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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.
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).
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.
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).
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.
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.
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).
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).
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.
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).
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.
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.
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.
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.
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).
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.
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.
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.
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).
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.
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.