cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12731054
title: Data for: Terrestrial land use signals on groundwater fauna beyond current protection buffers (Ecological Applications, 2024)

description: Original research article: Knüsel M., Alther R. & Altermatt F. (2024). Terrestrial land use signals on groundwater fauna beyond current protection buffers. Ecological Applications.
description: Terrestrial and aquatic ecosystems are tightly linked, with direct implications for applied resource management and conservation. It is well-known that human land use change and intensification of terrestrial systems can have large impacts on surface freshwater ecosystems. Contrastingly, the study and understanding of such land use impacts on groundwater communities is lagging behind. Both, the impact strength of land use on groundwater communities and the spatial extents at which such interlinkages are operating are largely unknown, despite our reliance on groundwater for drinking water extraction as a key ecosystem service. Here, we analysed groundwater amphipod occurrence from several hundred shallow groundwater aquifers used for drinking water extraction across a region of varying agricultural intensity and human population density in Switzerland. Despite drinking water extraction sites being generally built at locations with expected minimal above-ground impacts on water quality, we found a direct correlation between land use type and intensity within the surrounding catchment area and the locally measured nitrate concentrations, which is a direct proxy for drinking water quality. Furthermore, groundwater amphipods were more likely to be found at sites with higher forest coverage than at sites with higher crop and intensive pasture coverages, clearly indicating a tight connection between above-ground land use and groundwater biodiversity. Our results indicate that land use type effects on groundwater communities are most relevant and pronounced to spatial scales of about 400–1000 m around the groundwater sampling site. Importantly, the here identified spatial scale is 1.2 to 3 fold exceeding the average extent of currently defined groundwater protection zones. We postulate that incorporating an ecosystem-perspective into groundwater management strategies is needed for effective protection of groundwater quality and biodiversity.
description: Funding is from the Swiss National Science Foundation Grant No 31BD30_209583 (Biodiversa DarCo to FA), the Swiss Federal Office for the Environment (project “AmphiWell” to FA and RA) and the University of Zurich Research Priority Program on Global Change and Biodiversity (URPP GCB to FA).
DOI: 10.5281/zenodo.2558511
title: DMS-SAT_GLOBAL_MONTHLY_DMS_DMSPt_CLIM_v1.0.0

description: README file for the global DMS and DMSPt fields derived with DMS-SAT Martí Galí Tàpias, 2019-02-06 Questions and requests can be addressed to:<br> marti.gali.tapias@gmail.com Content and data sources<br> ========================<br> This dataset contains gobal fields of dimethylsulfide (DMS) and dimethylsulfoniopropionate in the sea surface layer, estimated with different remote sensing algorithms.<br> It is based on ocean colour data publicly available at https://oceancolor.gsfc.nasa.gov/.<br> Monthly climatological data are provided at 9 km, 1 and 5 degree resolutions on lat-lon grids.<br> Different satellite products have been used for chlorophyll_a and euphotic layer depth, as indicated in the names of the files: {Variable}_{PERIOD}_{algorithm}_{spatial resolution}_{chlorophyll product}_{euphotic layer product}.nc {chlorophyll product}: CHL corresponds to OC4-CI, GSM to Garver-Siegel-Maritorena.<br> {euphotic layer product}: KD490 corresponds to diffuse attenuation coefficient at 490 nm, ZLEE correspond to Lee et al. algorithm. Note that CHL is not used in VS07 although it appears in the file name. Please check Galí et al. 2018 Biogeosciences for details. This dataset is related to doi.org/10.5281/zenodo.2205131 References<br> ==========<br> Galí, M., Devred, E., Levasseur, M., Royer, S. J., & Babin, M. (2015). A remote sensing algorithm for planktonic dimethylsulfoniopropionate (DMSP) and an analysis of global patterns. Remote Sensing of Environment, 171, 171-184. https://doi.org/10.1016/j.rse.2015.10.012 Galí, M., Levasseur, M., Devred, E., Simó, R., & Babin, M. (2018). Sea-surface dimethylsulfide (DMS) concentration from satellite data at global and regional scales. Biogeosciences, 15(11), 3497-3519. https://doi.org/10.5194/bg-15-3497-2018 <br> How to cite<br> ===========<br> This dataset can be freely distributed, but please cite it using its DOI. When relevant, cite also the journal articles mentioned above. Acknowledgments<br> ================<br> I acknowledge NASA’s Ocean Biology Processing Group (OBPG) for making data freely available. ======<br> Enjoy!<br> Martí Galí Tàpias
description: {"references": ["Gal\u00ed et al. (2018). https://www.biogeosciences.net/15/3497/2018/bg-15-3497-2018.pdf"]}
DOI: 10.5281/zenodo.3055456
title: Comments on YouTube videos of top two Indian political parties named Indian National Congress and Bhartiya Janata Party

description: The datasets are taken from Various YouTube videos of top two Indian political parties named Indian National Congress and Bhartiya Janata Party.

Both the datasets are divided into two categories: -

Label 1- Positive

Label 2- Negative

All the labelling has been done manually.

<br>
 

<strong>Indian National Congress dataset:</strong>

Characteristics: Bivariate

Number of instances in dataset: 1998

Area of subject: Politics

Attribute characteristics of dataset: Real

Number of attributes: 2

Date donated: March, 2019

Task associated: Classification(binary)

Missing values: Null

<br>
 

<strong>Bhartiya Janata Party dataset:</strong>

Characteristics: Bivariate

Number of instances in dataset: 1952

Area of subject: Politics

Attribute characteristics of dataset: Real

Number of attributes: 2

Date donated: March, 2019

Task associated: Classification(binary)

Missing values: Null

<br>
 

<br>
 

<strong>Bothe datasets contains equal number of positive and negative comments:</strong>

<br>
 

Total number of positive comments present in Bhartiya Janata Party dataset =976

Total number of negative comments present in Bhartiya Janata Party dataset =976

Total number of positive comments present in Indian National Congress dataset=999

Total number of negative comments present in Bhartiya Janata Party dataset=999

<br>
 

<strong>Both datasets contain following attributes:</strong>


	
	<strong>comment text </strong>
	
	
	<strong>Labels </strong>
DOI: 10.5281/zenodo.7673769
title: Dataset for Quantum anomaly detection in the latent space of proton collision events at the LHC

description: Dataset used for https://arxiv.org/abs/2301.10780. The initial dataset is compressed to a low-dimensional latent space using a deep autoencoder. Files with compressed data are provided here in HDF5 format. Different sets of files are given, for different choices of dimensionality for the latent space. A description of the dataset is provided in https://arxiv.org/abs/2301.10780
DOI: 10.5883/bold:ads6814
title: Overview of Barcode Index Number - BOLD:ADS6814

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.6084/m9.figshare.27215073
title: Supplementary Material for: IMPACT OF SEX AND GENDER IN STROKE IN SOUTH-AND-SOUTHEAST ASIA: A RAPID SCOPING REVIEW

description: Background: South Asia and Southeast Asia account for more than 40% of the global stroke burden, with differences in stroke risk factors, mortality, and outcomes compared to high-income countries. Socio-cultural norms compound the pre-existing biological risk differences, resulting in a disproportionate burden of stroke in women in this region. This review summarizes the sex and gender differences across the stroke care continuum in South Asia and Southeast Asia over the past 20 years.
Summary: Despite a higher incidence of stroke in men than women in South-and-Southeast Asia, women have greater stroke severity and poorer outcomes after stroke. Higher levels of pre-morbid disability and poor physical health at baseline may be contributory. There is a high prevalence of vascular risk factors such as hypertension, dyslipidemia, cardiac sources of embolism, as well as metabolic syndrome and insulin resistance, among the women in this region. Smoking is uncommon among women, however other forms of smokeless tobacco (SLT), such as tobacco leaf and betel nut chewing are more prevalent, especially in the rural areas in these countries. Women are more likely to have delayed presentations to the hospital due to untimely recognition of stroke symptoms, however, with regards to door-to-needle times or intravenous thrombolysis (IVT) rates, we found equivocal data. Wide gaps exist in stroke awareness and healthcare-seeking behaviors, with women more commonly opting for public hospitals and low-cost wards, more likely to discontinue treatment, and less likely to adhere to post-stroke rehabilitation.
Key findings: This review exposes the gender lacunae in stroke service provision across South Asia and Southeast Asia while acknowledging the many knowledge gaps in our understanding. Although the biological risk differences are non-modifiable, educational, policy, and economic measures to mitigate socio-cultural barriers are much needed in the region. Sound epidemiological data is needed from more countries to better understand these differences and bridge this gap. It is imperative to advocate and implement policies and programs for stroke care viable for women, cognizant of the gender and cost bias, as well as the interplay of social and cultural structures specific to the regions.
DOI: 10.3886/e155461v1
title: Data and Code for: "Profiting from Most-Favored Customer Procurement Rules: Evidence from Medicaid"

description: Using a difference-in-difference approach, we find that an increase to Medicaid's minimum drug rebate under the Affordable Care Act in 2010 lowered non-Medicaid drug spending by 2.5 percent. A stylized bargaining model shows that this is likely driven by the interaction of this reform with Medicaid's "most-favored customer" clause (MFCC). By examining the response of drugs that faced a change in incentives equivalent to the removal of Medicaid's MFCC, we estimate that removing the Medicaid MFCC would have reduced overall 2010 non-Medicaid drug spending by an additional 3.5 percent, though it would have likely also increased Medicaid spending.
description: Prescription drugs marketed in the United States that have not lost exclusivity.
DOI: 10.5883/bold:ads6821
title: Overview of Barcode Index Number - BOLD:ADS6821

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6835
title: Overview of Barcode Index Number - BOLD:ADS6835

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6858
title: Overview of Barcode Index Number - BOLD:ADS6858

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6863
title: Overview of Barcode Index Number - BOLD:ADS6863

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6880
title: Overview of Barcode Index Number - BOLD:ADS6880

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6907
title: Overview of Barcode Index Number - BOLD:ADS6907

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6929
title: Overview of Barcode Index Number - BOLD:ADS6929

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6935
title: Overview of Barcode Index Number - BOLD:ADS6935

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6978
title: Overview of Barcode Index Number - BOLD:ADS6978

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads6984
title: Overview of Barcode Index Number - BOLD:ADS6984

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:ads7020
title: Overview of Barcode Index Number - BOLD:ADS7020

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/gnc33i
title: World Marine, Freshwater and Terrestrial Isopod Crustaceans database in the Catalogue of Life

description: This list began as an initiative of the US National Museum of Natural History, Smithsonian Institution, maintained by the late Brian Kensley and Marilyn Schotte. It grew into a valuable resource http://invertebrates.si.edu/isopod/ for providing nomenclature on the Isopoda: M. Schotte, B.F. Kensley & S. Shilling (1995 onwards). World list of Marine, Freshwater and Terrestrial Crustacea Isopoda. National Museum of Natural History Smithsonian Institution: Washington D.C., USA. This list is now reconstructed at http://www.marinespecies.org, with more detailed information on synonymies and distributions, and a capability to host more information, such as images, original literature, and specimen data. This list will be transferred on a monthly basis back to the Smithsonian site. Data have been contributed to the Catalogue of Life via the WoRMS, hosted by the Flanders Marine Institute (VLIZ).
DOI: 10.17190/amf/1993904
title: AmeriFlux FLUXNET-1F US-Var Vaira Ranch- Ione

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-Var Vaira Ranch- Ione. This is the FLUXNET version of the carbon flux data for the site US-Var Vaira Ranch- Ione produced by applying the standard ONEFlux (1F) software. Site Description - Located in the lower foothills of the Sierra Nevada Mountains on privately owned land, the Vaira Ranch site is classified as a grassland dominated by C3 annual grasses. Managed by local rancher, Fran Vaira, brush has been periodically removed for cattle grazing. Species include a variety of grasses and herbs, including purple false brome, smooth cat's ear, and rose clover. Growing season is confined to the wet season only, typically from October to early May.
DOI: 10.17190/amf/2204880
title: AmeriFlux FLUXNET-1F US-Ton Tonzi Ranch

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-Ton Tonzi Ranch. This is the FLUXNET version of the carbon flux data for the site US-Ton Tonzi Ranch produced by applying the standard ONEFlux (1F) software. Site Description - Located in the lower foothills of the Sierra Nevada Mountains, the Tonzi Ranch site is classified as an oak savanna woodland on privately owned land. Managed by local rancher, Russell Tonzi, brush has been periodically removed for cattle grazing. The overstory is dominated by blue oak trees (40% of total vegetation) with intermittent grey pine trees (3 trees/ha). Understory species include a variety of grasses and herbs, including purple false brome, smooth cat's ear, and rose clover. These two distinctive layers operate in and out from one another. Growing season of the understory is confined to the wet season only, typically from October to early May. In contrast, the deciduous blue oak trees are dormant during the rainy winter months and reach maximum LAI in April. The blue oak ecosystem rings the Great Central Valley of California, inhabiting the lower reaches of the Sierra Nevada foothills.
DOI: 10.18140/flx/1440240
title: FLUXNET2015 MY-PSO Pasoh Forest Reserve (PSO)

description: This is the FLUXNET2015 version of the carbon flux data for the site MY-PSO Pasoh Forest Reserve (PSO).
DOI: 10.24432/c50s4b
title: Dry Bean
DOI: 10.25318/1310042901-eng
title:  Live births and fetal deaths (stillbirths), by place of birth (hospital or non-hospital)

description: Number and percentage of live births and fetal deaths (stillbirths), by place of birth (hospital or non-hospital), 1991 to most recent year.
DOI: 10.35111/y4px-6y07
title: English Gigaword Fourth Edition

description: <h3>Introduction</h3> <p>This file contains documentation for English Gigaword Fourth Edition, Linguistic Data Consortium (LDC) catalog number LDC2009T13 and isbn 1-58563-515-4. </p><p> English Gigaword, now being released in its fourth edition, is a comprehensive archive of newswire text data that has been acquired over several years by the LDC at the University of Pennsylvania. The fourth edition includes all of the contents in English Gigawaord Third Edition (<a href="http://catalog.ldc.upenn.edu/LDC2007T07" rel="nofollow">LDC2007T07</a>) plus new data covering the 24-month period of January 2007 through December 2008. </p><p>The six distinct international sources of English newswire included in this edition are the following:</p> <ul> <li>Agence France-Presse, English Service (afp_eng) </li> <li>Associated Press Worldstream, English Service (apw_eng) </li> <li>Central News Agency of Taiwan, English Service (cna_eng) </li> <li>Los Angeles Times/Washington Post Newswire Service (ltw_eng) </li> <li>New York Times Newswire Service (nyt_eng) </li> <li>Xinhua News Agency, English Service (xin_eng) </li> </ul> <h3>New in the Fourth Edition</h3> <ul> <li>Articles with significant Spanish language content have now been identified and documented. </li> <li>Markup has been simplified and made consistent throughout the corpus. </li> <li>Information structure has been simplified. </li> <li>Character entities have been simplified. </li> </ul><h3>Samples</h3> <p>For an example of the data in this corpus, please review this <a href="./desc/addenda/LDC2009T13.html" rel="nofollow">sample file</a>. </p><h3>Sponsorship</h3> <p>This work was supported in part by the Defense Advanced Research Projects Agency, GALE Program Grant No. HR0011-06-1-0003. The content of this publication does not necessarily reflect the position or the policy of the Government, and no official endorsement should be inferred.</p>  </br>
Portions © 1994-2008 Agence France Presse, © 1994-2008 The Associated Press, © 1997-2008 Central News Agency (Taiwan), © 1994-1998, 2003-2008 Los Angeles Times-Washington Post News Service, Inc., © 1994-2008 New York Times, © 1995-2008 Xinhua News Agency, © 2009 Trustees of the University of Pennsylvania
DOI: 10.48786/edbt.2022.02
title: 3DPro: Querying Complex Three-Dimensional Data with Progressive Compression and Refinement
DOI: 10.5281/zenodo.11176257
title: Quantum-Accurate Machine Learning Potentials for Metal-Organic Frameworks using Temperature Driven Active Learning

description: It contains reference training and test set configurations (and corresponding energy, forces, and virial stress values) for ZIF-8 and MOF-5.
DOI: 10.5281/zenodo.11202265
title: AdriE ocean climate model ensemble for the Adriatic Sea - monthly fields

description: This dataset contains the monthly-averaged fields of the key physical oceanographic quantities from the AdriE ocean model ensemble. The model runs were carried out by using the ROMS modelling system (Haidvogel et al., 2008) forced by the SMHI-RCA4 Regional Climate Model (Samuelsson et al., 2021), in turn driven by different General Circulation Models. The period is 1987-2099 in the severe RCP8.5 scenario for the climate simulations, whereas the evaluation runs span the period 1987-2010. Each file contains the results for one run.

The model implementation and its validation are fully described in a manuscript recently submitted to Ocean Science (Bonaldo, D., Carniel, S., Colucci, R. R., Denamiel, C., Pranic, P., Raicich, F., Ricchi, A., Sangelantoni, L., Vilibic, I., and Vitelletti, M. L.: AdriE: a high-resolution ocean model ensemble for the Adriatic Sea under severe climate change conditions, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2024-1468, 2024).
DOI: 10.5281/zenodo.13364412
title: Data for the paper "Using Extensive Core-reflected Phases to Constrain Sharp Inner Core Boundary beneath East Asia"
DOI: 10.5281/zenodo.2654460
title: EXIOBASE 3rx

description: This is the regional extension to EXIOBASE 3 called EXIOBASE 3rx where the number of regions have been expanded from 49 to 214. In its current form it has six land use extensions processed. Adding other extensions is a work in progress. The database is in .mat format (MATLAB). <strong>Database features:</strong> 214 countries 200 products 163 industries 6 aggregated land use extensions Basic pricing Monetary unit: Million Euros (current prices) <strong>Arrays in IO structure:</strong> <strong><em>S </em></strong>Stressor matrix per monetary unit <strong><em>A</em></strong> The coefficient matrix (inputs required per unit of output) <strong><em>V</em></strong> Value added matrix <strong><em>Y</em></strong> Final demand matrix <strong><em>x</em></strong> Vector of total output <strong><em>TC</em></strong> Trade cube (product x exporter x importer) <strong><em>F</em></strong> Total stressor matrix <strong><em>F_hh</em></strong> Total household stressor matrix <strong><em>pop</em></strong> Population per country <strong><em>gdp</em></strong> GDP per country <strong><em>VY</em></strong> Value added final demand For information about indexing see the <strong><em>meta </em></strong>file. All countries are in ISO3 format - full country names and corresponding ISO3 codes are found in the <strong><em>gdp </em></strong>and <strong><em>pop </em></strong>arrays. <strong>Important note:</strong> <em><strong>Y</strong></em> and <em><strong>A</strong></em> only contains domestic data to reduce the array sizes. This means that the off-diagonal arrays corresponding to the trade are not included (you can see this by typing the command <em>spy(IO.A) </em>after loading the database in MATLAB). The implication of this is that the conventional MRIO calculations are not applicable. Rather we recommend to use the emissions embodied in bilateral trade (EEBT) approach. This approach works with the current version of EXIOBASE 3rx, and requires using the trade cube (<strong><em>TC) </em></strong>for calculating the traded components of land use. Several arrays are saved in the sparse format of MATLAB to reduce file size and might require conversion to the full format for some calculations. Note that calculations can be computationally heavy and might require the use of super computers. For more information about EXIOBASE in general, see the official website: https://www.exiobase.eu/<br>
DOI: 10.5883/bold:ads7069
title: Overview of Barcode Index Number - BOLD:ADS7069

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.6084/m9.figshare.20977588
title: Soil Temperature Arctic Sample Sites.csv

description: Summary for the soil temperature data of 12 arctic sampling sites