Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
2,914
datasets available to search
ShareScore release 0.9.0
Dataset results
2,914 results for “replacement”
Fig. 4. Ramenta cambrina Jiang,1982 in Phosphate replicated and replaced microstructure of molluscan shells from the earliest Cambrian of China
Fig. 4. Ramenta cambrina Jiang,1982. Specimen NIGP Mo 131200 from sample yy9649−1,upper phosphatic bed of the Zhongyicun Member,Beideng of Anning in the eastern Yunnan,Meishucunian. A. Lateral view. B. Apical view. C. Enlargement of place shown by arrow a in B,note irregular polygonal convexity. D. Enlargement of C, note lamello−fibrillar structure.
Fig. 2 in Phosphate replicated and replaced microstructure of molluscan shells from the earliest Cambrian of China
Fig. 2. Ilsanella cf. orectes (Jiang,1982). Specimen NIGP Mo 131353 from sample yb96929−1,upper phosphatic bed of the Zhongyicun Member,Baizai Xundian in the eastern Yunnan,Meishucunian. A. Lateral view. B. Lamello−fibrillae (arrow a) approximately perpendicular to growth lines (arrow b). C. Microstructure of inner surface of external coating. D. Enlargement of place shown by arrow in C, note lamello−fibrillae.
Fig. 7 in Phosphate replicated and replaced microstructure of molluscan shells from the earliest Cambrian of China
Fig. 7. Papilloconus explanatus Feng et al.,2000. Specimen NIGP Mo 131364 from sample yd96924,upper phosphatic bed of the Zhongyicun Member, Baizai of Xundian in the eastern Yunnan,Meishucunian. A. Lateral view. B. Apical view. C. Enlargement of place shown by arrow in B,note regular ar − rangement of nodules, corresponding to the end of prisms.
Results of Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-based Replacement of Radiative Transfer and Roughness Model
<p>This repository contains:</p> <ol> <li>A deep neural network (DNN) based soil moisture (SM) estimates (NN) based on the SMAP TB (Descending, 6 AM) and SMAP SCA-V ancillary data as the input variables. (<a href="../api/records/13309165/draft/files/SMAP_NN_36km_20150331_20220326.nc/content" target="_blank" rel="noopener noreferrer">SMAP_NN_36km_20150331_20220326.nc</a>)</li> <li>Temporally averaged roughness parameter (hNN) and scattering albedo (omegaNN) which are retrieved by inversely tracking the DNN model. (<a href="../api/records/13309165/draft/files/SMAP_hNN_omegaNN_36km_temporal_average_201503_202103.nc/content" target="_blank" rel="noopener noreferrer">SMAP_hNN_omegaNN_36km_temporal_average_201503_202103.nc</a>)</li> </ol> <p>Summary:</p> <p>The DNN model has been developed by relating SMAP TB and SMAP SCA-V ancillary data with in-situ SM data from the international soil moisture network (ISMN) using DNN. To minimize scale mismatch between gridded SMAP data and point in-situ data, the triple collocation analysis was conducted.</p> <p>The SM estimated from the DNN algorithm (NN) showed a good agreement with the ISMN data that was not used in the model training. Moreover, for a densely vegetated region located in the Amazon (Tambopata site) the NN showed less bias compared to available SM retrievals. </p> <p>Two parameters hNN and omegaNN are retrieved by ingesting NN to the modified dual channel algorithm. When the SM retrieval was conducted using the hNN and omegaNN, the result showed good agreement with the NN (DNN-based SM) with R of 0.986, ubRMSD of 0.015 m3/m3, and bias of -0.001 m3/m3.</p> <p>The paper "Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-based Replacement of Radiative Transfer and Roughness Model" published in the Transactions on Geoscience and Remote Sensing.</p> <p>For more details, please contact me (wotp12@unist.ac.kr)</p>
Linked collectors and determiners for: Pseudogramma xanthum, a new replacement name for a serranid fish from the subtropical South Pacific Ocean with description of the species..
Natural history specimen data linked to collectors and determiners held within, "Pseudogramma xanthum, a new replacement name for a serranid fish from the subtropical South Pacific Ocean with description of the species.". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/b08ec2ae-2a9b-45a0-9fbb-22f9c56205d1">https://bionomia.net/dataset/b08ec2ae-2a9b-45a0-9fbb-22f9c56205d1</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/b08ec2ae-2a9b-45a0-9fbb-22f9c56205d1">https://gbif.org/dataset/b08ec2ae-2a9b-45a0-9fbb-22f9c56205d1</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: A morphological and molecular study of Psilops, a replacement name for the Brazilian microteiid lizard genus Psilophthalmus Rodrigues 1991 (Squamata, Gymnophthalmidae), with the description of two new species.
Natural history specimen data linked to collectors and determiners held within, "A morphological and molecular study of Psilops, a replacement name for the Brazilian microteiid lizard genus Psilophthalmus Rodrigues 1991 (Squamata, Gymnophthalmidae), with the description of two new species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/a5d17497-8053-43bb-ab87-15c78466231c">https://bionomia.net/dataset/a5d17497-8053-43bb-ab87-15c78466231c</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a5d17497-8053-43bb-ab87-15c78466231c">https://gbif.org/dataset/a5d17497-8053-43bb-ab87-15c78466231c</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Neolinoptes gen. n., a replacement name for the net-winged beetle genus Linoptes Gorham, 1884 and a new species of Lycomorphon from Guyana (Coleoptera: Lycidae).
Natural history specimen data linked to collectors and determiners held within, "Neolinoptes gen. n., a replacement name for the net-winged beetle genus Linoptes Gorham, 1884 and a new species of Lycomorphon from Guyana (Coleoptera: Lycidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/72be4ad0-68fe-42e1-b15f-929d1c210a71">https://bionomia.net/dataset/72be4ad0-68fe-42e1-b15f-929d1c210a71</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/72be4ad0-68fe-42e1-b15f-929d1c210a71">https://gbif.org/dataset/72be4ad0-68fe-42e1-b15f-929d1c210a71</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Taxonomic and nomenclatorial revision within the Neotropical genera of the subtribe Odontocheilina W. Horn in a new sense- 19. Odontocheila microptera nom. nov., a new replacement name for O. euryoides W. Horn, 1922, and lectotype designation of O. nitidicollis (Dejean, 1825) (Coleoptera: Cicindelidae).
Natural history specimen data linked to collectors and determiners held within, "Taxonomic and nomenclatorial revision within the Neotropical genera of the subtribe Odontocheilina W. Horn in a new sense- 19. Odontocheila microptera nom. nov., a new replacement name for O. euryoides W. Horn, 1922, and lectotype designation of O. nitidicollis (Dejean, 1825) (Coleoptera: Cicindelidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/32cfba27-8d59-4094-baa1-cd729e17eff9">https://bionomia.net/dataset/32cfba27-8d59-4094-baa1-cd729e17eff9</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/32cfba27-8d59-4094-baa1-cd729e17eff9">https://gbif.org/dataset/32cfba27-8d59-4094-baa1-cd729e17eff9</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Four new species of Tipula (Sinotipula) Alexander (Diptera, Tipulidae) from China and a new replacement name in Tipula (Vestiplex) Bezzi, 1924.
Natural history specimen data linked to collectors and determiners held within, "Four new species of Tipula (Sinotipula) Alexander (Diptera, Tipulidae) from China and a new replacement name in Tipula (Vestiplex) Bezzi, 1924". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/cc6ddea5-c262-450e-a8c7-f9b06e89f1b3">https://bionomia.net/dataset/cc6ddea5-c262-450e-a8c7-f9b06e89f1b3</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/cc6ddea5-c262-450e-a8c7-f9b06e89f1b3">https://gbif.org/dataset/cc6ddea5-c262-450e-a8c7-f9b06e89f1b3</a>. Formatted as a Frictionless Data package.
FIG. 1. — This concrete bridge replaced a in Pigs and ritual-hunting among the highland Tau-Buhid in Mounts Iglit-Baco natural park, Philippines
FIG. 1. — This concrete bridge replaced a hanging bridge as part of the State modernization plan for the Mounts Iglit-Baco Natural Park. For many Tau-Buhid, the concrete bridge represents a denial of their legal and customary rights within and over the extent of their lands, and is a threat to the survival of their way of life. Through this bridge, State surveillance and control of highland activities intensified. Photo credits: C. A. Rosales.
Supplemental data of publication "Reactive Transport Model of Kinetically Controlled Celestite to Barite Replacement".
<p>Supplemental data of publication "Reactive Transport Model of Kinetically Controlled Celestite to Barite Replacement".</p> <p>Authors: Morgan Tranter, Maria Wetzel, Marco De Lucia, Michael Kühn</p> <p>Contact: mtranter@gfz-potsdam.de</p> <p>Submitted to Advances in Geosciences (31.06.2021).<br> Special Issue: European Geosciences Union General Assembly 2021, EGU Division Energy, Resources & Environment (ERE)</p> <p>EGU21 Abstract:<br> https://doi.org/10.5194/egusphere-egu21-9832</p> <p>Licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)</p>
Figs. 1-4 in New synonymy and homonymy replacement for Conosimus caucasicus Melichar, 1914 (Hemiptera: Fulgoroidea: Issidae)
Figs. 1-4. Type material of Conosimus caucasicus Melichar, 1914: 1 – dorsal view of the lectotype; 2 – lateral view of the lectotype; 3 – frontal view of the paralectotype; 4 – associated labels of the lectotype.
Figure 1 in A replacement name for Chrysolina mikhailovi Lopatin, 2011 (Coleoptera: Chrysomelidae: Chrysomelinae), primary junior homonym of Ch. mikhailovi Ge & Daccordi, 2011
Figure 1. Holotype of Chrysolina mikhailovi Ge & Daccordi, 2011. A. Habitus; B–D. Aedeagus. Scale bars: A = 2.0 mm; B–D = 1.0 mm.
Text-fig. 4. Tooth replacement by the barbary ground squirrel (Atlantoxerus getulus). a – right maxillary with DP3–M3 (MNCN- 5522) showing the relative position of the two deciduous teeth; b – right maxillary with P3–M3 (MNCN-5538) showing the replacement of the DP4 by the P4 (not erupted). Blue: DP4; green: P4; yellow DP3; red: P3. in Dental Anomaly In A Middle Miocene Fossil Of The Genus Spermophilinus (Rodentia, Sciuridae) From Southern Germany
Text-fig. 4. Tooth replacement by the barbary ground squirrel (Atlantoxerus getulus). a – right maxillary with DP3–M3 (MNCN- 5522) showing the relative position of the two deciduous teeth; b – right maxillary with P3–M3 (MNCN-5538) showing the replacement of the DP4 by the P4 (not erupted). Blue: DP4; green: P4; yellow DP3; red: P3.
Data for: Using spatial patterns of seeds and saplings to assess the prevalence of heterospecific replacements among cloud forest canopy tree species
<p><b>Questions:</b> To gain insights into the role of species-by-species replacements in cloud forest community structuring, we asked: (1) What are the effects of the spatial distribution of standing individuals on the seed rain, soil seed bank, and sapling density and survival in this cloud forest? and (2) What is the prevalence of conspecific vs<i>.</i> heterospecific replacements in the regeneration of this forest?</p> <p><b>Location:</b> Santo Tomás Teipan, Oaxaca State, southern Mexico.</p> <p><b>Methods:</b> In a 1-ha cloud forest plot we assessed seed rain, seed bank, and sapling density and survival of four canopy tree species (<i>Chiranthodendron pentadactylon</i>, <i>Cornus disciflora</i>,<i> Quercus laurina</i>, <i>Oreopanax</i> <i>xalapensis</i>). All standing individuals of these and other tree species (dbh ≥ 2.5 cm) were mapped. We used neighbourhood models to examine the spatial patterns of the three life cycle stages relative to the spatial distribution of adults. The neighbourhood effect was assessed through the Neighbourhood Index, which integrates information on size (dbh) and distance to adults. Data analysis was based on maximum likelihood and model selection procedures.</p> <p><b>Results:</b> We found large between-species differences regarding the spatial patterns of seeds and saplings. Three species showed evidence for the Janzen-Connell effect operating at the seed (<i>C. pentadactylon</i> and <i>Q. laurina</i>) or sapling (<i>O.</i> <i>xalapensis</i>) stage. We also found support for a critical role of specific microsite factors (i.e., niche differentiation) in the regeneration of two species (<i>C. pentadactylon</i> and <i>C. disciflora</i>).</p> <p><b>Conclusions:</b> Seed and sapling distribution patterns suggest the prevalence of heterospecific replacements, and that both Janzen-Connell and niche differentiation effects contribute to this pattern. Our results largely support the notion that the prevalence of heterospecific replacements among canopy species promotes species coexistence in cloud forest.</p>
Replacing gas boilers with heat pumps is the fastest way to cut German gas consumption
<p>This Excel file contains tables S1 to S7 of the paper "Replacing gas boilers with heat pumps is the fastest way to cut German gas consumption"</p>
Data from: Balanced replacement of fish meal with Hermetia illucens meal allows efficient hepatic nutrient metabolism and increased fillet lipid quality in gilthead sea bream (Sparus aurata) juveniles
<p>In the present study, gilthead sea bream (<em>Sparus aurata</em>) juveniles were reared using sustainable feeds containing insect meal from <em>Hermetia illucens</em> larvae and poultry by-products meal. Proteomics and Proton Nuclear Magnetic Resonance-based metabolomics analysis were used to assess the metabolic impact of tested dietary formulations in sea bream liver, whereas the composition of muscle fillet was characterized by means of metabolomics and gas chromatography of fatty acids methyl esters. Replacing fish meal with insect meal in a 5% fish meal diet did not substantially alter metabolism of dietary nutrients, leading to small but statistically detectable effects solely on lauric acid content of sea bream fillet, and few alterations in some markers of immune response, such as leukocyte elastase inhibitor-like, granzyme B (G,H)-like, and two associated ortholog groups namely serpin B, and chymase). Liver morphology confirmed the absence of structural damage or inflammation in the insect meal-fed group, which showed a lower amount of hepatic lipid deposition and accumulation, too.</p>
Models for molecular replacement (7QHY)
<p>data for the paper "Best practices of using AI-based models in crystallography and their impact in Structural Biology"</p>
Green and Controllable Preparation of Cu/Zn Alloys Using Combined Electrodeposition and Redox Replacement
<p>Dataset of journal paper </p> <p>Green and Controllable Preparation of Cu/Zn Alloys Using Combined Electrodeposition and Redox Replacement</p> <p> </p>
Figs 60–64 in Four new species of Tipula (Sinotipula) Alexander (Diptera, Tipulidae) from China and a new replacement name in Tipula (Vestiplex) Bezzi, 1924
Figs 60–64. Tipula (Sinotipula) longiloba sp. nov., holotype, ♂ (CAU). 60. Tergite 9, dorsal view. 61. Tergite 9, rear view. 62. Hypopygium, ventral view. 63. Outer gonostylus, lateral external view. 64. Inner gonostylus, lateral external view. Scale bars = 0.2 mm.
ScienceDex guides
Understand access before you commit
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.