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Data and R code for cluster analysis and machine learning modelling of favourite places for outdoor recreation
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Supplementary material 1 from: Zamora-Marín JM, Ruiz-Navarro A, Oficialdegui FJ, Anastácio PM, Miranda R, García-Murillo P, Cobo F, Ribeiro F, Gallardo B, García-Berthou E, Boix D, Medina L, Morcillo F, Oscoz J, Guillén A, Herrero-Reyes AA, Aguiar FC, Almeida D, Arias A, Ayres C, Banha F, Barca S, Biurrun I, Cabezas MP, Calero S, Campos JA, Capdevila-Argüelles L, Capinha C, Carapeto A, Casals F, Chainho P, Cirujano S, Clavero M, Cuesta JA, Deltoro V, Encarnação J, Fernández-Delgado C, Franco J, García-Meseguer AJ, Guareschi S, Guerrero-Gómez A, Hermoso V, López-Cañizares C, López-Soriano J, Machordom A, Martelo J, Mellado-Díaz A, Moreno JC, Olivo del Amo R, Otero JC, Perdices A, Pou-Rovira Q, Quiñonero-Salgado S, Rodríguez-Merino A, Ros M, Sánchez-Gullón E, Sánchez MI, Sánchez-Fernández D, Sánchez-González JR, Soriano O, Teodósio MA, Torralva M, Vieira-Lanero R, Zamora-López A, Oliva-Paterna FJ (2023) A multi-taxa assessment of aquatic non-indigenous species introduced into Iberian freshwater and transitional waters. NeoBiota 89: 17-44. https://doi.org/10.3897/neobiota.89.105994
All data of the recorded NIS
Supplementary material 2 from: Zamora-Marín JM, Ruiz-Navarro A, Oficialdegui FJ, Anastácio PM, Miranda R, García-Murillo P, Cobo F, Ribeiro F, Gallardo B, García-Berthou E, Boix D, Medina L, Morcillo F, Oscoz J, Guillén A, Herrero-Reyes AA, Aguiar FC, Almeida D, Arias A, Ayres C, Banha F, Barca S, Biurrun I, Cabezas MP, Calero S, Campos JA, Capdevila-Argüelles L, Capinha C, Carapeto A, Casals F, Chainho P, Cirujano S, Clavero M, Cuesta JA, Deltoro V, Encarnação J, Fernández-Delgado C, Franco J, García-Meseguer AJ, Guareschi S, Guerrero-Gómez A, Hermoso V, López-Cañizares C, López-Soriano J, Machordom A, Martelo J, Mellado-Díaz A, Moreno JC, Olivo del Amo R, Otero JC, Perdices A, Pou-Rovira Q, Quiñonero-Salgado S, Rodríguez-Merino A, Ros M, Sánchez-Gullón E, Sánchez MI, Sánchez-Fernández D, Sánchez-González JR, Soriano O, Teodósio MA, Torralva M, Vieira-Lanero R, Zamora-López A, Oliva-Paterna FJ (2023) A multi-taxa assessment of aquatic non-indigenous species introduced into Iberian freshwater and transitional waters. NeoBiota 89: 17-44. https://doi.org/10.3897/neobiota.89.105994
Supplementary images
FIGURE 3 in The checklist of Raphiocarpus species (Gesneriaceae, Didymocarpinae) in the flora of Vietnam with the description of a new species, R. bicallosus
FIGURE 3. Raphiocarpus bicallosus, holotype specimen, NHC 20211124004.
FIGURE 33. Bromus dolichocarpus. Pineda R. 603 in A taxonomic revision of Bromus (Poaceae: Pooideae: Bromeae) in México and Central America
FIGURE 33. Bromus dolichocarpus. Pineda R. 603 (MICH-1119227).
FIGURES 2. Cyrilliotermes angulariceps. Soldier. A in Constantino, R. & Carvalho, S. H. C. (2012) A taxonomic revision of the Neotropical termite genus Cyrilliotermes Fontes (Isoptera, Termitidae, Syntermitinae). Zootaxa, 3186, 25-41.
FIGURES 2. Cyrilliotermes angulariceps. Soldier. A, head in profile; B, head in dorsal view; C, tip of frontal tube in profile; D, smaller soldier from another colony. Worker. E, head in dorsal view; F, head in profile.
Fig. 5 in Extended distribution patterns of the Arabian burnet moth Reissita simonyi (R , 1899) (Lepidoptera: Zygaenidae) and the Arabian wall brown Lasiommata felix (W , 1929) (Lepidoptera: Nymphalidae: Satyrinae) in Southern Arabia
Fig. 5: Distribution of Lasiommata felix; the distribution is limited to the western escarpment along the Red Sea
Supplementary material 5 from: Praz C, Müller A, Bénon D, Herrmann M, Neumeyer R (2023) Annotated checklist of the Swiss bees (Hymenoptera, Apoidea, Anthophila): hotspots of diversity in the xeric inner Alpine valleys. Alpine Entomology 7: 219-267. https://doi.org/10.3897/alpento.7.112514
Distance-based tree
Supplementary material 4 from: Praz C, Müller A, Bénon D, Herrmann M, Neumeyer R (2023) Annotated checklist of the Swiss bees (Hymenoptera, Apoidea, Anthophila): hotspots of diversity in the xeric inner Alpine valleys. Alpine Entomology 7: 219-267. https://doi.org/10.3897/alpento.7.112514
Checklist of the Swiss bees and presence of each species in each canton
Supplementary material 3 from: Praz C, Müller A, Bénon D, Herrmann M, Neumeyer R (2023) Annotated checklist of the Swiss bees (Hymenoptera, Apoidea, Anthophila): hotspots of diversity in the xeric inner Alpine valleys. Alpine Entomology 7: 219-267. https://doi.org/10.3897/alpento.7.112514
Locality, collection data and BOLD accession numbers for specimens sequenced in this study
Supplementary material 2 from: Praz C, Müller A, Bénon D, Herrmann M, Neumeyer R (2023) Annotated checklist of the Swiss bees (Hymenoptera, Apoidea, Anthophila): hotspots of diversity in the xeric inner Alpine valleys. Alpine Entomology 7: 219-267. https://doi.org/10.3897/alpento.7.112514
Primers used to amplify and sequence the mitochondrial gene Cytochrome oxidase I
Supplementary material 1 from: Praz C, Müller A, Bénon D, Herrmann M, Neumeyer R (2023) Annotated checklist of the Swiss bees (Hymenoptera, Apoidea, Anthophila): hotspots of diversity in the xeric inner Alpine valleys. Alpine Entomology 7: 219-267. https://doi.org/10.3897/alpento.7.112514
Locality labels from important historical bee collections in Switzerland
FIGURE 2 in Taxonomic delineation of two closely allied Rubus L. (Rosaceae) species with notes on the typification of the name R. fairholmianus
FIGURE 2. Digital image of neotype designated for R. fairholmianus Gard.
Supplementary material 1 from: Ruswanto R, Mardianingrum R, Septian AD, Yanuar A (2023) The design and virtual screening of thiourea derivatives as a Sirtuin-1 inhibitor. Pharmacia 70(4): 1335-1344. https://doi.org/10.3897/pharmacia.70.e108012
The structure and docking results of the 1-benzoyl-3-methylthioureas derivatives
Sequence data processing R script
<p>R script used for processing the 16S Illumina paired end read data using the DADA2 pipeline.</p><p> </p>
Dataset in R format, containing labor force data for a synthetic population
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bipl5: An R Package for Reactive Calibrated Axes PCA Biplots
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Supplementary material 3 from: Luo T, Mao M-L, Lan C-T, Song L-X, Zhao X-R, Yu J, Wang X-L, Xiao N, Zhou J-J, Zhou J (2023) Four new hypogean species of the genus Triplophysa (Osteichthyes, Cypriniformes, Nemacheilidae) from Guizhou Province, Southwest China, based on molecular and morphological data. ZooKeys 1185: 43-81. https://doi.org/10.3897/zookeys.1185.105499
Morphological characters and measurement data
Supplementary material 1 from: Luo T, Chen Z-X, Zhao X-R, Yu J, Lan C-T, Zhou J-J, Xiao N, Zhou J (2023) Balitora anlongensis, the first cavefish species of the genus Balitora (Teleostei, Balitoridae) from Guizhou Province, southwest China. ZooKeys 1185: 21-42. https://doi.org/10.3897/zookeys.1185.108545
List of cavefishes in China
Supplementary material 2 from: Luo T, Chen Z-X, Zhao X-R, Yu J, Lan C-T, Zhou J-J, Xiao N, Zhou J (2023) Balitora anlongensis, the first cavefish species of the genus Balitora (Teleostei, Balitoridae) from Guizhou Province, southwest China. ZooKeys 1185: 21-42. https://doi.org/10.3897/zookeys.1185.108545
Specific primers used to amplify two mitochondrial and three nuclear genes
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.