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6,771 results for “freshwater”
Fig. 12 in Freshwater Shrimps Of The Family Atyidae (Crustacea: Decapoda: Caridea) From Peninsular Malaysia And Singapore
Fig. 12. Caridina excavatoides: A, cephalothorax and cephalic appendages; B, first pereiopod; C, second pereiopod; D, third pereiopod; E, dactylus of fifth pereiopod; F, fifth pereiopod; G, dactylus of fifth pereiopod; H, male first pleopod; I, male second pleopod. Scale bars: A = 1 mm; B–D, F = 0.5 mm; E, G = 0.1 mm, H, I = 0.2 mm. (A–C, H, I, male, cl 2.6 mm; D–G, ovigerous female, cl 2.8 mm; all material from Sungai Besar, Kuantan, Peninsular Malaysia, ZRC).
Data from: Effects of artificial light at night on the leaf functional traits of freshwater plants
<p>Leaf traits measured on three species of submerged aquatic plants (<em>Myriophyllum verticillatum </em>L., <em>Potamogeton coloratus</em> Hornem., and <em>Vallisneria spiralis</em> L.) grown under light pollution at night or in the dark. Details about the protocols and the data collection can be found in the article published in <em>Freshwater Biology</em>.</p>
Microbial 16S rRNA gene (DNA) and transcripts (cDNA) along a boreal soil-freshwater-estuary continuum
<p>This repository stores the processed files of the 16S rRNA sequencing reads (DNA and cDNA) of the La Romaine project, which were processed through the DADA2 pipeline. Files are '.rds' files and/or '.csv' files readable by the open statistical software R. The project is part of the Industrial Research Chair in Carbon Biogeochemistry in Boreal Aquatic systems (CarBBAS Chair) led by Paul A. del Giorgio.</p> <p>Samples were pooled by plate ID and season to be processed by DADA2. The number before each '*_seqtab.rds' file corresponds to a pool. ID details are in "splitdf_new.rds".</p> <p>Raw sequences can be found on SRA under the Bioproject number: PRJNA693020. Intermediate processing files are stored here. And scripts are available on <a href="https://github.com/CarBBAS/Paper_Stadler-delGiorgio_ISMEJ_2021">Github</a>.</p> <p>Files are being uploaded as manuscripts are published.</p> <p>Currently available files:</p> <ul> <li>2015-2017: 16S rRNA gene and transcripts (DNA and cDNA) in spring, summer, autumn (shallow sequencing) <ul> <li>Part of the manuscript: "Terrestrial connectivity, upstream aquatic history and seasonality shape bacterial community assembly within a large boreal aquatic network". The ISME Journal. 2021.</li> </ul> </li> </ul>
Fig. 5. Namkongnaia lemeslei gen. et comb. nov. A. Labels associated with the syntype lot. B in Molecular phylogeny reveals a new genus of freshwater mussels from the Mekong River Basin (Bivalvia: Unionidae)
Fig. 5. Namkongnaia lemeslei gen. et comb. nov. A. Labels associated with the syntype lot. B. Original figure (after Morelet 1875: pl. 14 fig. 1). C–D. Syntype MNHN MP 3150 (photographs by V. Heros and M. Caballer) from Battambang Province, Cambodia. E. Specimen MUMNH-UNI2669. F. Specimen MUMNH-UNI2829 from Kampong Kdei River, Siem Reap Province, Cambodia. Scale bars: 10 mm.
Fig. 2 in Molecular phylogeny reveals a new genus of freshwater mussels from the Mekong River Basin (Bivalvia: Unionidae)
Fig. 2. Time-calibrated tree of the subfamily Gonideinae based on the concatenated alignment dataset of COI + 16S + 28S genes. Nodes present time estimates since the most recent common ancestor (tMRCA) in millions of years ago (Mya). Node bars indicate 95% highest posterior density interval (HPD) of the node ages. Sufficiently supported nodes (BPP> 0.95) are marked with '*'. The geologic time scale is according to the Geological Society of America, 2019.
Fig. 1 in Molecular phylogeny reveals a new genus of freshwater mussels from the Mekong River Basin (Bivalvia: Unionidae)
Fig. 1. Maximum likelihood (ML) tree of the subfamily Gonideinae based on the concatenated dataset of COI + 16S + 28S genes. Bootstrap values from ML and posterior probabilities from Bayesian inference analysis (BI) of the major nodes are listed as ML/BI. Nodes with posterior probabilities of BI ≥ 0.95 and ML bootstrap support values ≥ 70 were considered as sufficiently supported nodes (Huelsenbeck & Hillis 1993; Larget & Simon 1999), and are marked with black circles (supported by both BI and ML), white circles (supported only by BI), or grey circles (supported only by ML).
Fig. 3 in Molecular phylogeny reveals a new genus of freshwater mussels from the Mekong River Basin (Bivalvia: Unionidae)
Fig. 3. Map showing distribution localities of Namkongnaia gen. nov. Boundaries of river basins follow Abell et al. (2008).
A deep learning dataset for underwater object detection of tropical freshwater fish species in northern Australia
<p>This dataset includes 44,112 images with 82,904 bounding box annotations for 23 tropical freshwater fish taxa from northern Australia. </p> <p>Images were derived from Remote Underwater Video (RUV) deployments in deep channel and shallow lowland billabongs, Kakadu National Park, Northern Territory Australia. RUV deployments were conducted during the <a href="https://www.dcceew.gov.au/science-research/supervising-scientist">Supervising Scientists</a> annual fish monitoring program in the 2016, 2017 and 2018 recessional flow period (dry season). More information can be found <a href="https://www.dcceew.gov.au/sites/default/files/documents/ss-atr-2020-21.pdf">here</a>.</p> <ul> <li>All images are in .jpg format and are 1920x1080 in dimension.</li> <li>Bounding box annotations are in COCO format. </li> </ul> <p>Two .zip files are included:</p> <ul> <li><a href="https://zenodo.org/api/files/990412db-e633-4f82-9b32-6990ef439ccd/202210-KakaduFishAI-CompactModel.zip">202210-KakaduFishAI-CompactModel.zip</a>: includes compact model weights in tensorflow format (.pb) trained using Azure's Custom Vision platform. This model is suitable for edge devices due to its reduced size. Code is provided to use the compact model for inferencing. </li> <li> <a href="https://zenodo.org/api/files/990412db-e633-4f82-9b32-6990ef439ccd/202210-KakaduFishAI-TrainingData.zip">202210-KakaduFishAI-TrainingData.zip</a>: includes all images and one COCO (.json) file with annotations. </li> </ul> <p>Fish taxa include: </p> <ol> <li><em>Ambassis agrammus</em></li> <li><em>Ambassis macleayi</em></li> <li><em>Amniataba percoides</em></li> <li><em>Craterocephalus stercusmuscarum</em></li> <li><em>Denariusa bandata</em></li> <li><em>Glossamia aprion</em></li> <li><em>Glossogobius</em> spp.</li> <li><em>Hephaestus fuliginosus</em></li> <li><em>Lates calcarifer</em></li> <li><em>Leiopotherapon unicolor</em></li> <li><em>Liza ordensis</em></li> <li><em>Megalops cyprinoides</em></li> <li><em>Melanotaenia nigrans</em></li> <li><em>Melanotaenia splendida inornata</em></li> <li><em>Mogurnda mogurnda</em></li> <li><em>Nemetalosa erebi</em></li> <li><em>Neoarius</em> spp.</li> <li><em>Neosilurus</em> spp.</li> <li><em>Oxyeleotris</em> spp.</li> <li><em>Scleropages jardinii</em></li> <li><em>Strongylura kreffti</em></li> <li><em>Syncomistes butleri</em></li> <li><em>Toxotes chatareus</em></li> </ol> <p>If you use this data for your own deep learning project we'd love to hear about how you used this dataset: andrew.jansen@environment.gov.au.</p>
Fig. 5 in Gurumon gurumayum, a new genus and new species of freshwater crab (Decapoda: Brachyura: Potamidae) from Arunachal Pradesh, northeastern India
Fig. 5. Map showing India, China and distribution of the species of Gurumon gen. nov., Abormon Mitra, Pati & Ng, 2021, Pararanguna Dai & Chen, 1985, and Potamiscus Alcock, 1909.
Fig. 3 in Gurumon gurumayum, a new genus and new species of freshwater crab (Decapoda: Brachyura: Potamidae) from Arunachal Pradesh, northeastern India
Fig. 3. Gurumon gurumayum gen. et sp. nov., holotype (ZSI-WRC C.2170), ♂ (CW 10.9 × CL 8.8 mm). A. Cephalothorax, dorsal view. B. Third maxilliped (left). C. Thoracic sternites (s1–s7), pleonal somites 3–6 and telson. D. Pleon and telson. E. G1 (left), dorsal view. F. G2 (left). Scale bars: A, C–D = 2 mm; B, E–F = 1 mm.
Fig. 6 in Gurumon gurumayum, a new genus and new species of freshwater crab (Decapoda: Brachyura: Potamidae) from Arunachal Pradesh, northeastern India
Fig. 6. Gurumon gurumayum gen. et sp. nov., paratype (ZSI-WRC C.2171), ♂ (CW 13.3 × CL 9.9 mm), colour in life.
Fig. 2 in Gurumon gurumayum, a new genus and new species of freshwater crab (Decapoda: Brachyura: Potamidae) from Arunachal Pradesh, northeastern India
Fig. 2. Gurumon gurumayum gen. et sp. nov. A–D. Paratype (ZSI-WRC C.2171), ♂ (CW 13.3 × CL 9.9 mm). E–G. Paratype (ZSI-WRC C.2171), ♀ (CW 12.7 × CL 10.0 mm). C. Paratype (ZSI-WRC C.2172), ♀ (CW 12.6 × CL 9.5 mm). A, E, H. Entire animal, dorsal view. B. Mandibular palp, dorsal view. C. Thoracic sternites with G1 and G2 in situ. D. Posterior thoracic sternites (s5–s8). F. Pleonal somites 3–6 and telson. G. Thoracic sternites showing vulvae. Scale bars: A, E, H = 5 mm; C–D, F–G = 2 mm; B = 0.5 mm.
Fig. 4 in Phricotelphusa sukreei, a new species of arboreal freshwater crab (Crustacea: Brachyura: Gecarcinucidae) from Thailand
Fig. 4. Phricotelphusa aedes (Kemp, 1923). A, F, holotype female (25.8 × 18.6 mm) (ZSI C 602/1), Peninsular Thailand; B–D, male (17.5 × 13.2 mm) (ZRC 2012.0215), Peninsular Thailand; E, G, female (19.5 × 15.3 mm) (ZRC 2012.0215), Peninsular Thailand. A, B, overall dorsal view; C, left third maxilliped; D, E, dorsal view of carapace; F, frontal view of cephalothorax; G, female sternopleonal cavity and vulvae.
Fig. 2. a in Updated distribution of the endangered freshwater stingray Urogymnus polylepis in Malaysia, with notes on biology and genetics
Fig. 2. a, Size range (left—weight in kg, right—disc width in cm) by sex for Urogymnus polylepis sighted in Malaysia in comparison with maximum sizes reported from specimens in Thailand (Weight of 600 kg in Monkolprasit & Roberts, 1990; Disc width of 250 cm in Phomikong et al., 2019). b, Number of sightings over period of time and size range of animals sighted in Malaysia.
Fig. 5 in Updated distribution of the endangered freshwater stingray Urogymnus polylepis in Malaysia, with notes on biology and genetics
Fig. 5. COI gene phylogenetic relationships and genetic distance of Urogymnus polylepis and its sister species. The bootstrap values (ML/ Bayesian Inference) are shown at the branches.
Fig. 3. Phricotelphusa sukreei, new species. A–F in Phricotelphusa sukreei, a new species of arboreal freshwater crab (Crustacea: Brachyura: Gecarcinucidae) from Thailand
Fig. 3. Phricotelphusa sukreei, new species. A–F, holotype male (26.7 × 20.2 mm) (ZRC 2021.0815), Peninsular Thailand; G, H, paratype female (27.1 × 20.3 mm) (ZRC 2021.0824), Peninsular Thailand. A, frontal view of cephalothorax; B, male anterior thoracic sternum and pleon; C, male sternopleonal cavity; D, left third maxilliped; E, male pleon; F, right fourth ambulatory leg; G, female pleon; H, female sternopleonal cavity and vulvae.
Fig. 6 in Phricotelphusa sukreei, a new species of arboreal freshwater crab (Crustacea: Brachyura: Gecarcinucidae) from Thailand
Fig. 6. Phricotelphusa aedes (Kemp, 1923), observed in Nakhon Si Thammarat Province, Peninsular Thailand. A, male (22.7 × 17.4 mm) (PSUZC-CRU-0102), Khao Ram Rome, Ron Phibun District, live colouration; B–D, crab observed in Khao Wang Hip, Thung Song District. B, forest habitat; C, tree-hole at habitat where specimen was collected, about 2 metres above the ground; D, foraging crab (not collected), after crawling out of hole.
Fig. 2. Phricotelphusa sukreei, new species. A, B, D in Phricotelphusa sukreei, a new species of arboreal freshwater crab (Crustacea: Brachyura: Gecarcinucidae) from Thailand
Fig. 2. Phricotelphusa sukreei, new species. A, B, D, holotype male (26.7 × 20.2 mm) (ZRC 2021.0815), Peninsular Thailand; C, paratype female (27.1 × 20.3 mm) (ZRC 2021.0824), Peninsular Thailand. A, overall dorsal view; B, C, dorsal view of carapace; D, chelae.
Fig. 1 in Updated distribution of the endangered freshwater stingray Urogymnus polylepis in Malaysia, with notes on biology and genetics
Fig. 1. Updated distribution map of Urogymnus polylepis in Malaysia based on citizen reports and direct sightings between 2011–2021). Blue = published sightings, red = unpublished sightings (see Appendices 3 and 4 for detailed information on individual sightings and river location).
Fig. 4. a in Updated distribution of the endangered freshwater stingray Urogymnus polylepis in Malaysia, with notes on biology and genetics
Fig. 4. a, Butchered female Urogymnus polylepis (disc width ca 190 cm) caught in the waters near Mukah, Sarawak in 2016 together with 4 fully developed pups. b, Underside of one of the pups. c, Butchered male U. polylepis (disc width ca 120 cm) caught in the waters near Sandakan, Sabah in 2018.
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.