cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5309851.v4
title: Elementary Classical Mechanics

description: This book consists of material for a one term course in classical mechanics presented to first year mathematics majors at the University of Bristol. Unlike the undergraduate mathematics curriculum in the United States, the United Kingdom has a rich tradition of teaching classical mechanics (among other courses that might be viewed as `'theoretical physics'') at the undergraduate level. (This should not be too surprising since, after all, Isaac Newton did invent calculus, in part, to describe mechanical phenomena). I have always found this a very enjoyable course to teach, but a bit challenging. The class tends to be large, it is a requirement for all first year mathematics students, and the students have varied backgrounds. Some have had a basic course in mechanics, some have not. Almost all have a good background in calculus, but I generally need to assume minimal background in differential equations and linear algebra. Moreover, this needs to be a mathematics course, not a physics or engineering type mechanics course. So I have made the decision that there will be (essentially) no free body diagrams. <br> The result is this book. The goal is to give students some exposure to the beautiful subject of classical mechanics at a level that will `'mesh'' with their other first year mathematics courses and give them the prerequisites (and hopefully tempt them to take) more advanced courses in classical, quantum, and statistical mechanics offered in the second and third years. <br> This book was typeset with the Tufte latex package. I am grateful to Edward R. Tufte for putting his beautiful design ideas in this Latex book package. <br>
DOI: 10.17632/bdg2c7tsxm
title: Portable device for dual detection of fluorescence and absorbance for biosensing or chemical sensing applications

description: Early detection is key to prevent health problems and could be performed by biosensors and chemical sensors. However, a lot of them still need bulky benchtop equipment. This work presents a portable device for measuring fluorescence and light absorption that can be used with optical biosensors or chemical sensors. It uses a small laser diode as a light source and three filter-mounted photodiodes as detectors., all of which are inexpensive, customizable and widely available commercially. The results from our device show good correlation with that from commercial instruments. Therefore, it could be beneficial for early or on-site detection.
DOI: 10.17632/dyrkxh6s7c
title: Chinese Undergraduate Students perceive value in adopting Artificial Intelligence (AI) in education

description: This data deposit accompanies the research study investigating the perceptions of management undergraduate students in Hangzhou, China, regarding the adoption of Artificial Intelligence (AI) in their education. The dataset provides valuable insights into students' attitudes, intentions, and factors influencing the integration of AI technologies in higher education.
DOI: 10.17632/5dr78grzjz
title: Induced earthquakes before and after cessation of long-term injections in Rongchang gas field

description: The data set contains following three files used in Wang, et al. (submitted), Induced earthquakes before and after cessation of long-term injections in Rongchang gas field, Geophysical Research Letters. 1) "Wang2020_CMT_CAP.cmt" for centroid moment tensors. 2) "Wang2020_Relocated_Detected.eqt" for catalogue of earthquakes relocated using HypoDD (2008-2019.8) and detected using template-matching (2008.10-2011.6). 3) "Wang2020_CEDC_1970-2019.eqt" for catalogue of earthquakes (2008.1-2019.8)
DOI: 10.6084/m9.figshare.14039264.v2
title: Coprates CTX DEM Mosaic

description: CTX DEM mosaic of sedimentary fans in Coprates Chasma, Valles Marineris, Mars.
DOI: 10.17632/5xnhy8dxmh
title: Narrative dataset of fiscal actions in the EU New Member States

description: Dataset encompasses discretionary fiscal actions in the group of 11 EU New Member States (NMS), so far under-researched, throughout 2004-2019. It extends the narrative dataset of fiscal actions in Advanced Economies made by Alesina et al. (2019). Information on actions and their estimated fiscal effects were collected from published annually Convergence or Stability Programmes. Individual actions were classified according to the relevant category of government expenditure and revenue (in line with classification proposed by Alesina et al., 2019) and casted as exogenous or endogenous (building upon distinction introduced by Romer and Romer, 2010). Raw data were then aggregated into fiscal plans, by country and announcement year. Finally, two spreadsheets were created. Baseline spreadsheet contains only fiscal consolidation episodes, following the Alesina et al. (2019), while alternative dataset includes both consolidation and expansion fiscal plans, which extends Alesina et al. (2019) dataset methodologically. Moreover, in the alternative dataset time span of fiscal effects is extended from 5 to 8 years (the longest available) and dividends are added, a category of public revenue not included in Alesina et al. (2019), but non-negligible in the case of the NMS due to post-socialist legacy. 

Our dataset comprises two spreadsheets:
Baseline dataset: DataStructuring consistent with Alesina.xlsx (dataset of fiscal consolidations fully consistent with Alesina et al., 2019)
Alternative dataset: DataStructuring symmetric.xlsx (dataset of fiscal impulses – both fiscal consolidations and expansions)

Both baseline and alternative datasets are built upon the spreadsheet DataStructuring.xlsx from the original dataset attached to Alesina et al. (2019).

This work was supported by the National Science Centre, Poland (Narodowe Centrum Nauki) – Grant number: 2018/29/B/HS4/00737.
DOI: 10.17632/br67trdjyj
title: Replication material for Common Trade Exposure and Business Cycle Comovement

description: This repository contains all codes and data necessary to replicate the results in Avila-Montealegre and Mix (2024).
DOI: 10.17632/frck4x2br9
title: Supporting information for "Paleogeography of the Southern Tarim Terrane revealed by Neoproterozoic Mafic Dyke Swarm in Altyn"

description: This supporting information provides the data tables for Sample location, occurrence, age and analytical method (Table S1), baddeleyite/zircon U-Pb isotope (Table S2) and Lu-Hf isotope (Table S3), whole-rock major and trace elements (Table S4), whole-rock Sr-Nd-Hf isotope (Table S5), estimated primary melt compositions, mantle potential temperatures and melting conditions (Table S6) for the the Altyn mafic dykes. This file includes distribution and geometry (Figure S1), εNd(t) versus MgO and εNd(t) versus Nb/Th diagrams (Figure S2), elements versus Zr correlation diagrams (Figure S3) and Binary variation diagrams (Figure S4) for the Altyn mafic dykes.
DOI: 10.17632/yn3yg6drss
title: Determinants of Exercise Capacity Improvement after Cardiac Rehabilitation Following Myocardial Infarction Assessed with Combined Stress Echocardiography and Cardiopulmonary Exercise Testing

description: Data from consecutive patients in a single center referred for cardiac rehabilitation after acute myocardial infarction (AMI) who had performed combined stress echocardiography and cardiopulmonary exercise test (CPET-SE). CPET-SE was performed before and after cardiac rehabilitation. All included patients were over 18 years, underwent percutaneous coronary intervention (PCI) for the first AMI between October 2015 and January 2019 without residual stenosis, and had an ejection fraction of &gt;40%. All patients were enrolled more than 4 weeks after AMI. Our aim was to assess cardiac and peripheral mechanisms of peak oxygen uptake (peakVO2) improvement after cardiac rehabilitation using CPET-SE. For full information on the methodology please refer to the linked publication.
DOI: 10.17632/j6x5mwzm2d
title: Tight-Binding Studio: A technical software package to find the parameters of tight-binding Hamiltonian

description: We present the Tight-Binding Studio (TB Studio) software package that calculates the different parameters of a tight-binding Hamiltonian from a set of Bloch energy bands obtained from first principle theories such as density functional theory, Hartree–Fock calculations or semi-empirical band-structure theory. This will be helpful for scientists who are interested in studying electronic and optical properties of structures using Green’s function theory within the tight-binding approximation. TB Studio is a cross-platform application written in C++ with a graphical user interface design that is user-friendly and easy to work with. This software is powered by Linear Algebra Package C interface library for solving the eigenvalue problems and the standard high performance OpenGL graphic library for real time plotting. TB Studio and its examples together with the tutorials are available for download from tight-binding.com.
DOI: 10.17632/t26rn8hth8
title: Serum metabolomics dataset from paper titled "Relapsing remitting and secondary progressive multiple sclerosis are characterised by distinct metabolomic and transcriptomic signatures that could aid patient management strategies"

description: Peripheral blood was collected from patients with relapsing-remitting MS (RRMS, n=52) and secondary progressive MS (SPMS, n=29), diagnosed according to the revised McDonald criteria (Polman et al., 2011). Patients with RRMS were disease modifying treatment naive. As controls peripheral blood from healthy donors (HCs, n=80) and patients with neuromyelitis optica (disease controls - DCs, n=30, an autoantibody-mediated disease that shares some symptoms and may be misdiagnosed as MS) was also collected. Ethical approvals for this work were obtained from the University College London Hospitals National Health Service Trust research ethics committee (Reference numbers 18/SC/0323 – RELOAD-MS study; 15-LO-2065, 16/YH/0306, and 15/SW/0109- ABIRISK study) and the Medical Ethics Committee of the General University Hospital in Prague (125/12 and Evropský grant 1.LF UK-CAGEKID). All participants provided informed written consent in accordance with the Declaration of Helsinki.

Measures of 250 serum biomarkers were acquired with a well-established nuclear magnetic resonance (NMR)-spectroscopy platform (Nightingale Health). These included both absolute concentrations, percentages, and ratios of lipoprotein composition. Serum lipids measured included apolipoproteins (Apo) and (very) low density ((V)LDL), intermediate density (IDL) and high density (HDL) lipoprotein particles of different sizes ranging from chylomicrons and extremely large (XXL), very large (XL), large (L), medium (M), small (S), and very small (XS).

Contact authors for basic demographic information on participants.
DOI: 10.17632/z2bmdwwdf9
title: Supplementary Material for: Guidelines of care for the management of acne vulgaris

description: A multidisciplinary workgroup conducted a systematic review and applied the GRADE approach to develop evidence-based recommendations related to the management of acne vulgaris in adults, adolescents, and preadolescents aged 9 years or older.
DOI: 10.17632/kjk9thmh2r
title: Dataset of the consequences of the 2020 crisis for the global economic system’s balance and the specifics of developing countries’ recession

description: To create a dataset, basic and alternative data were collected on the impact of the 2020 crisis on the economy for 38 developed and 20 developing countries. The baseline data is taken from the latest report from the International Monetary Fund and includes statistics on GDP, investment, average consumer price inflation, exports and imports of goods and services, unemployment rates, net government lending / borrowing, structural balance of government budget, and gross government debt for 2000-2019 and forecast for 2020-2025. Alternative data represent the results of a sociological survey conducted by the OECD in 2020 and revealed the share of small and medium-sized businesses significantly affected by the COVID-19 crisis in the first half of 2020 and expecting a significant deterioration in their situation in the second half of 2020. into a general Microsoft Excel document and are logically organized into tabs. The uniqueness and value of the dataset lies in the fact that it combines the basic data of official statistics and alternative data from opinion polls and expert assessments. Due to this, the dataset demonstrates both the impact of the crisis on the economy reflected in the statistics and the actually perceived (felt) impact of the crisis on the economy. This allows the dataset to be used as an empirical basis for crisis management in the context of the COVID-19 pandemic and crisis and in the post-pandemic period (at least until 2022). Using the developed author's methodology, the integral index of economic recession in the context of the COVID-19 crisis in 2020 was calculated.The index was obtained using deep data processing and made it possible to accurately determine the scale of the crisis in 2020.Dataset is a ready-made and convenient database for studying the experience of the economic crisis 2020 in developed and developing countries, identifying their features and similarities. A dataset is especially useful for conducting research with a focus on developing countries, since the data for countries in this category are sufficiently detailed and collected in one place, which opens up ample opportunities for various scientific research based on the dataset.
DOI: 10.17632/28xhc4kyfp
title: CG-1050 v2: Original and tampered images

description: This dataset complements the dataset known as CG-1050 (v1) in which 1050 tampered images and their corresponding original counterpart were provided. Now, the objective is to provide the specific block (cropped image) in which the manipulation was performed. It is organized in two directories: training and validation. In each directory there are two sub-directories, one for the original cropped images, and the other for the tampered cropped images. The manipulated region is around the 25% to 75% of the cropped image. This dataset can be used for training and validation machine learning based models for classification of tampered images.
DOI: 10.17632/4dyn8f8srx
title: Stratigraphic Analysis of Core CSH05 in the Bohai Strait: Evidence for Quaternary Strata Division and Sedimentary Environmental Evolution Processes

description: The database includes 4 parts: the results of Grain size analysis, Optically stimulated luminescence test,  microfossil analysis(by Inspection & Test Center of Marine Geology, Ministry of Land and Resource(Qingdao)) and Paleomagnetic measurements(by the State Key Laboratory of Marine Geology at Tongji University).
DOI: 10.17632/bv253dc4rb
title: Manuscrito scAAV2 genome

description: Data used for Figures on the Manuscript Real-time Genome Imaging of Host Interactions in Adeno-Associated Virus Genome Release
DOI: 10.17632/5sbndnjm3c
title: Data for: Flow analysis of a switching valve with innovative poppet head geometry by means of CFD method

description: Laboratory experiment results with two versions of poppet head geometry and two cases of the load: low and high.
DOI: 10.17632/d9dz4yvgf3
title: Diagnosis of peripheral vertigo

description: These datasets were used to develop and verify a XGBoost model as a classification tool for diagnosing different types of peripheral vertigo.
DOI: 10.17632/8vknc5kzmf
title: Radiomics based likelihood functions for cancer diagnosis

description: Feature selection of lung nodule in CT data using several algorithms. Features are reduced and reliability is checked. Based on selected features , likelihood of lung cancer is formulated. Two functions are devised .
DOI: 10.17632/dy34n5r68z
title: Data for: Atmospheric ozone chemistry and control strategies in Hangzhou, China: Application of a 0-D box model

description: 1.the real-time measured trace gases data 2.the real-time measured volatile organic compounds data
DOI: 10.17632/yyyvmxh8vg
title: Tsunami Flow Depths, Building Damages, and tsunami bouldersMeasured from the December 22, 2018 Sunda Strait Tsunami around Western Java and Southern Lampung of Indonesia

description: A series of measurements were performed following the December 22, 2018 tsunami generated in Sunda Strait of Indonesia. Tsunami flow depth data is shown here. The data comprises all tsunami affected area in Banten Province and Lampung Province of Indonesia. There are 117 tsunami flow depth data displayed in this database. The field survey was conducted from December 24, 2018 until January 3, 2019. The data covered 112 km of Banten coastline and 14 km of Lampung coastline that were hit by the tsunami. Tsunami and Disaster Mitigation Research Center (TDMRC) of Universitas Syiah Kuala is considered the first team that accessed the area after the tsunami. Therefore, data presented in this article were considered the first collected data measured from the tsunami affected area. The area of the investigations were divided into five areas as can be seen in Fig. 1. These data set include data of tsunami flow depths, damaged houses, and tsunami boulders. Detailed description of the survey, methods, analysis, and important findings of this survey can be found at a journal article title "The 22 December 2018 Mount Anak Krakatau Volcanogenic Tsunami on Sunda Strait Coasts, Indonesia: tsunami and damage characteristics" at Natural Hazards and Earth System Sciences. The survey was supported by Partnership Enhanced Engagement in Research (PEER) of USAID Grant No. 5-395.
DOI: 10.6084/m9.figshare.10317563.v2
title: Data for Harding et al., rebuttal of Serrouya et al. 2019

description: Data scraped from Serrouya et a. 2019 (Table S1)
DOI: 10.6084/m9.figshare.28822880.v3
title: The annotation files of Salix brachista genome

description: We have assembled a high-quality genome of Salix brachista, which includes two haplotypes (haplotype A and haplotype B). Here, we store the annotation files for the genome, specifically A_gene.gff3 and B_gene.gff3.
DOI: 10.17632/4d94gw97c2
title: Data for Political Hierarchy and Regional Economic Developmen20191010

description: The folder contains the Stata data files to replicate Tables and Figures.
DOI: 10.17632/d48d22wdy5
title: Review of experimental data on wastewater remediation of Biochemical oxygen demand (BOD) and Chemical oxygen demand (COD) by application of the hydroponic Vetiver system (HVS)

description: The author has reviewed seven studies that evaluate the wastewater remediation potential of Biochemical oxygen demand (BOD) and Chemical oxygen demand (COD) by application of the Vetiver Grass (VG) under hydroponic conditions. The removal efficiency datasets of BOD and COD by this hydroponic Vetiver system (HVS) are separately tabulated in Table-1 and Table-2, respectively.
DOI: 10.17632/j82xgmfdr5
title: Asymmetric Backward Peaking Radiation Pattern 

description: Novel bremsstrahlung asymmetry in emitted radiation pattern caused by the curved particle trajectory.
DOI: 10.17632/mbmf4rvygw
title: Data on LinkedIn Usage among students in Indonesia

description: Utilization of LinkedIn as a social networking site among students in Indonesia for education.
DOI: 10.17632/d297rvr3r6
title: Dataset of Medicinal Plant Leaves Hibiscus, Aloe Vera, Moringa, Tulsi, and Neem

description: This dataset contains high-quality raw and augmented image data of medicinal plant leaves, including Hibiscus (Hibiscus rosa-sinensis), Aloe Vera (Aloe barbadensis miller), Moringa (Moringa oleifera), Tulsi (Ocimum sanctum), and Neem (Azadirachta indica). The raw images were captured under controlled environmental conditions to preserve the distinct morphological characteristics of each leaf, such as shape, venation, and surface texture. 
This dataset is intended for use in various fields, including botany, pharmacological research, biodiversity studies, and artificial intelligence applications. It is particularly relevant for the development of automated systems for medicinal plant identification and for understanding the morphological features of plants used in traditional medicine. 

Data:
1. Hibiscus (Hibiscus rosa-sinensis) =535 (2107)
2. Aloe Vera (Aloe barbadensis miller= 235(1175)
3. Moringa (Moringa oleifera)= 400(1745)
4. Tulsi (Ocimum sanctum)= 399( 1995)
5. Neem (Azadirachta indica)= 1605(4210)

Total raw Data:3173
Total Augmented data: 11232

File Format: JPG 
Image Resolution: High-resolution 

Applications:
1. Medicinal plant identification 
2. Biodiversity research 
3. Pharmacological studies 
4. Machine learning and AI-based classification systems
DOI: 10.17632/gk82zyv6ny
title: The clinical outcomes, safety profiles, and treatment patterns of electron beam therapy for basal cell carcinoma (Supplementary materials)

description: Supplementary materials for manuscript.
DOI: 10.17632/5kty5vyw7f
title: Data for: Short-run and long-run effects of ESG policies on value creation and the cost of equity of firms

description: We compile all accounting and market data from the Datastream database. Specifically, we use the ‘Worldscope Balance Sheet’ and ‘Worldscope Profit & Loss Statement’ templates to compile the financial statements of all listed firms in the four largest economies in the euro zone by GDP (i.e. Germany, France, Italy and Spain) for which Refinitiv® ESG Scores are available. The data series comprise 487 firms and a time interval of annual data that goes from 2016 to 2020.
Variations in ESG scores are determined using Refinitiv® ESG Scores, specifically, the Environmental Score, the Social Score and the Governance Score.
DOI: 10.17632/n3t4ch8584
title: Big data-driven target identification by machine learning: DRD2 as a therapeutic target for psoriasis

description: These raw data, programs, codes, and calculated data support the findings of our research paper entitled 'Big Data-Driven Target Identification by Machine Learning: DRD2 as a Therapeutic Target for Psoriasis.
DOI: 10.6084/m9.figshare.28692044.v1
title: <b>Printed photonic crystal biochips for rapid and sensitive detection of biomarkers in various body fluids</b>

description: There is an urgent requirement to improve accessibility to diagnostic tools in remote areas. This requires assays that are easy to use, cost effective, and produce rapid results. It is important in the field of modern medicine and public health, such as early disease diagnosis, real-time monitoring, epidemic control, medical cost control and other aspects. In this protocol, an all-printed photonic crystal (PC) biochip is developed for point-of-care testing of biomarkers. We detail the fabrication of photonic crystal biochips self-assembled from latex nanospheres based on fluorescence signal analysis to achieve large-scale printing, biofunctionalization and biomarker detection. The PC biochip allows for the simultaneous detection of multiple biomarkers. We demonstrate this by detailing an example procedure to prepare a chip that can be used to detect three inflammatory biomarkers in 10 minutes at low sample volumes at a cost of less than 3 CNY (~0.41 USD) per PC co-detection biochip. The PC biochip can be applied to the detection of a majority of biomarkers and used for diagnosis in clinical samples as a universal detection platform. The PC microarrays allow for mass-printed preparation, which can be printed at up to 2700 pieces per hour by one printer, and can be stored for a long time (&gt;6 months) after heating. The biofunctionalization process including capture antibody coupling and blocking takes 3-4 hours and the detection process takes 20 minutes.
DOI: 10.17632/5zp738z82z
title: Data of  metagenomic signatures of arecanut rhizosphere soils in Yellow Leaf Disease (YLD) endemic region 

description: Supplementary files describing data pertaining  metagenomic signatures of arecanut rhizosphere soils in YLD endemic region