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Figure 13. Humeral lunule grading system. 0 in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 13. Humeral lunule grading system. 0 to 3 refers to increasing size of humeral lunule: A. 0 (absent). B. 1. C. 2. D. 3 (largest).
Figure 16. Connection between subapical and apical dots grading system. 0 in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 16. Connection between subapical and apical dots grading system. 0 to 3 refers to connection between sub apical dot and apical dot: A. 0 (widely separate). B. 1 (separate). C. 2 (thin connection). D. 3 (broadly connected).
Figure 23 in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 23. Map of western United States and Canada showing know locals of C. d. decemnotata (blue star), C. d. meriwetheri (orange square), C. d. bonnevillensis (red triangle) and C. d. montevolans (olive green outlined circle). Shaded area represents the approximate size and location of Pleistocene Lake Bonneville.
Figure 10. Proepisternal color. A. Cicindela d in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 10. Proepisternal color. A. Cicindela d. decemnotata, male, "ID: Freemont Co., Targhee Nat. Forrest, 18- V-2007" (MGKC). B. Cicindela d. decemnotata, male, "MT: Broadwater Co., SE of Canyon Ferry Res., 7-V-2007" (MGKC)
Figure 20 in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 20. Haplotype networks recovered by statistical parsimony at the 5-step level. Empty circles represent intermediate haplotypes that were not present in the sample, and each bar illustrates a single mutational step relating two haplotypes, and changes of ambiguous significance and marked (*). Taxon names are based on identification by origin and morphology. Bars and taxa are color-coded according to match groups of sister species and subspecies of C. decemnotata postulated from morphology.
Figure 9. Cicindela d. montevolans. A in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 9. Cicindela d. montevolans. A. Male, "UT: Cache Co, Swan Flat Rd. W of Hwy 89, 19-V-2007" (MGKC). B. Male, "UT: Cache Co, Swan Flat Rd. W of Hwy 89, 19-V-2007" (MGKC). C. Female, "UT: Cache Co, Swan Flat Rd. W of Hwy 89, 19-V-2007" (MGKC). D. Habitat: south side of Hwy 89 west of Swann Flat Rd, Cache Co., UT, May 2007. Scale bar = 5mm for A–C.
Figure 7. Cicindela d. bonnevillensis. A in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 7. Cicindela d. bonnevillensis. A. Female, "UT: Tooele County: Dugway Proving Grounds, 10-V-2009" (MGKC). B. Female, "UT: Tooele County: Dugway Proving Grounds, 10-V-2009" (MGKC). C. Male, "UT: Tooele County: Delle, 9-X-2010" (MGKC). Scale bar = 5mm for all.
Figure 5. Cicindela d. meriwetheri adult habitus. A in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 5. Cicindela d. meriwetheri adult habitus. A. Female, "WA: Walla Walla Co., Hwy 12 E of Hwy 730, 3-X- 2003" (MGKC). B. Female, "WA: Grant Co., Grand Coulee Airport, 19-III-2010" (MGKC). C. Male, "USA, WA Walla Walla Co., Hy 12-2 mi E Hy 730 (Wallula Jct). 4-X-1991" (DWBC). D. Male, "BC: 5 mi S Penticton, 13-IV-2008" (CBKC). E. Female. "BC: 5 mi S Penticton, 13-IV-2008" (CBKC). F. Male, "BC: 5 mi S Penticton, 13-IV-2008" (CBKC). Scale bar = 5mm for all.
Figure 4. Cicindela d. decemnotata adult habitus. A in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 4. Cicindela d. decemnotata adult habitus. A. Female, "UT: Sevier Co., Hwy 50, NW of Salina, 5-V-2011" (MGKC). B. Male, "UT: Sevier Co., Hwy 50, NW of Salina, 5-V-2011" (MGKC). C. Male, "UT: Sevier Co., Hwy 50, NW of Salina, 5-V-2011" (MGKC). D. Habitat: S, Hwy 50, NW of Salina, Sevier Co., UT, 5-V-2011. Scale bar = 5mm for A–C.
Figure 3. Cicindela d. decemnotata adult habitus. A in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 3. Cicindela d. decemnotata adult habitus. A. Female, "CO: Grand Co., RT 36 Lake Granby, 27-V-1994" (CSUC). B. Male, "MT: Yellowstone Co., NE of Billings, 28-IV-2008" (MGKC). C. Female, "MT: Jefferson, June 12, 1924" (MTEC). D. Male," Jefferson, Colo, June 20, 1918" (USNM). E. Female, "Idaho Bonneville Co. Willow Creek Ririe Dam, 5 mi SE Ririe 30-V-1975" (BYUC) F. Female, "6 mi SE Malta, IDA Cassia Co. IV-30-71" (UIDC). Scale bar = 5mm for all.
Figure 6. Cicindela d. meriwetheri. A. and B in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 6. Cicindela d. meriwetheri. A. and B. Habitat and adult: Grand Coulee Airport, Grant Co., WA, 19-III- 2010. C. Adult: Grand Coulee Airport, Grant Co., Washington, 8-IX-2011.
Figure 22 in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 22. Seasonality of C. decemnotata populations based on collection records, C. d. decemnotata (blue line), C. d. bonnevillensis (red line) and C. d. montevolans (olive green line).
Figure 1. Cicindela d. decemnotata adult habitus. A. Adult, 15 in A morphological and mtDNA analysis of the badlands tiger beetle, Cicindela (s. str.) decemnotata Say, 1817 (Coleoptera: Carabidae: Cicindelinae) with the description of three new subspecies C. Barry Knisley
Figure 1. Cicindela d. decemnotata adult habitus. A. Adult, 15 mi. NE of Billings, Yellowstone Co., MT, 24-IV- 2011. B. Male, "CO: Garfield Co., RT 139, 2-VI-1991" (CSUC). C. Male, "WY: Big Horn Co., Lovell LTA, 02-IX-2000" (CSUC). D. Male, "ID: Caribou Co., N. of Canyon Rd., 30-VI-2007" (MGKC). Scale bar = 5mm for B–D.
TINKER_WP5_TIGER-Ink production process_131223
<p>The diagram illustrates the development of two systems: insulating inkjet ink and heat conductive ink. Both types of inks are based on different acrylate based monomers and oligomers. As both inks are UV-LED curable they contain mainly phosphine-oxide based photo-initiators. The heat conductive inks also contain Boron nitrate in the form of heat conducting nanoparticles. The grinding part is only valid for the BN-based heat conductive inks.</p>
Figs 3–12 in New additions to the fauna of tiger beetles (Coleoptera: Cicindelidae) of Vietnam
Figs 3–12. Neocollyris (Leptocollyris) spp., males: 3–7 – habitus, dorsal view; 8–12 – labrum; 3, 8 – N. (L.) rogeri; 4, 9 – N. (L.) discretegrossesculpta; 5, 10 – N. (L.) restricta; 6, 11 – N. (L.) linearis linearis; 7, 12 – N. (L.) gomii, holotype.
Figs 13–22 in New additions to the fauna of tiger beetles (Coleoptera: Cicindelidae) of Vietnam
Figs 13–22. Neocollyris (Leptocollyris) spp., males: 13–17 – pronotum, dorsal view; 18– 22 – aedeagus, left lateral view; 13, 18 – N. (L.) rogeri; 14, 19 – N. (L.) discretegrossesculpta; 15, 20 – N. (L.) restricta; 16, 21 – N. (L.) linearis linearis; 17, 22 – N. (L.) gomii, holotype.
Figures 1–6. Micromentignatha geberti new species. 1 in Micromentignatha geberti, a new tiger beetle species from Australia (Coleoptera: Cicindelidae)
Figures 1–6. Micromentignatha geberti new species. 1) Habitus, holotype male. Scale = 5 mm. 2–3) Labrum. Scale = 1 mm. 2) Holotype male. 3) Paratype female. 4–5) Left elytron. Scale = 1 mm. 4) Holotype male. 5) Paratype female. 6) Aedeagus, left lateral view, holotype. Scale = 1 mm.
Data on rainforest birds from line transect surveys in the Kalakad - Mundathurai Tiger Reserve, Tamil Nadu, India
<p>This dataset contains data on rainforest bird communities collected along line transects in Kalakad - Mundanthurai Tiger Reserve, Tamil Nadu, India, as part of doctoral research leading up to the following thesis:<br>Raman, T. R. S. 2001. Community ecology and conservation of mid-elevation tropical rainforest bird communities in the southern Western Ghats, India. PhD thesis, Indian Institute of Science, Bangalore.<br><br>Part of the data (from transects T2 and T3, in particular) was used in the following publication:<br>Raman, T. R. S. 2003. Assessment of census techniques for inter-specific comparisons of tropical rainforest bird densities. <em>Ibis</em> 145: 9-21. <a href="http://doi.org/10.1046/j.1474-919X.2003.00105.x">http://doi.org/10.1046/j.1474-919X.2003.00105.x</a><br><br>The Raman (2003) publication also uses bird point count data (from T2 and T3) available in a related dataset: <br>Raman, T. R. S., Mudappa, D., Jeganathan, P., Joshi, N. V., Sukumar, R. 2022. Data on bird communities and vegetation in relation to altitude and habitat alteration in the Kalakad - Mundanthurai Tiger Reserve, Tamil Nadu, India. Dryad, Dataset, <a href="https://doi.org/10.5061/dryad.41ns1rngj">https://doi.org/10.5061/dryad.41ns1rngj</a></p> <p>GEOGRAPHICAL AREA: Kalakad-Mundathurai Tiger Reserve (KMTR), 895 km² sanctuary located between 8°25′ to 8°53′ N and 77°10′ to 77°35′ E in Tamil Nadu state in the Western Ghats mountain range of India.</p> <p>TAXONOMIC SCOPE: Birds, mammals</p> <p>ACKNOWLEDGEMENT: I am grateful to P. Pavithra for help with data entry and compilation.</p>
Data from: A new population record of Critically Endangered Dipterocarpus bourdillonii Brandis from the Anamalai Tiger Reserve, Tamil Nadu
<p><strong>This dataset is based on the following manuscript/publication:</strong><br> Page, N., S. Kasinathan, K. Bhat, G. Moorthi, T. Sundarraj, Divya Mudappa, and T. R. S. Raman (2022). A new population record of Critically Endangered <em>Dipterocarpus bourdillonii</em> Brandis from the Anamalai Tiger Reserve, Tamil Nadu. <em>Journal of Threatened Taxa</em> 14(8): 21651–21659. https://doi.org/10.11609/jott.7860.14.8.21651-21659</p> <p>Please refer to the README.txt file included with the dataset for complete details and usage notes.</p> <p><strong>Geographic Coverage:</strong><br> Location/Study Area: Valparai Plateau, Tamil Nadu, India; Anamalai Tiger Reserve, Tamil Nadu, India<br> GPS coordinates: Valparai Plateau (0°15'- 10°22'N, 76°52'-76°59'E); Anamalai Tiger Reserve (10°12'-10°35'N, 76°49'-77°24'E)</p> <p><strong>Temporal Coverage:</strong><br> Begins: 2020-10-01 (Year, Month, Day)<br> Ends: 2022-05-31 (Year, Month, Day)</p> <p><strong>Funding:</strong><br> Fondation Franklinia<br> AMM Murugappa Chettiar Research Centre<br> Rohini Nilekani Philanthropies</p> <p><strong>Dataset:</strong></p> <p>The dataset includes 7 files: 1 text file (<strong>README.txt</strong>), 5 data files in comma-delimited format (CSV), and 1 KML file of seven survey routes. Details of content of each CSV data file are provided below. The following files are included:<br> <strong>README.txt:</strong> Usage notes and metadata related to the dataset<br> <strong>1_Surveys_ver2.csv:</strong> Details of trails covered where Dipterocarpus bourdillonii was recorded during the survey<br> <strong>2_Focal_tree_data_ver2.csv:</strong> Details of focal trees of Dipterocarpus bourdillonii<br> <strong>3_Tree_centred_PCQ_ver2.csv: </strong>Data from point-centred quarter (PCQ) plots sampled with focal trees at the centre<br> <strong>4_Plant_checklist_ver2.csv:</strong> Checklist of plants (mainly trees) recorded on survey trails<br> <strong>5_Seed_fruit_ver2.csv:</strong> Measurements of fruits and seeds of Dipterocarpus bourdillonii<br> <strong>06_Dipterocarpus_bourdillonii_survey_trails.kml:</strong> This file includes the GPS tracks of the seven survey trails in KML format.</p> <p>Details and data available in the columns in each of the above CSV files and the KML file are explained below.</p> <p><strong>1_Surveys_ver2.csv</strong><br> Column: Description<br> Date: Date on which the survey was done<br> Place: Name of the place where the focal tree is located. e.g., Candura, Manamboli, Iyerpadi etc<br> Route_description:Description of place or route covered<br> Trail: Name of the tree survey trail<br> Trail_distance: Distance covered on the trail in kilometres (km)<br> Track_filename_kml: Name of the file with GPS track of survey trail/route, where available, in KML format<br> Observers: Names of observers who took measurements and filled datasheet during survey<br> Remarks: Notes and additional information</p> <p><strong>2_Focal_tree_data_ver2.csv</strong><br> Column: Description<br> FT_ID: Unique numeric linking ID of each focal tree (NA for 3 individuals found in plots around other focal trees)<br> Species: Focal tree species<br> Date: Date on which the survey was done<br> Place: Name of forest range (Manamboli)<br> Waypoint: Unique location waypoint number for the focal tree and GPS instrument used<br> Time: Time when the focal tree's data was collected<br> Location: Landmark where the focal tree is located (NA, if not available)<br> Latitude: Latitude of the focal tree (decimal degrees N)<br> Longitude: Longitude of the focal tree (decimal degrees E)<br> Elevation: Elevation of the focal tree from sea-level in metres<br> Slope: Slope at focal tree location assessed with Clinometer, categorised as Flat, Gentle, Moderate, or Steep (NA, if not available)<br> ID_Notes: Any obvious signs with which to identify focal tree (NA, if not available)<br> Phenophase: Phenophase of the focal tree viz. leaf flush, buds/flowers, fruits (NA, if not available)<br> GBH: Girth of the focal tree in cm, at 1.3m from ground; measured from the higher side if tree is on slope<br> Tree_ht: Focal tree's height in m (NA, if not available)<br> Canopy_ht: Height of canopy in m where the focal tree is located (NA, if not available)<br> Substrate: Substrate where focal tree is standing viz. Earth, Rock, Streamside, Other (NA, if not available)<br> Invasives: List of invasive plant species present within 5 m radius around the focal tree (NA, if not available)<br> Stature: Stature of the focal tree relative to its surroundings (NOT of the species in general) categorised as Understorey, Mid, Canopy, Emergent (NA, if not available)<br> Relatively: Relative height of focal tree in relation to other trees within 10 m radius categorised as Shorter than most, Taller than most, Same height as most (NA, if not available)<br> Deadwood: Estimated percentage of deadwood present on the tree in 4 classes of <25%, 26-50%, 51-75%, 76-100% (NA, if not available)<br> Damage: Observed damages such as Main trunk broken, Branches broken, Hollow at base, Gaping cavity, Infected, Dried leaves (as on a dead branch) (NA, if not available)<br> Shape: Canopy shape of the focal tree (not species in general) categorised as Spreading, Oval, Fan, Column, Cone (NA, if not available)<br> Closure: Canopy closure due to foliage visually estimated standing next to trunk of focal tree and looking up, categorised as 0% (only sky and leafless branches visible), 1-25%, 26-50%, 51-75%, 76-100% (NA, if not available)<br> Seedlings: Count of conspecific seedlings (stems of girth at breast height <10 cm) around the focal tree in a 5 m radius (NA, if not available)<br> Saplings: Count of conspecific saplings (stems of girth at breast height 10-30 cm) around the focal tree in a 5 m radius (NA, if not available)<br> Trees: Count of conspecific trees (stems of girth at breast height >30 cm) around the focal tree in a 5 m radius (NA, if not available)<br> Remarks: Notes and additional information (NA, if not available)</p> <p><strong>3_Tree_centred_PCQ_ver2.csv</strong><br> Column: Description<br> FT_ID: Unique numeric linking ID of each focal tree in point-centred quarter (PCQ) plot<br> Focal_tree: Scientific name of focal tree species at the centre of the PCQ plot<br> Species: Scientific name of tree species recorded in PCQ plot around focal tree<br> GBH (cm): Girth of PCQ tree in cm, at 1.3 m from ground; measured from the higher side if tree is on a slope. Main stem only.<br> Distance: Distance from focal tree, in m; measured from the approximate centre of bole to centre of bole and not bark to bark<br> Multistem: NA if single-stemmed; if multi-stemmed, then GBH of additional stems given as notes.</p> <p><strong>4_Plant_checklist_ver2.csv</strong><br> Column: Description<br> Date: Date on which the survey was done<br> Place: Name of the place where the focal tree is located. e.g., Candura, Manamboli, Iyerpadi etc<br> Route: Route of the tree survey trail<br> Checklist_species: Scientific name of tree species observed as present along trail and within 10 m on either side<br> Remarks: Notes and additional information</p> <p><strong>5_Seed_Fruit_ver2.csv</strong><br> Column: Description<br> Sample: Serial number of sample of single winged fruit measured<br> Species: Scientific name of tree species<br> No_Seeds: Unit number of seed measured<br> Fresh_fruit_weight_g: Weight of each fruit measured on an Ohaus scale in grams<br> Nut_length_cm: Length of nut along the longitudinal axis in cm<br> Nut_width_1_cm: Width of nut in cm measured along axis perpendicular to nut length<br> Nut_width_2_cm: Width of nut in cm measured along axis perpendicular to nut length and nut width 1<br> Wing1_length_cm: Length of longer wing (sepal) in cm<br> Wing1_width_cm: Width of longer wing (sepal) in cm<br> Wing2_length_cm: Length of shorter wing (sepal) in cm<br> Wing2_width_cm: Width of shorter wing (sepal) in cm</p> <p><strong>06_Dipterocarpus_bourdillonii_survey_trails.kml</strong><br> This file includes the GPS tracks of the following seven trails in KML format:<br> 2021-01-30_Anali-Ayyankulam-Manamboli (Trail-2)<br> 2021-03-26_Ayyankulam (Trail-4)<br> 2021-04-10_Ayyankulam Parai (Trail-5)<br> 2022-03-07_Ayyankulam Parai to Ayyankulam_leftbank (Trail-8)<br> 2022-03-07_Ayyankulam Parai to Ayyankulam_rightbank (Trail-9)<br> 2022-03-09_Manamboli PH_leftbank (Trail-10)<br> 2022-03-09_Manamboli PH_rightbank (Trail-11)</p>
Mammal occurrence records (2015-18) in the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India
<p>This dataset contains Mammal occurrence records (2015-18) in the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India. It includes a few occurrence records of other chordates. Occurrence records were gathered in the field by researchers of the Nature Conservation Foundation, India, using a mobile data collection application. Suggested citation is:<br> Nature Conservation Foundation (2022). Mammal occurrence records (2015-18) in the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India. Nature Conservation Foundation, India. Dataset, Zenodo. DOI:<br> <br> CONTACT #1<br> 1. Name: T. R. Shankar Raman<br> 2. Work Address: Nature Conservation Foundation, 1311, 12th A Main, Vijayanagar 1st Stage, Mysuru 570017, Karnataka, India<br> 3. Work Phone: +91 821 2515601<br> 4. Email address: trsr@ncf-india.org<br> 5. ORCID: https://orcid.org/0000-0002-1347-3953</p> <p>CONTACT #2<br> 1. Name: Divya Mudappa<br> 2. Work Address: Nature Conservation Foundation, 1311, 12th A Main, Vijayanagar 1st Stage, Mysuru 570017, Karnataka, India<br> 3. Work Phone: +91 821 2515601<br> 4. Email address: divya@ncf-india.org<br> 5. ORCID: https://orcid.org/0000-0001-9708-4826</p> <p>Keywords: tropical rainforest, plantations, Anamalai Hills, animal distribution, </p> <p>Geographic Coverage:<br> 1. Location/Study Area: Valparai Plateau, Tamil Nadu, India; Anamalai Tiger Reserve, Tamil Nadu, India<br> 2. GPS coordinates: Valparai Plateau (10°15'- 10°22'N, 76°52' - 76°59'E); Anamalai Tiger Reserve (10°12' - 10°35'N, 76°49' - 77°24'E)</p> <p>Temporal Coverage:<br> 1. Begins: 2015-01-01 (Year, Month, Day)<br> 2. Ends: 2018-10-31 (Year, Month, Day)</p> <p>Besides this 000_README.txt file, the dataset includes 326 images (photographs) and three comma-delimited text (csv) files as explained below:</p> <ol> <li>001_valparai_mammals.csv -- raw data file from the mobile app (columns are self-explanatory)</li> <li>002_valparai_mammals.csv -- raw data file of linked images from the mobile app (columns are self-explanatory)</li> <li>003_mammal_occurrence_zenodo_2015-18.csv -- curated and compiled dataset with the following columns:</li> </ol> <ul> <li>observation_id: unique id given to a record (corresponds to fulcrum_id in raw data set) observation</li> <li>latitude: latitude in decimal degrees N (WGS 84 datum)</li> <li>longitude: longitude in decimal degrees E (WGS 84 datum)</li> <li>date_: date of observation</li> <li>time: time of observation</li> <li>place: locality name</li> <li>type_of_observation: type of observation indicating whether it was sighting, sign (based on Vocalisation/call, track/pugmark, scat/dung), death, electrocution, roadkill</li> <li>notes: general notes and remarks including number of individuals where available</li> <li>photo: reference id of corresponding photograph (as in the jpg filename)</li> <li>gps_altitude: altitude in metres estimated by the phone GPS</li> <li>gps_horizontal_accuracy: horizontal accuracy in metres estimated by the phone GPS (set at 500 m in a few cases where GPS location was assigned based on locality name)</li> <li>verbatimIdentification: taxon name as noted originally</li> <li>scientificName: scientific name (or Family in a few cases)</li> <li>vernacularName: common or English name</li> <li>recordedBy: names of observers (separated by | )</li> <li>georeferenceRemarks: remarks on georeference</li> <li>occurrenceID: unique occurrence ID assigned to each taxon (recorded under an observation_id)</li> </ul>
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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.
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.