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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
23,879 datasets
Hyderabad, Telangana, India hosts a dataset of 279 drawings from students aged 5–15 at Blue Blocks Montessori School in 2026. The data harmonizes coding from two independent studies—a prompted Biophilia Pilot and an unprompted Drone and Art Day study—and includes anonymized student variables, visual element scores, and condition flags. It was created by Chakraborty, Sreemoyee of the Blue Blocks Micro Research Institute.
12.9 KB of video annotation data in EAF format documents a close-up shot of hands performing twining work. The dataset, created by Marie-Annick Moreau, includes an oral history narrative about learning fishing from a grandfather. It was last updated on June 3, 2026.
An audio file recording Bumbo describing and demonstrating the construction of a reed-and-palm-rope fence for a pond called Mng'ondatanda. The recording includes a demonstration of length measurement using arm spans. The 14.9 MB WAV file was authored by Marie-Annick Moreau and last updated on June 3, 2026.
Marie-Annick Moreau authored a 27.8 KB PDF documenting a traditional fishing craft process. The document describes Bumbo, a group leader, beginning the construction of a mobile fishing weir by weaving the fence panel, including techniques for selecting reeds and setting tension. It was last updated on June 3, 2026.
A group interview with mobile weir fishers discussing fence construction, labor organization, drought, environmental challenges, and knowledge transmission. The audio file was contributed by Marie-Annick Moreau and is available under a CC-BY-NC-SA-4.0 license. The dataset was last updated on June 3, 2026.
35.5 MB audio recording by Marie-Annick Moreau captures an oral history interview about small-scale fishing practices. Bumbo describes the relationship between pond size and fishing fence dimensions, the time required for construction, and mentions physical challenges like backache. The file is a WAV audio recording with background sounds of a maize milling machine.
32.3 MB WAV audio file recorded by Marie-Annick Moreau, last updated on June 3, 2026. The recording features Turo explaining the technique for tying a trap chamber door using reed fencing, with background noise from bridge construction near the Mbambe channel. The audio documents local knowledge and environmental context related to the Nyerere megadam site.
An audio recording and transcript of an oral history interview about traditional plant-based medicines and rituals used by fishers. The interview was conducted by Marie-Annick Moreau and features Turo explaining knowledge learned from his paternal aunt, a traditional healer. The dataset is 81.9 KB in size and was last updated on June 3, 2026.
An audio recording features Turo describing the masagala brush pile fishing technique. The file is a 46.7 MB WAV recording authored by Marie-Annick Moreau and last updated in June 2026. The description details building brush piles, harvesting fish, and using protective medicine.
A PDF transcript of a group interview with basket trap fishers. The men discuss their fishing practice, associated dangers, and the prayers spoken at the start of fishing. The dataset was authored by Marie-Annick Moreau and last updated on figshare in June 2026.
Mzee Kulenga and Mzee Ndile discuss learning and transmitting basket trap making knowledge. The interview, conducted by Marie-Annick Moreau, captures perspectives on the continuity of this practice being tied to fish availability, with a noted decline in catches compared to the past. The dataset is a 66.8 KB PDF document last updated in June 2026.
Axelle Francx provides a 10.5 MB dataset and code associated with a manuscript on revealing hidden preferences through fauna valuation in European biodiversity legislation. The repository includes R scripts for scraping species-level information from the IUCN Red List and GBIF, along with full analysis code and the complete dataset used in the study. The dataset was last updated on May 13, 2026.
41 patients with high-risk anaplastic large cell lymphoma (ALCL) who underwent autologous (n=24) or allogeneic (n=17) hematopoietic cell transplantation (HCT) between 1997 and 2020. The data, collected by Natalie L. Smith, includes 5-year progression-free and overall survival estimates, comparing outcomes by transplant type and disease status at the time of transplant.
A single-center study of 41 patients with high-risk anaplastic large cell lymphoma (ALCL) who underwent hematopoietic cell transplantation (HCT) between 1997 and 2020. The dataset, authored by Natalie L. Smith and shared on figshare, includes patient characteristics and outcomes to evaluate the role of disease status at transplant on survival. It reports 5-year progression-free and overall survival estimates for autologous (n=24) and allogeneic (n=17) HCT groups.
A supplementary document for a study on probabilistic vision-language frameworks for habitat mapping. The research integrates Sentinel-2 satellite imagery, UK National lidar data, and textual ecological descriptors to classify habitats under the UKHab standard for Biodiversity Net Gain assessments. The file, authored by Brianna Pickstone and last updated in April 2026, is 760.8 KB in size and shared under a CC-BY-4.0 license.
A technical report compares Aerochem airborne sampling with conventional hand-sampling for stream sediment geochemistry. The comparison test was performed in August 2015 in the Kluane area of Yukon, with three samples collected from each of 68 sites. Digital appendices include maps, assay results, principal component analysis, certificates, a project log, and photos.
The dataset provides global vegetation indices from the Suomi NPP satellite's VIIRS sensor, composited over 16-day periods at a 1-kilometer resolution. It includes three key indices: Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), and Enhanced Vegetation Index-2 (EVI2), alongside reflectance data and ancillary layers. This Version 1 product was decommissioned on April 8, 2025, and users are directed to use Version 2 for better calibration and consistency.
Version 1 of this VIIRS/NPP vegetation index product was decommissioned on April 8, 2025. It provides monthly, global vegetation indices derived from a best-pixel compositing process at a 1-kilometer spatial resolution. The dataset includes three primary vegetation indices—Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), and Enhanced Vegetation Index-2 (EVI2)—alongside reflectance bands and quality assurance layers.
New South Wales Flora Reserves boundaries created by Forestry Corporation of NSW (FCNSW). The dataset is derived from NSW Department of Finance, Spatial Services cadastre, survey data, and descriptions from individual Flora Reserve dedications published in the NSW government gazette. It was last updated on 2026-05-13.
Australian estuaries contain spatial data on submerged vegetation used to calculate Index of Estuarine Condition scores. The Department of Energy, Environment and Climate Action created this dataset by ground-truthing field data against aerial imagery from 2010 onward, with most imagery captured after 2015. It includes vegetation-coverage classes and classification confidence levels.