cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7827644
title: Mangrove Crab Sampling Data in Dongzhaigang National Nature Reserve, Haikou, Hainan Province, China

description: This dataset contains the results of a study on mangrove crabs conducted in four seasons (Summer, SU; Autumn, AU; Winter, WI; Spring, SP) of 2020 and 2021. The samples were collected in the Dongzhaigang National Nature Reserve, Haikou, Hainan Province, China, at five sites: Sanjiang (SJ), Tashi (TS), Shanweitou (SWT), Luodou (LD), and Puqian (PQ). The primary focus is on crab species belonging to the superfamilies Ocypodoidea (ghost crabs), Grapsoidea (square crabs), and Portunoidea (swimming crabs). Sampling was conducted using net trapping, with three replicate plots set up for each habitat type at each site. Each plot was sampled continuously for three days. Vegetation information was recorded using dominant species as representatives, and water environmental information was collected using a WTW instrument. The parameters measured include total dissolved solids (TDS) (mg/L), dissolved oxygen (DO) (mg/L), salinity (SAL) (‰), water temperature (T) (℃), and pH. Finally, the longitude and latitude in the WGS84 coordinate system and Cartesian coordinates for each plot were recorded. The dataset fields are as follows: date: Date of sampling year: Year of sampling month: Month of sampling day: Day of sampling site: Sampling location, including TS, SJ, SWT, LD, PQ habitat: Habitat type, including tidal channels, tidal flats, and several vegetation types represented by mangrove trees such as Avicennia marina, Rhizophora stylosa, Bruguiera sexangular, Sonneratia apetala, and Ceriops tagal. plotname: Plot name species: Species name, as per the World Register of Marine Species (https://www.marinespecies.org) superfamily: Superfamily, as per the World Register of Marine Species (https://www.marinespecies.org) season: Season, including Summer (SU), Autumn (AU), Winter (WI), and Spring (SP) cname: Plot division by season, site, and habitat fullname: Plot division by season, site, habitat, and plot sequence number pname: Plot division by site, habitat, and plot sequence number TDS: Water total dissolved solids (mg/L) pH: Water pH DO: Water dissolved oxygen (mg/L) T: Water temperature (℃) SAL: Water salinity (‰) longitude: Longitude in WGS84 coordinate system latitude: Latitude in WGS84 coordinate system x: Cartesian coordinate x y: Cartesian coordinate y We thank Chengpu Jiang, Liangjun Wei and other colleagues for their assistance during the field samplings. Thanks also for the experimental conditions and sampling support provided by Hainan Dongzhaigang National Nature Reserve Authority.
DOI: 10.5441/002/edbt.2021.27
title: Proof-of-Execution: Reaching Consensus through Fault-Tolerant Speculation
DOI: 10.6073/pasta/275ee580f3c93f077dd7ddcce1f2ecdd
title: Ion concentrations in glacial meltwater streams, McMurdo Dry Valleys, Antarctica (1993-2020, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic aqueous geochemical sampling program has been undertaken. A series of terrestrial water samples have been collected and analyzed for major ion chemistry by ion chromatography. The concentrations of ions cover a wide range of total dissolved solids from the stream waters. This dataset shows concentrations of lithium, sodium, potassium, magnesium, calcium, iron, chlorine, bromine, silicon, fluorine, sulfate, and hydrogen ions found in various streams of the McMurdo Dry Valleys.
DOI: 10.6084/m9.figshare.23500434
title: Supplementary Material for: Use of Talimogene Laherparepvec to Treat Cutaneous Squamous Cell Carcinoma in a Renal Transplant Patient

description: A 66-year-old female with a history of two renal transplants due to recurrent thrombotic thrombocytopenic purpura presented to clinic with multiple lesions identified to be non-metastatic cutaneous squamous cell carcinoma (CSCC). The patient previously underwent multiple Mohs procedures and radiation therapy treatment but continued to develop CSCC lesions with increasing frequency. After discussing multiple treatment options, it was elected to pursue treatment with Talimogene laherparepvec (T-VEC) given the systemic immune responses it can cause, with low theoretical risk of graft rejection. After starting intratumoral T-VEC injections, treated lesions began to decrease in size, and a reduction in the rate of new CSCC lesions was observed. Treatment was held due to unrelated renal complications during which time new CSCCs developed. Patient was restarted on T-VEC therapy with no recurrent renal issues. Upon reinitiating treatment, injected and non-injected lesions showed reduction in size, and the development of new lesions again ceased. One injected lesion was resected via Mohs micrographic surgery due to its size and discomfort. On sectioning, this demonstrated an exuberant lymphocytic perivascular infiltrate which was consistent with treatment response to T-VEC, with little active tumor. With high rates of non-melanoma skin cancer in renal transplant patients, their transplant status significantly limits treatment options, specifically with regards to anti-PD-1 therapy. This case suggests T-VEC can generate local and systemic immune responses in the setting of immunosuppression and that T-VEC may be a beneficial therapeutic option for transplant patients with CSCC.
DOI: 10.17189/1520647
title: LRO DLRE 5 GRIDDED DATA RECORDS
DOI: 10.3886/icpsr24483.v1
title: National Politics Study, 2004
title: Version 1

description: The primary goal of the National Politics Study (NPS) was to gather comparative data about individuals' political attitudes, beliefs, aspirations, and behaviors at the beginning of the 21st century. Exploring the nature of political involvement and participation among individuals from different racial and ethnic groups, the survey included questions about voting preferences, party affiliation, organizational membership, immigration, racial consciousness, acculturation, and views of government policies.
description: The primary goal of NPS was to gather comparative data about individuals' political attitudes, beliefs, aspirations, and behaviors at the beginning of the 21st century.
description: The NPS dataset contains analysis weights that account for nonresponse and post-stratification (WGTPOPNRPS). The final weight was computed as the product of a nonresponse weight and a post-stratification weight, then centered such that the sum of the weights is 3,339, the total number of NPS respondents(WGTCENT).
description: From September 2004 to February 2005, a total of 3,339 telephone interviews were conducted throughout the United States. The sample consisted of 756 African Americans, 919 non-Hispanic Whites, 404 Caribbean Blacks, 757 Hispanic Americans, and 503 Asian Americans. For further details about the sample please refer to the codebook.
description: Datasets: DS1: National Politics Study, 2004
description: computer-assisted telephone interview (CATI)The National Politics Study, 2004 builds upon the work and methodologies used in the following studies: National Survey of American Life (NSAL) National Latino and Asian American Survey (NLAAS) National Black Election Panel Study, 1984 and 1988 (ICPSR 9954) National Black Politics Study, 1993 (ICPSR 2018) Latino National Political Survey, 1989-1990 (ICPSR 6841) National Asian American Political Survey, 2000-2001 The National Politics Study (NPS) was a project undertaken by the Program for Research on Black Americans (PRBA) and the Center for Political Studies (CPS) at the University of Michigan's Institute for Social Research, in cooperation with DataStat Inc., a survey research organization located in Ann Arbor, Michigan. The NPS was developed under the sponsorship of the National Science Foundation, the University of Michigan, and the Carnegie Corporation.
DOI: 10.5281/zenodo.7292880
title: Replication Package for the Paper: "Code Reviewer Recommendation for Architecture Violations: An Exploratory Study"

description: This is the replication package for the paper: "Code Reviewer Recommendation for Architecture Violations: An Exploratory Study". <strong>1) scripts.zip </strong>includes the Python scripts used to run the experiments in this work. Experimental details (e.g., parameters) are described in the Python files. Choose the relevant experimental settings and run "Experiment.py" to start the experiments. <strong>2) dataset.xlsx </strong>is the dataset used in the experiments on code reviewer recommendation, which includes the code review comments (from the four OSS projects) related to architecture violations and the file paths of code changes.
DOI: 10.5281/zenodo.8005679
title: Dataset and Model for "Understanding the limits to short-range order suppression in many-component disordered rock salt lithium-ion cathode materials"

description: Data and Model For "Understanding the limits to Short-range order Suppression in Many-Component Disordered Rock Salt Lithium-ion Cathode Materials" Paper DOI: 10.1039/D3TA02088F Raw data (VASP calculations) and production model for the associated paper. - `cluster_expansions` contains the final model used for the analysis in the<br> paper. The model can be loaded using the `icet` cluster expansion package<br> using ```<br> from icet import ClusterExpansion # requires the icet python package ce = ClusterExpansion.read("cluster_expansion.ce")<br> ```<br> <br> see the icet docs for how to manipulate this object: https://icet.materialsmodeling.org/ - `raw_data` contains the data used to fit the model. The calculation data<br> contains the raw vasp calculations in tar.gz files, and each training<br> generation has an associated `.json` files. The files contain Pymatgen<br> ComputedStructureEntry objects. Probably the easiest way to load these <br> into a python script is ```<br> from monty serialization import loadfn # requires the monty package<br> <br> training_data = loadfn("calculation_data.json")<br> ``` - element references contains VASP calculations (stored as above) for <br> the elemental reference calculations used to determine the formation<br> energies of the training structures
DOI: 10.6073/pasta/f733f09443eee4cb4a68bdddff9fbe94
title: Average glacier stake height and snow depth measurements, McMurdo Dry Valleys, Antarctica (1993-2020, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic sampling program has been undertaken to monitor glacial mass balance and meltwater flow. This data package includes stake height and snow depth measurements to the surface of six glaciers (Canada, Commonwealth, Hughes, Suess, Howard, and Taylor) in Taylor Valley and one glacier (Adams) in Miers Valley, all of which are located in the McMurdo Dry Valleys of Antarctica. Most measurements began during the 93-94 field season. Adams measurements were established during the 14-15 field season. Measurements are ongoing except at Hughes and Suess Glaciers where monitoring ceased following the 08-09 field season. Monitoring the changes in these measurements over time provides a record of mass balance, and aids in determining the role of glaciers in the polar hydrologic cycle.
DOI: 10.5258/soton/d2304
title: Dataset in support of the Southampton doctoral thesis 'Blockchain and time-delay based hardware Trojan detection'

description: Datafiles in support of the thesis
DOI: 10.5281/zenodo.4558235
title: Diviner Christiansen Feature Map

description: This tiff file contains a version of the Diviner Christiansen Feature (CF) data set sampled at 32 pixels per degree, covering 360 degrees of longitude and +/- 70 degrees of latitude. In raw CF data the wavelength position of the feature is dependent upon composition, degree of space weathering and viewing geometry. This data product has been corrected for viewing geometry. Its production is described in Lucey et al. 2021, "Lunar Mineralogy Derived from Improved Diviner Lunar Radiometer Christiansen Feature Maps" P.G. Lucey, B.T. Greenhagen, K. Donaldson Hanna, N. Bowles, A. Flom, and D. A. Paige, JGR Planets in press. Latitude and longitudes corresponding to this data set are in diviner_MI_latitude.tiff and diviner_MI_longitude.tiff.
description: {"references": ["Greenhagen BT, Lucey PG, Bandfield JL, Hayne PO, Williams JP, Paige DA. The Diviner Lunar Radiometer compositional data products: Description and examples. In Lunar and Planetary Science Conference 2011 Mar (No. 1608, p. 2679)."]}
DOI: 10.6073/pasta/9686975eea022c6af30abf2ce23ddbed
title: Snowpit chemistry from Canada, Commonwealth, and Rhone Glaciers, McMurdo Dry Valleys, Antarctica during the 2000-2001 austral summer

description: To examine temporal and spatial variability in snow chemistry during the 2000-2001 austral summer, snow samples were collected from the accumulation zones of Canada, Commonwealth, and Rhone Glaciers, located in Taylor Valley in the McMurdo Dry Valleys region of Antarctica. Snowpits were excavated to a depth of 2 meters at each location and samples were collected using a depth interval of 3 cm utilizing clean sampling techniques. Snow density was measured in the field at the time of sample collection. Samples were analyzed for major ions in the Crary Lab at McMurdo Station.
DOI: 10.17632/z727frmfdw.1
title: Vertical jump performance and the relationship with sprint speed at 20 m and 50 m in professional soccer players.

description: Jumping and sprinting are essential skills for several sports, especially soccer, as they allow determining neuromuscular function and lower extremity maximal power in female athletes. This database has the sprint and jump performance data of 200 professional soccer players from Colombia and Brazil. This study aimed to establish the relationship between vertical jump performance and sprint speed at 20 m and 50 m in professional soccer players.The vertical jump was assessed with the CMJ, SJ and RJ variants using the WheelerJump jump sensor while the sprint was measured using the Winlaborat horizontal encoder. Almost perfect correlations (p < 0,05 – r: 0.97) and excellent coefficients of determination (R2: 0.95 – 0.93) were observed between the reactive force index with the mean height of the different jump protocols and the 50-meter sprint speed, indicating that the higher the altitude and/or the higher the reactive force index, the higher the 50-meter sprint speed. The same behavior was found with the 20-meter race, but the correlation levels (p <0,05, r: 0.63-0.62) and the determination coefficients were lower (0.40). The results of this study suggest that, in professional soccer players, long sprint performance like 50 m is strongly correlated and could be accuracy explained by the average height reached in SJ, CMJ and RJ and by the ability to perform repeated jumps using short contact times, thus increasing the ground reaction forces, which translates into a similar behavior during successive contacts of the player's feet against the ground during the race.
DOI: 10.18170/dvn/pefdas
title: China Innovation and Entrepreneurship Index

description: TODO
DOI: 10.18434/mds2-2595
title: Grating Lobes and Spatial Aliasing in Sparse Array Beampatterns
DOI: 10.5281/zenodo.7056802
title: Loghub-version6(Copy)

description: This is a copy of LogHub version 6, which is an open benchmark for log testing. Original link: https://zenodo.org/record/1596245#.Yv3zYOxBxqs Original Paper Reference: He, Shilin, et al. "Loghub: a large collection of system log datasets towards automated log analytics." <em>arXiv preprint arXiv:2008.06448</em> (2020). Original Paper Link: https://arxiv.org/pdf/2008.06448v1.pdf
DOI: 10.6084/m9.figshare.21078136.v4
title: Real-time measurement of debris-flow impact force at Jiangjia Ravine, China

description: This is Metadata for real-time impact-force measurements and field observations of debris flows recorded by a sensor network in Jiangjia Ravine, China. We observed 49 debris flows during and after a storm on August 25, 2004, including 42 debris-flow surges and seven continuous debris flows.
DOI: 10.6084/m9.figshare.22249606
title: Supplementary Material for: Depression Scores following Ventral Intermediate Nucleus Deep Brain Stimulation for Essential Tremor: A Meta-Analysis

description: <b><i>Background:</i></b> Essential tremor (ET) patients present with both motor and non-motor symptoms including depression. Although deep brain stimulation (DBS) of the ventral intermediate nucleus (VIM) is used to treat motor symptoms of ET, there is no consensus as to how VIM DBS influences non-motor symptoms, specifically depression. <b><i>Objective:</i></b> The objective of this study was to conduct a meta-analysis of available studies investigating change in pre- to postoperative depression scores as measured by Beck Depression Inventory (BDI) in ET patients receiving VIM DBS. <b><i>Methods:</i></b> Inclusion criteria were randomized control trials or observational studies of patients undergoing unilateral/bilateral VIM DBS. Non-ET patients, case reports, patients &lt;18 years old, only non-VIM electrode placement, non-English articles, and abstracts were excluded. The primary outcome was change in BDI score from the preoperative time point to the last available follow-up. Pooled estimates of overall effect for BDI standardized mean difference were calculated using random effects models with the inverse variance method. <b><i>Results:</i></b> Seven studies divided into eight cohorts for a total of 281 ET patients met inclusion criteria. Pooled preoperative BDI score was 12.44 (95% CI [6.63–18.25]). A statistically significant decrease in depression scores was observed postoperatively (SMD = −0.29, 95% CI [−0.46 to −0.13], <i>p</i> = 0.0006). Pooled postoperative BDI score was 9.18 (95% CI [4.98–13.38]). A supplementary analysis which included an additional study with an estimated standard deviation at last follow-up was conducted. There was also a statistically significant decrease in depression postoperatively (9 cohorts, <i>n</i> = 352, SMD = −0.31, 95% CI [−0.46 to −0.16], <i>p</i> &lt; 0.0001). <b><i>Conclusions:</i></b> Both quantitative and qualitative analyses of the existing literature suggest that VIM DBS improves depression postoperatively among ET patients. These results may guide surgical risk-benefit analysis and counseling for ET patients undergoing VIM DBS.
DOI: 10.5281/zenodo.7713953
title: Trend of Code Analysis Tools 2004 -2023

description: Dataset for comparison of trends of code analysis tools from 2004 to 2023.
DOI: 10.6073/pasta/6af470574c76a3ea4f92e3927ab92dee
title: Climate data for saddle data loggers (CR23X and CR1000), 2000 - ongoing, daily.

description: Climatological data were collected from the saddle climate station on Niwot Ridge (3525 m elevation) throughout the year. From 2000-06-24 to 2012-03-24, data were recorded using a Campbell Instruments CR23X data logger. Subsequently, data were recorded using a Campbell Instruments CR1000 data logger. Maximum and minimum values were recorded instantaneously, with a sampling interval of 5 seconds. Daily means and totals were calculated from 17,280 individual measurements. The CR23X logger was programmed to generate both hourly and daily output. The CR1000 logger generated daily, hourly, and minute data until September 2014, and 10 minute and minute data thereafter.
DOI: 10.6084/m9.figshare.17391470
title: Student Question Bank

description: The Student Question Bank was generated by students as part of the project ' Bringing Student Voice to Evaluation: Using Q Methodology for Creating a Student-led Question Bank'. 24 questions from the list are used in the module evaluation as optional (module leaders can add up to five to the core module evaluation questionnaire).
DOI: 10.6084/m9.figshare.21953384
title: The sample locations, descriptions, grain shape, and major elements of sand-sized detrital sediments from the Hulunbeier Sandy Land

description: The supporting datasets of Liang and Yang's research article submitted to Journal of Geophysical Research-Earth Surface. Please cite the research paper when using this data. The research article information: Liang, P., & Yang, X. (2023). Grain shape evolution of sand-sized sediments during transport from mountains to dune fields. Journal of Geophysical Research: Earth Surface, 128, e2022JF006930. https://doi.org/10.1029/2022JF006930
DOI: 10.5281/zenodo.8042001
title: Horizontal Magnetic Anomaly Accompanying with the Co-seismic EQL of M7.3 Fukushima Earthquake of 16 March 2022: Phenomenon and Mechanism

description: The file named 'EQL video & camera scene on google earth.rar' contains the video of the EQL (16 March 2022 & 7 April 2011) and the picture of the moment of the EQLs and the corresponding Google Earth scenes. The file named 'geological data.rar' contains the geological map of Sendai city and surrounding zone. The file named 'original geomagnetic data(2011).rar' contains the original geomagnetic data of three stations (i.e., KAK, KNY and MMB) on 7 April 2011. The file named 'original geomagnetic data(2022).rar' contains the original geomagnetic data of three stations (i.e., KAK, KNY and MMB) on 16 March 2022. The file named 'The processed data and the corresponding matlab program.rar' contains the processed geomagnetic data of the three stations and the matlab program for visualization.
DOI: 10.5281/zenodo.8042000
title: Horizontal Magnetic Anomaly Accompanying with the Co-seismic EQL of M7.3 Fukushima Earthquake of 16 March 2022: Phenomenon and Mechanism

description: The file named 'EQL video & camera scene on google earth.rar' contains the video of the EQL (16 March 2022 & 7 April 2011) and the picture of the moment of the EQLs and the corresponding Google Earth scenes. The file named 'geological data.rar' contains the geological map of Sendai city and surrounding zone. The file named 'original geomagnetic data(2011).rar' contains the original geomagnetic data of three stations (i.e., KAK, KNY and MMB) on 7 April 2011. The file named 'original geomagnetic data(2022).rar' contains the original geomagnetic data of three stations (i.e., KAK, KNY and MMB) on 16 March 2022. The file named 'The processed data and the corresponding matlab program.rar' contains the processed geomagnetic data of the three stations and the matlab program for visualization.
DOI: 10.17631/rd-2023-0010-ddat
title: A comparative study between China and the UK: opportunities and challenges for promoting collaborative consumption
DOI: 10.6084/m9.figshare.23522412
title: Results_Data.xlsx from Chimpanzees prepare for alternative possible outcomes

description: When facing uncertainty, humans often build mental models of alternative outcomes. Considering diverging scenarios allows agents to respond adaptively to different actual worlds by developing contingency plans (covering one's bases). In a pre-registered experiment, we tested whether chimpanzees (<i>Pan troglodytes</i>) prepare for two mutually exclusive possibilities. Chimpanzees could access two pieces of food, but only if they successfully protected them from a human competitor. In one condition, chimpanzees could be certain about which piece of food the human experimenter would attempt to steal. In a second condition, either one of the food rewards was a potential target of the competitor. We found that chimpanzees were significantly more likely to protect both pieces of food in the second relative to the first condition, raising the possibility that chimpanzees represent and prepare effectively for different possible worlds.
DOI: 10.14469/hpc/10979
title: Scaling laws for electron kinetic effects in tokamak scrape-off layer plasmas - supporting data

description: Simulation data for a paper titled "Scaling laws for electron kinetic effects in tokamak scrape-off layer plasmas". Power et al 2023 Nucl. Fusion https://doi.org/10.1088/1741-4326/acdca6