cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4722853
title: PFuji-Size dataset

description: The PFuji-Size dataset includes a total of 615 Fuji apples scanned in-field conditions and an additional 25 apples scanned in laboratory conditions. Structure-from-motion and multi-view stereo techniques were used to generate the 3D point clouds of the captured scene. Apple locations and ground truth diameter annotations are provided for assessing fruit detection and size estimation algorithms. The reader is referred to visit articles [1] and [2] for a description of methodology and further information about this dataset. This database is available only for research and educational purpose and not for any commercial use. If you use the database in any publications or reports, please consider citing the following papers: [1] Gené-Mola J, Sanz-Cortiella R, Rosell-Polo JR, Escolà A, Gregorio E. 2021. In-field apple size estimation using photogrammetry-derived 3D point clouds: comparison of 4 different methods considering fruit occlusions. (Submitted)<br> [2] Gené-Mola J, Sanz-Cortiella R, Rosell-Polo JR, Escolà A, Gregorio E. 2021. PFuji-Size dataset: a collection of photogrammetry-derived 3D point clouds with ground truth annotations for Fuji apple detection and size estimation in field conditions. (Submitted)
DOI: 10.25824/redu/hmy9sh
title: (1a) Mapa das APP do alto curso da bacia hidrográfica do rio Jaguari.tif

description: Fonte de dados: Folhas topográficas IBGE 1:50.000 e Imagens Sentinel 2A - 25/07/2020; Referência espacial: Datum SIRGAS 2000 Projeção: UTM Zona 23S Autoria: Natasha M. P Santos Financiamento: FAPESP
DOI: 10.25824/redu/46sjpa
title: (2) Mapa do uso e ocupação da terra nas APP no alto curso da bacia hidrográfica do rio Jaguari.jpg

description: Fonte de dados: Folhas topográficas IBGE 1:50.000 e imagens Sentinel 2A - 25/07/2020; Referência espacial: Datum SIRGAS 2000 Projeção: UTM Zona 23S Autoria: Natasha M. P Santos Financiamento: FAPESP
DOI: 10.25824/redu/puggdn
title: (2)(a)Mapa do uso e ocupação da terra nas APP no alto curso da bacia hidrográfica do rio Jaguari.tif

description: Fonte de dados: Folhas topográficas IBGE 1:50.000 e imagens Sentinel 2A - 25/07/2020; Referência espacial: Datum SIRGAS 2000 Projeção: UTM Zona 23S Autoria: Natasha M. P Santos Financiamento: FAPESP
DOI: 10.25824/redu/ztohru
title: (3) Mapa das APP conforme limites das cartas topográficas de Bragança Paulista (SF-23-Y-A-VI-4 ) e Atibaia (SF-23-Y-C-III-2 ).jpg

description: Fonte de dados: Folhas topográficas IBGE 1:50.000 (SF-23-Y-A-VI-4 );(SF-23-Y-C-III-2 ) e Imagens de satélite Sentinel 2A - 25/07/2020; Referência espacial: Datum SIRGAS 2000 Projeção: UTM Zona 23S Autoria: Natasha M. P Santos Financiamento: FAPESP
DOI: 10.5281/zenodo.4723768
title: LIARx: A Partial Fact Fake News Dataset

description: LIARx is a partial fact dataset for fake news detection in the domain of US politics and is an updated form of the popular LIAR dataset published by William Yang Wang in 2017. The dataset addresses the non-binary nature of fake news and instead allows you to learn the degree of veracity of each instance. README.md (markdown format) provides further information about the dataset and its features.
description: {"references": ["Wang, W.Y.: \" liar, liar pants on fire\": A new benchmark dataset for fake newsdetection. arXiv preprint arXiv:1705.00648 (2017)"]}
DOI: 10.5281/zenodo.4723767
title: LIARx: A Partial Fact Fake News Dataset

description: LIARx is a partial fact dataset for fake news detection in the domain of US politics and is an updated form of the popular LIAR dataset published by William Yang Wang in 2017. The dataset addresses the non-binary nature of fake news and instead allows you to learn the degree of veracity of each instance. README.md (markdown format) provides further information about the dataset and its features.
description: {"references": ["Wang, W.Y.: \" liar, liar pants on fire\": A new benchmark dataset for fake newsdetection. arXiv preprint arXiv:1705.00648 (2017)"]}
DOI: 10.15482/usda.adc/1522302
title: Data from: Quantifying Insect Dispersal Distances from Trapping Detections Data to Predict Delimiting Survey Radii, Mexfly distances
DOI: 10.15482/usda.adc/1522303
title: Data from: Quantifying Insect Dispersal Distances from Trapping Detections Data to Predict Delimiting Survey Radii, raw Mexfly data
DOI: 10.5517/ccdc.csd.cc26sczc
title: CCDC 2049223: Experimental Crystal Structure Determination

description: Related Article: Surbhi Tiwari, Neeru Arya, Sandeep Kumar Mishra, N. Suryaprakash|2021|RSC Advances|11|15195|doi:10.1039/D1RA02538D
DOI: 10.25345/c5vn63
title: MassIVE MSV000087312 - Cell adhesions link membrane scale protein dynamics to tissue scale force production during vertebrate head-to-tail axis extension
title: In this paper, we use approaches from proteomics, cell biology, and tissue biomechanics to describe how a poorly characterized cell adhesion effector, Armadillo Repeat protein deleted in Velo-Cardio-Facial syndrome (ARVCF) catenin, controls vertebrate head-to-tail axis extension. We define the in vivo interactome of c-Cadherin (Cdh3), measuring its interaction with Arvcf. Specifically, this APMS dataset is comprised of "prey" protein interactions determined to associate with a Cdh3-GFP "bait."
DOI: 10.5281/zenodo.4624866
title: Example dataset of linear and planar tensor encoding in the human brain

description: This dataset was acquired using a prototype spin echo sequence and is meant to be used in a tutorial that demonstrates fitting models to a realistic neuroimaging dataset. The first half of the volumes was acquired with linear tensor encoding and the second half was acquired with planar tensor encoding.
DOI: 10.5281/zenodo.4624865
title: Example dataset of linear and planar tensor encoding in the human brain

description: This dataset was acquired using a prototype spin echo sequence and is meant to be used in a tutorial that demonstrates fitting models to a realistic neuroimaging dataset. The first half of the volumes was acquired with linear tensor encoding and the second half was acquired with planar tensor encoding.
DOI: 10.6084/m9.figshare.14497542.v1
title: Liu_etal_GRL_manuscript - processed datasets

description: This is a README file for the submitted manuscript Liu et al. Simulated global coastal ecosystem responses to a half-century increase in river nitrogen loadsContact: Xiao.Liu@noaa.gov, updated Apr 27, 2021<br>This dataset was generated using MATLAB from original model output on MOM6-COBALTv2 0.25-deg native model grid.Each variable has a size of X=67 by Y=50. Dimension X (67) corresponds to averaged values for the 66 LMEs (1-66) and the global coastal domain (67), while dimension Y (50) corresponds to the 50 years between 1961-2010.Some files contain results from one of the two experiments only (_climN.mat, _dynN.mat) while others contain results for both experiments (_climN_dynN.mat). For the latter, each variable has a size of X=67 by Y=50 by Z=2, with dimension Z corresponds to climN (1) and dynN (2) experiment, respectively.
DOI: 10.21227/0j42-qd38
title: SSVEP-EEG data collection using Emotiv EPOC

description: The data acquisition process begins with capturing EEGsignals from 20 healthy skilled volunteers who gave theirwritten consent before performing the experiments. Eachvolunteer was asked to repeat an experiment for 10 times atdifferent frequencies; each experiment was trigger by a visualstimulus.Each volunteer performed an experiment for each of the10 visual stimuli frequencies (7, 9, 11 and 13). In each experiment the EEG signals generated in the 2electrodes (LO, RO) of the occipital area was simultaneouslyrecorded. It is important to note that the data acquisitionequipment has a sampling rate of 128 samples per second,allowing to acquire 2500 samples, considering that each taskhas a duration of 19.5 seconds.
DOI: 10.5281/zenodo.4723871
title: A Systematic Mapping Study on the Use of Software Engineering Practices to Develop MVPs

description: Spreadsheet used to compile the mapping study
DOI: 10.5281/zenodo.4718759
title: A Systematic Mapping Study on the Use of Software Engineering Practices to Develop MVPs

description: Spreadsheet used to compile the mapping study
DOI: 10.18739/a23r0pv24
title: Airborne electromagnetic and magnetic survey, Goldstream Creek watershed, interior Alaska, March 6th to March 17th, 2016

description: The Goldstream geophysical survey dataset provides airborne electromagnetic and magnetic data and resistivity models from a 258-square-km portion of the Goldstream Creek watershed, interior Alaska. The survey was flown from March 6th to March 17th, 2016, by CGG Canada Ltd. using their RESOLVE airborne geophysical system. Survey line spacing was either 100 meters (m) or 200 m; additional custom lines were collected over areas of scientific interest. The data were measured from 30 m above the ground surface using a helicopter-towed sensor platform ('bird') on a 30-m long line. The geophysical survey provides a snapshot of subsurface electromagnetic and magnetic variability throughout the study area. The data and resistivity modeling facilitates interpretation of surface and subsurface features and processes within Goldstream Valley and surrounding areas of interior Alaska. The Goldstream Valley Watershed project is funded by the National Science Foundation, Office of Polar Programs, Arctic System Science Program, award #1500931. Users can access the originating data and additional project metadata from the Alaska Division of Geological andamp; Geophysical Surveys (DGGS) website: http://doi.org/10.14509/29681.
DOI: 10.6084/m9.figshare.14497542
title: Liu_etal_GRL_manuscript - Processed model output MATLAB datasets

description: This is a README file for the submitted manuscript Liu et al. Simulated global coastal ecosystem responses to a half-century increase in river nitrogen loadsContact: Xiao.Liu@noaa.gov, updated Apr 27, 2021<br>This dataset was generated using MATLAB from original model output on MOM6-COBALTv2 0.25-deg native model grid.Each variable has a size of X=67 by Y=50. Dimension X (67) corresponds to averaged values for the 66 LMEs (1-66) and the global coastal domain (67), while dimension Y (50) corresponds to the 50 years between 1961-2010.Some files contain results from one of the two experiments only (_climN.mat, _dynN.mat) while others contain results for both experiments (_climN_dynN.mat). For the latter, each variable has a size of X=67 by Y=50 by Z=2, with dimension Z corresponds to climN (1) and dynN (2) experiment, respectively.
DOI: 10.6084/m9.figshare.14497542.v3
title: Liu_etal_GRL_manuscript - Processed model output MATLAB datasets

description: This is a README file for the submitted manuscript Liu et al. Simulated global coastal ecosystem responses to a half-century increase in river nitrogen loadsContact: Xiao.Liu@noaa.gov, updated Apr 27, 2021<br>This dataset was generated using MATLAB from original model output on MOM6-COBALTv2 0.25-deg native model grid.Each variable has a size of X=67 by Y=50. Dimension X (67) corresponds to averaged values for the 66 LMEs (1-66) and the global coastal domain (67), while dimension Y (50) corresponds to the 50 years between 1961-2010.Some files contain results from one of the two experiments only (_climN.mat, _dynN.mat) while others contain results for both experiments (_climN_dynN.mat). For the latter, each variable has a size of X=67 by Y=50 by Z=2, with dimension Z corresponds to climN (1) and dynN (2) experiment, respectively.
DOI: 10.6084/m9.figshare.14497542.v2
title: Liu_etal_GRL_manuscript - processed MATLAB datasets

description: This is a README file for the submitted manuscript Liu et al. Simulated global coastal ecosystem responses to a half-century increase in river nitrogen loadsContact: Xiao.Liu@noaa.gov, updated Apr 27, 2021<br>This dataset was generated using MATLAB from original model output on MOM6-COBALTv2 0.25-deg native model grid.Each variable has a size of X=67 by Y=50. Dimension X (67) corresponds to averaged values for the 66 LMEs (1-66) and the global coastal domain (67), while dimension Y (50) corresponds to the 50 years between 1961-2010.Some files contain results from one of the two experiments only (_climN.mat, _dynN.mat) while others contain results for both experiments (_climN_dynN.mat). For the latter, each variable has a size of X=67 by Y=50 by Z=2, with dimension Z corresponds to climN (1) and dynN (2) experiment, respectively.
DOI: 10.6084/m9.figshare.14497722
title: Figure-3_protein_expression_data.txt

description: Overall protein expression of germ layer markers within cell colonies
DOI: 10.6084/m9.figshare.14497722.v1
title: Figure-3_protein_expression_data.txt

description: Overall protein expression of germ layer markers within cell colonies
DOI: 10.18739/a2x63b62j
title: Historical Fairbanks lake shorelines, 1949-2009

description: This data set consists of 4 shapefiles of historical lake shorelines in the 214 square kilometers (km2) Pleistocene-aged yedoma permafrost study area in Goldstream Valley and the surrounding landscape just north of Fairbanks in interior Alaska (Fig. 1). Our work focused on the southern extent of the valley in order to exclude anthropogenic lakes formed by mining peat, gravel, and gold that are concentrated in the northwestern extent of Goldstream Valley. We mapped lake perimeters from four observation times spanning 60 years (1949 to 2009). We mapped historic lake margins using high-resolution (1-meter (m) spatial resolution) single-band airborne optical images acquired in 1949, 1967 and 1985 available through U.S. Geological Survey (USGS) Earth Explorer (https://pubs.usgs.gov/gip/AerialPhotos_SatImages/aerial.html). We used high-resolution orthomosaiked (2.5 m spatial resolution) multi-band Satellite Pour l’Observation de la Terre (SPOT; visible and infrared) satellite optical images acquired in 2009 to map recent lake boundaries. Images were multispectral, except 1949, which was panchromatic. We applied a semiautomated adaptable mapping solution based on the Object-based Image Analysis (OBIA) technique in the eCognition (version 8) image processing software to map historic and recent lake margins on both aerial and SPOT images (Navulur 2007, Blaschke and Strobl 2001, Lindgren et al 2019). The initial step of the OBIA technique involved creation of highly homogeneous image objects or segments that met certain spatial and spectral homogeneity criteria of various scales depending on the regional lake properties. For historic lake margin delineation, we segmented the airborne historic images into image objects followed by a simple threshold classification technique based on brightness of the segmented image objects. To map modern lake margins, after segmentation of SPOT image bands, we applied thresholds on the bands transformed using Principal Component Analysis (PCA), an image enhancement technique applied for spectral separation of water bodies from the surrounding landscape features (Mather and Koch 2011). In addition, we applied the Normalized Difference Water Index (NDWI) (McFeeters 1996) to further classify waterbodies. Finally, historic and recent water body segments that were not lakes, such as streams and rivers and other spectrally similar misclassified objects, such as shadows, were removed through manual editing. More details on our data processing workflows can be found in Lindgren et al (2019).
DOI: 10.25345/c5qz46
title: MassIVE MSV000087313 - Physiological Characterization of Adaptive Evolutionary Dynamics
title: Long-term laboratory evolution experiments provide a controlled record of evolutionary dynamics and metabolic change in microorganisms. Nevertheless, the correspondence between genetic mutation and phenotypic adaptation remains elusive, partly because of the overwhelming number of genetic changes that accrue after tens-of-thousands of generations. Using a coarse-grained characterization of bacterial physiology applied to Lenski's laboratory-evolved strains of Escherichia coli, we identify an intermediate measure between genotype and phenotype that provides insight into the dynamics of adaptation.
DOI: 10.6084/m9.figshare.14497725
title: Germ_layer_expression_data.txt

description: SOX2, BRA and SOX17 expression in iPSC lines.
DOI: 10.6084/m9.figshare.14497725.v2
title: Germ_layer_expression_data.txt

description: SOX2, BRA and SOX17 expression in iPSC lines.
DOI: 10.6084/m9.figshare.14497725.v1
title: Figure-4_spatial_trend_data.txt

description: Radial trends of SOX2, BRA and SOX17 expression in iPSC lines.
DOI: 10.5281/zenodo.4722563
title: zircon U-Pb data compilation

description: This csv file is a snapshot (dated 20 October 2020) of open-file U-Pb SHRIMP analytical data collected or compiled by the Australian Government (Geoscience Australia), accessible via http://www.ga.gov.au/geochron-sapub-web/. Data have been filtered to include only those samples for which uncorrected Tera-Wasserburg ratios were available.
DOI: 10.17632/snzh9svkmt.1
title: Data for: Growth Failure Prevalence in Neonates with Gastroschisis: A Statewide Prospective Cohort Study

description: Growth measurements for neonates with gastroschisis born at six different California children's hospitals. Growth measurements were obtained at birth, 14 days, 30 days, and discharge.
DOI: 10.17632/6jnpwswgst.1
title: Data for: Deposition and Characterization of Lithium Doped DC Magnetron Sputtered Cu2O Films

description: Result Origin file with RBS data
DOI: 10.18739/a2v97zs4h
title: Processes controlling thaw lake methane emission from lake to watershed scales in Alaska, 2015 - 2019

description: The overarching goal was to refine the understanding of the hydrological, thermal, and biogeochemical processes that control methane emissions from thermokarst (thaw) lakes in discontinuous permafrost regions by assessing the coupled hydrology-permafrost-methane system at lake to watershed-scales. The effort included assessing the role of sub-permafrost methane as a source in lake methane emission. The study area was the Goldstream Creek watershed, Fairbanks, Interior Alaska, with field measurements during the period 2015-2018. A combination of methods were used, including numerical modeling, field measurements (meteorology, hydrology, permafrost, geochemistry), ground-based and airborne geophysics for 3D watershed-scale permafrost mapping, and laboratory incubations of permafrost, sediments, and groundwater. The temporal frequency of data ranges from three years of continuous hourly measurements to one-time samplings. The new data and findings can help to reduce uncertainties in feedbacks from permafrost-dominate landscapes to the global climate.
DOI: 10.17632/p4s4nmpfny.1
title: Data for: Deposition and Characterization of Lithium Doped DC Magnetron Sputtered Cu2O Films

description: Hall effect data files
DOI: 10.17632/vcth2j4n3x.1
title: Data for: Deposition and Characterization of Lithium Doped DC Magnetron Sputtered Cu2O Films

description: Transmission data files
DOI: 10.17632/zhdtbm9yps.1
title: Data for: Deposition and Characterization of Lithium Doped DC Magnetron Sputtered Cu2O Films

description: XRD data
DOI: 10.17632/sz2yd5n4f3.1
title: Data for: Disproportionate Redemption Discounting: Mental Accounting of Discounted Credit

description: This is the dataset for Disproportional Redemption Discounting manuscript.
DOI: 10.17632/vm8tv4jf2t.1
title: Data for: Exogenous melatonin alleviates oxidative damages and altering carbon and nitrogen metabolism in soybean under drought stress

description: Long-term drought stress has irreversible effects on soybean growth and reduces yield. Melatonin can alleviate the growth inhibition and plant damage resulting from drought stress. In this study, we investigated the effects of foliar melatonin application on the carbon and nitrogen metabolism of flowering stage soybeans during drought stress. Exogenous melatonin increased the activity of antioxidant enzymes during drought stress and decreased the production of reactive oxygen species and membrane lipid peroxidation. Melatonin also mitigated lower photosynthesis ability during drought stress, and regulated carbon and nitrogen assimilation and the endogenous hormone content. A total of 518 metabolites were detected using the UPLC-MS/MS metabolome detection platform. Drought stress reduced the accumulation of sugars, amino acids, and nucleotides, and increased the content of flavonoid. Melatonin increased amino acids and their derivatives (L-Asparagine Anhydrous, L-(-)-Tyrosine, L-phenylalanine, DL-Homocysteine, L-Methionine, 3,4-Dihydroxy, and DL-phenylalanine), flavin adenine dinucleotide (FAD), 6'-cis-cinnamoyl 8-epikingisidic acid, 5-aminocycloheptane-1,2,3-triol and 5,8,11,14-pentadecanoamide. Moreover, melatonin alleviated growth and yield declines caused by drought stress. Our study showed that exogenous melatonin improved the soybean antioxidant system and photosynthesis capacity, altering carbon and nitrogen metabolism, promoted the accumulation of amino acids and their derivatives, reducing plant growth inhibition and yield loss during drought stress. Therefore, the foliar application of melatonin has important potential in agriculture.
DOI: 10.17632/hcpy7m3kg7.1
title: Data for: Reducing Fossil Fuel-based Generation: Impact on Wholesale Electricity Market Prices in the North-Italy Bidding Zone

description: The database is a collection of all the operators (power plants) active in the North Italy bidding zone. Our effort has been that of matching the names/acronyms used in the market with the unit reference numbers, to estimate the maximum capacity of each operator and to establish which is the generation technology used by each operator in the list.
DOI: 10.17632/7z66cxvscg.1
title: Data for: A progressive wetter Holocene climate in the eastern lowlands of Guatemala

description: Raw data for the article by Duarte et al.
DOI: 10.17632/562xzvdkw2.1
title: Data for: Late Jurassic extension event in the Yanshan fold and thrust belt (North China) recorded by a multidisciplinary study of the emplacement mechanism of Siganding pluton

description: Supplementary data
DOI: 10.17632/jhwy7yr4zm.1
title: Data for: Large aquatic nitrous oxide emissions downstream of intensive horticulture driven by rain events

description: Nutrient leaching from agricultural systems is a global threat to waterways. However, indirect aquatic emissions of the potent greenhouse gas nitrous oxide (N2O) from agricultural runoff remain poorly understood. Here, we assess how episodic rain events flushing an agricultural catchment drive nutrients, radon (a natural groundwater tracer) and N2O emissions. We reveal significant nitrate + nitrite (NOX) loads and N2O emissions consistent with N leaching and runoff in Hearnes Lake, Australia. Aquatic nitrogen loads were equivalent to ~15% of applied fertiliser and dominated by NOX (78%). Aquatic N2O (up to 5655% sat.) and atmospheric emissions (up to 2859 µmol m2 day-1) were amongst the highest reported from global waterways. N2O fluxes experienced large variations (~800 fold) between dry and rain periods. Observed N2O emissions and IPCC EF5 N2O emissions were 6.27 N2O-N yr-1 and 26.5 kg N2O-N yr-1, respectively. Estimated N2O emissions ~2 km downstream of farms were 0.79% of DIN loads and 0.004% of applied fertiliser. Aquatic N2O emissions represented ~10% of the total (CO2 + CH4 + N2O) CO2 equivalent emissions which is ~60% higher than the IPCC global N2O average. Episodic rain events rather than groundwater seepage traced by radon were the major drivers of both NOX and N2O, highlighting the importance of detailed sampling approaches to capture extreme variability in heavily fertilised catchments.
DOI: 10.17632/dmf3hxxdmz.1
title: Data for: Early crust in East Antarctica: Extension from Enderby Land into Kemp Land

description: SIMS and LASS analyses of zircon grains from Aker Peaks.
DOI: 10.17632/n4h6t4pzz6.1
title: Data for: Pharmaceutical pollution sources and solutions: Statewide survey of human and veterinary medication purchasing, use, and disposal in Vermont

description: Social science survey of adult residents of Vermont state (November 2016) regarding pharmaceutical purchasing, use, and disposal behaviors.