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39 results for “iNaturalist”
FIGURES 13–18 in Discovery through iNaturalist: new species and new records of oak gall wasps (Hymenoptera: Cynipidae: Cynipini) from Texas, USA
FIGURES 13–18. Druon laceyi sp. nov.. 13. Lateral view of mesosoma. 14. Dorsal view of mesosoma. 15. Tarsal claw. 16. Propodeum. 17. Lateral view of metasoma. 18. Ovipositor tip.
FIGURES 6–12 in Discovery through iNaturalist: new species and new records of oak gall wasps (Hymenoptera: Cynipidae: Cynipini) from Texas, USA
FIGURES 6–12. Druon laceyi sp. nov.. 6. Frontal view of head. 7. Anterolateral view of head. 8. Clypeus. 9. Dorsal view of head. 10. Antenna 11. Closeup of antenna with coeloconica sensillae. 12. Wings.
FIGURES 1–5 in Discovery through iNaturalist: new species and new records of oak gall wasps (Hymenoptera: Cynipidae: Cynipini) from Texas, USA
FIGURES 1–5. Druon laceyi sp. nov.. 1. Quercus laceyi with mature galls. 2. Mature galls with an emergence hole. 3. Cross section of gall showing adult and empty chambers. 4. Live anterodorsal habitus. 5. Lateral habitus of holotype.
Metrics: iNaturalist data coverage
For species, genus and family level taxa.
iNaturalist: iNaturalist Images (deprecated)
<p></p>http://www.inaturalist.org/ is a place where you can record what you see in nature, meet other nature lovers, and learn about the natural world. Images and data published on EOL originate from iNaturalist Research Grade observations.<p></p><p></p>http://www.inaturalist.org/ is a place where you can record what you see in nature, meet other nature lovers, and learn about the natural world. Images and data published on EOL originate from iNaturalist Research Grade observations.
A method for conveying confidence in iNaturalist observations: a case study using non-native marine species
<p>This data and code supports the paper Ackland et al. A method for conveying confidence in iNaturalist observations: a case study using non-native marine species </p>
Table S1: Dataset of the iNaturalist projects analyzed
<p>Database with the 701 iNaturalist projects created for Spain from 2014 to Dec. 2021.</p>
FIGURE 9 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 9. Habitat of Sinothereva shangui gen. et sp. n., Hebei Province: Chengde, Xinglong (Photograph copyright: Shan Gui).
FIGURE 8 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 8. Habitat of Sinothereva shangui gen. et sp. n., Hebei Province: Chengde, Xinglong (Photograph copyright: Shan Gui).
FIGURE 7 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 7. Sinothereva shangui gen. et sp. n., male genitalia. A. epandrium; B. gonocoxites, ventral view; C. same, lateral view; D. aedeagus, lateral view; E. same, dorsal view. Abbreviations: c, cercus; d, distiphallus; da, dorsal apodeme of parameral sheath; gs, gonostylus; h; hypandrium; hy, subepandrial membrane (=hypoproct); igp, inner gonocoxal process; va, ventral apodeme of parameral sheath; vl, ventral lobe of gonocoxite. Scale line= 0.2 mm.
FIGURE 2 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 2. Sinothereva shangui gen. et sp. n., male, photographed in the field, Xinglong, China (Photograph copyright: Shan Gui). (Link: https://www.inaturalist.org/photos/54918833)
FIGURE 1 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 1. Sinothereva shangui gen. et sp. n., male, photographed in the field, Xinglong, China (Photograph copyright: Shan Gui). (Link: https://www.inaturalist.org/photos/54918804)
FIGURE 3 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 3. Sinothereva shangui gen. et sp. n., male, photographed in the field, Xinglong, China (Photograph copyright: Shan Gui). (Link: https://www.inaturalist.org/photos/54919032)
Flora of Russia on iNaturalist backup 2020 Sep 08 (750K + 136K records)
<p>Flora of Russia on iNaturalist backup 2020 Sep 08 (886K records in total). Metadata only and hyperlinks to photos in csv format.</p> <p>The “Flora of Russia” project on iNaturalist brought together professional scientists and amateur naturalists from all over the country. Over 10,000 people participate in data collection. In 20 months, the participants collected 750,000 confirmed and 136,000 unverified photo observations on 6850+ species of the Russian flora. This is the largest dataset of open distributional data on the country’s biodiversity and a leading source of data on the current state of the nation’s flora.</p> <p>We prepared the stable version of the project’s data as of Sep. 08, 2020. We are using 27 columns for further processing out of 66 available columns, since the whole iNaturalist dataset in long-tailed. Column labels and column descriptions are given below (abbreviations: A - automatically generated data (usually from exif files of photos); M - manually inserted data; AM - both options are possible (automatically generated data which could be manually edited):</p> <p>1. id – Unique identifier for the observation (A)</p> <p>2. observed_on_string – Date/time as entered by the observer (AM)</p> <p>3. observed_on – Normalised date of observation (A)</p> <p>4. time_observed_at – Normalised date/time of observation (A)</p> <p>5. time_zone – Time zone of observation (AM)</p> <p>6. user_id – Unique identifier for the observer (A)</p> <p>7. user_login – Username of the observer (A)</p> <p>8. created_at – Date/time observation was created (A)</p> <p>9. updated_at – Date/time observation was last updated (A)</p> <p>10. quality_grade – Quality grade of this observation; "research grade" only for the "Flora of Russia" project and "needs ID" only for the project's backlog (A)</p> <p>11. license – License the observer has chosen for this observation (AM)</p> <p>12. url – URL for the observation (A)</p> <p>13. image_url – URL for the default image (A)</p> <p>14. oauth_application_id – Which application was used to post the observation (A)</p> <p>15. latitude – Publicly visible latitude (AM)</p> <p>16. longitude – Publicly visible longitude (AM)</p> <p>17. positional_accuracy – Accuracy estimate in meters (AM)</p> <p>18. private_latitude – Private latitude, set if observation private or obscured (AM)</p> <p>19. private_longitude – Private longitude, set if observation private or obscured (AM)</p> <p>20. private_positional_accuracy – Coordinate precision, set if observation private or obscured (AM)</p> <p>21. geoprivacy – Whether or not the observer has chosen to obscure or hide the coordinates (AM)</p> <p>22. taxon_geoprivacy – Most conservative geoprivacy applied due to the conservation statuses of taxa in current identification (A)</p> <p>23. coordinates_obscured – Whether or not the coordinates have been obscured, either because of geoprivacy or because of a threatened taxon (A)</p> <p>24. positioning_device – Device used to determine coordinates (A)</p> <p>25. positioning_method – How coordinates were determined (A)</p> <p>26. scientific_name – Scientific name of the observed taxon according to iNaturalist taxonomic backbone (AM)</p> <p>27. taxon_id – Unique identifier for the observed taxon (A)</p> <p>28. gbif_id – URL for the corresponding GBIF record (A)</p> <p>Using iNaturalist export tools, we downloaded four csv files with the records fitting the project’s criteria:</p> <p>1) Observations made from 1970-09-01 to 2019-06-30 (184,103 records), 10:57 MSK Sep. 8, 2020</p> <p>2) Observations made from 2019-07-01 to 2020-05-20 (191,156 records), 12:28 MSK Sep. 8, 2020</p> <p>3) Observations made from 2020-05-21 to 2020-07-05 (195,060 records), 14:04 MSK Sep. 8, 2020</p> <p>4) Observations made from 2020-07-06 to 2020-09-08 (181,261 records), 15:39 MSK Sep. 8, 2020</p> <p>The fifth file contains the project’s backlog, i.e. the observations that are either unidentified or unverified (“needs ID” grade in iNaturalist terms):</p> <p>5) Observations from needs-id-backlog of “Flora of Russia” (136,669 records), 17:04 MSK Sep. 8, 2020</p> <p>We amended the dataset on Sep. 25, 2020 after data audit performed by Dr Robert Mesibov (<a href="https://www.datafix.com.au">https://www.datafix.com.au</a>) in line with preparation of the data paper submitted to “Biodiversity Data Journal”. All records with positional accuracy exceeding 50,000 m were marked as having inaccurate location and reported to users. Altogether, we excluded 1,106 observations from the project’s data and 587 observations from the backlog from the backup on this ground.</p> <p>The “research-grade” observations with free licenses (CC0, CC-BY, and CC-BY-NC) are fully available in GBIF within “iNaturalist Research-grade Observations” occurrence dataset (<a href="https://doi.org/10.15468/ab3s5x">https://doi.org/10.15468/ab3s5x</a>). We added the last column "gbif_id" to all csv files of our dataset with URLs of GBIF records using the GBIF Occurrence Download <a href="https://doi.org/10.15468/dl.msfxkn">https://doi.org/10.15468/dl.msfxkn</a> performed Sep. 28, 2020.</p> <p><strong>Finally, we left in this dataset only observations with free licenses (CC0, CC-BY, and CC-BY-NC). This five files are forming the stable project backup with 760,251 records.</strong></p> <p>1) Observations made from 1970-09-01 to 2019-06-30 (<strong>167,501 records</strong>), 10:57 MSK Sep. 8, 2020</p> <p>2) Observations made from 2019-07-01 to 2020-05-20 (<strong>171,277 records</strong>), 12:28 MSK Sep. 8, 2020</p> <p>3) Observations made from 2020-05-21 to 2020-07-05 (<strong>164,269 records</strong>), 14:04 MSK Sep. 8, 2020</p> <p>4) Observations made from 2020-07-06 to 2020-09-08 (<strong>148,960 records</strong>), 15:39 MSK Sep. 8, 2020</p> <p>5) Observations from needs-id-backlog of “Flora of Russia” (<strong>108,244 records</strong>), 17:04 MSK Sep. 8, 2020</p> <p>All project data can be freely used in scientific, educational and environmental activities.</p>
Pereira et al snakeworms iNaturalist obs_ Supplementary_File_2.csv
<p>Pereira et al snakeworms iNaturalist observations_ Supplementary_File_2.csv</p>
California HOLC grades with NDVI, impervious surface, and iNaturalist data (2017-2022)
<p>HOLC grade maps linked to iNaturalist data across six taxonomic clades from (2017-2022)</p>
Examining the influence of sociodemographics, residential segregation, and historical redlining on eBird and iNaturalist data disparities in three US cities
<p>Code and data for the manuscript "Examining the influence of sociodemographics, residential segregation, and historical redlining on eBird and iNaturalist data disparities in three US cities<strong></strong><strong>"</strong></p>
FIGURE 5 in A new bee-mimicking stiletto fly (Therevidae) from China discovered on iNaturalist
FIGURE 5. Sinothereva shangui gen. et sp. n., male holotype, lateral view.
Global data on caudal condition in geckos based on iNaturalist images with supplementary material for the manuscript: Human footprint is changing how geckos respond to enemies: evidence from global citizen science data
<h3>This repository contains the supplementary material and dataset linked to the paper "Human footprint is changing how geckos respond to enemies: evidence from global citizen science data" </h3> <p>we provide two supplementary tables in .csv and .xlsx files (Table S1 and S2), a figure S1, and the two datasets in .csv (data_28_03.csv is the raw dataset, and the table S3 is the dataset compile from the literature review). We also include a crosstable (table2.html) comparing metrics based on the variables raised during the project among gecko species.</p> <h3> </h3>
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.