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Distance functions of carabids in crop fields depend on functional traits, crop type and adjacent habitat: a synthesis
<p>Natural pest and weed regulation are essential for agricultural production, but the spatial distribution of natural enemies within crop fields and its drivers are mostly unknown. Using 28 datasets comprising 1,204 study sites across eight Western and Central European countries, we performed a quantitative synthesis of carabid richness, activity densities and functional traits in relation to field edges (i.e. distance functions). We show for the first time that distance functions of carabids strongly depend on carabid functional traits, crop type and, to a lesser extent, adjacent non-crop habitats. Richness of both predators and granivores and activity densities of small and granivorous species decreased towards field interiors, whereas the densities of large species increased. We found strong distance decays in maize and vegetables whereas richness and densities remained more stable in cereals, oilseed crops and legumes. We conclude that carabid assemblages in agricultural landscapes are driven by the complex interplay of crop types, adjacent non-crop habitats and further landscape parameters with great potential for targeted agroecological management. In particular, our synthesis indicates that a higher edge-interior ratio can counter the distance decay of carabid richness per field and thus likely benefits natural pest and weed regulation, hence contributing to agricultural sustainability.</p>
Red vision in animals is broadly associated with lighting environment but not types of visual task
<p>Red sensitivity is the exception rather than the norm in most animal groups. Among species with a long wavelength sensitive (LWS) photoreceptor, peak wavelength sensitivity (λ<sub>max</sub>) varies substantially and it is unclear whether this variation can be explained by visual tuning to the light environment or to visual tasks such as signalling or foraging. Here, we examine long wavelength sensitivity across a broad range of taxa showing diversity in LWS photoreceptor λ<sub>max</sub>: insects, crustaceans, arachnids, amphibians, reptiles, fish, sharks and rays. We identified 161 species with a LWS photoreceptor (λ<sub>max</sub> ≥ 550 nm). We found evidence supporting visual tuning to the light environment: terrestrial species had longer λ<sub>max</sub> than aquatic species, and of these, species from turbid shallow waters had longer λmax than those from clear or deep waters. Of the terrestrial species, diurnal species had longer λ<sub>max</sub> than nocturnal species, but we did not detect any differences across terrestrial habitats (closed, intermediate or open). We found no association with proxies for visual tasks such as having red morphological features or utilising flowers or coral reefs. These results support the emerging consensus that, in general, visual systems are adapted to broad range of tasks, rather than tuned to certain tasks.</p>
Raw differential gene expression data, data S1, from: Molecular cascades and cell type-specific signatures in ASD revealed by single cell genomics
<p>Genomic profiling in post-mortem brain from autistic individuals has consistently revealed convergent molecular changes. What drives these changes and how they relate to genetic susceptibility in this complex condition is not understood. We performed deep single nuclear RNA sequencing (snRNAseq) to examine cell composition and transcriptomics, identifying dysregulation of cell type-specific gene regulatory networks (GRNs) in autism, which we corroborated using snATAC-seq and spatial transcriptomics. Transcriptomic changes were primarily cell type-specific, involving multiple cell types, most prominently interhemispheric and callosal-projecting neurons, interneurons within superficial laminae, and distinct glial reactive states involving oligodendrocytes, microglia, and astrocytes. Autism-associated GRN drivers and their targets were enriched in rare and common genetic risk variants, connecting autism genetic susceptibility and cellular and circuit alterations in the human brain. This data is the raw differential gene expression comparing ASD versus CTL subjects for each cell cluster. </p>
Fig. 3 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 3. Phosphatocopid crustacean Cyclotron angelini (Linnarsson, 1875), ZPAL Cr.11/ph060 from the Olenus Biozone, Furongian, Dębki 2 borehole, northern Poland. Stereo-pair in ventro-lateral view side (A1); ventral view exhibiting pairs of antennae and mandibles, first right post-mandibular limb and remains of second and third post-mandibular limbs, putative gut tube indicated by arrow, anterior to the left (A2); pairs of antennae in anterior view, mandibles with reduced exopods partly visible (A3); BSE image highlighting proximal part of the left antenna with ring-like structure at its base (arrow) A4); BSE image depicting proximal part of the right antenna in anterior view, with basal ring-like cuticular plate (arrow) (A5); left mandible and antenna in postero-lateral view (A6); left antenna and mandible in ventral view (A7). Abbreviations: an, antenna; en, endopod; ex-md, exopod of the mandible; lst, limb stem; md, mandible; st, sternum.
Fig. 2 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 2. Terminology of limb morphology of Cyclotron angelini (Linnarson, 1875). A. Antenna. B. Mandibula. C. 1st post-mandibular limb. D. Terminal limb.
Fig. 6 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 6. Phosphatocopid crustacean Cyclotron angelini (Linnarsson, 1875), ZPAL Cr.11/ph060 from the Olenus Biozone, Furongian, Dębki 2 borehole, northern Poland. Stereo-pair in postero-lateral view with 7th limb (A1); detailed view of distal part of 7th limb in poster-ventral view, exhibiting membranous wall and setulose setae of the exopod, note tiny endopod in postero-ventral view (A2); details of 7th limb in posterior view, note arthrodial membrane in distal part (A3); posterior part of the body proper with possible anus (arrow) (A4); detailed view of sternum surface covered with fine setules (A5). Abbreviations: en, endopod; ex, exopod.
Fig. 5 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 5. Phosphatocopid crustacean Cyclotron angelini (Linnarsson, 1875), ZPAL Cr.11/ph060 from the Olenus Biozone, Furongian, Dębki 2 borehole, northern Poland. First right post-mandibular limb in postero-median view (A1); first left post-mandibular limb in anterior view, note large paddle-shaped exopod with few distal annuli, note arthrodial membrane between endopodal segments (A2); detailed view of A2 concentrating on two-divided endopod and arthrodial membrane between endopodal segments (A3, A4); lateral basipodal margin of the second right post-mandibular limb, bearing three setae (arrows) (A5); partly preserved second left post-mandibular limb in posterior view with three setae (arrows) on lateral margin of basipod in posterior view (A6); and anterior view indicating place left by proximal endite broken off (arrow) (A7); detailed view of A1, with setation and glandular openings (arrows) on posterior side of basipodal endite (A8). Abbreviations: am, arthrodial membrane; ba, basipod; en, endopod; ex, exopod; pe, proximal endite.
Fig. 7 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 7. Phosphatocopid crustacean Cyclotron sp. from Olenus Biozone, Furongian, Dębki 2 borehole, northern Poland. A. ZPAL Cr.11/ph095. Internal view of right valve depicting shell, inner lamella and partly preserved cuticle with apodemes in dorsal part, anterior to the right (A1); detailed view of A1 exhibiting apodemes (numbers of supposed limbs: antenna (2nd), mandible (3rd) and three post-mandibular limbs (4th–6th) and structures interpreted as remains of muscles of hypostome/labrum complex; anterior is up, two nodes, possibly representing muscle scars (arrows) (A2); enlarged posterior part of valve with two apodemes (4th and 5th) and two nodes, possibly representing muscle scars (arrows) in oblique dorso-posterior view, anterior to the right (A3); enlarged proximal part of apodeme (2nd) with muscle fibers attached inside (A4); detailed view of apodeme (4th) with attached putative muscle (A5); detailed view of supposed right proximal part of hypostome-labrum structures, anterior is up (A6). B. ZPAL Cr.11/ph102. Left valve depicting shield, internal lamella cuticle and body cuticle wall with preserved apodemes (B1); detailed view of B1 exhibiting apodemes (2nd–6th), two nodes, possibly representing muscle scars (arrows) (B2); apodemes in oblique latero-ventral view (B3); detailed view of putative muscle fibers within apodeme (4th) (B4); apodeme (4th) in internal view showing putative muscle attached in proximal depression (B5); detailed view depicting proximal part of apodeme (5th) with putative muscle fibers (B6); apodeme (5th) in median view (B7); apodeme (4th) in posterior view (B8); detailed view of supposed proximal hypostome-labrum structures (arrow), in dorsal view (B9). Abbreviations: in, inner lamella cuticle; lst, limb stem; sh, shield.
Fig. 4 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 4. Phosphatocopid crustacean Cyclotron angelini (Linnarsson, 1875), ZPAL Cr.11/ph060 from the Olenus Biozone, Furongian, Dębki 2 borehole, northern Poland. Left mandible in posterior view, note the empty space left by the setose endite ("basipodal endite") broken off between gnathobase of coxa and endopod (A1); pairs of antennae and mandibles in oblique ventral view (A2); proximal part of right antenna in anterior view; note coxa of mandible with the circular cuticular structure around the exopod (arrow) (A3); margin of left coxal gnathobase with tuft-like setae (A4); distal part of right mandible with part of coxa, setose endite ("basipodal endite") and two-divided endopod (arrow) (A5); distal part of left mandible with preserved coxa and endopod, note sternum with left paragnath; setose endite ("basipodal endite") is not preserved (A6). Abbreviations: an, antenna; co, coxa; en, endopod; ex, exopod; gn, gnathobase; md, mandible; se, setose endite; st, sternum.
Fig. 1. A in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 1. A. Geographic location of study area in northern Poland, Dębki (asterisk). B. Stratigraphic column showing location of the sample with Phosphatocopida.
Fig. 8 in Exceptionally well-preserved Orsten-type phosphatocopid crustaceans from the Cambrian of Poland
Fig. 8. Examples of phosphatocopids with soft parts preserved from the Olenus Biozone, Furongian, Dębki 2 borehole, northern Poland. A. ZPAL Cr.11/ ph414, head larvae stage of Hesslandona unisulcata Müller, 1982, ventral is up; BSE image, lateral view of right side exhibiting antenna, mandible and first post-mandibular limb, small triangle-like cuticular structure at base of antenna (arrow) (A1); BSE image, detailed view of proximal part of antenna, small triangle-like cuticular structure at base of antenna (arrow), and mandible with coxa and basipod, note poorly visible border line between coxa and basipod in lateral part of limb (A2); antero-lateral view depicting antenna (arrow), mandible and first post-mandibular limb, distal part of labrum partly visible (A3); BSE image, exhibiting first post-mandibular limb, proximal endite masked by matrix (note the elongate depression on the lateral part of basipod and exopod inserting on its distal part) (A4). B. ZPAL Cr.11/ph222, an undetermined phosphatocopid; antero-lateral view of the right side depicting heart-like hypostome, inserting place of antennula (arrow); distal parts of antenna and mandible partly broken off (B1); BSE image, detailed view of proximal parts of antenna, note swollen proximal area of limb stem possibly representing lateral part of coxa (white arrow), and possible basipod with arising exopod on its distal part; mandible, note possible remains of border line (white arrow) between coxa and strongly reduced basipod; inserting place of antennula with preserved arthrodial membrane (black arrow) (B2); detailed view of proximal part of antenna exhibiting swollen part (arrow) and arthrodial membrane (B3); postero-lateral view depicting first left post-mandibular limb with relatively large setose proximal endite, basipod with inserting place of exopod developed as long depression and with partly preserved exopod and partly preserved endopod (B4). C. ZPAL Cr.11/ph202, an undetermined phosphatocopid in anterior view, representing early growth stage depicting hypostome-labrum with median eyes, pair of antennulae (arrow), and partly preserved antennae. D. ZPAL Cr.11/ph498, an undetermined phosphatocopid in view from behind, representing early growth stage exhibiting labrum, sternum, mandibles consisting of separate coxa and basipod, and right 1st post-mandibular limb. Abbreviations: atl, antennula; an, antenna; co, coxa; ba, basipod; en, endopod; ex, exopod; hp, hypostome, lb, labrum; lst, limb stem; me, median eye; md, mandible; pe, proximal endite; st, sternum.
BSRLC+: An annual land cover dataset for the Baltic Sea Region with crop types and peat bogs at 30 m from 2000 to 2022
<p><strong>(NEW) </strong>Baltic Sea Region Land Cover <em>Urban</em> (BSRLC-U) focusing on urban built-up types now available: <a href="https://zenodo.org/records/17347941">https://zenodo.org/records/17347941 </a></p> <p><strong>Baltic Sea Region Land Cover <em>Plus </em>(BSRLC+) </strong>is annual land cover mapping (30 m) dataset in Europe from 2000 to 2022. The maps contain detailed information of 18 land cover (LC) types, including 9 crop types and 2 peat bog types.</p> <p>Input data : Optical multi-temporal remote sensing imageries (Landsat 5 (TM) / 7 (ETM+) / 8 (OLI) / 9 (OLI+) and Sentinel 2 (A / B ) from 2000 to 2022. Data is processed to surface reflectance and tiled into datacube structure using <a href="https://doi.org/10.3390/rs11091124">Framework for Operational Radiometric Correction for Environmental monitoring - FORCE.</a></p> <p>Mapping method: Maps are produced using data encoding and deep learning classification according to <a href="https://doi.org/10.1016/j.jag.2024.103867">Pham et al. 2024</a></p> <p>Validation: Maps have been rigorously validated using independent in-situ data <a href="https://doi.org/10.1038/s41597-020-00675-z">The Land Use/Cover Area frame Survey (LUCAS)</a>. </p> <p>Traing data and validation data are available: <a href="https://zenodo.org/records/11073291">https://zenodo.org/records/11073291</a></p> <p>This dataset contains:</p> <ul> <li><strong>00_preview.png</strong>: Preview map (2022) of the Baltic Sea region</li> <li><strong>BSRLC_{year}.tif</strong>: Annual map data (30 m) in GeoTIFF format (projection ETRS89 / EPSG:3035)</li> <li><strong>BSRLC_legend.xlss</strong>: Land cover codes and class names</li> <li><strong>BSRLC_qgis_style.qml</strong>: Map style to be used in QGIS</li> <li><strong>BSRLC_arcgis_style.lyrx</strong>: Map style to be used in ArcGIS</li> </ul> <p>Land cover codes (can also be found in <strong>BSRLC_legend.xlss</strong>):</p> <ul> <li>1: Built-up</li> <li>2: Bareland</li> <li>3: Water</li> <li>4: Shrubland</li> <li>5: Broadleaf forest</li> <li>6: Coniferous forest</li> <li>7: Wetland marsh</li> <li>8: Exploited peat bog</li> <li>9: Unexploited peat bog</li> <li>10: Wheat</li> <li>11: Barley</li> <li>12: Rye</li> <li>13: Oat</li> <li>14: Maize</li> <li>15: Seed crops</li> <li>16: Root crops</li> <li>17: Pulses, vegetable</li> <li>18: Grassland</li> <li>255: Nodata</li> </ul> <p> </p> <p><strong>Publication (please cite this publication if you are using the dataset):</strong></p> <ul> <li>Pham, V.-D., de Waard, F., Thiel, F., Bobertz, B., Hellmann, C., Nguyen, D.-V., Beer, F., Arasumani, M., Schwieder, M., Hartleib, J., Frantz, D., & van der Linden, S. (2024). An annual land cover dataset for the Baltic Sea Region with crop types and peat bogs at 30 m from 2000 to 2022. <em>Scientific Data, 11</em>, 1242, <a href="https://doi.org/10.1038/s41597-024-04062-w">https://doi.org/10.1038/s41597-024-04062-w</a></li> </ul> <p> </p> <p><strong>Other related publications:</strong></p> <ul> <li><em>Pham, V.-D., Tetteh, G., Thiel, F., Erasmi, S., Schwieder, M., Frantz, D., & van der Linden, S. (2024). Temporally transferable crop mapping with temporal encoding and deep learning augmentations. International Journal of Applied Earth Observation and Geoinformation, 129, 103867, <a href="https://doi.org/10.1016/j.jag.2024.103867">https://doi.org/10.1016/j.jag.2024.103867</a></em></li> <li><em>Frantz, D. (2019). FORCE—Landsat + Sentinel-2 Analysis Ready Data and Beyond. Remote Sensing, 11, <a href="https://doi.org/10.3390/rs11091124">https://doi.org/10.3390/rs11091124</a></em></li> </ul> <p> </p> <p><strong>Funding</strong></p> <p>This datatset is created in the frame of the Interdisciplinary Research Center for the Baltic Sea Region Research (IFZO) of University of Greifswald, Germany, and the research project Fragmented Transformations, which is funded by the German Federal Ministry of Education and Research (FKZ 01UC2102). </p>
Sexual dimorphism in subterranean amphipod crustaceans covaries with subterranean habitat type: data and R code
<p>The data and R code used for data analyses in the manuscript titled "Sexual dimorphism in <em>Niphargus </em>amphipods is predicted by surface-subterranean environmental gradient". The collection contains:</p> <ol> <li>A zipped folder "videos", where raw videos used in the study are stored.</li> <li>A zipped folder "tracking_results", where video-tracking results obtained from the raw videos are stored, along with supporting files and R code (Rscript_extract_behavior.Rmd) with custom functions (Behavior_custom_functions.Rmd) needed to analyze tracking results and retrieve final behavioral data.</li> <li>A README file with details on how the data and code is organized.</li> <li>Supplementary Material file including all raw data used in the main data analysis (SupplementaryMaterial.xlsx)</li> <li>A supporting file with data from another study used in the main data analysis (sex_ratio.xlsx, results from https://onlinelibrary.wiley.com/doi/full/10.1111/jeb.13917; https://zenodo.org/records/5175861)</li> <li>Two files containing phylogenetic trees: one complete phylogenetic tree of<em> Niphargus </em>(consensus_tree)<em> </em>and 100 randomly drawn phylogenetic trees from the stationary phase of the Bayesian analysis, pruned to focal species (100_pruned_trees), which were used in the main data analysis.</li> <li>The Rcode containing the code of the main data analysis to reproduce the reported results (RScript_data_analysis.Rmd), as well as some additional analyses not included in the manuscript.</li> </ol>
Study of the failure mechanism of a HDPE liner in a Type IV high-pressure storage tank [Dataset related to publication]
<p>Data type: SEM micrographs; ATR-FTIR spectra; XRD patterns, DSC profiles and analyses. </p> <p>Data format: *.tif; *.dat; *.asc; *.opj.</p> <p>Origin of the data: laboratory equipment from University of Udine (SEM, ATR-FTIR, XRD, DSC).</p> <p>Software needed to plot the data: folders need to be unzipped, Origin.</p>
Multi-cell type deconvolution using a probabilistic model for single-molecule DNA methylation haplotypes
<p>Files required to run deconvolution with CelFIE-ISH and Epistate, in U250 regions from Loyfer et al. 2023, in both "pat" and "epiread" formats. </p>
Figs 127-134 in Annotated type catalogue of the Orthalicoidea (Mollusca, Gastropoda, Stylommatophora) in the Muséum d'histoire naturelle, Geneva
Figs 127-134. Orthalicidae. (127) Kara viriata (Morelet, 1863), syntype, MHNG-INVE-78772 (H = 58.7). (128) Kara yanamensis (Morelet, 1863), syntype, MHNG-INVE-60202 (H = 55.4). (129) Scholvienia jaspidea (Morelet, 1863), syntype, MHNG-INVE-60211 (H = 47.2). (130) Orthalicus phlogerus (d'Orbigny, 1835), syntype, MHNG-INVE-64982 (H = 47.2). (131-132) Orthalicus zigzag (Lamarck, 1822), syntype, MHNG-INVE-51144 (H = 50.1). (133-134) Liguus fasciatus (Müller, 1774), (133) paratype of Liguus fasciatus viridis Clench, 1934, MHNG-INVE-64933 (H = 55.8), (134) paratype of Liguus crenatus barbouri Clench, 1929, MHNG-INVE-64938 (H = 43.2).
Figs 113-126 in Annotated type catalogue of the Orthalicoidea (Mollusca, Gastropoda, Stylommatophora) in the Muséum d'histoire naturelle, Geneva
Figs 113-126. Odontostomidae. (113-114) Bahiensis bahiensis (S. Moricand, 1834), syntype, MHNG-INVE-64638 (H = 18.5). (115-117) Tomigerus clausus (Spix, 1827), syntype of Helix (Cochlodonta) tomigera S. Moricand, 1836, MHNG- INVE-64717 (H = 10.1). (118-121) Biotocus turbinatus (Pfeiffer, 1845), syntype of Helix tomigeroides S. Moricand, 1846, MHNG-INVE-64718 (H = 11.4). (122) Spixia striata (Spix, 1827), paralectotype of Pupa spixii major d'Orbigny, 1837, MHNG-INVE-64662 (H = 34.6). (123-124) Burringtonia pantagruelina (S. Moricand, 1834), (123) syntype, MHNG-INVE-64695 (H = 52.9), (124) syntype of Helix (Cochlodina) pantagruelina minor S. Moricand, 1836, MHNG-INVE-64698 (H = 45.1). (125) Cyclodontina inflata (Wagner in Spix, 1827), specimen from original series of Bulimus scabrellus 'Anthony' Dohrn, 1882, MHNG-INVE-64686 (H = 19.7). (126) Plagiodontes patagonicus (d'Orbigny, 1835), paralectotype, MHNG-INVE-64708 (H = 22.2).
Fig. 135 in Annotated type catalogue of the Orthalicoidea (Mollusca, Gastropoda, Stylommatophora) in the Muséum d'histoire naturelle, Geneva
Fig. 135. Bothriembryontidae. Placostylus porphyrostomus monackensis (Crosse, 1888), possible syntype of Bulimus duplex major Gassies, 1871, MHNG-INVE-64837 (H = 88.0). Figs 136-137. Bulimulidae. (136-137) Drymaeus (Mesembrinus) polygrammus (S. Moricand, 1836), syntype, MHNG-INVE-64561 (H = 14.0). Fig. 138. Amphibulimidae. Dryptus pardalis (Férussac, 1821), syntype, MHNG-INVE-60142 (H = 70.2). Fig. 139. Orthalicidae. Liguus fasciatus (Müller, 1774), paratype of Liguus fasciatus archeri Clench, 1934, MHNG-INVE-64921 (H = 54.5).
Figs 84-96 in Annotated type catalogue of the Orthalicoidea (Mollusca, Gastropoda, Stylommatophora) in the Muséum d'histoire naturelle, Geneva
Figs 84-96. Bulimulidae. (84-85) Protoglyptus heterogrammus (S. Moricand, 1836), syntype, MHNG-INVE-64598 (H = 12.5), scale 0.5 mm. (86-87) Protoglyptus longisetus (S. Moricand, 1846), syntype, MHNG-INVE-64605 (H = 6.91), scale 0.5 mm. (88) Auris melastoma (Swainson, 1820), syntype of Helix (Cochlogena) rhodospira chrysostoma S. Moricand, 1836, MHNG-INVE-60161 (H = 56.4). (89) Auris illheocolus (S. Moricand, 1836), syntype, MHNG-INVE-60171 (H = 66.7). (90) Auris egregia (Jay, 1836), syntype of Helix (Cochlogena) maximiliana minor S. Moricand, 1836, MHNG- INVE-60152 (H = 38.2). (91) Bostryx cuspidatus (Morelet, 1863), syntype, MHNG-INVE-60377 (H = 30.2). (92) Bostryx acromelas (Morelet, 1863), syntype, MHNG-INVE-60378 (H = 19.8). (93) Bostryx spiculatus spiculatus (Morelet, 1860), paralectotype, MHNG-INVE-60411 (H = 23.3). (94) Bostryx veruculum (Morelet, 1860), syntype, MHNG-INVE-60384 (H = 25.2). (95-96) Bostryx virgultorum (Morelet, 1863), paralectotype respectively lectotype, MHNG-INVE-60341 (H = 30.5). ►
Figs 26-28 in Annotated type catalogue of the Orthalicoidea (Mollusca, Gastropoda, Stylommatophora) in the Muséum d'histoire naturelle, Geneva
Figs 26-28. Simpulopsidae. (26) Rhinus heterotricha (S. Moricand, 1836), syntype, MHNG-INVE-64602 (H = 53.4). (27) Rhinus pubescens (S. Moricand, 1846), syntype, MHNG-INVE-64606 (H = 15.6). (28) Rhinus velutinohispida (S. Moricand, 1836), syntype, MHNG-INVE-64611 (H = 33.0). Figs 29-30. Bothriembryontidae. (29) Euplacostylus koroensis (Garrett, 1872), probable paralectotype, MHNG-INVE-64767 (H = 47.7). (30) Bothriembryon costulatus (Lamarck, 1822), syntype, MHNG-INVE-51162 (H = 26.0). Figs 31-41. Bulimulidae. (31) Rabdotus dealbatus (Say, 1821), paratype of Bulimulus dealbatus jonesi Clench, 1937, MHNG- INVE-60529 (H = 18.1). (32) Naesiotus crepundia (d'Orbigny, 1835), paralectotype, MHNG-INVE-60497 (H = 22.8). (33) Naesiotus dentritis (Morelet, 1863), lectotype, MHNG-INVE-60432 (H = 20.8). (34) Naesiotus montivagus (d'Orbigny, 1835), paralectotype, MHNG-INVE-60505 (H = 19.4). (35) Naesiotus snodgrassi (Dall, 1900), paratype, MHNG- INVE-60518 (H = 17.3). (36) Naesiotus trichodes (d'Orbigny, 1835), paralectotype, MHNG-INVE-60513 (H = 18.5). (37) Naesiotus vestalis (Albers, 1854), paralectotype, MHNG-INVE-60515 (H = 16.4). (38-39) Oxychona pyramidella (Wagner in Spix, 1827), syntype of Helix (Helicigona) blanchetiana S. Moricand, 1834, MHNG-INVE-60674 (H = 15.6). (40-41) Pseudoxychona pileiformis (S. Moricand, 1836), syntype, MHNG-INVE-64567 (H = 19.5). ►
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.