Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
3,136
datasets available to search
ShareScore release 0.9.0
Dataset results
3,136 results for “Terrestrialization”
FIG. 17. — Trogleluma pilosa n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 17. — Trogleluma pilosa n. sp., from Poggio Capalbiaccio, ♂ holotype: A, perepod 1; B, pereopod 7; C, pleopod 1; D, pleopod 2; E, pleopod 3 exopod; F, pleopod 4 exopod; G, pleopod 5 exopod.
FIG. 14. — Paraschizidium ferrarai n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 14. — Paraschizidium ferrarai n. sp., from Gorgona, ♂ paratype: A, pereopod 1; B, pereopod 7; C, pleopod 1; D, pleopod 2; E, pleopod 3 exopod; F, pleo- pod 4 exopod; G, pleopod 5 exopod.
FIG. 12. — Paraschizidium ferrarai n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 12. — Paraschizidium ferrarai n. sp., from Gorgona, ♂ paratype: A, adult specimen, lateral view; B, dorsal scale-seta; C, cephalon, frontal view; D, cephalon, dorsal view; E, cephalon, lateral view; F, epimeron of pereonite 1, dorsal view; G, telson and uropods, dorsal view; H, antennula; I, antenna. Scale bar: A, 1 mm.
FIG. 11. — Typhlarmadillidium occidentale n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 11. — Typhlarmadillidium occidentale n. sp., from Grotta del Cane di Uliveto, Monte Pisano, ♂ paratype: A, pereopod 1; B, pereopod 7; C, genital papilla; D, pleopod 1; E, pleopod 2; F, pleopod 3 exopod; G, pleopod 4 exopod; H, pleopod 5 exopod.
FIG. 9. — Typhlarmadillidium occidentale n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 9. — Typhlarmadillidium occidentale n. sp., from Grotta del Cane di Uliveto, Monte Pisano, ♂ paratype: A, adult specimen, lateral view; B, dorsal scale-seta; C, cephalon, frontal view; D, cephalon, dorsal view; E, epimeron of pereonite 1, dorsal view; F, epimeron of pereonite 1, ventral view; G, epimeron of pereonite 2, ventral view; H, telson and uropods, dorsal view; I, antennula; J, antenna. Scale bar: A, 1 mm.
FIG. 7. — Moserius talamonensis n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 7. — Moserius talamonensis n. sp., from Grotta Gianninoni, Uccellina, ♂ paratype: A, adult specimen, dorsal view; B, cephalon, dorsal view; C, telson and uropods, dorsal view; D, antennula; E, antenna; F, left uropod. Scale bar: A, 1 mm.
FIG. 4. — Moserius gruberae n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 4. — Moserius gruberae n. sp., from Grotta del Cane di Uliveto, Monte Pisano, ♂ paratype: A, adult specimen, dorsal view; B, cephalon, front view; C, cephalon, dorsal view; D, telson and uropods, dorsal view; E, antennula; F, antenna. Scale bar: A, 1 mm.
FIG. 2. — Leucocyphoniscus pisanus n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 2. — Leucocyphoniscus pisanus n. sp., from Buca delle Fate di Cima Sugheretta, Monte Pisano, ♂ paratype: A, left mandible; B, right mandible; C, maxillula; D, maxilla; E, maxilliped; F, left uropod.
FIG. 1. — Leucocyphoniscus pisanus n in New species of subterranean and endogean terrestrial isopods (Crustacea, Oniscidea) from Tuscany (central Italy)
FIG. 1. — Leucocyphoniscus pisanus n. sp., from Buca delle Fate di Cima Sugheretta, Monte Pisano, ♂ paratype: A, adult specimen, dorsal view; B, cephalon, frontal view; C, cephalon, dorsal view; D, telson and uropods, dorsal view; E, antennula; F, antenna. Scale bar: A, 1 mm.
Figures 1–3 in The biodiversity of the terrestrial malacofauna of Turkey – status and perspectives
Figures 1–3. Endemic molluscan species from Turkey described by G. A. Olivier: 1 Multidentula ovularis (Olivier, 1801), 20 km S of Küthaya, ex coll. Menkhorst, H = 5.1 mm 2 Assyriella guttata (Olivier, 1804), syntype MNHN (coll. Olivier), Urfa, D = 32.3 mm 3 Bulgarica denticulata (Olivier, 1801), syntype MNHN (coll. Olivier), "Ghemlek", H = 14.7 mm.
Figure 4 in The biodiversity of the terrestrial malacofauna of Turkey – status and perspectives
Figure 4. Histogram showing the relative species richness of selected pulmonate families from Turkey in comparison to Europe (partly after CLECOM or own investigation).
Increased importance of terrestrial vertebrate seed dispersal in tropical logged forests
<b>Description: </b><p>A large seed dispersal experiement combining seed tracking and camera trapping at ten forest sites along a wide gradient of historical logging disturbance with AGB ranging between 4.7 and 614.0 Mg ha-1, all part of the established SAFE mammal survey network. Each experiment was run for a consecutive five days using experimental seeds with different hardness (fleshy vs hard) and size (large vs small). Each seed was tracked with a spool.</p><p><b>Project: </b>This dataset was collected as part of the following SAFE research project: <a href="https://www.safeproject.net/projects/project_view/177"><b>Resilience of Tropical Forest Ecosystem Processes to the Interactive Effects of El Nino and Forest Disturbance</b></a></p><p><b>Funding: </b>These data were collected as part of research funded by: </p><ul><li>Natural Environment Research Council (Directed grant, NE/P00363X/1, <a href="https://gtr.ukri.org/projects?ref=NE%2FP00363X%2F1">https://gtr.ukri.org/projects?ref=NE%2FP00363X%2F1</a>)</li></ul><p>This dataset is released under the CC-BY 4.0 licence, requiring that you cite the dataset in any outputs, but has the additional condition that you acknowledge the contribution of these funders in any outputs.</p><p></p><p><b>XML metadata: </b>GEMINI compliant metadata for this dataset is available <a href="https://www.safeproject.net/datasets/xml_metadata?id=3901735">here</a></p><p><b>Files: </b>This consists of 1 file: template_seed_experiment_LanQieJan9_v2.xlsx</p><p><b>template_seed_experiment_LanQieJan9_v2.xlsx</b></p><p>This file contains dataset metadata and 2 data tables:</p><ol><li><p><b>Seed fate</b> (described in worksheet Seed fate)</p><p>Description: seed fate and removal distance of 12000 experimental seeds of different treatments at all sites</p><p>Number of fields: 14</p><p>Number of data rows: 12000</p><p>Fields: </p><ul><li><b>seed.id</b>: Seed ID (Field type: id)</li><li><b>Grid</b>: Experimental site ID, with the same Grid identifier used in the core SAFE project small mammal trapping work -- see SAFE dataset 256 "CORE SAFE PROJECT SMALL MAMMAL TRAPPING DATA" (Field type: id)</li><li><b>Point</b>: experimental points, selected from the camera trap points in SAFE gazetteer (Field type: location)</li><li><b>Day</b>: The day of the seed outcome. Each experimental point was set up on Day 1 and checked on Day 2-6. This numeric variable is used for temporal analysis. For treating Day as a random effect, an additional "date" label can be created by pasting Grid and Day. (Field type: numeric)</li><li><b>type</b>: Experiment seed type. OP = oil palm fruit, PK1 = single pumpkin seed, PK10 = pumpkin seed cluster of 10, PK20 = pumpkin seed cluster of 20, PT = pistachio nut. For analysis, these were classified as fleshy (OP) vs hard (other seeds), and large (> 10 g; OP, PK10, PK20) vs small (< 10 g; PT, PK1). (Field type: categorical)</li><li><b>trmt</b>: Experiment treatment. Control = seeds accessible by all animals, Cage = exclosure cage treatment with 10x10cm entrances where large vertebrates were excluded (Field type: categorical)</li><li><b>Distance</b>: Seed removal distance (Field type: numeric)</li><li><b>Bearing</b>: Compass bearing of the removed seed from experimental point (Field type: numeric)</li><li><b>Location</b>: Location of removed seed. Free text can be grouped into categories for analysis. (Field type: comments)</li><li><b>fate</b>: Seed fate. Untouched = intact and not moved. Uneaten = removed but uneaten (dispersed). Eaten = eaten or partially eaten. Unknown = seed dragged into burrows, nests or up trees with seed fate unknown, presumed eaten in analsysis to be conservative about seed dispersal (Field type: categorical)</li><li><b>Day.3</b>: Fate of dispersed seeds on subsequent days, Day.3 - Day.6, where applicable, e.g. a seed dispersed on Day 4 would only be monitored on Day 5 and Day 6. Also, not all dispersed seeds could be practically monitored. (Field type: categorical)</li><li><b>Day.4</b>: Fate of dispersed seeds on subsequent days, Day.3 - Day.6, where applicable, e.g. a seed dispersed on Day 4 would only be monitored on Day 5 and Day 6. Also, not all dispersed seeds could be practically monitored. (Field type: categorical)</li><li><b>Day.5</b>: Fate of dispersed seeds on subsequent days, Day.3 - Day.6, where applicable, e.g. a seed dispersed on Day 4 would only be monitored on Day 5 and Day 6. Also, not all dispersed seeds could be practically monitored. (Field type: categorical)</li><li><b>Day.6</b>: Fate of dispersed seeds on subsequent days, Day.3 - Day.6, where applicable, e.g. a seed dispersed on Day 4 would only be monitored on Day 5 and Day 6. Also, not all dispersed seeds could be practically monitored. (Field type: categorical)</li></ul></li><li><p><b>Camera trap records</b> (described in worksheet Camera trap records)</p><p>Description: For each visit to seed experiment by animals recorded by camera traps, we recorded the functional group (large vertebrate or small vertebrate) and seed activity (eating or moving)</p><p>Number of fields: 12</p><p>Number of data rows: 2594</p><p>Fields: </p><ul><li><b>Grid</b>: Experimental site ID, with the same Grid identifier used in the core SAFE project small mammal trapping work -- see SAFE dataset 256 "CORE SAFE PROJECT SMALL MAMMAL TRAPPING DATA" (Field type: id)</li><li><b>Point</b>: experimental points, selected from the camera trap points in SAFE gazetteer (Field type: location)</li><li><b>Day</b>: The day of the camera trap record. Each experimental point was set up on Day 1 and checked on Day 2-6. This numeric variable is used for temporal analysis. For treating Day as a random effect, an additional "date" label can be created by pasting Grid and Day. (Field type: numeric)</li><li><b>trmt</b>: Experiment treatment. Control = seeds accessible by all animals, Cage = exclosure cage treatment with 10x10cm entrances where large vertebrates were excluded (Field type: categorical)</li><li><b>func.group</b>: functional group of the seed visitor (Field type: categorical)</li><li><b>animal.comment</b>: animal species if possible to identify on photos, with some level of uncertainty (Field type: taxa)</li><li><b>visit.number</b>: visit number of the apparent repeated visits by the same animal, with some level of uncertainty (Field type: numeric)</li><li><b>PIT.tag</b>: the PIT tag number of tagged animals entering cage, detected by the antenna and recorded by the data logger (Field type: id)</li><li><b>estimated.body.size</b>: body size estimate from photos, in mm, with some level of uncertainty (Field type: comments)</li><li><b>activity</b>: observed interaction with seeds, with details in the next column. For analysis, "investigate" was not considered an active interaction. (Field type: categorical)</li><li><b>activity.comment</b>: detailed comments on the activity (Field type: comments)</li><li><b>seed.type</b>: the seed type(s) interacted with, if possible to determine, with some level of uncertainty (Field type: categorical)</li></ul></li></ol><p><b>Date range: </b>2017-03-01 to 2017-10-31</p><p><b>Latitudinal extent: </b>4.6881 to 4.7519</p><p><b>Longitudinal extent: </b>116.9633 to 117.5934</p><p><b>Taxonomic coverage: </b><br> All taxon names are validated against the GBIF backbone taxonomy. If a dataset uses a synonym, the accepted usage is shown followed by the dataset usage in brackets. Taxa that cannot be validated, including new species and other unknown taxa, morphospecies, functional groups and taxonomic levels not used in the GBIF backbone are shown in square brackets.</p><div> -  Animalia <br> -  -  Chordata <br> -  -  -  Mammalia <br> -  -  -  -  Rodentia <br> -  -  -  -  -  Muridae <br> -  -  -  -  -  -  <i>Maxomys</i> <br> -  -  -  -  -  -  -  <i>Maxomys surifer</i> <br> -  -  -  -  -  -  -  <i>Maxomys rajah</i> <br> -  -  -  -  -  -  <i>Sundamys</i> <br> -  -  -  -  -  -  -  <i>Sundamys muelleri</i> <br> -  -  -  -  -  -  <i>Rattus</i> <br> -  -  -  -  -  -  -  <i>Rattus exulans</i> <br> -  -  -  -  -  -  <i>Chrotomys</i> <br> -  -  -  -  -  -  -  <i>Chrotomys whiteheadi</i> (as homotypic_synonym: <i>Maxomys whiteheadi</i>)<br> -  -  -  -  -  -  <i>Leopoldamys</i> <br> -  -  -  -  -  -  -  <i>Leopoldamys sabanus</i> <br> -  -  -  -  -  Sciuridae <br> -  -  -  -  -  -  <i>Callosciurus</i> <br> -  -  -  -  -  -  -  <i>Callosciurus notatus</i> <br> -  -  -  -  -  -  -  <i>Callosciurus adamsi</i> <br> -  -  -  -  -  -  <i>Lariscus</i> <br> -  -  -  -  -  -  -  <i>Lariscus hosei</i> <br> -  -  -  -  -  -  <i>Sundasciurus</i> <br> -  -  -  -  -  -  -  <i>Sundasciurus lowii</i> <br> -  -  -  -  -  -  -  <i>Sundasciurus tenuis</i> <br> -  -  -  -  -  -  -  <i>Sundasciurus hippurus</i> <br> -  -  -  -  -  -  <i>Rhinosciurus</i> <br> -  -  -  -  -  -  -  <i>Rhinosciurus laticaudatus</i> <br> -  -  -  -  -  Hystricidae <br> -  -  -  -  -  -  <i>Hystrix</i> <br> -  -  -  -  -  -  -  <i>Hystrix brachyura</i> <br> -  -  -  -  -  -  -  <i>Hystrix crassispinis</i> <br> -  -  -  -  Scandentia <br> -  -  -  -  -  Tupaiidae <br> -  -  -  -  -  -  <i>Tupaia</i> <br> -  -  -  -  -  -  -  <i>Tupaia tana</i> <br> -  -  -  -  -  -  -  <i>Tupaia gracilis</i> <br> -  -  -  -  -  -  -  <i>Tupaia glis</i> <br> -  -  -  -  -  -  -  <i>Tupaia minor</i> <br> -  -  -  -  -  -  -  <i>Tupaia dorsalis</i> <br> -  -  -  -  Artiodactyla <br> -  -  -  -  -  Suidae <br> -  -  -  -  -  -  <i>Sus</i> <br> -  -  -  -  -  -  -  <i>Sus barbatus</i> <br> -  -  -  -  -  Tragulidae <br> -  -  -  -  -  -  <i>Tragulus</i> <br> -  -  -  -  -  -  -  <i>Tragulus napu</i> <br> -  -  -  -  Erinaceomorpha <br> -  -  -  -  -  Erinaceidae <br> -  -  -  -  -  -  <i>Echinosorex</i> <br> -  -  -  -  -  -  -  <i>Echinosorex gymnura</i> <br> -  -  -  -  Carnivora <br> -  -  -  -  -  Viverridae <br> -  -  -  -  -  -  <i>Viverra</i> <br> -  -  -  -  -  -  -  <i>Viverra tangalunga</i> <br> -  -  -  -  -  -  <i>Paguma</i> <br> -  -  -  -  -  -  -  <i>Paguma larvata</i> <br> -  -  -  -  -  Ursidae <br> -  -  -  -  -  -  <i>Helarctos</i> <br> -  -  -  -  -  -  -  <i>Helarctos malayanus</i> <br> -  -  -  -  -  Mustelidae <br> -  -  -  -  -  -  <i>Martes</i> <br> -  -  -  -  -  -  -  <i>Martes flavigula</i> <br> -  -  -  Reptilia <br> -  -  -  -  Squamata <br> -  -  -  -  -  Gekkonidae <br> -  -  -  -  -  Scincidae <br> -  -  -  Aves <br> -  -  -  -  Columbiformes <br> -  -  -  -  -  Columbidae <br> -  -  -  -  -  -  <i>Chalcophaps</i> <br> -  -  -  -  Galliformes <br> -  -  -  -  -  Phasianidae <br> -  -  -  -  -  -  <i>Lophura</i> <br> -  -  -  -  -  -  -  <i>Lophura ignita</i> <br> -  -  -  -  -  -  <i>Argusianus</i> <br> -  -  -  -  -  -  -  <i>Argusianus argus</i> <br> -  -  -  -  Passeriformes <br> -  -  -  -  -  Pellorneidae <br> -  -  -  -  -  -  <i>Malacocincla</i> <br> -  -  -  -  -  -  -  <i>Malacocincla malaccensis</i> <br> -  -  -  -  -  -  <i>Malacopteron</i> <br> -  -  -  -  -  -  -  <i>Malacopteron affine</i> <br> -  -  -  -  -  -  <i>Pellorneum</i> <br> -  -  -  -  -  -  -  <i>Pellorneum capistratum</i> <br> -  -  -  -  -  Muscicapidae <br> -  -  -  -  -  -  <i>Trichixos</i> <br> -  -  -  -  -  -  -  <i>Trichixos pyrropygus</i> (as homotypic_synonym: <i>Copsychus pyrropygus</i>)<br> -  -  -  -  -  -  <i>Enicurus</i> <br> -  -  -  -  -  -  -  <i>Enicurus leschenaulti</i> <br> -  -  -  -  -  -  -  <i>Enicurus borneensis</i> <br> -  -  -  -  -  -  <i>Copsychus</i> <br> -  -  -  -  -  -  -  <i>Copsychus stricklandii</i> <br> -  -  -  -  -  -  -  <i>Copsychus stricklandii</i> <br> -  -  -  -  -  -  -  <i>Copsychus malabaricus</i> <br> -  -  -  Amphibia <br> -  -  -  -  Anura <br> -  -  Arthropoda <br> -  -  -  Arachnida <br> -  -  -  -  Araneae <br> -  -  -  Malacostraca <br> -  -  -  -  Decapoda <br> -  -  -  Insecta <br> -  -  -  -  Lepidoptera <br> -  -  -  -  -  Nymphalidae <br> -  -  -  -  -  -  <i>Danaus</i> <br> -  -  -  -  -  -  -  <i>Danaus plexippus</i> <br> -  -  -  -  Lepidoptera <br> -  -  -  -  -  Nymphalidae <br> -  -  -  -  -  -  <i>Danaus</i> <br> -  -  -  -  -  -  -  <i>Danaus plexippus</i> <br> -  -  -  -  Coleoptera <br> -  -  -  -  Phasmida <br> -  -  -  -  Orthoptera <br> -  -  -  -  -  Grasshooper <br> -  -  -  -  -  Gryllidae <br> -  -  -  -  Hymenoptera <br> -  -  -  -  -  Formicidae <br> -  -  Annelida <br> -  -  -  Clitellata <br> -  -  -  -  Arhynchobdellida <br> -  -  -  -  -  Haemadipsidae <br> -  -  -  -  -  -  <i>Haemadipsa</i> <br> -  -  Mollusca <br> -  -  -  Gastropoda <br></div><p></p>
Supplementary material 1 from: Gladstone NS, Bordeau TA, Leppanen C, McKinney ML (2020) Spatiotemporal patterns of non-native terrestrial gastropods in the contiguous United States. NeoBiota 57: 133-152. https://doi.org/10.3897/neobiota.57.52195
All records with associated georeferences used in analyses
Terrestrial Laser Scans of surface deformation associated with the 11/11/2019 Mw 4.7 Le Teil earthquake (SE France)
<p>Terrestrial Laser Scans of surface deformation produced by the 11/11/2019 Mw 4.7 Le Teil earthquake in SE France.</p> <p>All scans were produced with a Faro X330 equipment at 1/2 resolution, low laser power, with in-field filters (lost points). Processing includes import and registration with Faro Scene software, export as LAS files, manual editing of noise, vegetation and scattered points with CloudCompare software and rasterization with universal kriging with Golden Software Surfer software.</p>
Figure 6 from: Mazebedi R, Hesselberg T (2020) A preliminary survey of the abundance, diversity and distribution of terrestrial macroinvertebrates of Gcwihaba cave, northwest Botswana. Subterranean Biology 35: 49-63. https://doi.org/10.3897/subtbiol.35.51445
Figure 6 Changes in the measured environmental cave substrate variables relative to distance from cave entrance, the error bars indicate standard deviation of the measurements at each sampling point. A Acidity (pH) B electrical conductivity (μS/cm) C percentage soil moisture.
Figure 3 from: Mazebedi R, Hesselberg T (2020) A preliminary survey of the abundance, diversity and distribution of terrestrial macroinvertebrates of Gcwihaba cave, northwest Botswana. Subterranean Biology 35: 49-63. https://doi.org/10.3897/subtbiol.35.51445
Figure 3 Common macroinvertebrate taxa found in Gcwihaba cave (photos by R. Mazebedi). A Cave cockroach (Gyna sp.) in family BlaberidaeB cave cricket (likely Spelaeiacris sp.) in the family RhaphidophoridaeC darkling beetle (Eurychora sp.) in the family TenebrionidaeD violin spider (Loxosceles sp.) in the family Sicariidae.
Figure 1 from: Mazebedi R, Hesselberg T (2020) A preliminary survey of the abundance, diversity and distribution of terrestrial macroinvertebrates of Gcwihaba cave, northwest Botswana. Subterranean Biology 35: 49-63. https://doi.org/10.3897/subtbiol.35.51445
Figure 1 Location of Gcwihaba hills in Botswana indicated by a red triangle (Reprinted from Robbins et al. 1996 with permission from Lawrence Robbins).
Figure 7 from: Mazebedi R, Hesselberg T (2020) A preliminary survey of the abundance, diversity and distribution of terrestrial macroinvertebrates of Gcwihaba cave, northwest Botswana. Subterranean Biology 35: 49-63. https://doi.org/10.3897/subtbiol.35.51445
Figure 7 A CCA biplot of the relationships between cave macroinvertebrate taxa (triangles), sampling points (filled circles) and the measured environmental (variables lines with arrows). Environmental variables are presented as vectors, with arrow heads indicating their direction of increase. A positive correlation between the environmental variables and macroinvertebrate taxa and sampling points is indicated by their proximity to the arrowhead. Taxa and sampling points with a negative correlation with the variable axis plot on the opposite side of the arrowhead relative to the centroid, with the correlation strength increasing with distance of the symbols from the centroid.
Figure 5 from: Mazebedi R, Hesselberg T (2020) A preliminary survey of the abundance, diversity and distribution of terrestrial macroinvertebrates of Gcwihaba cave, northwest Botswana. Subterranean Biology 35: 49-63. https://doi.org/10.3897/subtbiol.35.51445
Figure 5 Proportion of the four most abundant macroinvertebrate taxa along a 50 m transact into Gcwihaba cave.
Figure 4 from: Mazebedi R, Hesselberg T (2020) A preliminary survey of the abundance, diversity and distribution of terrestrial macroinvertebrates of Gcwihaba cave, northwest Botswana. Subterranean Biology 35: 49-63. https://doi.org/10.3897/subtbiol.35.51445
Figure 4 Variation of the abundance and diversity of terrestrial macroinvertebrate samples with respect to distance into Gcwihaba cave, including all samples collected at each site, samples collected only from the floor at each site and samples collected only from the cave walls at each site.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.