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Figure 13 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 13. Diagnostic characters for genera of Callichiridae. Rostrum, eyestalks, antennules, antennae: a, Calliapagurops; b, Lepidophthalmus; c, Mocallichirus; d, Mucrollichirus; e, Karumballichirus; f, Audacallichirus; g, h, Glypturus; i, Corallianassa. Maxilliped 3: j, Mocallichirus; k, Glypturoides; l, Karumballichirus; m, Thailandcallichirus; n, Calliapagurops. Male major pereopod 1: o, Glypturus; p, Thailandcallichirus; q, Corallianassa; r, Mucrollichirus; s, Karumballichirus; t, Glypturoides; u, Laticallichirus. Minor pereopod 1: v, Balsscallichirus; w, Laticallichirus. Original illustrations: c, Mocallichirus mocambiquensis, UF 13986; d, r, Mucrollichirus mucronatus, MNHN-IU-2013-2777.
Figure 10 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 10. Diagnostic characters for genera of Callianassidae. Pereopod 3: a, Lipkecallianassa; b, Scallasis; c, Spinicallianassa; d, Jocullianassa. Male pleopod 1: e, Caviallianassa. Male pleopod 2: f, Caviallianassa; g, Poti. Original illustration: e, f, Caviallianassa FP-11, UF 29204.
Figure 7 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 7. Diagnostic characters for genera of Callianassidae. Maxilliped 3: a,Callianassa; b,Caviallianassa; c,Cheramoides; d,Lipkecallianassa; e, Necallianassa; f, Neotrypaea; g, Praedatrypaea; h, Pugnatrypaea; i, Scallasis; j, Spinicallianassa; k, Trypaea; l, Arenallianassa; m, Biffarius. Original illustrations: a, Callianassa; b, Caviallianassa; c, Cheramoides; d, Lipkecallianassa; e, Necallianassa; m, Biffarius delicatulus, NHMW 25542.
Figure 8 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 8. Diagnostic characters for genera of Callianassidae. Male major cheliped: a, Cheramus; b, Fragillianassa; c, Coriollianassa; d, e, Biffarius; f, Arenallianassa; g, Caviallianassa; h, Callianassa; i, Cheramoides; j, Filhollianassa; k, Gilvossius. Minor cheliped: l, Cheramoides; m, Neotrypaea. Original illustrations: c, Coriollianassa MOZ-33, MNHN-IU-2008-10314; e, Biffarius biformis, NMV J20793; g, Caviallianassa FP-11, UF 29204; j, Filhollianassa filholi, NMV J62111.
Figure 5 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 5. Diagnostic characters of Anacalliacidae, Anacalliax: a, dorsal anterior carapace, eyestalks, antennules, antennae; b, lateral carapace; c, maxilliped 3; d, male pleopod 1; e, female pleopod 2; f, telson, uropod.
Figure 3 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 3. Diagnostic characters for families of Axiidea. Maxilla: a, Axiidae, Eutrichocheles; b, Callianassidae, Arenallianassa. Maxilliped 1: c, Callichiridae; d, Callianassidae. Maxilliped 3: e, Callianopsidae; f, Anacalliacidae; g, Callianassidae, Callianassa; h, Callianassidae, Caviallianassa. Major cheliped: i, Micheleidae, Tethisea; j, Callianideidae, Callianidea; k, Ctenochelidae, Ctenocheles; l, Ctenochelidae, Gourretia; m, Anacalliacidae. Minor cheliped: n, Ctenochelidae, Ctenocheles; o, Ctenochelidae, Gourretia. Pereopod 3, propodus, dactylus: p, Axiidae, Acanthaxius; q, Strahlaxiidae, Neaxius. Pereopod 5, fingers: r, Ctenochelidae, Ctenocheloides; s, Anacalliacidae. The arrows indicate features of interest. Original illustrations: d, Callianassa subterranea, NMV J16779; h, Caviallianassa FP-11, UF 29204.
Figure 2 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 2. Diagnostic characters for families of Axiidea. Anterior carapace, dorsal: a, Axiidae, Pillsburyaxius; b, Axiidae, Eiconaxius; c, Strahlaxiidae, Neaxius; d, Eucalliacidae, Calliaxina; e, Micheleidae, Tethisea; f, Callianeidae, Callianidea. Carapace, lateral: g, Micheleidae, Michelea; h, Eucalliacidae,Calliaxina. Posterior carapace, pleomeres 1, 2: i, Paracalliacidae; j, Callianassidae. Anterior carapace, branchiostegite, epistome, basal antenna and eyestalk: k, Eucalliacidae, Calliaxina; l, Callichiridae, Callichirus; m, Callichiridae, Lepidophthalmus; n, Callianassidae, Coriollianassa; o, Callianassidae, Biffarius. Original illustrations: i, Paracalliax bollorei, MNHN Th1517; k, Calliaxina sakaii, ULLZ; l, Callichirus islagrande, ULLZ; m, Lepidophthalmus richardi, ULLZ; n, Coriollianassa coriolisae, MNHN-IU-2014-18276; o, Biffarius biformis.
Figure 1 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 1. Earliest published figures of callianassids. Clockwise: Cancer candidus Olivi, 1792, pl. 3 fig. 3; Astacus tyrrhenus Petagna, 1792, pl. 5 fig. 3; Cancer (Astacus) subterraneus Montagu, 1808, pl. 3 figs 1, 2.
Figure 12 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 12. Diagnostic characters for genera of Callianopsidae. Carapace: a, Bathycalliax. Pleomere 6: c, Callianopsis. Maxilliped 3: c, Bathycalliax.
Figure 4 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 4. Diagnostic characters for families of Axiidea. Female pleopod 1: a, Eucalliacidae, Paraglypturus; b, Paracalliacidae. Female pleopod 2: c, Paracalliacidae; d, Eucalliacidae,Calliax; e, Eucalliacidae, Calliaxina; f, Callichiridae; g, Callianassidae. Male pleopod 1: h, i, Callichiridae; j, Callianassidae. Male pleopod 2: k, Ctenochelidae, Ctenocheles; l, Eucalliacidae, Eucalliax; m, Eucalliacidae, Calliaxina; n, Eucalliacidae, Paraglypturus. Pleopod 3: o, Axiidae, Marianaxius; p, Strahlaxiidae, Neaxiopsis; q, Callichiridae. Pleomere 6, uropod, telson: r, Ctenochelidae, Gourretia; s, Ctenochelidae, Paragourretia; t, Eucalliacidae, Calliaxina; u, Eucalliacidae, Eucalliax; v, Callianassidae; w, Anacalliacidae; x, Callianopsidae. Arrows indicate features of interest. Original illustrations: s, Eucalliax quadracuta, NHMW 25916; w, Anacalliax agassizi MNHN Th1206.
Figure 16 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 16. Diagnostic characters for genera of Ctenochelidae. Pleon (suture between pleomeres 2 and 3 indicated): a, Ctenocheles; b, Ctenocheloides. Pleomere 6, telson, uropod: c, Dawsonius; d, Gourretia; e, Paragourretia; f, Laurentgourretia. Rostrum, eyestalks, antennules, antennae: g, h, Ctenocheles; i, Ctenocheloides; j, k, Laurentgourretia. Original illustrations: f, j, k, Laurentgourretia rhopalommata, MNHN-IU-2014-11417.
Figure 11 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 11. Diagnostic characters for genera of Callianassidae. Pleomere 6, telson, uropod: a, Arenallianassa; b, c, Caviallianassa (uropod in detail); d, e, Cheramoides (with pleomere 6 lateral); f, Gilvossius; g, Lipkecallianassa; h, Necallianassa; i, Neotrypaea californiensis; j, N. petalura; k, Notiax; l, Poti; m, Paratrypaea; n, Praedatrypaea; o, Pugnatrypaea; p, Tastrypaea. Original illustrations: a, Arenallianassa arenosa, NMV J31887; b, c, Caviallianassa FP-11, UF 29204; d, e, Cheramoides marginata, MNHN-IU-2016-2462; i, Neotrypaea californiensis, NMV J20600; i, N. petalura, NMV J59981; k, Notiax brachyophthalma, NMV J58880; m, Paratrypaea maldivensis, UF 28781.
Figure 20 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 20. Diagnostic characters for Paracalliacidae, Paracalliax bollorei: a, posterior carapace, pleomeres 1, 2; b, telson, uropod; c, maxilliped 3; d, e, female pleopods 1, 2.
Figure 15 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 15. Diagnostic characters for genera of Callichiridae. Male pleopod 1: a, Mocallichirus mocambiquensis; b, Balsscallichirus balssi; c, B. pixii; d, Corallianassa martensi; e, C. xutha; f, Glypturus armatus; g, Lepidophthalmus eiseni; h, L. madagassus; i, Neocallichirus raymanningi; j, N. vigilax. Male pleopod 2: k, Glypturus armatus; l, Corallianassa coutierei; m, Grynaminna tamakii; n, Michaelcallianassa indica. Female pleopod 2: o, Balsscallichirus balssi; p, Laticallichirus grandis. Original illustrations: a, Mocallichirus mocambiquensis, UF 13986; j, Neocallichirus vigilax MNHN-IU-2015-7072.
Figure 19 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 19. Diagnostic characters for genera of Eucalliacidae. Maxilliped 3: a, Calliaxina punica; b, C. SA-01; c, Andamancalliax; d, Eucalliaxiopsis; e, Pseudocalliax; f, Calliax. Male pleopod 1: g, h, Calliaxina bulimba; i, C. kensleyi; j, C. SA-01; k, C. punica; l, C. sakaii; m, Eucalliaxiopsis panglaoensis; n, E. mcilhennyi; o, p, E. inaequimana; q, Calliax; r, Pseudocalliax; s, Paraglypturus. Male pleopod 2: t, Calliaxina; u, v, Paraglypturus; w,Eucalliax; x,Eucalliaxiopsis. Female pleopod 2, y,Paraglypturus: z, Calliax; z', Calliaxina. Female pleopod 3: z'',Paraglypturus. Original illustrations: b, i, Calliaxina SA-01, UF 36699; g, C. bulimba, MNHN-IU-2013-7097; h, C. bulimba, NMV J71686; w, Eucalliax quadracuta, NHMW 25916; o, Eucalliaxiopsis inaequimana, MNHN-IU-2013-10008; p, E. inaequimana, UF 16512; e, r, Pseudocalliax tooradin NMV J303; u, v, Paraglypturus calderus, MNHN Th1416.
Figure 9 in A new classification of Callianassidae and related families (Crustacea: Decapoda: Axiidea) derived from a molecular phylogeny with morphological support
Figure 9. Diagnostic characters for genera of Callianassidae. Male major cheliped: a, Jocullianassa; b, Notiax; c, Necallianassa; d, Neotrypaea; e, f, Paratrypaea; g, Rayllianassa; h, Rudisullianassa; i, Scallasis; j, Spinicallianassa; k, Tastrypaea. Minor cheliped: l, Jocullianassa; m, Rudisullianassa.
Data for "Superphot+: Realtime Fitting and Classification of Supernova Light Curves"
<p>This is the dataset and static code base associated with the paper: "Superphot+: Real-Time Fitting and Classification of Supernova Light Curves". The contents are as follows:</p> <ul> <li>superphot-plus-v0.0.7.tar: Superphot+ code base downloaded at time of paper submission. Static copy of the Github repo: https://github.com/VTDA-Group/superphot-plus -- This version corresponds to commit: 956b5d555f58800c01a74b3977e0a3b5476ea9cd and tag v0.0.8.</li> <li>dataset_spec_pruned.csv: Spectroscopic dataset pruned according to Table 1 of the paper.</li> <li>dataset_phot_final.csv: Photometric dataset (without spectroscopic labels) pruned according to Section 2 of the paper. Label and probability columns are values from the ALeRCE-SN classifier.</li> <li>model_0.pt: One of the 10 (redshift-independent) LightGBM models trained for 5-way SN classification.</li> <li>model_0.yaml: Configuration file associated with model_0.pt.</li> <li>model_z_0.pt: Same as model_0.pt, but trained using redshift information.</li> <li>model_z_0.yaml: Configuration file associated with model_z_0.pt.</li> <li>early_phase_classifier_0.pt: Same as model_0.pt, but trained only using early-phase light curve features. Tailored for realtime classification.</li> <li>early_phase_classifier_0.yaml: Configuration file for early_phase_classifier_0.pt.</li> <li>probs_concat.csv: Spectroscopic set's classification results without using redshift information.</li> <li>probs_z_concat.csv: Spectroscopic set's classification results using redshift information.</li> <li>probs_photometric_v2.mrt: Superphot+'s probabilities for the photometric set without using redshift information. Updated to correct for missing IAU names.</li> </ul>
Data from: Genomic data provide insights into the classification of extant termites
<p>The higher classification of termites requires substantial revision as the Neoisoptera, the most diverse termite lineage, comprise many paraphyletic and polyphyletic higher taxa. Here, we produced an updated termite classification using genomic-scale analyses. We reconstructed phylogenies under diverse substitution models with ultraconserved elements analyzed as concatenated matrices or within the multi-species coalescence framework. Our classification is further supported by analyses controlling for rogue loci and taxa, and topological tests. We show that the Neoisoptera are composed of seven family-level monophyletic lineages, including the Heterotermitidae Froggatt, Psammotermitidae Holmgren, and Termitogetonidae Holmgren, raised from subfamilial rank. The species-rich Termitidae are composed of 18 subfamily-level monophyletic lineages, including the new subfamilies Crepititermitinae, Cylindrotermitinae, Forficulitermitinae, Neocapritermitinae, Protohamitermitinae, and Promirotermitinae, and the revived Amitermitinae Kemner, Microcerotermitinae Holmgren, and Mirocapritermitinae Kemner. Building an updated taxonomic classification on the foundation of unambiguously supported monophyletic lineages makes it highly resilient to potential destabilization caused by the future availability of novel phylogenetic markers and methods. The taxonomic stability is further guaranteed by the modularity of the new termite classification, designed to accommodate as-yet undescribed species with uncertain affinities to the herein delimited monophyletic lineages in the form of new families or subfamilies.</p>
Assessment of risk and vulnerability to disasters by field protocols and classification trees: an analysis of the Municipal Risk Reduction Plans (MRRP) of São Bernardo do Campo and Franco da Rocha (2020-2021), in Brazil
<p><span>Most disaster risk assessment methodologies were developed by natural science professionals. The UN Sendai Framework confirms the need to include these methods as interweaving complex networks of socially vulnerable financial processes, especially in developing countries. This work aimed to analyze the experience of including social vulnerability information in field protocols of the Municipal Risk Reduction Plans (MRRP) of São Bernardo do Campo and Franco da Rocha (2020-2021). A georeferenced database was structured with data from field protocols on risk sectors and then the relationship between vulnerability and risk was analyzed using the classification tree method. The results show that the geotechnical and social vulnerability variables relevant to risk attribution are largely overlapping over the sectors, but that the integrated analysis of the two dimensions allows a better interpretation of the risk level. However, the models with information from field protocols cannot replace a broader holistic assessment by the specialist in the field. Finally, qualitative reflections are made on the limitations and potential of including aspects of vulnerability in the specific case study.</span></p>
FIGURE 6. Classification Tree results and predictions for the five fossil localities. A in What are the best modern analogs for ancient South American mammal communities? Evidence from ecological diversity analysis (EDA)
FIGURE 6. Classification Tree results and predictions for the five fossil localities. A) Results and predictions for CT1, vegetative cover. B) Results and predictions for CT2, biogeographic realm. Abbreviations: LV, La Venta; QH, Quebrada Honda; RU, Rümikon; SC, Santa Cruz; TG, Tinguiririca.
ScienceDex guides
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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.