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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
24,619 datasets
Maps detail the boundaries of designatable units for Pacific Salmon, as defined by the Committee on the Status of Endangered Wildlife in Canada. This geospatial dataset supports conservation considerations for groups with unique genetic heritage in British Columbia and the Yukon. It is provided by Fisheries and Oceans Canada.
June 2018 data estimates the seasonal presence of Northern Bottlenose Whales in the Bay of Fundy and Port Hawkesbury Area Response Plan zones. The dataset was created by Fisheries and Oceans Canada's Coastal Oceanography and Ecosystem Research section, synthesizing reported opportunistic sightings and local knowledge. It is available in formats including CSV and ESRI REST.
Training data for habitat selection models integrates animal tracking, environmental variables, and predator presence for European bison, moose, red deer, and roe deer. The dataset includes median greenness, forest disturbance history, and infrastructure metrics to model species-environment interactions. Columns suggest it supports analysis of how factors like temperature, land cover, and carnivore presence influence habitat use.
ANIMA is a dataset of 26 prompts and 13 ethical dimensions for evaluating AI model moral reasoning about animal welfare. It was created by sentientfutures and introduced in the paper 'Alignment Midtraining for Animals' (Brazilek & Tidmarsh, 2026). The dataset was last updated on Hugging Face in May 2026.
104 dinoflagellate cyst and 16 acritarch species, varieties, and groups were differentiated from 20 core samples from two wells on Bathurst Island. The data includes systematic studies of 40 spore and 23 pollen species, with new genera and species proposed. It was published by Geoscience Australia and covers marine sediments from the mid- to late Cenomanian to possibly early Turonian period.
2016/2017 linear disturbance data for the Upper North Saskatchewan and Upper Red Deer River Basins in Alberta, Canada. The dataset was compiled by Alberta Environment and Parks from five government data sources to support a scientific assessment of ecological responses. It categorizes linear features such as roads, pipelines, and trails.
The Capel and Faust basins are located on the northern Lord Howe Rise offshore eastern Australia. Geoscience Australia acquired and analyzed high-quality 2D seismic data, multibeam bathymetry, gravity, magnetic data, and rock samples under government programs from 2003-2011. The analysis improved the definition of depocentres up to 150 km long and identified basin fill with a maximum thickness over 6 km, consisting of syn-rift and sag megasequences.
Geoscience Australia, FrontierSI, and Deakin University conducted a study to understand user requirements for Multibeam Echo Sounder (MBES) data. The report summarizes responses from 103 people across 69 Australian and international government, private sector, and academic entities, gathered via an online questionnaire and two workshops. The study identified 30 specific MBES survey purposes across 10 general application areas.
This systematic review synthesizes evidence from 6 randomized controlled trials involving 289 patients. It evaluates the effectiveness of physical therapy interventions for secondary lower limb lymphedema in gynecological cancer survivors. The review assessed outcomes including limb volume, pain, physical function, and quality of life.
Mohammad Salehi's dataset provides a summary taxonomy of 16 metaheuristic algorithms, categorized by their primary inspiration source and underlying search mechanism. The classification, last updated in April 2026, illustrates how metaphoric origin guides exploration-exploitation balance and population dynamics. It is a 5.5 KB Excel file shared under a CC-BY-4.0 license on figshare.
NCCOS Assessment provides a spatially resolved map of benthic habitats on the insular shelf south of St. Thomas and St. John, U.S. Virgin Islands. The National Oceanic and Atmospheric Administration developed the map using environmental predictors, underwater imagery, and modeling, achieving an overall thematic accuracy of 85.8%. The dataset is available through multiple platforms, including Data.gov and NASA Earthdata, with conflicting last update dates noted.
Western Australia's Canning Basin provides the location for this dataset of organic-walled microfossils and molecular fossils from the early Ordovician Nambeet Formation. It includes data from 42 drill core samples, with seven analyzed for biomarkers and stable isotopes. The data was published by Geoscience Australia and presented at the 2022 Australian Organic Geochemistry Conference.
Linear regression results modeling average catch at a site (SG) based on recruitment, spatial, and prior catch variables for AP and SO scenarios. The dataset is a 5.5 KB XLS file authored by Cian Kelly and last updated on April 15, 2026. It is shared under a CC-BY-4.0 license on figshare.
Gridded multi-beam echosounder bathymetry data for the Hunter Marine Park in Australia. Data was acquired by the NSW Department of Planning Industry and Environment aboard the RV Bombora in 2015 and 2018-19, funded by the National Environmental Science Program. The surveys focused on mapping the continental shelf reef, with detailed reports available from the NESP Marine Biodiversity Hub.
Over 3000 square kilometers of Antarctic seafloor were imaged during the NBP14-02 expedition from January to March 2014. The Australian Ocean Data Network provides digital still images captured with a 10.2-megapixel camera system deployed from the RVIB Nathaniel B Palmer. These images have been analyzed for seafloor habitat classification.
January to March 2014 imagery from the RVIB Nathaniel B Palmer expedition NBP14-02 across a >3000 km² area. The dataset contains downward-facing digital still and video camera images of the seafloor, analyzed for habitat types. It is hosted by the Australian Ocean Data Network via the National Computing Infrastructure.
Canada's Pacific Ocean ecosystems are documented through graphic illustrations covering 13 distinct environments from intertidal zones to deep-sea vents. The dataset details main ecological components, key interactions, environmental drivers, and relevant human activities for each ecosystem. It was produced by Fisheries and Oceans Canada based on research published in 2023.
Less than 5% of Australia's offshore jurisdiction has been mapped using seabed swath-mapping technology. The dataset describes historical and modern surveys using systems like SeaBeam, GLORIA, and Simrad EM12D, conducted by institutions including AGSO and the RAN Hydrographic Service. Mapping efforts aim to support geological understanding, resource assessment, and management of Australia's Exclusive Economic Zone.
Vegetation cover and environmental data from 48 one-square-meter plots on the Barrow Environmental Observatory in Alaska. The dataset was collected in 2012 by the U.S. Department of Energy's NGEE-Arctic Project to study ecosystem responses to climate change. Plots are categorized by their location within ice wedge polygon features: center, edge, or trough.
A dataset from an experiment testing the ecological impact of salmon carcass additions in the Elwha River, Washington State, conducted from October 2007 to August 2008. The study measured water chemistry, periphyton, benthic invertebrates, and juvenile rainbow trout response across six side channels before and after carcass placement. Data was collected by the National Oceanic and Atmospheric Administration to examine nutrient dynamics and food web responses.