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9,882 results for “Scale”

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zenodo40/100

47 Block--63k or 50k scale Survey of India Maps

<p>405&nbsp;maps of the Survey of India covering block 47.</p> <p>In the time since this first batch of maps (see the list below) was posted additional maps of Block 47 have become available.&nbsp; These additional maps are posted on a separate page, and can be reached by clicking the link(s) below.&nbsp; Included in the final set of additional maps is an Index Map showing the total 63k/50k holdings in Block 47.</p> <table> <tbody> <tr> <td><a href="../records/10460271">63k/50k Maps of South Asia--Block 47--additional 1--20240105</a></td> </tr> </tbody> </table>

opencc-by-4.0Sep 2023View details →
zenodo40/100

Data & figures: Comparison between Large-Scale Observed and Simulated Antarctic Sea-Ice Variability Response to Changes in Atmospheric and Oceanic Circulation

<p>These are the model data, key figures, and Python code generated during the project titled &ldquo;Comparison between Large-Scale Observed and Simulated Antarctic Sea-Ice Variability Response to Changes in Atmospheric and Oceanic Circulation.&quot; This project was undertaken during a 3-month research scholarship at the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, funded by the Helmholtz Visiting Researcher Grant, a program promoted by the Helmholtz Information and Data Science Academy (HIDA). Statistical methods pertain to the coupling of sea surface temperature and Antarctic sea-ice interactions. These methods can be applied to observations, reanalysis, and earth system model data</p>

opencc-byOct 2023View details →
zenodo40/100

Supporting information for "Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa"

<p>Raw VCF file for <em>Populus trichocarpa</em> V4 SNPs - Biallelic SNP variants were called for 1492 Populus trichocarpa genotypes using GATK Version 4.0 software.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

JusBrasilRec: A large-scale dataset of user sessions for recommendations on the legal domain

<p><strong>JusBrasilRec: A large-scale dataset of user sessions for recommendations on the legal domain</strong></p> <p>The proliferation of legal documents in various formats and their dispersion across multiple courts present a significant challenge for users seeking precise matches to their information requirements. Despite notable advancements in legal information retrieval systems, research into legal recommender systems remains limited. A plausible factor contributing to this scarcity could be the absence of extensive publicly accessible datasets or benchmarks.</p> <p>Jusbrasil (<a href="https://www.jusbrasil.com.br">https://www.jusbrasil.com.br</a>) is known as the largest legal search portal in Brazil. It provides an online environment where users can find the legal documents that best match their information needs. With millions of user interactions to billions of documents containing different artifacts related to law in Brazil, Jusbrasil appears as a large-scale test bed for advancing research on the still scarce area of legal recommender systems.&nbsp;</p> <p>Therefore, we&nbsp;collected and made available the <strong>JusBrasilRec</strong>, a dataset containing user sessions from Jusbrasil for recommendations on the legal domain. Additionally, we also computed and made available a TF-IDF matrix from the textual content of the documents in Jusbrasil. The following files are available for download from JusBrasilRec:</p> <ul> <li><strong>jusbrasilrec_dataset.zip:</strong> a compacted file containing the user sessions;</li> <li><strong>jusbrasilrec_tfidf_matrix.zip:</strong> a compacted file containing the TF-IDF matrix;</li> <li><strong>readme.txt:</strong> a text file explaining the content and format of the previous files.</li> </ul> <p><strong>How to cite the dataset:</strong> Marcos Aur&eacute;lio Domingues, Edleno Silva de Moura, Leandro Balby Marinho and Altigran da Silva. A Large Scale Benchmark for Session-based Recommendations on the Legal Domain. Artificial Intelligence and Law. 2023.</p>

opencc-by-4.0Oct 2023View details →
zenodo40/100

Data related to the paper: Surface Heating Steers Planetary-Scale Ocean Circulation

<p>Preprocessed outputs to reproduce figures in the paper:&nbsp;<a href="https://doi.org/10.1175/JPO-D-23-0016.1">https://doi.org/10.1175/JPO-D-23-0016.1</a>.</p>

opencc-by-4.0Jul 2023View details →
zenodo40/100

CarbonWatch-NZ: National Scale Inverse Modelling of New Zealand's Carbon Balance

<p>New Zealand flux estimates derived from the CarbonWatch-NZ national scale inverse modelling system&nbsp;(Bukosa<br> et al., 2023; Steinkamp et al., 2017),&nbsp;prepared for the publication &quot;A comprehensive assessment of anthropogenic and natural sources and sinks of Australasia&rsquo;s carbon budget&quot; by Villalobos et al. (2023), part of the the second phase of the REgional Carbon Cycle Assessment and Processes (RECCAP-2).&nbsp;</p>

opencc-by-4.0Oct 2023View details →
zenodo40/100

Distribution System Environmental and Sequencing Datasets for Assessing the Impacts of Lead Corrosion Control on the Microbial Ecology and Abundance of Drinking Water Associated Pathogens in a Full-Scale Drinking Water Distribution System

<p>The dataset of environmental parameters and sequence fastqs used to create figures and do analysis in the paper&nbsp;<strong>Assessing the Impacts of Lead Corrosion Control on the Microbial Ecology and Abundance of Drinking Water Associated Pathogens in a Full-Scale Drinking Water Distribution System&nbsp;&nbsp;</strong>submitted to Environmental Science &amp; Technology</p>

opencc-by-4.0Oct 2023View details →
zenodo40/100

Required data for simulating a typical large-scale urban traffic network

Open the record for dataset details and reuse information.

opencc-by-4.0Oct 2023View details →
zenodo40/100

Full-scale MBR coupled with PAC for the removal of 232 OMPs: operating conditions, conventional pollutants, concentration of OMPs, UHPLC-QTOF-MS analysis

<p>The spreadsheet&nbsp;contains data regarding the operation and performance of a full-scale MBR coupled with powdered activated carbon (PAC) added inside the reactor. This hybrid system is chosen to evaluate the removal of 232 organic micropollutants (OMPs) and the potential enhancement in the removal efficiencies with the addition of PAC at a concentration of 0.1 g/L and 0.2 g/L</p><ul><li>First worksheet contains minimum, maximum, and average concentrations of conventional pollutants (COD, BOD, SST, SSV, DOC, UV254, nitrogen compounds, phosphorous, <i>E. coli</i>) in the influent and effluent of the WWTP. Methodologies adopted are also reported.</li><li>Second worksheet reports the operating conditions of the full-scale MBR as well as information about the tubular UF membranes installed. Characteristics of the PAC purchased to perform the experiments regarding the removal of OMPs are also described.</li><li>Third worksheet reports minimum, maximum and average concentration of 232 OMPs in the influent and effluent during:<ol><li>The monitoring period considering only the MBR</li><li>The experimental periods where PAC is added and maintained at a concentration of 0.1g/L and 0.2g/L inside the MBR</li></ol></li><li>Fourth worksheet contains metadata regarding the UHPLC–QTOF–MS analysis performed to evaluate the occurrence of OMPs in the influent and effluent of the WWTP. Sampling, storage and sample preparation is described, followed to LC-ESI-tandem MS analysis. LOD and LOQ are reported.</li></ul>

opencc-by-4.0Sep 2022View details →
zenodo40/100

Figure 3 in Histology of ganoid scales from the early Late Cretaceous of the Kem Kem beds , SE Morocco : systematic and evolutionary implications

Figure 3. - Scales of Adrianaichthys pankowski (MNHN-Histos 1959). A: Cross section of a scale (transmitted natural light) showing two superimposed layers: pluristratified ganoine (black arrow), and basal plate (bp) constituted of an avascular bony tissue. Dentine is lacking; B-D: Cross sections of scales (transmitted natural light); B: Detail of pluristratified ganoine (g). In the underlying bony basal plate (bp) one can see canaliculi of Williamson (cw) and a growth mark (gm); C: Detail of the bony basal plate showing numerous Sharpey's fibres and two canaliculi of Williamson (arrow) and a growth mark (gm); D: Detail of the bony basal plate showing a dichotomy on a canaliculus of Williamson (arrowhead). Scale bars: A = 1 mm; B = 100 µm; C = 50 µm; D = 20 µm).

opencc-by-4.0Apr 2016View details →
zenodo40/100

Dawidziuk, 2002, C. praedubeli/C. deubeli Biozone, Arctic Canada. 28. Spinograptus spinosus Wood, 1900, L. nilssoni Biozone, EEP, Poland. 29. Spinograptus latespinosus Kozłowska−Dawidziuk, 1997. 30. Spinograptus munchi Eisenack, 1951, C. praedubeli/C. deubeli Biozone, EEP, Poland. 31. Papiliograptus papilio Lenz and Kozłowska−Dawidziuk, 2002, C. praedubeli/C. deubeli Biozone, Arctic Canada. 32. Plectograptus? karlsteinensis Kozłowska−Dawidziuk, Lenz, and Štorch, 2001, C. praedubeli/C. deubeli Biozone, Barrandian. 33. Neogothograptus thorsteinssoni Lenz and Kozłowska−Dawidziuk, 2004, L. progenitor Biozone, Arctic Canada. 34. Neogothograptus alatiformis Lenz and Kozłowska−Dawidziuk, 2004, L. progenitor Biozone, Arctic Canada. 35. Neogothograptus purus Kozłowska−Dawidziuk, 1995, EEP, Poland. 36. Holoretiolites mancki (Münch, 1931). 37. Holoretiolites helenaewitoldi sp. nov., L. progenitor Biozone, EEP, Poland. 38. Plectograptus wimani Eisenack, 1951, N. nilssoni Biozone, Baltic erratic boulder, Poland. 39. Plectograptus robustus Obut and Zaslavskaya, 1983, L. nilssoni Biozone, EEP, Kaliningrad. 40. Plectograptus macilentus Törnquist, 1887, L. scanicus Biozone, Baltic erratic boulder, Poland. 41. Semiplectograptus urbaneki Kozłowska−Dawidziuk, 1995, Cucullograptus hemiaversus/C. aversus Biozone, EEP, Poland. 42. Plectodinemagraptus gracilis Kozłowska−Dawidziuk, 1995, Cucullograptus hemiaversus/C. aversus Biozone, EEP, Poland. Figures adapted from: 1, Melchin (1999); 2, 4–5, Bouček and Münch (1944); 3, holotype photographed by A. Lenz; 6, 9, Bates and Kirk (1992); 7, Bates and Kirk (1997); 8, Štorch (1994); 10–15, 38, 40–42, Kozłowska−Dawidziuk (1995); 16, Kozłowska−Dawidziuk (2001); 17–21, Lenz and Kozłowska−Dawidziuk (2001); 22, 25, Kozłowska−Dawidziuk (1990); 23, 35, photo taken by author; 24, 32, Kozłowska−Dawidziuk et al. (2001); 26, 27, 31, Lenz and Kozłowska−Dawidziuk (2002a); 28, 35, photo taken by author; 29, Kozłowska−Dawidziuk (1997); 30, Kozłowska−Dawidziuk 2002; 36, Kozłowska−Dawidziuk and Lenz (2001); 37, this paper; 39, Obut and Zaslavskaya (1983). Not to scale. Abbreviations: RD, Rhuddanian; SHEIN, Sheinwoodian; GORST, Gorstian; LUDF, Ludfordian. Biozonal scheme after Koren' et al. 1996; Geological time scale by International Commission on Stratigraphy, International Union of Geological Sciences 2004 (www.stratigraphy.org) in Evolution of retiolitid graptolites-a synopsis

Dawidziuk, 2002, C. praedubeli/C. deubeli Biozone, Arctic Canada. 28. Spinograptus spinosus Wood, 1900, L. nilssoni Biozone, EEP, Poland. 29. Spinograptus latespinosus Kozłowska−Dawidziuk, 1997. 30. Spinograptus munchi Eisenack, 1951, C. praedubeli/C. deubeli Biozone, EEP, Poland. 31. Papiliograptus papilio Lenz and Kozłowska−Dawidziuk, 2002, C. praedubeli/C. deubeli Biozone, Arctic Canada. 32. Plectograptus? karlsteinensis Kozłowska−Dawidziuk, Lenz, and Štorch, 2001, C. praedubeli/C. deubeli Biozone, Barrandian. 33. Neogothograptus thorsteinssoni Lenz and Kozłowska−Dawidziuk, 2004, L. progenitor Biozone, Arctic Canada. 34. Neogothograptus alatiformis Lenz and Kozłowska−Dawidziuk, 2004, L. progenitor Biozone, Arctic Canada. 35. Neogothograptus purus Kozłowska−Dawidziuk, 1995, EEP, Poland. 36. Holoretiolites mancki (Münch, 1931). 37. Holoretiolites helenaewitoldi sp. nov., L. progenitor Biozone, EEP, Poland. 38. Plectograptus wimani Eisenack, 1951, N. nilssoni Biozone, Baltic erratic boulder, Poland. 39. Plectograptus robustus Obut and Zaslavskaya, 1983, L. nilssoni Biozone, EEP, Kaliningrad. 40. Plectograptus macilentus Törnquist, 1887, L. scanicus Biozone, Baltic erratic boulder, Poland. 41. Semiplectograptus urbaneki Kozłowska−Dawidziuk, 1995, Cucullograptus hemiaversus/C. aversus Biozone, EEP, Poland. 42. Plectodinemagraptus gracilis Kozłowska−Dawidziuk, 1995, Cucullograptus hemiaversus/C. aversus Biozone, EEP, Poland. Figures adapted from: 1, Melchin (1999); 2, 4–5, Bouček and Münch (1944); 3, holotype photographed by A. Lenz; 6, 9, Bates and Kirk (1992); 7, Bates and Kirk (1997); 8, Štorch (1994); 10–15, 38, 40–42, Kozłowska−Dawidziuk (1995); 16, Kozłowska−Dawidziuk (2001); 17–21, Lenz and Kozłowska−Dawidziuk (2001); 22, 25, Kozłowska−Dawidziuk (1990); 23, 35, photo taken by author; 24, 32, Kozłowska−Dawidziuk et al. (2001); 26, 27, 31, Lenz and Kozłowska−Dawidziuk (2002a); 28, 35, photo taken by author; 29, Kozłowska−Dawidziuk (1997); 30, Kozłowska−Dawidziuk 2002; 36, Kozłowska−Dawidziuk and Lenz (2001); 37, this paper; 39, Obut and Zaslavskaya (1983). Not to scale. Abbreviations: RD, Rhuddanian; SHEIN, Sheinwoodian; GORST, Gorstian; LUDF, Ludfordian. Biozonal scheme after Koren' et al. 1996; Geological time scale by International Commission on Stratigraphy, International Union of Geological Sciences 2004 (www.stratigraphy.org)

opencc-by-4.0Dec 2004View details →
zenodo40/100

Multi-scale effects on the hydraulic behaviour of a root-permeated and compacted soil

<p>Dataset obtained from multi-scale observations on the hydraulic behaviour of a root-permeated and compacted soil.</p>

opencc-by-4.0May 2019View details →
ClinicalTrials.gov40/100

Scaling Up Science-based Mental Health Interventions in Latin America

ClinicalTrials.gov study NCT03392883. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov40/100

Detection of Colonic Polyps Via a Large Scale Artificial Intelligence (AI) System

ClinicalTrials.gov study NCT04693078. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
dryad40/100

Data and analysis scripts for: Co-occurrence patterns at four spatial scales implicate reproductive processes in shaping community assembly in clovers

Open the record for dataset details and reuse information.

publicSep 2021View details →
dryad40/100

High quality, chromosome-scale genome assemblies: Comparisons of three Diaphorina citri (Asian Citrus Psyllid) geographic populations

Open the record for dataset details and reuse information.

publicJun 2022View details →
dryad40/100

Sub-Lithospheric Small-Scale Convection Tomographically Imaged Beneath the Pacific Plate

Open the record for dataset details and reuse information.

publicSep 2022View details →
dryad40/100

Data For: Herbarium specimens provide reliable estimates of phenological responsiveness to climate at unparalleled taxonomic and spatiotemporal scales

Open the record for dataset details and reuse information.

publicJun 2022View details →
dryad40/100

Data from: Do biological control agents adapt to local pest genotypes? A multi-year test across geographic scales

Open the record for dataset details and reuse information.

publicAug 2024View details →
dryad40/100

Why bears hibernate? Redefining the scaling energetics of hibernation

Open the record for dataset details and reuse information.

publicMay 2022View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.