cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.326929
title: Helicopter-borne sea ice thickness measurements during campaign IRIS2004 from flight IRIS2004_50
DOI: 10.1594/pangaea.326930
title: Helicopter-borne sea ice thickness measurements during campaign IRIS2004 from flight IRIS2004_51
DOI: 10.1594/pangaea.326932
title: Helicopter-borne sea ice thickness measurements during campaign IRIS2004 from flight IRIS2004_53
DOI: 10.1594/pangaea.326933
title: Helicopter-borne sea ice thickness measurements during campaign IRIS2004 from flight IRIS2004_54
DOI: 10.1594/pangaea.326936
title: Helicopter-borne sea ice thickness measurements during campaign IRIS2004 from flight IRIS2004_57
DOI: 10.1594/pangaea.786887
title: Counts of fish species from trawl and dredge samples in the eastern Weddell and Lazarev Seas during POLARSTERN cruise ANT-IX/3

description: Depth, water is the mean sample depth.
DOI: 10.1594/pangaea.899177
title: Aircraft measurements of spectral solar up- and downward irradiances in the Arctic during the ACLOUD campaign 2017

description: During the ACLOUD (Arctic CLoud Observations Using airborne measurements during polar Day ) campaign conducted in May / June 2017, spectral up- and downward irradiances were measured in the Svalbard area using the Spectral Modular Airborne Radiation measurement sysTem (SMART-Albedometer). The data set provides solar spectra (400 - 2155 nm) along the flight tracks of 17 flights performed by the Polar 5 aircraft in 2 Hz resolution.
DOI: 10.1594/pangaea.902259
title: High-resolution photogrammetric point clouds from northeast Siberian forest stands. Alfred-Wegener-Institute research expedition "Chukotka 2018"

description: This dataset features ten ultra-high resolution photogrammetric point clouds from northeast Siberian forest stands. The data has been acquired on the joint research expedition "Chukotka 2018" led by Alfred-Wegener-Institute, Helmholtz Centre for Polar and Marine Research Potsdam, Germany and the Northeastern Federal University of Yakutsk, Russia.The field sites have an approximate size of 50*50 m and are located in different locations accross Chukotka (~67.36° N 168.32° E) and Yakutia (~59.99° N 112.98° E). The forest stands are diverse in tree density, species composition, crown structure, height distribution, and crown cover. The point clouds have been reconstructed from close range UAV-based RGB imagery. The data has been cleaned.Details on the dataset, processing steps and study areas can be found in Brieger et al. (2019).
description: Supplement to: Brieger, Frederic; Herzschuh, Ulrike; Pestryakova, Luidmila A; Bookhagen, Bodo; Zakharov, Evgenii S; Kruse, Stefan (2019): Advances in the Derivation of Northeast Siberian Forest Metrics Using High-Resolution UAV-Based Photogrammetric Point Clouds. Remote Sensing, 11(12), 1447
DOI: 10.17043/manzoni-2020
title: Hydrology and water quality data from the Gialova lagoon, Greece, 2016⁠ – ⁠2018
DOI: 10.17632/yf5dccxcww.1
title: Nikon-TRACKFlow demonstrations

description: This dataset contains demonstration videos of the Nikon-TRACKFlow module for automated microscopy, which is embedded within Nikon NIS-Elements Advanced Research. The goal of these video files is to provide a visual representation of the package.
DOI: 10.17632/zrv3x7wnhy.6
title: Repacking Accelerates High-Silica Melts Extraction: Insights from Microstructural Record and Numerical Modeling

description: The is supplementary dataset for a contribution submitted to Geophysical Research Letters, including Tables S1 to S7.
DOI: 10.18128/d020.v7.2
title: Integrated Public Use Microdata Series, International: Version 7.2

description: IPUMS-International is an effort to inventory, preserve, harmonize, and disseminate census microdata from around the world. The project has collected the world's largest archive of publicly available census samples. The data are coded and documented consistently across countries and over time to facilitate comparative research. IPUMS-International makes these data available to qualified researchers free of charge through a web dissemination system. Historical census data from Canada, Denmark, the United Kingdom, Germany, Iceland, Norway, Sweden, and the United States for the period 1703 to 1911 are now available from IPUMS-International. These historical datasets were previously disseminated by the North Atlantic Population Project (NAPP).
DOI: 10.18140/flx/1440146
title: FLUXNET2015 DE-Geb Gebesee

description: This is the FLUXNET2015 version of the carbon flux data for the site DE-Geb Gebesee.
DOI: 10.25326/3
title: IAGOS Carbon Monoxide contribution and interpolated modeled data from ECMWF – L4

description: This data product is composed of variables of two sort: Carbon Monoxide contribution and interpolated modeled data from ECMWF.

### Carbon Monoxide contribution: quantification of IAGOS CO origin calculated with SOFT-IO v1.0

Source attribution using FLEXPART and carbon monoxide emission inventories (SOFT-IO version 1.0 ; Sauvage et al., 2017) is a tool based on the FLEXPART particle dispersion model (Stohl et al., 2005) coupled on emission inventories provided in the scientific community (e.g. GVAS v1.2, GFED4, MACCity, EDGAR). It has been developed for the atmospheric community to quantify source/receptor links for atmospheric trace gases considered as passive, such as for in-situ measurements of carbon monoxide (CO). SOFT-IO has been first applied and evaluated over the IAGOS data-sets (MOZAIC, CARIBIC, IAGOS).

SOFT-IO simulates the global contributions of anthropogenic and biomass burning emissions from the ECCAD emission inventory database ([http://eccad.aeris-data.fr/](http://eccad.aeris-data.fr/)) for all measured CO mixing ratio.

This product will help in the interpretation of the subtantial IAGOS data-set. In particular it helps quantifying the CO’ geographical origin and emission sources that drive the observed CO distributions in the troposphere and in the lower stratosphere.

For each CO measurements (every 0.5° in latitude or longitude at cruising altitude, every 10hPa during ascent or descent of the flight), CO origin is automatically calculated and separated by type of source (biomass burning and anthropogenic emissions) and by geographical regions (14 over the globe, see Fig.1).

Ancillary data of CO contribution is  automatically calculated and now available in the IAGOS data base, from December 2001 to present day.

### Interpolated modeled data from ECMWF

We also provide systematic ancillary parameters based on ECMWF data and on FLEXPART back-trajectories along each flight measurements. These ancillary parameters are available from 1994 to present day.

The following ECMWF data are interpolated along flight trajectories using 6 hours ECMWF analysis and 3 hours ECMWF forecasts :
-   Air potential temperature
-   Geopotential height at 500 hPa
-   Orography
-   Pressure at 4 different PV values (1.5, 2, 3 and 4)
-   Surface Pressure
-   Vertical wind velocity
-   Boundary layer height

We also provide parameters derived from systematic FLEXPART simulations along each flight measurements :
-   Potential vorticity
DOI: 10.26186/5dd48d628f4f6
title: Radiometric Grid of Australia (Radmap) v4 2019 filtered pct potassium grid

description: The filtered potassium grid is a derivative of the 2019 radiometric or gamma-ray grid of Australia. The radiometric, or gamma-ray spectrometric method, measures the natural variations in the gamma-rays detected near the Earth's surface as the result of the natural radioactive decay of potassium, uranium and thorium. The data are collected on airborne geophysical surveys conducted by Commonwealth, State and Northern Territory Governments and the private sector. The 2019 filtered potassium grid has a cell size of about 100m (0.001 degrees) and shows potassium element concentrations of the Australia region. It was obtained by applying a low-pass filter to the original potassium grid. Potassium is the seventh most abundant element in the Earth's crust. This potassium concentration grid can be used to locate minerals and compounds containing potassium.
DOI: 10.3886/e208143v1
title: Data and Code for: Start-up Costs and Market Power: Lessons from the Renewable Energy Transition

description: This is the replication package for Start-up Costs and Market Power: Lessons from the Renewable Energy Transition authored by Akshaya Jha and Gordon Leslie.<b><br><br>Abstract: </b>Firms expect to recover the fixed costs required to start production by earning positive operating profits in subsequent periods. We develop a dynamic competitive benchmark that accounts for start-up costs, showing that static markups overstate the rents attributable to market power in an electricity market where generators frequently stop and start production in response to rooftop solar output. We demonstrate that the large-scale expansion of solar capacity can lead to increases in the collective profitability of fossil-fuel plants because competition softens at sunset---plants displaced by solar during the day must incur start-up costs to compete in the evening.
description: Response Rates: These data cover the universe of electricity generating units operating in the WEM covering the SWIS.
description: These data cover the universe of electricity generating units operating in the WEM covering the SWIS.
description: This analysis covers the wholesale electricity market (WEM) covering the south-west of Western Australia via the South West Interconnected System (SWIS).  . Smallest Geographic Unit: Western Australia
description: other;
DOI: 10.5067/aura/mls/data2008
title: MLS/Aura L2 Geopotential Height - Version 4
DOI: 10.5067/modis/myd08_m3.006
title: MYD08_M3 MODIS/Aqua Aerosol Cloud Water Vapor Ozone Monthly L3 Global 1Deg CMG
DOI: 10.5281/zenodo.10450921
title: Organic Matter Database (OMD)

description: Agricultural, fisheries, forestry and agro-processing activities produce large quantities of residues, by-products and waste materials every year. However, data on such residues and by-products are not readily available. We present a global organic matter database (OMD) of residues and by-products from agriculture, fisheries, forestry and related industries. The OMD is the first of its kind consolidating quantities of residues and by-products from agriculture, fisheries, forestry and allied industries globally. Residue datasets were estimated from the FAOSTAT and FishStatJ databases using prescribed equations and conversion factors.
description: The various files contain residue estimates by country, crop or animal species and year
DOI: 10.5281/zenodo.12731173
title: New coastal records in northern Brittany (Plouescat, NW France): Sedimentological, palynological and paleogenomic data over the last 7.3 ka BP

description: The original research paper, entitled: "From a coastal plain to an anthropized fluvial valley (NW Brittany, France): 7.3 kyrs of paleoenvironmental evolution from sedimentology, palynology and paleogenomic", combines multiproxy data to investigate paleoenvironmental changes in a coastal system in northern Brittany (NW France). This approach required multiple methodologies, data acquisitions, treatments and results, which are repositoried in a data in brief paper. 

Here, the datasets are linked to the Data In Brief Paper entitled "New coastal records in northern Brittany (Plouescat, NW France): Sedimentological, palynological and paleogenomic data over the last 7.3 ka BP" and present the raw data set from the ANE-C3 and PADMé cores, including datations, sedimentological (i.e., XRF, grain size) and palynological data.
DOI: 10.5281/zenodo.1299712
title: SCOPE Climate: temperature

description: SCOPE Climate (Spatially COherent Probabilistic Extended Climate dataset) is a 25-member ensemble of 142-year high-resolution reconstructions of precipitation, temperature and Penmann-Monteith reference evapotranspiration over France, from 1 January 1871 to 29 December 2012. SCOPE Climate results from the statical downscaling of the global extended reanalysis 20CR V2 with the SCOPE method (Caillouet et al., 2016, 2017). SCOPE Climate provides an ensemble of 25 equally-plausible spatially-coherent gridded multivariate time series. Data are available at a daily time step on a 8 km grid over France as 25 files in NetCDF format. Reconstructed values cover grid cells located only within metropolitan France national borders (including Corsica). The SCOPE Climate dataset is fully described by Caillouet et al. (2019). This dataset provides reconstructions of temperature as a 25-member ensemble of gridded time series. Temperature values from member 1 should be used with reconstructed precipitation/evapotranspiration values from member 1 (and so on). The corresponding precipitation dataset can be found at http://doi.org/10.5281/zenodo.1299760, and the evapotranspiration dataset at http://doi.org/10.5281/zenodo.1251843.
description: This work was funded by Irstea and CNR.
description: {"references": ["Caillouet, L., Vidal, J.-P., Sauquet, E., Graff, B. & Soubeyroux, J.-M. (2019) SCOPE Climate: a 142-year daily high-resolution ensemble meteorological reconstruction dataset over France, Earth System Science Data, 11, 241-260, https://doi.org/10.5194/essd-11-241-2019", "Caillouet, L., Vidal, J.-P., Sauquet, E., Devers, A. & Graff, B. (2017) Ensemble reconstruction of spatio-temporal extreme low-flow events in France since 1871. Hydrology and Earth System Sciences, 21, 2923-2951. http://dx.doi.org/10.5194/hess-21-2923-2017", "Caillouet, L., Vidal, J.-P., Sauquet, E. & Graff, B. (2016) Probabilistic precipitation and temperature downscaling of the Twentieth Century Reanalysis over France. Climate of the Past, 12, 635-662. http://dx.doi.org/10.5194/cp-12-635-2016"]}
DOI: 10.5281/zenodo.14376664
title: Xenolith constraints on the mantle potential temperature and thickness of cratonic roots through time

description: Geochemical Dataset files (V.1) for the GRL Manuscript "Xenolith constraints on the mantle potential temperature and thickness of cratonic roots through time". Table captions and information on samples, ages, and references are provided in the file.
DOI: 10.5281/zenodo.14673557
title: Polysaccharide Hydrolase Activities in Danish Coastal Seawater and Sediments under Varying Hydrostatic Pressures

description: The potential of the seawater or sedimentary microbial community to hydrolyze seven high-molecular-weight polysaccharides (arabinogalactan, chondroitin sulfate, fucoidan, laminarin, mannan, pullulan, and xylan) was investigated in a coastal station off the coast of Helsingor, Denmark. This investigation was part of the larger project to understand pressure effects on enzymatic activity and these samples were collected in September, 2023.
DOI: 10.5281/zenodo.3694328
title: Data for "Abrupt transitions in an atmospheric single-column model with weak temperature gradient approximation"

description: These are the main output files for the experiment studied in the paper "Abrupt transitions in a single-column model with weak temperature gradient approximation". File names and descriptions are as follows: hysteresis.mat: A MATLAB file that contains WRF output from the hysteresis test used to create Figure 5 of the paper. The variable names should be straightforward to someone familiar with WRF. (Full WRF output was not saved for these runs.) input_soil: surface initial conditions for WRF SCM, same for all experiments input_sounding: initial sounding, same for all experiments main_fls1: a WTG SST-ramping experiment showing \(f_{\rm LS}\to 1\) as described in the paper. main_rce_ramp: a SST-ramping experiment without the weak temperature gradient approximation namelist.input.rce: the namelist input file for the "rce_run" experiment namelist.input.wtg: the namelist input files for the "wtg_ramp_run1" experiment rce_run: the main RCE experiment used to create the background WTG profile for the wtg_ramp_run1 experiment and the wtg_noramp experiment wtg_noramp: a 180-day experiment with WTG but no ramping, for comparison wtg_ramp_run1: the main WTG ramping experiment showing the abrupt transitions
DOI: 10.5281/zenodo.3989548
title: GOAL hydrographic gridded data set for the Northern Antarctic Peninsula, Southern Ocean

description: This gridded product was built by optimally interpolate the Brazilian High Latitude Oceanography Group (GOAL) profiles sampled in the Northern Antarctic Peninsula (NAP) during 2003-2019. The profiles were first linearly interpolated onto 114 depth levels, and then optimally interpolated in space using a grid of ~10 km resolution. The grid spacing is 0.09˚ along latitudes and 0.2˚ along longitudes (i.e., 0.09˚ latitude x 0.09˚/cos(63˚S) longitude, where 63˚S is the mean latitude of our domain). A series of tests were made to find the appropriate smoothing lengthscale and the a priori relative error in order to find a balance between smoothness and feature representativeness. The final smoothing lengthscale (i.e. the radius of influence of the interpolation) chosen was 0.8˚ in latitude and longitude, and the a priori relative error allowed was set to 0.1 for the objective interpolation algorithm. The same constants were set for all depth levels and all variables. Regions where the mapping relative error was higher than 0.5 were excluded. The GOAL gridded product can be used for several applications, including input data for ocean and climate models initialization/assessment and ocean reanalysis evaluation, as well as to produce and reconstruct biogeochemical properties. Finally, the GOAL hydrographic gridded product represents the ocean mean-summer-state for the NAP in the early 21st-century.
description: If you want to contact the GOAL group, please, visit https://www.goal.furg.br/ or send us an email at rodrigokerr@furg.br, mauricio.mata@furg.br or dfsgar@furg.br
description: {"references": ["Mata, M. M., Tavano, V. M. and Garcia, C. A. E. (2018). 15 years sailing with the Brazilian High Latitude Oceanography Group (GOAL), Deep Sea Research Part II, 149, 1-3, doi: 10.1016/j.dsr2.2018.05.007.", "Kerr, R., Mata, M. M., Mendes, C. R. B. and Sechhi, E. R. (2018). Northern Antarctic Peninsula: a marine climate hotspot of rapid changes on ecosystems and ocean dynamics, Deep Sea Research Part II, 149, 4\u20139, doi: 10.1016/j.dsr2.2018.05.006."]}
DOI: 10.5281/zenodo.5083049
title: Urban bicycle networks, existing and synthetically grown

description: This data set contains all data used and generated in the study Growing Urban Bicycle Networks. The data contain, for 62 cities: original data of bicycle and street networks acquired from OpenStreetMap using OSMnx, processed simplified and merged data of these networks and snapped points of interests of rail and metro stations and grids, results and metrics of simulated synthetic bicycle networks, plots of results, plots of existing and synthetic networks, videos of simulated growing synthetic bicycle networks.
description: Data gathered and produced by this code: https://github.com/mszell/bikenwgrowth
DOI: 10.5281/zenodo.7782901
title: Wind data for the mean velocity profile and turbulence spectra

description: This dataset is used for the representation of the wind tunnel flow turbulence and the generation of the mean velocity profile and turbulence spectra.
DOI: 10.5285/315740b1-a7b9-4cf0-9521-86f046e33e9a
title: Seismic bathymetry data, Antarctic Peninsula, Larsen C Ice Shelf, 2016

description: In 2016, a series of ice shelf cavity bathymetry point measurements were made across Larsen C Ice Shelf, West Antarctica. The sites were selected to address deficiencies in the coverage provided by existing data sets. A hammer and plate seismic source was used. Seismic reflection data were recorded on 24 receivers at 10 m interval and 30 m offset. Sea bed reflections are observed at all sites. Surface elevation measurements are provided to allow estimation of ice thickness when an ice base reflection is not visible. Funded as part of the Polar Science for Planet Earth Programme, British Antarctic Survey, Natural Environment Research Council.
description: The seismic reflection data were collected using a hammer and plate source into 24 surface receivers at 30 m offset and 10 m interval. At each site, around 20 single blow records were collected as well as an on-site stack of 10 hammer blows. Seismic data were recorded at 8 kHz sample rate. The Fresnel zone is dependent on ice and water column thickness and therefore site specific. The dual frequency GPS data were collected with a Trimble R7 GPS unit at each site to obtain an accurate surface elevation.
description: The seismic reflection data were collected with 1 x Geometrics Geode seismograph with 40 Hz vertical georods. The dual frequency GPS data were collected with a Trimble R7 GPS unit.
description: Raw data are provided and data quality can therefore be readily assessed. Data quality will vary from shot to shot due to the nature of using a hammer source.
DOI: 10.5285/5d63777d-b375-4791-918f-9a5527093298
title: Seismic refraction data, Antarctic Peninsula, Larsen C Ice Shelf, Whirlwind Inlet, November-December 2015

description: Seismic refraction experiments were conducted in four locations in the Whirlwind Inlet, Larsen C Ice Shelf, with the main purpose of estimating firn density profiles. The data were collected as part of NERC Project MIDAS. The locations, procedures and raw data files produced along with quality descriptions are all summarised in the observer's log provided along with the datasets. Funding was provided by NERC Standard Grant 'Impact of surface melt and ponding on ice shelf dynamics and stability', 2014-2017, NERC Reference NE/L005409/1.
description: The seismic refraction data were collected with a 14 lb sledgehammer and plastic plate seismic source, using the instrumentation specified below, to create "walk-away" shot gathers. The seismic lines of shot and geophones are aligned with the ice-shelf flow direction, i.e. aligned along a flowline originating from the Cabinet Inlet. No reverse shots were recorded because the firn was layered and laterally homogeneous in each location. Three different geophone patterns were used depending on location. These patterns are described in the file "Project MIDAS 2014-17 NE_L005409_1 Observers Log Nov-Dec15 seismic campaign Overview", and the four .csv files for locations WI-0, WI-45, WI-60 and WI-70 (e.g. "Project MIDAS 2014-17 NE_L005409_1 Observers Log Nov-Dec15 seismic campaign WI-0", etc.) then specify explicitly which geophone pattern was used to generate any particular data file.
description: 2 x Geometrics Geode seismographs with 100 Hz vertical geophones, acquired using Geometrics proprietary software MGEOS@, recording raw data files in .sg2 format.
description: Raw data are provided and data quality can therefore be readily assessed. Note that there are some bad traces in most data files, caused by faulty take-outs in the seismic cable used.
DOI: 10.57780/en1-a0f1eee
title: Envisat GOMOS Level 2 - Atmospheric constituents profiles - Gridded User Friendly Product [GOMOS_UFP_gridded]

description: Envisat GOMOS Level 2 - Atmospheric constituents profiles - Gridded User Friendly Product [GOMOS_UFP_gridded]
DOI: 10.6084/m9.figshare.12933908
title: S.DB.5| Abundance (in units of counts per million (CPM)) of genes encoding for ‎F420:methanophenazine dehydrogenase complex (fpoABCDHIJKLMNO) in Lake Kinneret ‎sediments and slurry incubations. ‎

description: S.DB.5| Abundance (in units of counts per million (CPM)) of genes encoding for ‎F420:methanophenazine dehydrogenase complex (fpoABCDHIJKLMNO) in Lake Kinneret ‎sediments and slurry incubations. ‎
DOI: 10.6084/m9.figshare.25782309
title: Defining Proteoform-Specific Interactions for Drug Targeting in a Native Cell Signalling Environment

description: Native top-down mass spectrometry