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.
139
datasets available to search
ShareScore release 0.9.0
Dataset results
139 results for “reconcilation”
Datasets for "Reconciling global terrestrial evapotranspiration estimates from multi-product intercomparison and evaluation"
<p>Datasets for "Reconciling global terrestrial evapotranspiration estimates from multi-product intercomparison and evaluation"</p>
Subspecies and Distribution. S. s. scrofa Linnaeus, 1758 — W Europe, from Denmark, Germany, Poland, and Czech Republic to N Italy and N Iberian Peninsula; possibly also Albania. The taxonomic status of animals in Austria, Switzerland, Slovenia, and Slovakia is unclear but presumably these populations are included in scrofa, as are the populations of Sweden, Finland, and the Baltic states. However, restocking of once depleted populations, for example in Italy, has likely involved the introduction and mixing of this subspecies with other subspecies, such as attila. S. s. affinis Gray, 1847 — S India and Sri Lanka. S. s. algirus Loche, 1867 — Tunisia, Algeria, and Morocco, on the coastal side of the mountains or in the low montane areas. S. s. attila Thomas, 1912 — Hungary, Ukraine, C & S Belarus, Romania, Moldova, and S Russia towards the N flank of the Caucasus, but not including the Transcaucasian countries of Georgia, Armenia, and Azerbaijan. The range possibly extends as far S as the Mesopotamian Delta in Iraq, in which case it would likely include W & SW Iran, and possibly E Turkey and Syria, where it borders with lybicus. Such a range could not be easily reconciled with a statement by Groves that "the difference between pigs from N and S of the Caucasus is quite striking; Transcaucasian boars are certainly not attila." This subspecies may also extend into C Asia and include Kazakhstan, Uzbekistan, and Turkmenistan, but no data exist to support this. S. s. baeticus Thomas, 1912 — originally described from Coto Donana, S Spain, and later merged with meridionalis; also S Portugal. Unless evidence is found that these Italian and Iberian populations are the relics of a much larger formerly contiguous range, this subspecies should be kept as distinct. S. s. coreanus Heude, 1897 — Korean Peninsula. S. s. eristatus Wagner, 1839 — Himalayas S to C India and E to Indochina (N of the Kra Isthmus). S. s. davidi Groves, 1981 — the arid zone from E Iran to Gujarat, including Pakistan and NW India, and perhaps N to Tajikistan. S. s. leucomystax Temminck, 1842 — main Is ofJapan (Honshu, Shikoku, Kyushu, Nakadori, Hiburijima, Tojima, Kushima, and other smaller Is). S. s. lybicus Gray, 1868 — Bulgaria, Greece, Turkey, Syria, Jordan, Israel, Palestine, in the past also in Lybia, and Egypt. The former Yugoslavia was included in its range, which would suggest that now Slovenia, Serbia, Croatia, Bosnia and Herzegovina, Montenegro, and Kosovo are within the range of this subspecies, although the exact boundaries are unclear. Pigs from Albania have been assigned to S. s. scrofa. S. s. majori De Beaux & Festa, 1927 — C & S Italian Peninsula. S. s. menidionalis Forsyth Major, 1882 — Corsica and Sardinia, with the proviso that the two populations are very likely to be introduced or feral. S. s. moupinensis Milne-Edwards, 1871 — China, S to Vietnam and W to Sichuan. S. s. nigripes Blanford, 1875 — the flanks of the Tianshan mountains in Kyrgyzstan and NW China (Xinjiang). An animal photographed in NE Iran (Golestan) looked like this subspecies. S. s. nukiuanus Kuroda, 1924 — Iriomote, Ishigaki, Okinawa, Tokunoshima, Amamioshima, and Kakerome Is in the Ryukyu chain in extreme S Japan, though some of these populations have hybridized with introduced domesticates. S. s. sibiricus Staffe, 1922 — Mongolia and Transbaikal (S & E of Lake Baikal). S. s. tawvanus Swinhoe, 1863 — Taiwan. S. s. ussuricus Heude, 1888 — far E Russia and the Manchurian region (China). Korean populations were previously included in this subspecies, but based on new evidence, the Korean taxon seems more similar to moupinensis. S. s. vittatus Boie, 1828 — Malay Peninsula, S of the Isthmus of Kra, the offshore islands of Terutai and Langkawi, Sumatra, Riau Archipelago, Java, Bali, and a range of smaller islands around these, including Babi, Bakong, Batam, Bawean, Bengkalis, Bintan, Bulan, Bunguran, Cuyo, Deli, Durian, Enggano, Galang, Jambongan, Karimon (Riau Is), Kundur, Lagong, Laut, Lingga, Lingung, Mapor, Moro Kecil, North Pagai, Nias, Panaitan, Payong, Penang, Pinie, Rupat, Siantan, Siberut, Simeulue, Singkep, Sugi, Sugi Bawa, Telibon, Tinggi, Tuangku, and the Tambelan Is. This species was originally present from the British Is in the extreme W, through Eurasia from S Scandinavia to S Siberia, extending as far E as Korea and Japan, and SE into some of the Sunda Is and Taiwan. In the S the species ranged along the Nile Valley to Khartoum, and N of the Sahara in Africa, more orless following the continental coasts of S, E, and SE Asia. Within this range it was absent only from extremely dry deserts, e.g. the driest regions of Mongolia and in China W of Sichuan; and alpine zones, such as the high altitudes of Pamir and Tien Shan. In recent centuries, the range of S. scrofa has changed dramatically because of hunting and changes in available habitat. The species disappeared from the British Is in the 17" century, from Denmark in the 19" century, and was greatly reduced in range and numbers in the 20" century from areas as distant as Tunisia, Sudan, Germany, and Russia. Following these severe declines, there were some slight population recoveries in Russia, Italy, Spain, and Germany in the mid-20™ century, and natural and assisted range expansions in Denmark and Sweden. The species has also been inadvertently reintroduced in various locations in the Great Britain via escapees of mixed origin from commercial farming enterprises. Ex-S. scrofa stocks also occur as introduced feral populations in various other parts of the world, including Australia, New Zealand, the eastern Malay Archipelago, and in North, Central, and South America. In all of these areas they are now generally recognized as a major pest. in Suidae
Subspecies and Distribution. S. s. scrofa Linnaeus, 1758 — W Europe, from Denmark, Germany, Poland, and Czech Republic to N Italy and N Iberian Peninsula; possibly also Albania. The taxonomic status of animals in Austria, Switzerland, Slovenia, and Slovakia is unclear but presumably these populations are included in scrofa, as are the populations of Sweden, Finland, and the Baltic states. However, restocking of once depleted populations, for example in Italy, has likely involved the introduction and mixing of this subspecies with other subspecies, such as attila. S. s. affinis Gray, 1847 — S India and Sri Lanka. S. s. algirus Loche, 1867 — Tunisia, Algeria, and Morocco, on the coastal side of the mountains or in the low montane areas. S. s. attila Thomas, 1912 — Hungary, Ukraine, C & S Belarus, Romania, Moldova, and S Russia towards the N flank of the Caucasus, but not including the Transcaucasian countries of Georgia, Armenia, and Azerbaijan. The range possibly extends as far S as the Mesopotamian Delta in Iraq, in which case it would likely include W & SW Iran, and possibly E Turkey and Syria, where it borders with lybicus. Such a range could not be easily reconciled with a statement by Groves that "the difference between pigs from N and S of the Caucasus is quite striking; Transcaucasian boars are certainly not attila." This subspecies may also extend into C Asia and include Kazakhstan, Uzbekistan, and Turkmenistan, but no data exist to support this. S. s. baeticus Thomas, 1912 — originally described from Coto Donana, S Spain, and later merged with meridionalis; also S Portugal. Unless evidence is found that these Italian and Iberian populations are the relics of a much larger formerly contiguous range, this subspecies should be kept as distinct. S. s. coreanus Heude, 1897 — Korean Peninsula. S. s. eristatus Wagner, 1839 — Himalayas S to C India and E to Indochina (N of the Kra Isthmus). S. s. davidi Groves, 1981 — the arid zone from E Iran to Gujarat, including Pakistan and NW India, and perhaps N to Tajikistan. S. s. leucomystax Temminck, 1842 — main Is ofJapan (Honshu, Shikoku, Kyushu, Nakadori, Hiburijima, Tojima, Kushima, and other smaller Is). S. s. lybicus Gray, 1868 — Bulgaria, Greece, Turkey, Syria, Jordan, Israel, Palestine, in the past also in Lybia, and Egypt. The former Yugoslavia was included in its range, which would suggest that now Slovenia, Serbia, Croatia, Bosnia and Herzegovina, Montenegro, and Kosovo are within the range of this subspecies, although the exact boundaries are unclear. Pigs from Albania have been assigned to S. s. scrofa. S. s. majori De Beaux & Festa, 1927 — C & S Italian Peninsula. S. s. menidionalis Forsyth Major, 1882 — Corsica and Sardinia, with the proviso that the two populations are very likely to be introduced or feral. S. s. moupinensis Milne-Edwards, 1871 — China, S to Vietnam and W to Sichuan. S. s. nigripes Blanford, 1875 — the flanks of the Tianshan mountains in Kyrgyzstan and NW China (Xinjiang). An animal photographed in NE Iran (Golestan) looked like this subspecies. S. s. nukiuanus Kuroda, 1924 — Iriomote, Ishigaki, Okinawa, Tokunoshima, Amamioshima, and Kakerome Is in the Ryukyu chain in extreme S Japan, though some of these populations have hybridized with introduced domesticates. S. s. sibiricus Staffe, 1922 — Mongolia and Transbaikal (S & E of Lake Baikal). S. s. tawvanus Swinhoe, 1863 — Taiwan. S. s. ussuricus Heude, 1888 — far E Russia and the Manchurian region (China). Korean populations were previously included in this subspecies, but based on new evidence, the Korean taxon seems more similar to moupinensis. S. s. vittatus Boie, 1828 — Malay Peninsula, S of the Isthmus of Kra, the offshore islands of Terutai and Langkawi, Sumatra, Riau Archipelago, Java, Bali, and a range of smaller islands around these, including Babi, Bakong, Batam, Bawean, Bengkalis, Bintan, Bulan, Bunguran, Cuyo, Deli, Durian, Enggano, Galang, Jambongan, Karimon (Riau Is), Kundur, Lagong, Laut, Lingga, Lingung, Mapor, Moro Kecil, North Pagai, Nias, Panaitan, Payong, Penang, Pinie, Rupat, Siantan, Siberut, Simeulue, Singkep, Sugi, Sugi Bawa, Telibon, Tinggi, Tuangku, and the Tambelan Is. This species was originally present from the British Is in the extreme W, through Eurasia from S Scandinavia to S Siberia, extending as far E as Korea and Japan, and SE into some of the Sunda Is and Taiwan. In the S the species ranged along the Nile Valley to Khartoum, and N of the Sahara in Africa, more orless following the continental coasts of S, E, and SE Asia. Within this range it was absent only from extremely dry deserts, e.g. the driest regions of Mongolia and in China W of Sichuan; and alpine zones, such as the high altitudes of Pamir and Tien Shan. In recent centuries, the range of S. scrofa has changed dramatically because of hunting and changes in available habitat. The species disappeared from the British Is in the 17" century, from Denmark in the 19" century, and was greatly reduced in range and numbers in the 20" century from areas as distant as Tunisia, Sudan, Germany, and Russia. Following these severe declines, there were some slight population recoveries in Russia, Italy, Spain, and Germany in the mid-20™ century, and natural and assisted range expansions in Denmark and Sweden. The species has also been inadvertently reintroduced in various locations in the Great Britain via escapees of mixed origin from commercial farming enterprises. Ex-S. scrofa stocks also occur as introduced feral populations in various other parts of the world, including Australia, New Zealand, the eastern Malay Archipelago, and in North, Central, and South America. In all of these areas they are now generally recognized as a major pest.
Replication package for: Measuring Unfair Inequality: Reconciling Equality of Opportunity and Freedom from Poverty
<p>Replication package for:</p> <p>Hufe, Paul, Kanbur, Ravi and Peichl, Andreas: Measuring Unfair Inequality: Reconciling Equality of Opportunity and Freedom from Poverty, Review of Economic Studies, fothcoming</p> <p> </p> <p>This replication package contains information/data/code to generate all tables, figures, and in-text figures of the paper.</p>
Root anatomy helps to reconcile observed root trait syndromes in tropical tree species
<p>Studying the organization of functional traits in plant leaves and stems has revealed notable patterns linking function and form; however, evidence of similarly robust organization in root tissues remains controversial. We posit that anatomical traits in roots can provide insight on the overall organization of the root system. We hypothesize that A) size variation in the tissue outside the stele relates in a non-linear fashion with functional traits associated with direct resource uptake, including a negative relationship with root architectural traits; and B) similar relationships detected in tropical areas also hold true in other biomes.</p> <p>We address our hypotheses using empirical data from 24 tropical tree species in French Guiana, including anatomical measurements in first order roots, and functional trait description for the entire fine root system. In addition, we compiled a global meta-analysis of root trait with 500+ forest species across tropical, subtropical and temperate forests.</p> <p>Our results supported the expected non-linear relationships between cortical size and morphological traits, and a negative linear trend with architectural traits. We confirmed a global negative relationship between SRL, diameter and tissue density, suggesting similar anatomical constraints in root systems across woody plants. However the importance of factors vary across biomes, possibly related to the unequal phylogenetic representation of families across latitudes.</p> <p>Our findings imply that the rhizocentric hypothesis can be a valuable approach to understand fine root trait syndromes and the evolution of absorptive roots in vascular plants.</p>
'Reconciling Surface Deflections From Simulations of Global Mantle Convection' : Numerical model dataset
<p><strong>Output data from TERRA simulations included in 'Reconciling Surface Deflections From Simulations of Global Mantle Convection'</strong></p> <p>Dataset includes:</p> <ul> <li>Full density field (`NC_visc_dens_037.tar.gz`)</li> <li>Radial stresses (directory `radial_stresses`)</li> <li>Spherical harmonic coefficients for density field (`density_sph.037`)</li> <li>Radial viscosity factors (`visc.dat`)</li> </ul> <p>Radial stresses are calculated at depths of:</p> <ul> <li>0 km (surface)</li> <li>45 km</li> <li>180 km</li> <li>270 km</li> </ul> <p>and with various amounts of shallow structure removed:</p> <ul> <li>NC_DT_rmir0 - No shallow structure removed</li> <li>NC_DT_rmir1 - 45 km removed</li> <li>NC_DT_rmir2 - 90 km removed</li> <li>NC_DT_rmir3 - 135 km removed</li> <li>NC_DT_rmir5 - 225 km removed</li> <li>NC_DT_rmir7 - 270 km removed</li> </ul>
Fig. 4 a in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 4 a Lateral view of the red finned Mahseer, T. tor shows hypertrophied lip structures (EU714120). b Ventral and Lateral view of head and anterior part of body of T. tor (EU714120)
Fig. 12 in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 12 Barcode gap analysis of Mahseer species as generated by Automatic Barcode Gap Discovery (Puillandre et al. 2012). Distributions of K2P distances and between each pair of specimens for the COI gene,
Fig. 8 A in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 8 A Lateral view of the Tor from River Tons (HQ609728). Ai Ventral and lateral view of head and anterior part of body of Tor from River Tons (HQ609728). B Lateral view of the Tor from River Sank. (HQ609726), Bi Lateral view of head and anterior part of body of Tor from River Sank (HQ609726)
Fig. 9 a in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 9 a Lateral view of the Tor from River Krishna (EU714115). b Ventral and lateral view of head and anterior part of body of Tor from River Krishna (EU714115)
Fig. 2 A in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 2 A Lateral view of yellow finned Mahseer, T. putitora (Hamilton) (GQ469809) and morphotypes. Ai Side ventral T. putitora (GQ469822). Aii Lateral view of head showing normal lip structure of T. putitora (GQ469822). Bi Side ventral view of morphotype I of T. putitora (GQ469815). Bii Lateral view of lips and head part showing small medium lobe in lower lip of T. putitora (GQ469815). Ci Side ventral view of morphotype II of T. putitora (GQ469824). Cii Lateral view of head showing thick lips and lower lips with thick medium lobe morphotype II of T. putitora (GQ469824)
Fig. 10 in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 10 Maximum likelihood (ML) tree developed based on Dloop sequences of mahseers. Numbers represent node supports inferred from ML bootstrap analyses (only values above 50 are shown), ML tree using Hasegawa Kishino Yano with Gamma (HKY+G); α =1.1750, I=0.2787, −lnL=1958.8831. Bootstraps estimated are derived from 500 replications
Fig. 1 Map showing major drainages and mahseer collection localities across India. 1 River Tawi, Jammu. 2 River Beas, Pong. 3 River Beas, Pathankot. 4 River Satluj, Nangal. 5 River Yamuna, Yamuna nagar. 6 River Ganga, Rishekesh. 7 River Bhagirathi. 8 River Kosi, Ramnagar. 9 River Sharda, Tanakpur. 10 River Gerua, Katarnia Ghat. 11 in Molecular evidence to reconcile taxonomic instability in mahseer species (Pisces: Cyprinidae) of India
Fig. 1 Map showing major drainages and mahseer collection localities across India. 1 River Tawi, Jammu. 2 River Beas, Pong. 3 River Beas, Pathankot. 4 River Satluj, Nangal. 5 River Yamuna, Yamuna nagar. 6 River Ganga, Rishekesh. 7 River Bhagirathi. 8 River Kosi, Ramnagar. 9 River Sharda, Tanakpur. 10 River Gerua, Katarnia Ghat. 11 River Tista, Mal/Udalabadi. 12 River Jaldhaka, Bindhu. 13 River Ziyabharali, Bhlukpong. 14 River Dikrong, Doimukh. 15 River Sank, Gwalior. 16 River Tons, Chackghat. 17 River Tawa, Itarsi. 18 River Mahanadi, Sambhalpur. 19 River Krishna. 20 River Chaliyaar, Nilambur. 21 River Chalakudy, Puzha
Fig. 5 in Description of Calliactis tigris sp. nov.: reconciling taxonomy and phylogeny in hermit-crab symbiotic anemones (Cnidaria: Actiniaria: Hormathiidae)
Fig. 5 Micro-CT scans of Calliactis tlicolol (Le Sueur 1817) showing pairs of mesenteries in cross-section throughout length of column. a Cross section through distal column showing 48 pairs of mesenteries (distributed in 4 cy- cles); most mesenteries still con- nected to oral disc. b Cross section through distal column showing 48 pairs of mesenteries; note mesen- teries connected to oral disc and actinopharynx. c Cross section through distal column showing 48 pairs of mesenteries at actinopharynx level; note mesen- teries of first cycle partially con- nected to actinopharynx. d Cross section through mid-column showing 48 pairs of mesenteries. e Cross section through proximal column showing 48 pairs of mes- enteries. f Cross section through proximal column showing 57 pairs of mesenteries: 48 pairs plus nine pairs of 5th cycle (arrows). g Cross section through proximal column showing 62 pairs of mesenteries: 48 pairs plus 14 pairs of 5th cycle (arrows). h Cross section through proximal column showing 73 pairs of mesenteries: 48 pairs plus 25 pairs of 5th cycle (arrows). i Cross section through proximal column showing 82 pairs of mesenteries: 48 pairs of mesenteries plus 34 pairs of 5th cycle (arrow). Scale bars, a–i 5 mm
Fig. 1 in Description of Calliactis tigris sp. nov.: reconciling taxonomy and phylogeny in hermit-crab symbiotic anemones (Cnidaria: Actiniaria: Hormathiidae)
Fig. 1 Collection sites for Calliactis tiglis sp. nov. off the coast of Australia, including the type locality off the coast of New South Wales (star) and additional localities off the coast of New South Wales (triangles) and Queensland (circle)
Fig. 4 in Description of Calliactis tigris sp. nov.: reconciling taxonomy and phylogeny in hermit-crab symbiotic anemones (Cnidaria: Actiniaria: Hormathiidae)
Fig. 4 Cnidom of Calliactis tiglis nov. sp. a, b, f–k, m, n Basitrich. c, l P- mastigophore B1. d Gracile spirocyst. e Robust spirocyst
Fig. 2 in Description of Calliactis tigris sp. nov.: reconciling taxonomy and phylogeny in hermit-crab symbiotic anemones (Cnidaria: Actiniaria: Hormathiidae)
Fig. 2 External anatomy of preserved specimens of Calliactis tiglis sp. nov. a Oral view of a specimen with characteristic column coloration pattern. b Lateral view of a specimen attached to a shell; note remains of cuticle produced by pedal disc. c Two specimens attached to a single shell, one of which has lost part of its coloration pattern. d Lateral view of a specimen attached to a shell with hermit crab visible. e Detail of epidermal pits on proximal column; note white and purple epidermal pits. f Cinclides on proximal column (arrows). g Detail of a cinclide (arrow). Scale bars, a 50 mm, b 30 mm, c 21 mm, d 30 mm, e 1.6 mm, f 4 mm, g 2 mm
Fig. 2 in Reconciling ecological and phytogeographical spatial boundaries to clarify the limits of the montane and alpine regions of sub-Sahelian Africa
Fig. 2. High elevation flora and vegetation of the Afrotropics.A.Lower alpine vegetation (Sanetti Plateau, Bale Highlands, Ethiopia); B.Lobelia rhynchopetalum Hemsl., endemic to the lower alpine belt of Ethiopia; C. L. gibberoa Hemsl., a forest-dwelling giant lobelia of the montane belt, restricted to tropical Africa; D. Montane forest (Harenna Forest, Bale Highlands, Ethiopia).
Fig. 4 in Reconciling ecological and phytogeographical spatial boundaries to clarify the limits of the montane and alpine regions of sub-Sahelian Africa
Fig. 4. Schematic representation of the centres and sub-centres of the Cape element in sub-Sahelian Africa (from Carbutt, 2004; Carbutt and Edwards, 2012; updated from Weimarck, 1941). The high elevation sub-centres in particular are often fragmented, hence the need for two hyphenated names when considering two dominant enclaves of close proximity. The most modern and geographically accurate names have been used. For example, 'Abessinian Sub-centre' is now 'Ethiopian Sub-centre'; 'Rungwe Sub-centre' is now 'Nyika-Rungwe Subcentre'; 'Mitumba-Rwenzori Sub-centre' is an amalgamation of Weimarck's (1941) 'Katanga' and 'Kivu' Sub-centres, named after the Mitumba Highlands, and the dominant Rwenzori Mountains further north. The double-sided arrows denote possible dual-direction migration events that may have resulted in reciprocal exchange of taxa between centres.
Fig. 5 in Reconciling ecological and phytogeographical spatial boundaries to clarify the limits of the montane and alpine regions of sub-Sahelian Africa
Fig. 5. Schematic representation of the intervals between centres and sub-centres of the Cape element in sub-Sahelian Africa (from Carbutt, 2004; updated from Weimarck, 1941). Symbols: ▲, high elevation centres and sub-centres of the Cape element; ●, low elevation centre of the Cape element (Pondoland Centre). Most names are derived from the geographic regions in which the intervals occur.
Fig. 3 in Reconciling ecological and phytogeographical spatial boundaries to clarify the limits of the montane and alpine regions of sub-Sahelian Africa
Fig. 3. The Drakensberg Alpine Centre, southern Africa, as previously recognised. A. upper montane grasslands above Sani Pass, southern KwaZulu-Natal Drakensberg; B. near-endemic shrub, Euryops evansii Schltr. subsp. evansii, of the upper montane belt; C. endemic forb, Moraea alticola Goldblatt, of the lower alpine belt; D. lower alpine grasslands of Lesotho.
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.