cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1490920
title: Intermediate data objects from running the machine learning code for Shen et al, Nature, 2018

description: These are the RData objects of the processed cfMeDIP data that were used to run the machine learning analyses in "Sensitive tumour detection and classification using plasma cell-free DNA methylomes", Nature, 2018. This archive also includes the models we generated, and training and validation data matrices that people can use to fit new models and evaluate performance. These objects are to be used with the scripts and markdown at doi: 10.5281/zenodo.1242697 . The ReadMe contains descriptions.
DOI: 10.5281/zenodo.1491965
title: The Effectiveness Of Freshwater Connectivity As A Predictor Of Species Distribution

description: The attached dataset contains three dataframes used in the affiliated papers.

1) DirectSlopeData.rda - Recolonisation success of two species, northern pike and European perch, in rotenone-treated lakes in Sweden, alongside connectivity parameters for the associated lakes.

2) HPD.rda - Credible intervals for the beta estimates generated by the BORAL model in 3.

3) Presence/absence data for seven species in lakes throughout the Kautokeino catchment in Northern Norway, alongside selected environmental covariates for associated lakes.
description: {"references": ["Hui, F. K. C. (2016) boral: Bayesian Ordination and Regression Analysis of Multivariate Abundance Data in R. Methods in Ecology and Evolution, 7(6), 744-750.", "Gelman, A., Carlin, J.B., Stern, H.S., & Rubin, D.B. (2004) Bayesian Data Analysis (2nd ed.). Boca Raton, FL: CRC Press."]}
DOI: 10.5281/zenodo.1491966
title: The Effectiveness Of Freshwater Connectivity As A Predictor Of Species Distribution

description: The attached dataset contains three dataframes used in the affiliated papers.

1) DirectSlopeData.rda - Recolonisation success of two species, northern pike and European perch, in rotenone-treated lakes in Sweden, alongside connectivity parameters for the associated lakes.

2) HPD.rda - Credible intervals for the beta estimates generated by the BORAL model in 3.

3) Presence/absence data for seven species in lakes throughout the Kautokeino catchment in Northern Norway, alongside selected environmental covariates for associated lakes.
description: {"references": ["Hui, F. K. C. (2016) boral: Bayesian Ordination and Regression Analysis of Multivariate Abundance Data in R. Methods in Ecology and Evolution, 7(6), 744-750.", "Gelman, A., Carlin, J.B., Stern, H.S., & Rubin, D.B. (2004) Bayesian Data Analysis (2nd ed.). Boca Raton, FL: CRC Press."]}
DOI: 10.5439/1482638
title: ARM: C Scanning ARM Precipitation Radar (CSAPR);  PPI Volume Scan, High resolution auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR);  PPI Volume Scan, High resolution auxiliary data
DOI: 10.5439/1482639
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Range Height Indicator Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Range Height Indicator Scan
DOI: 10.5439/1482640
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Range Height Indicator Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Range Height Indicator Scan, auxiliary data
DOI: 10.5439/1482641
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); PPI Sector Scan

description: C Scanning ARM Precipitation Radar (CSAPR); PPI Sector Scan
DOI: 10.5439/1482642
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); PPI Sector Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); PPI Sector Scan, auxiliary data
DOI: 10.5439/1482643
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Solar Transversal Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Solar Transversal Scan
DOI: 10.5439/1482644
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Solar Transversal Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Solar Transversal Scan, auxiliary data
DOI: 10.5439/1482645
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Surveillance Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Surveillance Scan
DOI: 10.17034/e5f9df69-68df-4f6e-bab6-71716d5cf0cb
title: The Dissertation Journey

description: An online course, produced by Dr Leon Litvack, to provide undergraduate students with support in the course of planning, proposing and undertaking a final-year Dissertation
DOI: 10.20348/storedb/1126/1192
title: Natural radionuclide concentrations in soil, water, sediment and biota in England and Wales
title: Natural radionuclide concentrations in soil, water, sediment and biota in England and Wales

description: Data comprise estimates of activity concentrations of naturally occurring radionuclides (40K, 238U and 232Th series radionuclides) in environmental media (soil and stream sediments and waters) and non-human biota (focusing on the ICRP Reference Animals and Plants). For soil, stream sediments and stream waters data were derived from total K, U and Th concentrations mainly from the ongoing geochemical survey of the United Kingdom (G-BASE), conducted by the British Geological Survey. The geochemical survey data are currently incomplete for England and Wales, but almost complete coverage was obtained for K in stream sediments by using the Wolfson Atlas data for southern England. For U and Th in sediments and K, U and Th in soils, more complete coverage was achieved by geological extrapolation (using relationships between soils/sediments and bedrock/superficial geology). For media and sediments, datasets are provided for both: (i) geometric mean concentrations from measured samples on a 5 x 5 km square basis where data are available; and (ii) extrapolated surfaces covering all of England and Wales. Data for non-human biota are from targeted sampling and analyses and data review.
description: Data comprise estimates of activity concentrations of naturally occurring radionuclides (40K, 238U and 232Th series radionuclides) in environmental media (soil and stream sediments and waters) and non-human biota (focusing on the ICRP Reference Animals and Plants). For soil, stream sediments and stream waters data were derived from total K, U and Th concentrations mainly from the ongoing geochemical survey of the United Kingdom (G-BASE), conducted by the British Geological Survey. The geochemical survey data are currently incomplete for England and Wales, but almost complete coverage was obtained for K in stream sediments by using the Wolfson Atlas data for southern England. For U and Th in sediments and K, U and Th in soils, more complete coverage was achieved by geological extrapolation (using relationships between soils/sediments and bedrock/superficial geology). For media and sediments, datasets are provided for both: (i) geometric mean concentrations from measured samples on a 5 x 5 km square basis where data are available; and (ii) extrapolated surfaces covering all of England and Wales. Data for non-human biota are from targeted sampling and analyses and data review. Beresford, N.A.; Barnett, C.L.; Jones, D.G.; Wood, M.D.; Appleton, J.D.; Breward, N.; Copplestone, D. (2015). Natural radionuclide concentrations in soil, water, sediment and biota in England and Wales. NERC Environmental Information Data Centre. https://doi.org/10.5285/bb2d7874-7bf4-44de-aa43-348bd684a2fe. radioecology
DOI: 10.5439/1482646
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Surveillance Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Surveillance Scan, auxiliary data
DOI: 10.5439/1482647
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Velocity Azimuth Display

description: C Scanning ARM Precipitation Radar (CSAPR); Velocity Azimuth Display
DOI: 10.5439/1482648
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Velocity Azimuth Display, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Velocity Azimuth Display, auxiliary data
DOI: 10.5439/1482649
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Vertically-Pointing Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Vertically-Pointing Scan
DOI: 10.5439/1482650
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Vertically-Pointing Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Vertically-Pointing Scan, auxiliary data
DOI: 10.5439/1482651
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Resolution Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Resolution Scan
DOI: 10.5439/1482652
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Resolution Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Resolution Scan, auxiliary data
DOI: 10.5439/1482653
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Sensitivity Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Sensitivity Scan
DOI: 10.5439/1482654
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Sensitivity Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Vertically Pointing High-Sensitivity Scan, auxiliary data
DOI: 10.5517/ccdc.csd.cc212zpt
title: CCDC 1879706: Experimental Crystal Structure Determination

description: Related Article: Hong-Xin Liu, Hai-Bo Tan, Kai Chen, Li-Yun Zhao, Yu-Chan Chen, Sai-Ni Li, Hao-Hua Li, Wei-Min Zhang|2019|Org.Biomol.Chem.|17|2346|doi:10.1039/C8OB03223H
description: Related Article: Hong-Xin Liu, Hai-Bo Tan, Kai Chen, Li-Yun Zhao, Yu-Chan Chen, Sai-Ni Li, Hao-Hua Li, Wei-Min Zhang|2018|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.20348/storedb/1127/1193
title: Post Chernobyl surveys of radiocaesium in soil, vegetation, wildlife and fungi in Great Britain
title: Post Chernobyl surveys of radiocaesium in soil, vegetation, wildlife and fungi in Great Britain

description: Data comprise radiocaesium concentrations in soil, vegetation, wildlife and fungi analysed from samples collected from throughout Great Britain after the 1986 Chernobyl accident by the Centre for Ecology and Hydrology (CEH), formerly the Institute of Terrestrial Ecology (ITE). National level vegetation surveys were conducted in May 1986, October 1986 and Spring 1987. More intensive surveys of vegetation (grass and heather) and wildlife (grouse, fox, etc.) in restricted areas were carried out in Cumbria, Wales and North Yorkshire in 1989, 1990, 1991 and 1993. Surveys of fungi were carried out between 1994 and 1997. The data are suitable for interpolation to create spatially variable surfaces suitable for input into models.
description: Data comprise radiocaesium concentrations in soil, vegetation, wildlife and fungi analysed from samples collected from throughout Great Britain after the 1986 Chernobyl accident by the Centre for Ecology and Hydrology (CEH), formerly the Institute of Terrestrial Ecology (ITE). National level vegetation surveys were conducted in May 1986, October 1986 and Spring 1987. More intensive surveys of vegetation (grass and heather) and wildlife (grouse, fox, etc.) in restricted areas were carried out in Cumbria, Wales and North Yorkshire in 1989, 1990, 1991 and 1993. Surveys of fungi were carried out between 1994 and 1997. The data are suitable for interpolation to create spatially variable surfaces suitable for input into models. Chaplow, J.S.; Beresford, N.A.; Barnett, C.L. (2015). Post Chernobyl surveys of radiocaesium in soil, vegetation, wildlife and fungi in Great Britain. NERC Environmental Information Data Centre. https://doi.org/10.5285/d0a6a8bf-68f0-4935-8b43-4e597c3bf251. radioecology
DOI: 10.5439/1482655
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Zenith Pointing PPI Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Zenith Pointing PPI Scan
DOI: 10.5439/1482656
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Zenith Pointing PPI Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Zenith Pointing PPI Scan, auxiliary data
DOI: 10.5439/1482657
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Zenith Centered RHI Scan

description: C Scanning ARM Precipitation Radar (CSAPR); Zenith Centered RHI Scan
DOI: 10.5439/1482658
title: ARM: C Scanning ARM Precipitation Radar (CSAPR); Zenith Centered RHI Scan, auxiliary data

description: C Scanning ARM Precipitation Radar (CSAPR); Zenith Centered RHI Scan, auxiliary data
DOI: 10.5439/1482665
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Along-Wind RHI Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Along-Wind RHI Scan
DOI: 10.5439/1482666
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Along-Wind RHI Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Along-Wind RHI Scan, auxiliary data
DOI: 10.5439/1482667
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Boundary Layer RHI Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Boundary Layer RHI Scan
DOI: 10.20348/storedb/1128/1194
title: Exposure of burrowing mammals to Radon Rn-222 in Northwest England
title: Exposure of burrowing mammals to Radon Rn-222 in Northwest England

description: This dataset includes individual passive detector measurements of radon Rn-222 in the air of artificial burrows, Rn-222 measurements by instrumentation in soil gas of interstitial soil pores and burrow air, gamma analyses results for soil samples and, soil moisture and temperature data. Estimates of absorbed dose rates to wildlife from exposure to natural background radionuclides are required to put estimates of dose rates arising from regulated releases of radioactivity and proposed benchmarks into context. These data are from a study conducted at seven sites in northwest England (comprising broadleaved and coniferous woodlands, scrubland and pastures). Passive track etch detectors were used to measure the Rn-222 concentrations in artificial burrows over a period of approximately one year (July 2009 to June 2010). Instrumented measurements of burrow air and soil pore gas were also conducted in October 2009. The data result from a study funded by NERC-CEH and the England  Wales Environment Agency.
description: This dataset includes individual passive detector measurements of radon Rn-222 in the air of artificial burrows, Rn-222 measurements by instrumentation in soil gas of interstitial soil pores and burrow air, gamma analyses results for soil samples and, soil moisture and temperature data. Estimates of absorbed dose rates to wildlife from exposure to natural background radionuclides are required to put estimates of dose rates arising from regulated releases of radioactivity and proposed benchmarks into context. These data are from a study conducted at seven sites in northwest England (comprising broadleaved and coniferous woodlands, scrubland and pastures). Passive track etch detectors were used to measure the Rn-222 concentrations in artificial burrows over a period of approximately one year (July 2009 to June 2010). Instrumented measurements of burrow air and soil pore gas were also conducted in October 2009. The data result from a study funded by NERC-CEH and the England  Wales Environment Agency. Beresford, N.A.; Barnett, C.L.; Vives i Batlle, J.; Potter, E.D.; Ibrahimi, Z-F.; Barlow, T.S.; Schieb, C.; Jones, D.G.; Copplestone, D. (2012). Exposure of burrowing mammals to Radon Rn-222 in Northwest England. NERC Environmental Information Data Centre. https://doi.org/10.5285/2641515F-5B76-445C-A936-1DA51BF365AD. radioecology
DOI: 10.5281/zenodo.1490112
title: Rpa Simulated Dataset Containing Noisy I-V And Noise-Free I-V

description: Dataset contains information for the simulated ideal and noisy I-V curves used in the paper "A bootstrap based approach for improving measurements by retarding potential analyzers", submitted JGR-Space Physics.
DOI: 10.5281/zenodo.1490113
title: Rpa Simulated Dataset Containing Noisy I-V And Noise-Free I-V

description: Dataset contains information for the simulated ideal and noisy I-V curves used in the paper "A bootstrap based approach for improving measurements by retarding potential analyzers", submitted JGR-Space Physics.
DOI: 10.5439/1482668
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Boundary Layer RHI Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Boundary Layer RHI Scan, auxiliary data
DOI: 10.5439/1482669
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector calibration

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector calibration
DOI: 10.5439/1482670
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, attenuated power

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, attenuated power
DOI: 10.5439/1482671
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, attenuated power, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, attenuated power, auxiliary data
DOI: 10.5439/1482672
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector calibration, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector calibration, auxiliary data
DOI: 10.5439/1482673
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, full power

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, full power
DOI: 10.5439/1482674
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, full power, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflect cal, full power, auxiliary data
DOI: 10.5439/1482675
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, raster

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, raster
DOI: 10.5439/1482676
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, raster, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, raster, auxiliary data
DOI: 10.5439/1482677
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, RHI Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, RHI Scan
DOI: 10.5439/1482678
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, RHI Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Corner reflector, RHI Scan, auxiliary data
DOI: 10.5439/1482679
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Cross-Wind RHI Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Cross-Wind RHI Scan
DOI: 10.5439/1482680
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Cross-Wind RHI Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Cross-Wind RHI Scan, auxiliary data
DOI: 10.5439/1482681
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Fixed-Pointing Mode

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Fixed-Pointing Mode
DOI: 10.5439/1482682
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Fixed-Pointing Mode, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Fixed-Pointing Mode, auxiliary data
DOI: 10.5439/1482683
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Hemispherical Sky RHI Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Hemispherical Sky RHI Scan
DOI: 10.5439/1482684
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Hemispherical Sky RHI Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Hemispherical Sky RHI Scan, auxiliary data
DOI: 10.5439/1482685
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Fixed-Pointing Mode

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Fixed-Pointing Mode
DOI: 10.5439/1482686
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Fixed-Pointing Mode, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Fixed-Pointing Mode, auxiliary data
DOI: 10.5439/1482687
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor, miscellaneous

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor, miscellaneous
DOI: 10.5439/1482688
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor, miscellaneous, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor, miscellaneous, auxiliary data
DOI: 10.5439/1482689
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Plan-Position-Indicator Mode

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Plan-Position-Indicator Mode
DOI: 10.5439/1482690
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Plan-Position-Indicator Mode, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Plan-Position-Indicator Mode, auxiliary data
DOI: 10.5439/1482691
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor RHI Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor RHI Scan
DOI: 10.5439/1482692
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor RHI Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor RHI Scan, auxiliary data
DOI: 10.5439/1482693
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Vertically-Pointing Scan

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Vertically-Pointing Scan
DOI: 10.5439/1482694
title: ARM: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Vertically-Pointing Scan, auxiliary data

description: Ka-Band Scanning ARM Cloud Radar (KASACR); Mentor Vertically-Pointing Scan, auxiliary data