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Forest Type Maps for New England from Historical Studies 1912-1956
This data package contains 3 GIS layers showing generalized forest types across New England as delineated in older forestry publications. These were digitized so that they can be used to illustrate broad vegetation patterns across the region in modern publications. These GIS layers include maps drawn by Hawley and Hawes (1912), RT Fisher (1933), and Westveld and the Committee on Silviculture, New England Section, Society of American Foresters (1956).
Bee species abundance and composition in three ecosystem types at the Sevilleta National Wildlife Refuge, New Mexico, USA
This study was designed to examine community- or population-level fluctuations in bee species at the Sevilleta National Wildlife Refuge, both intra- and inter-annually. From 2002 to 2019, passive funnel traps were used to collect bees at three sites, each representing a different ecosystem type of the southwestern U.S. (Plains grassland, Chihuahuan Desert grassland, and Chihuahuan Desert shrubland). Bees were collected during each month from March through October, and were identified to species by taxonomic experts.
Seedling emergence and biomass data of nine dryland plant species characterizing the impact of soil residual auxin herbicide across two soil types and water pulse events on greenhouse growth; Las Cruces, New Mexico, Spring 2021.
Synthetic-auxin herbicides are often used to control woody plants and aid in grassland restoration. Seed-based restoration is common alongside herbicide applications and there may be unintended effects of these herbicides on dryland plant species at the seed and seedling stages. Additionally, abiotic conditions at the time of herbicide application may influence herbicide-soil-plant interactions. We conducted a greenhouse study to examine the effects of a common shrub-control herbicide mix and its interaction with soil type and a post-herbicide water pulse on common desert plant seeds and seedlings. In this greenhouse study, we found that a subset of species responded negatively to soil residual herbicide activity of a mixture of aminopyralid, clopyralid, and triclopyr at the seed and seedling stages. Species sensitive to soil herbicide residues were primarily shrub and forb species that are often the target species of herbicide applications for woody plant control, such as Prosopis glandulosa (honey mesquite) and Larrea tridentata (creosote bush). However, two shrub species (Atriplex canescens [four-wing saltbush] and Yucca elata [soaptree yucca]) and one perennial grass species (Digitaria californica [Arizona cottontop]), which are used in dryland restoration projects, were found to be particularly sensitive to soil residual herbicide activity. Thus, if using these herbicides to control woody plants and restore herbaceous vegetation via active seeding or relying on the in situ seed bank, considerations should be given to what species are used in the seed mix, what species are already present in the soil seed bank, and other details of the circumstances of herbicide application.
Data: Algorithms for new types of fair stable matchings
<p>This data corresponds to the data and experiments described in Section 5 of<br> the following paper:</p> <p>Algorithms for new types of fair stable matchings<br> Authors: Frances Cooper and David Manlove</p> <ul> <li>The paper is located at: <a href="https://arxiv.org/abs/2001.10875">https://arxiv.org/abs/2001.10875</a></li> <li>The software is located at: <a href="https://zenodo.org/record/3630383">https://zenodo.org/record/3630383</a></li> <li>The data is located at: <a href="https://zenodo.org/record/3630349">https://zenodo.org/record/3630349</a></li> </ul> <p>See the README for more information.</p>
New woody plant functional types and parameters for the SAVANNA ecosystem model
<p>New woody plant functional types (PFTs) are defined and parameterised for use in the SAVANNA ecosystem model (Coughenour, 1992, 1993). Supplementary material used in creating the PFTs and parameters are included. Details of the methods are available from the authors on request. The new woody PFTS are defined in terms of growth form, leaf size and defences in relation to large mammal herbivores.</p> <p>1. shrub types are <4 m (Zizka et al., 2014),</p> <p>2. fine-leaf types have bipinnate leaves with leptophyllous- or nanophyllous-sized leaflets (<225 mm2) according to Raunkaier’s leaf size classes (Fuller and Bakke, 1918) given that leaflets of compound leaves are separate morphological units analogous to simple leaves (Milla, 2012; Mo et al., 2022),</p> <p>3. high chemical defence investment (CDI) types have either nitrogen:acid detergent fibre (N:ADF) <0.10 (Wallis et al., 2012) or condensed tannin (CT) >5% (Cooper and Owen-Smith, 1985) when expressed in sorghum tannin or leucocyanidin equivalents as determined by the acid-butanol assay,</p> <p>4. all types, except fine_highcdi and fine_lowcdi, have the square-root of Charles-Dominique et al.'s (2017) "investment in structural defence" (ISD) < 13.</p>
New Data Types in Data Management and Archiving [Webinar recording]
<p>New Data Types in Data Management and Archiving workshop focused on the management, archiving and access to new types of data (NDTs), i.e. administrative, transactional and social media data. The program consisted of four presentations tackling various issues related to handling the NDTs in data repositories and sharing these data in the community of social researchers. Martin Vávra (CSDA) was speaking about current capacities among CESSDA SPs for handling NDTs, Brian Kleiner (FORS) was talking about the coordinated approach to handling NDTs CESSDA SPs. Yevhen Voronin (GESIS) gave a presentation about social media data sharing in social research and Pascal Jurgens (Johannes Gutenberg University Mainz) was speaking about Social Science in the Embattled Digital Age: Adversarial Creation, Use and Sharing of New Data Types. The speakers’ presentations were followed by the panel discussion, where audience members were encouraged to participate and brought in their own experiences of archivists, data managers and researchers. The event was a part of the CESSDA training activities.</p> <p>The video is available on the <a href="https://www.youtube.com/watch?v=j13GsqwDO2Q">CESSDA Training YouTube channel.</a></p>
Figs 17–18. Type localities with Malaise traps. 17 in Description of three new species of Caledomina (Insecta, Trichoptera, Ecnomidae) from New Caledonia
Figs 17–18. Type localities with Malaise traps. 17. Type locality of Caledomina dorsospina sp. nov. 18. Type locality of Caledomina kohensis sp. nov.
Fig. 15 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 15. Willowsia qui Zhang, Chen & Deharveng, 2011. A. Thoracic chaetotaxy. B–C. Abdominal chaetotaxy. B. Abd. I–IV. C. Abd. V. Scale bars: 100 μm.
Fig. 14 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 14. Willowsia qui Zhang, Chen & Deharveng, 2011. A. Ant. III organ. B. Clypeal chaetae. C. Dorsal cephalic chaetotaxy. D. Trochanteral organ. E. Hind claw. F. Anterior face of ventral tube. G. Posterior face and lateral flap of ventral tube. H. Manubrium and base of dens, dorsal view. I. Distal chaetae of ventral face of manubrium. J. Mucro. Scale bars: A–B, D–J = 20 μm; C = 100 μm.
Fig. 13 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 13. Willowsia qui Zhang, Chen & Deharveng, 2011. A. Habitus. B. Abd. III. Scale bars: A = 500 μm; B = 20 μm.
Fig. 11 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 11. Willowsia similis sp. nov. A. Ant. III organ. B. Dorsal cephalic chaetotaxy. C. Labium. D. Trochanteral organ. E. Hind claw. F. Anterior face of ventral tube. G. Manubrium and base of dens, dorsal view. H. Distal parts of ventral face of manubrium. I. Mucro. Scale bars: A, C–I = 20 μm; B = 100 μm.
Fig. 12 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 12. Willowsia similis sp. nov. A. Thoracic chaetotaxy. B. Chaetotaxy. of Abd. I–IV (long sens on Abd. IV incomplete). Scale bars: 100 μm.
Fig. 10 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 10. Willowsia similis sp. nov. A‒B. Colour pattern. A. Dorsal view. B. Ventral view. C. Ant. IV apical bulb. D. Scales on Th. III. Scale bars: A–B = 500 μm; C–D = 20 μm.
Fig. 8 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 8. Willowsia pseudobuskii sp. nov. A. Ant. III organ. B. Clypeal chaetae. C. Dorsal cephalic chaetotaxy. D. Maxillary outer lobe. E. Lateral process of labial palp. F. Chaetae on ventral side of head. G. Trochanteral organ. H. Hind claw. I–K. Ventral tube. I. Anterior face. J. Posterior face. K. Lateral flap. L. Male genital plate. M. Manubrium and base of dens, dorsal view. N. Distal part of ventral face of manubrium. O. Mucro. Scale bars: A–B, D–O = 20 μm; C = 100 μm.
Fig. 9 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 9. Willowsia pseudobuskii sp. nov. A. Thoracic chaetotaxy. B–C. Abdominal chaetotaxy. B. Abd. I–IV. C. Abd. V. Scale bars: 100 μm.
Fig. 7 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 7. Willowsia pseudobuskii sp. nov. A‒C. Habitus, A and C dorsal view, B ventral view. D. Ant. IV apical bulb. E‒H. Body scales. E. Abd. II. F. Abd. III. G. Abd. IV. H. Abd. V. Scale bars: A–C = 500 μm; D–H = 20 μm.
Fig. 6 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 6. Willowsia pseudoplatani Zhang & Pan sp. nov. A. Thoracic chaetotaxy. B–C. Abdominal chaetotaxy. B. Abd. I–IV. C. Abd. V. Scale bars: 100 μm.
Fig. 5 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 5. Willowsia pseudoplatani Zhang & Pan sp. nov. A. Labrum. B. Dorsal cephalic chaetotaxy. C. Maxillary outer lobe. D. Chaetae on ventral side of head. E. Trochanteral organ. F. Hind claw. G–H. Ventral tube. G. Anterior face. H. Lateral flap. I. Manubrium, dorsal view. J. Mucro. Scale bars: A, C–J = 20 μm; B = 100 μm.
Fig. 4 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 4. Willowsia pseudoplatani Zhang & Pan sp. nov. A. Colour pattern. B. Scales on Abd. II. Scale bars: A = 500 μm; B = 20 μm.
Fig. 1 in Contribution to the Willowsia species having body scales of the long basal rib type: four new species and a redescription of W. qui (Collembola: Entomobryidae)
Fig. 1. Willowsia fascia Zhang & Pan sp. nov. A. Habitus. B. Abd. III. Scale bars: A = 500 μm; B = 20 μm.
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.