cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24435034.v3
title: SmallMammalsCooccur

description: Corresponding publication:Costa, A. P. L., Winck, G. R., Teixeira, B. R., Gentile, R., Vieira, E. M., Pardini, R., Püttker, T., D’Andrea, P. S. and C. S. Andreazzi. 2023. Ecological interactions without co-occurrence are not evidence of spillover risk: Predicting the impact of landscape conversion on small mammal occurrence and the transmission of parasites in the Atlantic Forest. Under submissionData LocationsGeographic locations of data collection: Brazilian Atlantic Forest (see publication for more details)Methodological InformationMethods of data collection/generation: see manuscript for detailsThe authors respectfully request to be contacted by researchers interested in the raw data of small mammal occurrences.Contact InformationName: Ana Paula Lula CostaAffiliation: Laboratório de Biologia e Parasitologia de Mamíferos Silvestres Reservatórios, Instituto Oswaldo Cruz, Fiocruz, Rio de Janeiro, RJ, Brazil.ORCID ID: https://orcid.org/0000-0003-4854-160XEmail: anapaulalula@gmail.comCode and Data overviewCodeAll analyses were made in R.Script for network analysesCosta.2023-Hmsc_CentralHosts.RScript for constructing Hmsc model and analyzing its parametersCosta.2023-Hmsc_Cooccur.RDataSmall mammal occurrence matrixcom.f_pa.csvcoordinates of each landscape used as sample sites for small mammal communitiesbuffer_id.csvLandscape metrics calculated for each sample siteland.feat.na.e.csvSmall mammal species traitsTrData2.csvSmall mammal phylogenetic treeSmallmammals_maxlike_nf.nwkModule clustering and categorization of small mammal species based on their centrality valuesNet_metrics.csvcentral_res.csv
DOI: 10.6084/m9.figshare.3558624.v1
title: Supplement 2. Function dispeRsal for predicting seed dispersal distances in R, and instructions for using dispeRsal.

description: File List dispeRsal.rda (MD5: 3589cb5b047c9a44e83fd624dabbacad) instructions.pdf (MD5: b5114a42cb9a0e1856e3fa87a3f8db89) Description dispeRsal.rda – includes the function dispeRsal to predict maximum seed dispersal distances from simple plant traits in software R (R Development Core Team 2012) as well as a dataframe used for the predictive models, an example dataframe, a dataframe for assigning taxonomic families to orders and modified versions of the TPLck and TPL functions from the Taxonstand (Cayuela et al. 2012) package for handling synonymies in the data provided by the user. Full details and instructions for using dispeRsal can be found in the instructions file. instructions.pdf – detailed instructions for using dispeRsal function to predict maximum seed dispersal distances with confidence intervals for user’s own data sets. Future updates of the tool and the underlying data can be found on a webpage at<br> http://www.botany.ut.ee/dispersal. To achieve ongoing improvements to the models, we ask the research community to contact us with further data on measured seed dispersal distances and associated plant traits.
DOI: 10.6084/m9.figshare.963271.v2
title: Effectiveness of ecosystem-based approaches for adaptation: review of the evidence-base

description: Ecosystem-based approaches for adaptation (EbA) integrate the use of biodiversity and ecosystem services into an overall strategy for helping people adapt to climate change. To date, however, insight into these approaches has often been based on anecdotal case studies of local peoples' use of ecosystems. A systematic map of EbA-relevant peer-reviewed literature, and a sample of grey literature, was undertaken to (1) give a methodical overview of the state of the evidence-base on EbA effectiveness and (2) identify key knowledge gaps. A framework was developed with stakeholders to assess the evidence-base for EbA effectiveness. The literature reviewed showed that much can be learnt about EbA from articles which considered climatic variability and climate extremes. Measures of the effectiveness of EbA-relevant interventions recorded in the articles showed positive results, although discussion of thresholds, limits and timescales related to these interventions was limited. Social, environmental and economic benefits of EbA interventions were in evidence in most articles, and though costs were discussed, this was limited in extent. It is concluded that the literature on EbA-relevant interventions addressing climatic variability, change, and linked extremes and natural hazards, contains some information that will support making the case for EbA, but the evidence-base has a number of gaps that should be addressed.
DOI: 10.6084/m9.figshare.9918020.v1
title: body weight change dataset

description: Data used to study factors contributed to postoperative weight change in patients with gastric cancer <br>
DOI: 10.17632/rzpgkchf46
title: Soil Property

description: The Research data of the manuscript “Spatial Heterogeneity of Soil Functions in the Sloping-Farmland Watershed: Coupling Induction of Landform and Ridge Practice”
DOI: 10.17632/zmsknkw5ng
title: Climate change increases the instability of the water supply for hydropower stations on the Tibetan Plateau

description: In recent decades, global warming has had a significant impact on the streamflow across the Tibetan Plateau. As the largest tributary in the upper reaches of the Yangtze River, the Yalong river is known for its abundant hydropower resources, and the world's largest multi-energy complementary base has been built in the Yalong River Basin. However, prudent water resource planning is limited by the lack of long-term, detailed and reliable streamflow records over the Yalong river basin. Here, we develop an October-June streamflow reconstruction for the Yalong River, based on composite tree-ring chronology of Picea likiangensis from seven sampling sites. The reconstruction goes back to 1480 CE, and accounts for 46.5% of the instrumental streamflow variance during 1962–2012. This record indicates that the Interdecadal Pacific Oscillation (IPO) and the Atlantic Multi-decadal Oscillation (AMO) were the major contributing factors to streamflow variations. A significant and stable correlation with temperature was found over the past few centuries on the interannual scale. Projections suggest that future climate change may lead to more frequent flood disasters in the Yalong River Basin.
DOI: 10.6084/m9.figshare.19674843.v1
title: Comparative genome anatomy reveals evolutionary insights into a unique amphitriploid fish

description: The cds sequence of the expanded genes in <em>C. gibelio</em> and the gene alignments and trees of the lost genes.
DOI: 10.17632/8dj8pdzjt3
title: 8-K reports database 2015 - 2019

description: We create a dataset which focuses on 8-K reports for the years 2015 - 2019. We restrict ourselves to Standard & Poor's 500 companies.
An 8-K is a report of unscheduled material events or corporate changes at a company that could be of importance to the shareholders or the Securities and Exchange Commission (SEC). Also known as a Form 8K, the report notifies the public of events, including acquisitions, bankruptcy, the resignation of directors, or changes in the fiscal year. We have compiled this dataset, thanks to SEC's EDGAR tool.

The texts were pre-processed by applying a classical pipeline :

        - removal of non-alphanumeric characters;
        - lemmatisation;
        - removal of rare words and stopwords.



The file (K8_data_2015_2019.rds) is a list of two items. The first item is composed of all information about the 8K and extracted texts. The second item is the document-term matrix with the pre-processed texts with 37238 texts and 70223 words. 

An example of 8-K can be found here https://www.sec.gov/files/form8-k.pdf.
DOI: 10.17632/gb5stf6d9m
title: Research Productivity Among Canadian First Year Dermatology Residents: A 15 Year Analysis

description: A retrospective review was conducted to obtain names of the residents that began training in Canadian dermatology residency programs between 2008 and 2022. Metrics reflective of research productivity (publication count, dermatology publications, authorship position, and H-index) were obtained from Scopus and trends were identified and evaluated using descriptive, univariate, and bivariate statistics. From the 10 Canadian residency programs, 371 dermatology residents producing 828 publications, of which 329 were dermatology-related were identified. Overall, 56% of residents had a minimum of one publication at the time of the match, with a mean of 2.23 + 4.27 publications and H-index of 1.36 + 2.23. A significant increase in all research productivity metrics was observed during the 2018 – 2022 period. Over the past 15 years, the amount of publications authored by incoming dermatology residents has increased significantly which may suggest an increased emphasis placed on medical research by medical students and residency programs.
DOI: 10.17632/mzb4b6dff3
title: Multi-Class Driver Behavior Image Dataset

description: Distracted driving-related accidents are a critical global issue, especially as road traffic increases in densely populated areas. To address the challenge of driver distraction, we introduce a novel dataset that supports the development of real-time monitoring and detection systems by capturing authentic driver behaviors. Collected in Ashulia, Dhaka, Bangladesh, in October 2024, this dataset includes images captured under real-world driving conditions within both private vehicles and public buses. The photos were taken using personal mobile phones, ensuring a realistic and diverse set of visual data.

This dataset spans a wide range of driving behaviors, including safe driving, turning, texting, talking on the phone, and other potentially risky behaviors, such as drowsy driving. By depicting these behaviors in everyday driving scenarios, the dataset serves as a valuable resource for training and evaluating models designed to detect unsafe driving practices in real-time.The dataset includes high-resolution photos taken inside public buses and personal cars in Ashulia, Dhaka, Bangladesh, under actual driving circumstances. The photographs, which were taken using the cameras on personal cell phones, offer a genuine and varied collection of visual information under normal driving circumstances. The following five behavioral classes comprise the dataset:
I. Safe Driving: Images showing a driver who seems to be paying attention to the road, both hands on the wheel, and concentrated or 1 hand on the steering wheel and other on the gear stick. This is the perfect example of driving without distractions.
II. Turning: Photographs that show drivers changing direction during turns by moving their heads or full bodies. This behavior is crucial for figuring out how focused the driver is on everyday tasks like rotating the steering wheel.
III. Texting Phone: Pictures of drivers using their phones, whether it is to type messages or to interact with the screen. Since texting and driving is one of the main causes of distracted driving, this training is very important for identifying it.
IV. Talking Phones: When drivers talk on their phones or hold them up to their ears while driving a vehicle. This category aids in identifying actions connected to phone talks, which are another frequent source of interruptions.
V. Others: Contains any actions that go against safe driving practices, like drinking water or anything while driving, sleeping while driving, or talking with someone behind while driving.
Relevant photos are included in each session, and they differ in terms of vehicle type and illumination to represent the variety of driving situations found in the real world. Because the images are unprocessed and unannotated, there is freedom in how machine learning applications pre-process them.
DOI: 10.6084/m9.figshare.10566029.v3
title: Dataset_submitted to JGR-Oceans Deoxygenation and its controls in a semi-enclosed shelf ecosystem, northern Yellow Sea

description: This dataset provides the long-term monitoring data in the northern Yellow Sea (NYS) from 1976 to 2006, including temperature, salinity, dissolved oxygen (DO), apparent oxygen utilization (AOU), DO saturation and nutrients along the section of Chengshanjiao-Dalian. There are four sheets of “Winter”, “Summer”, "Water column in winter" and "Water column in summer" in the Data Table. The “Winter” and “Summer” sheets show the surface and bottom time series data in winter and summer, respectively, while the "Water column in winter" and "Water column in summer" sheets display the climatological values of related parameters for each monitoring site in winter and summer, respectively.
DOI: 10.6084/m9.figshare.14368802.v1
title: HPDmobile Metadata

description: Additional information about the homes and data collected.
DOI: 10.6084/m9.figshare.21314016.v3
title: Comparing the isotopic and molecular composition of dissolved organic carbon between the oligotrophic South China Sea and the north Pacific Ocean: signals of biodegradation, conservative mixing, and terrestrial input

description: This data set contains: 1)the sampling information and DOC concentrations of the samples; 2) statistics of DOC concentrations, SPE-DOC concentrations, SPE-DOC Δ14C values, SPE-DOC δ13C values, and carbon extraction efficiencies determined for samples from stations F2 and DC6; 3)Molecular characteristics of DOM throughout two water columns at stations F2 and DC6, including the relative abundance of different compound groups and intensity-weighted indices.
DOI: 10.17632/hj7r2f97j3
title: Experimental data of wind pressures on a conventional high-rise building

description: Building codes worldwide rely on wind tunnel tests of scale models to characterize peak wind loads. Numerous previous studies have identified shortcomings associated with scaled testing in an idealized inflow. Gathering absolute pressure data on a real-world high rise building unlocks better understanding of peak loading. 

This dataset contains over 2800 hours of pressure time series obtained on the roof of a 142 m tall conventional, rectangular high-rise in San Francisco, CA. The data shows how full-scale measurements can be used to generate insights into peak pressures and their dependence on approach wind characteristics. The measurements reveal flow stagnation on west (windward) face, combination attached/separated on the north face, separated wake flow on the east (leeward) face, and sharp separation on the south face. Due to the sharp separation, the most extreme peak pressures were observed on the south face.

Measurements were obtained with absolute sensors onboard a network of custom data loggers, together with anemometers to characterize wind. Both raw time series and processed C'p statistics for 10-minute intervals are included here. Refer to README.md for a detailed description of the data.
DOI: 10.17632/rrwdb3m26w
title: High precision framework for chaos many-body engine

description: Abstract In this paper we present a C# 4.0 high precision framework for simulation of relativistic many-body systems. In order to benefit from the, previously developed, chaos analysis instruments, all new modules were integrated with Chaos Many-Body Engine (Grossu et al. 2010, 2013). As a direct application, we used 46 digits precision for analyzing the “Butterfly Effect” of the gravitational force in a specific relativistic nuclear collision toy-model. Title of program: Chaos Many-Body Engine v04.1 Catalogue Id: AEGH_v4_0 Nature of problem High precision simulation of relativistic many-body systems. Versions of this program held in the CPC repository in Mendeley Data AEGH_v1_0; Chaos Many-Body Engine v01; 10.1016/j.cpc.2010.04.015 AEGH_v2_0; Chaos Many-Body Engine v02; 10.1016/j.cpc.2012.01.009 AEGH_v3_0; Chaos Many-Body Engine v03; 10.1016/j.cpc.2012.12.012 AEGH_v4_0; Chaos Many-Body Engine v04.1; 10.1016/j.cpc.2013.12.024 AEGH_v5_0; Chaos Many-Body Engine v05; 10.1016/j.cpc.2014.06.014 AEGH_v6_0; Chaos Many-Body Engine v06; 10.1016/j.cpc.2015.04.027 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.12027183.v1
title: A novel approach for identifying urban employment centers using mobile phone data: A case study of Shanghai

description: Employment density in raster format that used to identify urban subcenters.
DOI: 10.6084/m9.figshare.12287720.v1
title: Dataset 3: Camera calibration files and GCP

description: <b>Content</b><br>1. Camera calibration files with ground control points used in the WSL Monoplotting Tool<br>2. Origin of camera location from where the landscape photograph was taken (vantage point)<br>
DOI: 10.6084/m9.figshare.14551044.v1
title: Outlines of Gastropod shells

description: A CSV containing the x and y coordinates of 235 shell outlines extracted from Gastropod images. All outlines have been scaled to +-1.5 in x and y direction, and each outline has 150 points.
DOI: 10.7910/dvn/q1ljjo
title: Per-emb-3, uv data

description: uv (visibility) continuum and spectral line data for Per-emb-3
DOI: 10.7910/dvn/rtgdfw
title: Replication Data for: Competition in Congressional Elections: Money Versus Votes

description: Datasets and do file to replicate the tables and figures in the article and appendix. All variables are labeled in each dataset.
DOI: 10.7910/dvn/s2y8qj
title: A11_19322.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5ed45f79-4484-4437-9fb2-fa5a53848ce7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5ed45f79-4484-4437-9fb2-fa5a53848ce7
DOI: 10.7910/dvn/soho2f
title: 36-Bit Minicomputer Using SRAM ICs as Logic Elements

description: This is a design-in-progress for a 36-bit, 20 MIPS, open-source minicomputer that uses synchronous static RAM ICs as logic elements, plus a minimal amount of glue logic. This dataset contains netlists, firmware, a virtual machine for simulating the ALU, a discrete event simulator for simulating the entire computer with wire delays, an assembler, a circuit board layout, and software written in C and Python for producing all of the foregoing. A Ph.D. dissertation that describes and documents this work is included as a separate file. Significant portions of this work in simulation correctly, but the entire machine is not yet something that can be built in operable form.
DOI: 10.7910/dvn/xo2mxi
title: Replication Data for: Dataset "P3Numbers_20150507_m_13_001" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=581

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"
DOI: 10.7910/dvn/yxkvur
title: Studies on TIMSS, PIRLS and PISA from 1995 to 2023

description: The corpus of 1,265 research articles on three biggest global large-scale education measurements (TIMSS, PIRLS, and PISA) from 1995 to 2023, extracted from the Web of Science Database.
DOI: 10.7910/dvn/zyxpbi
title: A13_24317.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8569fa65-0068-469a-9fef-1a6fbe3f5c35'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8569fa65-0068-469a-9fef-1a6fbe3f5c35
DOI: 10.7910/dvn/e5mwku
title: Model output for article "Tailoring meridional and seasonal radiative forcing by sulfate aerosol solar geoengineering"

description: Model output for article "Tailoring meridional and seasonal radiative forcing by sulfate aerosol solar geoengineering" submitted to GRL can be downloaded here. dats_SO2 contains output from SO2 injections. dats_H2SO4 contains output from H2SO4 injections. dats_lin_test_SO2 contains linearity test results using SO2 injections. dats_lin_test_H2SO4 contains linearity test results using H2SO4 injections. dats_season contains seasonal injection results. Filename designate injection conditions. lat1-lat19 correspond to injection center latitude [-85.263161 -75.789474 66.315788 -56.842102 -47.36842 -37.894737 -28.421051 -18.947369 -9.4736843 0 9.473691 18.947359 28.421051 37.894745 47.36842 56.842106 66.315788 75.789474 85.263161]. lev10-12, lev13-15, lev16-18, lev19-21 correspond to injection level 10-14, 14-17.5, 17.5-21, and 21-24.5 km. Injection rates are noted in the filename or described in the manuscript. dayxxx-dayxxx represent injection time (or homogeneous year-round if not noted).
DOI: 10.7910/dvn/e5vns4
title: Sensitivity and specificity of automated analysis of single-field non-mydriatic fundus photographs by Bosch DR Algorithm—comparison with mydriatic fundus photography (ETDRS) for screening in undiagnosed diabetic retinopathy

description: Diabetic retinopathy by Bosch Algorithm data on 560 subjects
DOI: 10.7910/dvn/jnqead
title: Grain yield and physiological traits of rice lines with the drought yield QTL qDTY12.1 showed different responses to drought and soil characteristics in upland environments

description: To improve yield in upland conditions, near-isogenic lines (NILs) of the major-effect drought yield quantitative
trait locus qDTY12.1 in rice (Oryza sativa L.) were developed in the background of the upland variety Vandana. These NILs
have shown greater water uptake a larger proportion of lateral roots, and higher transpiration efficiency under
drought than Vandana, and one NIL (481-B) was selected as having the highest yield. In this study, the NILs were
assessed in two greenhouse and 18 upland field trials for their response to drought and different soil textures. Performance of
qDTY12.1 NILs was not affected by soil texture but showed a notable response to drought stress severity. The yield
advantage of 481-B over Vandana was highest in field trials with intermittent drought stress, in which the mean trial yield
was greater than 0.5 t ha–1, and in the least favourable well watered trial. The effects of qDTY12.1 on water uptake were most
apparent under mild to moderate stress but not in very severe drought or well watered treatments, whereas the lateral root
and transpiration efficiency responses were observed under a range of conditions. These results highlight the varying
response of qDTY12.1 across upland environments and the complexity of multiple mechanisms acting together to confer an
effect on rice yield under drought.