cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1745238
title: Climatology of rainfall from Atlantic hurricanes in the USA from radar data

description: Atlantic Tropical Cyclone Rainfall Climatology in the USA<br>
Data sources (see references): NEXRAD level III data, hourly precipitation; IBtracs best track data; University of Colorado extended best track data<br>
Available as NetCDF files and Matlab structure

Classification as TC precipitation criteria: within radius of outermost closed isobar of a TC at a given time

Scope: 100km radius around corresponding radar station

Dealing with radar outages: up to 2h gap - interpolation of precipitation, larger gaps - rescaling of frequency with fraction of available data (see formulas)

Available variables per radar station:


	Location: name [ ], coordinates [°N, °W]
	Grid: lat [°N], lon [°E]
	Frequency rescaling: re_freq [ ]


Available variables per event:


	Storm identifiers: name [ ], year [a]
	Storm total precipitation
	
		Area distribution: Ptot [kg/m<sup>2</sup>], gridded (0.1x0.1°)
		Area average: Ptot_av [kg/m<sup>2</sup>]
		Area maximum within 0.5x0.5°: Ptot_max [kg/m<sup>2</sup>]
	
	
	Annual exceedance frequency: f(Ptot_max) [a^-1]


Relevant formulas:

re_freq = total duration of storm exposure / duration of viable measurements<br>
f (Ptot_max) = (number of events exceeding Ptot_max / length of observation) * re_freq

Matlab structure:


	Level 1: TCP_climatology
	Level 2: station variables -&gt; station_event_data leads to event variables
	Level 3: event variables -&gt; Ptot leads to spatially gridded precipitation
	Level 4: Ptot-grid
description: {"references": ["NCEI DSI 7000; https://data.nodc.noaa.gov/cgi-bin/iso?id=gov.noaa.ncdc:C00708"]}
DOI: 10.5281/zenodo.2560435
title: AbDb processed and pickled for use in deep learning CDR-H3 Structure prediction

description: This is a pickle file, ready for training by the neural network described in "Improving CDR-H3 modelling in Antibodies" found at the following URL:

https://github.com/OniDaito/MRes

The data is derived from the AbDb dataset found at:

http://www.bioinf.org.uk/abs/abdb/
DOI: 10.5281/zenodo.2560436
title: AbDb processed and pickled for use in deep learning CDR-H3 Structure prediction

description: This is a pickle file, ready for training by the neural network described in "Improving CDR-H3 modelling in Antibodies" found at the following URL:

https://github.com/OniDaito/MRes

The data is derived from the AbDb dataset found at:

http://www.bioinf.org.uk/abs/abdb/
DOI: 10.5286/isis.e.rb1900132-1
title: 1900132
DOI: 10.17632/wwt485jjhh.1
title: Data for: Effect of sedimentary environment on the formation of organic-rich marine shale: Insights from major/trace elements and shale composition

description: All of the data used in this manuscript are listed in this excel file.
DOI: 10.17632/shv4v5t9km.1
title: Data for: Source-to-sink system reconstruction in the northern Jiaolai Basin, eastern China, by multiproxy provenance methods and implications for exhumation of the Sulu orogen

description: results for conglomerate clast counts, detrital composition point counts of sandstone, and detrital zircon U-Pb geochronology.
DOI: 10.5281/zenodo.2560685
title: xROI Example Datasets

description: This dataset includes digital images required to reproduce examples in the following manuscript:

Bijan Seyednasrollah, Thomas Milliman, Andrew D. Richardson (in review). Data extraction from digital repeat photography using xROI: An interactive framework to facilitate the process, The <em>ISPRS</em> Journal of <em>Photogrammetry</em> and <em>Remote Sensing</em> (P&RS).
DOI: 10.5281/zenodo.2560686
title: xROI Example Datasets

description: This dataset includes digital images required to reproduce examples in the following manuscript:

Bijan Seyednasrollah, Thomas Milliman, Andrew D. Richardson (in review). Data extraction from digital repeat photography using xROI: An interactive framework to facilitate the process, The <em>ISPRS</em> Journal of <em>Photogrammetry</em> and <em>Remote Sensing</em> (P&RS).
DOI: 10.5285/80d7809d-cff2-6af2-e053-6c86abc0acc1
title: Dissolved nitrous oxide and methane in water column and pore water surface sediment (box corer) for UK Shelf Sea Biogeochemistry cruise DY018.

description: This dataset contains 208 measurements (from 144 water bottle and 1 surface sediment pore water sample) of seawater dissolved nitrous oxide (N2O) and methane (CH4) from the Celtic Sea (50N, 8W). The samples were collected during RRS Discovery cruise DY018 in Nov-Dec 2014, as part of the UK Shelf Sea Biogeochemistry research programme (UK-SSB), in order to assess variability in the source-sink strength and exchange of both gases in the Celtic sea. Measurements were carried out using Flame Ionisation detection-gas chromatography (FID-GC) for methane and Electron capture detection-gas chromatography (ECD-GC) for nitrous oxide. The data were collected as part of the SSB research programme in the CaNDyFloSS: Carbon and Nutrient Dynamics and Fluxes over Shelf Systems (NE/K00185X/1) research programme component. SSB was co-funded by the Natural Environment Research Council (NERC) and the Department for Environment, Food and Rural Affairs (Defra). The programme took a holistic approach to the cycling of nutrients and carbon and the controls on primary and secondary production in UK and European shelf seas, to increase understanding of these processes and their role in wider biogeochemical cycles. The British Oceanographic Data Centre (BODC) created the metadata entry and is responsible for holding master copies of the data.
DOI: 10.5285/80d7809d-cff3-6af2-e053-6c86abc0acc1
title: Dissolved nitrous oxide in water column for UK Shelf Sea Biogeochemistry cruise DY029.

description: This dataset contains 241 measurements (from 241 water bottle) of seawater dissolved nitrous oxide from the Celtic Sea (50N, 8W). The samples were collected during RRS Discovery cruise DY029 in April 2015, as part of the UK Shelf Sea Biogeochemistry research programme (UK-SSB), in order to assess variability in the source-sink strength and exchange of nitrous oxide (N2O) in the Celtic sea. Measurements were carried out using Electron capture detection-gas chromatography (ECD-GC) for nitrous oxide. SSB was co-funded by the Natural Environment Research Council (NERC) and the Department for Environment, Food and Rural Affairs (Defra). The programme took a holistic approach to the cycling of nutrients and carbon and the controls on primary and secondary production in UK and European shelf seas, to increase understanding of these processes and their role in wider biogeochemical cycles. The British Oceanographic Data Centre (BODC) created the metadata entry and is responsible for holding master copies of the data.
DOI: 10.5285/80d7809d-cff4-6af2-e053-6c86abc0acc1
title: Dissolved nitrous oxide in water column for UK Shelf Sea Biogeochemistry cruise DY033.

description: This dataset contains 252 measurements (from 252 water bottle) of seawater dissolved nitrous oxide from the Celtic Sea (50N, 8W). The samples were collected during RRS Discovery cruise DY033 in July-Aug 2015, as part of the UK Shelf Sea Biogeochemistry research programme (UK-SSB), in order to assess variability in the source-sink strength and exchange of nitrous oxide (N2O) in the Celtic sea. Measurements were carried out using Electron capture detection-gas chromatography(ECD-GC) for nitrous oxide.  SSB was co-funded by the Natural Environment Research Council (NERC) and the Department for Environment, Food and Rural Affairs (Defra). The programme took a holistic approach to the cycling of nutrients and carbon and the controls on primary and secondary production in UK and European shelf seas, to increase understanding of these processes and their role in wider biogeochemical cycles. The British Oceanographic Data Centre (BODC) created the metadata entry and is responsible for holding master copies of the data.
DOI: 10.5281/zenodo.2559458
title: Southern Hemisphere cyclones tracks 1979-2013

description: This includes the filtered cyclone tracks which combined with ERA-Interim reanalysis data provide the basis for the results published in "Which extra-tropical cyclones contribute most to the transport of moisture in the Southern Hemisphere?" by Sinclair and Dacre in Journal of Geophysical Research - Atmospheres. ERA-Interim reanalysis data can be obtained freely from https://apps.ecmwf.int/datasets/

The cyclone tracks were produced using TRACK. For the method and relevant references please see the paper. For details of the data files, see the README file (README_tracks).
DOI: 10.5281/zenodo.2560322
title: Buildings (Comune di Napoli)

description: ESM data subset, generated by extracting band 50 as buildings with the next information:

gid integer geom geometry(Polygon,EPSG:3035) albedo real emissivity real transmissivity real vegetation_shadow real run_off_coefficient real building_shadow smallint height real

This data is an input for local effects calculation.
description: Provenance: The European Settlement Map 2017 Release
DOI: 10.5281/zenodo.2560323
title: Buildings (Comune di Napoli)

description: ESM data subset, generated by extracting band 50 as buildings with the next information:

gid integer geom geometry(Polygon,EPSG:3035) albedo real emissivity real transmissivity real vegetation_shadow real run_off_coefficient real building_shadow smallint height real

This data is an input for local effects calculation.
description: Provenance: The European Settlement Map 2017 Release
DOI: 10.6073/pasta/b9a061361edd036a7f988aa83c557e83
title: Hubbard Brook Experimental Forest (USDA Forest Service):
    Wind Speed and Wind Direction Measurements, 1965 -
    present

description: Wind data have been measured by an anemometer mounted 3
      m above the ground at Hubbard Brook Experimental Forest
      Headquarters since 1965. Prior to 1981, every mile of wind
      movement caused a tick mark on a strip-chart recorder, and
      wind direction as N, S, E, W, or a combination, was recorded
      continuously. Since 1981, wind speed and direction have been
      collected by an automatic data logger system. In 2004, a R.M.
      Young company wind speed direction sensor (model 05103) was
      installed. Since that time wind direction (azimuth) are based
      on a 0 to 360 degree scale.
      These data were gathered as part of the Hubbard Brook
      Ecosystem Study (HBES). The HBES is a collaborative effort at
      the Hubbard Brook Experimental Forest, which is operated and
      maintained by the USDA Forest Service, Northern Research
      Station.
DOI: 10.5281/zenodo.2556946
title: Deterministic creation and braiding of chiral edge vortices

description: These codes are used to calculate the numerical results including the band dispersion, current density and also scattering phase.
DOI: 10.5281/zenodo.2556947
title: Deterministic creation and braiding of chiral edge vortices

description: These codes are used to calculate the numerical results including the band dispersion, current density and also scattering phase.
DOI: 10.5281/zenodo.2560328
title: Vegetation (Comune di Napoli)

description: ESM and Urban Atlas based data subset, where every Urban atlas element with CODE 14100,14200,32000,33000 was extracted togheter with band40 ESM elements to gather all as vegetation elements with the next combined information:

gid integer area numeric perimeter numeric geom geometry(Polygon,EPSG:3035), albedo real emissivity real transmissivity real vegetation_shadow real run_off_coefficient real building_shadow smallint

This data is an input for local effects calculation.
description: Provenance: Urban Atlas + the European Settlement Map 2017 Release
DOI: 10.5286/isis.e.rb1910289-1
title: 1910289
DOI: 10.5281/zenodo.2560327
title: Vegetation (Comune di Napoli)

description: ESM and Urban Atlas based data subset, where every Urban atlas element with CODE 14100,14200,32000,33000 was extracted togheter with band40 ESM elements to gather all as vegetation elements with the next combined information:

gid integer area numeric perimeter numeric geom geometry(Polygon,EPSG:3035), albedo real emissivity real transmissivity real vegetation_shadow real run_off_coefficient real building_shadow smallint

This data is an input for local effects calculation.
description: Provenance: Urban Atlas + the European Settlement Map 2017 Release
DOI: 10.5286/isis.e.rb1820126-1
title: 1820126
DOI: 10.6073/pasta/28dc8f2d84985aa713c539f5b7e9cbc4
title: Hubbard Brook Experimental Forest (USDA Forest Service):
    Sediment Yield in Weir Basins

description: Each year the sediment that collects in the stilling
      basin behind the v-notch weir is measured, excavated,
      sampled, dried, and weighed for Watersheds 1 through 8.
      Oven-dry weights are then calculated for all of the sediment
      removed from the basin and extrapolated back over the
      watershed as mass of soil material lost per unit area.
      These data were gathered as part of the Hubbard Brook
      Ecosystem Study (HBES). The HBES is a collaborative effort at
      the Hubbard Brook Experimental Forest, which is operated and
      maintained by the USDA Forest Service, Northern Research
      Station.
DOI: 10.6073/pasta/339aa635594dfef6b302132907fe02ae
title: Hubbard Brook Experimental Forest (USDA Forest Service):
    Daily Solar Radiation Measurements, 1959 - present

description: Daily solar radiation has been measured at Hubbard
      Brook Experimental Forest Headquarters since 1959, using
      several different sensors. Radiation was recorded
      continuously first by a Belfort pyranograph and later by a
      Weather Measure pyranograph. The pyranograph has been at its
      current Headquarter location since 1960 and before that at
      weather station 1, near weir 1. With the installation of the
      automatic weather station in 1981, a LiCor pyranometer was
      collocated with the pyranograph and used as the primary
      radiation sensor. The pyranograph operated until 2000 as a
      back up. Solar radiation is now sampled by the LiCor sensor
      once per minute and hourly and daily means are calculated by
      a Campbell CR-21 Data logger and reported in Mj/m2.
      These data were gathered as part of the Hubbard Brook
      Ecosystem Study (HBES). The HBES is a collaborative effort at
      the Hubbard Brook Experimental Forest, which is operated and
      maintained by the USDA Forest Service, Northern Research
      Station.
DOI: 10.6073/pasta/3dbd794efa96a252d27761243e63ae33
title: Hubbard Brook Experimental Forest (USDA Forest Service):
    Soil Frost Measurements, 1955 - present

description: Soil frost measurements have been collected
      approximately weekly during the winter season using transect
      s adjacent to the established network of standard rain gages
      from 1956 to the present. Soil frost data is collected in
      conjunction with snow depth measurements along each snow
      course. The ground is probed with a ski pole to detect the
      presence or absence of frost at 2 points adjacent to each of
      the 10 snow sample points. At the first 2 points for which
      frost is detected, the soil is excavated and frost thickness
      is measured. Data from one course are averaged for each
      collection date.
      These data were gathered as part of the Hubbard Brook
      Ecosystem Study (HBES). The HBES is a collaborative effort at
      the Hubbard Brook Experimental Forest, which is operated and
      maintained by the USDA Forest Service, Northern Research
      Station.
DOI: 10.6073/pasta/4a88407a930850dcb7b2d4eac45fce95
title: Hubbard Brook Experimental Forest (USDA Forest Service):
    Vapor Pressure Measurements, 1966 - present

description: Hygrothermographs have collected relative humidity at 7
      locations within the Hubbard Brook Experimental Forest since
      1956. Minimum relative humidity at the time of maximum daily
      temperature is then converted to vapor pressure. Because
      vapor pressure varies little throughout a day and among
      locations, data from all available hygrothermographs were
      averaged in order to reduce error. Most of the period of
      record prior to 1981 is not digitally available. Data have
      only been read from the hygrothermograph charts for three
      periods: January 1966 to April 1966; June 1967 to Sept. 1967
      and; May 1971 to April 1973. However, the entire
      hygrothermograph chart collection has recently been scanned
      and prepared for data extraction to fill in gaps in the
      dataset. Beginning in 1981, a humidity sensor has operated as
      part of the automatic weather station at Headquarters.
      These data were gathered as part of the Hubbard Brook
      Ecosystem Study (HBES). The HBES is a collaborative effort at
      the Hubbard Brook Experimental Forest, which is operated and
      maintained by the USDA Forest Service, Northern Research
      Station.
DOI: 10.6073/pasta/4fbe7de67ad6f3e14391fc8d55daaac8
title: Hubbard Brook Experimental Forest (USDA Forest Service):
    Soil Temperature Measurements, 1959 - 1998

description: Soil temperature data were collected approximately
      weekly at the Hubbard Brook Experimental Forest from 1959 -
      1998. Colman temperature-moisture sensors were installed at
      one location west of weir 4 and replicated (1 and 2) at
      depths of 3, 8, 15, 30, 46 and 61 cm. Soil resistance was
      recorded using a manually-operated AC resistance meter then
      converted to temperature. In 1998 the battery needed to
      operate the meter to read the sensors was no longer
      available. No soil temperature data were collected from the
      last Colman reading in 1998 until the start of a new network
      collocated with the Colman plots. Two sets of hydroprobes run
      from a SCAN site (Soil Climate and Analysis Network operated
      by the NRCS) were placed at the original depths and as close
      as possible to the original location. Hubbard Brook SCAN data
      are now available at the NRCS SCAN website from 2002 –
      present and serve to extend the soil temperature dataset
      first initiated in 1959 in to the future.
      These data were gathered as part of the Hubbard Brook
      Ecosystem Study (HBES). The HBES is a collaborative effort at
      the Hubbard Brook Experimental Forest, which is operated and
      maintained by the USDA Forest Service, Northern Research
      Station.
DOI: 10.17632/bcs6f8csyh.1
title: Data for: Climate changes in the eastern Mediterranean over the last 5000 years and their links to the high-latitude atmospheric patterns and Asian monsoons

description: Bulk geochemistry (TOC, δ13C), relative abundances of n-alkanes, n-alkane δD values. Data from the Lerna core, NE Peloponnese, Greece.
DOI: 10.25919/5c5d9ad2b528e
title: Parkes observations for project P958 semester 2018OCTS_31

description: A major breakthrough in fast radio burst (FRB) astronomy was recently made when the repeating FRB 121102 was localized to sub-arcsecond precision. The bursts were found to originate in a bright radio nebula (hypothesized to be a young supernova remnant or pulsar wind nebulae) in a distant dwarf galaxy. These dwarf galaxies are also preferential hosts to superluminous supernova and long gamma-ray bursts, and it has been therefore suggested that the source of the repeating FRB could be a young highly magnetised neutron star. While an understanding of the repeating FRB is emerging, it is still unclear what relationship it has to the rest of the population.   Over the last year searches with the Australian Square Kilometre Array Pathfinder (ASKAP) have detected 26 bursts, and over the next six month will likely detect another 12 FRBs, which  will be localized to a few arcseconds.   Here we propose to search this population for repeats.  Our comprehensive sample and a dense monitoring campaign of well localised bursts, at a fluence limit more than 60 times lower than that of their detections, will either confirm the presence of additional repeating FRBs or the uniqueness of FRB 121102 amongst the population.
DOI: 10.15129/02de7915-cafe-46aa-be2e-146806612590
title: Data for: "The Electrophilic "Fluorination of Enol Esters using SelectFluor Occurs via a Polar Two-Electron Process"

description: Raw data to support the Chem Eur J 2019 publication with the above title. This comprises raw data from NMR spectroscopic experiments.
DOI: 10.5517/ccdc.csd.cc1zhfpl
title: CCDC 1832090: Experimental Crystal Structure Determination

description: Related Article: Vaibhav Mishra, Tejpal S. Chundawat|2019|Turk.J.Chem.|43|713|doi:10.3906/kim-1811-41
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: 10.5517/ccdc.csd.cc2067yf
title: CCDC 1853054: Experimental Crystal Structure Determination

description: Related Article: Camden Hunt,  Madeline Peterson,  Cassidy Anderson,  Tieyan Chang,  Guang Wu,  Steve Scheiner,  and Gabriel Ménard|2019|J.Am.Chem.Soc.|141|2604|doi:10.1021/jacs.8b12899
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: 10.5517/ccdc.csd.cc20680j
title: CCDC 1853056: Experimental Crystal Structure Determination

description: Related Article: Camden Hunt,  Madeline Peterson,  Cassidy Anderson,  Tieyan Chang,  Guang Wu,  Steve Scheiner,  and Gabriel Ménard|2019|J.Am.Chem.Soc.|141|2604|doi:10.1021/jacs.8b12899
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: 10.5063/f1rj4grz
title: Lakes of Alaska with subsetting by watershed and SASAP region

description: Lakes of Alaska were analyzed by watershed and region of Alaska for the State of Alaska Salmon and People (SASAP) project. 188 watersheds and thirteen regions were assessed for number of intersecting lakes, area covered by lakes, and other lakes statistics as described in "Lake_Polygons.ipynb" in this package. Lakes data is based on the River Analysis Project (RAP) dataset as outlined in "A Riverscape Analysis Tool Developed to Assist Wild Salmon Conservation Across the North Pacific Rim" by Whited, D. C., J. S. Kimball, J. A. Lucotch, N. K. Maumenee, H. Wu, S. D. Chilcote, and J. A. Stanford (2012). Lakes polygons in the RAP dataset were provided directly by the authors (Waterbody_AK_RAP.zip) and are based on 1990s-era Landsat 4 and 5 satellite data, with methodology outlined in the publication above. More information on RAP can be found here: http://www.ntsg.umt.edu/rap/default.php. Regions are determined by the SASAP project and watersheds are based on HUC8 definitions from the International Joint Commission and sub-sub-drainages from the Canadian National Hydro Network.