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45 results for “TIDI”
EU Taxonomy on Sustainable Activities (Tidy)
<p>In order to meet the EU’s climate and energy targets for 2030 and reach the objectives of the European green deal, it is vital that we direct investments towards sustainable projects and activities. To achieve this, a common language and a clear definition of what is ‘sustainable’ is needed. This is why the action plan on financing sustainable growth called for the creation of a common classification system for sustainable economic activities, or an EU taxonomy.</p> <p>The EU taxonomy is a classification system, establishing a list of environmentally sustainable economic activities in the areas of Climate mitigation, Climate adaptation, Biodiversity, Circular economy, Water, Pollution prevention. It could play an important role helping the EU scale up sustainable investment and implement the European green deal. The EU taxonomy would provide companies, investors and policymakers with appropriate definitions for which economic activities can be considered environmentally sustainable. It was defined by the Regulation (EU) 2020/852</p> <p>The European Commmission created an EU Taxonomy Compass provides a visual representation of the contents of the EU Taxonomy, starting with the Delegated Act on the climate objectives, as adopted on 4 June 2021. Whilst you can download the EU Taxonomy in xlsx or json format, they are not tidy datasets, and they are not particularly well-suited for calculations or filtering.</p> <p>Reprex created a tidy version of the EU Taxonomy for developing better sustainability indicators into the Green Deal Data Observatory. This tidy version has subjective weights given to broader NACE sections and divisions. We plan to add better, more objective weights for NACE sections or divisions which are only partially matching the EU Taxonomy. For example, H49.32 is part of the sustainable taxonomy, but the entire H49 division is not. Therefore, we use weight=0.5 for this division. The A2 division is fully part of the taxonomy, and we use a weight=1 to refer to this fact. A better weighting would consider the weight of the H492.32 activity within the H49 division in the European economy. What would make such a weighting tricy is that this weight is different for each European country and the EU as a whole.</p>
Data and R-script for a tutorial that explains how to convert spreadsheet data to tidy data.
<p>Data and R-script for a tutorial that explains how to convert spreadsheet data to tidy data. The tutorial is published in a blog for The Node (https://thenode.biologists.com/converting-excellent-spreadsheets-tidy-data/education/)</p>
ArXiV Archive: A tidy and complete archive of metadata for papers on arxiv.org, 1993-2019
<p>This is a full archive of metadata about papers on arxiv.org from 1993-2018, including abstracts. Data is tidy and packed in TSV files, in two different collections of the total dataset: per year (all categories) and per primary category (all years). This archive also includes Jupyter notebooks for unpacking and analyzing it in python. See the README.md file and https://github.com/staeiou/arxiv_archive for more information.</p> <p>This release has the exact same data as in v1.0.0, but the notebook 4-analysis-examples.ipynb is updated and fixes an analysis bug.</p>
Ranking ecological contingencies from high-order factorial data demonstrate tidy control of biodiversity from facilitation cascades in estuaries on the South Island of New Zealand
Open the record for dataset details and reuse information.
Training for RD Management: Comparative European Approaches, Raw data & Tidied Data
<p>Raw and tidied data of responses to the Knowledge Exchange survey around Training for Research Data management. The data accompanies the Knowledge Exchange report 'Training for RD Management: Comparative European Approaches' DOI: 10.5281/zenodo.50068</p> <p> </p>
‘Tidy’ and ‘messy’ management alters natural enemy communities and pest control in urban agroecosystems
Open the record for dataset details and reuse information.
Tidy coverage data for all 9943 CrossRef members
<p>Included in this deposit are the scripts and data collected on the coverage of metadata by the CrossRef members. Collection date is March 27, 2018. The data is available in long, <a href="http://vita.had.co.nz/papers/tidy-data.pdf">tidy</a>, format. Each row depicts the coverage of one specific aspect, indicating which member and how many DOIs that member deposited. This allows for easy parsing in for example ggplot2 or dplyr.</p>
FIGURE 1 in Tidying up the mess: lectotype selections, synonyms, a new status and a new species in Syngonanthus sect. Carphocephalus (Eriocaulaceae)
FIGURE 1. Syngonanthus discretifolius (based on Irwin et al. 58). A–B. Habit. C. Capitulum detail. D–I. From outermost to innermost series of involucral bracts (abaxial surface). J. Spathe detail. K. Staminate flower. L. Detail of sepal of staminate flower (adaxial surface). M. Staminate flower dissected showing pistillodes. N. Pistillate flower with sepals removed. O. Sepal of pistillate flower (adaxial surface). P. Petal of pistillate flower (adaxial surface). Q. Gynoecium. R. Seed.
FIGURE 3 in Tidying up the mess: lectotype selections, synonyms, a new status and a new species in Syngonanthus sect. Carphocephalus (Eriocaulaceae)
FIGURE 3. Syngonanthus mollis (based on Pena & Foster 165). A–B. Habit. C. Capitulum detail. D–G. From outermost to innermost series of involucral bracts (abaxial surface). H. Staminate flower. I. Detail of sepal of staminate flower (adaxial surface). J. Pistillate flower. K. Pistillate flower with sepals removed. L. Gynoecium.
FIGURE 4 in Tidying up the mess: lectotype selections, synonyms, a new status and a new species in Syngonanthus sect. Carphocephalus (Eriocaulaceae)
FIGURE 4. Syngonanthus mollis (based on Pena 165 [A] and Castillo & Foster 6968 [B–H]). A–B. Capitula. C. Involucral bracts (abaxial surface). D. Pistillate flowers. E. Pistillate flowers with sepals removed. F. Gynoecium. G. Staminate flower and sepals dissected. H. Staminate flower. Scale bars A–B: 2 mm. C: 1 mm. D–H: 0.5 mm.
FIGURE 2 in Tidying up the mess: lectotype selections, synonyms, a new status and a new species in Syngonanthus sect. Carphocephalus (Eriocaulaceae)
FIGURE 2. Syngonanthus discretifolius (based on Sperling et al. 5640). A–B. Capitulum. C. Series of involucral bracts (adaxial surface). D. Pistillate flower and one dissected sepal. E. Gynoecium. F. Part of gynoecium showing the very short appendages (in green). G. Staminate flower. H. Seed. Scales bars A–C: 2 mm. D–E, G: 0.5 mm. H: 1 mm.
FIGURE 31 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 31. Geographic distribution records of Tropicosa chelifasciata (Mello-Leit"o, 1943) comb. nov. (Red star). White star, type locality
FIGURE 32 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 32. Geographic distribution records of Tropicosa moesta (Holmberg, 1876) comb. nov. (White cross).
FIGURE 24 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 24. Tropicosa thorelli (Keyserling, 1877), comb. nov., copulatory bulb (ICN-Ar 12813), a ventral, b prolateral, c retrolateral, d apical. Scale bars, a–d 1mm. E embolus, MA median apophysis, P palea, ST subtegulum, T tegulum, TA terminal apophysis, TK tegular keel, TLB tegualr lobe, VP ventral process.
FIGURE 23 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 23. Tropicosa thorelli (Keyserling, 1877), comb. nov., female (MCTP 37826), a habitus, dorsal, b frontal, c lateral, d tarsus I, ventral, e habitus, ventral, f tarsus IV ventral. Scale bars, a, c, e 2mm, b 1mm, d, f 0.5 mm.
FIGURE 20 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 20. Tropicosa moesta (Holmberg, 1876), comb. nov., male (MCTP 35786), a habitus, dorsal, b frontal, c lateral, d labium and endites, e habitus, ventral, f stridulatory organ. Scale bars, a, c, e 2mm, b 1mm, d 0.5mm, f 0.1mm. S scrapper, TDF tibial distal file.
FIGURE 27 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 27. Tropicosa thorelli (Keyserling, 1877), comb. nov., female (MUSM 504130), a habitus, frontal, b epigyne ventral, c sternum, d vulva dorsal, e labium, endites and chelicerae, f epigyne posterior. Scale bars, a, c e 0.5mm, b, d, f 0.3mm. H hood, HS head of spermatheca, MS median septum.
FIGURE 19 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 19. Tropicosa moesta (Holmberg, 1876), comb. nov., male palp (MCTP 35786), a retrolateral, b ventral, c prolateral, d copulatory bulb, retrolateral, e ventral, f prolateral, g posterior, h apical, i stridulatory organ. Scale bars, a–h 0.2mm, i 0.1mm. CMS cymbium macroseta, DC dorsal channel, E embolus, MA median apophysis P palea, pp pars pendula, S scrapper, SD seminal duct, SF stridulatory file, ST subtegulum, T tegulum, TA, terminal apophysis, TK tegular keel, TLB tegular lobe, VP ventral process.
FIGURE 13 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 13. Tropicosa chelifasciata (Mello-Leit"o, 1943), comb. nov., male (MHNCI 1371-1377), a habitus, dorsal view, b frontal, c lateral, d spinnerets, ventral view e habitus, ventral view, f tarsus I, lateral view. Scale bars, a, c, e 2mm b 1mm, d 0.2mm, f 0.5mm. ALS anterior lateral spinneret, LMB longitudinal median band, PLS posterior lateral spinneret, SB submarginal band.
FIGURE 12 in Tidying things up: Tropicosa, a new Neotropical wolf spider genus (Araneae: Lycosidae: Lycosinae)
FIGURE 12. Tropicosa chelifasciata (Mello-Leit"o, 1943), comb. nov., expanded male palp (MHNCI 1371-1377), a apical view, b ventral, c dorsal, d prolateral. Scale bars, a–d 0.5 mm. BH basal hematodocha, DC dorsal channel, DH distal hematodocha, E embolus, MA median apophysis, pp pars pendula, SD seminal duct, ST subtegulum, T tegulum, TA, terminal apophysis, TLB tegular lobe, TK tegular keel, VP ventral process.
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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.