ-based tools in the Zooprocess software, calibrated against manual measurements (Gilfillan et al. 2009, Gorsky et al. 2010)
Feret diameter (mm), area (mm2), and circularity of microplastic debris collected by manta net aboard the Scripps Environmental Accumulation of Plastic Expedition (SEAPLEX) cruise, August 2009, and NOAA Okeanos Explorer expedition, 2010.
Microplastic was collected using a standard manta net tow. Each sample was sorted at 6-12x magnification under a Wild M-5 dissecting microscope, and plastic particles and H. sericeus removed for further analysis. Plastic particles were soaked in deionized water to remove salts, dried at 60°C, and stored in a desiccator. Particles were then digitally imaged with a Zooscan digital scanner (Gilfillan et al. 2009, Gorsky et al. 2010)
Microplastic measurements including, mass, color, particle type and plastic type collected aboard the Scripps Environmental Accumulation of Plastic Expedition (SEAPLEX) cruise, August 2009.
Microplastic was collected using a standard manta net tow. Each sample was sorted at 6-12x magnification under a Wild M-5 dissecting microscope, and plastic particles and H. sericeus removed for further analysis. Plastic particles were soaked in deionized water to remove salts, dried at 60°C, and stored in a desiccator. Particles were then digitally imaged with a Zooscan digital scanner (Gilfillan et al. 2009, Gorsky et al. 2010)
Data, Rcode and Supplementary Materials for: Effects of virgin micro- and nano-plastics on fish: Trends, meta-analysis and perspectives
<p><strong>Review_MNNP_Fish</strong></p> <p>Data, Rcode and Supplementary Materials for: Effects of virgin micro- and nano-plastics on fish: Trends, meta-analysis and perspectives</p> <p><strong>Supplementary_Information_1.pdf</strong>:<br> This document contains a list of names that are used in the database (see Supplementary_Information_2) to describe the biological endpoints investigated within the 46 studies that we have reviewed</p> <p><strong>Supplementary_Information_2.xlsx</strong>:<br> This document contains 6 sheets:</p> <ul> <li>'Database' sheet: contains the full database compiling the 46 studies and 782 biological endpoints analyzed in this review paper.</li> <li>'INFO' sheet: contains the information to understand how MP/NP sizes and concentrations were attributed to classes</li> <li>'Size_Class_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP size classes and effects on fish biological functions. This sheet is used to build Figure 4.</li> <li>'Mass_Conc_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP mass concentration classes and effects on fish biological functions. This sheet is used to build Figure 4.</li> <li>'Part_Conc_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP particle concentration classes and effects on fish biological functions. This sheet is used to build Figure 4.</li> <li>'Exposure_Path_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP exposure pathway and effects on fish biological functions. This sheet is used to build Figure 3.</li> </ul> <p><strong>Plabib_Fig2.xlsx</strong>:<br> This document contains the data necessary to build Figure 2 of this review paper. Data has been extracted from Supplementary_Information_2 database.</p> <p><strong>Plabib_Fig3_pie.txt</strong>:<br> This document contains the data necessary to build Figure 3 pie chart. Data has been extracted from Supplementary_Information_2 database.</p> <p><strong>PlaBib_Rcode_forFigures.R</strong>:<br> This document contains the Rcode necessary to build all figures from this manuscript</p>
Fig. 3 in Plasticity in the shape and growth pattern of asteriscus otolith of black prochilodus Prochilodus nigricans (Teleostei: Characiformes: Prochilodontidae) freshwater Neotropical migratory fish
Fig. 3. Cluster analysis based on the euclidean distances of the wavelet functions by shape analysis of asteriscus otoliths Prochilodus nigricans between rivers. S (Solimões); J (Japurá) and N (Negro).
Fig. 2 in Plasticity in the shape and growth pattern of asteriscus otolith of black prochilodus Prochilodus nigricans (Teleostei: Characiformes: Prochilodontidae) freshwater Neotropical migratory fish
Fig. 2. Canonical variate analysis of the first 5 PC compo- nents and fish length data of the Prochilodus nigricans for all localities, with 95% confidence. Solimões (blue); Japurá (red) and Negro (green).
Fig. 1 in Growth and reproduction in captivity unveils remarkable life-history plasticity in the smallnose fanskate, Sympterygia bonapartii (Chondrichthyes: Rajiformes)
Fig. 1. Growth of Sympterygia bonapartii born at Temaikèn Aquarium (Argentina). Individual growth trajectories (n = 21 males and 13 females) are shown as grey lines. The Logistic model (bold black line) is the one with the best fit to the data (lowest Akaike Information Criterion). Other models fitted are von Bertalanffy with size at birth (VB1), von Bertalanffy with t0 parameter (VB2), and Gompertz models. The best model describing the growth of wild S. bonapartii (bold dashed line) from off northern Argentina, as estimated by Hozbor and Massa (2015), has the same form as VB1.
Stevison Lab dataset and code for peak plasticity project
<p>Github repository containing data files and scripts to reproduce the analysis for the manuscript titled: <strong>"refining the peak time point for recombination rate plasticity in <em>Drosophila pseudoobscura</em>"</strong></p>
Figure 4 from: Liao T-Y, Huang W-C, Iizuka Y, Chou M-T, Shiao J-C (2020) Facultative amphidromy and pelagic larval duration plasticity of Rhinogobius formosanus (Teleostei, Gobioidei). ZooKeys 951: 91-107. https://doi.org/10.3897/zookeys.951.50429
Figure 4 Analyzed transects of otolith Sr:Ca ratios from the core to the edge of sagittal otoliths of Rhinogobius formosanus collected in the Malian Creek of northern Taiwan. The arrows represent the formation days of the otolith check mark counted from the core. a-e represent their catalog numbers.
Figure 3 from: Liao T-Y, Huang W-C, Iizuka Y, Chou M-T, Shiao J-C (2020) Facultative amphidromy and pelagic larval duration plasticity of Rhinogobius formosanus (Teleostei, Gobioidei). ZooKeys 951: 91-107. https://doi.org/10.3897/zookeys.951.50429
Figure 3 Minimum spanning network built from 20 COI sequences of Rhinogobius formosanus with six haplotypes. Colors represent correspondent sampling sites; pie chart sizes are proportional to the number of individuals; short bars represent haplotypes not collected in this study. FR, Feitsui Reservoir, representing a landlocked population; MLC, Malian Creek, representing an amphidromous population.
Figure 2 from: Liao T-Y, Huang W-C, Iizuka Y, Chou M-T, Shiao J-C (2020) Facultative amphidromy and pelagic larval duration plasticity of Rhinogobius formosanus (Teleostei, Gobioidei). ZooKeys 951: 91-107. https://doi.org/10.3897/zookeys.951.50429
Figure 2 Sampling localities of Rhinogobius formosanus in Taiwan. Location codes are given in Table 1. FR, Feitsui Reservoir (GPS: 24°55'46.8"N, 121°41'29.6"E), representing a landlocked population; MLC, Malian Creek (GPS: 25°10'17.2"N, 121°40'47.7"E), representing an amphidromous population.
Figure 6 from: Liao T-Y, Huang W-C, Iizuka Y, Chou M-T, Shiao J-C (2020) Facultative amphidromy and pelagic larval duration plasticity of Rhinogobius formosanus (Teleostei, Gobioidei). ZooKeys 951: 91-107. https://doi.org/10.3897/zookeys.951.50429
Figure 6 Sr:Ca ratios along transects from the core to the edge of sagittal otolith of Rhinogobius formosanus collected in the Feitsui Reservoir. a-h represent their catalog numbers.
Figure 5 from: Liao T-Y, Huang W-C, Iizuka Y, Chou M-T, Shiao J-C (2020) Facultative amphidromy and pelagic larval duration plasticity of Rhinogobius formosanus (Teleostei, Gobioidei). ZooKeys 951: 91-107. https://doi.org/10.3897/zookeys.951.50429
Figure 5 Otolith microstructure of an amphidromous goby (DOS02416-7, panel a and c) and a landlocked goby (DOS03534-19, panel b and d). Panel c and d illustrate the clear growth increments during the pelagic larval duration of the goby. The white arrows in panel a and b indicate the transect of otolith Sr:Ca ratio analysis. The black arrows indicate the otolith check mark where otolith Sr:Ca ratios drop from marine to freshwater signatures (panel a) and structural transition from clear concentric ring to ambiguous rings (panel b), respectively. Scale bars: 500 μm for panel a, b; 100 μm for panel c, d."
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.