cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15128/r1kk91fk595
title: Absorption spectroscopy and Stokes polarimetry in a 87Rb vapour in the Voigt geometry with a 1.5 T external magnetic field [Dataset]

description: We present a detailed spectroscopic investigation of a thermal 87Rb atomic vapour in a magnetic field of 1.5 T in the Voigt geometry. We fit experimental spectra for all Stokes parameters with our theoretical model ElecSus and find very good quantitative agreement, with RMS errors of ∼1.5 % in all cases. We extract the magnetic field strength and the angle between the polarisation of the light and the magnetic field from the atomic signal, and we measure the birefringence effects of the cell windows on the optical rotation signals. This allows us to carry out precise measurements at a high field strength and arbitrary geometries, allowing further development of possible areas of application for atomic magnetometers.
DOI: 10.21227/rzx1-te05
title: A Large-Scale Dataset for Active Fire Detection/Segmentation (Landsat-8)

description: This dataset was created from all Landsat-8 images from South America in the year 2018. More than 31 thousand images were processed (15 TB of data), and approximately on half of them active fire pixels were found. The Landsat-8 sensor has 30 meters of spatial resolution (1 panchromatic band of 15m), 16 bits of radiometric resolution and 16 days of temporal resolution (revisit). The images in our dataset are in TIFF format with 10 bands (excluding the 15m panchromatic band). We cropped the original Landsat-8 scenes into image patches with 128 x 128 pixels by using a stride overlap of 64 pixels (vertical and horizontal). The masks are in binary format where True (1) represents fire and False (0) represents background and they were generated from the conditions set by Schroeder et al. (2016).
DOI: 10.21227/s6zt-f721
title: A Large-Scale Dataset for Active Fire Detection/Segmentation (Landsat-8)

description: This dataset was created from all Landsat-8 images from South America in the year 2018. More than 31 thousand images were processed (15 TB of data), and approximately on half of them active fire pixels were found. The Landsat-8 sensor has 30 meters of spatial resolution (1 panchromatic band of 15m), 16 bits of radiometric resolution and 16 days of temporal resolution (revisit). The images in our dataset are in TIFF format with 10 bands (excluding the 15m panchromatic band). We cropped the original Landsat-8 scenes into image patches with 128 x 128 pixels by using a stride overlap of 64 pixels (vertical and horizontal). The masks are in binary format where True (1) represents fire and False (0) represents background and they were generated from the conditions set by Schroeder et al. (2016).
DOI: 10.21227/50s6-0y28
title: A Large-Scale Dataset for Active Fire Detection/Segmentation (Landsat-8)

description: This dataset was created from all Landsat-8 images from South America in the year 2018. More than 31 thousand images were processed (15 TB of data), and approximately on half of them active fire pixels were found. The Landsat-8 sensor has 30 meters of spatial resolution (1 panchromatic band of 15m), 16 bits of radiometric resolution and 16 days of temporal resolution (revisit). The images in our dataset are in TIFF format with 10 bands (excluding the 15m panchromatic band). We cropped the original Landsat-8 scenes into image patches with 128 x 128 pixels by using a stride overlap of 64 pixels (vertical and horizontal). The masks are in binary format where True (1) represents fire and False (0) represents background and they were generated from the conditions set by Schroeder et al. (2016).
DOI: 10.5281/zenodo.3908393
title: "Assimilation of Satellite Soil Moisture Products for River Flow Prediction: An Extensive Experiment over 700 Catchments throughout Europe" - Supporting data

description: This dataset contains the data and results supporting the findings in the research article "Assimilation of Satellite Soil Moisture Products for River Flow Prediction: An Extensive Experiment over 700 Catchments throughout Europe". For further details please contact: d.desantis@dimes.unical.it
DOI: 10.5281/zenodo.3901446
title: STR Analysis results BTSC 349, BTSC268 and mix of both

description: Raw Sequencing data beloging to our (pending) F1000Research publication "Measures to increase value of preclinical research - an inexpensive and easy-to-implement approach to a QMS for an academic research lab" Raw .fsa files from Applied Biosystems ABI Prism 3130. 15-1-Wiss2020-01-16.fsa = BTSC 349 15-3-Wiss2020-01-16.fsa = BTSC268, 15-4-Wiss2020-01-16.fsa = Mixed cell line Data published in "Measures to increase value of preclinical research - an inexpensive and easy-to-implement approach to a QMS for an academic research lab" in F1000Research: DOI: 10.12688/f1000research.24494.1
DOI: 10.5281/zenodo.3901445
title: STR Analysis results BTSC 349, BTSC268 and mix of both

description: Raw Sequencing data beloging to our (pending) F1000Research publication "Measures to increase value of preclinical research - an inexpensive and easy-to-implement approach to a QMS for an academic research lab" Raw .fsa files from Applied Biosystems ABI Prism 3130. 15-1-Wiss2020-01-16.fsa = BTSC 349 15-3-Wiss2020-01-16.fsa = BTSC268, 15-4-Wiss2020-01-16.fsa = Mixed cell line Data published in "Measures to increase value of preclinical research - an inexpensive and easy-to-implement approach to a QMS for an academic research lab" in F1000Research: DOI: 10.12688/f1000research.24494.1
DOI: 10.21227/e4qr-s011
title: Path planning experiment on Bebop2 Drone

description: The Bebop2 drone is controlled by the follow-the-carrot category to follow the planned path in a windy outdoor environment.Constrained by the hardware, the drone can only be controlled via WIFI and works at a slow control rate.Its localization is realized based on the IMU and ultrasonic altimeter because the accuracy of GPS is unsatisfactory.However, the experiment result is still sufficient to support the validity of our path planning algorithm which is mainly concerned in our present researches.We'd like to have a deeper study on the perception, decision-making and control of autonomous robots in our next work.
DOI: 10.21227/bt45-4464
title: Path planning experiment on Bebop2 Drone

description: The Bebop2 drone is controlled by the follow-the-carrot category to follow the planned path in a windy outdoor environment.Constrained by the hardware, the drone can only be controlled via WIFI and works at a slow control rate.Its localization is realized based on the IMU and ultrasonic altimeter because the accuracy of GPS is unsatisfactory.However, the experiment result is still sufficient to support the validity of our path planning algorithm which is mainly concerned in our present researches.We'd like to have a deeper study on the perception, decision-making and control of autonomous robots in our next work.
DOI: 10.17632/92xb8tnr9x.1
title: Datasets for spatial analysis of potential inland renewable portfolio for Bohol, Philippines

description: These datasets support the findings of the study titled " Spatial analysis of potential inland renewable portfolio for Bohol, Philippines: Is 35% attainable?" This study aims to estimate the upper-bound technical potential of renewable energy technologies in Bohol province (solar PV, wind, bioenergy, and run-off-river hydropower). The result was then used to obtain a RE portfolio for the province in 80 scenarios to answer whether Bohol is capable of attaining the aspirational target of the Philippines RPS. There are two files in this repository. The data with the filename "Supply Curve" contains all 20 supply curves we generated for all capacity addition and power density assumptions we made. The data with the filename "Philippine Energy Mix" holds the results, as well as the assumptions and calculations made to project the Philippines' future energy generation by plant type.
DOI: 10.17632/83r5x758gh.1
title: Supplemental Tables 1 and 2

description: These tables summarize the reported literature on the use of systemic Rituximab in patients with primary cutaneous folicular center cell lymphomas (PCFCL) and primary cutaneous marginal zone lymphomas (PCMZL). The tables include information regarding type of lymphoma, doses, response and outcome. These data are usuful to be compared with that of our present investigation
DOI: 10.17632/gsfp9c3zyy.1
title: Plastic LCA

description: Data on the plastic (including bioplastic) LCA results.
DOI: 10.17632/dj9pnpdv8d.1
title: Porewater nutrient data, seabird fertilisation study

description: Porewater nutrient data from sediment sampled near the Stora Karlsö seabird colony, April 2017.
DOI: 10.17632/vzt7cj9th5.2
title: Seabird fertilisation stable isotope data

description: C and N stable isotope data from a study on seabird fertilisation in the Baltic Sea.
DOI: 10.17632/vzt7cj9th5.1
title: Seabird fertilisation stable isotope data

description: C and N stable isotope data from a study on seabird fertilisation in the Baltic Sea.
DOI: 10.17632/8k24gm3g3n.1
title: Public corruption Dataset: Supplementary material

description: This dataset consists of two databases, used as supplementary material in the manuscript " Assessing the effectiveness of the fight against public-sector corruption in Mauritius: Perception v Reality", which will be published in the International Journal of Law, Crime, and Justice. The first database (Appendix A) consists of a sampling frame drawn from the official list of voters, compiled by the Electoral Commission of Mauritius. A random stratified sampling method was used and the sample consisted of 600 voters from the 20 constituencies of Mauritius and was representative of the voting population. Thereafter a questionnaire was administered to these selected persons to gauge their opinion on the perceived seriousness of the phenomenon of public-sector corruption in Mauritius and the perceived effectiveness of the Independent Commission against Corruption(ICAC) in fighting public corruption. The second database( Appendix B) is an analytical framework which consists of an analysis of judgments in respect of persons who were found guilty for offences of corruption under the Prevention of Corruption Act 2002. The judgments were examined and analysed using a Content Analysis framework to determine the prosecutorial efficacy of the ICAC, Only corruption cases prosecuted under the Prevention of Corruption Act 2002 (PoCA) were considered in the research. The findings reveal that citizens have a negative opinion on ICAC’s effectiveness and this perception is validated by the content analysis exercise which confirmed the poor performance of the ICAC in prosecuting public officials charged with corruption offences.
DOI: 10.17632/s44x88gpb5.1
title: pw dataset

description: This dataset contains 19380 API services which is crawled from https://www.programmableweb.com/ at June 2019.
DOI: 10.17632/y46zb27tcg.2
title: Rew data for papper titled "Transgenerational accumulation of methylome changes discovered in commercially reared honey bee (Apis mellifera) queens".

description: In total, 12 queen bee groups were sampled for meythylation analysis in this experiment.
DOI: 10.17632/xj35pz5bxc.1
title: reasons of using complementary and alternative medicines in Karachi, Pakistan

description: Hypothesis: Hypothesis is null. Data collection: 200 individuals were approached (family, friends aquaintences and others), among them 193 were CAM (complementary and alternative medicines) users. So, here is the data file used to figure out results. Data collecting tool was structured questioner which first part is consist of demographic details and second part focuses reasons or causes of using CAM. SPSS (statistical package of social science software) was used to evaluate results. [Note: we did not checked the prevelance of CAM users but focused on causes] Participants we included in our research were from age group 26 to 70 years old and age group of 26 to 40 years old were found using more CAM than any other age group. Most of them were belong to lower- middle class. Using CAM is more associated with female gender (56%). Most frequent reason of using CAM was side effects of traditional medicine (44%) and we found another important reasons of using CAM were that people were disappointed that traditional medicine is not working (36%), and they considered it the only way to cure disease (40.9%) and 26.9% participants were wanting to try everything that may help them to fight with their diseases. 23.3% of them have chosen CAM due to low cost. Most reported side effects were G.I disorders and second was hypersensitivity. According to our observation 40.9%participants think that CAM will directly cure their diseases. We found that 51.8% participants came to know about CAM from their family and 30.6 % from friends. how to interpret this data: Well we wanted to figure out the stats. of different types of CAM, reasons and factors which alters an individual to priority from allopathic towards CAM. [Note: we did not use this data to find out relationship b/w two or more variables and thats why no specific types of tests were used to interpret the data.]
DOI: 10.17632/sj47c6mg6y.2
title: Artificial neural network-based global model for radiative transfer in gas mixtures containing CO2, H2O and non-absorbing gases: Datasets and Supplementary Materials

description: Weighs and bias data for the artificial neural network models, and fluent deployable codes for implementing these models
DOI: 10.17632/94ffhf2224.1
title: Dataset of Theoretical MEP, HOMO-LUMO Band gap and Experimental Cole-cole plot of 4-(ortho-, meta- and para-fluorophenyl)thiosemicarbazide isomers

description: All raw data are experimental Molecular Electrostatic Potential (MEP) and Highest Occupied Molecular Orbital – Lowest Unoccupied Molecular Orbital (HOMO – LUMO) from Gaussian 09 software are also included. In addition, the experimental Cole-cole plot was measured by Electrical Impedance Spectroscopy (EIS) using HIOKI 3532-50 LCR Hi-Tester interfaced to a computer. All data are important in conductivity interpretation.
DOI: 10.17632/jm3fjvjyf2.3
title: Data of Baicalin

description: Results 1. Effects of Baicalin on cell viability and LDH production Note: RAW264.7 cells viability——RAW细菌感染细胞活性 H9 cells viability——H9细菌感染细胞活性 1——control group；2——S. typhimurium group；3,4,5——S. typhimurium + Baicalin (25, 50, 100 μmol/L) group; 6——100 μmol/L Baicalin group Note： LDH of RAW264 cells——LDHRAW264 LDH of H9 cells cells——LDHH9 1——control group；2——S. typhimurium group；3,4,5——S. typhimurium + Baicalin (25, 50, 100 μmol/L) group; 6——100 μmol/L Baicalin group 2. Effects of Baicalin on bactericidal effect Note： Bactericidal effect——rateofkilling 1——S. typhimurium group；2,3,4——S. typhimurium + Baicalin (25, 50, 100 μmol/L) group. 3. Effects of Baicalin on inflammatory cytokines and oxidative stress induced by S. typhimurium Note： The levels of TNF-α——TNFz；The levels of IL-1β——IL1z；The levels of IL-6——IL6z；The levels of IL-8——IL8z 1——control group；2——S. typhimurium group；3,4,5——S. typhimurium + Baicalin (25, 50, 100 μmol/L) group; 6——100 μmol/L Baicalin group ROS production——ROS 1——control group；2——S. typhimurium group；3,4,5——S. typhimurium + Baicalin (25, 50, 100 μmol/L) group; 6——100 μmol/L Baicalin group 4. Baicalin mediated the autophagy and activation of TLR4 pathway induced by S. typhimurium Note： LC3 immuno-positive cells——荧光百分率 1——control group；2——S. typhimurium group；3——S. typhimurium + Baicalin (100 μmol/L) group; 4——100 μmol/L Baicalin group the expression of LC3-II/I——LC3；the expression of Beclin 1——Beclin 1 1——control group；2——S. typhimurium group；3——S. typhimurium + Baicalin (100 μmol/L) group; 4——100 μmol/L Baicalin group the expression of TLR4, p-p38/p38, p-JNK/JNK, p-ERK/ERK——TLR4, p38, JNK, ERK 1——control group；2——S. typhimurium group；3——S. typhimurium + Baicalin (100 μmol/L) group; 4——100 μmol/L Baicalin group 5. Effects of Baicalin on S. typhimurium-induced autophagy and activation of TLR4 pathway in TLR4 overexpression Note： the expression of TLR4——pcDNATLR4 1——pcDNA3.1(+) group；2——pcDNA3.1-TLR4 group； the expression of LC3, Beclin1, TLR4, p-p38/p38, p-JNK/JNK, p-ERK/ERK——LC32, Beclin12, TLR42, p382, JNK2, ERK2 1——pcDNA3.1(+)-S. typhimurium group；2——pcDNA3.1(+)-S. typhimurium + Baicalin group; 3—— pcDNA3.1-TLR4 -S. typhimurium group；4——pcDNA3.1-TLR4 -S. typhimurium + Baicalin group
DOI: 10.17632/gb892bxd5j.1
title: Numerical codes for the time-dependent radiative transfer equation by FDM-DOM

description: The numerical codes provide the calculation of the time-dependent radiative transfer equation using the Galerkin quadrature method with the 6th order level-symmetric even quadrature set based on the finite difference and discrete ordinates methods for highly forward scattering media under the non-reentry boundary condition.
DOI: 10.17632/73kpfrbcck.1
title: Fruits and Vegetables

description: We have collected all the image of fruits and vegetables from the local market at Talegaon, Maharashtra. All the images were captured from the Nikon digital DSLR camera. We have taken over five months to generate the datasets of fruits and vegetables. The images have collected on different days and condition. We, likewise done some operation, for example, cropping and resizing of the collected images. The dataset of fruits and vegetables consists twenty different categories Apple, Bitter melon, Brinjal, chilli, Cabbage, Fig, Khira, Kundru, Kiwi, Onion, Orange, Pepper Green, Pepper Red, Pomegranate, Tomato Green, Tomato Red, Sapodilla, Sponge Gourd, Strawberry, Watermelon.
DOI: 10.17632/2t5fb3tmcd.1
title: Tectonic setting and provenance of Cretaceous strata in the Main Central Thrust zone, Eastern Nepal: implications for the archipelago paleogeography of Neo-Tethys

description: Geochemical data
DOI: 10.17632/sj47c6mg6y.1
title: Artificial neural network-based global model for radiative transfer in gas mixtures containing CO2, H2O and non-absorbing gases: Datasets and Supplementary Materials

description: Weighs and bias data for the artificial neural network models, and fluent deployable codes for implementing these models
DOI: 10.17632/g3s7x5j49t.1
title: PPR IL1B manuscript data set

description: Raw data for manuscript by Harden et al. - PPR biopsies cultured ex vivo
DOI: 10.17632/sdd6xcfxyp.1
title: Data for 'Occurrences of pure sediment-derived granites in subduction zones'

description: This dataset comprises of a siute of whole-rock major, trace, Sr-Nd-B isotope, and zircon Hf-O isotope data on the strongly peraluminous granites in Ailaoshan fold belt (SW, Yunnan).
DOI: 10.17632/kwmk9k3bhc.1
title: Dataset of the Perceived Disaster Risk Reduction and Management Program, Projects, and Activities Degree of Attainment, Awareness, and Socio-demographic Variables of Women

description: This data article describes the three dataset used in the path finding analysis. The first dataset is the socio-demographics data of the 1,341 women. The second dataset is for the women’s perceived degree of attainment of the Disaster Risk Reduction and Management (DRMM) programs, project, and activities. And lastly, is the awareness level of women in terms of disaster warning signages, personal and safety measure, evacuation management, first aid measure, and communication network. Data were collected from the multi-stage sampling in the identification of respondents to be given with the survey questionnaire. First, is the stratified sampling for dividing the strata into female and male population. Then, cluster sampling for clustering the female strata situated in the most vulnerable barangay in the Province of Biliran. Afterwards, simple random sampling to identify women’s respondents. Data have been collected from April to May 2019.
DOI: 10.17632/sdd6xcfxyp.2
title: Data for 'Occurrences of pure sediment-derived granites in subduction zones'

description: This dataset comprises of a siute of whole-rock major, trace, Sr-Nd-B isotope, and zircon Hf-O isotope data on the strongly peraluminous granites in Ailaoshan fold belt (SW, Yunnan).
DOI: 10.17632/ypyj4d5b5g.2
title: Data for: Biologically controlled Zinc isotope fractionation in coral skeletons

description: The dataset includes all data for "Biologically controlled Zinc isotope fractionation in coral skeletons" by Xiao et al..
DOI: 10.17632/ypyj4d5b5g.3
title: Data for: Biologically controlled Zinc isotope fractionation in coral skeletons

description: The dataset includes all data for "Biologically controlled Zinc isotope fractionation in coral skeletons" by Xiao et al..
DOI: 10.17632/8kx755v543.1
title: Mg-Sc diffusion mobility data

description: The atomic mobility database for hcp and bcc solid solution phases in Mg-Sc binary alloys was developed via fitting the experimental determined interdiffusion coefficients and impurity diffusion coefficients. The mobility paramters were optimized using Parrot modulus in ThermoCalc/Dictra software. The diffusion coefficients were extracted by using Sauer–Freise method.
DOI: 10.17632/45f952y38r.1
title: KU-HAR: An Open Dataset for Human Activity Recognition

description: Human Activity Recognition dataset. Details will be added very soon.
DOI: 10.17632/v3s3tw83mw.1
title: Sectoral Collective Wage Agreements Data for Greece, 2005-2019

description: This data article describes a dataset of the main sectoral collective wage agreements signed in Greece between 2005 and 2019. The authors have read through the text of the collective agreements and codified the information provided therein. Information on 70 or so variables for each agreement are presented together with quantitative aggregate information on the sector and the occupations to which the agreement pertains. More specifically, some 20 or so variables refer to general features of the agreement (e.g. duration, extension or otherwise, parties to the bargain, use of mediation/arbitration services for the conclusion of the agreement etc) while most of the remaining variables refer to the remuneration of two main occupational groups within each sector (basic wage, allowances). Finally, information on average wages and the employment in the sector from the Hellenic Statistical Authority and the Ergani administrative database are also included. The codification of these agreements can prove useful for economists, industrial relations experts and political scientists.
DOI: 10.17632/x9ccmnnxyp.1
title: Financial Burden in US Melanoma Patients from 1997-2015: Racial Disparities, Trends, and Predictors of High Expenditures

description: Supplemental figures for JAAD
DOI: 10.17632/2w7ftt9jzk.1
title: PreConcordiasi tropical stratosphere superpressure balloon data

description: Wind, temperature, three-dimensional position, and balloon parameters for stratospheric Flights 1 and 2 during the 2010 PreConcordiasi field campaign. Dataset and documentation created by Dr. Albert Hertzog, LMD l'Ecole Polytechnique, Paris.
DOI: 10.17632/j6c6trjvf3.3
title: Optical and chemical analysis of absorption enhancement by mixed carbonaceous aerosols in the 2019 Woodbury, AZ fire plume
DOI: 10.17632/sx3723cmm3.1
title: Supplementary Material

description: Data consistency and inter-evaluator estimate differences, table and figures
DOI: 10.17632/f7ns2xjts8.1
title: Research data for "The tectonic architecture of wrinkle ridges on Mars"

description: Research data accompanying the paper "The tectonic architecture of wrinkle ridges on Mars" by Jeffrey C. Andrews-Hanna (Icarus, 2020). This file contains the topographic profiles of the ridges and the full output of the Monte Carlo models.
DOI: 10.17632/m3s26wghdz.1
title: RCOVID-19

description: Utilizing chaos game representation (CGR) as well as recurrence quantification analysis (RQA) as a powerful nonlinear analysis technique, we proposed an effective process to extract several valuable features from genomic sequences of SARS-COV-2. The represented features enable us to compare genomic sequences with different lengths. The provided dataset involves totally 18 RQA-based features for 4496 instances of SARS-COV-2.