cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15485/1987518
title: Modeled sub-hourly nitrate concentrations in subsurface water across a salt marsh system in Elkhorn Slough, California

description: Salt marshes are dynamic hydrologic systems where terrestrial groundwater, terrestrial surface water, and seawater mix due to bi-directional flows and pressure gradients. Salt marshes are known to remove excess nitrate from water thereby improving water quality in coastal systems. However, our knowledge of the short-term processes (e.g., intra-tidal) in salt marshes is limited. Further, we lack knowledge about how these short-term dynamics may change as a function of seasonality. To address this knowledge gap, we develope a sampling methodology that allowed us to continuously measure nitrate in subsurface water at three different depths across three marsh elevations at sub-hourly time steps. Here we present a data table with the results of nitrate in porewater across the three salt marsh elevations (information in the data set). We analyzed nitrate with a s::can spectrophotometer. We used the UV-Vis absorbance of the samples to calculate nitrate concentrations using a local calibration library. More information about the methodology can be found in Grande et al (2023). Seasonal and Tidal Variations in Hydrologic Inputs Drive Salt Marsh Porewater Nitrate Dynamics, Hydrological Processes.
DOI: 10.12770/12cfed8d-7645-442b-b8ef-a8d08decbaed
title: IWWOC Global Ocean Directional Wave Parameters Level 2S from SWIM onboard CFOSAT

description: The main objective of the SWIM Level 2S (L2S) product is to provide along-track directional wave spectra measures, as well as the integrated parameters of the associated wave systems (wave length, significant wave height, direction), over the global ocean, as observed with SWIM instrument onboard CFOSAT. CFOSAT (Chinese French Ocean SATellite) is a french-chinese mission launched in 2018, whose aim is to provide wind (SCAT instrument) and wave (SWIM instrument) measurements over the sea surface. The wave spectra and their associated partitions are provided independently for each SWIM incidence (from 2° to 10°), together with the sigma0 resampled at a 20m resolution. They are complemented with information from the nadir beam such as the sigma0, wind speed, significant wave height or rain flag. The SWIM level 2S (L2S) product is generated in delayed mode, a few days after acquisition. It complements the Near-Real Time (NRT) L2 product delivered by the CWWIC center by providing an alternative and evolutive processing to test and implement quickly new algorithms for the wave inversion over the whole mission archive. These evolutions may take advantage of better ancillary data not available in NRT (ice mask product, best estimates of wind or wave model), of the combination with wind measurements from the onboard SCAT scatterometer. The product is also designed to handle complex situations such as coastal areas and heterogeneous seas. These complex situations are by nature of particular scientific interest (e.g. wind wave interactions, wave evolution in coastal region). In order to be informed about changes and to help us keep track of data usage, we encourage users to register at: https://forms.ifremer.fr/lops-siam/access-to-iwwoc-cfosat-data/ The SWIM L2S product is generated and distributed by Ifremer / CERSAT in the frame of the Ifremer Wind and Wave Operation Center (IWWOC) co-funded by Ifremer and CNES and dedicated to the processing of the delayed mode data of CFOSAT mission.
DOI: 10.5066/f7v98691
title: Database of earthquake ground motions from 3-D simulations on the Salt Lake City of the Wasatch fault zone, Utah

description: This dataset consists of the processed ground motions from 96 earthquake rupture scenarios for M7 earthquakes on the Salt Lake City segment of the Wasatch fault. Details about the simulation method, ground motion variability and sensitivity of the ground motions to the kinematic rupture parameters are described in the accompanying manuscript. Simulated data is distributed as 5-percent damped response spectral accelerations that support the conclusions of the accompanying manuscript.
DOI: 10.5281/zenodo.2658728
title: GTDB and RefSeq-RDP databases parsed for species assignment

description: GTDB and RefSeq-RDP databases parsed for the <em>addSpecies()</em> dada2 function. Both databases were parsed with `parsing_DB_dada2_spp_assign.py` python script using as input both databases downloaded at: https://zenodo.org/record/2541239#.XM2UgCOZPOQ. The python script and a detailed description explaining the code and databases versions can be found at: https://github.com/antonioggsousa/GTDB-RefSeq-RDP-assign-spp-dada2
DOI: 10.5281/zenodo.6957246
title: Submesoscale motions driven by down-front wind around an anticyclonic eddy observed by gliders

description: This datasets was used in the study named 'Submesoscale motions driven by down-front wind around an anticyclonic eddy observed by gliders'. It contains glider data. Please let me know if you need any more information.
DOI: 10.5281/zenodo.7545956
title: SUMMA/mizuRoute model configurations, parameters, and ensemble statistics for representative cryosphere basins

description: Meteorological forcing is a major source of uncertainty in hydrological modeling. The recent development of probabilistic large-domain meteorological datasets enables convenient uncertainty characterization, which however is rarely explored in large-domain research. Tang et al. (2023) analyze how uncertainties in meteorological forcing data affect hydrological modeling in 289 representative cryosphere basins by forcing the Structure for Unifying Multiple Modeling Alternatives (SUMMA) and mizuRoute models with precipitation and air temperature ensembles from the Ensemble Meteorological Dataset for Planet Earth (EM-Earth). EM-Earth probabilistic estimates are used in ensemble simulation for uncertainty analysis. The results reveal the magnitude, spatial distribution, and scale effect of uncertainties in meteorological, snow, runoff, soil water, and energy variables.
description: {"references": ["Guoqiang Tang, Martyn P. Clark, Wouter J. M. Knoben, Hongli Liu, Shervan Gharari, Louise Arnal, Hylke E. Beck, Andrew W. Wood, Andrew J. Newman, Simon Michael Papalexiou. The impact of meteorological forcing uncertainty on hydrological modeling in cryosphere basins: A global analysis. Water Resources Research. 2023"]}
DOI: 10.5281/zenodo.7845506
title: A physical perspective of recurrent water quality degradation: a case study in the Jiangsu coastal waters, China

description: This dataset is created for manuscript entitle of <strong>A physical perspective of recurrent water quality degradation: a case study in the Jiangsu coastal waters, China</strong> submitted to <em>Journal of Geophysical Research: Oceans</em>. This dataset should not be used without agreement from authors before the paper published.
DOI: 10.5281/zenodo.8137551
title: Data for "Charge-state lifetimes of single molecules on few-monolayer-thin insulating films"

description: Data for: Charge-state lifetimes of single molecules on few-monolayer-thin insulating films
DOI: 10.5281/zenodo.8150902
title: Processed data for Microdiversity of the Vaginal Microbiome is Associated with Preterm Birth.

description: Processed data for the manuscript Microdiversity of the Vaginal Microbiome is Associated with Preterm Birth.
DOI: 10.5523/bris.28uchsdpmub118uex26ylacqm
title: EAGLE eczema consortium GWAS summary statistics

description: EAGLE eczema consortium GWAS summary results, from Paternoster et al. 2015 Nature Genetics (doi:10.1038/ng.3424). Results are published for the European-only and multi-ancestry atopic dermatitic GWAS analyses. Results are excluding 23andMe data. Please read the AD_GWAS_README.txt file for more information.
DOI: 10.6073/pasta/a5876073c8c1359fde7ca3aedc91e230
title: Daily measurement summaries from Explorers Cove Meteorological Station (EXEM), McMurdo Dry Valleys, Antarctica (1997-2020, ongoing)

description: As part of the McMurdo Dry Valleys Long Term Ecological Research program, meteorological data are collected from various locations throughout the McMurdo Dry Valleys of Antarctica. This package contains daily measurement summaries derived from 15-minute data generated by the Explorer's Cove Meterological Station (EXEM), located in Taylor Valley (Latitude: -77.5887, Longitude: 163.4175, Elevation: 25 meters above sea level). EXEM was acquired from USGS in 1997, during the 97/98 field season.
DOI: 10.6073/pasta/b99bb930735c556638f2a72c83287296
title: Daily measurement summaries from Lake Fryxell Meteorological Station (FRLM), McMurdo Dry Valleys, Antarctica (1993-2019, ongoing)

description: As part of the McMurdo Dry Valleys Long Term Ecological Research program, meteorological data are collected from various locations throughout the McMurdo Dry Valleys of Antarctica. This data package contains daily measurement summaries derived from 15-minute data generated by the Lake Fryxell Meteorological Station (FRLM), located in Taylor Valley. BOYM was established in 1993, during the 93/94 field season.
DOI: 10.6073/pasta/d1be9c183291549e43236c3f7872ec28
title: MCR LTER: Coral Reef: Long-term Population and Community Dynamics: Other Benthic Invertebrates, ongoing since 2005

description: The data presented here are the abundances of the major invertebrate herbivores and corallivores on Moorea coral reefs. Abundances are estimated in 4 fixed quadrats along 5 permanent transects at each of 4 habitats at 2 sites on each of the 3 shores of Moorea each year. Counts are made in one-meter-squared quadrats. This material is based upon work supported by the U.S. National Science Foundation under Grant No. OCE 16-37396 (and earlier awards) as well as a generous gift from the Gordon and Betty Moore Foundation. Research was completed under permits issued by the French Polynesian Government (Délégation à la Recherche) and the Haut-commissariat de la République en Polynésie Francaise (DTRT) (Protocole d'Accueil 2005-2022). This work represents a contribution of the Moorea Coral Reef (MCR) LTER Site.
DOI: 10.17632/x3stxdd4pz.1
title: Flux of Rn and CO2  at the Anninghe and Xiadian fault zones before and after the active source excitation 

description: Flux of Rn and CO2  measured at the Anninghe and Xiadian fault zones before and after the active source excitation. The flux of Rn and CO2 increase from pre-earthquake to post-earthquake.
DOI: 10.5067/w0ohit0ram8o
title: Sounder SIPS: AQUA AIRS IR + MW Level 2 CLIMCAPS: Cloud Cleared Radiances V2
DOI: 10.5281/zenodo.6395387
title: Reduced Net CO2 Uptake During Dry Summers in a Boreal Shield Peatland

description: This dataset contains daily growing season measurements of CO2 flux and ancillary measurements at a Boreal Shield peatland in Ontario, Canada. A detailed description of the dataset can be found in the accompanying publication McDonald et al. (Journal of Geophysical Research - Biogeosciences, submitted)
DOI: 10.5281/zenodo.8041812
title: Developing a Physics-informed Deep Learning Model to Simulate Runoff Response to Climate Change in Alpine Catchments

description: This data archive includes the source code of EXP-HYDRO, standard DL, hybrid-J, and hybrid-Z models, as well as simulated daily runoff (mm/d) of all five models in the paper at the three subbasins in the source region of the Yellow River. For more details please see the publication. Please cite the paper as follows: Zhong, L., Lei, H., & Gao, B. (2023). Developing a physics-informed deep learning model to simulate runoff response to climate change in Alpine catchments. Water Resources Research, 59, e2022WR034118. https://doi. org/10.1029/2022WR034118
DOI: 10.5285/2fb02ed4-5f50-4c14-aeec-27ee13aafc38
title: Magnetotelluric and Transient Electromagnetic data from the Main Ethiopian Rift

description: This data set includes the original time series collected with broadband and long-period MT instruments during two field seasons in 2016 and 2017 by a team of researchers from the University of Edinburgh, UK and the Institute for Geophysics, Space Science and Astronomy at Addis Ababa university, Ethiopia. For the magnetotelluric stations, processed transfer functions are included in the edi file format. The time series data is provided both in the original raw data format and an ascii version. We provide information on the locations and the processing and include the necessary instrument response functions and metadata to reproduce our results from the raw data.
DOI: 10.6073/pasta/75f27f49b1ea89de027d69c8697658b9
title: Jornada Experimental Range permanent quadrat chart data beginning 1915 - plant density
DOI: 10.6073/pasta/9e7e6dc9c9d8f72e9e0bca07a1e76ccd
title: Ground Arthropod Community Survey in Grassland, Shrubland, and Woodland at the Sevilleta National Wildlife Refuge, New Mexico (1992-2004)

description: This data set contains records for the numbers of selected groups of ground-dwelling arthropod species and individuals collected from pitfall traps at 4 sites on the Sevilleta NWR, including creotostebush shrubland, both black and blue grama grasslands, and a pinyon/juniper woodland. Data collections begin in May of 1989, and are represented by subsequent sample collections every 2 months. One site (Goat Draw/Cerro Montosa) was discontinued in 2001, and a new site (Blue Grama) was initiated . Only three sites, creosotebush, black grama, and blue grama were continued between 2001-2004.
DOI: 10.6073/pasta/f19a93a5c6879a9380c394dabbf2db3a
title: Pinon-Juniper (Core Site) Quadrat Data for the Net Primary Production Study at the Sevilleta National Wildlife Refuge, New Mexico (2003-present )
DOI: 10.6073/pasta/f8aa046f7bb6533bb2cb52a64cdfb996
title: SGS-LTER Effects of grazing on ecosystem structure and function (GZTX): Vegetation basal cover on the Central Plains Experimental Range, Nunn, Colorado, USA 1992-2011, ARS Study Number 32

description: This data package was produced by researchers working on the Shortgrass Steppe Long Term Ecological Research (SGS-LTER) Project, administered at Colorado State University. Long-term datasets and background information (proposals, reports, photographs, etc.) on the SGS-LTER project are contained in a comprehensive project collection within the Digital Collections of Colorado (http://digitool.library.colostate.edu/R/?func=collections&collection_id=3429). The data table and associated metadata document, which is generated in Ecological Metadata Language, may be available through other repositories serving the ecological research community and represent components of the larger SGS-LTER project collection. When the CPER was established in 1939, researchers constructed a .5-1 ha grazing exclosure in each of the pastures. These areas have remained protected from grazing for the past 70 years. The remaining areas have been grazed for the past 20+ years. This collection of pastures and exclosures provided an extraordinary opportunity to reinitiate grazing and protection, and evaluate the balance between degradation and aggradation. We proposed to rearrange fences and expose areas to grazing that have been protected for 50 years, and protect areas from grazing that had been grazed for 50 years. The combinations of grazing conditions were: 1. Long-term protection 2. Long-term grazing (moderate) 3. 50 years of protection followed by grazing 4. 50 years of grazing followed by protection Net primary production, nitrogen dynamics, cattle utilization, and community dynamics of vegetation were measured. Additional information and referenced materials can be found: http://hdl.handle.net/10217/85596.
DOI: 10.6084/m9.figshare.19844755
title: Dataset and analyses of global reptile bioregions

description: Dataset and scripts used to run the analyses of global reptile bioregions and the comparison among regionalisations of different vertebrate grooups. <br> The dataset contains the following files: <br> - "Reptile distribution & phylogeny.Rdata": Rdata file containing four objects. 1) "comm": matrix of reptile species presence in 200 x 200 km cells across the globe; 2) "coo": coordinate of centroids of the 200 x 200 km cells; 3) "tree": phylogeny for the 9016 reptile species included in this study; 4) "coastline": global coastline used to refine the output of analyses of raster data. Species ranges were retreived from an updated version (1.5) of the "Global Assessment of Reptile Distributions" [Roll, U. et al. The global distribution of tetrapods reveals a need for targeted reptile conservation. Nat. Ecol. Evol. 1, 1677–1682 (2017)]. Phylogenetic data were retrieved from an inference-based phylogenetic tree [Tonini, J. F. R., Beard, K. H., Ferreira, R. B., Jetz, W. & Pyron, R. A. Fully-sampled phylogenies of squamates reveal evolutionary patterns in threat status. Biol. Conserv. 204, 23–31 (2016)]. <br> - "Defining global reptile bioregions.R": script used to define global reptile bioregions. It includes a modified version of the "phylo.beta.pair()" function (R package "betapart"), that avoids the need of huge amount of RAM and allows a more efficient calculation of philogenetic beta diversity by identifying duplicate communities and running calculations in parallel. To run, this script needs "Reptile distribution & phylogeny.Rdata". <br> - "Bioregions.zip": Bioregions of the different vertebrate groups compared in the current work (reptile, amphibians, birds, mammals) in shapefile format. For each group, we provide two shapefiles, showing realms and regions. <br> - "Random regions example.R": Script of example to test the significance of V-measure values through null-models. The example is performed on shallow regions, but the same script can be applied to any regionalisation. To run, this script needs "Bioregions.zip" to be extracted in the working directory.
DOI: 10.6084/m9.figshare.23550102.v1
title: Supplementary Table S1-S3 for research article "A Machine Learning Based-Approach to Predict the Water Content of Mid-Ocean Ridge Basalts"

description: Table S1. Compilation of global MORB glasses with measured H<sub>2</sub>O contents (After filtering) Table S2. Compilation of global MORB glasses with H<sub>2</sub>O contents predicted by the Random Forest Regression model Table S3. Predicted H<sub>2</sub>O contents of nine MORB glasses from the Garrett Transform Fault
DOI: 10.1285/i20705948v15n1p249
title: Exploring essential variables for successful and unsuccessful football teams in the "Big Five" with multivariate supervised techniques

description: This research proposes multivariate techniques for discovering the game actions that contribute to the final ranking of football teams. This study uses data from the “Big Five” teams that competed in the Bundesliga First Division, Premier League, LaLiga, Ligue 1, and Serie A in the 2018-2019 season. The principal component analysis is used for outlier detection and for providing an overall preliminary insight. The statistically significant game actions of the top and bottom teams were studied using three supervised multivariate techniques, namely the partial least squares discriminant analysis, random forest and logistic regression. The partial least squares discriminant analysis model best identifies the variables with the most statistically significant contribution to a team's success or failure. The results were compared with those obtained using two-sample univariate tests (such as the Student's t-test or the Mann–Whitney test), demonstrating the advantages of mul tivariate approaches over univariate approaches. The results indicate that the top teams have both offensive and defensive power, and emphasise the high number of attacking actions; in contrast, the bottom teams have weak defences and few offensive actions.
DOI: 10.1285/i24212113v5i1p38
title: The role of community integration and empowerment for the transformative change in community mental health

description: The present article first presents a critique about the current status of the CMH field; and second based in theoretical and empirical literature it presents a perspective inspired by the inception of community psychology, namely the empowerment and community integration principles to offer a challenging framework to inspire reforms in CMH field. The article also discusses two major promising CMH practices: supported employment and independent housing with support, determinant for the transformation of the life conditions of the people experiencing mental illness while promoting people's empowerment and integration in the community. Concluding authors argue that CMH programs and practices focused on integration, together with self-representation movements, organizations or networks, aligned with the community psychology acting principles, have the potential to inform a renovated partnership within CMH stakeholders, and bring about sustainable change focused on the active citizenship for the people who experience mental illness.
DOI: 10.17632/gtk67w9kp7.1
title: Exact shell solutions for conical springs. III.  Belleville springs with variable thickness

description: In the current dataset, we examine the Belleville spring with the variable thickness. The thickness is assumed to be variable along the meridional and parallel coordinates of conical coordinate system. The calculation of the Belleville springs includes the cases of the free gliding edges and the edges on cylindric curbs, which constrain the radial movement. The equations developed here are based on common assumptions and are applicable to the industrial calculations.
DOI: 10.25430/researchdata.cab.unipd.it.00000762
title: Analysis of Organic Matter Decomposition in the Salt Marshes of the Venice Lagoon (Italy) Using Standard Litter Bags

description: Dataset for the Analysis of Organic Matter Decomposition in the Salt Marshes of the Venice Lagoon (Italy) Using Standard Litter Bags
DOI: 10.26179/5cad45a7cb140
title: Quantitative Diatom data collected from the 2017 RV Investigator voyage, IN2017_V01
DOI: 10.3886/icpsr05019.v1
title: Black Africa Handbook
title: Version 1

description: This study contains data on the political, social, economic, religious, ecological, and demographic characteristics of 32 Black African nations in the late 1950s and 1960s. Data are provided on political regime characteristics, such as the existence and nature of political parties, elections, the nature of the judicial system, the extent of government influence, and the occurrence of riots, civil violence, terrorist activities, civil wars, irredentist movements, and coup d'etats. Economic variables provide information on government revenues, government expenditures, gross domestic capital formation, public investment as a percentage of the gross domestic product (GDP), gross national product (GNP), defense budgets, energy, investment, labor, number of wage earners as a percentage of active population, industrial production, electricity production, per capita energy consumption, educational expenditures, economic welfare, consumer price index, international economic aid, total international trade, imports and exports, agriculture, and membership in major African multilateral economic organizations. Also included is information on the military and security systems, Africanization of the army officer corps, international relations, membership in nongovernmental organizations (NGOs), communication and transportation, and social welfare. Other variables provide information on population estimates and characteristics, population density, settlement patterns, cultural pluralism, language, religion, primary and secondary school enrollment, family organization, patrilineal kin groups, class stratification, and the number of physicians per population.
description: Datasets: 
 
 DS1: Dataset
description: A total of 32 African nations in the late 1950s and late 1960s.
DOI: 10.5281/zenodo.7407759
title: Observed and deweathered source concentrations of black carbon (BC) in Tianjin, China in 2017-2020

description: This dataset contains 1) the output of a Dispersion Normalized Positive Matrix Factorization (DN-PMF) modeling of a long-term BC dataset measured in Tianjin, China, and 2) the deweathered source contributions of the six identified BC sources.