cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6677597
title: Nanoscale mapping of point defects with 4D-STEM

description: The following 4D-STEM data sets were collected on the ThemIS and TitanX scanning transmission electron microscopes located at the National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. 1• Authinfilm_reference_R1.dm4, calibration_reference_R1_AlStd.h5 4D-STEM measurements were conducted <em>in situ</em> on an FEI ThemIS image corrected microscope at 300kV during a series of heating and cooling experiments. Nano-diffraction data was collected using a Gatan K2-IS (2k 2k) detector at 400 frames per second. Each dataset contains a set of electron diffraction patterns taken at each scan position with a ~ 1 nm probe step size (1 milli-radian convergence angle). Approximately 80 80 scan positions were recorded from each region with a dwell time of 0.0025 seconds per frame. A custom 40µm patterned “bullseye” circular probe forming aperture was used to enhance the accuracy of 4D-STEM strain analysis by facilitating the identification of the center of diffraction discs. A convergence angle of 3.20 milli-radians, spot size of 8, and diffraction pixel size of 0.16 Å<sup>-1</sup> was used in micro-probe lens configuration. The data was machine and software binned to 512 512 pixels to increase the signal to noise ratio before computational analysis. Data processing were performed using strain mapping scripts provided in the open source py4DSTEM software package and by a series of custom-made Python scripts. 2• irrAl_sacn1.dm4, calibration_irrAl_scan1.h5 4D-STEM measurements were conducted on an FEI TitanX microscope equipped to do high-angle STEM tomography and operating at 300kV. Nano-diffraction data was collected using a Gatan Orius 830 (2k 2k) detector capable of collecting 30 frames per second. Each dataset contains a stack of convergent beam electron diffraction (CBED) patterns taken at each scan position with maximum resolution equivalent to 1.6 nm probe size. Approximately 50 50 frame scan regions were recorded with a dwell time of 0.01 seconds per frame. A custom 70µm patterned “bullseye” circular C2 aperture was used to greatly enhance the accuracy of 4D-STEM strain analysis by facilitating the identification of the center of diffraction discs. A convergence angle of 2.7 milli-radians, spot size 10, and camera length 195 mm was used in micro-probe lens configuration. With a measured screen current of 300 pA in this configuration, the total sum of electrons incident in a region of the sample, commonly known as the fluence (total dose), was determined at 67,100 electronsÅ<sup>-2</sup> per 4D-STEM scan. The 4D-STEM data was machine and software binned to 512 x 512 pixels to increase the signal to noise ratio before computational analysis. Data processing and image analysis were performed using strain mapping scripts provided in the open source py4DSTEM software package and by a series of custom-made Python and MATLAB scripts.
DOI: 10.34740/kaggle/dsv/4153405
title: classification splits weights data
DOI: 10.15139/s3/s9kxnf
title: Encoded Archival Standards Section 2019-2020 Survey

description: This survey was conducted by the Encoded Archival Standards (EAS) Section of the Society of American Archivists (SAA), to assess the experiences and needs of archivists relating to the use of Encoded Archival Standards (EAD, EAC-CPF, etc). Specifically, the goal of the study was to gain a greater understanding of the types of standards our community members interact with, the tools they use, how the use of standards has changed/is changing, and the resources that are most useful for learning about and engaging with these standards.
DOI: 10.25574/62635
title: Chandra X-ray Observatory ObsId 62635
DOI: 10.25574/62636
title: Chandra X-ray Observatory ObsId 62636
DOI: 10.25574/62637
title: Chandra X-ray Observatory ObsId 62637
DOI: 10.25574/62638
title: Chandra X-ray Observatory ObsId 62638
DOI: 10.25574/62639
title: Chandra X-ray Observatory ObsId 62639
DOI: 10.25574/62640
title: Chandra X-ray Observatory ObsId 62640
DOI: 10.25574/62641
title: Chandra X-ray Observatory ObsId 62641
DOI: 10.25574/62642
title: Chandra X-ray Observatory ObsId 62642
DOI: 10.25574/62649
title: Chandra X-ray Observatory ObsId 62649
DOI: 10.25574/62650
title: Chandra X-ray Observatory ObsId 62650
DOI: 10.25574/62652
title: Chandra X-ray Observatory ObsId 62652
DOI: 10.5281/zenodo.6540709
title: Revised database of the Soil Information System of Latin America and the Caribbean, SISLAC

description: This dataset contains the revised version of the SISLAC database in three formats: comma-separated values (.csv), microsoft access (.mdb) and PostGIS database (.backup). This database was reviewed and the inconsistencies found in the profiles and in the description of their horizons were corrected. Consists of two tables, one for the description of the profiles and the other with the description of the horizons and their properties. The key field between both tables is the profile identifier, column <strong><em>profile_id</em></strong>.
DOI: 10.25574/62653
title: Chandra X-ray Observatory ObsId 62653
DOI: 10.25574/62654
title: Chandra X-ray Observatory ObsId 62654
DOI: 10.25574/62655
title: Chandra X-ray Observatory ObsId 62655
DOI: 10.25574/62662
title: Chandra X-ray Observatory ObsId 62662
DOI: 10.25574/62684
title: Chandra X-ray Observatory ObsId 62684
DOI: 10.25574/62685
title: Chandra X-ray Observatory ObsId 62685
DOI: 10.25574/62686
title: Chandra X-ray Observatory ObsId 62686
DOI: 10.25574/62687
title: Chandra X-ray Observatory ObsId 62687
DOI: 10.25574/62688
title: Chandra X-ray Observatory ObsId 62688
DOI: 10.25574/62689
title: Chandra X-ray Observatory ObsId 62689
DOI: 10.25574/62690
title: Chandra X-ray Observatory ObsId 62690
DOI: 10.25574/62691
title: Chandra X-ray Observatory ObsId 62691
DOI: 10.25574/62692
title: Chandra X-ray Observatory ObsId 62692
DOI: 10.6084/m9.figshare.20816914
title: Manifold_Speech_MR_dataset

description: Experiments were performed on a 3T GE Premier scanner using a custom 16 channel airway coil a healthy subject. The subject were scanned in accordance to our institute's review board protocol, and informed consent were obtained from the subject prior to the study. Subject was scanned while producing repeated phrase "loo-lee-la-za-na-za" at the subject's natural pace.<br> A gradient echo based variable density spiral sampling with golden angle view ordering was used to acquire three 2D slices in the mid sagittal plane. Golden angle increments occurred only after spiral arms at a specified angle were acquired from all the slices. The design sequence parameters were: slew rate = 140 mT/m/ms, maximum gradient amplitude = 80 mT/m, sampling time = 4 ms, spatial resolution = 2.4 mm x 2.4 mm, field of view (FOV in <em>cm</em>2) = 20 × 20, flip angle = 5 <em>degrees</em>, TR = 52.2 <em>ms</em>, slice thickness = 6 <em>mm</em>, number of slices = 3, spiral interleaves required for Nyquist sampling = 27, readout points = 335, readout duration = 1.3 <em>ms.</em> The "SpeechVDS27_repeated_looleelaZaNaZa_sub2_3_slices<strong>.mat</strong>" file contails the followings: <br> <strong>w</strong>: density compensation factor (readout points × spiral arms) <br> <strong>kloc</strong>: kspace trajectory (readout points × spiral arms) <br> <strong>kdata</strong>: MRI data (readout points × spiral arms ×coils × slices)
DOI: 10.6084/m9.figshare.20816914.v1
title: Manifold_Speech_MR_dataset

description: Experiments were performed on a 3T GE Premier scanner using a custom 16 channel airway coil a healthy subject. The subject were scanned in accordance to our institute's review board protocol, and informed consent were obtained from the subject prior to the study. Subject was scanned while producing repeated phrase "loo-lee-la-za-na-za" at the subject's natural pace. <br> A gradient echo based variable density spiral sampling with golden angle view ordering was used to acquire three 2D slices in the mid sagittal plane. Golden angle increments occurred only after spiral arms at a specified angle were acquired from all the slices. <br> The design sequence parameters were: slew rate = 140 mT/m/ms, maximum gradient amplitude = 80 mT/m, sampling time = 4 ms, spatial resolution = 2.4 mm x 2.4 mm, field of view (FOV in <em>cm</em>2) = 20 × 20, flip angle = 5 <em>degrees</em>, TR = 52.2 <em>ms</em>, slice thickness = 6 <em>mm</em>, number of slices = 3, spiral interleaves required for Nyquist sampling = 27, readout points = 335, readout duration = 1.3 <em>ms.</em> <br> The "SpeechVDS27_repeated_looleelaZaNaZa_sub2_3_slices<strong>.mat</strong>" file contails the followings: <br> <strong>w</strong>: density compensation factor (readout points × spiral arms) <br> <strong>kloc</strong>: kspace trajectory (readout points × spiral arms) <br> <strong>kdata</strong>: MRI data (readout points × spiral arms ×coils × slices)
DOI: 10.6084/m9.figshare.20817070
title: garrulus_glandarius_decontaminated_gx.fasta.gz

description: .......
DOI: 10.6084/m9.figshare.20817070.v1
title: garrulus_glandarius_decontaminated_gx.fasta.gz

description: .......
DOI: 10.6084/m9.figshare.20817355
title: isaurus_tuberculatus_decontaminated_gx.fasta.gz

description: ......
DOI: 10.6084/m9.figshare.20817355.v1
title: isaurus_tuberculatus_decontaminated_gx.fasta.gz

description: ......
DOI: 10.6084/m9.figshare.16958818
title: Functional traits' annual variation

description: Data and code to replicate figures and analysis for Wheeler, Brassil and Knops: Functional traits’ annual variation exceeds nitrogen-driven variation in grassland plant species (Ecology). <br> traitdata.csv contains the data used by all other files. <br> CPTraitAnalysis contains code for the primary mixed model analysis, including both the multivariate analysis and the single trait models. <br> CPTraitFigures contains code for Figure 1, showing trait responses both as modeled results and as species level raw data. <br> Combined Modeled Figure contains code for Figure 2, showing modeled responsed only. <br> TraitPCAFigures contains code for Figure 3's PCA visualization. <br> FGTraitFigures contains the code for the functional group based analysis and figures in appendix S1. <br>
DOI: 10.22003/xfel.eu-data-003014-00
title: Ultrafast photodynamics in nucleobases seen from the inside (derived from 2763)
DOI: 10.22003/xfel.eu-data-003129-00
title: Probing the lateral transport of hot electrons in relativistic laser solid wire target interactions
DOI: 10.17632/rszg4vwjfr.1
title: Effect of metconazole treatment and seed drying method on the production of adlay sprouts

description: The functional food market using sprouts has been growing, and sprouts from adlay seeds have high level of antioxidant activity to have potential value. However, a toxin produced by a Fusarium fungi has been detected in some adlay seeds after harvest. A fungicide was sprayed to reduce mycotoxins in adlay, and harmful factors were identified from the harvested seeds and sprouts, and drying conditions for seeds grown for sprout production were studied. Metconazole suspension concentrate was sprayed three times at 10-day intervals after flowering, and toxins in the sprouts were quantified using enzyme-linked immunosorbent assay. After harvesting, the seeds were dried under natural and warm air drying conditions, then sprouts were produced and the yields were compared. As a result, toxins were detected below the permissible level in foods of Ministry of Food and Drug Safety and therefore proved to be safe. Depending on the drying conditions, drying after warm air (25℃) seed treatment significantly increased the length and fresh weight of sprouts. Therefore, adlay sprouts can be safe from mycotoxins, and sprout growth and yield have been shown to be excellent when seeds were dried in the sun or semi-shade after warm air treatment.
DOI: 10.17632/zgz4r244vz.1
title: Efficacy and safety of bedaquiline in the treatment of multidrug/rifampicin resistant tuberculosis in Guangxi Zhuang

description: Efficacy and safety of bedaquiline in the treatment of multidrug/rifampicin resistant tuberculosis in Guangxi Zhuang
DOI: 10.17632/ns2msxfmbc.1
title: HMDA_US_2018_2021

description: Nationwide HMDA data, 2018-2021. Cleaned to record only accepted mortgages for primary residence, owner-occupied, single-family dwellings. Source: https://ffiec.cfpb.gov/data-browser/data/2018?category=nationwide

Code to create dataset available at https://github.com/nkacher/HMDA_age
DOI: 10.17632/rfz994zc8j.1
title: Effects of organic matters on the aggregation of anthropogenic microplastic particles in turbulent environments

description: Some experimental data and model results from the study.
DOI: 10.17632/rfz994zc8j.2
title: Effects of organic matters on the aggregation of anthropogenic microplastic particles in turbulent environments

description: Some experimental data and model results from the study.
DOI: 10.17632/rtw2kydhb2.3
title: Data for Ranking athletes

description: mathematica code to reproduce the empirical tables
DOI: 10.17632/rtw2kydhb2.2
title: Data for Ranking athletes

description: mathematica code to reproduce the empirical tables
DOI: 10.17632/rtw2kydhb2.4
title: Data for Ranking athletes

description: mathematica code to reproduce the empirical tables
DOI: 10.17632/mc82fmnv9n.1
title: EnergyJUrquizoC

description: Data set for Off-line measuring sampling data identification parameters for digital twins mirroring load modelling and stability analysis
DOI: 10.17632/9krv2pj3bw.3
title: Hawaii Map Series of Projected Shoreline Change with Sea Level Rise for the Ocean Hazards Database

description: This database consists of a series of maps showing estimates for the change in position of Hawaii shorelines caused by sea-level rise (SLR) of + 0.5, 1.1, 2.0, and 3.2 feet. Individual maps show perpendicular measurement axes and lines of predicted shoreline positions at mileposts along Hawaii state routes on the islands of Hawaii, Maui, Molokai, Oahu and Kauai previously identified for their vulnerability to the effects of climate change as part of the Statewide Coastal Highways Project Report.

Mileposts are identified by Brandes et al. (2019). State of Hawaii Department of Transportation (HDOT) state routes and county street centerline datasets are acquired from HDOT (2017) and HOLIS, C&CH (2017). Projected vegetation lines (long-lasting markers of the shoreline) are determined and reported by the Hawaii Coastal Geology Group (HCGG) in Anderson et al. (2018). Rate of projected erosion is determined as a mean value of rates along the measurement axis (magenta line) from the 2008 vegetation line (blue) to subsequent SLR vegetation lines (red, orange, yellow, and green). Dates for SLR elevations are reported by Anderson et al. (2018) using the IPCC AR5 high-end representative concentration pathway (RCP) 8.5 scenario as 2030 for 0.5 ft of SLR, 2050 for 1.1 ft of SLR, 2075 for 2.0 ft of SLR, and 2100 for 3.2 ft of SLR.

Please read ‘Description-Map of Projected Shoreline Change with Sea Level Rise.docx’ for detailed information.

References
Anderson, T.R., Fletcher, C.H., Barbee, M.M., Romine, B.M., Lemmo, S., and Delevaux, J.M.S. (2018).
Modeling multiple sea level rise stresses reveals up to twice the land at risk compared to strictly passive flooding methods. Scientific Reports, 8(1), 1–14. https://doi.org/10.1038/s41598-018-32658-x 
Brandes, H., Doygun, O., Rossi, C., Francis, O., Yang, L., and Togia, H., (2019) Coastal Road Exposure Susceptibility Index (CRESI) for the State of Hawaii Statewide Coastal Highway Program Report. Department of Civil and Environmental Engineering, University of Hawai'i at Manoa, doi: 10.17632/frr3fsx3j6.2.
HDOT (State of Hawaii Department of Transportation). “StateRoutes_SDOT” [shapefile]. Scale Not Given. State Routes. Hawaii Statewide GIS Program. Retrieved from http://files.hawaii.gov/dbedt/op/gis/data/StateAndCountyRoutes.shp.zip (December 2017).
HOLIS, C&CH (Honolulu Land Information System, City and County of Honolulu). “Oah_streets” [shapefile]. Scale Not Given. Oahu Street Centerlines. Hawaii Statewide GIS Program. Retrieved from http://geoportal.hawaii.gov/datasets/roads-honolulu-county (December 2017).
DOI: 10.17632/brjdyhcrwf.1
title: Supplemental material - U Okata-Karigane et al., 2022

description: Supplemental Material related to "Phase 2 randomized controlled trial of serlopitant, a neurokinin 1 receptor antagonist for chronic pruritus in epidermolysis bullosa. U Okata-Karigane et al., 2022"
Supplemental Figure S1. Participant flow
Supplemental Figure S2. Weekly mean NRS scores stratified by treatment groups for Worst Itch NRS
Supplemental Table S1. Additional eligible criteria
Supplemental Table S2. Minimal Clinically Important Difference (MCID) for the Average Itch NRS at month2
Supplemental Table S3. The change in the static participant assessment of itch on a 5-point categorical scale at month 2
DOI: 10.17632/85mr2ks2gj.1
title: LINF_320009900

description: RING-finger containing protein | replication termination factor 2 (Rtf2)-putative
Leishmania infantum (strain JPCM5)
DOI: 10.17632/pdmy7czpz4.1
title: Supplementary_Information_file_JDS.2022-22292

description: Supplementary Information file of the manuscript entitled "Exploiting machine learning methods with monthly routine milk recording data and climatic information to predict subclinical mastitis in the Italian Mediterranean Buffaloes"
DOI: 10.17632/6vndghdrtg.1
title: SUPPLEMENTAL INFORMATION - Impact of Systemic Therapies in Metastatic Melanoma of Unknown Primary: A study from MELBASE, a French Multicentric Prospective Cohort

description: Supplemental material for Manuscript: Impact of Systemic Therapies in Metastatic Melanoma of Unknown Primary: A study from MELBASE, a French Multicentric Prospective Cohort
DOI: 10.17632/4xcvh29k9p.1
title: Modular Characteristics and Mechanism of Action of Herbs for Type 2 Diabetes Treatment in Chinese Medicine

description: Type 2 diabetes (T2D) is a form of "thirst disease," or Xiaoke in Chinese, that was first referenced in Huangdi Neijing. The discovery of a Chinese herb delivers considerable benefits and has great potential for treating T2D. Despite the fact that a large number of publications have reported the role of TCM in the treatment of T2D, it is still unknown which Chinese herbs are the most commonly used drugs in the treatment of T2D, what the common characteristics of these Chinese herbs are, and what the main active ingredients and molecular mechanisms of these commonly used herbs are. In this study, data mining, systematic pharmacology, and molecular docking technology were utilized. There were 170 distinct types of Chinese herbs discovered, 118 active components, and 238 common targets across medicine and T2D. Moreover, we discovered six hub proteins (TNF, MMP2, PTGS, CASP3, CASP8, and CASP9) and two of the herbs' most basic chemicals (Diosgenin and Formononetin) in TCM-mediated T2D suppression, as well as critical therapeutic pathways (immune inflammatory response, AGE-RAGE, and IL-17 pathway) linked to T2D Chinese herb therapy. These findings lay a solid platform for future diabetic medication research and development.
DOI: 10.17632/rmwsh9zmjr.1
title: Dataset COVID 19 Sexual Behavior

description: Impact of COVID-19 Pandemic on Sexual Behavior in Romania
DOI: 10.17632/33rfxdpjtj.1
title: Seismic data recorded on the Xishancun Landslide on January 27, 2017

description: This zip file contains three-component waveforms recorded by 53 stations on January 27, 2017 on the Xishancun Landslide. After unzipped are 159 files, naming as StationName.Year.Jday.Chanel. The data is collected by staff from State Key Laboratory of Geodesy and Earth's Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China, financially supported by MOST through the 973 program.
DOI: 10.17632/s6by4zssfr.1
title: Source of the sand-rich gas hydrate reservoir in the northern South China Sea: Insights from detrital zircon U-Pb geochronology and seismic geomorphology

description: Data detailed descriptions, raw Geochemical datasets.
DOI: 10.17632/s6by4zssfr.3
title: Source of the sand-rich gas hydrate reservoir in the northern South China Sea: Insights from detrital zircon U-Pb geochronology and seismic geomorphology

description: Data detailed descriptions, raw Geochemical datasets.
DOI: 10.17632/c9vrmrgms3.1
title: Fiducial Marker GA ACCUROC

description: DICOM CT images of fiducial marker ( ball- and straight- shaped Gold Anchor , ACCUROC).
DOI: 10.17632/dvg33yf3xr.1
title: Data supplement for "Bird communities and rehabilitation of the Al Karaana Lagoons in Qatar"

description: These data accompany the paper (with the same authors) entitled "Bird communities and rehabilitation of the Al Karaana La-goons in Qatar". Briefly, the data describe the number of individuals of each bird species observed at the Al Karaana Lagoons in Qatar before (2015, 2017) and after (2019-2021) restoration work at the lagoon. 2015 data are presence-absence only. Pre-restoration data were collected by independent contractors working for the Qatari government in preparation for the rehabilitation. Post-rehabilitation data were collected by us (primarily by KCC).
DOI: 10.17632/dvg33yf3xr.2
title: Data supplement for "Bird communities and rehabilitation of the Al Karaana Lagoons in Qatar"

description: These data accompany the paper (with the same authors) entitled "Bird communities and rehabilitation of the Al Karaana La-goons in Qatar". Briefly, the data describe the number of individuals of each bird species observed at the Al Karaana Lagoons in Qatar before (2015, 2017) and after (2019-2021) restoration work at the lagoon. 2015 data are presence-absence only. Pre-restoration data were collected by independent contractors working for the Qatari government in preparation for the rehabilitation. Post-rehabilitation data were collected by us (primarily by KCC). 

This updated version removes one species (water rail), as the confidence in the identification was low.
DOI: 10.17632/x69hnss9ym.1
title: CAMSAP2 promotes insulin vesicle biogenesis by facilitating Golgi-endoplasmic reticulum trafficking but not microtubule stabilization in pancreatic β-cells

description: The original images and blots of the manuscript CAMSAP2 promotes insulin vesicle biogenesis by facilitating Golgi-endoplasmic reticulum trafficking but not microtubule stabilization in pancreatic β-cells
DOI: 10.17632/p6c26w5nrf.1
title: LINF_320011000

description: ATP-dependent DEAD/H RNA helicase | ROK1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/rtfh4vjsvy.1
title: LINF_320010600

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ynmytv37k8.1
title: In situ SEM fracture test of micro cantilever beams in shale samples

description: 1. Sample information
Two shale samples are from the Yanchang Formation (representative terrestrial shale formation), Ordos Basin, and the Longmaxi Formation (representative marine shale formation), Sichuan Basin, respectively.
2. Test area description
A total of six test areas are selected. Test areas in the terrestrial shale sample are named T1, T2, and T3 respectively. Test areas in the marine shale sample are named M1, M2, and M3, respectively.
Each test area contains a organic matter particle, and the organic type of each particle is determined through geochemical analysis:
(1) T1: Inertinite; (2) T2: Vitrinite; (3) T3: Vitrinite; (4) M1: Bitumen; (5) M2: Bitumen; (6) M3: Bitumen.
Micro cantilever beams are fabricated in each test area by using Xe PFIB (Helios G4 PFIB, Thermo Fisher). Organic matter particle is placed at the fixed end of the cantilever beam.
3. In situ SEM fracture test
Micro cantilever beams are loaded by an in situ mechanical test device (PI88, Hysitron) in an ESEM (Quanta 200F, FEI). A flat diamond indenter with a diameter of 10 μm is placed at the free end of micro cantilever beam. The loading rate is 15 nm/s.
Side-by-side videos and load and displacement curves are provided.