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.
1,670
datasets available to search
ShareScore release 0.9.0
Dataset results
1,670 results for “FORCE”
RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes)
<p>Transcription of key military and biographical data from eleven bound Volumes of Royal New Zealand Air Force Biographies of Deceased Personnel from 1939 to 1945. Auckland War Memorial Museum Tāmaki Paenga Hira and Te Rua Mahara o te Kāwanatanga Archives New Zealand have worked in collaboration to transcribe these biographies for loading into individual <a href="https://www.aucklandmuseum.com/war-memorial/online-cenotaph/custom-search?k=RNZAF+%5bRoyal+New+Zealand+Air+Force%5d+Biographies+of&srt=lna&pp=100">Online Cenotaph</a> records.</p> <ul> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Ab - B. Archives New Zealand (R17845607). <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845607">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845607</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Bo - Cl. Archives New Zealand (R17845608) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845608">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845608</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Co - Dy. Archives New Zealand (R17845609) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845609">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845609</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Ea - Gw. ARchives New Zealand (R17845610) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845610">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845610</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Ha - Hy. Archives New Zealand (R17845611) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845611">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845611</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Ib - Ly. Archives New Zealand (R17845612) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845612">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845612</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Ma - McW. Archives New Zealand (R17845613) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845613">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845613</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Na - Py. Archives New Zealand (R17845614) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845614">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845614</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Qu - Sl. Archives New Zealand (R17845615) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845615">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845615</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Sm- Ty. Archives New Zealand (R17845616) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845616">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845616</a></li> <li>RNZAF [Royal New Zealand Air Force] Biographies of Deceased Personnel 1939 - 1945 (Bound Volumes) - Ue - Z. Archives New Zealand (R17845617) <a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845617">https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/R17845617</a></li> </ul> <p>These volumes are part of the Air Historical Branch series. </p> <p><a href="https://collections.archives.govt.nz/web/arena/search#/entity/aims-archive/17263/air-historical-branch?q=R17845607&source=aims-archive">Air Historical Branch</a></p> <p>Code: 17263</p> <p>Holdings years: 1921 - 1968</p> <p>Summary: This series consists of various types of file created by the Air Historical Branch. It includes unregistered files, narratives of Royal New Zealand Air Force history, especially from the Second World War, biographies, photographs, personnel lists, wartime documents, published material, and translations of German Air Force documents.</p> <p>Location: Wellington repository</p> <p><strong>Please note that the transcription was completed by Auckland Museum staff and volunteers and will likely have some errors but we have done our best to provide an accurate representation of the documents.</strong></p>
MD simulations of the Sec61/TRAP/ribosome complex Amber force fields
<p>Simulation data for the Sec61/TRAP/ribosome complex embedded in an ER membrane mimic. Simulations are performed using GROMACS and with the all-atom Amber family of force fields. The uploaded trajectory (xtc) contains the coordinates stored every 2 ns of the 2-µs-long simulations. The output energy file (edr), run input file (tpr), and the continue point (cpt) at 2 µs are provided. </p> <p>All required input files are also provided to regenerate the run input file: initial structures (gro), index files (ndx), topologies (top and itp), and the simulation parameter file (mdp). Details of the setup, simulation, and analysis of the systems is available in the preprint:</p> <p>https://doi.org/10.1101/2022.09.30.510141</p>
MD simulations of the Sec61/TRAP complex with the Martini 3 force field
<p>Simulation data for the Sec61/TRAP complex, the Sec61 complex, and the TRAP complex in a POPC membrane. Simulations are performed using GROMACS and with the coarse-grained Martini 3 force fields. The proteins are kept restrained in the simulations. The uploaded trajectories (xtc) contain the coordinates stored every 10 ns of the 20-µs-long simulations. The output energy files (edr), run input files (tpr), and the continue points (cpt) at 20 µs are provided. </p> <p>All required input files are also provided to regenerate the run input files: initial structures (gro), index files (ndx), topologies (top and itp), and the common simulation parameter file (mdp). Details of the setup, simulation, and analysis of the systems is available in the preprint:</p> <p>https://doi.org/10.1101/2022.09.30.510141</p>
Molecular dynamics simulation trajectories for the GB99dms implicit solvent force field
<p>Molecular dynamics simulation trajectories used in training and validating the GB99dms implicit solvent protein force field. See the paper:</p> <ul> <li>Greener JG. Differentiable simulation to develop molecular dynamics force fields for disordered proteins, <a href="https://doi.org/10.1039/D3SC05230C" target="_blank" rel="noopener">Chemical Science</a> 15, 4897-4909 (2024)</li> </ul> <p>For more information, including structure files for these trajectories, see https://github.com/greener-group/GB99dms.</p>
Data supplement for "Stick-slip Dynamics in the Forced Wetting of Polymer Brushes"
<p>This dataset contains supplementary data for the following publication:</p> <p>Greve, D., Hartmann, S. & Thiele, U.<br> Stick-slip Dynamics in the Forced Wetting of Polymer Brushes<br> Soft Matter, 2023, 19, 4041-4061</p> <p>We provide the source files and data for all figures as well as a video of the stick-slip motion of a liquid front on a polymer brush substrate corresponding to the data shown in Figs. 10 & 11 of the paper.</p>
Linear machine learning based force matching for amorphous silica: How close are the classical two-body potentials to ab initio calculations?
<p>Please later see our manuscript (in submission) for details.</p>
Translocation of linearized full-length proteins through an engineered nanopore under opposing electrophoretic force
<p>This database contains raw electrophysiology data and MD data, organised in two parts: part 1 corresponds to electrophysiology traces and part 2 corresponds to MD files. For detailed information see below.</p> <p><strong>Part 1: electrophysiology data </strong></p> <p>Data separated in two main categories: main text data and SI (only) data. The electrophysiology data is named in the following format: </p> <p>main_FnX_CytK mutant_buffer_substrate_cis_applied potential, where n = figure number and X = panel</p> <p>Data from the main text:</p> <p><strong>Figure 2</strong>:</p> <p>--> C) CytK WT + S1 substrate (file names start with main_F2C_CytK WT)</p> <p>--> D) CytK 2E-4D (K128D K155D Q145D S151D) + S1 substrate (main_F2D...)</p> <p>--> E) CytK 2E-4D (K128D K155D Q145D S151D) + tzatziki substrate (main_F2E...)</p> <p>--> F) CytK 2E-4D (K128D K155D Q145D S151D) + mujdei substrate (main_F2F...)</p> <p><strong>Figure 4</strong>:</p> <p>--> CytK 2E-4D (K128D K155D Q145D S151D/ 4D) + malE219a substrate (main_F4A...)</p> <p>--> CytK 2E-4D (K128D K155D Q145D S151D/ 4D) + H152A-GBP substrate (main_F4B...)</p> <p>--> CytK 2E-4D (K128D K155D Q145D S151D/ 4D) + W30G-W133L-DHFR substrate (main_F4C...)</p> <p> </p> <p><strong>Supporting information figures </strong></p> <p>general name: SI_Sx_CytK mutant_buffer_substrate_cis_applied potential, where x = number figure from supporting information</p> <p> </p> <p>Figure S4. S1 translocation through the K128D K155D CytK mutant nanopore --> SI_S4...</p> <p>Figure S5. S1 translocation through the K128D K155D Q145D CytK mutant nanopore --> SI_S5...</p> <p>Figure S6. S1 translocation through the K128D K155D T147D CytK mutant nanopore --> SI_S6...</p> <p>Figure S7. Translocation of S1 through the 2E-1D-1Q-Q122D-CytK nanopore --> SI_S7...</p> <p>Figure S8. Translocation of S1 through 2E-4D-CytK nanopores --> see F2D main text (main_F2D...)</p> <p>Figure S9. Tzatziki and the CytK 2E-2D nanopore --> SI_S9...</p> <p>Figure S10. Tzatziki translocation through the K128D Q145D S151D K155D CytK nanopore --> see F2D main text (main_F2E...)</p> <p>Figure S11. Tzatziki translocation through the K128D K155D Q145D CytK nanopore --> SI_S11...</p> <p>Figure S12. Tzatziki translocation through the K128D K155D T147D CytK mutant nanopore --> SI_S12...</p> <p>Figure S14. Translocation of mujdei through 2E-4D-CytK nanopores --> see F2D main text (main_F2F...)</p> <p>Figure S22. Translocation of malE219a through 2E-4D-CytK nanopores in 2 M urea --> see F4A main text (main_F4A...)</p> <p>Figure S23: Translocation GBP H152A through the 2E-4D CytK nanopore in 2.4 M urea --> see F4B main text (main_F4B...)</p> <p>Figure S24. Translocation of W30G-W133L-DHFR through 2E-4D-CytK nanopore in 2.6 M urea --> see F4B main text (main_F4B...)</p> <p>Figure S26. MalE219a translocation through the 2E-4D CytK mutant in 1 M and 1.8 M Gu.HCl --> SI_S26... (1 M GuHCl and 1.8 M GuHCl are included in the file name)</p> <p>Figure S27: WT-CytK tested with the malE219a and malE219aD10ssrA proteins in 1.5 M Gu.HCl --> SI_S27...</p> <p>Original SDS-PAGE gels of the substrates in a powerpoint file</p> <p> </p> <p><strong>Part 2: MD data</strong></p> <p>The data corresponding to the MD simulations is bundled in a zip file named MD_files.zip</p> <p>This file contains the following subfiles linked to <strong>main text Figure 3</strong>:</p> <p><em>panel A</em>:</p> <p>- main_F3A_CytK_E2-D2 </p> <p>- main_F3A_CytK_E2-D3</p> <p>- main_F3A_CytK_E2-D4</p> <p>- main_F3A_CytK_WT</p> <p><em>panels C, D and E</em>:</p> <p>- main_F3CDE_CytK_E2-D4_rep1</p> <p>- main_F3CDE_CytK_E2-D4_rep2</p> <p>- main_F3CDE_CytK_E2-D4_rep3</p> <p>and files linked to the supporting information <strong>Figure S20</strong>:</p> <p>- SI_S20_ABC_CytK_E2-D4_TZA11_rep1</p> <p>- SI_S20_ABC_CytK_E2-D4_TZA11_rep2</p> <p>- SI_S20_ABC_CytK_E2-D4_TZA11_rep3</p>
Supplementary Information to the Consultation on the Progress Report of the Financial Sustainability Task Force: Responses
<p>This document contains the responses received in the consultation carried out by the Financial Sustainability Task Force of the EOSC Association (TF FinSust in the following) to obtain feedback on their Progress Report. The link to the Report can be found on the page about the Task Force at the website of the EOSC Association (<a href="https://www.eosc.eu/advisory-groups/financial-sustainability">https://www.eosc.eu/advisory-groups/financial-sustainability</a>). The questionnaire is available in Zenodo (<a href="https://doi.org/10.5281/zenodo.8334658">https://doi.org/10.5281/zenodo.8334658</a>)</p>
Bite force, body size, and octopamine mediate mating interactions in the house cricket (Acheta domesticus)
<p>Mating interactions are rife with conflict because the evolutionary interests of males and females seldom coincide. Intersexual conflict affects sexual selection, yet the proximate factors underlying male coercive ability and female resistance are poorly understood. Male combat outcomes are often influenced by bite force, with superior biters being more likely to achieve victory over poorer biters in a range of species, including crickets. If good performers also achieve mating success through sexual coercion, then bite force might play a role in intersexual conflict as well. We tested the capacity of bite force to influence mating interactions in house crickets both directly by measuring bite forces of males and females and by altering male bite capacity through neuropharmacological manipulation. In addition, the invertebrate neurotransmitter octopamine both mediates aggression and underlies motivation to bite in male house crickets. By blocking octopamine receptors through the application of an antagonist, epinastine, we tested the effects of reduced bite force on male mating success. Our results show that male bite capacity, in combination with body size, influences both the likelihood and the outcomes of mating interactions, whereas treatment of males with epinastine eliminates motivation to mate. Our results suggest a functional role for bite force in affecting both sexual conflict and sexual selection and expand our knowledge of the influence of biogenic amines on reproductive behavior. </p>
Potential of Mean Force (PMFs) for Zerovalent Aluminium (100-110-111) NanoParticles
<p>The dataset encompasses the potential of mean force data concerning three distinct fcc configurations of zero valent aluminum nanoparticles: (100), (110), and (111), in interaction with side-chain analogs of 22 diverse amino acids, which constitute the basic building blocks of proteins. The calculations employed the adaptive Well-Tempered Metadynamics method, a well-established technique previously utilized for assessing biomolecule adsorption on materials like Fe, TiO2 and Ag. To conduct these simulations, we utilized the GROMACS and PLUMED software packages, while the construction of the aluminium slabs was accomplished with the CHARMM-GUI/Nanomaterial Modeler. In the metadynamics biased simulation, the Surface Separation Distance (SSD) served as the primary reaction coordinate. This SSD quantifies the minimum separation between the center-of-mass (COM) of the side-chain analog (SCA) molecule and the surface atoms (ri) along the z-coordinate.</p>
ACCESS-OM2 1° resolution global repeat decade forcing control simulation data for 1972-2018
<p>This data set contains <strong>control </strong>simulation output from the global ocean-sea ice model ACCESS-OM2 in the 1° horizontal configuration over the period 1972-2018.</p> <p>The model was spun-up using modified repeat decade forcing for the period 1962-1971 to equilibrate the ocean to this period prior to most of the anthropogenic ocean heat uptake. This repeat decade forcing simulation was then continued up to present time and relabeled as the control simulation. The output is saved in sets of ten years (output200, output201, ...) in the ocean/ and ice/ folders as netcdf files.</p> <p>The last output folder contains the data for 2012-2018 with the last four years of this output folder (output204) are again the 1972-1975 period and should be omitted from any analysis.</p> <p>For more information on the spin-up and the model configuration, see the Methods section and Fig. 1 in Huguenin, M.F., Holmes, R.M. & England, M.H. Drivers and distribution of global ocean heat uptake over the last half century. <em>Nat Commun</em> 13, 4921 (2022). https://doi.org/10.1038/s41467-022-32540-51</p> <p> </p>
Capturing the interactions in the BaSnF$_4$ ionic conductor: a comparison of machine-learning potentials and polarizable force fields
<p>The current files contain all the original data for our work "Capturing the interactions in the BaSnF<sub>4 </sub>ionic conductor: a comparison of machine-learning potentials and polarizable force fields". </p>
Data from: A hierarchical model for external electrical control of an insect, accounting for inter-individual variation of muscle force properties
<p>Cyborg control of insect movement is promising for developing miniature, high-mobility, and efficient biohybrid robots. However, considering the inter-individual variation of the insect neuromuscular apparatus and its neural control is challenging. We propose a hierarchical model including inter-individual variation of muscle properties of three leg muscles 14 involved in propulsion (retractor coxae), joint stiffness (pro- and retractor coxae), and stance-swing transition (protractor coxae and levator trochanteris) in the stick insect Carausius morosus. To estimate mechanical effects induced by external muscle stimulation, the model is based on the systematic evaluation of joint torques as functions of electrical stimulation parameters. A nearly linear relationship between the stimulus burst duration and generated torque was observed. This stimulus-torque characteristic holds for burst durations of up to 500ms, corresponding to the stance and swing phase durations of medium to fast walking stick insects. Hierarchical Bayesian modeling revealed that linearity of the stimulus-torque characteristic was invariant, with individually varying slopes. Individual prediction of joint torques provides significant benefits for precise cyborg control.</p>
MPI-ESM1.2 data for Aerosol Forcing Does Not Sufficiently Explain the Suppressed Mid-20th Century Warming in CMIP6
<p>This dataset contains results from simulations with the MPI-ESM1.2-CR, created by Linnea Huusko and used in the following paper: Flynn, C. M., Huusko, L., Modak, A., and Mauritsen, T.: Strong aerosol cooling alone does not explain cold-biased mid-century temperatures in CMIP6 models, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2023-1613, 2023.</p>
3D-Imaging and Quantitative Subsurface Dielectric Constant Measurement Using Peak Force Kelvin Probe Force Microscopy
<p>We demonstrate a new approach to simultaneously measure the dielectric constants of buried structures and interfaces by combining peak force tapping quantitative Nano-mechanical mapping (PF QNM) and frequency-modulated Kelvin probe force microscopy (FM-KPFM). The developed method paves the way for 3D-imaging of dielectric constants of composite materials and heterostructures.</p>
Future land cover and land cover dynamic trajectories in China under anthropogenic and climate forcing in 8 SSP-RCP scenarios
<p>The projection of future land cover in 21st century in China and land cover dynamic trajectories in 8 SSP-RCP scenarios</p>
Force
On the four corners of balustrades that face the Washington Monument in Baltimore sit sculptures created by Antoine-Louis Barye (1796-1875). They are figural groups depicting allegories of *War*,* Peace*, *Force*, and *Order*. On the back of the marble post that *Force* rests upon, someone has written "LAND BACK!", a reference to the Land Back movement that fights to restore stolen territory to Indigenous nations. The writing highlights how these sculptures reinforce the ideology of colonization and that the land they sit over was forcefully taken from its original inhabitants. Created using 213 images taken with a Nikon D750 and processed in RealityCapture. Source: Objaverse 1.0 / Sketchfab
Data supporting the paper "Simulating the electrostatic patch force in sphere-plate and plate-plate geometries"
<p>This dataset accompanies the paper titled "Simulating the electrostatic patch force in sphere-plate and plate-plate geometries" by M.H.J. de Jong and L. Mercier de Lepinay. It is a zip file that contains the figures of the publication, the raw data supporting those figures, the analysis and plotting scripts, and the toolbox to simulate the electrostatic patch force in various geometries. The structure, relation and contents of the files are detailed exhaustively in the "README.txt" file in the top level folder.</p> <p>The contents of the .zip file are common image formats (.png and .pdf), readable text and data files (.txt, .csv), data files that can be opened with the python library pandas (.h5), matlab scripts (.m), python scripts (.py), and COMSOL models (.mph).</p>
Cost-effectiveness of Forced Aerobic Exercise for Stroke Rehabilitation
ClinicalTrials.gov study NCT03819764. IPD Sharing: NO. Countries: 1. Publications: 3.
Evaluating Cross-Cutting Prevention at the U.S. Air Force Academy
ClinicalTrials.gov study NCT06875284. IPD Sharing: NO. Countries: 1. Publications: 3.
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.