cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9jjol3w
title: Benthic Community and Bivalve Metrics Data in the Sacramento - San Joaquin Delta from 2015 to 2018

description: Declining phytoplankton biomass and the resulting stress on the food web has been suggested as one contributor to the decline of Delta Smelt and other fish species in the San Francisco Bay (SFB) and the Sacramento San Joaquin River Delta. Filter feeding by two species of bivalves, Corbicula fluminea and Potamocorbula amurensis, has been shown to control phytoplankton growth rate in the SFB and Delta and both are thought to be partially responsible for the reduction in food for pelagic species. Phytoplankton growth rate is dependent on spatially and temporally varying nutrient concentrations, light availability, transport time, and pelagic and benthic grazing losses. Bivalve grazing has the potential to limit primary production at phytoplankton source locations and to limit effective connectivity of habitats by grazing in the conduits that connect different habitats. It is important to determine the factors that control the success of each species of bivalve if we are to understand when and where the pelagic food web is most affected by bivalve grazing. Therefore, we need to protect, build, or restore habitat that is likely to produce phytoplankton for local consumption and export. Benthic communities are a good monitor of acutely and chronically stressful environments because they are stationary, accumulate contaminants, and respond to low and high phytoplankton biomass. Changes in the benthic community structure occur normally, and benthic species distributions are dependent on the physical habitat (substrate and depth), physiological limits, and predators. Therefore, seasonal and interannual differences in freshwater flow result in both seasonal and episodic changes in species abundance and community composition. The Sacramento Watershed has experienced below normal rainfall and dry conditions with sporadic wet years for the past decade. However, heavy rainfall in water year 2017 (October 2016 to September 2017) ended a five-year drought and set the record for California's wettest year since 1983. The severity and duration of a potential change in the benthic community as a result of this increase in freshwater is still unknown, yet it is unlikely for such a drastic change in salinity as this to go unnoticed.
DOI: 10.5523/bris.30kvuvmatwzij2mz1573zqumfx
title: SynthWakeSAR dataset

description: The synthetic ship classification dataset of synthetic aperture radar (SAR) images of the sea surface (SynthWakeSAR) includes 10 real ship models for a total of 46080 simulated images containing visible ship wakes. The dataset was created using the “AssenSAR Image Simulator”, also available via the University of Bristol. The simulated SAR images consist of normalized radar cross-sections (NRCS) with tilt and hydrodynamic modulations and velocity bunching. The size of each scene is 0.96 × 0.96 km and the SAR resolution is 3.3 m in both azimuth and range directions. The size of the images is 227x227x1 as required by the standard convolutional neural network architecture AlexNet. The dataset is provided in three variants (i) as noise-free images NF, (ii) as noisy images (N) with simulated speckle noise, and (iii) as despeckled SAR images (D). This dataset is intended primarily for developing ship classification algorithms based on their wake signature in SAR images. This dataset is published under a GNU General Public License v3.0.
DOI: 10.5523/bris.el0p94vgxjhi2224bx78actb4
title: AssenSAR Image Simulator
title: Simulator for SAR Images of the Sea Surface

description: This software implements a simulation framework for SAR imagery of the sea surface, which includes the superposition of sea waves and ship wakes. The methodology is based on well-proven concepts: the linear theory of sea surface modelling, Michell thin-ship theory for Kelvin wake modelling, and ocean SAR imaging theory. The modelling of the sea surface is based on the sea wave spectrum. A two-scale model is used to simulate intensity SAR images of disturbed sea surface with Kelvin wakes, including tilt and hydrodynamic modulations, while the velocity bunching model is also employed. SAR image simulator includes different parameters, such as the wind speed and direction, fetch length (sea state factors), ship parameters, platform parameters (airborne and satellite SAR platforms), and SAR scanning parameters, all of which contribute to the visualization of sea waves and ship wakes in SAR images.
DOI: 10.17632/gmhsjwr24n.1
title: CocaPaste-PI-DETECTION_dataset

description: CocaPaste-PI-DETECTION (Coca Paste Production Infrastructures Detection) dataset.
This dataset comprises 16,778 images in GeoTIFF format, tagged in PASCAL Visual Object Classes format, for geospatial object detection tasks, specifically potential IFP-PBC. The tag files are XML files containing the image name, class value, and bounding boxes.
DOI: 10.18739/a2j954
title: Warming and irradiance measurements in the Arctic: Determining the link between solar energy absorption and surface warming through long term observations
DOI: 10.5066/p98vde7v
title: Benthic Communities as Mediators of Water Quality in Lower San Francisco Bay, California (2012-2019)

description: San Francisco Bay and Estuary is largely urbanized and developed, and the southern bay is the most urbanized with many sources of nutrients, many concerns that the system might become eutrophic, and many questions about how South Bay has maintained its relatively good health. The hypotheses for why South Bay is not eutrophic, where other bays have not been so fortunate, include high bivalve grazing that limits net phytoplankton growth and high turbidity which also limits the phytoplankton growth rate. Understanding the bivalve grazing rates in the south bay includes the necessity of understanding temporal and spatial distributions of bivalves. Despite the critical need to understand all controls on eutrophication, there are very few aquatic systems with good concurrent temporal and spatial data of bivalve grazing and phytoplankton biomass. Benthic communities, and especially bivalves, are critical in understanding water quality dynamics in aquatic systems, and therefore water availability for both human and ecological needs. As filter feeders, bivalves remove a large volume of organic and inorganic particles from pelagic habitats and consume and assimilate them into their tissues. In so doing, bivalves also produce and deposit organic rich feces and pseudofeces on the bottom where nutrients can be recycled. Through these processes, bivalves offer strong controls on nutrients, phytoplankton, suspended sediment, and contaminant dynamics. Bivalves are critical for nutrient translocation, storage, and transformation. The roles of bivalves in nutrient cycling are driven by many factors such as lifestyle (i.e., infaunal and epifaunal), habitat (e.g., river, intertidal zone), eutrophication, and hydrodynamics. Suspension feeding (i.e., biofiltration of the water column) and deposit feeding (i.e., sediment consumption) move nutrients from pelagic and benthic zones, respectively, into bivalves, where elements are assimilated or egested (Vaughn and others, 2018).
DOI: 10.6084/m9.figshare.19122611
title: Data from: A survey of researchers’ code sharing and reuse practices, and assessment of interactive notebook prototypes

description: Data supporting the preprint "A survey of researchers’ code sharing and reuse practices, and assessment of interactive notebook prototypes". This dataset has two files:<br>1) A pdf of the survey instrument used2) An Excel spreadsheet containing the 188 completed responses to the survey. To maintain participant privacy some answers have been removed or redacted. Country level data has also been replaced by continent level data. Details of anonymisation steps are in the README tab of the Excel spreadsheet.<br><br>The associated preprint is available from OSF: https://osf.io/tys8p.<br>
DOI: 10.5517/ccdc.csd.cc26m422
title: CCDC 2044173: Experimental Crystal Structure Determination

description: Related Article: Ryohei Doi|2020|CSD Communication|||
DOI: 10.5281/zenodo.1147967
title: Datasets For "Assessing Satellite Derived Radiative Forcing From Snow Impurities Through Inverse Hydrologic Modelling"

description: This dataset contains observations and model output used in Matt and Burkhart (2018), Assessing satellite derived radiative forcing from snow impurities through inverse hydrologic modelling, published in Geophysical Research Letters. Please see the README.txt file for detailed information.
DOI: 10.5281/zenodo.6561441
title: Original raw data to paper "Towards Fourier Domain Mode Locked frequency combs"

description: The file contains the 4 original datasets used in the paper. The format is HD5. The data represents transients recorded with a Keysight 63GHz real time oscilloscope. The data represents the output from fast 35GHz and 50GHz diode base photo receivers detecting beat signals of two independent lasers. The filename "#A_Bnm_Cnm_Dus.h5" contains the following information: - A is the number of the measurement<br> - B is the bandwidth of the FDML output in nanometers<br> - C is the wavelength of the CW laser in nanometers<br> - D is the length of the measurement in micrometers The data set "#9_80nm_1290nm_200us.h5" is shown in:<br> - Figure 4e (as Measurement 3) The data set "#10_80nm_1290nm_200us.h5" is shown in:<br> - Figure 4e (as Measurement 4) The data set "#17_40nm_1305nm_200us.h5" is shown in:<br> - Figure 2b, c, d, e<br> - Figure 3<br> - Figure 4a, b, c, d, e(as Measurement 1)<br> - Figure S2<br> - Figure S3<br> - Figure S4 The data set "#18_40nm_1305nm_200us.h5" is shown in:<br> - Figure 4e (as Measurement 2) Each dataset contains two collections of data.<br> One is the beatsignal between FDML laser and CW laser.<br> The second is the beatsignal between the two CW lasers during the measurement time of the first beat signal.
DOI: 10.5517/ccdc.csd.cc246dyq
title: CCDC 1972373: Experimental Crystal Structure Determination

description: Related Article: Yifeng Jiang|2019|CSD Communication|||
DOI: 10.1285/i22390359v29p481
title: Scientific controversies and popular science in translation. Rewriting, transediting or transcreation?

description: Over the centuries, the circulation of scientific ideas has been granted in one or a limited number of languages. Despite the advantages of avoiding a scientific Babel, popular science is largely communicated to the public using their first language(s), and is often the result of translation from other languages – most notably English. While science may partly be communicated to the public for information, at the leading edge of research it is often popularised for its newsworthiness and/or to involve the public in debates concerning social issues or political decisions. The question addressed in this paper is how the 'news' elements in popular science are mediated in the target language and culture and to what extent processes such as rewriting, transediting and transcreation are at work. Methods and strategies for science communication are compared and contrasted using an Italian and English parallel/comparable corpus of newspaper, magazine and news agency articles reporting on the recent scientific controversy over vaccines. Corpus articles are collected using the LexisNexis database. Data are checked against a small monitor corpus of key articles collected as the controversies developed. Within corpus texts, mediating strategies are tested and issues concerning the achievement of intended effects in scientific controversy popularizations are considered. The discourse of controversies will be investigated in translation as a test case for rewriting, transediting or transcreation with an eye to different audiences, while bearing in mind that the ease of communication and circulation of ideas may have blurred cultural specificities and impacted the presentation of scientific topics to some extent.
DOI: 10.5066/f7445kp4
title: Supporting data for two MWBMglacier applications to the Copper River basin in Alaska

description: These data can be used to replicate the application of MWBMglacier as described in two journal articles: 1) Enhancement of a parsimonious water balance model to simulate surface hydrology in a glacierized watershed (in review), and 2) Hydrologic regime changes in a high-latitude glacierized watershed under future climate conditions (doi:10.3390/w10020128). These simulations provide results from historical and 12 future general circulation model scenarios for the period 1949-2099 to determine the potential effects of climate change on the hydrology and water quality of a snow-dominated mountainous environment. In addition to the inputs and outputs, this Data Release includes summaries of the input and output data in netCDF format.
DOI: 10.6084/m9.figshare.17203898
title: Integrated power and gas system.xlsx

description: The dataset is bound to a paper. It illustrates the system constructure and unit parameters in the case study of the paper, which is an IEEE 14 power system and 20-node Belgium gas network. The data can also be extended to model the typical integrated power and gas system.
DOI: 10.11583/dtu.19672470
title: Insulation Thickness Optimizer, ITO

description: The Excel file contains an interactive tool, ITO, standing for "Insulation Thickness Optimizer". The purpose is to make it quick and straightforward to identify the insulation thickness with minimum CO2 emissions. The tool is developed for Copenhagen, nine Greenlandic destinations and eight insulation products. <br> The necessary inputs are: - The building location - The insulation type - How the waste is handled - ESL, Estimated Service Life of the building <br> These basic inputs produce the following outputs: - Eopt, the minimum possible emissions - dopt, the corresponding insulation thickness to Eopt <br> Formulas, inputs and parameters can be adjusted for the tool, ITO, to fit any location, insulation material and other conditions. <br> To use the tool it is necessary to have a license for Excel. <br> The reference to the peer-reviewed article will be added when it has been published. <br> Please cite this work as: N.K. Friis. 2022. Insulation Thickness Optimizer, ITO. Dataset. Technical University of Denmark, 10.11583/DTU.19672470. <br> This work is licensed under a CCBY 4.0 license. <br> Contact: Naja Kastrup Friis, https://orcid.org/0000-0002-1371-573X nfri@dtu.dk
DOI: 10.5066/f7891530
title: Cottonwood Lake Study Area - Invertebrate Weights

description: This dataset contains aquatic macro-invertebrate sampling data (weights) for wetlands in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This dataset is part of the Missouri Coteau Wetland Ecosystem Observatory database that is a collection of abiotic and biotic data documenting biotic and abiotic responses to long-term climate and land-use change in the Prairie Pothole Region (PPR) of the U.S. The PPR has a naturally dynamic climate that is characterized by extended wet and dry periods, and its wetlands have spatially variable hydrologic and biotic traits. The Cottonwood Lake Study Area in Stutsman County, North Dakota contains wetlands representative of multiple positions along a hydrologic continuum, from groundwater recharge to discharge. The extensive history of data collection in the Cottonwood Lakes Study Area provides a unique opportunity to assess the impact of climate variability on ecosystem health and productivity.
DOI: 10.5066/p9skciuw
title: Nutrient Addition Experiment in the Sacramento River Deep Water Ship Channel

description: Data were collected in the Sacramento River Deep Water Ship Channel (West Sacramento, CA) in support of a whole-ecosystem experiment investigating whether phytoplankton production and biomass would respond to nitrate additions, which could potentially be exported to food-limited regions in the Sacramento-San Joaquin Delta. The experiment was conducted from July 2 to September 18, 2019. Publications presenting ecosystem metabolism and hydrodynamic results from the experiment are under review, and a publication presenting the overall experiment results is in process. Continuous discharge and water quality data collected at USGS stations in the study area during the experiment are availble on NWISWeb: Site 5: https://waterdata.usgs.gov/nwis/inventory/?site_no=383114121350601&agency_cd=USGS CM73: ?https://waterdata.usgs.gov/nwis/inventory/?site_no=383019121350701&agency_cd=USGS ?Site 3: https://waterdata.usgs.gov/nwis/inventory/?site_no=382934121350601&agency_cd=USGS
DOI: 10.5281/zenodo.4563310
title: Experimental data from "Finding Broken Linux Configuration Specifications by Statically Analyzing the Kconfig Language"

description: Experimental data from "Finding Broken Linux Configuration Specifications by Statically Analyzing the Kconfig Language"
DOI: 10.5281/zenodo.4889055
title: Artifacts for "Demystifying "Bad" Error Messages in Data Science Libraries".

description: Artifacts for the manuscript "Demystifying "Bad" Error Messages in Data Science Libraries", including the Python scripts for data collection and the qualitative results. See readme.md for more details.
DOI: 10.5281/zenodo.5083417
title: Data-Driven Extract Method Recommendations: A Study at ING: Appendix

description: The appendix of our FSE 2021 industry track paper.
DOI: 10.25405/data.ncl.19626843.v2
title: Data supporting publication: Phase transition dimensionality crossover from two to three dimensions in a trapped ultracold atomic Bose gas

description: Data to support the publication "Phase transition dimensionality crossover from two to three dimensions in a trapped ultracold atomic Bose gas" Article DOI: 10.48550/ARXIV.2204.10120 <br> In summary, this data contains: - 1 README (.txt) - 4 data files (.mat) - 1 MATLAB script (.m) - 1 Julia script (.jl) - 1 Font file (.ttf) <br> We include a README file which demonstrates to the reader the exact contents of the files contained herein and the names and sizes of each variable included. It additionally explains how a reader can generate each of the figures. <br> There are 4 data files with the extension ".mat". Three of these pertain to the wavfunction data included in Figure 1, the other file "figure_data.mat" contains the rest of the data used in this project plotted in figures 2-7. <br> There is one MATLAB script "gen_figure1.m" which a reader can run on their own computer to generate figure 1 of the publication. <br> There is one Julia script "generate_plots.jl" which a reader can run on their own computer to generate figures 2-7 from the publication. <br> There is one font file "OpenSans-Bold.ttf" which is used to exactly copy the fonts used in the sublabels of figures 2,3,5,6. <br> If a reader encounters any problems or has any questions about this dataset, they are encouraged to contact n.a.l.keepfer1@newcastle.ac.uk <br>
DOI: 10.5281/zenodo.1196298
title: Test Data For C-Qtl Analysis Of Barley Recombinant Chromosome Substitution Lines

description: This data shows the testing of C-QTL approach to visualise the influence of ensembles of groups of genetic markers on plant traits from a selection of  Recombinant Chromosome Substitution Lines. The analysis was performed on of 29 genotypes and two traits: Heading Date and plant height. For heading date, the two major QTLs on 2H and 7H associated with heading date using the REML approach (de la Fuente Canto 2016) are also detected using the CQTL analysis, getting the highest 'rank' or score with this approach. Similarly, marker main effect for plant height at the region of the sdw1 seems to be detected with the CQTL analysis.
DOI: 10.5281/zenodo.5079076
title: ETCR-Elasticsearch Dataset

description: This is the ETCR-Elasticsearch dataset artifact from our paper "Exploit Those Code Reviews! Bigger Data for Deeper Learning" (https://doi.org/10.1145/3468264.3473110), which was accepted for the demonstrations track at ESEC/FSE 2021.
DOI: 10.15482/usda.adc/1373297
title: Data from: Retrospective Analysis of a Classical Biological Control Program
DOI: 10.34740/kaggle/ds/2271186
title: Naturalistic driving data sets for ICRDS
DOI: 10.3886/icpsr01322
title: Oil Price Volatility and U.S. Macroeconomic Activity
title: Archival Version

description: Oil shocks exert influence on macroeconomic activity through various channels, many of which imply a symmetric effect. However, the effect can also be asymmetric. In particular, sharp oil price changes "either increases or decreases" may reduce aggregate output temporarily because they delay business investment by raising uncertainty or induce costly sectoral resource reallocation. Consistent with these asymmetric-effect hypotheses, the authors find that a volatility measure constructed using daily crude oil futures prices has a negative and significant effect on future gross domestic product (GDP) growth over the period 1984-2004. Moreover, the effect becomes more significant after oil price changes are also included in the regression to control for the symmetric effect. The evidence here provides economic rationales for Hamilton's (2003) nonlinear oil shock measure: It captures overall effects, both symmetric and asymmetric, of oil price shocks on output.
description: Datasets: 
 
 DS1: Dataset
description: (1) The files submitted are the program file 0511hgp.tsp and the data file 0511hgd.XLS. (2) These data are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the investigator(s) if further information is desired.
DOI: 10.5281/zenodo.5947076
title: Linking Problem Landscape Features with the Performance of Individual CMA-ES Modules - Data

description: This repository contains the performance data used in the paper "Linking Problem Landscape Features with the Performance of Individual CMA-ES Modules". The configurations run are in 'dt_run_confs.csv', and each other csv-file corresponds the the AUC values of one of these configurations. The script used to generate the full performance data is included in 'generate.py', and the processing using IOHanalyzer is shown in 'script.R'
DOI: 10.6084/m9.figshare.3180166
title: Austrian Science Fund (FWF) Publication Cost Data 2015

description: Following the approach for the datasets in 2013 (http://dx.doi.org/10.6084/m9.figshare.988754) and 2014 (https://dx.doi.org/10.6084/m9.figshare.1378610.v14), the Austrian Science Fund (FWF) is making the publication costs spent in 2015 (esp. for Open Access) publically available.The dataset includes payments for publications of authors funded by the Austrian Science Fund (FWF) via following programmes:"Peer-Reviewed Publications": https://www.fwf.ac.at/en/research-funding/fwf-programmes/peer-reviewed-publications/"Stand-Alone Publications": https://www.fwf.ac.at/en/research-funding/fwf-programmes/stand-alone-publications/
DOI: 10.18434/m32199
title: Archival version of potter

description: An archival version of the potter C++ library for integrating potentials to obtain virial coefficients.