cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kk56gtf9dj.1
title: Interlinking association between Red-clawed Crab, Perisesarma bidens (De Hann, 1835) and Grey Mangrove, Avicennia marina (Forskk.) Vierh. in Nakti Creek (Gulf of Kachchh), Gujarat, Western India

description: Mangroves are the most productive and biologically important ecosystems of the world, as they provide ecological balance, goods, and services to humans; plays a vital role in nature by nurturing ecological, protection and social services. The main purpose of this study was to establish an interlinking association among mangrove litter, crabs and sediment nutrients to derive inter-dependent effects. For this, Nakti Creek (Gulf of Kachchh), Gujarat, Western India, was selected for a study period of 6 months (January to June, 2014), as it harbors substantial population of Red-Clawed Crab, Perisesarma bidens (PB) and Avicennia marina (AM). The area reflects spatio-temporal heterogeneity of mangrove domains e.g. Dense (DMN), Peripheral (PMN), Sparse (SMN), Scanty (SCMN) and Non-Mangrove (NMN). Before commencement of the study, it was hypothesized that PB enhance the growth of mangrove trees, which was well-substantiated at the end of this study. DMN was highly enriched with pH, Total S, Total N, TOC, TOM and K, compared to other domains, PMN with Salinity, SCMN with Total P, and NMN with Salinity, Ca & Mg. Correlation Coefficient Matrix (r) revealed the strong positive correlation between pH & TOM, Salinity & Ca, Ca & Mg, Mg & Total P, Total S & Total N, Total N & Total P with TOM, and TOC & TOM with K. Tree height was flourished in SMN, SCMN & NMN, GBH in NMN, No. of fallen leaves in SCMN, No. of leaves in crab burrows in PMN, Mean length of leaves in SMN & SCMN, Mena width of leaves in DMN & PMN, and Wet weight of leaves in SCMN. Tree height & K exhibited highest correlation with Mean length of leaves, GBH with No. of fallen leaves, No. of fallen leaves with Wet weight of leaves, No. of leaves in burrows with Mean width of leaves, and Mean length of leaves with Wet weight of leaves. Except Salinity, all parameters exhibited highest correlation with Mean width of leaves. Salinity was strongly correlated with No. of leaves in burrows. PMN harbored maximum no. of crab burrows, and SMN with no. of crabs outside burrows. Number of crab burrows was highly correlated with Total P & Mean width of leaves, and No. of crabs outside burrows with TOC & TOM. The present study would have better perception about interaction between abiotic and biotic factors for efficient management and restoration of dwindling mangrove ecosystem. The authors conclude that the presence of Sesarmid Crabs in mangrove forest is vital for enriching the soil with nutrients by enhancing nutrient cycling by feeding on mangrove plant derivatives and making burrows that make the gas exchanges more easier between soil and atmosphere, and hence, it helps in maintaining the growth of mangroves. As a stepping-stone, more elaborative study on effects of PM on AM and vice-versa, is advised for combating ecological degradation of mangrove ecosystem in future.
DOI: 10.4121/13348535.v1
title: Dataset Ethical Issues in Focus by the Autonomous Vehicles Industry

description: This dataset provides supplementary information to the article "Ethical Issues in Focus by the Autonomous Vehicles Industry" (Transport Reviews). It features the following information: (i) list of companies with AV testing permit in California as of June 2020; (ii) list of reports, issued by companies with AV testing permit in California, which were analyzed in the research; (iii) keywords associated with particular ethical issues which were used in the data-mining algorithm applied to the industry reports; (iv) overview of the ethical issues found in the reports of companies with AV testing permit in California; and (v) relevant text signaling ethical issues located in the industry reports of different companies with AV testing permit in California.
DOI: 10.5066/p9700zxc
title: Behavioral and Reproductive Effects of the Lampricides TFM and TFM:1% Niclosamide on Native Freshwater Mussels - Data Release

description: This study continues our investigations into the effects of lampricides on mussels by extending research into potential effects on behavioral and reproductive endpoints on the plain pocketbook mussel(Lampsilis cardium). We hypothesized that TFM (3-trifluoromethyl-4'-nitrophenol) and TFM with Niclosamide (NIC, 2', 5-dichloro-4'-nitrosalicylanilide, hereafter TFM:NIC) would reduce the viability of free glochidia in a dose-dependent manner, that older glochidia would be more sensitive than younger glochidia, and that exposure of gravid females to TFM and TFM:NIC would cause a suite of behavioral and reproductive effects. These data could be important in documenting the presence (or absence) of potential behavioral and reproductive effects of lampricides on mussels and could inform management decisions. For example, these data could be used by the state of Michigan and the USFWS to evaluate the potential for sea lamprey treatments in the Grand River watershed (Grand Rapids, Michigan) - which contains several federally and state listed mussels - in response to a dam removal. The data can also be used to inform risk assessments for lampricides and listed species.
DOI: 10.5281/zenodo.1147958
title: Invid Fake Video Corpus V2.0

description: The InVID TV Fake Video Corpus was developed in the context of the InVID project with the aim of gaining a perspective of the types of fake video that can be encountered in the real world. The dataset does not aspire to serve as an exhaustive list of all forgeries that have circulated the Web in the past, but we intend to maintain and extend it throughout the course of the project as new cases arise. 

The collection is a collaborative effort between AFP and CERTH-ITI. This is the second version of the dataset, containing 117 fake videos and 110 real videos, alongside annotations and descriptions. As we do not own the rights to the videos, the dataset only contains the video URLs and annotations.
description: {"references": ["Version v1.0 DOI: 10.5281/zenodo.242481"]}
DOI: 10.5281/zenodo.7323704
title: Dataset for "Yield Estimation of the August 2020 Beirut Explosion by Using Physics-Based Propagation Simulations of Regional Infrasound"

description: Dataset for “Yield Estimation of the August 2020 Beirut Explosion by Using<br> Physics-Based Propagation Simulations of Regional Infrasound” Authors: Keehoon Kim and Michael E. Pasyanos Lawrence Livermore National Laboratory, Livermore, CA, USA Description<br> This datset includes the infrasound waveform data recorded by the array at the<br> Mt. Meron (IMA) in Israel. A five-element array deployed by the National Data<br> Center of Israel (Fee et al., 2013), and all stations had Martec Tekelec MB2005<br> sensors which have a flat frequency response in the infrasound band (0.1–20Hz)<br> (Ponceau and Bosca, 2010). The infrasound data was provided by the National<br> Data Center of Israel, Soreq Nuclear Research Center, and the pressure<br> recordings only relevant to the 2020 Beirut explosion were uploaded to the<br> public repository (https://zenodo.org). File Description<br> IMA_array_infrasound_waveform.txt Pressure values in ASCII format for 5 stations Acknowledgments<br> This research was performed by the support from the U.S. Department of Energy,<br> National Nuclear Security Administration, Office of Defense Nuclear<br> Nonproliferation, Research and Development under the auspices of the U.S.<br> Department of Energy by the Lawrence Livermore National Laboratory under<br> Contract Number DE-AC52-07NA27344. This is LLNL Contribution LLNL-JRNL- 839419 References<br> Fee, D., Waxler, R., Assink, J., Gitterman, Y., Given, J., Coyne, J., ... &<br> Grenard, P. (2013). Overview of the 2009 and 2011 Sayarim infrasound<br> calibration experiments. Journal of Geophysical Research Atmospheres, 118(12),<br> 6122-6143. Ponceau, D., & Bosca, L. (2010). Low-noise broadband microbarometers. In<br> Infrasound monitoring for atmospheric studies (pp. 119-140). Springer,<br> Dordrecht.
DOI: 10.17632/g4tnnf683m.1
title: Sep_Ngram_Tel-Ham01

description: 1. Introduction
In the field of computational linguistics and probability, n-gram is a continuous sequence of n pieces in a given sequence of text or speech and depending on the application, these items can be phonemes, syllables, letters, words, ext. In this corpus, n-gram on words (more precisely in language processing, tokens) has been calculated for Persian texts in Hamshahri corpus and Telegram messages. In these calculations, the tokenizer developed in Computerized Intelligence Systems Laboratory of University of Tabriz has been used to tokenize the texts. This tokenizer also performs sentence separation.
1-1. The corpus of Hamshahri
Hamshahri statue includes texts published in Hamshahri online newspaper. This corpus is in the form of xml files, each file containing the texts of the day, in which the separation of news text and categories, as well as the date of submission in the form of xml tags is done. This corpus is presented in two versions. In Sep_Ngram_Tel-Ham01, the first version of Hamshahri has been used, which includes more than 80,000 articles from July 23, 1996 to June 20, 2003.
1.2 Telegram corpus
The main problem with the Hamshahri statue is the lack of new words (such as Telegram, Barjam, etc.) due to the old statue, so in Sep_Ngram_Tel-Ham01, in addition to the Hamshahri statue, the new Telegram statue is used in the calculations. The corpus of Telegram includes posts published in prestigious and famous Persian groups and channels from March 15, 2017 to December 31, 2017, which includes more than 1,800,000 posts, and with thanks to telegram API in Computerized Intelligence Systems Laboratory of University of Tabriz has been collected. It should be noted that a period of one month from this statue is manually labeled thematic and is available [1].
DOI: 10.17632/tn22s9kvrt.1
title: Sep_Anchor-Title_Fawiki01

description: 1. Introduction
Most natural language processes, especially text processing, require you to somehow extract meaningful expressions from the heart of the text. For example, event recognition, subject recognition, trend, emotion analysis, recognition of famous entities, text production, question and answer systems, etc. In general, to design systems that are supposed to have an understanding of textual content, one of the requirements for phrase recognition Meaningful and widely used in any language. This has been implemented by statistical processing systems such as n-grams, graph-based systems, etc. On the other hand, when statistical systems can be assured that the data under study are large enough, the Sep_Anchor-Title_Fawiki01 corpus with the help of the Wikipedia corpus (accessible from the Wikimedia), which includes a collection of Persian Wikipedia pages until May 3, 2016 (May 24, 2020) and contains more than 3 million articles. In the Sep_Anchor-Title_Fawiki01 corpus, the focus is on the titles of the articles and the texts of the links on the Wikipedia pages, which are described below.
2. Database
The Wikipedia corpus is used as input data in the Sep_Anchor-Title_Fawiki01 corpus. The structure of the Wikipedia corpus is an XML file in which pages, categories, titles and texts are marked with xml tags and the content of the related tags. The main corpus of texts is articles in hypertext format in which links and some internal page structures are specified. The Sep_Anchor-Title_Fawiki01 corpus is compiled in the form of a SQL database, and to process and prepare this corpus, the focus is on the titles of the articles and the texts of the links on the Wikipedia pages. The links are stored in the Anchors table. On the other hand, in order to speed up the data retrieval operation, first all the words are mapped to the codes and the operation is done with the word codes in the database. This mapping is done in a table called Dictionary. In addition, all the processed expressions are stored in tokens by tokens in a table called AllContent in order to run other processes faster on the Wikipedia corpus and as a foresight, all of these tables will be explained below. It should be noted that all processing is done after normalization and deletion of keywords.
DOI: 10.5258/soton/wp00719
title: 2000, 2005, 2010, 2015, 2017 and 2020 estimates of numbers of pregnancies per grid square, with national totals adjusted to match national estimates on numbers of pregnancies made by the Guttmacher Institute, Version 3

description: 2000, 2005, 2010, 2015, 2017 and 2020 estimates of numbers of pregnancies per grid square, with national totals adjusted to match national estimates on numbers of pregnancies made by the Guttmacher Institute (http://www.guttmacher.org), Version 3.
DOI: 10.17632/372rnwf9pc.1
title: Sep_TD_Tel01

description: The Sep_TD_Tel01 dataset was compiled by ComInSyS . This database has been compiled due to the low resource of the Persian language and the high popularity of the Telegram social network in Iran. In this work, an official API published by Telegram is used. To respect the principle of privacy, only data related to public channels and public groups have been collected. \par
This dataset contains 10,209 records of messages sent to public channels and groups in the one month between 1 January 2017 (12 Day 1395) and 31 January 2017 (12 Bahman 95). This database is divided into sixty 12-hour windows, which include two super-hot topics: "The death of Ayatollah Hashemi Rafsanjani" and the second topic, "Plasco building fire" To be able to review and control the performance, nine of these windows have been selected as GT and labeled. These windows are [14, 15, 16, 17, 18, 37, 38, 39, 40]
DOI: 10.17632/44jzzmczgj.2
title: Digitally Printed Liquid Metal Composite Antenna for Energy Harvesting: Towards Energy-Autonomous Battery-Free Wearable Bioelectronics

description: We demonstrate untethered battery-free patches through a series of printed and stretchable antennas for far-field energy harvesting. 
We introduce digitally fabricated stretchable antennas through low-cost and scalable techniques, i.e. extrusion printing or laser patterning. 

Here is the relevant data for dipole and PIFA antennas used in the elaboration of the manuscript. 
It contains the VNA tests for 1) PIFA stretch testing. 2) PIFA antenna made of Cu. 3) PIFA antennas made of Ag. 4) Dipole antenna with foam seperator. 5) Dipole  antenna first test without separator. Also, 6) Simulated PIFA result.
DOI: 10.17632/gvys6g6z6d.1
title: Peach pits and PP Composite

description: The suitability of manufacturing polypropylene based composites filled with peach pits is investigated. Specimens manufactured with 50% peach pits; and 60% peach pits were evaluated and compared with a reference sample manufactured with 60% radiata pine wood and 40% polypropylene. The peach pits composites presented improved physical properties, and higher porosity than radiata pine wood based composites. In addition, the peach pits based composites showed poorer mechanical properties when compared with radiata pine wood composites. This difference increases when adding more peach pits to the composites. The previous performance was attributed to the lower amounts of holocellulose, and higher amounts of lignin and extractives of the pits than radiata pine wood, in addition to the low aspect ratio of the pit particles, which could have affected the results of the mechanical properties, particularly the MOE and MOR.
DOI: 10.25405/data.ncl.13082333.v1
title: Coral Spawning Database

description: The discovery of multi-species synchronous spawning of scleractinian corals on the Great Barrier Reef in the 1980s stimulated an extraordinary effort to document spawning times in other parts of the globe. Unfortunately, most of these data remain unpublished which limits our understanding of regional and global reproductive patterns. The Coral Spawning Database (CSD) collates much of these disparate data into a single place. The CSD includes 6178 observations (3085 of which were unpublished) of the time or day of spawning for over 300 scleractinian species in 61 genera from 101 sites in the Indo-Pacific. The goal of the CSD is to provide open access to coral spawning data to accelerate our understanding of coral reproductive biology and to provide a baseline against which to evaluate any future changes in reproductive phenology.<br>
DOI: 10.3886/e117947v1
title: Data and Code for Productivity J-Curve

description: General purpose technologies (GPTs) like AI enable and require significant complementary investments. These investments are often intangible and poorly measured in national accounts. We develop a model that shows how this can lead to underestimation of productivity growth in a new GPTs early years and, later, when the benefits of intangible investments are harvested, productivity growth overestimation. We call this phenomenon the Productivity J-Curve. We apply our method to U.S. data and find that adjusting for intangibles related to computer hardware and software yields a TFP level that is 15.9% higher than official measures by the end of 2017.
DOI: 10.3886/e118645v1
title: Data and Code for: Interactions and Coordination between Monetary and Macro-Prudential Policies

description: Abstract: I study monetary and macro-prudential policy intervention in a general equilibrium economy with recurrent boom-bust cycles. Recurrence causes forward-looking variables to also react to policy intervention during phases in which the intervention is inactive. Macro-prudential policies that contain systemic risk in financial markets during booms, therefore, relax market-based funding constraints during busts, which helps mitigate the severity and shorten the duration of economic meltdowns. Contractionary monetary interventions during booms also have (latent) beneficial effects during busts. Coordination between the two policy instruments improves social welfare over standard, non coordinated policy interventions, but improvement is moderate.
DOI: 10.5066/p9thtcox
title: Waipunalei ROD Management 2017-2018

description: This data release includes metadata and tabular datasets that document (1) Ceratocystis qPCR DNA detections in Passive Environmental Samplers (PES), (2) Ceratocystis qPCR DNA detections after pre-amplification, (3) wood and frass particle counts detected in PES (4) location of individual PES within the study area (5) ambrosia beetle gallery counts on felled 'ohi'a (6) ambrosia beetle gallery counts on insecticide treated bolts and (7) ambrosia beetles trapped in cross-vein panel traps. Data were used in the analysis of the manuscript &amp;quot;Effectiveness of Rapid 'Ohi'a Death management strategies at a focal disease outbreak on Hawai'i Island.&amp;quot;
DOI: 10.5517/ccdc.csd.cc1p6jkz
title: CCDC 1555411: Experimental Crystal Structure Determination

description: Related Article: Louise M. Guard, D. Michael Heinekey|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.21707579
title: All Life 3

description: This dataset was analysed to predict wheat yield according to cultivar resistance, maturity, climate, yellow rust progress, and planting date predictors.
DOI: 10.15151/esrf-es-925345424
title: The proposal is a continuation of the MX-2367 proposal : CryoEM-BAG France: Structural Biology using Cryo-EM in France

description: This proposal gathers Principal investigators from French Institutions that use cryo-EM to unravel the molecular mechanisms associated with various biological processes. Scientists belong to 8 centres that currently use Cryo-EM and have already used ESRF CM01 beamline. All the PIs in this application have already used CM01 during the past 2 years. Projects include the study of bacterial secretion systems (Bordeaux, Lyon, Paris), viruses and their infection mechanisms (Marseille), translation and its control (Bordeaux, Toulouse, Paris, Strasbourg), transcription (Strasbourg, Paris) and Macromolecular transport (Bordeaux, Lyon, Strasbourg). Note that there is been a change of PI at the Montpelliier center, with G; Labesse replacing P. Bon as a PI.
DOI: 10.17632/9t7g4hsvbm.1
title: migrant workers

description: This is the dataset used for our study on migrant workers. The names of the variables are self-explanatory.
DOI: 10.17632/64knz52kz4.1
title: MolCell_BRCT_domain

description: The BRCT Domain of PARP1 Binds Intact DNA and Mediates Intrastrand Transfer

Johannes Rudolph*1, Uma M. Muthurajan*1, Megan Palacio1, Jyothi Mahadevan1, Genevieve Roberts1, Annette H. Erbse1, Pamela N. Dyer2, Karolin Luger^1,2

1Department of Biochemistry, University of Colorado Boulder, Boulder, CO 80309, USA.
2Howard Hughes Medical Institute, University of Colorado Boulder, Boulder, CO 80309, USA.
DOI: 10.17632/6m4b8zrnpt.1
title: Comprehensive identification of SWI/SNF complex subunits underpins deep eukaryotic ancestry and reveals new plant components

description: Sequences used for analyses in the manuscript "Comprehensive identification of SWI/SNF complex subunits underpins deep eukaryotic ancestry and reveals new plant components"
DOI: 10.5281/zenodo.5046401
title: Ultraviolet photoabsorption in the B³Σ⁻—X³Σ⁻ and C³Π—X³Σ⁻ band systems of SO sulphur isotopologues

description: Data associated with "Ultraviolet photoabsorption in the B³Σ⁻—X³Σ⁻ and C³Π—X³Σ⁻ band systems of SO sulphur isotopologues" <code>experimental_spectrum_*</code>: Raw experimental spectrum. <code>experimental_vibrational_levels</code>: A list of fitted band-by-band or assumed molecular parameters for all electronic-vibrational levels contributing to the measured spectra. <code>experimental_vibrational_linewidths</code>: A list of fitted band-by-band or assumed linewidths for electronic-vibrational levels contributing to the measured spectra. <code>experimental_vibrational_spin_orbit_interactions</code>: A list of fitted band-by-band or assumed spin-orbit interactions mixing B- and C-state electronic-vibrational levels. <code>experimental_vibrational_transition_moments</code>: A list of fitted band-by-band or assumed transition moments for all electronic-vibrational transitions contributing to the measured spectra. <code>experimental_lines</code>: A list of line frequencies, intensities and widths fitted band-by-band to the measured spectra. <code>experimental_rotational_levels</code>: A list of level energies and natural linewidths fitted band-by-band to the measured spectra. <code>experimental_unassigned_lines</code>: Unassigned lines attributed to ³³S¹⁶O C(4)—X(0). <code>model_lines</code>: A list of line frequencies and intensities computed from the global electronic-state model. <code>hybrid_lines</code>: A list of line frequencies, intensities, widths, and upper-level nonradiative decay probabilities that combines data from lines fitted band-by-band to the experimental spectra and computed from a global electronic-state model. <code>potential_energy_curve_B</code>: Potential-energy curve of a diabatic B-state fitted as part of a global electronic-state model. <code>potential_energy_curve_C</code>: Potential-energy curve of a diabatic C-state fitted as part of a global electronic-state model. <code>potential_energy_curve_X</code>: Potential-energy curve of the X ground state computed by the RKR method from data in Lattanzi, Cazzoli, and Puzzarini (Astrophy. J. 2015, 813:4).
DOI: 10.34740/kaggle/dsv/4706881
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.21227/88f4-8b42
title: Sign Language Quality Assessment Dataset

description: This dataset contains 223 sign language sentence samples collected from 20 volunteers with different levels of sign language execution, and each sample contains an sEMG signal sample and an IMU signal sample file, located in the emg subdirectory and the imu subdirectory, respectively.