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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
24,517 datasets
Eastern Ethiopia is the focus of this dataset describing multi-drug resistance patterns of bacterial isolates from sputum cultures of adult patients with Gene Xpert-negative presumptive tuberculosis at HFCSH. The dataset contains 50 records from 2024 and was authored by Negesso Gebre. It is shared under a CC-BY-4.0 license.
A collection of 9,757 curated animal images across 16 distinct categories, hosted on Hugging Face by lsqkk. The dataset is intended for computer vision research and model training. It was last updated on May 21, 2026.
731 nadir photographs document vegetation communities and ground surfaces from the summers of 2014 and 2015. This ground reference data supports classification studies across three distinct areas near Toolik Lake, Alaska. The dataset is associated with the ORNL_CLOUD organization.
2013 to 2015 maps show the fraction of green vegetation in six US tidal marsh regions at 30-meter resolution. The dataset was derived from high-resolution 1-meter classifications of National Agriculture Imagery Program (NAIP) imagery. It is hosted by ORNL_CLOUD and appears on multiple platforms, including NASA Earthdata and Data.gov.
124 seabed samples from the eastern Bonaparte Gulf, collected by Geoscience Australia in 2009/2010, comprise 74 physical and geochemical variables describing organic matter and sediment properties. The dataset was used to apply clustering methods to understand seabed characteristics relevant to biodiversity and geohazards. Analysis links clusters to infauna groupings and ecosystem processes influencing biodiversity patterns in the region.
Raster data identifying grassland conifer encroachment across the United States, derived from LANDFIRE Biophysical Settings and USGS National Land Cover Database classifications. The dataset is binary, with values indicating likely encroached (1) or not encroached (0) areas at a 250-meter resolution. It is produced by the Department of Agriculture and includes assessments for the years 2020, 2022, and 2023.
Australian Ocean Data Network provides palynological data from 20 cores drilled on Bathurst Island, Northern Territory. The dataset includes systematic studies differentiating 104 dinoflagellate cyst and 16 acritarch species, and 40 spore and 23 pollen species. The samples are from Cenomanian to possibly lower Turonian age marine sediments.
LBA-ECO LC 08 provides seven geospatial classification maps for Brazil and South America. The dataset includes digital soil maps for Brazil at 19, 70, and 249-class detail, vegetation maps for Brazil at 13, 59, and combination-class detail, and a South America land cover map derived from NOAA AVHRR data. Maps are provided as GeoTIFF files with companion PDFs containing class descriptions.
Resonances: Evolution of the List is an Excel file tracking changes to a defined set of factors describing human preferences, beliefs, needs, and motivations. The list was developed and refined through analysis of narratives in documents related to water and environmental management in New Zealand and the USA. Authored by Pierre Glynn and colleagues, the dataset supports a 2026 article in the Journal of Integrative Environmental Sciences.
Eleven sites across the North Slope of Alaska and the Northwest Territories of Canada provide vegetation cover maps, Normalized Difference Vegetation Index (NDVI) maps, snow depth, and thaw depth data. This dataset was created for a biocomplexity project, forming transects across climate and latitudinal gradients. The data is hosted by ORNL_CLOUD, but the specific collection date range is not provided.
327.4 MB of raw sequencing data targeting the V4-V5 hypervariable regions of the bacterial 16S rRNA gene. The dataset, authored by Beibei Chen and last updated in May 2026, is available under a CC-BY-4.0 license on figshare.
Aggregated summaries of Victorian logbook data on catch and effort distribution for commercial fisheries in state marine and estuarine waters. The data was recorded and submitted to Victorian Fisheries Authority by commercial fishers and is mapped using 5-year financial year periods from 2003/04 to 2022/23. Data is aggregated to produce summaries of total catch and effort by fishery at reporting blocks where 5 boats or more operate, with areas of fewer boats shown as confidential.
NOAA Ship Okeanos Explorer collected continuous bathymetry, sub-bottom profiles, and water column backscatter during the EX1402L2 expedition. The dataset aims to detail biological habitats and improve understanding of mid-water and deepwater ecological connections. It was gathered in the Gulf of Mexico from March 19 to April 4, 2014, by the National Oceanic and Atmospheric Administration.
A 2026-04-09 update from the Department of Transport and Planning provides a vector dataset representing tree cover density across Victoria. The data was created by generalizing a 20cm resolution raster dataset to 2m pixels and applying clustering rules to classify density into Dense, Medium, and Sparse categories. The original high-resolution raster is maintained separately as the Vicmap Vegetation Tree Extent dataset.
A global dataset synthesizing 64 years of research on grassland mowing. It models the effects of mowing intensity on carbon sequestration and nutrient limitation, with a focus on phosphorus constraints over time. The dataset was authored by Ziyue Wang and last updated in April 2026.
A.G. Dekker et al. (2009) produced this spectral library for habitat mapping in tropical Commonwealth marine protected areas. The data is part of the National Spectral Database (NSD) Aquatic Library hosted by Geoscience Australia. It was collected as part of a remote sensing project for the Department of Environment, Water, Heritage and the Arts.
Spatially and temporally matched observations from two International Space Station instruments, ECOSTRESS and OCO 3, are provided on a uniform 0.005Ā° grid. The National Aeronautics and Space Administration created this synergistic dataset covering the common measurement period from August 2019 through January 2023. It combines land surface temperature, evapotranspiration, and water use efficiency with solar-induced chlorophyll fluorescence and atmospheric CO2 measurements.
A geospatial polygon layer identifies the main areas of bird habitats along the Victorian coast. The dataset was compiled from a broad range of published and unpublished sources, expert communications, and updated in 2015 with data from Birdlife Australia Shorebird 2020. It is provided by the Department of Energy, Environment and Climate Action and was last updated in April 2026.
Geoscience Australia hosts this spectral library for aquatic substrates in the National Spectral Database. The data was collected in 2008 on the south coast of Western Australia. It was created by researchers from Geoscience Australia and cited in a report on remote sensing of previously unmapped marine habitats.
Geoscience Australia compiled 13 scientific reports on seabed and habitat mapping published between 2008 and 2010. The reports cover topics including environmental summaries of Australian marine basins, biodiversity surrogates, and temporal biogeochemical studies. The collection is hosted on the Australian government's open data platform.