cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7107232
title: ATB CALIOP profiles

description: Total attenuated backscatter CALIOP vertical profiles, for the period March-May 2008, at night time, after data processing.
DOI: 10.5281/zenodo.7107231
title: ATB CALIOP profiles

description: Total attenuated backscatter CALIOP vertical profiles, for the period March-May 2008, at night time, after data processing.
DOI: 10.34820/fk2/svtcxj/3sj97p
title: 55915149 Investigating The Meaning of CFD for People in Indonesia.pdf

description: :unav
DOI: 10.34820/fk2/svtcxj
title: Investigating the True Meaning of Car Free Day for Indonesian People

description: Car Free Day (CFD) programs are widely adopted in Indonesia with the concept of a free day of driving with the aim of reducing motor vehicle pollution. CFD is increasingly in demand by the public because it raises various activities. The purpose of this research is to explore the factors that drive society to come to Car Free Day in Indonesia. This research is a type of qualitative research and explorative. Data were collected for 3 months by observing, interviewing, and distributing questionnaires to 400 respondents. The data was then analyzed using exploratory factor analysis (EFA) with the help of SPSS analysis tools. From 10 factors produced by interviews with a number of key persons, the results showed that the factors were reduced to five namely culinary factor, refreshing factor, expression factor, family tourism factor, and business factor. Judging from the Eigen-value, the culinary factor is the most dominant factor in encouraging Indonesian people to come to Car Free Day. The results of this study indicate that car free day in Indonesia, provides more benefits in the form of community happiness, but it does not significantly impact to the improvement of the environment as its original purpose.
DOI: 10.25502/cdgr-3p50/d
title: Household Survey data in major soybean growing districts in Malawi – 2016/17

description: It is widely recognized that female farmers have considerably less access to productive assets and support services than male farmers. There is limited evidence of gender gaps in technology adoption and agricultural productivity after accounting for the differential access to factors of production between males and females. This study investigates the gender differences in the adoption of improved technologies and agricultural productivity in Malawi using nationally representative data collected from 1600 households and 5238 plots. We used a multivariate probit model to analyze the gender differences in the adoption of improved technologies, including intercropping, use of improved varieties, crop rotation and residue retention, manure use, and minimum tillage. To analyze gender differences in agricultural productivity, we used an exogenous switching regression (ESR) model and re-centered influence function decomposition. We found that female plot managers were more likely to adopt intercropping and minimum tillage but less likely to adopt crop rotation and use improved varieties than male plot managers. The ESR model estimation results showed that female-managed plots were 14.6–23.1% less productive than male- managed plots. The gender productivity gaps also indicated that female plot managers had an 8.2% endowment advantage but a 23.1% structural disadvantage than male plot managers. The importance of structural effects in accounting for the gender productivity gap highlights the need for policies and agricultural development programs that consider the underlying factors shaping gender productivity gaps rather than focusing solely on agricultural production factors.
DOI: 10.5281/zenodo.7085112
title: Plastic Litter Project 2021 dataset

description: The dataset contains Sentinel-2 multispectral, UAS RGB and UAS hyperspectral data, along with the corresponding orthophoto maps and ancillary data, acquired during the PLP2021 data acquisition campaign, using artificial floating targets. The field campaign took place in the Gulf of Gera, in the Island of Lesvos, in Greece, by the Marine Remote Sensing Group from the University of the Aegean's department of Marine Sciences from June to October 2021. The campaign was funded by the Discovery Element of the European Space Agency’s Basic Activities (ESA Contract No. 4000131040/20/NL/GLC). Data description: - Each folder corresponds to a specific acquisition designated by date in the Sentinel-2 product format. - Folder contents:<br> -- Sentinel-2 Level-1C product.<br> -- ACOLITE atmospherically corrected product (.netcdf format).<br> -- Orthophoto map of the deployment area where available (.tiff format).<br> -- UAS RGB or field image file showing target configuration for given date where available (.jpeg format). - The ancillary_data_log.pdf contains a table with ancillary data measurements taken during each Sentinel-2 acquisition.
description: This dataset was produced as part of the European Space Agency's Discovery Campaign on Remote Sensing of Plastic Marine Litter funded project "Plastic Litter Project (PLP): Detection and monitoring of artificial plastic targets with satellite imagery and UAV" (ESA Contract No. 4000131040/20/NL/GLC).
DOI: 10.5281/zenodo.7085111
title: Plastic Litter Project 2021 dataset

description: The dataset contains Sentinel-2 multispectral, UAS RGB and UAS hyperspectral data, along with the corresponding orthophoto maps and ancillary data, acquired during the PLP2021 data acquisition campaign, using artificial floating targets. The field campaign took place in the Gulf of Gera, in the Island of Lesvos, in Greece, by the Marine Remote Sensing Group from the University of the Aegean's department of Marine Sciences from June to October 2021. The campaign was funded by the Discovery Element of the European Space Agency’s Basic Activities (ESA Contract No. 4000131040/20/NL/GLC). Data description: - Each folder corresponds to a specific acquisition designated by date in the Sentinel-2 product format. - Folder contents:<br> -- Sentinel-2 Level-1C product.<br> -- ACOLITE atmospherically corrected product (.netcdf format).<br> -- Orthophoto map of the deployment area where available (.tiff format).<br> -- UAS RGB or field image file showing target configuration for given date where available (.jpeg format). - The ancillary_data_log.pdf contains a table with ancillary data measurements taken during each Sentinel-2 acquisition.
description: This dataset was produced as part of the European Space Agency's Discovery Campaign on Remote Sensing of Plastic Marine Litter funded project "Plastic Litter Project (PLP): Detection and monitoring of artificial plastic targets with satellite imagery and UAV" (ESA Contract No. 4000131040/20/NL/GLC).
DOI: 10.5281/zenodo.7107236
title: TuringREGConnectionsWorkshop_Flowers

description: Dataset containing images of 102 species of flowers Visual Geometry Group , by Maria-Elena Nilsback and Andrew Zisserman, and licenced under Creative Commons 0: Public Domain license. Suitable for computer vision classification tasks
DOI: 10.5281/zenodo.7107235
title: TuringREGConnectionsWorkshop_Flowers

description: Dataset containing images of 102 species of flowers Visual Geometry Group , by Maria-Elena Nilsback and Andrew Zisserman, and licenced under Creative Commons 0: Public Domain license. Suitable for computer vision classification tasks
DOI: 10.6084/m9.figshare.21195868
title: DATA_coach burnout study

description: A raw data from a web-based survey for the study on the sport coaches' stress and burnout. The survey was conducted in China.
DOI: 10.6084/m9.figshare.21195868.v1
title: DATA_coach burnout study

description: A raw data from a web-based survey for the study on the sport coaches' stress and burnout. The survey was conducted in China.
DOI: 10.34740/kaggle/dsv/4240284
title: AutoXGB
DOI: 10.5281/zenodo.6826607
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.6826737
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.7062531
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.7097262
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.7098988
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.6826606
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.7105351
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.5281/zenodo.7107274
title: Cartografía mediática de hispanoamérica

description: Dataset con medios de comunicación analizados/mencionados por la academia latinoamericana sobre dicho territorio.
DOI: 10.34820/fk2/ekjhdf/aul8ru
title: Mapping Traditional Market_Fajar Alamanda Yulinda Aswin.pdf

description: :unav
DOI: 10.34820/fk2/ekjhdf
title: Mapping of Traditional Marketplaces in Bandung, Indonesia

description: Traditional marketplaces are currently declining in numbers and state. Plenty of traditional marketplaces, particularly in the Bandung area of Indonesia are closing or on the verge of bankruptcy due to poor management and diminishing numbers of visitors to the marketplaces. This study aims to address and lists all of the remaining traditional markets in Bandung, Indonesia along with a report on its current conditions. This study has managed to record and map 40 (forty) traditional marketplaces in Bandung, Indonesia. Documentation of most of the remaining traditional marketplaces in their current state is also being performed. The findings suggested that although the numbers of traditional marketplaces in Bandung, Indonesia are still plenty, with a population vs. traditional marketplaces ratio of 60.000:1, with its current shape and order, the number of traditional marketplaces is prone to reduction and extinction in the future. Traditional marketplaces as one of the local culture and heritage identity of an area should be preserved. This study is one of the pioneer studies to list and locate traditional marketplaces in Indonesia, particularly in the Bandung area. In parallel with this study, the authors also have started to conduct analyses to identify the factors that affect the traditional marketplaces' decay. It is expected that these research findings will be useful for the stakeholders to monitor and take precautionary or active actions to save traditional marketplaces in Bandung, Indonesia.
DOI: 10.17894/ucph.7b51ee79-30a9-4bd5-92df-56cae0b7166c
title: Md simulation data for Roesgaard, Lundsgaard et al 2022
DOI: 10.6084/m9.figshare.21162502.v2
title: Arctic surface air temperature over 1979-2021 with deep learning method

description: This dataset is reconstructed based on deep learning methods combined with Arctic observation data. The Arctic observation data include GHCN-d, NP observation, ICOADS, and IABP's buoy observation. The dataset provides 1°x1° monthly temperature anomalies (relative to 1981–2010 average) from 30°N to 90°N from 1979 to 2021.
DOI: 10.6084/m9.figshare.21162502
title: Arctic surface air temperature over 1979-2021 with deep learning method

description: This dataset is reconstructed based on deep learning methods combined with Arctic observation data. The Arctic observation data include GHCN-d, NP observation, ICOADS, and IABP's buoy observation. The dataset provides 1°x1° monthly temperature anomalies (relative to 1981–2010 average) from 30°N to 90°N from 1979 to 2021.
DOI: 10.6084/m9.figshare.21162502.v1
title: Arctic_SAT_ano_1x1_1979-2021_monthly.nc

description: This dataset is reconstructed based on deep learning methods combined with Arctic observation data. The Arctic observation data include GHCN-d, NP observation, ICOADS, and IABP's buoy observation. The dataset provides 1°x1° monthly temperature anomalies (relative to 1981–2010 average) from 30°N to 90°N from 1979 to 2021.
DOI: 10.12751/g-node.lgu2m0
title: Data for Sehara et al., 2021 eNeuro (the real-time DeepLabCut project)

description: Computer vision approaches have made significant inroads into offline tracking of behavior and estimating animal poses. In particular, because of their versatility, deep-learning approaches have been gaining attention in behavioral tracking without any markers. Here we developed an approach using DeepLabCut for real-time estimation of movement. We trained a deep neural network offline with high-speed video data of a mouse whisking, then transferred the trained network to work with the same mouse, whisking in real-time. With this approach, we tracked the tips of three whiskers in an arc and converted positions into a TTL output within behavioral time scales, i.e 10.5 millisecond. With this approach it is possible to trigger output based on movement of individual whiskers, or on the distance between adjacent whiskers. Flexible closed-loop systems like the one we have deployed here can complement optogenetic approaches and can be used to directly manipulate the relationship between movement and neural activity.
description: IsSupplementTo: Sehara K, Zimmer-Harwood P, Larkum ME, Sachdev RNS (2021) Real-time closed-loop feedback in behavioral time scales using DeepLabCut. (https://doi.org/10.1523/eneuro.0415-20.2021)
DOI: 10.5284/1038433
title: West Midlands Regional Research Framework

description: The aims of the West Midlands Regional Research Framework are to provide a viable, realistic and effective academic basis for undertaking archaeological intervention, either as a result of developer-funded operations or to underpin future research designs. The Resource Audit identifies the nature and extent of the known database and the Research Assessment evaluates strengths, weaknesses and biases in the record. The outcome will enable curators to integrate appropriate research strategies within their specifications and ensure that contractors tender and operate in full awareness of local designs. Equally, it will inform museum curators, education officers and university staff and students with regard to the research parameters of the region.
DOI: 10.17188/1188305
title: Materials Data on K4ZnP2 by Materials Project

description: K4ZnP2 crystallizes in the trigonal R-3m space group. The structure is three-dimensional. there are two inequivalent K1+ sites. In the first K1+ site, K1+ is bonded to four equivalent P3- atoms to form a mixture of corner and edge-sharing KP4 tetrahedra. There are one shorter (3.27 Å) and three longer (3.44 Å) K–P bond lengths. In the second K1+ site, K1+ is bonded in a trigonal non-coplanar geometry to three equivalent P3- atoms. All K–P bond lengths are 3.38 Å. Zn2+ is bonded in a linear geometry to two equivalent P3- atoms. Both Zn–P bond lengths are 2.23 Å. P3- is bonded in a distorted body-centered cubic geometry to seven K1+ and one Zn2+ atom.
DOI: 10.3886/icpsr08169.v2
title: Survey of Jail and Prison Inmates, 1978: California, Michigan, Texas
title: Version 2

description: This survey was was conducted as part of the Rand Corporation's research program on career criminals. Rand's Second Inmate Survey was administered in late 1978 and early 1979 to convicted male inmates at 12 prisons and 14 county jails in California, Michigan, and Texas. The purpose of the survey was to provide detailed information about the criminal behavior of offenders and their associated characteristics. Emphasis was also placed on investigating other major areas of interest such as the quality of prisoner self-reports, varieties of criminal behavior, selective incapacitation, and prison treatment programs.
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Primary Survey from Modules A-E for All Inmates 
 DS2: Retest Survey from Modules A-E 
 DS3: Primary Survey from Module F 
 DS4: Retest Survey from Module F 
 DS5: Official Record Data for California Prisoners 
 DS6: Official Record Data for Michigan Prisoners 
 DS7: Official Record Data for Texas Prisoners 
 DS8: Primary Survey from Modules A-E for Texas Prisoner Replacements 
 DS9: Primary Survey from Module F for Texas Prisoner Replacements 
 DS10: Official Records Data for Texas Prisoner Replacements 
 DS11: Survey from Modules A-E for Texas Jail Respondents 
 DS12: Primary Survey from Modules A-E for All Inmates (Frequencies) 
 DS13: Retest Survey from Modules A-E (Frequencies) 
 DS14: Primary Survey from Module F (Frequencies) 
 DS15: Retest Survey from Module F (Frequencies) 
 DS16: Official Record Data for California Prisoners (Frequencies) 
 DS17: Official Record Data for Michigan Prisoners (Frequencies) 
 DS18: Official Record Data for Texas Prisoners (Frequencies) 
 DS19: Primary Survey from Modules A-E for Texas Prisoner Replacements(Frequencies) 
 DS20: Primary Survey from Module F for Texas Prisoner Replacements(Frequencies) 
 DS21: Official Records Data for Texas Prisoner Replacements (Frequencies) 
 DS22: Survey from Modules A-E for Texas Jail Respondents (Frequencies) 
 DS23: Codebook 
 DS24: SAS Control Cards 
 DS25: Follow-up Data, California 1 
 DS26: Follow-up Data, California 2 
 DS27: Follow-up Data, California 3 
 DS28: Follow-up Data, California 4 
 DS29: Follow-up Data, Michigan 1 
 DS30: Follow-up Data, Michigan 2 
 DS31: Follow-up Data, Michigan 3 
 DS32: Follow-up Data, Michigan 4 
 DS33: Follow-up Data, Texas 1 
 DS34: Follow-up Data, Texas 2 
 DS35: Follow-up Data, Texas 3 
 DS36: Follow-up Data, Texas 4 
 DS37: Codebook for Parts 25-36
description: In order to preserve confidentiality, most dates have been converted to represent the number of days from arrest to sentencing.
description: Rand Inmate Survey offenders serving prison sentences at the time of the 1978 interview in California, Michigan, and Texas.
description: Offenders for whom individual criminal justice histories or rap sheets were provided by each of the three states. Rap sheet information for Michigan inmates was supplemented with prison entrance and exit dates provided by the Michigan Department of Corrections.
DOI: 10.4119/unibi/2920569
title: Die Einführung der elektronischen Gesundheitskarte für Geflüchtete in den Bundesländern und Kommunen
DOI: 10.48420/19699144
title: Data from "Tracking single adatoms in liquid in a Transmission Electron Microscope"

description: Raw data is in FEI (EMI/SER) format. Can be opened using open source python library hyperspy (https://hyperspy.org). Experimental metadata is contained within the files, and sample conditions are tabulated in information.txt.
DOI: 10.5281/zenodo.3243352
title: Collection of UV/Vis spectra acquired while monitoring reaction progress of thymidine phosphorolysis with varying reactant concentrations

description: This data set accompanies the publication "Dynamic modelling of phosphorolytic cleavage catalyzed by pyrimidine-nucleoside phosphorylase" in MDPI Processes, and is a collection of UV/vis spectra used for monitoring of reaction progress under various experimental conditions. The monitored reaction is thymidine phosphorolysis, catalyzed by an enzyme (EC 2.4.2.2). Phosphate and thymidine concentrations are in the range of 2–80 mM and 0.8–5 mM, respectively, and final enzyme concentration in the range of 12.5–50 µg/mL. The recorded data represents time courses over 24 hours for 48 reaction conditions. This collection also contains the documentation of all work done in the laboratory to achieve this data (provenance in the form of the complete lab journal).
description: Funding for this research was received from: - German Research Foundation (DFG) under Germany´s Excellence Strategy – EXC 2008/1– 390540038 (UniSysCat) - Einstein Foundation Berlin (ESB) - Einstein Center of Catalysis (EC²)
DOI: 10.5281/zenodo.4532361
title: Dataset from fundus images for the study of diabetic retinopathy

description: This database containing 396 color fundus images that were acquired at the Department of Ophthalmology of the Hospital de Clínicas, Facultad de Ciencias Médicas, Universidad Nacional de Asunción, Paraguay. The acquisition of retinal images was done taking into account a clinical procedure. The acquisition of the retinographies was made through the Visucam 500 camera of the Zeiss brand. Expert ophthalmologists have classified the dataset. These data can help doctors and researchers in the detection of cases of Non-Proliferative Diabetic Retinopathy (NPDR) and Proliferative Diabetic Retinopathy (PDR), in their different stages. The classification of fundus images have been done in 7 categories: i) No DR signs (20 images), ii) mild NPDR (4 images), iii) moderate NPDR (58 images), iv) severe NPDR (92 images), v) very severe NPDR (83 images), vi) PDR (70 images) and vii) Advanced PDR (69 images).
DOI: 10.5281/zenodo.5606120
title: Methane plumes from airborne surveys 2020-2021

description: Methane plume imagery and quantified emission rates with uncertainties for airborne surveys performed with the Global Airborne Observatory (GAO) and the Next-Generation Airborne Visible/Infrared Imaging Spectrometer (AVIRIS-NG) during 2020-2021. Regions surveyed include California, New Mexico, Utah, Texas, Colorado, Louisiana, and Pennsylvania.
DOI: 10.5281/zenodo.6624114
title: The datasets for the paper "Spatial and temporal distribution of lobate scarps in the lunar south polar region: Evidence for latitudinal variation of scarp geometry, kinematics and formation ages, continuous tectonic activity in the last 100 million years and seismically safe south pole Artemis human landing site" Geophysical Research Letters.

description: This dataset provides the original data that were used for preparing the illustrations, figures and tables.
DOI: 10.22008/promice/data/calving_front_lines
title: Programme for monitoring of the Greenland ice sheet (PROMICE): Marine terminating glacier calving front lines