Skip to main content
Powered by ShareScore

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.

10,119

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

10,119 results for “IT Support”

Learn how ShareScore rates datasets ↗
edi48/100

Organic and inorganic data for soil cores from Brazil and Florida Bay seagrasses to support Howard et al 2018, CO2 released by carbonate sediment production in some coastal areas may offset the benefits of seagrass “Blue Carbon” storage, Limnology and Oceanography, DOI: 10.1002/lno.10621

Using piston corers, soils from Florida Bay and Brazilian seagrass meadows were collected to complete organic and inorganic carbon inventories for the top 1 m of soil. Instrumental analyses and loss on ignition at 500C were used to measure C content of downcore slices.

openCC0Feb 2020View details →
edi48/100

Mark-recapture data of the northern spring salamander (Gyrinophilus porphyriticus) in support of 2023 Lowe et al. Ecology

This dataset includes spatially explicit mark-recapture data of the Northern Spring Salamander (Gyrinophilus porphyriticus) collected during the summer months (June – August) from downstream and upstream reaches in multiple streams in the Hubbard Brook Experimental Forest. Downstream reaches begin at the confluence with the Main Hubbard and extend upstream 500 meters and upstream reaches begin at the weir and extend downstream 500 meters. Downstream reaches contain brook trout and upstream reaches do not. We used a robust design framework with 9 surveys per reach each summer (3 primary occasions with 3 secondary occasions each). Salamanders were captured by hand and marked with either Visual Implant Elastomer and/or a PIT tag. The data table herein is specific to the following publication: Lowe, W.H., B.R. Addis, M.M. Cochrane, and L.K. Swartz. In press. Source-sink dynamics within a complex life history. Ecology. These data are a subset of the primary long term dataset available at https://doi.org/10.6073/pasta/cd5f5a03df194930bf87eb12157b8182 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.

openCC (other)Jan 2023View details →
edi48/100

Data and Code in support of Nitrogen and phosphorus co-limitation of forest growth in northern hardwood forests; Blumenthal et al. 2025

The Multiple Element Limitation in Northern Hardwood Ecosystems (MELNHE) project studies N and P acquisition and limitation of forest productivity through a series of nutrient manipulations in northern hardwood forests. This data set is published in support of a manuscript titled "Nitrogen and phosphorus co-limitation of forest growth in northern hardwood forests" and includes data and code used in the analysis. The primary diameter breast height dataset can be found in: Fisk, M.C., R.D. Yanai, and T.J. Fahey. 2025. Tree DBH response to nitrogen and phosphorus fertilization in the MELNHE study, Hubbard Brook Experimental Forest, Bartlett Experimental Forest, and Jeffers Brook ver 2. Environmental Data Initiative. https://doi.org/10.6073/pasta/fb8f8d5b903627bee9ad6aa4c32f2289. Additional detail on the MELNHE project, including a datatable of site descriptions and a pdf file with the project description and diagram of plot configuration can be found in this data package: https://portal.edirepository.org/nis/mapbrowse?scope=knb-lter-hbr&identifier=344 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.

openCC (other)Aug 2025View details →
edi48/100

MCR LTER: Coral Reef: Porites growth, respiration, and photophysiology data in support of Edmunds 2012 Marine Biology, v159, 2149-2160

These data were generated from a one-time experiment in support of a coral ecophysiology manuscript; published in Marine Biology. Edmunds (2012) Marine Biology 159: 2149-2160 doi:10.1007/s00227-012-2001-y The hypothesis that was tested stated that high pCO2 (76.6 Pa and 87.2 Pa vs. 42.9 Pa) has no effect on the metabolism of juvenile massive Porites spp. after 11 days at 28 °C and 545 lmol quanta m-2 s-1. The response was assessed as aerobic dark respiration, skeletal weight (i.e., calcification), biomass, and chlorophyll fluorescence. Corals were collected from the shallow (3–4 m) back reef of Moorea, French Polynesia (17°28.6140 S, 149°48.9170 W), and experiments conducted during April and May 2011. An increase in pCO2 to 76.6 Pa had no effect on any dependent variable, but 87.2 Pa pCO2 reduced area-normalized (but not biomass-normalized) respiration 36 %, as well as maximum photochemical efficiency (Fv/Fm) of open RCIIs and effective photochemical efficiency of RCIIs in actinic light (DF/Fm0 ); neither biomass, calcification, nor the energy expenditure coincident with calcification (J g-1) was effected. These results do not support the hypothesis that high pCO2 reduces coral calcification through increased metabolic costs and, instead, suggest that high pCO2 causes metabolic depression and photochemical impairment similar to that associated with bleaching. Evidence of a pCO2 threshold between 76.6 and 87.2 Pa for inhibitory effects on respiration and photochemistry deserves further attention as it might signal the presence of unpredictable effects of rising pCO2. This material is based upon work supported by the U.S. National Science Foundation under Grant No. OCE 16-37396 (and earlier awards) as well as a generous gift from the Gordon and Betty Moore Foundation. Research was completed under permits issued by the French Polynesian Government (Délégation à la Recherche) and the Haut-commissariat de la République en Polynésie Francaise (DTRT) (Protocole d'Accueil 2

openCC (other)Feb 2014View details →
edi48/100

MCR LTER: Coral Reef: Coral size, temperature, and pCO2 data in support of Edmunds 2016 J Exp Biology

These coral size, temperature and pCO2 data support the publication Edmunds and Burgess, Size-dependent physiological responses of the branching coral Pocillopora verrucosa to elevated teperature and pCO2, J Exp Biology, 2016. Additional tank conditions data are provided. This study focuses on the response of a branching coral to high temperature and PCO2, and explores the implications for this response of metabolic scalingin a colonial modular design. For the manuscript published in the Journal of Experimental Biology (219, 3896-3906 doi:10.1242/jeb.146381), an incorrect Supplementary Information Table S1 was submitted for publication. A revised table has now been published and contains changes associated with correctly assigning conditions to treatment tanks and values averaged over the number of days that accurately reflects the duration of each trial. This correction does not affect the conclusions of the experimental work. The change only affects the data describing tank conditions in Trial 1 and 2.

openCC (other)Nov 2018View details →
edi48/100

MCR LTER: Coral Reefs: Stegastes behavior data in support of Kamath, et al., Oikos 2019

Stable between-group differences in collective behavior have been documented in a variety of social taxa. Here we evaluate the effects of such variation, often termed collective or colony-level personality, on coral recovery in a tropical marine farmerfish system. Groups of the farmerfish Stegastes nigricans cultivate and defend gardens of palatable algae on coral reefs in the Indo-Pacific. These gardens can promote the recruitment, growth, and survival of corals by providing a refuge from coral predation. Here we experimentally evaluate whether the collective defensive behavior of farmerfish colonies is correlated across intruder feeding guilds—herbivores, corallivores and egg-eating predators. Further, we evaluate if overall colony responsiveness or situation-specific responsiveness (i.e., towards herbivores, corallivores, or egg-eaters in particular) best predicts the growth of outplanted corals. Finally, we experimentally manipulated communities within S. nigricans gardens, adding either macroalgae or large colonies of coral, to assess if farmerfish behavior changes in response to the communities they occupy. Between-group differences in collective responsiveness were repeatable across intruder guilds. Despite this consistency, responsiveness towards corallivores (porcupinefish and ornate butterflyfish) was a better predictor of outplanted coral growth than responsiveness towards herbivores or egg-eaters. Adding large corals to farmerfish gardens increased farmerfish attacks towards intruders, pointing to possible positive feedback loops between their aggression towards intruders and the presence of corals whose growth they facilitate. These data provide evidence that among-group behavioral variation could strongly influence the ecological properties of whole communities. These data support the publication Kamath, A., J. N. Pruitt, A.J. Brooks, M.C Ladd, D.T. Cook, J.P. Gallagher, M.E. Vickers, S.J. Holbrook and R.J. Schmitt. 2019. Potential feedback between cor

openCC (other)May 2019View details →
edi48/100

MCR LTER: Coral Reef: Data in support of Edmunds 2018 Scientific Reports

These data are selected from the larger MCR LTER timeseries datasets knb-lter-mcr.4001 and knb-lter-mcr.4 which contain annual surveys of coral recruitment and coral cover and are formatted here in support of this publication: Edmunds, P.J., Implications of high rates of sexual recruitment in driving rapid reef recovery in Mo'orea, French Polynesia, Scientific Reports 8, Article number: 16615 (2018). DOI:10.1038/s41598-018-34686-z This material is based upon work supported by the U.S. National Science Foundation under Grant No. OCE 16-37396 (and earlier awards) as well as a generous gift from the Gordon and Betty Moore Foundation. Research was completed under permits issued by the French Polynesian Government (Délégation à la Recherche) and the Haut-commissariat de la République en Polynésie Francaise (DTRT) (Protocole d'Accueil 2005-2018). This work represents a contribution of the Moorea Coral Reef (MCR) LTER Site.

openCC (other)Oct 2018View details →
edi48/100

MCR LTER: Coral Reef: Coral bleaching with nitrogen and heat stress: 2016 data in support of Donovan et al. submitted to PNAS

During 2016, maximum water temperature in the lagoons of Moorea exceeded a threshold for heat stress for 70 straight days from early February through mid-April. In early May 2016, at the peak of accumulated heat stress, coral bleaching surveys were conducted to test the hypothesis that bleaching prevalence and severity were correlated with differences in heat stress and nutrient availability. This material is based upon work supported by the U.S. National Science Foundation under Grant No. OCE 16-37396 (and earlier awards) as well as a generous gift from the Gordon and Betty Moore Foundation. Research was completed under permits issued by the French Polynesian Government (Délégation à la Recherche) and the Haut-commissariat de la République en Polynésie Francaise (DTRT) (Protocole d'Accueil 2005-2019). This work represents a contribution of the Moorea Coral Reef (MCR) LTER Site.

openCC (other)Oct 2019View details →
edi48/100

Data to support "Marks et al 2016. Assessment of control methods for the invasive seaweed Sargassum horneri in California, USA"

Determining the feasibility of controlling marine invasive algae through removal is critical to developing a strategy to manage their spread and impact. To inform control strategies, we investigated the efficacy and efficiency of removing an invasive seaweed, Sargassum horneri, from rocky reefs on Santa Catalina Island, southern California, USA. We tested the efficacy of removal as a means of reducing colonization and survivorship by clearing S. horneri from 60 m2 circular plots. We also examined whether S. horneri is able to regenerate from remnant holdfasts with severed stipes to determine whether efforts to control S. horneri require the complete removal of entire individuals. In addition, we developed efficiency metrics for manual removal with and without the aid of an underwater suction device. These data have been presented in: Marks, L.M., D.C. Reed and A.K. Obaza. 2016. Assessment of control methods for the invasive seaweed Sargassum horneri in California, USA. Management of Biological Invasions, DOI: 10.3391/mbi.2017.8.2.08, <ulink url="https://doi.org/10.3391/mbi.2017.8.2.08">https://doi.org/10.3391/mbi.2017.8.2.08</ulink>

openCC (other)Oct 2022View details →
edi48/100

SBC LTER: Kelp blade characteristics to support turnover dynamics of giant kelp, Macrocystis pyrifera in the Santa Barbara Channel

These data describe the age-specific changes in the size and related traits of giant kelp (Macrocystis pyrifera) blades in the Santa Barbara Channel (Isla Vista Reef) during the spring and summer of 2012-2013. Data are contained in three tables: 1) a time series of change in blade size with age due to growth and senescence for blades growing at different depths and locations in the kelp forest, 2) physical traits of blades (biomass density, nitrogen, chlorophyll a) of different ages collected at different depths and locations in the kelp forest, and 3) photosynthetic performance (Pmax, alpha) of blades of different ages collected at different depths and locations in the kelp forest. These data were used to test whether spatial variation in the turnover dynamics of giant kelp blades could be could be explained by leaf life span theory developed for higher plants. The data were also used in a mathematical model of frond growth and senescence to investigate the relative and absolute magnitude of blade senescence in a kelp forest, and to examine how these losses were affected by light availability. Analyses using these data were published in Rodriguez, G. E. 2014. Turnover dynamics of the giant kelp, Macrocystis pyrifera. Ph.D., University of California, Santa Barbara. ProQuest, UMI Dissertations Publishing, 2014. 3682967.

openCC (other)Oct 2022View details →
edi48/100

Data to support "Stochastic density effects on adult fish survival and implications for population fluctuations"

Data on stage-specific abundance of black surfperch (Embiotoca jacksoni), the amount of foraging habitat and the availability of surfperch prey (crustaceans) were collected at fixed sites on the north shore of Santa Cruz Island, California annually (autumn) from 1993-2009. Data are grouped into four regions. Counts of fish distinguished among young-of-year, juveniles (1 year old) and adults (>= 2 years old). These data have been presented in Okamoto, D. K., R. J. Schmitt and S. J. Holbrook. 2016. Sochastic density effects on adult fish survival and implications for population fluctuations. Ecology Letters, 19:153-162. doi: 10.1111/ele.12547.

openCC (other)Oct 2022View details →
OpenNeuro44/100

Model-based aversive learning in humans is supported by preferential task state reactivation

Open the record for dataset details and reuse information.

openCC0Jan 2021View details →
zenodo44/100

Research data supporting for "The embedded research librarian: a project partner"

<p>This dataset contains the data that supports the following paper: F&eacute;ret, R. and Cros, M., 2019. The embedded research librarian: a project partner. <em>LIBER Quarterly</em>, 29(1), pp.1&ndash;20. DOI: <a href="https://dx.doi.org/10.18352/lq.10304">10.18352/lq.10304</a></p> <p>The dataset contains 3 files related to the bibliographic metadata of the publications of the 7 H2020 projects supported by the University Library of Lille and a general file providing the data for the table, figure 2 and 3 and for the data on H2020 projects coordinators:</p> <ul> <li>figures: this file contains the information related to the projects supported by the Library, including the data presented in the figure 2 (tab 1), the figure 3 (tab 2), the table 1 (tab 3) and the data on 2020 project coordinators (tab 4).</li> <li>wos_publications : the data extracted from the Web of Science for 106 publications (.txt, UTF-8, Windows), searched on the base of the 7 H2020 projects Cordis number.</li> <li>refined_wos_publications : the same data after having been transformed into a .xlsx format in the tool OpenRefine.</li> <li>processed_publications : contains the main bibliographic data (authors, article title, source title, DOI, date of publication) and their open status.</li> </ul> <p><strong>Abstract of the paper</strong><br> This paper presents new services developed by the Lille University Library for European and National research project coordinators. This is a specific audience that libraries are not used to target, with a widely recognised institutional status and academic background. Supporting them in their coordination activities is an opportunity to gain a new role for libraries, which starts from the design of research at the submission stage and lasts several years after, during the project lifetime. These services help coordinators to meet their funders&rsquo; expectations on open access and research data management. It is also a way to develop new collaborations with research units and some university services, such as the Grant Office. The Lille University Library has already supported the writing of forty grant proposals since 2017, including about thirty since early 2019. The Library currently follows twelve projects on open access, research data management or both. This second figure is likely to increase in 2020 due to the number of projects supported at submission stage since the beginning of 2019. The paper describes our set of services and the lessons we learned from our approach.</p>

opencc-by-4.0Dec 2019View details →
zenodo44/100

Research Data Supporting "Understanding Structural and Electronic Properties of Bismuth Trihalides and Related Compounds"

<p>Research Data Supporting &quot;Understanding Structural and Electronic Properties of Bismuth Trihalides and Related Compounds&quot;</p> <p>DOI: 10.1021/acs.inorgchem.9b03214</p>

openmit-licenseJan 2020View details →
zenodo44/100

Project files provided as supporting information to the manuscript "Ligand-protein interactions in lysozyme investigated through a dual-resolution model"

<p><strong>README file for the project files provided as supporting information to the manuscript &quot;Ligand-protein interactions in lysozyme investigated through a dual-resolution model&quot;</strong></p> <p>February 12, 2020</p> <p>Authors: Raffaele Fiorentini, Kurt Kremer and Raffaello Potestio</p> <p>================================</p> <p>Overview</p> <p>The dataset&nbsp;is organised in three (compressed) subfolders (see the tree diagrams in each section):</p> <p>- annihilation<br> - decoupling<br> - density</p> <p>The figure deltaG_binding_ann_dec_comparison.png shows the results of binding free energy calculations comparing the values obtained both for annihilation and decoupling.</p> <p>The figure deltaG_binding_annih_gromacs_espp.png displays the results for Binding FE, comparing the values obtained in GROMACS and ESPResSo++.</p> <p>The README.pdf file contains detailed information about these folders and their content.</p> <p>================================</p> <p>The &quot;annihilation&quot; folder contains all results concerning the calculation of binding free energy in case of annihilation and it is divided in two parts:&nbsp;</p> <p>- complex<br> - ligand</p> <p>In &quot;complex&quot; are reported the results of Ligand-Protein FE both in ESPResSo++ and GROMACS. All simulations are fully-atomistic.&nbsp;</p> <p>In &quot;ligand&quot; are reported the results of ligand solvation free energy both in ESPResSo++ and GROMACS. All simulations are fully-atomistic.&nbsp;</p> <p>====</p> <p>The &quot;decoupling&quot; folder contains all results concerning the calculation of binding free energy in case of decoupling and it is divided in three parts:&nbsp;</p> <p>- complex-DualRes<br> - complex-FullyAT<br> - ligand</p> <p>In &quot;complex-DualRes&quot; are reported the results of Ligand-Protein FE only in ESPResSo++ (GROMACS cannot do decoupling). The system is simulated in Dual-Resolution. It is possible to find the trajectory files in the sub-directories &quot;lambdaindex-0&quot; and &quot;lambdaindex-30&quot;.</p> <p>In &quot;complex-fullyAT&quot; are reported the results of Ligand-Protein FE only in ESPResSo++. The system simulated is fully-atomistic. It is possible to find the trajectory file in the sub-directories &quot;lambdaindex-0&quot; and &quot;lambdaindex-30&quot;.</p> <p>In &quot;ligand&quot; are reported the results of ligand solvation free energy only in ESPResSo++. All simulations are fully-atomistic. It is possible to find the trajectory file in the sub-directories &quot;lambdaindex-0&quot; and &quot;lambdaindex-20&quot;.</p> <p>====</p> <p>The &quot;density&quot; folder contains the data for the tuning of the c parameter of the steric repulsion among residues. This parameter is tuned so that the water density attains the value computed in all-atom simulations.</p>

opencc-by-4.0Feb 2020View details →
zenodo44/100

Three-Enzyme Phosphorylase Cascade Immobilized on Solid Support for Biocatalytic Synthesis of Cello-oligosaccharides

<p>We provide here the underlying data of the scientific publication &quot;Three-Enzyme Phosphorylase Cascade Immobilized on Solid Support for Biocatalytic Synthesis of&nbsp;Cello-oligosaccharides&quot;. Please find the abstract below:</p> <p>Enzyme cascades are promising for multistep biocatalytic synthesis, but their effective use beyond the proof-of-concept stage is challenging. Strategies to recycle the individual enzymes are critical for the applicability of such cascades. Immobilization on solid support is well developed for single enzymes but remains difficult for enzyme ensembles. Here, we show a controlled co-immobilization of three glycoside phosphorylases to establish a highly active and recyclable biocatalyst for the conversion of sucrose and glucose into soluble (short-chain) cello-oligosaccharides. We use protein fusion with the binding module Z<sub>basic2 </sub>to enable non-covalent surface tethering of all enzymes according to a uniform principle and in a programmable fashion. We thus achieve loading of the phosphorylases in an activity ratio optimal for the overall conversion rate and for controlling the cello-oligosaccharide chain length (&le; 6), hence the solubility, in the reaction. We demonstrate efficient production of ~12 g/L cello-oligosaccharides in 5 reaction cycles with integrated enzyme re-use. This study presents a major advance toward the practical use of systems bio-catalysis on solid support.</p>

opencc-by-4.0Dec 2019View details →
zenodo44/100

figure data for "Radiation environment and doses on Mars at Oxia Planum and Mawrth Vallis: support for exploration at sites with biosignature preservation potential", by F. Da Pieve, G. Gronoff, J. Guo et al (2020)

<p>The data are the tabular format of the plots in figures 2-7 of the paper submitted.</p> <p>&nbsp;</p>

opencc-by-4.0Apr 2020View details →
zenodo44/100

Supporting data for "A simple ATAC-seq protocol for population epigenetics"

<p>This is supporting data for an article in which we describe a protocol for the generation of sequence-ready libraries for population epigenomics studies. The protocol is a streamlined version of the Assay for transposase accessible chromatin with high-throughput sequencing (ATAC-seq) that provides a positive display of accessible, presumably euchromatic regions. The protocol is straightforward and can be used with small individuals such as daphnia and schistosome worms, and probably many other biological samples of comparable size, and it requires little molecular biology handling expertise.</p> <p>In &quot;Agarose picture.Tif&quot; the left lane shows the 100 bp size marker, first 10 bands&nbsp;from down to top: 100bp, 200bp, 300bp, 400bp, 500bp, 600bp, 700bp, 800bp, 900bp&nbsp;and 1kbp.</p> <p>Produced at IHPE (http://ihpe.univ-perp.fr/)</p>

opencc-by-4.0May 2020View details →
zenodo44/100

ARMOR and NALMA data corresponding to 2008 storms analyzed in "Examining conditions supporting the development of anomalous charge structures in supercell thunderstorms in the Southeastern United States"

<p>Total lightning and dual-polarization Doppler velocity data are available from the National Aeronautics and Space Administration (NASA) Marshall Space Flight Center (MSFC) North Alabama Lightning Mapping Array (NALMA) and the C-band University of Alabama in Huntsville (UAH) Advanced Radar for Meteorological and Operational Research (ARMOR), respectively, over selected periods on 6 February 2008 and 11 April 2008. NALMA data are provided in American Standard Code for Information Interchange (ASCII) format and ARMOR data are provided in Raw and quality-controlled Universal Format (UF), where quality control methods are described below.&nbsp;</p> <p>&nbsp;</p> <p>The NALMA data are provided in hourly files which include undecimated point location (source-level) data corresponding to the detection of very high frequency (VHF) radiation emitted during the breakdown of lightning (Rison et al., 1999; Thomas et al., 2001). Source locations were reported from active sensors configured in an 11-sensor array distributed throughout North Alabama and South Central Tennessee, the center of which is located at 34.72641, -86.64533 (Koshak et al. 2004).&nbsp;&nbsp;Data files include information on the time that each source was detected (UTC seconds of the day), the latitude, longitude, and altitude of each source&rsquo;s location (decimal degrees and m, respectively), the reduced chi<sup>2</sup>&nbsp;value associated with data processing (unitless), a station mask indicating which sensors contributed to the resolved location of each source (unitless).&nbsp;These data are provided in a line-by-line format of&nbsp;(f15.9 f10.6 f11.6f 7.1 f5.2 f5.1 4x).&nbsp;The 2008 data files additionally include a header section that provides further information about each sensor in the network and its relative contribution to the dataset.&nbsp;</p> <p>&nbsp;</p> <p>The hourly fine naming conventions are as follows for the February 2008 data:</p> <p>LMA_NA_6.2_125_2008-02-06_10-00-00.dat.gz</p> <p>LMA_NA: LMA file designator corresponding to the NALMA</p> <p>2008-02-06: year (YYYY)-month (MM)-day (DD)</p> <p>10-00-00: UTC time, (HH)-minute (MM)-second (SS)</p> <p>&nbsp;</p> <p>And for the April 2008 data:</p> <p>LYLOUT_080411_180000_3600.dat.gz</p> <p>LYLOUT: LMA file designator</p> <p>080411: date in order of last two digits of year (YY), month (MM), and day (DD)</p> <p>180000: UTC time in order of hour (HH), minute (MM), and second (SS)</p> <p>3600: length of period covered in file in seconds (3600 s = 1 hour)</p> <p>&nbsp;</p> <p>ARMOR data are provided as sets of 14 (14) sampling volumes corresponding to the 6 February 2008 (11 April 2008) periods between 1002 UTC and 1119 UTC (1844 UTC and 1952 UTC). Each RAW and processed UF file contains horizontal reflectivity (dBZ), differential reflectivity (dB), Doppler velocity (m s<sup>-1</sup>), spectrum width (m s<sup>-1</sup>), differential phase (&ordm;), and total power (dBZ) data. Horizontal reflectivity and differential reflectivity data were corrected for attenuation and differential attenuation, differential propagation phase (&ordm;) was estimated, and specific differential phase (&ordm; km<sup>-1</sup>) was calculated during post-processing (Hubbert and Bringi 1995, Bringi et al. 2001).</p> <p>&nbsp;</p> <p>Acknowledgments:&nbsp;</p> <p>NALMA data were collected with support from NASA MSFC Award NNM05AA22A.</p> <p>&nbsp;</p> <p>References:</p> <p>Bringi, V. N., Keenan, T. D., &amp; Chandrasekar, V. (2001). Correcting C-band radar reflectivity and differential reflectivity data for rain attenuation: A self-consistent method with constraints.&nbsp;<em>IEEE Transactions on Geoscience and Remote Sensing</em>,&nbsp;<em>39</em>(9), 1906&ndash;1915. https://doi.org/10.1109/36.951081</p> <p>Hubbert, J., and V. N. Bringi, 1995: An iterative filtering technique for the analysis of copolar differential phase and dual-frequency radar measurements.&nbsp;<em>Journal of&nbsp;Atmospheric and Oceanic Technology</em>,&nbsp;<strong>12</strong>, 643&ndash;648.&nbsp;</p> <p>Koshak, W. J., Solakiewicz, R. J., Blakeslee, R. J., Goodman, S. J., Christian, H. J., Hall, J. M., &hellip; Cecil, D. J. (2004). North Alabama Lightning Mapping Array (LMA): VHF source retrieval algorithm and error analyses.&nbsp;<em>Journal of Atmospheric and Oceanic Technology</em>,&nbsp;<em>21</em>(4), 543&ndash;558. https://doi.org/10.1175/1520-0426(2004)021&lt;0543:NALMAL&gt;2.0.CO;2</p> <p>Rison, W., Thomas, R. J., Krehbiel, P. R., Hamlin, T., &amp; Harlin, J. (1999). A GPS-based three-dimensional lightning mapping system: Initial observations in Central New Mexico.&nbsp;<em>Geophysical Research Letters</em>,&nbsp;<em>26</em>(23), 3573&ndash;3576.</p> <p>Thomas, R. J., Krehbiel, P. R., Hamlin, T., Harlin, J., &amp; Shown, D. (2001). Observations of VHF source powers radiated by lightning.&nbsp;<em>Geophysical Research Letters</em>,&nbsp;<em>28</em>(1), 143&ndash;146. https://doi.org/10.1029/2000GL011464</p> <p>&nbsp;</p>

opencc-by-4.0Jul 2020View details →
zenodo44/100

Data set supporting journal article: Markwitz, C., Knohl, A. and Siebicke, L.: "Evapotranspiration over agroforestry sites in Germany", Biogeosciences, 2020

<p>This&nbsp;data set contains all necessary data needed to replicate figures and analysis presented in the research article:&nbsp;Markwitz, C., Knohl, A. and Siebicke, L.: &quot;Evapotranspiration over agroforestry sites in Germany&quot;, Biogeosciences, 2020.</p> <p>In detail, this data set contains 1) meteorological data and half-hourly evapotranspiration rates obtained by a conventional eddy covariance set-up,&nbsp;a low-cost eddy covariance set-up and an energy balance eddy covariance set-up for measurement campaigns of approximately four weeks duration (*_Fluxes_Campaigns_*); 2) raw data to recalculate flux footprints for the campaigns of approximately four weeks duration&nbsp;(*_Campaign_Footprints_*) and for the whole year (*_Annual_Footprints_*); 3) half-hourly evapotranspiration rates&nbsp;obtained by a low-cost eddy covariance set-up and an energy balance eddy covariance set-up&nbsp;gap-filled and corrected for energy balance closure (*_Fluxes_Annual_*).&nbsp;The data were collected at five agroforestry systems and five monoculture agriculture systems without trees across Northern Germany.&nbsp;&nbsp;</p>

opencc-by-4.0Sep 2020View details →

ScienceDex guides

Understand access before you commit

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

Compare curated 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.

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

ScienceDex for faculty

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.