cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7752521
title: Probabilistic projections of mean sea level change in Finland by 2100

description: <strong>Paper describing the methods used to calculate these projections: Pellikka, H., Johansson, M. M., Nordman, M., and Ruosteenoja, K.: Probabilistic projections and past trends of sea level rise in Finland, Nat. Hazards Earth Syst. Sci., https://doi.org/10.5194/nhess-2022-230, 2023.</strong> This dataset includes probability distributions of projected mean sea level in Finland in 2030, 2040, ... 2100, as well as time series of projected mean sea level 2005-2100. Data is provided for 13 tide gauge locations and 3 emission scenarios: low (RCP2.6 / SSP1-2.6), medium (RCP4.5 / SSP2-4.5), and high (RCP8.5 / SSP5-8.5). There are two data packages, <em>distributions.zip</em> and <em>timeseries.zip</em>. The data files included in these packages are tab- or space-delimited text files with the file extension .dat. All filenames start with a three-character code xxx that determines the tide gauge (1-letter symbol) and the emission scenario (2 digits). For example: v26 means Vaasa, low emission scenario (RCP2.6 / SSP1-2.6)<br> e45 means Helsinki, medium emission scenario (RCP4.5 / SSP2-4.5)<br> t85 means Turku, high emission scenario (RCP8.5 / SSP5-8.5) The letter symbols and locations of the tide gauges are, from north to south along the coast: a - Kemi (65.67 N, 24.52 E)<br> o - Oulu (65.04 N, 25.42 E)<br> b - Raahe (64.67 N, 24.41 E)<br> p - Pietarsaari (63.71 N, 22.69 E)<br> v - Vaasa (63.08 N, 21.57 E)<br> s - Kaskinen (62.34 N, 21.21 E)<br> m - Mäntyluoto (61.59 N, 21.46 E)<br> r - Rauma (61.13 N, 21.44 E)<br> t - Turku (60.43 N, 22.1 E)<br> d - Degerby (60.03 N, 20.38 E)<br> h - Hanko (59.82 N, 22.98 E)<br> e - Helsinki (60.15 N, 24.96 E)<br> f - Hamina (60.56 N, 27.18 E) 1) <em>distributions.zip &gt; xxx_fitdistr_yyyy.dat</em><br> These files include the probability distribution (probability density function) of projected mean sea level in year yyyy (2030, 2040, ... 2100). There are two columns: sea level and probability. Sea level values are millimetres in the Finnish N2000 height system. 2)<em> timeseries.zip &gt; xxx_timeseries.dat</em><br> These files include the time series of projected mean sea level in 2005-2100. The files have 8 columns: year and 7 sea level values representing different percentiles of the probability distribution. The percentiles are 1%, 5%, 17%, 50% (median), 83%, 95%, 99%. Sea level values are centimetres in the Finnish N2000 height system. <strong>Please note that all projections for years other than 2100 are indicative and based on a simple 2nd order fit made to the current rate of mean sea level change and the projected mean sea level in 2100. In other words, the projections for intermediate years are based on the 2100 projections assuming constant acceleration in mean sea level change rates.</strong> Example figures <em>distributions.png</em> and <em>timeseries.png</em> are included to illustrate the data. The Matlab script <em>slrfinland_figures.m</em> used to produce these figures is also included.
DOI: 10.5281/zenodo.8424878
title: CP_Adloffetal_2024

description: This folder contains simulation results for Adloff et al: 'Multiple thermal AMOC thresholds in the intermediate complexity model Bern3D'
DOI: 10.6073/pasta/597c40c5d699eec918da3e9c2eaa7bea
title: Carbon in Permafrost Experimental Heating Research (CIPEHR) project: Foliar mineral element concentrations, stocks, and annual litterfall fluxes in July 2009 and 2017

description: In this study, we are asking the question: how permafrost degradation may influence foliar mineral element cycling with changing subarctic tundra vegeatation? We are answering this question by using a combination of field measurements (aboveground biomass, foliar biomass, foliar net primary productivity (NPP)) and laboratory measurements (mineral element foliar concentration: Al, Ca, Fe, K, Mn, P, S, Si, and Zn) to evaluate the mineral element foliar stocks and the mineral element foliar fluxes upon annual litterfall. We covered 5 vascular plant species from an established tundra field site near Healy, Alaska in the foothills of the Alaska Range. Field measurements center on at a warming experiment located in an upland tundra field site near Healy, Alaska in the foothills of the Alaska Range. Elemental analyses of plant species typical from the moist acidic tundra (in 2009 and 2017), combined with relative aboveground biomass and NPP measurements, brought key information on the influence of permafrost degradation and the vegetation composition on the litter elemental composition, and thereby the plant nutrient cycling across the subarctic tundra.
DOI: 10.6073/pasta/7fad9398ec3a596b8efc092fc8fbf55d
title: Eight Mile Lake Research Watershed, Thaw Gradient: Foliar mineral element concentrations, stocks and annual litterfall fluxes estimated for July 2017

description: In this study, we are asking the question: how permafrost degradation may influence foliar mineral element cycling with changing subarctic tundra vegeatation? We are answering this question by using a combination of field measurements (aboveground biomass, foliar biomass, foliar net primary productivity (NPP)) and laboratory measurements (mineral element foliar concentration: Al, Ca, Fe, K, Mn, P, S, Si, and Zn) to evaluate the mineral element foliar stocks and the mineral element foliar fluxes upon annual litterfall. We covered 7 vascular plant species and 2 groups of non-vascular species (mosses and lichens) from an established tundra field site near Healy, Alaska in the foothills of the Alaska Range. Field measurements center on a natural experiment where permafrost has been observed to warm and thaw over the past several decades. This area represents a gradient of sites each with a different degree of change (active layer, water table depth, and vegetation composition) due to permafrost thawing. As such, this area is unique for addressing questions at the time and spatial scales relevant for change in arctic ecosystems. Elemental analyses of plant species typical from a moist acidic tundra, combined with aboveground biomass and NPP measurements, brought key information on the influence of the vegetation composition on the litter elemental composition, and thereby the plant nutrient cycling across the subarctic tundra.
DOI: 10.6084/m9.figshare.25769601.v1
title: Supplementary Dataset.xlsx

description: Full sample metadata for the manuscript "<i>Unexpected scarcity of ANME Archaea in hydrocarbon seeps </i><i>within Monterey Bay,"</i> published in Biogeosciences in 2025.
DOI: 10.48670/moi-00279
title: Global Ocean Colour (Copernicus-GlobColour), Bio-Geo-Chemical, L4 (monthly and interpolated) from Satellite Observations (Near Real Time)
DOI: 10.15468/dl.gwjryf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((54.17623 34.57049,88.82377 34.57049,88.82377 48.42951,54.17623 48.42951,54.17623 34.57049))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scutellaria xanthosiphon Juz."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001791-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25422/azu.data.24142989
title: A global-scale dataset of synthesized maximum photochemical quenching yields and the corresponding environmental information

description: This dataset is synthesized by collecting the maximum photochemical quenching yield data measured using the Pulse-Amplitude Modulated (PAM) fluorometry method from 380 published studies using the four publication repositories. The dataset will be published with our manuscript: Neri P., Gu L., and Song Y., The Effect of Temperature on Photosystem II Efficiency across Plant Functional Types and Climate, EGU Biogeosciences. The dataset is applied to develop the models that inform the temperature response of the maximum photochemical quenching yield for 12 plant functional types and how the habitat climatology shapes this temperature response.<br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i>
DOI: 10.25747/t9gx-9729
title: Matrix profile analysis of Dansgaard-Oeschger events in palaeoclimate time series
DOI: 10.5281/zenodo.8009877
title: Data for the paper Evaluation of error components in rainfall retrieval from collocated commercial microwave links

description: The published data for the paper includes rain-induced attenuation and rainfall intensities for commercial microwave links. The data are stored in text files. Timestamps are in UTC time in format yyyy-mm-dd HH:MM:SS. The data are at 1-min temporal resolution. Metadata can be found in the paper (Appendix A: Metadata table of CMLs): Špačková, A., Fencl, M., and Bareš, V.: Evaluation of error components in rainfall retrieval from collocated commercial microwave links, Atmos. Meas. Tech. Discuss. [preprint], https://doi.org/10.5194/amt-2022-340, in review, 2023. The repository contains 2 folders (rain-induced attenuation and rainfall intensities) and Read_me file.
DOI: 10.5281/zenodo.8355912
title: Database of nitrification and nitrifiers in the global ocean

description: This is a dataset compiling the observations of nitrification rates and nitrifiers' abundance in the global ocean. A template for scientists who want to add their data to the database is also provided. 

Tang, W., Ward, B. B., Beman, M., Bristow, L., Clark, D., Fawcett, S., Frey, C., Fripiat, F., Herndl, G. J., Mdutyana, M., Paulot, F., Peng, X., Santoro, A. E., Shiozaki, T., Sintes, E., Stock, C., Sun, X., Wan, X. S., Xu, M. N., and Zhang, Y.: Database of nitrification and nitrifiers in the global ocean, Earth Syst. Sci. Data, 15, 5039–5077, https://doi.org/10.5194/essd-15-5039-2023, 2023.
DOI: 10.6103/share.w8ca.800
title: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 8. COVID-19 Survey 1
DOI: 10.15468/dl.73j6ct
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ectomyelois ceratoniae Zeller, 1839"
 ]
}

 The dataset includes 289 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0433184-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/ieda/100207
title: Explanatory Notes and Master Chemical Item Spreadsheet for the VentDB Data Collections housed in the EarthChem Library

description: This EarthChem Library record contains two files that supplement the many VentDB data collections housed in the EarthChem Library.  The first, an Explanatory Notes, describes the methods, and lists the references used in creating all the VentDB Data Collections.  And the second is a spreadsheet which lists all the Chemical Items measured that exist throughout all the VentDB collections - one can sort this list to find which collection(s) might contain any given chemical data type. (for a list of all the VentDB related data collections available, search the EarthChem Library for the term “VentDB”).
DOI: 10.1594/pangaea.880046
title: Sea ice conditions during POLARSTERN cruise PS103 (ANT-XXXII/2)

description: Visual observations of sea-ice conditions were performed hourly from the bridge of Polarstern. The observations followed the ASPeCt protocol. Observer team: Mathias van Caspel, Iona Ivanciu, Nicolas Le Paih, Sandra Tippenhauer, Katrin Latarius
DOI: 10.1594/pangaea.887697
title: Sea ice conditions during POLARSTERN cruise PS111 (ANT-XXXIII/2, FROST)

description: Visual observations of sea-ice conditions were performed hourly from the bridge of Polarstern. The observations followed the ASPeCt protocol. Observer team: Stefanie Arndt, Nicolas Stoll, Marcus Huntemann, Fabian Reiser, Clara Stolle, Markus Janout, Yannick Kern, Hartmut Hellmer, Johanna Geilen, Frank Schnaase
DOI: 10.1594/pangaea.932671
title: A database of Holocene nearshore marine mollusc shell geochemistry from the Northeast Pacific

description: We compiled a database of previously published oxygen and carbon isotope data from archaeological, archival, and modern marine molluscs from the North American coast of the Northeast Pacific (32oN to 50oN). This database includes oxygen and carbon isotope data from over 550 modern, archaeological, and sub-fossil shells from 8880 years before present (BP) to the present, from which there are 4,845 total δ¹³C and 5,071 total δ¹⁸O measurements. Database includes the following parameters: paper of original publication, publication year, unique shell identification, unique subsample identification, sample number (given by original authors), subsample number (given by original author), number of subsamples per shell (added here), age in years before present, species, source (midden or modern), latitude, longitude, calculated sea surface temperature (only if published by original authors), tidal height, life mode, habitat, archaeological trinomial (when applicable), oxygen isotope value, and carbon isotope value. Shell dating and sampling strategies vary among studies (1-118 samples per shell) and vary significantly by journal discipline. Data are from various bivalves and gastropod species, with Mytilus spp. being the most commonly analyzed taxon. This novel database can be used to investigate changes in nearshore sea surface conditions including warm-cool oscillations, heat waves, and upwelling intensity, and provides nearshore calcite δ¹³C and δ¹⁸O values that can be compared to the vast collections of offshore foraminifera calcite δ¹³C and δ¹⁸O data from marine sediment cores. By utilizing previously published geochemical data from midden and museum shells rather than sampling new specimens, future scientific research can reduce or omit the alteration or destruction of culturally valued specimens and sites.
DOI: 10.17863/cam.94398
title: Consistent Scottish registration district boundaries with subdivisions in large towns, 1851‒1901

description: This dataset provides GIS shapefile of consistent Scottish registration district boundaries with subdivision in large towns (Aberdeen, Dundee, Paisley, Edinburgh, and Glasgow) for the period 1851-1901. More information is provided in the README document.
DOI: 10.17909/kk7d-hg51
title: example M-dwarf star

description: example M-dwarf star time series used in Esquivel et al 2024 (submitted), "Detecting stellar flares in photometric data using hidden Markov models"
DOI: 10.18739/a2c824f9x
title: The fractional land cover estimates from the Boreal-Arctic Wetland and Lake Dataset (BAWLD), 2021.

description: The Boreal and Arctic Wetland and Lake Dataset (BAWLD) provides estimates of fractional land cover of 19 land cover classes within 0.5° ×0.5° grid cells. The total area of the BAWLD domain is 25 500 000 kilometers squared (km2), i.e. 17% of the global land surface. The domain includes the boreal and tundra biomes, as well as areas of rocks and glaciers at greater than 50° North (N). The dataset is comprised of 23,469 0.5° ×0.5° grid cells. Each grid cell includes information on the fractional cover of five wetland classes, seven lake classes, three river classes, along with glacier, rockland, tundra, and boreal forest classes. Estimates of land cover fractional extents are based on an expert assessment, and a subsequent extrapolation to the full study region using random forest analysis. The dataset also includes an assessment of the uncertainty of the fractional cover estimates, represented by the 95% high and low estimates for fractional land cover. Each grid cell is further classified as one of fifteen “wetscapes”, which are defined by a characteristic land cover composition.
DOI: 10.22008/promice/data/sentinel1icevelocity/greenlandicesheet/v1.0.0
title: Programme for monitoring of the Greenland ice sheet (PROMICE): Greenland ice velocity
DOI: 10.25925/20211101
title: Multi-laboratory compilation of atmospheric methane data for the year 2021; obspack_ch4_1_NRT_v4.0_2022-03-03

description: This product is constructed using the Observation Package (ObsPack) framework [Masarie et al., 2014; www.earth-syst-sci-data.net/6/375/2014/]. The framework is designed to bring together atmospheric greenhouse gas (GHG) observations from a variety of sampling platforms, prepare them with specific applications in mind, and package and distribute them in a self-consistent and well-documented product. ObsPack products are intended to support GHG budget studies and represent a new generation of cooperative value-added GHG data products.
DOI: 10.25925/20220301
title: Multi-laboratory compilation of atmospheric carbon dioxide data for the year 2021; obspack_co2_1_NRT_v7.1_2022-03-04

description: This product is constructed using the Observation Package (ObsPack) framework [Masarie et al., 2014; www.earth-syst-sci-data.net/6/375/2014/]. The framework is designed to bring together atmospheric greenhouse gas (GHG) observations from a variety of sampling platforms, prepare them with specific applications in mind, and package and distribute them in a self-consistent and well-documented product. ObsPack products are intended to support GHG budget studies and represent a new generation of cooperative value-added GHG data products.
DOI: 10.26060/1pgj-je57
title: Soil map for the Upper Plains and Downs of Canterbury
DOI: 10.48670/moi-00015
title: Global Ocean Biogeochemistry Analysis and Forecast
DOI: 10.48670/moi-00036
title: Global Ocean- In-Situ Near-Real-Time Observations
DOI: 10.48670/moi-00046
title: Global Ocean 3D Chlorophyll-a concentration, Particulate Backscattering coefficient and Particulate Organic Carbon
DOI: 10.5066/f7wd3z10
title: Declassified Satellite Imagery - 3

description: The Keyhole (KH) satellite system KH-9 (Hexagon) operated between 1971 and 1984. The imagery generated are of historical interest and are expected to support current scientific research on climate change and related fields of inquiry. Almost all of the imagery from this camera was declassified in 2011 as a continuation of Executive Order 12951, the same order that declassified CORONA. A subset of this declassified data was transferred to the U.S. Geological Survey's Earth Resources Observation and Science (EROS) Center. Please check the coverage map in EarthExplorer to verify the extent of coverage for the subset of images available from EROS. The available images are primarily over the United States, Antarctica, and the Arctic Circle. The full collection of original film sources are maintained by the National Archives and Records Administration (NARA). KH-9 acquired photographs of the Earths surface with a telescopic camera system and transported the exposed film through the use of recovery capsules. The capsules, or buckets, were de-orbited and retrieved by aircraft while the capsules parachuted to earth. The exposed film was developed and the images were analyzed for a range of military and mapping applications. The KH-9 program was designed to support mapping requirements and exact positioning of geographical points for the military. The KH-9 panoramic cameras captured high resolution (2-4 feet) and moderate resolution (20-30 feet) terrain images. High resolution images were acquired on 6.5 inch wide variable length film. The moderate resolution terrain camera acquired images that were printed to 9 inch wide variable length film.
DOI: 10.5066/p9ln77lw
title: Distribution and stomach contents of fishes in the northern Sacramento-San Joaquin Delta, 2020-2022

description: This data set includes count, location, and ancillary habitat data for fishes sampled in adjacent reaches of Georgiana Slough, Sacramento River, and Steamboat Slough in the northern Sacramento-San Joaquin Delta. It also includes data on the stomach contents of selected individual black basses (Micropterus). Fishes were sampled by boat electrofishing from approximately January-May, 2020-2022, plus gillnetting in 2020. Samples were collected under a stratified random sampling design. Gillnetting involved short duration (~60 minute) sets of monofilament experimental gill nets. Boat electrofishing involved either single or repeated passes along an individual 300 m shoreline transect. Stomach contents data are from fishes that were frozen whole immediately upon collection and later processed in a laboratory.
DOI: 10.5067/582l7htj343n
title: OCO-2 Gridded bias-corrected XCO2 and other select fields aggregated as Level 4 daily files V3
DOI: 10.5067/measures/maclwpm
title: Multisensor Advanced Climatology Mean Liquid Water Path L3 Monthly 1 degree x 1 degree V1
DOI: 10.5281/zenodo.10925279
title: GAP interatomic potential for C- and H-based systems

description:  

This is a general-purpose Gaussian approximation potential (GAP [1]) for carbon and hydrogen based materials (CH). The potential is capabe of simulating various materials and molecules composed of C and H elements. The interatomic potential  has been fitted with QUIP/GAP [1,2]  using an extensive dataset of different configurations  at the PBE level of theory [3] using the VASP code [4,5]. The dataset contains following structures :



Dimers of carbon and hydrogen

Trimers

CH containing "soup" structures generated during iterative training

QM9[6] molecules augmented to C and H containing molecules only

Interactive molecules generated using active learning

a-C dataset from [7]

Bulk and surface carbon structures

CH structures geneated using high pressure 


This potential includes  van der Waals (vdW) corrections at the Tkatchenko-Scheffler (TS) level of theory [8] via a machine learning based local parametrization of dispersion interactions [9].
DOI: 10.5281/zenodo.10925480
title: Dataset for CH GAP interatomic potential

description: This is a dataset used to train general-purpose CH GAP interatomic potential [1].

The database contains the following entries:



Dimers of carbon and hydrogen

Trimers

"Soup" structures generated during iterative training

QM9[6] molecules augmented to C and H containing molecules only

Interactive molecules generated using active learning

a-C dataset from [2]

Bulk and surface carbon structures

CH structures geneated using high pressure
DOI: 10.5281/zenodo.13910339
title: Data related to "Superconductivity in 5.0° twisted bilayer WSe2"

description: Data related to "Superconductivity in 5.0° twisted bilayer WSe2"