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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
24,612 datasets
Palaeoshorelines on the stable Australian continental shelf formed during periods of lower sea level, primarily at depths of 30–40 m and 70–90 m over the last 128,000 years. The dataset, from Geoscience Australia and published in Continental Shelf Research in 2017, maps these relict coastal features to provide a geospatial framework for biodiversity studies and resource targeting. It relates shoreline morphology and preservation to composition and oceanographic setting.
Geoscience Australia presents results from two major marine surveys on the Lord Howe Rise plateau in 2003 and 2007. The dataset includes benthic biological and geological samples, underwater photographs, video, and multibeam sonar bathymetry data. It documents habitats like hard rocky substrates covering volcanic peaks and seamounts that support significant epifaunal assemblages.
Swan Coastal Plain IBRA region areas of remnant vegetation that may provide important feeding resources for Carnaby's black cockatoo. The dataset, created by David Mitchell of the Department of Biodiversity, Conservation and Attractions, is designed for use with associated feeding, breeding, and roosting data layers.
Experimental data from 2026 by Yishuo Huang investigates how volatile organic compounds mediate long-distance signaling between bulk soil microbiomes, rhizobiomes, and plants. The 4.0 MB dataset, shared on figshare, explores the effects of VOC-mediated signaling on microbiome composition, function, and plant nutrient acquisition. It demonstrates that reciprocal VOC signaling forms a cohesive underground ecosystem.
Western Australia's polygon coverage of Fish Habitat Protection Areas declared under the Fish Resource Management Act. The dataset is maintained by the Department of Primary Industries and Regional Development and was last updated in March 2026.
Stage 26 Xenopus laevis embryo posterior dorsal explants provide data on transcriptional changes after GABA signaling inhibition. The dataset lists differentially expressed genes identified via RNA-seq from two biological replicates, each pooling tissue from three embryos. Author Masaki Hachiman published this data in 2026 to support the study of GABA-dependent gene regulation during axial elongation.
Climate vulnerability rankings for Acropora cervicornis outplanting sites in the Florida Reef Tract were developed using a model integrating seven resilience indicators. The dataset includes gridded netCDF files, maps, and a Google Earth tool with layers for depth, turbidity, resilience, bleaching projections, and outplanting scores. NOAA's National Centers for Environmental Information (NCEI) compiled this data, which contains climate model projections from 2006 to 2099.
287.4 KB CSV file by Ruzanna Gevorgyan, last updated April 2026. The dataset likely contains counts of sampled animals per locality, ELISA test results, and aggregated environmental variable measurements. It is available under a CC-BY-4.0 license.
Data from 30 flow events in the Goodwin Creek Experimental Watershed, Mississippi, USA, are presented. The dataset contains flow and gravel transport rates measured by two accelerometer-equipped stainless-steel impact plates installed in the channel bed. It was found that flow events typically produced clockwise transport rate hysteresis, indicating likely supply-limited conditions for gravel on the falling limbs of hydrographs.
Polar ecosystems, including Arctic and Antarctic seawaters, saline lakes, and sea ice, are the source for 1,573 giant virus metagenome-assembled genomes (GVMAGs). The dataset was reconstructed from 1,198 polar metagenomes and is authored by Jianyi Feng. It was last updated on May 18, 2026.
Southern Ocean seafloor habitats and communities, focusing on Antarctic shelf diversity hotspots. The dataset outlines observed and projected responses to drivers including ocean warming, acidification, iceberg scour, and fishing pressures. It was published in Frontiers in Marine Science in 2021 and aggregated by the Australian Ocean Data Network.
Field-based measurements of methane, carbon dioxide, and water vapor fluxes collected across multiple urban land-use types in Toronto, Canada. The dataset, created by Kayes, Imrul and harvested from Borealis Dataverse, consists of chamber-based flux measurements paired with environmental and soil variables. It captures fine-scale spatial and seasonal variability, enabling analysis of land-use gradients and temporal dynamics in urban greenhouse gas exchange.
Md. Sifat Haque Zidan's ablation study on PlantaNet, focusing on validation accuracy. The dataset is a 5.5 KB XLS file published on figshare under a CC-BY-4.0 license and last updated on April 24, 2026.
904.2 MB of multimodal research data supporting a study on potassium modulation of anion channels. The collection includes numerical electrophysiological recordings, AlphaFold 3 protein structure predictions, phylogenetic analysis data, and raw immunohistochemistry images. Author TAKUSHI SHIMOMURA published this dataset on figshare under a CC-BY-4.0 license in April 2026.
17879 bytes of data support a study on the social system of the bubble-nesting fish Betta brownorum. The dataset contains behavioural observations from aquarium experiments testing responses to a heterospecific intruder. Results suggest this species exhibits intermediate characteristics between family living and cooperative breeding, with subordinate offspring participating in territory defense.
A survey dataset of 579 valid questionnaires concerning residents' well-being, collected as preliminary research for a project analyzing an agriculture-tourism-ecology system. The data was authored by Xiumei XU and last updated on April 23, 2026. It is available as a 102.4 KB XLSX file under a CC-BY-4.0 license.
A 9.4 KB dataset contains validation data for a dynamic, plant-wide process model of a biogas steam reforming plant. The model was developed by Edwin Hirtreiter in UniSim Design and validated with experimental data from a pilot plant measurement campaign. It was last updated in April 2026.
A 6.1 MB dataset contains simulation and validation data for a dynamic, plant-wide process model of a biogas steam reforming plant. The model, developed by Edwin Hirtreiter in UniSim Design, was validated against experimental data from a pilot plant measurement campaign. It accurately predicts steady-state operating points and captures dynamic responses like temperature overshoots in the catalyst bed.
A dynamic, plant-wide process model of a biogas steam reforming plant was developed and validated with experimental data from a pilot plant. The model, created by Edwin Hirtreiter, accurately predicts steady-state operating points and captures dynamic responses like temperature overshoots in the catalyst bed. The dataset, last updated in April 2026, contains the simulation results and validation data.
Edwin Hirtreiter developed a dynamic, plant-wide process model of a biogas steam reforming plant for hydrogen production using UniSim Design. The model was validated under steady-state and dynamic conditions with experimental data from a pilot plant measurement campaign. Results show the model accurately predicts steady-state operating points and captures dynamic responses, such as temperature overshoots in the catalyst bed during load reductions.