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BEE-STEWARD: a research and decision support software for effective land management to promote bumblebee populations

<p><span><span>The demand for agent-based models to explore the effects of environmental change on pollinator population dynamics is growing. However, models need a simple yet flexible interface to enable adoption by a wide range of stakeholders. </span></span><span><span>We introduce BEE-STEWARD: a research and decision-support software tool, enabling researchers, policy-makers, land management advisors, and practitioners to predict and compare the effects of bee-friendly management interventions on bumblebee populations over several years. </span></span><span><span>BEE-STEWARD integrates the BEESCOUT and <i>Bumble</i>-BEEHAVE agent-based models of bumblebee behaviour, colony growth and landscape exploration into a user-friendly interface, with reconstructed code, and expanded functionality. Bespoke automatic reports can be created to illustrate how different land management interventions can affect the densities of bumblebees and their colonies over time. </span></span><span><span>BEE-STEWARD could be an important virtual test-bed for scientists exploring the impacts of different stressors on bumblebees and used by those with little or no modelling experience, enabling a shared methodology between research, policy, and practice.</span></span></p>

opencc-zeroJul 2021View details →
zenodo40/100

Absolute model ages of three craters in the vicinity of the Chang'E-5 landing site and their geologic implications

<p>We used the Crater Size Frequency distribution (CSFD) method to yield the&nbsp;formation ages of Pythagora, Sharp B, and Harpalus crater, and the crater density values (N(1)). Here we provide the crater counting data.</p>

opencc-by-4.0Jul 2021View details →
zenodo40/100

FIG. 5 in Annotated catalogue of types of Hawaiian land and freshwater snails (Mollusca: Gastropoda) in the Muséum national d'Histoire naturelle, Paris, with lectotype designations

FIG. 5. — Amastridae: A, Helix textilis Férussac, 1825, possible syntype MNHN IM-2000-30770, 15.0 mm; B, Helix tristis Férussac, 1825, lectotype MNHN IM- 2000-30843, 19.3 mm, fig. 6 of Férussac in Quoy &amp; Gaimard (1825); C, Helicteres turgidula Pease, 1870, lectotype MNHN IM-2000-30845, 13.7 mm; D, Helix turritella Férussac, 1821, possible syntype MNHN IM-2000-30846, 18.5 mm; E, Helix ventulus Férussac, 1825, lectotype MNHN IM-2000-30848, 12.9 mm. Ellobiidae: F, Auricula sandwichiensis Souleyet, 1852, lectotype MNHN IM-2000-30849, 11.5 mm, figs 31 &amp; 32 of Souleyet (1852). Endodontidae: G, Endodonta henshawi Ancey, 1904, syntype MNHN IM-2000-9654, 2.1 mm (shell width), fig. 15 of Ancey (1904b). Lymnaeidae: H, Lymnaea oahouensis Souleyet, 1852, lectotype MNHN IM-2000-30850, 11.7 mm, figs 39 &amp; 41 of Souleyet (1852). Punctidae: I, Endodonta horneri Ancey, 1904, syntype MNHN IM-2000-9655, 1.0 mm (shell width), fig. 11 of Ancey (1904b). Scale bars: A-F, H, 5 mm; G, I, 1 mm. Dimensions given are shell height unless otherwise stated; reproductions of original illustrations not to scale.

opencc-zeroJun 2016View details →
zenodo40/100

FIG. 4 in Annotated catalogue of types of Hawaiian land and freshwater snails (Mollusca: Gastropoda) in the Muséum national d'Histoire naturelle, Paris, with lectotype designations

FIG. 4. — Amastridae: A, Helicteres laevis Pease, 1870, lectotype MNHN IM-2000-30828, 9.2 mm; B, Helix luteola Férussac, 1825, holotype MNHN IM-2000-30829, 17.0 mm; C, Helicter pachystoma Pease, 1869, lectotype MNHN IM-2000-30830, 13.0 mm; D, Helicteres rugulosa Pease, 1870, lectotype MNHN IM-2000-30831, 12.8 mm; E, Helicter simplex Pease, 1869, lectotype MNHN IM-2000-30834, 7.3 mm; F, Helicter solida Pease, 1869, syntype MNHN IM-2000-30836, 14.0 mm; G, Helicteres sphaerica Pease, 1870, lectotype MNHN IM-2000-30837, 10.1 mm; H, Helix spirizona Férussac, 1825, lectotype MNHN IM-2000-30839, 22.3 mm; I, Helicteres tenebrosa Pease, 1870, lectotype MNHN IM-2000-30841, 12.7 mm. Scale bars: 5 mm. Dimensions given are shell height.

opencc-zeroJun 2016View details →
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FIG. 3 in Annotated catalogue of types of Hawaiian land and freshwater snails (Mollusca: Gastropoda) in the Muséum national d'Histoire naturelle, Paris, with lectotype designations

FIG. 3. — Amastridae Pilsbry, 1910: A, Helicteres antiqua Pease, 1870, lectotype MNHN IM-2000-30817, not measured; B, Helicteres balteata Pease, 1870, lectotype MNHN IM-2000-30818, 11.8 mm; C, Helicter brevicula Pease, 1869, lectotype MNHN IM-2000-30819, 7.7 mm; D, Helicteres costulosa Pease, 1870, lectotype MNHN IM-2000-30821, 14.0 mm; E, Helicter cylindrata Pease, 1869, lectotype MNHN IM-2000-30822, 8.2 mm; F, Helicter erecta Pease, 1869, lectotype MNHN IM-2000-30824, 14.6 mm; G, Helix gravida Férussac, 1825, lectotype MNHN IM-2000-30825, 22.5 mm, fig. 4 of Férussac in Quoy &amp; Gaimard (1825); H, Achatinella helvina Baldwin, 1895, possible syntype MNHN IM-2000-30133, 15.8 mm, fig. 30 of Baldwin (1895). Scale bars: A-F, 1 mm; G, 10 mm; H, 5 mm. Dimensions given are shell height; reproductions of original illustrations not to scale.

opencc-zeroJun 2016View details →
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FIG. 2 in Annotated catalogue of types of Hawaiian land and freshwater snails (Mollusca: Gastropoda) in the Muséum national d'Histoire naturelle, Paris, with lectotype designations

FIG. 2. — Achatinellidae Gulick, 1873: A, Tornatellina macromphala Ancey, 1904, syntype MNHN IM-2000-20013, 2.6 mm, fig. 3 of Ancey (1904a); B, Auriculella pulchra Pease, 1868, lectotype MNHN IM-2000-30813, 9.5 mm; C, Auriculella uniplicata Pease, 1868, lectotype MNHN IM-2000-30814, 7.3 mm, fig. 7 of Pease (1868); D, Helix vulpina Férussac, 1825, possible syntype MNHN IM-2000-30816, 18.0 mm, fig. 13 of Férussac in Quoy &amp; Gaimard (1825). Scale bars: A-C, 1 mm; D, 10 mm. Dimensions given are shell height; reproductions of original illustrations not to scale.

opencc-zeroJun 2016View details →
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FIG. 1 in Annotated catalogue of types of Hawaiian land and freshwater snails (Mollusca: Gastropoda) in the Muséum national d'Histoire naturelle, Paris, with lectotype designations

FIG. 1. — Achatinellidae Gulick, 1873: A, Tornatellina cincta Ancey, 1904, syntype MNHN IM-2000-20012, 3.8 mm, fig. 5 of Ancey (1904a); B, Helicter compta Pease, 1869, lectotype MNHN IM-2000-30805, 24.7 mm; C, Helix decora Férussac, 1821, possible syntype MNHN IM-2000-30806,18.0 mm, fig. 3015 of Chemnitz (1795); D, Auriculella expansa Pease, 1868, lectotype MNHN IM-2000-30807, 6.4 mm, fig. 8 of Pease (1868); E, Helix lorata Férussac, 1825, lectotype MNHN IM-2000-30808, 14.2 mm, fig. 8 of Férussac in Quoy &amp; Gaimard (1825); F, Helix lugubris Férussac, 1821, possible syntype MNHN IM-2000-30810, 17.2 mm, fig. 2062 of Chemnitz (1795). Scale bars: A, D, 1 mm; B, C, E, F, 10 mm. Dimensions given are shell height; reproductions of original illustrations not to scale.

opencc-zeroJun 2016View details →
zenodo40/100

FIG. 5. — Pseudosubulina nouraguensis n in New taxa of land snails from French Guiana

FIG. 5. — Pseudosubulina nouraguensis n. sp.: A-E, holotype MNHN 25073; B, magnified apertural dentition; C, details of protoconch sculpture; D, details of teleoconch sculpture; E, details of collumelar surface sculpture. Scale bars: A, 5 mm; B, 1 mm; C-E, 200 µm.

opencc-zeroDec 2012View details →
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FIG. 4 in New taxa of land snails from French Guiana

FIG. 4. — Anatomy of Pseudosubulina theoripkeni n. sp., paratype MNHN 25069: A, distal genitalia; B, internal structure of penis. Abbreviations: E, one of the embryos; P, penis; S, spermatheca; VD, vas deferens. Scale bars: A, 1 mm; B, 0,5 mm.

opencc-zeroDec 2012View details →
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FIG. 3. — Pseudosubulina theoripkeni n in New taxa of land snails from French Guiana

FIG. 3. — Pseudosubulina theoripkeni n. sp.: A-C, holotype MNHN 25068; B, details of teleoconch sculpture; C, details of collumelar surface sculpture; D, paratype MNHN 25069 used for dissection. Scale bars: A, D, 5 mm; B, C, 0.5 mm.

opencc-zeroDec 2012View details →
zenodo40/100

FIG. 2. — Cyclopedus anselini n. gen., n in New taxa of land snails from French Guiana

FIG. 2. — Cyclopedus anselini n. gen., n. sp.: A, B, holotype MNHN 25066 (B: operculum); C, D, paratype MNHN 25067, details of protoconch (C) and teleoconch sculptures (D). Scale bars: A, 2 mm; B, 1 mm; C, D, 200 µm.

opencc-zeroDec 2012View details →
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FIG. 1 in New taxa of land snails from French Guiana

FIG. 1. — The study area (nomenclature of the grid) and distribution of the new species. l,, Cyclopedus anselini n. gen., n. sp.; H, I, Pseudosubulina theoripkeni n. sp.; N, Pseudosubulina nouraguensis n. sp.; type localities in black, other localities in white. Partly drawn after Charles-Dominique (2001: fig. 4).

opencc-zeroDec 2012View details →
zenodo40/100

Elucidating the present-day chemical composition, seasonality and source regions of climate-relevant aerosols across the Arctic land surface

<p>Data presented in the figures of the journal article &quot;Elucidating the present-day chemical composition, seasonality and source regions of climate-relevant aerosols across the Arctic land surface&quot; by Moschos et al.</p>

opencc-by-4.0Aug 2021View details →
zenodo40/100

Dataset for: Hydrological processes in East African tropical montane headwater catchments influenced by land use

<p>This dataset contains high-resolution (10-minute interval) data for nitrate (concentration and load), precipitation and discharge at four measurement stations (NF, SHA, TTP, OUT) in the South West Mau, Kenya, as well as trace element data and stable isotopes of water for rainfall and stream water samples. The data was used to investigate the influence of land use on hydrological processes through time series analysis (<a href="http://doi.org/10.1002/2017WR021592">Jacobs et al. 2018a</a>), end member mixing analysis and estimation of the young water fraction (<a href="http://doi.org/10.5194/hess-22-4981-2018">Jacobs et al. 2018b</a>).</p>

opencc-by-4.0Aug 2021View details →
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Figure 49 in Descriptions of New Species of the Diverse and Endemic Land Snail Amplirhagada Iredale, 1933 from Rainforest Patches across the Kimberley, Western Australia (Pulmonata: Camaenidae)

Figure 49. Shell size ranges of Amplirhagada species described herein. Box plot diagrams showing the median (line in box), the 25% (box) and 75% percentile (lines outside box) and extremes (asterisks) of shell height (above) and shell width (below) of species sorted by their height. Species numbers refer to the manuscript names of the described species as used by Solem (1991): 27, A. coffea. 29, A. lindsayae. 22, A. vialae. 26, A. inusitata. 19, A. alicunda. 31, A. bendraytoni. 28, A. gardneriana. 35, A. epiphallica. 21, A. davidsoniana. 24, A. discoidea. 17, A. atlantis. 33, A. angustocauda. 25, A. forrestiana. 20, A. moraniana. 36, A. carinata. 18, A. carsoniana.

opencc-by-4.0Nov 2011View details →
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Figure 48 in Descriptions of New Species of the Diverse and Endemic Land Snail Amplirhagada Iredale, 1933 from Rainforest Patches across the Kimberley, Western Australia (Pulmonata: Camaenidae)

Figure 48. Penial anatomy of Amplirhagada carinata Solem, 1981. (A) Interior anatomy of the penial wall (WAM S34759). (B) Interior anatomy of the penial wall (WAM S34763). For labelling of structures see Fig. 4. Scale bars = 3 mm.

opencc-by-4.0Nov 2011View details →
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Figure 46. Amplirhagada carinata Solem, 1981 in Descriptions of New Species of the Diverse and Endemic Land Snail Amplirhagada Iredale, 1933 from Rainforest Patches across the Kimberley, Western Australia (Pulmonata: Camaenidae)

Figure 46. Amplirhagada carinata Solem, 1981 SEM of shell, radula and jaw (WAM S34759). (A) Protoconch and first teleoconch whorls viewed from above. (B) Detail of first teleoconch whorls viewed from above. (C) Close-up of sculpture on last whorl, lateral view. (D) Jaw. (E) Central and inner lateral teeth viewed from above. (F) Marginal teeth viewed from above. Scale bars: A–C, 200 µm; D, 100 µm; E–F, 10 µm.

opencc-by-4.0Nov 2011View details →
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Figure 45 in Descriptions of New Species of the Diverse and Endemic Land Snail Amplirhagada Iredale, 1933 from Rainforest Patches across the Kimberley, Western Australia (Pulmonata: Camaenidae)

Figure 45. Penial anatomy of Amplirhagada epiphallica n.sp. (WAM S34746). For labelling of structures see Fig. 4. (A) Interior anatomy of the penial wall. (B) Schematic view of the penis with the penial sheath being removed. Scale bars = 5 mm.

opencc-by-4.0Nov 2011View details →
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Figure 43. Amplirhagada epiphallica n in Descriptions of New Species of the Diverse and Endemic Land Snail Amplirhagada Iredale, 1933 from Rainforest Patches across the Kimberley, Western Australia (Pulmonata: Camaenidae)

Figure 43. Amplirhagada epiphallica n.sp. SEM of shell, radula and jaw (WAM S34746). (A) Protoconch and first teleoconch whorls viewed from above. (B) Detail of first teleoconch whorls viewed from above. (C) Close-up of sculpture on last whorl, lateral view. (D) Jaw. (E) Central and inner lateral teeth viewed from above. (F) Marginal teeth viewed from above. Scale bars: A–C, 1 mm; D, 100 µm; E–F, 10 µm.

opencc-by-4.0Nov 2011View details →
zenodo40/100

Figure 39 in Descriptions of New Species of the Diverse and Endemic Land Snail Amplirhagada Iredale, 1933 from Rainforest Patches across the Kimberley, Western Australia (Pulmonata: Camaenidae)

Figure 39. Penial anatomy of Amplirhagada bendraytoni n.sp. (WAM S34741). For labelling of structures see Fig. 4. (A) Schematic view of the penis with the penial sheath being removed. Scale bar = 5 mm. (B) Interior anatomy of the penial wall. Scale bar = 5 mm. (C) Schematic cross-section of the main pilaster (not to scale).

opencc-by-4.0Nov 2011View details →

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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