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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
22,878 datasets
Greater Sydney Canopy Access 2022 provides information on community access to tree canopy cover across Greater Sydney. The dataset was created by the NSW Department of Planning, Housing and Infrastructure from aerial imagery captured between October 2022 and February 2023. It consists of vegetation cover data in a hexagonal vector grid format for each Local Government Area and the entire region.
Shuangxi Chen's dataset comprises a predictive model developed from a retrospective study of 216 patients with hepatocellular carcinoma. It integrates habitat imaging radiomic features with clinicopathologic factors to noninvasively predict microvascular invasion status. The model achieved an AUC of 0.862 in the training set and 0.814 in the validation set.
A dataset supporting a non-invasive pipeline for automatic fish length estimation using an underwater Stereo-Vision System (SVS). The method combines 2D segmentation masks with 3D scene reconstruction and multi-object tracking, achieving a Mean Absolute Error of 1.30 cm and a Mean Absolute Percentage Error of 4.53%. The data was authored by Caterina Muntaner-Gonzalez and last updated on 2026-05-25.
A non-invasive pipeline for automatic fish length estimation achieves a Mean Absolute Error of 1.30 cm and a Mean Absolute Percentage Error of 4.53%. The method uses an underwater Stereo-Vision System with YOLOv11-based segmentation and BoT-SORT tracking, evaluated on datasets of increasing complexity. The pipeline is integrated into an autonomous system for real-time on-board operation in marine environments.
Field-based evidence for the zoogeochemical role of spotted hyaena in recycling macronutrients. The data compares three faecal preparation techniques and measures calcium and phosphorus concentrations across faeces, soil, and plant matter. Data collection was conducted with approval from the University of Pretoria and South African authorities.
A regional-scale map of Plant Community Types (PCTs) for the Upper Hunter area of New South Wales, Australia. The NSW Office of Environment and Heritage produced this seamless map using aerial imagery, site surveys, and environmental data. It was superseded by a newer statewide map on June 24, 2022, and the web service will be archived after March 31, 2025.
335 kidney transplant recipients with proteinuria were studied for a median of 5.2 years to assess graft failure risk. The research found moderate/non-selective proteinuria was independently associated with a higher risk of graft failure. This dataset, shared on figshare under CC-BY-4.0, contains the supplementary material for the published study.
Three draft genome sequences of Enterococcus faecalis strains (LAB1, LAB10, LAB11) isolated from tilapia aquaculture pond water at the University Nangui Abrogoua in Abidjan, Ivory Coast. Each genome is approximately 2.94 Mb with a GC content of 37.40% and contains between 2,872 and 2,875 predicted protein-coding sequences. The dataset was authored by Muiz Oluwatosin Akinyemi and last updated on 2026-05-31.
A study investigating the ecotoxic and genotoxic effects of the herbicide nicosulfuron on non-target organisms. The dataset, authored by Larissa Fonseca Andrade-Vieira and shared on figshare, includes results from tests on Vicia faba, Raphidocelis subcapitata, Daphnia magna, and Brachionus calyciflorus. It was last updated on 2026-05 28.
Over 120 species of pelagic copepods were identified from samples collected during austral summers of 1997/1998 and 1998/1999 near Australia's North West Cape. The dataset includes community composition, abundances, biomass, and environmental variables from 8 stations along a 36km transect, captured by the Australian Ocean Data Network. Sampling captured the impact of Cyclone Tiffany in early 1998, enabling before-and-after comparisons.
Zhanghan Ni created this dataset on figshare, last updated May 14, 2026. It contains habitat predictions for internal nodes across a bacterial species tree, derived from phylogenetic analysis of 13,637 additional genomes. The data is structured into 16 phylum-specific groups to account for evolutionary rate differences.
The NSW Spatial Resilience Index estimates landscape capacity to retain biodiversity under future climate scenarios, ranging from 0.0 (completely isolated) to 1.0 (fully connected). It is produced by the NSW Department of Climate Change, Energy, the Environment and Water using habitat condition data from 2013 and climate projections centered on the 2070s. The index is available at a 250-meter spatial resolution.
Joseph Bonaparte Gulf in northern Australia and Icelandic waters from the BIOICE program provide data for comparing marine biodiversity sampling methods. The dataset likely contains measurements of species richness, diversity indices, abundance, and community structure in relation to environmental variables like depth and substrate. It was published by the Australian Ocean Data Network and last updated in June 2026.
26 studies from 15 countries involving 8,727 participants were encompassed in this systematic review and meta-analysis. The analysis, conducted by Ni Chen and published on figshare, found the overall incidence of post-transplant diabetes mellitus (PTDM) after kidney transplantation was 20%. Advanced age, high BMI, family history of diabetes, high fasting plasma glucose, hypertriglyceridemia, and HCV infection were identified as significant risk factors.
Two Paenibacillus strains, HQ-1 and HQT-2, demonstrated over 80% preventive efficacy against Astragalus membranaceus root rot in greenhouse trials. The dataset, authored by Chenying Wu and last updated in 2026, likely contains results from in vitro assays, colonization studies, and metagenomic analysis of treated soils. It provides systematic evidence on the efficacy of P. terrae in biocontrol, addressing a noted gap in the literature.
Experimental data details the biocontrol mechanisms of two Paenibacillus strains, HQ-1 and HQT-2, against Fusarium solani root rot in Astragalus membranaceus. The dataset includes in vitro assay results, greenhouse experiment outcomes showing preventive efficacies of 86.046% and 80.619%, and metagenomic analysis of soil microbial shifts. The data was published by Chenying Wu on figshare in June 2026.
3,261 unique English-language articles and reviews on exercise and cancer prognosis were analyzed from the Web of Science and Scopus. Annual publication output nearly doubled from 211 in 2015 to 483 in 2024, with the United States and China leading production. The dataset, created by Xiaodong Wang, was last updated in June 2026 and includes analysis of co-authorship networks and keyword co-occurrence.
A text document describing a high-reliability math containment kernel for embedded systems. The document, authored by Jamie Davis and last updated in June 2026, details a software core designed to prevent hardware crashes from division errors. It is a 1.8 KB file available under a CC-BY-4.0 license on figshare.
A survey from August 7-16, 2012 collected visual and positional data for the Solitary Islands Key Ecological Feature. The NERP Marine Biodiversity Hub, in collaboration with the New South Wales Office of Environment and Heritage, conducted the survey aboard the R.V. Bombora. Data includes forward-facing mono and stereo video, downward-facing stills, and GPS/USBL positional information.
110 microbiome studies from Gulf Cooperation Council countries, systematically reviewed up to January 31, 2025. The dataset was compiled by author Marwh G. Aldriwesh and published on figshare in May 2026. It synthesizes findings on human, animal, and environmental microbiome research distribution and methodologies.