cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12275645
title: CGBE - processed bystander editing data

description: Python3 pickled dictionaries. Keys are target site names, values are pandas dataframes where each row is a unique editing outcome, and there is a column for each substrate nucleotide and a frequency column.
DOI: 10.6084/m9.figshare.13670722.v1
title: Supplementary Data 2

description: Supporting data for paper "Mapping the maximum extents of urban green spaces in 1039 citiesusing dense satellite images" (https://iopscience.iop.org/article/10.1088/1748-9326/ac03dc/meta)<br>
DOI: 10.6084/m9.figshare.12275654
title: CGBE - processed editing efficiency data

description: CSVs containing designed sgRNA-target sites and base editing outcomes across multiple replicates.
DOI: 10.6084/m9.figshare.12275654.v1
title: CGBE - processed editing efficiency data

description: CSVs containing designed sgRNA-target sites and base editing outcomes across multiple replicates.
DOI: 10.6084/m9.figshare.13670734.v1
title: Supplementary Data 4

description: Supporting data for paper "Mapping the maximum extents of urban green spaces in 1039 citiesusing dense satellite images" (https://iopscience.iop.org/article/10.1088/1748-9326/ac03dc/meta)<br>
DOI: 10.6084/m9.figshare.2445310
title: Dataset for paper "Local cooling and warming effects of forest based on satellite data"

description: Updated on 29 June, 2021:Added data for monthly mean differences in LST, albedo, and ET between forest and open land at 0.5 degree. This data were used by "Meier, R., Davin, E. L., Lejeune, Q., Hauser, M., Li, Y., Martens, B., … Thiery, W. (2018). Evaluating and improving the Community Land Model’s sensitivity to land cover. Biogeosciences, 15(15), 4731–4757. https://doi.org/10.5194/bg-15-4731-2018" to evaluate CLM model.<br>File name: diff_lst_albedo_et_monthly_halfdeg.nc--------------------Updated on 28 August, 2017:Added data for annual snow frequency and rainfall at each forest and open land comparison sample location (data for Fig 4).File name: snow_rainfall_005degree.nc<br>--------------------Updated on 21 August, 2017:Uploaded data for the comparison samples of forest minus open land across the globe at 0.05 degree for daytime, nighttime, daily mean LST, annual albedo, and daily ET. These comparison samples can reproduce most of the results from the paper (Fig1, part of Fig3, and Fig4). They can be aggregated to 1-degree map or to derive the latitudinal pattern shown in the paper.<br>File name: delta_lst_albedo_et_005degree.nc<br>-------------------------------This is the dataset used to create Figure 1 to Figure 3 in Li et al 2015 (Local cooling and warming effects of forest based on satellite data, Nature Communications). <br>The dataset is saved as netcdf file, named as Fig1_NC.nc, Fig2_NC.nc, and Fig3_NC.nc. Figure 1 to 4 are also included in the dataset. <br><br>When using the data, please cite the original paper "Li, Y. et al. Local cooling and warming effects of forest based on satellite data. Nat. Commun. 6:6603, (2015)" and also cite or acknowledge the dataset on figshare (doi:10.6084/m9.figshare.2445310). <br>If you have any questions, please feel free to contact Yan Li. Email: yanli.geo@gmail.com <br>
DOI: 10.6084/m9.figshare.2445310.v2
title: Dataset for paper "Local cooling and warming effects of forest based on satellite data"

description: Updated on 21 August, 2017:Uploaded data for the comparison samples of forest minus open land across the globe at 0.05 degree for daytime, nighttime, daily mean LST, annual albedo, and daily ET. These comparison samples can reproduce most of the results from the paper (Fig1, part of Fig3, and Fig4). They can be aggregated to 1-degree map or to derive the latitudinal pattern shown in the paper.<br>File name: delta_lst_albedo_et_005degree.nc<br>-------------------------------This is the dataset used to create Figure 1 to Figure 3 in Li et al 2015 (Local cooling and warming effects of forest based on satellite data, Nature Communications). <br>The dataset is saved as netcdf file, named as Fig1_NC.nc, Fig2_NC.nc, and Fig3_NC.nc. Figure 1 to 4 are also included in the dataset. <br><br>When using the data, please cite the original paper "Li, Y. et al. Local cooling and warming effects of forest based on satellite data. Nat. Commun. 6:6603, (2015)" and also cite or acknowledge the dataset on figshare (doi:10.6084/m9.figshare.2445310). <br>If you have any questions, please feel free to contact Yan Li. Email: yanli.geo@gmail.com <br>
DOI: 10.5281/zenodo.5040840
title: CoMix social contact data (Spain)

description: CoMix social contact data for Spain. We gratefully acknowledge the efforts of all teams involved in the implementation of the CoMix study in their country. More specifically: the team of Cristina Vilaplana at the Institute for Health Science Research Germans Trias i Pujol (IGTP) that acknowledges support from the SMA-TB Project from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 847762.
DOI: 10.5281/zenodo.5040871
title: CoMix social contact data (France)

description: CoMix social contact data for France. We gratefully acknowledge the efforts of all teams involved in the implementation of the CoMix study in their country. More specifically: the team of Guillaume Béraud at the Centre Hospitalier Universitaire de Poitiers.
DOI: 10.5281/zenodo.5041113
title: CoMix social contact data (Italy)

description: CoMix social contact data for Italy. We gratefully acknowledge the efforts of all teams involved in the implementation of the CoMix study in their country. More specifically: the team of Daniela Paolotti at the ISI Foundation.
DOI: 10.5281/zenodo.5041141
title: CoMix social contact data (Portugal)

description: CoMix social contact data for Portugal. We gratefully acknowledge the efforts of all teams involved in the implementation of the CoMix study in their country. More specifically: the team of Baltazar Nunes at the National Health Institute Doutor Ricardo Jorge (INSA).
DOI: 10.5281/zenodo.5041129
title: CoMix social contact data (Poland)

description: CoMix social contact data for Poland. We gratefully acknowledge the efforts of all teams involved in the implementation of the CoMix study in their country. More specifically: the team of Magdalena Rosinska at the National Institute of Public Health - National Institute of Hygiene.
DOI: 10.6084/m9.figshare.14843013.v3
title: Dataset for 10-mega pixel snapshot compressive imaging with a hybrid coded aperture

description: This dataset is for our paper "10-mega pixel snapshot compressive imaging with a hybrid coded aperture".The data was captured by our HCA-SCI system, and can be used to reproduce the results of Fig. 6. in our paper.
DOI: 10.6084/m9.figshare.14843013.v2
title: Dataset for 10-mega pixel snapshot compressive imaging with a hybrid coded aperture

description: This dataset is for our paper "10-mega pixel snapshot compressive imaging with a hybrid coded aperture", in which we build a novel hybrid coded aperture snapshot compressive imaging (HCA-SCI) system by incorporating a dynamic liquid crystal on silicon and a high-resolution lithography mask. We further implement a PnP reconstruction algorithm with cascaded denoisers for high quality reconstruction. Based on the proposed HCA-SCI system and algorithm, we achieve a 10-mega pixel SCI system to capture high-speed scenes, leading to a high throughput of 4.6G voxels per second.
DOI: 10.15468/49b2km
title: The East Pacific / South Pacific Boundary: New taxa and occurrences from Rapa Nui (Easter Island), New Caledonia and adjacent regions

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mah, Christopher L. (2021): The East Pacific / South Pacific Boundary: New taxa and occurrences from Rapa Nui (Easter Island), New Caledonia and adjacent regions. Zootaxa 4980 (3): 401-450, DOI: https://doi.org/10.11646/zootaxa.4980.3.1
DOI: 10.6084/m9.figshare.14806311.v2
title: Economy-Wide Material Flow Accounts of Canton Vaud and Geneva, Switzerland

description: The attached tables present a first attempt to develop an Economy-Wide Material Flow Accounts (EW-MFA) at the scale of a Swiss canton. The EW-MFA method, developed by Eurostat in 2001, is a systemic tool to evaluate the Urban Metabolism (UM) of a urban area. Originally, it was designed to represent nations at the best. Nevertheless, an understanding of UM at a regional scale leads to a finer understanding of city dynamics, which entails a major comprehension of resources needs and use, and of circularity prospects. In our research, the cantons of Vaud and Geneva were selected as case studies. The spatial boundaries of the system therefore correspond to the cantonal limits (NUTS-3). Regarding the temporal boundaries, the reference year is 2018, but an overview between 2000 and 2019 is proposed depending on the available data.
DOI: 10.25345/c50821
title: MassIVE MSV000087715 - GNPS_Untarget metabolomic analyses of Epicoccum fractions
title: MS/MS data used for natural product dereplication in GNPS towards bioguided isolation of new compounds.
DOI: 10.22023/mdx.14107121
title: Dataset used for federated learning

description: The dataset is used for health monitoring project. It contain information from accelerometer sensor embeded in smartphones.<br>
DOI: 10.22023/mdx.14107121.v1
title: Dataset used for federated learning

description: The dataset is used for health monitoring project. It contain information from accelerometer sensor embeded in smartphones.<br>
DOI: 10.25824/redu/hrigec
title: rt030100.MASS
DOI: 10.25824/redu/qgtymo
title: cg030100.dat3
DOI: 10.25824/redu/ouhjwx
title: co030100.geo
DOI: 10.25824/redu/xe6pvx
title: 5.89.fvp.png
DOI: 10.25824/redu/rexqu9
title: rt030100.FUEL
DOI: 10.25824/redu/aek7vd
title: 030100.hash
DOI: 10.25824/redu/fjimbv
title: 6.01.fvp.png
DOI: 10.25824/redu/nzowjy
title: 030100.caj
DOI: 10.17632/ck6hn5dpxy.1
title: Raw Data for Manuscript "Hepatocyte Membrane Potential Regulates Serum Insulin and Insulin Sensitivity by Altering Hepatic GABA Release"

description: Raw data used in the preparation of the manuscript "Hepatocyte Membrane Potential Regulates Serum Insulin and Insulin Sensitivity by Altering Hepatic GABA Release"
DOI: 10.25824/redu/rretpr
title: 4.17.fvp.png
DOI: 10.25824/redu/dikyao
title: rt030100.P
DOI: 10.17632/h2bww478j6.1
title: Raw Data for Manuscript "A Critical Role of Hepatic GABA in The Metabolic Dysfunction and Hyperphagia of Obesity"

description: Raw data used in the preparation of the manuscript "A Critical Role of Hepatic GABA in The Metabolic Dysfunction and Hyperphagia of Obesity "
DOI: 10.25824/redu/evefmv
title: rt030100.CFL
DOI: 10.25824/redu/9kgwr5
title: 5.06.fvp.png
DOI: 10.25824/redu/jycsnp
title: 5.83.fvp.png
DOI: 10.25824/redu/08p6rx
title: co030100.dat3
DOI: 10.25824/redu/ek9zt2
title: r1030100.dat3
DOI: 10.25824/redu/euu3uc
title: Presentation-200614-2.fvp.png
DOI: 10.25824/redu/na5aa3
title: Presentation-200614-4.fvp.png
DOI: 10.25824/redu/7afwzl
title: rt030100.dat3
DOI: 10.25824/redu/sgwppo
title: 5.35.fvp.png
DOI: 10.25824/redu/v8mhqr
title: r3030100.dat3
DOI: 10.25824/redu/v7waxp
title: cs030100.dat3
DOI: 10.25824/redu/kefmrs
title: Presentation-200614-1.fvp.png
DOI: 10.25824/redu/7vtsqn
title: cp030100.dat3
DOI: 10.25824/redu/no1hyi
title: Presentation-200614-5.fvp.png
DOI: 10.25824/redu/qstdrz
title: 5.49.fvp.png
DOI: 10.25824/redu/wz294f
title: Presentation-200614-3.fvp.png
DOI: 10.25824/redu/cc3ld8
title: 5.59.fvp.png
DOI: 10.25824/redu/rxtwhb
title: 5.68.fvp.png
DOI: 10.25824/redu/brl36b
title: Numerical modelling of turbulent reacting flows

description: This data comprise the numerical findings and simulation setup for turbulent reacting flows concerning explosion simulation using S.T.O.K.E.S
DOI: 10.17632/rtb8pc8fth.1
title: GIScience & Remote Sensing

description: Monitoring coastal aquaculture devices with an RFID combination system in Taiwan
DOI: 10.5517/ccdc.csd.cc24nfgq
title: CCDC 1985843: Experimental Crystal Structure Determination

description: Related Article: Sathsara Egalahewa, Antonino Aprile, Jason L. Dutton|2020|Dalton Trans.|49|7507|doi:10.1039/D0DT00777C
DOI: 10.5517/ccdc.csd.cc27qv83
title: CCDC 2077535: Experimental Crystal Structure Determination

description: Related Article: Alexander G. Harter, Thomas M. Klapötke, Jörg Stierstorfer, Michael Voggenreiter, Xiaoqing Zeng|2021|ChemPlusChem|86|870|doi:10.1002/cplu.202100214
DOI: 10.5517/ccdc.csd.cc27qv94
title: CCDC 2077536: Experimental Crystal Structure Determination

description: Related Article: Alexander G. Harter, Thomas M. Klapötke, Jörg Stierstorfer, Michael Voggenreiter, Xiaoqing Zeng|2021|ChemPlusChem|86|870|doi:10.1002/cplu.202100214
DOI: 10.5281/zenodo.4095066
title: 2020 Stakeholder Survey of the Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES) - Quantitative Dataset

description: This dataset is the outcome of a survey of IPBES stakeholders that was conducted in May-June 2020. The aim of this survey is to better understand stakeholder engagement with IPBES, to improve implementation of the IPBES stakeholder engagement strategy (decision IPBES-3/4 presented in document IPBES/3/18), and to further increase the inclusivity and effectiveness of the IPBES work programme. Results will help, among others, to better align communication and outreach, and to strengthen collaborative processes within the IPBES work programme. <br> This dataset presents only the quantitative data of the complete dataset of responses. It has been anonymised and all personal comments in response to open questions have been removed. For information, the full anonymised dataset has been published on Zenodo, with restricted access (see DOI: 10.5281/zenodo.4121916). This dataset is under restricted access and embargoed until after the eighth session of IPBES Plenary. For any inquiry, please contact IPBES Head of Communications (stakeholders@ipbes.net).
description: Suggested citation: IPBES (2020) 2020 Stakeholder Survey of the Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES) - Quantitative Dataset, IPBES secretariat, Bonn, Germany. DOI: 10.5281/zenodo.4095066
DOI: 10.5281/zenodo.4095065
title: 2020 Stakeholder Survey of the Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES) - Quantitative Dataset

description: This dataset is the outcome of a survey of IPBES stakeholders that was conducted in May-June 2020. The aim of this survey is to better understand stakeholder engagement with IPBES, to improve implementation of the IPBES stakeholder engagement strategy (decision IPBES-3/4 presented in document IPBES/3/18), and to further increase the inclusivity and effectiveness of the IPBES work programme. Results will help, among others, to better align communication and outreach, and to strengthen collaborative processes within the IPBES work programme. <br> This dataset presents only the quantitative data of the complete dataset of responses. It has been anonymised and all personal comments in response to open questions have been removed. For information, the full anonymised dataset has been published on Zenodo, with restricted access (see DOI: 10.5281/zenodo.4121916). This dataset is under restricted access and embargoed until after the eighth session of IPBES Plenary. For any inquiry, please contact IPBES Head of Communications (stakeholders@ipbes.net).
description: Suggested citation: IPBES (2020) 2020 Stakeholder Survey of the Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES) - Quantitative Dataset, IPBES secretariat, Bonn, Germany. DOI: 10.5281/zenodo.4095066
DOI: 10.6084/m9.figshare.14204258
title: Increased mortality of tropical tree seedlings during the extreme 2015-16 El Niño - dataset and code

description: 'Panama-El-Nino-publish.zip' contains all the code and data necessary to reproduce the analyses in the manuscript. Please unzip the file and see README.md for instructions.<br>'rocker-geospatial-rstan.sif' is a Singularity container that comes with all necessary packages pre-installed. Please seed README.md in the 'Panama-El-Nino-publish.zip' file for instructions.<br><br><b>Abstract</b>As extreme climate events are predicted to become more frequent due to global climate change, understanding their impacts on natural systems is crucial. Tropical forests are vulnerable to droughts associated with extreme El Niño events. However, little is known about how tropical seedling communities respond to El Niño-related droughts, even though patterns of seedling survival shape future forest structure and diversity. Using long-term data from eight tropical moist forests spanning a rainfall gradient in central Panama, we show that community-wide seedling mortality increased by 11% during the extreme 2015-16 El Niño, with mortality increasing most in drought sensitive species and in wetter forests. These results indicate that severe El Niño-related droughts influence understory dynamics in tropical forests, with effects varying both within and across sites. Our findings suggest that predicted increases in the frequency of extreme El Niño events will alter tropical plant communities through effects on early life stages.<br>
DOI: 10.6084/m9.figshare.14204258.v1
title: Increased mortality of tropical tree seedlings during the extreme 2015-16 El Niño - dataset and code

description: 'Panama-El-Nino-publish.zip' contains all the code and data necessary to reproduce the analyses in the manuscript. Please unzip the file and see README.md for instructions.<br>'rocker-geospatial-rstan.sif' is a Singularity container that comes with all necessary packages pre-installed. Please seed README.md in the 'Panama-El-Nino-publish.zip' file for instructions.<br><br><b>Abstract</b>As extreme climate events are predicted to become more frequent due to global climate change, understanding their impacts on natural systems is crucial. Tropical forests are vulnerable to droughts associated with extreme El Niño events. However, little is known about how tropical seedling communities respond to El Niño-related droughts, even though patterns of seedling survival shape future forest structure and diversity. Using long-term data from eight tropical moist forests spanning a rainfall gradient in central Panama, we show that community-wide seedling mortality increased by 11% during the extreme 2015-16 El Niño, with mortality increasing most in drought sensitive species and in wetter forests. These results indicate that severe El Niño-related droughts influence understory dynamics in tropical forests, with effects varying both within and across sites. Our findings suggest that predicted increases in the frequency of extreme El Niño events will alter tropical plant communities through effects on early life stages.<br>
DOI: 10.6084/m9.figshare.14872140
title: Alliance Capabilities Measurement items and framework.pdf

description: This document contains the measurement items for alliance capabilities in the context of university-industry R&D.<br><br>
DOI: 10.5281/zenodo.5041336
title: Development and analysis of entropy stable no-slip wall boundary conditions implementation of the Eulerian model for viscous and heat conducting compressible flows

description: The database used in the submission of "Development and analysis of entropy stable no-slip wall boundary conditions implementation of the Eulerian model for viscous and heat conducting compressible flows."
DOI: 10.15468/9jubkz
title: Four new Bent-toed geckos (Cyrtodactylus Gray: Squamata: Gekkonidae) from northeast India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Purkayastha, Jayaditya, Lalremsanga, Hmar Tlawmte, Bohra, Sanath Chandra, Biakzuala, Lal, Decemson, H. T., Muansanga, Lal, Vabeiryureilai, Mathipi, Chauhan, Suraj, Rathee, Yashpal Singh (2021): Four new Bent-toed geckos (Cyrtodactylus Gray: Squamata: Gekkonidae) from northeast India. Zootaxa 4980 (1): 451-489, DOI: https://doi.org/10.11646/zootaxa.4980.3.2
DOI: 10.5281/zenodo.5036451
title: Zeppelin station absorption coefficient data (Mm-1) obtained by aethalometer at 880 nm wavelength

description: Black Carbon measurements at 880 nm wavelength during the period 2001-2015 at Zeppelin station, Svalbard. Data of absorption coefficient are obtained by the Aethalometer AE31 Light Attenuation through an aerosol loaded filter
DOI: 10.5281/zenodo.5036450
title: Zeppelin station absorption coefficient data (Mm-1) obtained by aethalometer at 880 nm wavelength

description: Black Carbon measurements at 880 nm wavelength during the period 2001-2015 at Zeppelin station, Svalbard. Data of absorption coefficient are obtained by the Aethalometer AE31 Light Attenuation through an aerosol loaded filter
DOI: 10.5523/bris.11hwoohhwv6582mtkowrxn9gif
title: EpoxySHPBThermography

description: High rate Compression test of epoxy using SHPB and measurement of temperature using Telops camera
DOI: 10.5066/p9y2qvj6
title: Data Files for the Development of Regional Regression Equations for Flow-Duration Statistics and N-day Low-Flow Frequencies for Ungaged Stream Locations in Puerto Rico Using Data Through Water Year 2018

description: Flow-duration statistics at the 99th, 98th, 95th, 90th, 80th, 70th, 60th, and 50th percent exceedance probabilities and annual n-day low-flow statistics for the 1-, 7-, 14-, and 30-day mean low flows with 2-year (0.5 nonexceedance probability), 5-year (0.2 nonexceedance probability), and 10-year (0.1 nonexceedance probability) recurrence intervals were computed for 28 selected streamflow gaging stations in Puerto Rico. The 28 selected streamflow gaging stations were required to have 10 or more years of daily mean streamflow data through water year 2018. The flow-duration statistics and n-day low-flow frequencies were computed using the U.S. Geological Survey program, SWToolbox. Regional regression equations were developed to estimate flow-duration statistics and n-day low-flow frequencies at ungaged stream locations using selected basin characteristics as explanatory variables. These variables were determined from digital spatial datasets and geographic information systems using the most recent data available, as referenced in the U.S. Geological Survey web application, StreamStats, and published in Kolb and Ryan (2021). An ordinary least-squares procedure in R Studio was used to develop the final regional flow-duration regression equations using drainage area, mean total annual reference evapotranspiration, and minimum basin elevation as the explanatory variables. A generalized least squares procedure in the U.S. Geological Survey program, WREG, was used to account for cross-correlation of sites and develop the final regional n-day low-flow frequency regression equations using drainage area, mean total annual reference evapotranspiration, and minimum basin elevation as the explanatory variables. This data release includes two child pages: Puerto Rico Flow-Duration Regression Files and Puerto Rico N-day Low-Flow Regression Files, a BasinCharacteristics.csv file that contains 47 basin and climatic characteristics considered in the analyses, a BasinCharacteristics_corrrelation_charts folder that contains .pdf files showing correlation matrices, a R_regsubsets_output folder that contains .txt and .pdf files showing results of the "regsubsets" analyses, a Trend_statistics_nday_lowflow_timeseries.csv file that contains the SWToolbox Mann-Kendall tau statistics, and a NWIS_rdb_files folder that contains the .rdb files used in the analyses. References Cited: Kolb, K.R., and Ryan, P.J., 2021, Basin Characteristic Rasters for Puerto Rico StreamStats, 2021: U.S. Geological Survey data release, https://doi.org/10.5066/P9HK9SSQ.