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FIGURE 37 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 37. Audiospectrogram and corresponding oscillogram of a 1000 ms section of one advertisement call (call duration 2704 ms) of Mantidactylus noralottae, recorded 18 December 2004 at Ambovo, Isalo National Park (20°C air temperature). Recording bandpass-filtered at 1000–3500 Hz.

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FIGURE 47 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 47. Audiospectrogram and corresponding oscillogram of one advertisement call of Mantidactylus riparius, recorded on 12 February 2011 at Isalo (air temperature unkown). Recording bandpass-filtered at 500–8000 Hz.

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FIGURE 28 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 28. Audiospectrogram and corresponding oscillogram of one advertisement call of Mantidactylus bellyi, recorded on 17 March 2000 at the entrance of the Montagne d'Ambre National Park (21.6°C air temperature). Recording bandpass-filtered at 460–8000 Hz.

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FIGURE 22 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 22. Audiospectrogram and corresponding oscillogram of four advertisement calls from a regular call series (comprising eight calls) of Mantidactylus mahery, recorded on 28 January 1994 at Isalo National Park, near Ranohira (23.4°C air temperature). Recording bandpass-filtered at 500–7000 Hz.

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FIGURE 26 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 26. Mantidactylus bellyi in life, in dorsolateral and ventral view. (a,b) Adult male from Montagne d'Ambre, photographed in 2000. (c,d) Adult male from Montagne d'Ambre, photographed in 2004. (e,f) Adult male from Montagne d'Ambre, photographed in 2003. (g,h) Adult female from Montagne d'Ambre, photographed in 2003. (i,j) Adult female from Montagne d'Ambre. (k) Adult specimen (unsexed) from Andapa. (l,m,n,o) Two adult males from Montagne des Français, photographed in 2004. (p,q,r,s). Two adult males from Ankarana, photographed in 2003.

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FIGURE 21 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 21. Mantidactylus mahery sp. nov. in life, in dorsolateral and ventral view. (a,b) Adult male from Ranohira (near Isalo), photographed in 2004. (c,d) Adult male from Isalo, photographed in 1994. (e,f) Adult female from Makira Reserve (western slope), Sahaovy campsite, photographed in 2009. (g,h) Adult male from Tsingy de Bemaraha National Park, photographed in 2006. (i,j) Subadult specimen, probably a female, from Tsingy de Bemaraha National Park, photographed in 2006. (k) Adult specimen (unsexed) from Tsingy de Bemaraha National Park, photographed in 2006.

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FIGURE 20 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 20. Mantidactylus pauliani from Ankaratra in life, in various views. (a) Unsexed adult specimen (not collected). (b,c) Adult specimen (ZSM 756/2001; unsexed), photographed in 2001. (d,e) Adult female (not collected; yellowish oocytes visible through the abdominal skin). (f) Unsexed adult specimen (not collected).

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FIGURE 53 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 53. Mantidactylus jahnarum sp. nov. in life, in dorsolateral and ventral view. (a,b,c) Adult male (holotype ZSM 423/2006) from Nosy Boraha, photographed in 2006. (d) Unsexed specimen from Nosy Boraha, photographed in 1991. (e,f) Adult male from Nosy Boraha, photographed in 1991.

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FIGURE 19 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 19. Mantidactylus madecassus in life, in dorsolateral and ventral view, and their habitat. (a) Adult specimen (unsexed) from Cuvette Boby, Andringitra Massif, photographed in 1994. (b,c) Adult specimen (ZSM 755/2001 = FGMV 2001.538; unsexed) from Cuvette Boby, Andringitra Massif, photographed in 2001, and (d) closeup of ventral surface of its hand showing the bilobed subarticular tubercles (yellow arrows). (e) Pond at Cuvette Boby, habitat of M. madecassus. (f) Landscape at Cuvette Boby.

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FIGURE 17 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 17. Mantidactylus bourgati in life, in lateral, dorsolateral, and/or ventral view, and their habitat. (a,b,c) Adult specimen (ZSM 770/2001 = FGMV 2001.520; possibly an adult male due to relatively distinct femoral glands) from Andringitra, photographed in 2001. (d,e) Adult female (ACZC 10819) from Riandahy, Andringitra. (f,g) Adult male (ACZC 10698) from Imaitso, Andringitra. (h) Adult male from Andringitra, photographed in 1994. (i) View of the Andohariana Plateau (Andringitra Massif) with stream inhabited by M. bourgati. (j) Stream at the Andohariana Plateau (Andringitra), habitat of M. bourgati.

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FIGURE 46 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 46. Mantidactylus riparius sp. nov. from the Isalo massif in life, in dorsolateral and ventral view. (a,b) Adult male (ACZC 1849 = FAZC 14351). (c) Adult female (ACZC 1852 = FAZC 14353). (d) Adult female (ACZC 1929; yellowish oocytes visible through the skin on the flank). (e,f) Adult female (ACZC 1923 = FAZC 14366).

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FIGURE 16 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 16. Mantidactylus ambohimitombi miloko ssp. nov. in life, in dorsolateral and ventral view. (a,b,c) Adult male (holotype ZSM 219/2005 = FGZC 2143; note distinct and large femoral glands), from Ambohitantely Special Reserve.

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FIGURE 15 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 15. Mantidactylus ambohimitombi marefo ssp. nov. from Itremo in life, in dorsolateral, ventral, and/or lateral view. (a,b,c) Probably adult male (holotype ZSM 762/2001 = FGMV 2001.493; note rather distinct, orange-coloured femoral glands), photographed in 2001. (d,e) Second specimen (probably corresponding to a voucher specimen preserved in UADBA), photographed in 2001. Note bluish partial ring around the eye in both individuals.

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FIGURE 14 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 14. Audiospectrogram and corresponding oscillogram of one advertisement call of Mantidactylus a. ambohimitombi, recorded on 16 February 2006 at Ankaratra. Recording bandpass-filtered at 220–6000 Hz.

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FIGURE 13. Mantidactylus a in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 13. Mantidactylus a. ambohimitombi in life, in dorsolateral and ventral view, and their habitat. (a) Adult specimen (ACZC 6937; unsexed) from Ankaratra. (b,c) Adult specimen, possibly an adult male due to relatively distinct femoral glands, photographed in 1992. (d,e) Adult male (ACZC 8376; note the well-developed, prominent femoral glands and relatively large tympanum) from Ankaratra. (f) Adult specimen (ACZC 8377; unsexed) from Ankaratra. (g) Adult specimen (ACZC 8109; unsexed) with dorsal stripe from Ankaratra. (h) Pond at high-elevation on the Ankaratra Massif. (i) Landscape at high elevation in the Ankaratra Massif; streams in the valleys are habitat of M. ambohimitombi, and in area of rapids, of M. pauliani. (j) Stream in Manjakatompo forest, Ankaratra Massif, habitat of M. ambohimitombi.

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FIGURE 18 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 18. Audiospectrogram and corresponding oscillogram of one advertisement call tentatively assigned to Mantidactylus bourgati, recorded on 16 January 1994 at Andringitra National Park, close to Ambalamarina (19°C air temperature). Recording bandpass-filtered at 700–2000 Hz.

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FIGURE 35 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 35. Audiospectrogram and corresponding oscillogram of a 1000 ms section of one advertisement call (call duration 3109 ms) of Mantidactylus betsileanus, recorded on 29 January 1994 at Mandraka (23–24°C air temperature). Recording bandpassfiltered at 550–8000 Hz.

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FIGURE 54 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 54. Audiospectrogram and corresponding oscillogram of one advertisement call of the holotype of Mantidactylus jahnarum, recorded on 7 March 2006 at Maromandia village, Nosy Boraha. Recording bandpass-filtered at 500–6500 Hz.

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FIGURE 51 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 51. Mantidactylus georgei sp. nov. in life, in dorsolateral and ventral view. (a,b) Adult male (holotype ZSM 455/2005 = ZCMV 806), from near Toamasina, photographed in 2004. (c,d) Adult female (probably corresponding to ZMA 19496 = FGMV 2002.2259, not DNA barcoded), from near Toamasina, photographed in 2003. (e,f) Adult male (paratype ZSM 456/2005 = ZCMV 807), from near Toamasina, photographed in 2004. (g,h) Adult male (FAZC 13917) from Betampona. (i,j) Adult female (FAZC 13973) from Betampona. (k,l) Adult male from Maroantsetra, photographed in 2003. (m,n) Adult female from Maroantsetra, photographed in 2003.

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FIGURE 52 in An inordinate fondness for inconspicuous brown frogs: integration of phylogenomics, archival DNA analysis, morphology, and bioacoustics yields 24 new taxa in the subgenus Brygoomantis (genus Mantidactylus) from Madagascar

FIGURE 52. Audiospectrogram and corresponding oscillogram of a 1000 ms section of the advertisement call (call duration 2195 ms) of Mantidactylus georgei, recorded from the holotype on 29 February 2004 north of Toamasina (25.2°C air temperature). Recording bandpass-filtered at 500–4100 Hz.

opencc-by-4.0Dec 2022View details →

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record