cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9rvpjwe
title: DSWEmod surface water map composites generated from daily MODIS images - California

description: USGS researchers with the Patterns in the Landscape ? Analyses of Cause and Effect (PLACE) project are releasing a collection of high-frequency surface water map composites derived from daily Moderate Resolution Imaging Spectroradiometer (MODIS) imagery. Using Google Earth Engine, the team developed customized image processing steps and adapted the Dynamic Surface Water Extent (DSWE) to generate surface water map composites in California for 2003-2019 at a 250-m pixel resolution. Daily maps were merged to create 6, 3, 2, and 1 composite(s) per month corresponding to approximately 5-day, 10-day, 15-day, and monthly products, respectively. The resulting maps are available as downloadable files for each year. Each file includes 72, 36, 24, or 12 bands that coincide with the number of maps generated in the 5-day, 10-day, 15-day, and monthly products, respectively. The bands are ordered chronologically, with the first band representing the beginning of the calendar year and the last band representing the end of the year. The maps for each scenario are labeled according to year and product type. There are 17 GeoTIF (.tif) raster data files for each composite product. The document included as part of the data release includes the Google Earth Engine Javascript code, which can be used online (https://code.earthengine.google.com/) to generate DSWEmod maps for any location in the conterminous United States. The code block includes comments to explain how each step works.
DOI: 10.5066/p9f6ha3m
title: FiCli: Fish and Climate Change Database (2021 Update)

description: Inland fishes provide important ecosystem services to communities worldwide and are especially vulnerable to the impacts of climate change. Fish respond to climate change in diverse and nuanced ways which creates challenges for practitioners of fish conservation, climate change adaptation, and management. Although climate change is known to affect fish globally, a comprehensive online, public database of how climate change has impacted inland fishes worldwide and adaptation or management practices that may address these impacts does not exist. We conducted an extensive, systematic primary literature review to identify peer-reviewed journal publications describing projected and documented examples of climate change impacts on inland fishes. From this standardized Fish and Climate Change database, FiCli, researchers and managers can query fish families, species, response types, or geographic locations to obtain summary information on inland fish responses to climate change and recommended management actions. The FiCli provides access to comprehensive published information to inform inland fish Inland fishes provide important ecosystem services to communities worldwide and are especially vulnerable to the impacts of climate change.
DOI: 10.5066/p91bexpc
title: Occurrence of plants in plots along the Gunnison River, Colorado, 1990-2017

description: In 1990 the US Geological Survey Fort Collins Science Center and National Park Service Water Resources Division established 133 permanent 1meter (m) X 2 m plots along the Gunnison River near Warner Point in Black Canyon of the Gunnison National Park. A one-dimensional hydraulic model was calibrated to determine the inundation necessary to inundate each plot, and this can be combined with daily flow data to determine the inundation duration or percentage of time a plot is under water. Occurrence of all plant species in these plots was determined in late July of 1990, 1994, 2001, 2006 and 2013. This data set includes 3 csv files of plot data. One file gives characteristics of plots, including plot name, inundating discharge, mean number of species occurring in the plot, mean vegetative cover, Mean Sorensen Index and mean inundation duration with flows exponentially weighted for recency using a half-life of 1.5 years. A second file gives characteristics of all the plant species that have occurred in the plots including scientific and common names, plant family, life span, occurrence of rhizomes, height, total occurrences across years, median inundating discharge of plots containing the plant, half-life for exponential weighting of flows selected by regressions relating species occurrence to flow in each sample year, slope, probability and variance of half-life regressions, and the optimum inundation duration, probability and variance of logistic regressions relating occurrence of species in all sample years to flow. A third file documents occurrence of species in plots in all five sample years as well as the inundation duration, number of species and total vegetative cover in each plot in each sample year. The 1990 data were interpreted by Auble et al. (1991 and 1994), and all five years of data were interpreted by Friedman et al. (2022). This data set also includes a library of repeat views of the river bars containing the plots photographed from the same set of 21 camera locations in 1990, 1994, 2001, 2006, 2013 and 2017, a total of 117 images. Finally, this data set also includes a csv file listing the years each view was photographed and the approximate latitude and longitude of each camera location.
DOI: 10.5066/p9mvepp4
title: Presence and abundance data and models for four invasive plant species

description: We developed habitat suitability models for four invasive plant species of concern to Department of Interior land management agencies. We generally followed the modeling workflow developed in Young et al. 2020, but developed models both for two data types, where species were present and where they were abundant. We developed models using five algorithms with VisTrails: Software for Assisted Habitat Modeling [SAHM 2.1.2]. We accounted for uncertainty related to sampling bias by using two alternative sources of background samples, and constructed model ensembles using the 10 models for each species (five algorithms by two background methods) for four different thresholds. This data bundle contains the presence and abundance merged data sets to create models for medusahead rye, red brome, venanata and bur buttercup, the eight raster files associated with each species/ data type (presence or abundance), and tabular summaries by management unit (including each species/ data type combination). The data are organized in a separate folder for each species. Each of the rasters represent the following: 1) 0.01 - one percentile threshold 2) 0.01 - one percentile threshold with Restricted Environmental Conditions The bundle documentation files are: 1) 'AbundOccur.xml' (this file) which contains FGDC metadata describing the fields in the CSV files 2) 'mergedDataset.csv' contains the merged data set used to create the models, including location and environmental data. 3) XX.tif where XX is the raster type explained above. 4) managementSummaries.csv is the tabular summaries by management unit.
DOI: 10.5066/p9ofmmcc
title: Data on the efficacy of deltamethrin flea control with small rodents on prairie dog colonies in Montana and Utah, 2001-2004

description: Data on the efficacy of deltamethrin flea control with small rodents on prairie dog colonies in Montana and Utah, 2001-2004. Data were collected on 12 colonies of 3 prairie dog (PD) species at 5 sites in Montana and Utah. PD species included black-tailed PDs (Cynomys ludovicianus, BTPDs), Utah PDs (C. parvidens, UPDs), and white-tailed PDs (C. leucurus, WTPDs). Sample sizes from 6 small rodents (Species in the data file) were sufficient for analysis: deer mice, grasshopper mice, Ord's kangaroo rats, hispid pocket mice, dark kangaroo mice, and sagebrush voles. Efficacy of deltamethrin was assessed by combing fleas from live-trapped, anesthetized rodents on paired dusted and non-dusted plots (binary variable for DeltamethrinDust in the data file) in split colonies or separate adjacent colonies. Sampling of fleas occurred simultaneously on paired plots, thereby controlling for flea phenology when comparing flea parasitism on dusted and non-dusted plots. Each rodent was anesthetized with isoflurane and combed for 30 seconds (s) to remove fleas. During sampling of small rodents, less than 1 flea was found in only 5% of cases. No fleas were found in 88% of cases. Thus, we concentrated on indices of flea prevalence (FleaPrev in the data file) defined as detection or non-detection of at least 1 flea (binary 0/1).
DOI: 10.5066/p9op5d76
title: Sagebrush recovery analyzed with a dynamic reference approach in southwestern Wyoming, USA 1985-2018

description: Identifying ecologically relevant reference sites is important for evaluating ecosystem recovery, but the relevance of references that are temporally static is unclear in the context of vast landscapes with disturbance and environmental contexts varying over space and time. This question is pertinent for landscapes dominated by sagebrush (Artemisia spp.) which face a suite of threats from disturbance and development but also have lengthy recovery times. Here, we applied a dynamic reference approach to studying and projecting recovery of sagebrush on former oil and gas well pads in southwestern Wyoming, USA, using over 3 decades of remote sensing data (1985-2018). We also used quantile regression to evaluate factors that may affect recovery including soils, weather, elevation, and well pad characteristics. We then created projections for percent recovery and years to recovery (relative to references and thresholds for greater sage-grouse [Centrocercus urophasianus] habitat) across the study area. This approach substantially increased our sample, and therefore inferential base, and illustrated benefits of using dynamic references and quantile regression to evaluate and project recovery of vegetation such as sagebrush. In this data release, we provide datasets used to fit models and projection maps for percent recovery and years to recovery across the study area and in areas identified as greater sage-grouse habitat.
DOI: 10.5066/p95dry7d
title: Trends in annual peak streamflow quantiles for 2,683 U.S. Geological Survey streamgages in the conterminous United States

description: Measures used to assess trends in the 10th, 50th, and 90th quantiles of annual peak streamflow from 1916-2015 at 2,683 U.S. Geological Survey stations and within 191 4-digit HUCs in the conterminous United States. Linear quantile regression was applied to the selected quantiles of log-transformed annual peak streamflow to represent trends for a range of flood frequencies from small, common floods to large, infrequent floods. Comparative trends in pairs of quantiles were characterized as coherent, convergent, or divergent by comparing the slopes of linear quantile regression equations.
DOI: 10.5066/p9uz4lq2
title: Constraints on marsh response to accelerating sea level rise

description: Here we provide data used to report on changes in tidal marsh elevation in relation to our network of 387 fixed benchmarks in tidal marshes on four continents measured for an average of 10 years. During this period RSLR at these marshes reached on average 6.6 mm yr-1, compared to 0.34 mm yr-1 over the past millennia. While the rate of sediment accretion corresponded to RSLR, the loss of elevation to shallow subsidence increased in proportion to the accretion rate. This caused a deficit between elevation gain and RSLR which increased consistently with the rate of RSLR regardless of position within the tidal frame, suggesting that long-term in situ tidal marsh survival is unlikely. While higher tidal range (&gt;3m) conferred a greater stability in measures of shoreline change and vegetation cover, other regions showed a tendency towards instability and retreat.
DOI: 10.5066/p9nvbzxo
title: Analytic-element groundwater-flow model of the Captain Jack Superfund Site, Boulder County, Colorado

description: The U.S. Geological Survey (USGS) used an analytic-element method (AEM) modeling approach to quantitatively understand groundwater dynamics at the Captain Jack Superfund Site, located in Boulder County, Colorado. The Captain Jack Superfund Site hosts extensive interconnected underground mine workings.The U.S. Environmental Protection Agency has instituted a remedial strategy of impounding water within the mine workings behind a hydraulic bulkhead in May 2018. The AEM is a grid-less modeling framework where multiple hydrologic stressors may be superimposed upon one another, resulting in a prediction of the bulk system response. This screening-level model could be used for evaluation of boundary conditions, hydraulic properties, and hydrologic compartmentalization and uses a probabilistic approach wherein uncertainty in multiple boundary conditions and hydraulic properties may be tested. The model is not expected to reproduce all observed water levels exactly, but instead is used to provide a framework for future data collection and modeling. This model archive contains model code, inputs, and example outputs for a single simulated scenario. The AEM for the Captain Jack Superfund Site was constructed in the Python programming language. This USGS data release contains all of the input and output files for the simulations described in the associated journal article (https://doi.org/10.1007/s12665-023-10797-3)
DOI: 10.3886/e134701
title: The Impact of Shutdown Policies on Unemployment During a Pandemic

description: We use high-frequency Google search data, combined with data on the announcement dates of non-pharmaceutical interventions (NPIs) during the COVID-19 pandemic in U.S. states, to isolate the direct impact of state-level NPIs on own-state unemployment in an event study framework. Exploiting the differential timing of the introduction of restaurant and bar limitations, non-essential business closures, stay-at-home orders, large-gatherings bans, school closures, and emergency declarations, we analyze how Google searches for claiming unemployment insurance varied from day to day and across states. We describe a set of assumptions under which proxy outcomes can be used to estimate a causal parameter of interest when data on the outcome of interest are limited. Using this method, we quantify the share of overall growth in unemployment during the COVID-19 pandemic that was directly due to each of these state-level NPIs. We find that between March 14 and 28, restaurant and bar limitations and non-essential business closures can explain 6.0% and 6.4% of UI claims respectively, while the other NPIs did not directly increase own-state UI claims.
DOI: 10.3886/e134701v1
title: The Impact of Shutdown Policies on Unemployment During a Pandemic

description: We use high-frequency Google search data, combined with data on the announcement dates of non-pharmaceutical interventions (NPIs) during the COVID-19 pandemic in U.S. states, to isolate the direct impact of state-level NPIs on own-state unemployment in an event study framework. Exploiting the differential timing of the introduction of restaurant and bar limitations, non-essential business closures, stay-at-home orders, large-gatherings bans, school closures, and emergency declarations, we analyze how Google searches for claiming unemployment insurance varied from day to day and across states. We describe a set of assumptions under which proxy outcomes can be used to estimate a causal parameter of interest when data on the outcome of interest are limited. Using this method, we quantify the share of overall growth in unemployment during the COVID-19 pandemic that was directly due to each of these state-level NPIs. We find that between March 14 and 28, restaurant and bar limitations and non-essential business closures can explain 6.0% and 6.4% of UI claims respectively, while the other NPIs did not directly increase own-state UI claims.
DOI: 10.34740/kaggle/dsv/5103137
title: Political Polarization in US Congress
DOI: 10.5281/zenodo.7478589
title: Hetero-VZ Data Archive

description: This is the data archive.
DOI: 10.5281/zenodo.7478590
title: (Deleted) See newer version

description: See newer version.
DOI: 10.5281/zenodo.7479031
title: Hetero-VZ Data Archive

description: This is the data archive.
DOI: 10.5281/zenodo.7699345
title: Hetero-VZ Data Archive

description: This is the data archive.
DOI: 10.34740/kaggle/dsv/5100968
title: Arms Imports Per Country (1950-2020)
DOI: 10.6084/m9.figshare.22216645
title: Evaluating Factors Influencing Customers’ Intention to Eat Korean Cuisine “Samgyeopsal” in the Philippines

description: The raw data of research entitled "Evaluating Factors Influencing Customers’ Intention to Eat Korean Cuisine “Samgyeopsal” in the Philippines: A Structural Equation Model Forest Classifier Approach"
DOI: 10.34740/kaggle/dsv/5108075
title: Dataset, Images of symbols
DOI: 10.5063/f190227z
title: Climate data, host plants, length of leafhopper in typical karst areas of Guizhou, China

description: The climate and host plant data of Typhlocybinae species in Guizhou, China were investigated, and their representative species were photographed and measured by scanning electron microscopy.Attached Table1 Climate data in each plotAttached Table2 Leaf characteristics of host plants in each plotAttached Table3 Sample selection of scanning electron microscope photography Attached Table4 Length (μm) data measured by scanning electron microscope (mean ± SE) (N=3)
DOI: 10.21227/4sd5-y370
title: RawDataset(Q&A users)

description: Data on users' questions, answers, and recommendations (posting opinions) on knowledge search sites. Social networks can be established based on actions such as questions, answers, and recommendations from users, and can be used as data to analyze the constructed social network structure and calculate users' expertise and influence.
DOI: 10.15151/esrf-es-1041857625
title: Macromolecular crystallography at the Philipps University Marburg (MarBAG)

description: Located at the Philipps-University-Marburg and the Max-Planck-Institute for terrestrial Microbiology in Marburg, Germany, the MarBAG employs X-ray crystallography to reveal fundamental mechanisms of key biological processes involving synthesis, assembly and function of macromolecular machines and cellular structures (e.g. CO2-fixation pathways, flagellar biosynthesis, CRISPR-Cas Systems, cell-wall-related processes, phage-bacteria relationships). Furthermore, we are interested in plant-pathogen interactions and the function of nucleotide derived signalling molecules in cellular stress physiology and organization. A 200 keV cryo-electron microscope was recently installed at the UMR to complement our efforts to structurally characterize macromolecular complexes, which do not readily crystallize. Thus, we can now routinely screen and quality check samples for cryo-electron microscopy and produce structures of 3Å resolution.
DOI: 10.15151/esrf-es-1040732215
title: CO2 electroreduction under high current density conditions - an operando electrolyzer approach

description: A novel dendritic Bi2O3 catalyst for the electrochemical reduction of CO2 into formate is produced on a gas diffusion electrode (GDE). Our working hypothesis is that the (post) transition metal oxide precursor undergoes under CO2RR conditions a rapid transformation into a subcarbonate phase that is thermodynamically unstable at the applied potentials but kinetically stabilized through the continuous CO2 supply in the lectrolyzer. One goal of this project is to study the formation and spatio-temporal evolution of the active subcarbonate phase under operando conditions and its reduction into metallic Bi, e.g. when the CO2 supply is stopped under potential control. A further goal is to probe by tomography means the penetration of the aqueous electrolyte into the GDE and in particular into the ca. 25 micro meter thick porous catalyst film (water management).
DOI: 10.15151/esrf-es-1038849842
title: DNA and RNA incorporation into minerals: from origin of life to gene therapy

description: The interaction between DNA and biominerals is of key importance, as over the centuries it is known to enable the preservation of the organic molecules, encoding the hereditary information, and even give hints to origin of life. Herein, we propose to study the interaction of CaCO3 with nucleotides – the building blocks of DNA and RNA and to study how they get incorporate into the lattice of CaCO3 and what is the affect of this incorporation on the lattice. HR-PXRD measurements will allow us to study the interaction of single nucleotides as well as full DNA strands with inorganic CaCO3 crystals. We will be able to unravel the parameters which govern the incorporation of such molecules into the inorganic crystalline structure. This research can elucidate how such interaction enables the preservation of DNA over the years, as well as the use of CaCO3 in gene-realted medical applications such as gene targeting.
DOI: 10.15151/esrf-es-1052509046
title: Study of the macromolecular dynamics as a function of stretching in bio-based polymers

description: The objective of this study is consequently to measure in situ the evolution of the macromolecular dynamics as a function of both stretching conditions and strain. To achieve this goal X-ray Photon Correlation Spectroscopy (XPCS) measurements will be carried out as this technique is one of the few allowing such in situ measurements of relaxation times from milliseconds to tens of seconds, i.e. in the timescale of the polymer macromolecular dynamics. Another objective of this work is to develop the XCPS measurement technique on the D2AM beamline (now possible due to the enhancement of the beam coherence thanks to the EBS upgrade).
DOI: 10.15151/esrf-es-1052666396
title: Atomic structural coherence in Lead Halide Perovskite Superlattices

description: Lead Halide Perovskites (LHP) colloidal nanocrystals (NCs) easily self-assemble into ordered Superlattices (SLs) exhibiting uncommon collective emission properties (superfluorescence). LHP SLs also show atomic interference between NCs due to alignment of atomic planes, manifesting as multiple fringes of the 100 / 200 (cubic notation) X-ray peaks in 1D WAXS patterns. In our ongoing research on the topic, we investigate possible interplay between structural interference and collective emissive properties. Here, we intend to perform high-resolution in-situ and ex-situ combined 2D GIWAXS/specular diffraction experiments on fully inorganic / hybrid LHP NC SLs, aiming at: i) monitoring self-assembly from the early-stages taking place inside the colloidal suspension upon slow-solvent evaporation, to the final dried film, possibly exploring in-plane and out-of-plane atomic interference; ii) studying atomic interference in binary SLs grown ex-situ as sub-micrometer thick films.
DOI: 10.34740/kaggle/dsv/5108202
title: Elon Musk Tweets
DOI: 10.6084/m9.figshare.21758537
title: physiological measures and interval estimation on the research

description: Acute psychosocial stress weakens sense of agency in healthy adults
DOI: 10.6084/m9.figshare.21758537.v2
title: physiological measures and interval estimation on the research

description: Acute psychosocial stress weakens sense of agency in healthy adults
DOI: 10.6084/m9.figshare.21758537.v1
title: physiological measures and interval estimation on the research

description: Acute psychosocial stress weakens sense of agency in healthy adults
DOI: 10.5281/zenodo.7690038
title: Data for the manuscript named 'Altitude-dependence response near cusp region after solar wind variations'

description: Data for the manuscript named 'Altitude-dependence response near cusp region after solar wind variations p_shell_5.7Re_011012 is thermal pressure at 5.7 Re-shell, which was carried out in real-time solar wind conditions during 08:30-10:00UT (real-time-density run) p_shell_5.7Re_011012cd is thermal pressure at 5.7 Re-shell, which was carried out in real-time solar wind conditions except for solar wind density during 08:30-10:00UT (no-density-increasing run) “1_5.7Rshell_out.txt”time_latitude_out “1P_shell_5.7Re.csv”time_shell_5.7Re data range: MLT 08:00~16:00, latitude -90°~ -30°