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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
24,602 datasets
A small dataset of 5.5 KB containing performance metrics for different Artificial Neural Network models. The models were trained and tested to predict plant traits and tomato yield using various indices derived from RGB images at different growth stages. The dataset was authored by Mohamed S. Abd El-baki and last updated on April 30, 2026.
5.5 KB of tabular data compares the performance of different Artificial Neural Network models for predicting plant traits and tomato yield. The dataset, authored by Mohamed S. Abd El-baki and last updated in April 2026, likely contains evaluation metrics from models trained and tested using RGB image indices captured at the fruit ripening stage.
A 5.5 KB Excel file from figshare contains performance metrics for different Artificial Neural Network models. The models were trained and tested using RGB image indices taken at the flowering stage to predict plant traits and tomato yield. The dataset was authored by Mohamed S. Abd El-baki and last updated on April 30, 2026.
518.2 MB of supplementary genomic data from a study exploring lichen evolution across the Ascomycota phylum. The dataset includes phylogenomic reconstructions, genome comparisons, and functional annotations like CAZymes, produced by David Diaz Escandon. It supports analyses of genomic signatures distinguishing lichen fungi from non-lichen fungi.
ORNL_CLOUD provides a collection of four land cover and ecosystem classification maps for northern Alaska. The maps were produced from multiple data sources, including Landsat imagery and existing models, covering a range of ecosystem and vegetation classes. The underlying data spans from August 4, 1976, to September 1, 2014.
Digital video documents a three-month NOAA scientific expedition from August to October 2001, focusing on deep reef and hard-bottom communities from Belize to North Carolina. The dataset captures habitat characterization efforts, particularly at the Oculina Bank off Florida, a site closed to fishing in 1994 after significant coral damage. Footage likely supports analysis of coral health, fish populations, and ecosystem connectivity across marine protected areas.
NOAA's Sanctuary Quest Expedition aboard the McArthur ship collected oceanographic data from the North Pacific Ocean along the U.S. coast from southern California to Washington state. The research focused on investigating marine sanctuaries from April 24 to June 20, 2002. This dataset supports understanding the role of sanctuary systems in protecting diverse marine life, including whales, sea otters, seabirds, and fish.
CFC26 is a large-scale benchmark dataset for fish detection, tracking, and counting in underwater ARIS sonar video. It is designed to evaluate generalization under distribution shift and deployment-relevant performance in ecologically diverse and acoustically challenging environments. The dataset was created by perona-lab and spans multiple river systems with substantial variation in fish size, density, sonar range, and background structure.
Resource-fish survey data was collected via timed-swims at 53 coral reef sites across West Hawaii and Maui in 2005. The dataset resulted from a project to develop an integrated, statewide coral reef monitoring scheme for Hawaii's Division of Aquatic Resources. It includes trials of new 'Resource-Fish' and 'Benthic Characterization' methodologies intended to improve management of reef fisheries.
Figshare hosts genomic data for Gladiolus plants. The dataset contains newly sequenced, assembled, and annotated chloroplast genomes and ITS2 DNA sequences for Gladiolus× gandavensis, compared with G. communis. It was authored by qing du and last updated in April 2026.
Digital Earth Australia (DEA) Coastal Ecosystems is a national dataset from Geoscience Australia that simultaneously maps mangrove, saltmarsh, intertidal, and intertidal seagrass ecosystems across Australia. It uses annual time-series of Sentinel-2 satellite imagery to provide consistent 10-meter resolution mapping at a continental scale. The dataset was last updated on 2026-03-25.
Imagery from a 30-day research voyage aboard the RV Investigator in late 2024, focused on the southeast Australian marine ecosystem. The dataset includes video and stereo stills of benthic habitats, collected using a Deep Towed Camera system. It was gathered by the Marine National Facility and published via the CSIRO Marlin Data Catalogue.
3.0 MB of R data objects and scripts for analyzing parasite and microbiome communities. The dataset includes phyloseq objects for strongylid and microbiome communities, created by Peter Samas and last updated on 2026-04-17. It is shared under a CC-BY-4.0 license on figshare.
A 5.5 KB Excel file summarizing the selection of active journals related to taxonomy. The dataset, created by Quentin J. Groom, links taxonomic journals to other journal identifiers using OpenAlex IDs and was last updated on April 20, 2026.
Emergent NCA Sequences 5M is a large-scale synthetic dataset of symbolic dynamics. It was generated by author Tejaskumar using frozen random Neural Cellular Automata systems, where complex global behaviors emerge from simple local neural interactions. The dataset was last updated on the Hugging Face platform on 2026-05-14.
A 2017 methodological paper by Foster et al. presents a formal approach for integrating legacy monitoring sites into new spatially balanced survey designs. The method is illustrated using a proposed survey for a large marine reserve in South-Eastern Australia, aiming to quantify biodiversity. An R package called MBHdesign, available on CRAN, implements the described methods.
Biodiversiteit in Groningen is a dataset from the Dutch Ministry of the Interior and Kingdom Relations. It contains total observed species counts for insect, amphibian, bird, mammal, flower, and plant groups in the Groningen region from 2008 to 2018. The data also includes counts for target species, protected species, and Red List species, with national totals provided for comparison.
Raw data for constructing plant–herbivorous insect interaction networks and calculating interaction indicators. The dataset includes R code for statistical analyses evaluating bidirectional relationships between trophic interactions and ecosystem stability. It was authored by Yin Wang and last updated on May 16, 2026.
A compilation of 14 scientific reports published by the Marine and Coastal Environment Group between 2008 and 2010. The reports cover seabed and habitat mapping, environmental summaries, and biodiversity reviews for various Australian marine regions. The dataset is aggregated by the Australian Ocean Data Network and was last updated in April 2026.
195.8 KB of data supporting a forthcoming publication on California Chinook salmon. The dataset was authored by Stuart Munsch and last updated on April 23, 2026. It is shared under a CC-BY-4.0 license on figshare.