Loading...
Loading...
Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
23,884 datasets
Real-time sea water velocity data collected from 2012 onward by HF ocean radar stations along the Turquoise Coast of Western Australia. The Australian Ocean Data Network provides this dataset to monitor the Leeuwin Current system. Radars operate at 5.211 MHz with a maximum range of 200 km and a resolution of 3 km.
A 2026 study by Masatsugu Isse applies the Whack-A-Mole (WAM) model to explain ecological stability in the Chernobyl Exclusion Zone. The model calculates mutation frequency equilibrium for mammalian cells under chronic radiation exposure, using dose rates from wolf tracking studies. It provides a mechanistic interpretation compatible with observed population-level health effects in large mammals.
302.4 KB of data estimates the value of grassland ecosystem products and models inter-industry ecological compensation allocation in China's pastoral regions from 2013 to 2023. The dataset, created by Li Ma and shared under a CC-BY-4.0 license, uses meteorological and land-use data with water balance and soil erosion equations. It was last updated on May 15, 2026.
Hyperparameter optimization results for a plant disease classification framework evaluated on a curated multi-crop dataset of approximately 45,000 images. The dataset, created by Md. Sifat Haque Zidan and last updated in April 2026, comprises 51 disease and healthy classes. Results include validation and test accuracy for eight tiny vision transformer architectures and two custom convolutional neural networks.
99.66% test accuracy was achieved by the PlantaNet model on a multi-crop dataset of approximately 45,000 images. The dataset, created by Md. Sifat Haque Zidan, aggregates 51 disease and healthy classes from public repositories. This Excel file, last updated in April 2026, contains efficiency summaries for eight tiny vision transformers and two custom convolutional neural networks.
PlantaNetLite is a training result summary for a plant disease classification framework evaluated on a curated dataset of approximately 45,000 images across 51 disease and healthy classes. The dataset was aggregated from multiple public repositories and expanded through augmentation. The results, authored by Md. Sifat Haque Zidan, were last updated on 2026-04 24.
Md. Sifat Haque Zidan published a hyperparameter search space dataset on figshare in April 2026. The dataset supports a study that benchmarks eight tiny vision transformer architectures and two custom convolutional neural networks for classifying 51 plant disease and healthy classes. The underlying image dataset comprises approximately 45,000 original images expanded through augmentation.
Hong Kong's shoreline development is reviewed, with approximately 16% of its coastlines converted to artificial structures. The document examines the evolution of ecologically engineered shorelines (eco-shorelines) over the past decade, highlighting design, ecological outcomes, and governance. It was authored by Jay J. Minuti and last updated on 2026-04-28.
A multibeam bathymetry and backscatter survey of five areas south of Kangaroo Island, acquired by Precision Hydrographic Service Pty Ltd in February 2022. The data was collected using a Kongsberg 2040P MBES onboard the vessel Southern Ranger. This dataset is intended for habitat mapping and is not to be used for navigational purposes.
China Dimensions Data Collection provides bibliographic records for more than 400 historical maps of China. The database includes details such as title, author, publisher, year, projection, and thematic features like land cover, transportation, and rivers. Records span from 1765 to 1994 and are available in both English and Chinese.
A proposed survey of a large marine reserve in South-Eastern Australia illustrates a method for integrating legacy monitoring sites into new survey designs. The methodology, formalized in the R package MBHdesign, aims to enhance temporal analysis while maintaining spatial balance to reduce uncertainty in ecological inferences. The work is published in Methods in Ecology and Evolution (2017) and is associated with Geoscience Australia Data.
Australian Ocean Data Network hosts a commentary document on a 2006 study of macrobenthos and meiobenthos distribution. The document critiques the application of a habitat classification model to species patterns in intermittently closed and open estuaries (ICOLLs) in New South Wales, Australia. The dataset is a document last updated on 2026-06-16.
Shenshen Zhang's research integrates transcriptomic, metabolomic, and physiological data to investigate how nitrogen deficiency affects gall development in the aquatic vegetable Zizania latifolia. The dataset includes measurements from three developmental stages: 7, 14, and 21 days after gall swelling. It was last updated on 2026-05-07.
A study by Shenshen Zhang integrates transcriptomic, metabolomic, and physiological data to investigate how nitrogen deficiency affects gall development in the aquatic vegetable Zizania latifolia. The dataset includes measurements from three stages of gall swelling: 7, 14, and 21 days after swelling. It was published on figshare under a CC-BY-4.0 license on May 7, 2026.
Cumulative risk maps identify koala habitat in New South Wales exposed to multiple interacting threats, including bell miner associated dieback, Phytophthora, salinity, and altered fire regimes. The dataset integrates forest disturbance and habitat suitability layers to highlight areas where overlapping dieback processes may pose the greatest risk to koala populations. It was produced by Western Sydney University as part of a 2023 research plan and last updated in May 2026.
The Digital Earth Australia Coastal Ecosystems product suite is the first national dataset to simultaneously map Australia’s mangrove, saltmarsh, intertidal, and intertidal seagrass ecosystems at 10 m resolution. It uses annual time-series of Sentinel-2 satellite imagery for consistent mapping at a continental scale, produced by Geoscience Australia. The dataset was last updated on 2026-04-30.
Hydrological connectivity, invertebrate species abundance, and environmental factor data collected across spring, summer, and autumn in the Yellow River Delta, China. The dataset includes files for connectivity indices, species counts, environmental variables, and model-ready data, totaling 66.1 KB. It was authored by Fu Qinglu and last updated on 2026-04-27 under a CC-BY-4.0 license.
Lingyan Chen's dataset, published on figshare in April 2026, contains experimental data for a hydrogel-based co-culture system of pancreatic α- and β-cells. The 10.2 KB XLSX file likely includes results on microsphere fabrication parameters, cell viability, and hormone secretion. The data supports findings on glucose regulation in a streptozotocin-induced diabetic mouse model.
Survey SS2012t07 collected benthic marine specimens during a transit between Darwin and Cairns from 15-24 October 2012. The program gathered 261 voucher specimens, primarily sponges and cnidarians, for biodiversity and natural products research. The data was acquired by the R.V. Southern Surveyor using an ROV and benthic sled in areas previously mapped by Geoscience Australia.
Supplementary file 1 contains data from a study on cryoprotective protein-rich extracts from Antarctic microorganisms. The dataset likely includes results from screening 22 bacterial and yeast isolates and evaluating extracts for preserving Escherichia coli, HEK293 cells, and adenovirus over 30–60 days. The data was authored by Joana Camila Lopes and last updated on 2026-04-28.