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FIGURE 7 in iTaxoTools 0.1: Kickstarting a specimen-based software toolkit for taxonomists

FIGURE 7. Screenshot of the GUI-based version of ABGD, a program that delimits species by detecting the barcoding gap from pairwise single-locus sequence distances (Puillandre et al. 2012). For this tool, the original ABGD code written in C was wrapped with a Python GUI and compiled as standalone executable. The different output files produced by ABGD (text and graphs) can be selected and pre-viewed within the GUI.

opencc-by-4.0Jul 2021View details →
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FIGURE 6 in iTaxoTools 0.1: Kickstarting a specimen-based software toolkit for taxonomists

FIGURE 6. Screenshot of the GUI-based version of PTP, a program that delimits species from non-ultrametric trees. The original Python code of PTP was written by Zhang et al. (2013); iTaxoTools adds the GUI, as well as functionality to export species partition in the SPART format (Miralles et al. 2021).

opencc-by-4.0Jul 2021View details →
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FIGURE 4 in iTaxoTools 0.1: Kickstarting a specimen-based software toolkit for taxonomists

FIGURE 4. Screenshot of spartmapper, a tool that plots distribution records from geographical coordinates on a map and categorizes the records based on a species partition provided as SPART file (Miralles et al. 2021). The program allows live view and produces a kml file to visualize the records in Google Earth or Google Maps.

opencc-by-4.0Jul 2021View details →
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FIGURE 2 in iTaxoTools 0.1: Kickstarting a specimen-based software toolkit for taxonomists

FIGURE 2. Main launcher window of iTaxoTools 0.1 with the option to start various species delimitation tools (additional tools can be started from the other tabs).

opencc-by-4.0Jul 2021View details →
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FIGURE 3 in iTaxoTools 0.1: Kickstarting a specimen-based software toolkit for taxonomists

FIGURE 3. Screenshot of one of the newly programmed quick conversion tools, dnaconvert, which implements numerous autocorrect options to avoid sequence output files generating errors in downstream programs. dnaconvert also supports tabdelimited table input and its conversion to common sequence formats such as FASTA, NEXUS, or PHYLIP, to facilitate storage and management of sequences and sequence metadata in spreadsheet editors such as Microsoft Excel.

opencc-by-4.0Jul 2021View details →
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FIGURE 1 in iTaxoTools 0.1: Kickstarting a specimen-based software toolkit for taxonomists

FIGURE 1. Overview of the various tools implemented in iTaxoTools, and their scope. In the present version a focus is on molecular data analysis, but more functionalities to analyze and visualize morphological and geographic data will be implemented in the near future, while data integration remains the main focus for long-term implementation.

opencc-by-4.0Jul 2021View details →
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Figure 5 in Filling distribution gaps and honoring great taxonomist mentors: three new species of the microcaddisfly Ochrotrichia Mosely, 1934 (Trichoptera: Hydroptilidae) from the Brazilian Cerrado and a checklist from Brazil

Figure 5 Ochrotrichia machadoi sp. nov. A, genitalia, left lateral; B, tergum X, left lateral; C, mesoventral process of segment VII, left lateral; D, genitalia, left lateral (photograph); E, phallus, left lateral; F, genitalia, dorsal; G, apex of phallus, ventral; H, genitalia, ventral; I, genitalia, ventral (photograph). Scale bars = 0.1 mm (A, B, D, E, F, G, H, I); 0.05 mm (C).

opencc-by-4.0Nov 2023View details →
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Figure 9 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 9 CGH on his 90th birthday, Ribeirão Preto, São Paulo, Brazil, 2017 (photograph by Augusto Froehlich).

opencc-by-4.0Feb 2024View details →
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Figure 8 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 8 Number of species and articles authored by Prof. Dr. C. G. Froehlich. A, accumulative curves of the number of publications (red) and species (blue). B, number of publications (red) and species (blue) in periods of five years.

opencc-by-4.0Feb 2024View details →
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Figure 2 in Filling distribution gaps and honoring great taxonomist mentors: three new species of the microcaddisfly Ochrotrichia Mosely, 1934 (Trichoptera: Hydroptilidae) from the Brazilian Cerrado and a checklist from Brazil

Figure 2 Ochrotrichia froehlichi sp. nov., holotype, ♂ (INPA). A, lateral habitus; B, head and thorax, dorsal view; C, head, dorsal view; D, forewing, right dorsal view; E, hind wing, right dorsal view. Cephalic setal warts abbreviations: Lateral ocellus = l. oc.; median ocellus = m. oc.; occipital setal wart = occ. wt.; vertexal ocellar setal wart = v. oc. wt. Scale bars: 0.5 mm (A); 0.2 mm (B, C, D, E).

opencc-by-4.0Nov 2023View details →
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Figure 4 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 4 The legacy of Prof. Dr. C. G. Froehlich is reflected in several new Brazilian research centers. M.Sc. students (in yellow) and Ph.D. students (in green) advised by him are represented by the initial letters of each name. São Paulo state is magnified. The list of the full name and their respective initials is provide at the Table 2.

opencc-by-4.0Feb 2024View details →
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Figure 3 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 3 The foundation of "Froehlich's Autonomous Stonefly Republic". A, Claudio G. Froehlich (CGF), his Ph.D. students Adolfo R. Calor (ARC) and Rodolfo Mariano (RM), and Dr. Eduardo Domínguez (ED) in a collection expedition at the Estação Biológica de Boracéia (EBB/USP), Salesópolis, São Paulo, Brazil, 2007; B, CGF in his classic undergraduate course "Aquatic Entomology" at the EBB/USP, 2005; CGF, his PhD students ARC and RM, and ED in a light trap collect, 2007; CGF and ED in Venerando river, in EBB, collecting stoneflies and mayflies.

opencc-by-4.0Feb 2024View details →
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Figure 1 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 1 Prof. Dr. C. G. Froehlich's professional career timeline, with some significant events highlighted in the photographs.

opencc-by-4.0Feb 2024View details →
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Figure 6 A, The 6 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 6 A, The 6th International Symposium on Plecoptera, Schlitz, Germany 1977.; B, The 7th International Symposium on Plecoptera, Nara, Japan 1980.

opencc-by-4.0Feb 2024View details →
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Figure 2 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 2 Awards received by Prof. Dr. C. G. Froehlich. A, Lifetime Achievement Award, offered by International Association of Plecopterologists, XII International Symposium on Plecoptera, Tucumán, Argentina (1998); B, Plate offered by students and colleagues for the outstanding contribution to Neotropical Aquatic Entomology, 3rd Symposium on Neotropical Aquatic Insects, Ribeirão Preto, Brazil (2015).

opencc-by-4.0Feb 2024View details →
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Figure 7 in Filling distribution gaps and honoring great taxonomist mentors: three new species of the microcaddisfly Ochrotrichia Mosely, 1934 (Trichoptera: Hydroptilidae) from the Brazilian Cerrado and a checklist from Brazil

Figure 7 Ochrotrichia nessimiani sp. nov. A, genitalia, left lateral; B, tergum X, left lateral; C, mesoventral process of segment VII, left lateral; D, genitalia, left lateral (photograph); E, phallus, left lateral; F, genitalia, dorsal; G, apex of phallus, ventral; H, genitalia, ventral; I, genitalia, ventral (photograph). Scale bars = 0.1 mm.

opencc-by-4.0Nov 2023View details →
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Figure 1 in Filling distribution gaps and honoring great taxonomist mentors: three new species of the microcaddisfly Ochrotrichia Mosely, 1934 (Trichoptera: Hydroptilidae) from the Brazilian Cerrado and a checklist from Brazil

Figure 1 Geographical distribution map of the new species of Ochrotrichia with their respective states and hydrographic basins in Brazil.

opencc-by-4.0Nov 2023View details →
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Figure 5 A in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 5 A, Prof. Claudio Froehlich at the Museum of Zoology of University of São Paulo (MZUSP) in 1969, São Paulo, Brazil; B, CGF at the 4th International Symposium on Plecoptera, Abisko, Swedish Lapland, 1968; C, CGF and Marlene Sofia Arcifa Froehlich at the XIII International Symposium on Plecoptera, Tafí de Valle, Tucumán, Argentina, August 1998; D, CGF and Oliver Flint, both were honored at the III Symposium on Neotropical Aquatic Insects, Ribeirão Preto, São Paulo, Brazil, 2015; E, CGF in a collection expedition at the Estação Biológica de Boracéia (EBB/USP), Salesópolis, São Paulo, Brazil, 2006.

opencc-by-4.0Feb 2024View details →
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Figure 4 in Filling distribution gaps and honoring great taxonomist mentors: three new species of the microcaddisfly Ochrotrichia Mosely, 1934 (Trichoptera: Hydroptilidae) from the Brazilian Cerrado and a checklist from Brazil

Figure 4 Ochrotrichia machadoi sp. nov., holotype, ♂ (INPA). A, lateral habitus; B, head and thorax, dorsal view; C, head, dorsal view; D, forewing, right dorsal view; E, hind wing, right dorsal view. Scale bars: 0.5 mm (A); 0.2 mm (B, C, D, E).

opencc-by-4.0Nov 2023View details →
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Figure 7 A, 9 in Not just a taxonomist, but a naturalist! The foundations of "Froehlich's Autonomous Stonefly Republic"

Figure 7 A, 9th International Conference on Ephemeroptera & 13th International Symposium on Plecoptera, Tafí de Valle, Tucumán 16–21 August 1998; B, 15th International Conference on Ephemeroptera & 19 International Symposium on Plecoptera, Aracruz, Brazil 3–8 June 2018.

opencc-by-4.0Feb 2024View details →

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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.

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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.

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behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
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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.

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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.

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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