cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.784450
title: Alpine permafrost index map

description: The objective of this study is the production of an Alpine Permafrost Index Map (APIM) covering the entire European Alps. A unified statistical model that is based on Alpine-wide permafrost observations is used for debris and bedrock surfaces across the entire Alps. The explanatory variables of the model are mean annual air temperatures, potential incoming solar radiation and precipitation. Offset terms were applied to make model predictions for topographic and geomorphic conditions that differ from the terrain features used for model fitting. These offsets are based on literature review and involve some degree of subjective choice during model building. The assessment of the APIM is challenging because limited independent test data are available for comparison and these observations represent point information in a spatially highly variable topography. The APIM provides an index that describes the spatial distribution of permafrost and comes together with an interpretation key that helps to assess map uncertainties and to relate map contents to their actual expression in terrain. The map can be used as a first resource to estimate permafrost conditions at any given location in the European Alps in a variety of contexts such as research and spatial planning.Results show that Switzerland likely is the country with the largest permafrost area in the Alps, followed by Italy, Austria, France and Germany. Slovenia and Liechtenstein may have marginal permafrost areas. In all countries the permafrost area is expected to be larger than the glacier-covered area.
description: The "zip"-file (available via the "Download dataset" link) contains the APIM and a surface cover map for the entire European Alps (43°-49° N, 4°-16° E), both spatially subdivided into twelve tiles. The legend for both maps is provided in a "pdf"-file (legend.pdf).The GIS-Layers are provided in the ".png" format, which supports RGB colors and transparency. For each "png"-file, a "world file" (".pgw") for geo-referencing the image is provided. The world file defines the spatial resolution, the rotation of the axes and the coordinates of the upper left pixel. The spatial reference for all tiles is Geographic coordinate system WGS1984 that is defined in the ".xml"-file. Depending on the GIS environment, the coordinate system has to be defined by the user manually in the project file of a GIS. The spatial arrangement of the tiles is described in a "pdf"-file (tiles.pdf).
description: Supplement to: Boeckli, Lorenz; Brenning, A; Gruber, Alexander; Noetzli, Jeannette (2012): Permafrost distribution in the European Alps: calculation and evaluation of an index map and summary statistics. The Cryosphere, 6, 807-820
DOI: 10.1594/pangaea.941973
title: Climatic simulation from the equatorial Indian Ocean

description: During the late Miocene, global cooling occurred alongside the establishment of near-modern terrestrial and marine ecosystems. Significant (3 to 5 °C) sea surface cooling from 7.5 to 5.5 Ma is recorded by proxies at mid to high latitudes, yet the magnitude of tropical cooling and the role of atmospheric carbon dioxide (pCO2) in driving this trend are debated. Here, we present a new orbital-resolution sea surface temperature (SST) record spanning the late Miocene to earliest Pliocene (9 to 5 Ma) from the eastern equatorial Indian Ocean (International Ocean Discovery Program Site U1443) based on Mg/Ca ratios measured in tests of the planktic foraminifer Trilobatus trilobus. To test if an atmospheric pCO2 decrease may have driven this cooling, we also present new paleoclimate model simulations under three atmospheric pCO2 scenarios (300 ppm, 420 ppm and 560 ppm; in the range suggested by existing pCO2 proxy records).The climatic simulation presents the effect of late Miocene pCO2 on Sea surfaces Temperatures. This dataset contains sea surface temperature outputs from modeling experiments with variable CO2 levels and a late Miocene paleogeography (Sarr et al., in review). The simulations have been run using the IPSL-CM5A2 General Circulation Model (Sepulchre et al. 2020 - GMD). It includes 3 simulations at 300, 420 and 560 ppm respectively. Data are monthly averages over the last 100 years of the simulations. Files have curvilinear coordinates (nav_lon, nav_lat).
DOI: 10.21424/r4c62h
title: SPIReS: Landsat 8 snow cover and snow surface properties co-incident with 3 m LiDAR from the Airborne Snow Observatory
DOI: 10.21424/r4h05t
title: SPIReS: Western USA snow cover and snow surface properties, water years 2001-2021
DOI: 10.24381/cds.126d9ce7
title: Climate suitability indicators for tourism from 1970 to 2100 over Europe derived from climate projections
DOI: 10.3886/icpsr01174
title: Why Does Bank Performance Vary Across States?
title: Archival Version

description: One purpose of this research is to suggest how the Riegle-Neal Interstate Banking and Branching Efficiency Act of 1994 might alter the future structure of the United States banking industry by illustrating how branching restrictions have affected banking markets and performance in the past. The research also examines whether loan loss provisions taken by money center banks and other large banks in the 1980s contributed to the increased dispersion of state-level bank earnings in those years.
description: Datasets: 
 
 DS1: Dataset
description: (1) The files submitted are MA97DATA.NW, a data file, and MA97PGNW.EXE, which unzips to a series of SAS programs and a README file. (2) These data are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the investigator(s) if further information is desired.
DOI: 10.5066/f74x5684
title: Declassified Satellite Imagery - 2

description: Declassified satellite images provide an important worldwide record of land-surface change. With the success of the first release of classified satellite photography in 1995, images from U.S. military intelligence satellites KH-7 and KH-9 were declassified in accordance with Executive Order 12951 in 2002. The data were originally used for cartographic information and reconnaissance for U.S. intelligence agencies. Since the images could be of historical value for global change research and were no longer critical to national security, the collection was made available to the public.
DOI: 10.5281/zenodo.10407476
title: Data For "Impact of dust and temperature on primary productivity in Late Miocene oceans"

description: Impact of dust and temperature on primary productivity in Late Miocene oceans

 

This dataset contains marine biogeochemical outputs (NetCDF files) from modeling experiments with realistic late Miocene paleogeography, different CO2 levels and dust concentrations. The simulations focus on the evolution of primary productivity in response to aridification and global cooling. The simulations were carried out using the IPSL-CM5A2 general circulation model (Sepulchre et al. 2020 - IPSL-CM5A2 - an Earth system model designed for multimillennial climate simulations, GMD) and the PISCES-v2 biogeochemistry model (Aumont et al. 2015). It includes four simulations: Mio300Dust (300 ppm, dust concentration equal to pre-industrial level), Mio420Dust2 (420 ppm, dust concentration equal to pre-industrial level divided by 2), Mio420Dust10 (420 ppm, dust concentration equal to pre-industrial level divided by 10) and Mio420NoDust (420 ppm, dust concentration equal to pre-industrial level divided by 1000). The data are monthly averages over the last 100 years of the simulations. 

 

Contact: quentin.pillot@gmail.com

 

Experiments , see Pillot et al. (2024), Methods ans supplementary Informations for details.

 

INTPP : Vertically integrated primary production by phyto (mol/m2/s)

EPC100 : Export of carbon particles at 100 m (mol/m2/s)

LNlight : Light limitation term in Nanophyto (between 0 and 1)

LNnut : Nutrient limitation term in Nanophyto (between 0 and 1)

PPPHY : Primary production of nanophyto (mol/m3/s)

PPPHY2 : Primary production of diatoms (mol/m3/s)

Ndep : Nitrogen deposition from dust (mol/m2/s)

Pdep : Phosphorus deposition from dust (mol/m2/s)

Sidep : Silice deposition from dust (mol/m2/s)

Irondep : Iron deposition from dust (mol/m2/s)

 

Keywords: Late Miocene, marine primary productivity, aridification, dust, CO2, cooling, oceans, modelling, IPSL-CM5A2, PISCES-v2
DOI: 10.5281/zenodo.1154798
title: Salt Gauging And Stage-Discharge Curve, Avançon De Nant, Outlet Vallon De Nant Catchment

description: This data set contains the salt gaugings completed over the period 2016 - 2017 to establish a stage-discharge curve at the outlet of the Vallon de Nant catchment. The data set contains also the latest version of the estimated stage-discharge curve, compared to the theoretical curve estimated from the geometric properties of the weir.

The salt gaugings have been obtained independently by two different research groups from


	Institute of Earth Surface Dynamics (IDYST), Faculty of Geosciences and Environement (FGSE), University of Lausanne (UNIL),
	Stream Biofilm and Ecosystem Research Laboratory (SBER), School of Architecture, Environmental and Civil Engineering (ENAC), Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland,


The stream gauging station itself was constructed thanks to a joint funding by the Swiss Federal Institute for Forest, Snow and Landscape (WSL), University of Lausanne (chair of Prof. S. Lane) and ETH Zürich (chair of Prof. J. Kirchner).

The gauging station is maintained by the Mountain Hydrology and Mass Movements research unit of the Swiss Federal Institute for Forest, Snow and Landscape (WSL) and by the Institute of Earth Surface Dynamics of University of Lausanne.
DOI: 10.5281/zenodo.13947114
title: [Dataset and Software] Altitude-dependent plasma parameter variations of synthetic EISCAT UHF and VHF incoherent scatter spectra calculated from TIE-GCM results
DOI: 10.5281/zenodo.4271331
title: Catchment-scale estimates of Amazon evapotranspiration

description: Amazon basin-mean monthly estimates of evapotranspiration estimated from catchment-balance analysis, satellites (MODIS, P-LSH and GLEAM), reanalysis (ERA5) and the CMIP5 and CMIP6 climate models. Catchment level estimates of climate variables that influence ET are also included (precipitation, radiation and leaf area index). Full details of all source datasets are provided in 'Evapotranspiration in the Amazon: spatial patterns, seasonality and recent trends in observations, reanalysis and CMIP models' in Hydrology and Earth System Sciences, https://doi.org/10.5194/hess-2020-523.
DOI: 10.5281/zenodo.5655807
title: Annual mean 1-km gap-free AOD, PM2.5, and PM10 grids in China, v1 (2000–2020)

description: A Long-term Gap-free High-resolution Air Pollutants concentration dataset (abbreviated as LGHAP) is of great significance for environmental management and earth system science analysis. In the current release of LGHAP aerosol dataset (LGHAP.v1), we provide 21-year-long (2000–2020) gap free annual mean AOD, PM2.5 and PM10 concentration data with a 1-km resolution covering the land area of China. The dataset was generated from the daily gap free AOD (https://doi.org/10.5281/zenodo.5652257) that was derived through an integration of a set of data tensors of AOD and other related datasets such as air pollutants concentration and atmospheric visibility acquired from diversified sensors or platforms via a machine learned regression model. The dataset was provided in the NetCDF format, while data in each individual year were archived in a zip file. Python, Matlab, R, and IDL codes were also provided to help users read and visualize the LGHAP data.
DOI: 10.5285/fa20aaa2060e40cabf5fedce7a9716d0
title: ESA Snow Climate Change Initiative (Snow_cci): Snow Water Equivalent (SWE) level 3C daily global climate research data package (CRDP) (1979 – 2018), version 1.0

description: Snow water equivalent (SWE) indicates the amount of accumulated snow on land surfaces; in other words the amount of water contained within the snowpack. The SWE product time series covers the period from 1979 to 2018. Northern Hemisphere SWE products are available at daily temporal resolution with alpine areas masked. The product is based on data from the Scanning Multichannel Microwave Radiometer (SMMR) operated on National Aeronautics and Space Administration’s (NASA) Nimbus-7 satellite, the Special Sensor Microwave / Imager (SSM/I) and the Special Sensor Microwave Imager / Sounder (SSMI/S) carried onboard the Defense Meteorological Satellite Program (DMSP) 5D- and F-series satellites. The satellite bands provide spatial resolutions between 15 and 69 km. The retrieval methodology combines satellite passive microwave radiometer (PMR) measurements with ground-based synoptic weather station observations by Bayesian non-linear iterative assimilation. A background snow-depth field from re-gridded surface snow-depth observations and a passive microwave emission model are required components of the retrieval scheme. The dataset was aimed to serve the needs of users working on climate research and monitoring activities, including the detection of variability and trends, climate modelling, and aspects of hydrology and meteorology. The Finnish Meteorological Institute is responsible for the SWE product development and generation. For the period from 1979 to May 1987, the products are available every second day. From October 1987 till May 2018, the products are available daily. Products are only generated for the Northern Hemisphere winter seasons, usually from beginning of October till the middle of May. A limited number of SWE products are available for days in June and September; products are not available for the months July and August as there is usually no snow information reported on synoptic weather stations, which is required as input for the SWE retrieval. Because of known limitations in alpine terrain, a complex-terrain mask is applied based on the sub-grid variability in elevation determined from a high-resolution digital elevation model. All land ice and large lakes are also masked; retrievals are not produced for coastal regions of Greenland.
DOI: 10.6073/pasta/a48892da5bc9eab27b18d2364dea6998
title: Hourly temperature and humidity data from the LTER Moist Non-acidic Tussock Experimental plots (MNT).

description: Hourly data from the Toolik Moist Non-acidic Tussock Experimental plots (MNT). In 1999 a Campbell CR10x data logger was installed in block 2 of the experimental plots. The plots are located on a hillside near Toolik Lake (68 38' N, 149 36'W). Sensors were placed in control and greenhouse sites. Soil temperature profiles are reported in another file (1999-present_MNTsoil).
DOI: 10.7265/zzbm-2w05
title: Rutgers Northern Hemisphere 24 km Weekly Snow Cover Extent, September 1980 Onward, Version 1
DOI: 10.15139/s3/w2lwjv
title: CLM-AF Updated Radiation Codes

description: This dataset contains WRF RRTMG codes that have been updated to include greenhouse gas levels representative of the years 2010-2015
DOI: 10.17632/nw5m4hs3jr.1
title: COVID-19 data set resulted from a study on the quality of Novel Corona-virus official datasets

description: This dataset is the result of a study on the quality of official datasets available for COVID-19. This study uses comparative statistical analysis to evaluate the measurement errors and improve the accuracy of COVID-19 official data collections namely “Chinese Center for Disease Control and Prevention (Chinese CDC)” reports, pdf report files of World Health Organization (WHO) and European Centre for Disease Prevention and Control (ECDC). The result is an improved data-set for the COVID-19 studies. More information can be found in this manuscript: “A study on the quality of Novel Coronavirus (COVID-19) official datasets”, published in the Statistical Journal of the IAOS (Journal of the International Association for Official Statistics).
DOI: 10.25326/224
title: EUREC4A film

description: This 20-minute film was shot in Barbados during the EUREC4A field campaign, from January 7th to February 17th 2020. It features a subset of the platforms that were participated in the experiment and shows the people who were operating them. Additional interviews from a few scientists present the motivations for the campaign and its various measurements. Overall, the film attempts to reflect the spirit of the campaign and of the people who made it possible.
DOI: 10.3334/cdiac/lue.db1015
title: Global Patterns of Carbon Dioxide Emissions from Soils on a 0.5 Degree Grid Cell Basis

description: We use semi-mechanistic, empirically based statistical models to predict the spatial and temporal patterns of global carbon dioxide emissions from terrestrial soils. Emissions include the respiration of both soil organisms and plant roots. At the global scale, rates of soil CO2 efflux correlate significantly with temperature and precipitation; they do not correlate well with soil carbon pools, soil nitrogen pools, or soil C:N. Wetlands cover about 3% of the land area but diminish predicted CO2 emissions by only about 1%. The estimated annual flux of CO2 from soils to the atmosphere is estimated to be 76.5 Pg C yr-1, 1-9 Pg greater than previous global estimates, and 30-60% greater than terrestrial net primary productivity. Historic land cover changes are estimated to have reduced current annual soil CO2 emissions by 0.2-2.0 Pg C yr-1 in comparison with an undisturbed vegetation cover. Soil CO2 fluxes have a pronounced seasonal pattern in most locations, with maximum emissions coinciding with periods of active plant growth. Our models suggest that soils produce CO2 throughout the year and thereby contribute to the observed wintertime increases in atmospheric CO2 concentrations. Our derivation of statistically based estimates of soil CO2 emissions at a 0.5-degree latitude-by-longitude spatial and monthly temporal resolution represents the best-resolved estimate to date of global CO2 fluxes from soils and should facilitate investigations of net carbon exchanges between the atmosphere and terrestrial biosphere.
DOI: 10.5063/f17h1gtq
title: The FoRAGE (Functional Responses from Around the Globe in all Ecosystems) database: a compilation of functional responses for consumers and parasitoids.

description: This dataset contains 2,083 functional responses for all types of consumers from around the globe. We obtained original functional response curves from publications, standardized the spatial and temporal units of prey density and foraging rate, and refit the curves using standardized methods. The functional response data are augmented with additional information on the habitat and dimensionality of the foraging interaction, predator and prey types and body masses, temperature, and size of the experimental unit. The purpose of the dataset is to provide a global view on the magnitude of predator-prey interaction strengths and to identify the main drivers of variation in functional responses. The FoRAGE database is a living dataset and is intended to be expanded upon the acquisition of additional functional responses.
DOI: 10.6103/share.w8ca.100
title: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 8. COVID-19 Survey 1
DOI: 10.6103/share.w9ca.800
title: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 9. COVID-19 Survey 2
DOI: 10.7265/jj4s-tq79
title: Gridded Monthly Sea Ice Extent and Concentration, 1850 Onward, Version 2
DOI: 10.15468/dl.vyn36b
title: Occurrence Download

description: A dataset containing 1090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis emarginatus (E.Geoffroy, 1806)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1090 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003496-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14760445
title: Raman Spectrum Dataset for Biochar derived from the pyrolysis of Arundo Donax performed at 550°C_Spoke11_WP6_Task6.1_MOST

description: Raman Spectrum Dataset for biochar derived from the pyrolysis of Arundo Donax performed at 550°C
DOI: 10.5281/zenodo.14760446
title: Raman Spectrum Dataset for Biochar derived from the pyrolysis of Arundo Donax performed at 550°C_Spoke11_WP6_Task6.1_MOST

description: Raman Spectrum Dataset for biochar derived from the pyrolysis of Arundo Donax performed at 550°C
DOI: 10.15468/dl.568jx6
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phataginus tetradactyla (Linnaeus, 1766)"
 ]
}

 The dataset includes 167 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003497-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68kxxw
title: Occurrence Download

description: A dataset containing 4633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis nattereri (Kuhl, 1817)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 4633 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003498-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2hzlwz
title: CCDC 2323322: Experimental Crystal Structure Determination

description: Related Article: Joseph P. Karnes, Natalie M. Lind, Allen G. Oliver, Cynthia S. Day, Victor W. Day, James D. Blakemore|2024|Inorg.Chem.|64|571|doi:10.1021/acs.inorgchem.4c03352
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.cc2kkkvk
title: CCDC 2370379: Experimental Crystal Structure Determination

description: Related Article: Peng-Bo Jin, Qian-Cheng Luo, Gemma K. Gransbury, Richard E. P. Winpenny, David P. Mills, Yan-Zhen Zheng|2025|Chemical Science|16|1907|doi:10.1039/D4SC05982D
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.cc2kkkwl
title: CCDC 2370380: Experimental Crystal Structure Determination

description: Related Article: Peng-Bo Jin, Qian-Cheng Luo, Gemma K. Gransbury, Richard E. P. Winpenny, David P. Mills, Yan-Zhen Zheng|2025|Chemical Science|16|1907|doi:10.1039/D4SC05982D
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.