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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
27,499 datasets
75,222 images of insect pests across 102 categories, preprocessed to 128x128 pixels. The dataset was created by Xiaoping Wu et al. for the IEEE CVPR conference in 2019 and later adapted for the Meta-Album benchmark in March 2022. It includes a hierarchical taxonomy grouping pests by the agricultural products they affect.
4,080 square-cropped images of 102 insect pest categories, preprocessed to 128x128 pixels for computer vision tasks. This mini version is derived from the large-scale IP102 benchmark dataset originally created for Insect Pest Recognition. The dataset was released under the Meta-Album project in March 2022 by Ihsan Ullah and colleagues.
800 square-cropped images of insect pests across 20 classes, preprocessed to 128x128 pixels for few-shot learning benchmarks. This dataset is a curated subset of the larger IP102 benchmark, created by Ihsan Ullah for the Meta-Album project in March 2022. The original IP102 dataset contains over 75,000 images across 102 categories with a hierarchical taxonomy linking pests to specific agricultural products.
Pacific Ocean data on billfish and large pelagic species collected through a mark-recapture program from 1963 to 2021. The Southwest Fisheries Science Center (SWFSC) and NOAA collaborated with recreational and commercial anglers globally to gather distribution, abundance, movement, and morphometric data. This information is used to quantify life history parameters for fisheries management.
Saskatchewan land areas protected under the Wildlife Habitat Protection Act and its associated regulations. The dataset is maintained by the Government of Saskatchewan to provide a dynamic and accessible record of these designated lands. It was last updated on March 18, 2026.
Darwin and Bynoe Harbour regions contain a 10-meter resolution raster grid predicting seabed sand content. The predictions are based on 395 physical samples and seven environmental variables derived from multibeam sonar data, with a reported predictive accuracy improvement of 84.8% over common methods.
A 10-meter resolution raster grid provides spatially continuous predictions of seabed mud content for the Darwin and Bynoe Harbour region. Predictions are based on 395 seabed samples and nine environmental variables derived from multibeam sonar data, with a demonstrated 62% VEcv accuracy for mud content.
2011-2017 survey data underpins a 10-meter resolution raster grid predicting seabed gravel content for Darwin and Bynoe Harbour. The model is based on 395 samples and 14 environmental variables, achieving a predictive accuracy improvement of 68.4% over common methods.
Geoscience Australia Data provides a report analyzing marine benthic biodiversity data collected with multiple sampling methods. The study compares biodiversity patterns from two regions, Joseph Bonaparte Gulf in northern Australia and Icelandic waters, investigating species richness, diversity indices, abundance, and community structure in relation to environmental variables like depth and substrate. It reviews studies using two or more gear types to assess consistency in ecological relationships.
Additional file 9 is a supplementary Excel file for the research article 'Exploring the biotechnological potential of terrestrial hot spring microbiomes for CO2 utilisation'. The dataset is 562.2 KB in size and was published on figshare by Christopher E. Stead under a CC-BY-4.0 license on April 21, 2026.
Victorian Biodiversity Atlas fauna records provide a snapshot of fauna taxa observations, excluding restricted taxa. The dataset includes attributes such as survey location, date, taxa recorded, counts, and locational accuracy. The FFG field reflects 2021 legislative amendments.
A 2026 snapshot from the Victorian Biodiversity Atlas lists published scientific name synonyms matched to current taxonomic concepts. The dataset includes attributes such as synonym name, current taxon ID, scientific name, common name, and conservation status.
Fauna taxa records from the Victorian Biodiversity Atlas, including most threatened taxa. The dataset excludes restricted records and features attributes like survey location, date, taxa recorded, counts, and locational accuracy. Data currency is indicated by a VERS_DATE column.
Seabed still images from the Solan Bank Reef cSAC/SCI survey, planned to inform a national indicator of 'Good Environmental Status' focusing on sponge morphology. The dataset was created by the Joint Nature Conservation Committee as part of the UK's obligations under the Marine Strategy Framework Directive (MSFD). It is stored in an XLSX file format.
Seabed video habitat analysis from the Solan Bank Reef cSAC/SCI survey, planned to inform a national indicator of 'Good Environmental Status'. The data focuses on sponge morphology as part of the UK's obligations under the Marine Strategy Framework Directive (MSFD). The dataset is provided by the Joint Nature Conservation Committee and was last updated in April 2026.
From 1988 to 2009, the US Fish and Wildlife Service conducted annual aerial surveys to photograph surface-nesting seabird colonies within the Oregon Coast National Wildlife Refuge Complex. More than 63,000 images were captured on 35mm film slides from helicopters at 260-330 meters altitude during late incubation periods. This collection represents a slide catalog of scanned images, digitized to preserve the data from degradation.
Minidoka National Wildlife Refuge initiated a vegetation mapping project using the Federal Standard National Vegetation Classification System. The dataset, collected under contract with NatureServe and SWCA, includes vegetation samples with information on dominant species, cover height, and percent cover. It is a Shapefile containing sample identifiers and observer notes.
Phosphorus and Escherichia coli concentrations were measured at 59 total sites across the Fanno and Bronson Creek subbasins in September 1996. The dataset was collected as part of a cooperative study between the Unified Sewerage Agency of Washington County, Oregon, and the U.S. Geological Survey. It characterizes summer base-flow water quality conditions in these tributaries of the Tualatin River Basin.
Cocos (Keeling) Islands Marine Park shallow waters (0-25 m) are mapped at 2-meter horizontal resolution. The dataset contains satellite-derived bathymetry and seafloor habitat classification, processed using EOMAP's Watcor-X algorithm and object-based classification. These geospatial layers provide a baseline for long-term monitoring and management of the Indian Ocean Territories Marine Parks.
Victoria, Australia's Department of Energy, Environment and Climate Action provides a snapshot list of published taxa names from the Victorian Biodiversity Atlas. The table includes attributes like scientific name, common name, conservation status, and origin, primarily at the species level. Data currency is indicated by a VERS_DATE column.