cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/a47f22f05b4a3a0f93f8ae4c0af5b291
title: Decomposition, porewater, plant and animal collection, and soil temperature data in Airport Marsh, Sapelo Island, 7/2019-7/2020

description: Environmental gradients can affect organic matter decay within and across wetlands and contribute to spatial heterogeneity in soil carbon stocks. We tested the sensitivity of decay rates to tidal flooding and soil depth in a minerogenic salt marsh using the tea bag index (TBI). Tea bags were buried at 10- and 50- cm along transects sited at lower, middle, and higher elevations that paralleled a headward eroding tidal creek. Plant and animal communities and soil properties were characterized once while replicate tea bags and porewaters were collected 3 and 4 times respectively over one year.
DOI: 10.6073/pasta/de679918c44266dcebbc5f85a37dcd36
title: Exported particulate carbon and nitrogen measurements from 4-day sediment trap deployments in the CCE region, 2007 - 2017 (ongoing).

description: Sediment traps are used to measure particulate export flux of organic matter from the euphotic zone at various depths (up to 100), so to better understand what flows through the water column regarding food chains in the CCE. Tubes are filled with dense seawater to create a density gradient, and are attached to a wire connected to a drifting float for up to 4 days. Samples from the recovered array of the trap material (fecal matter and other sinking particles - zooplankton removed) are filtered onto precombusted filters for analyses of particulate carbon and nitrogen flux rates for each cycle in the CCE Process cruises (since 2007, ongoing)
DOI: 10.7289/v5d798bf
title: 5-minute Gridded Global Relief Data (ETOPO5) (Version Superseded)

description: This version has been superseded by a newer version. It is highly recommended for users to access the current version. Users should only access this superseded version for special cases, such as reproducing studies. Earth topography five minute grid (ETOPO5) is a gridded data base of worldwide elevations derived from several sources at a resolution of 5 minutes of latitude and longitude.
DOI: 10.26186/5ea8f6fd3de64
title: National Geochemical Survey of Australia

description: The element Pb is a particularly useful tracer as it is both a toxin of environmental concern and often associated with mineralisation.
DOI: 10.5281/zenodo.1222202
title: Hyrank Hyperspectral Satellite Dataset I

description: The HyRANK hyperspectral datasets has been developed in the framework of the ISPRS Scientific Initiatives. In particular, the “HyRANK Hyperspectral Satellite Dataset I” contains the openly available Hyperion hyperspectral dataset along with the corresponding reference/ ground truth data. The training set contains two hyperspectral images (i.e., Dioni and Loukia) and the validation set contains three hyperspectral images (i.e., Erato, Nefeli, Kiriki). The HyRANK benchmark platform can be reached through the ISPRS website under the Commission III, Working Group III/4 ‘Hyperspectral Image Processing’ webpage.
DOI: 10.5281/zenodo.3988307
title: Long-term trends of ambient nitrate (NO3-) concentrations across China based on ensemble machine-learning models

description: The data is the monthly NO3- concentrations across China during 2005-2015. These data was obtained using a novel ensemble model combining random forest (RF), gradient boosting decision tree (GBDT), and extreme gradient boosting (XGBoost) algorithms based on satellite data, assimilated meteorology, and other geographical covariates. In the datasets, XX-YY denote the XX month in YY year.<br> For instance, January-05 denotes the January in 2005.<br> NaN in the data denote the missing values.
DOI: 10.5281/zenodo.4573610
title: Outputs from Isca simulations with simple cloud scheme and SOCRATES radiation scheme

description: The outputs are from Isca (Vallis et al. 2018) AMIP-type (fixed SST) simulations with realistic continents, SOCRATES radiation scheme and the simple cloud scheme with different setups. For the files starting with "<em>socrates_realistic_continent_amip_fixed_SST_with_clouds_</em>", the file names are determined by the cloud scheme used in the simulation, and the naming rules are as follows: LS: Run with large-scale clouds only FD: Freeze-dry adjustment is applied on top of the LS run ALL: The marine low-level clouds are also included on the basis of the FD run linear_X: X is one of the LS, FD and ALL runs, in which the large-scale clouds are diagnosed from a linear function of RH Sundqvist_X: Same as Linear_X, but with Sundqvist scheme The simulations are performed for 20 years, and first 10 years are excluded for spin-up of the model. Each file contains monthly data from the last 10 years. The files are in T42 spectral resolution (about \(2.8^\circ \times 2.8^\circ\)) and have 25 sigma levels in vertical. <br> For the files starting with "<em>sensitivity_test_amip_fixed_sst_linear_clouds_</em>", the file names are determined by the perturbed parameters. <em>reff_liq / reff_ice</em>: the effective radius of liquid / ice cloud is perturbed <em>qcl</em>: the maximum of in cloud water mixing ratio a grid box can reach is perturbed The simulations are performed with the linear cloud scheme, and run for 10 years, and the first 5 years are excluded for spin-up.
DOI: 10.5281/zenodo.6609251
title: Dataset for Heavy snowfall event over the Swiss Alps: Did wind shear impact secondary ice production?

description: The change in wind direction and speed with height, referred to as vertical wind shear, causes enhanced turbulence in the atmosphere. As a result, there are enhanced interactions between ice particles that break up during collisions in clouds which could cause heavy snowfall. For example, intense dual-polarization Doppler signatures in conjunction with strong vertical wind shear were observed by an X-band weather radar during a wintertime high-intensity precipitation event over the Swiss Alps. An enhancement of differential phase shift (Kdp &gt; 1◦ km−1) around −15◦C suggested that a large population of oblate ice particles was present in the atmosphere. Here, we show that ice–graupel collisions are a likely origin of this population, probably enhanced by turbulence. We perform sensitivity simulations that include ice–graupel collisions of a cold frontal passage to investigate whether these simulations can capture the event better and whether the vertical wind shear had an impact on the secondary ice production (SIP) rate. The simulations are conducted with the Consortium for Small-scale Modeling (COSMO), at a 1km horizontal grid spacing in the Davos region in Switzerland. The rime splintering simulations could not reproduce the high ice crystal number concentrations, produced too large ice particles and therefore overestimated the radar reflectivity. The collisional-breakup simulations reproduced both the measured horizontal reflectivity and the ground-based observations of hydrometeor number concentration more accurately (∼ 20L−1). During 14:30–15:45UTC, the vertical wind shear strengthened by 60% within the region favorable for SIP. Calculation of the mutual information between the SIP rate and vertical wind shear and updraft velocity suggests that the SIP rate is best predicted by the vertical wind shear rather than the updraft velocity. The ice–graupel simulations were insensitive to the parameters in the model that control the size threshold for the conversion from ice to graupel and snow to graupel.
DOI: 10.13019/m20599
title: Historical Irrigation Dataset (HID)

description: Supplementary materials for the publication entitled “A global dataset of the extent of irrigated land from 1900 to 2005” by Siebert et al. (2015) in Hydrology and Earth System Sciences.
DOI: 10.1594/pangaea.894711
title: GlobBiomass - global datasets of forest biomass

description: The data products consist of four (4) global layers that include estimates of1) growing stock volume (GSV, unit: m3/ha) for the year 2010 (raster dataset)Definition: volume of all living trees more than 10 cm in diameter at breast height measured over bark from ground or stump height to a top stem diameter of 0 cm. Excludes: smaller branches, twigs, foliage, flowers, seeds, stump and roots (definition of FAO).2) per-pixel of growing stock volume uncertainty expressed as standard error in m3/ha (raster dataset)3) above ground biomass (AGB, unit: tons/ha i.e., Mg/ha) for the year 2010 (raster dataset)Definition: the mass, expressed as oven-dry weight of the woody parts (stem, bark, branches and twigs) of all living trees excluding stump and roots.4) per-pixel estimates of above-ground biomass uncertainty expressed as standard error in Mg/ha (raster dataset)The GSV estimates were obtained from spaceborne SAR (ALOS PALSAR, Envisat ASAR), optical (Landsat-7), LiDAR (ICESAT) and auxiliary datasets with multiple estimation procedures.AGB was obtained from GSV with a set of Biomass Expansion and Conversion Factors (BCEF) following approaches to extend on ground estimates of wood density and stem-to-total biomass expansion factors to obtain a global raster dataset.It is referred to the Algorithm Theoretical Basis Document for details on the EO datasets, the biomass retrieval algorithms and the estimation of the BCEF (see http://www.globbiomass.org)The GSV and AGB data are available in form of tiles of 40 deg x 40 deg from this repository as well as through http://globbiomass.org/products/global-mapping/. Technical specifications can be found in the README file (see Further details)
DOI: 10.17043/ao2018-micromet-oden-3
title: Micrometeorological data from icebreaker Oden’s foremast during the Arctic Ocean 2018 expedition
DOI: 10.17043/ao2018-misu-weather-2
title: Weather data from MISU weather station during the Arctic Ocean 2018 expedition
DOI: 10.17043/ao2018-present-weather
title: Present weather sensor visibility and precipitation data from the Arctic Ocean 2018 expedition
DOI: 10.17043/ao2018-radiosonde-2
title: Radiosonde data from the Arctic Ocean 2018 expedition
DOI: 10.18739/a2dn3zx3q
title: Yukon-Kuskokwim River Delta 2015 fire burn depth measurements and unburned soil and vegetation organic matter and carbon content collected in 2019.

description: Tundra environments in Alaska are experiencing elevated levels of wildfire, and the frequency is expected to keep increasing due to rapid warming of the Arctic. Because of large amounts of carbon stored in permafrost soils, tundra wildfires may release significant amounts of carbon to the atmosphere that ultimately influence the Earth’s radiative balance. Therefore, accounting for the amount of carbon released from tundra wildfires is important for understanding the trajectory of climate change. We collected data in the Yukon-Kuskokwim River Delta during the summer of 2019 for the purpose of determining organic matter and carbon lost during the 2015 fire season. Organic matter and carbon lost from combustion were determined by combining burn depth measurements with organic matter and carbon content measurements from unburned tundra. Burn depth measurements were taken opportunistically across different levels of burn severity. Three vegetative markers, Sphagnum fuscum, Eriophorum, and Dicranum spp., that survived the fire event were used to measure the difference between the pre and post fire soil height in unburned and burned areas respectively, defined here as burn depth. All burn depth measurements are accompanied with coordinate locations so that they can ground truth and be upscaled by remote sensing data of burn severity. Organic matter and carbon content of the dense live vegetation layer and fibric soil layer were measured in the lab from vegetation and soil cores taken from four different sites in unburned tundra areas.
DOI: 10.25364/wegc/ops5.6:2021.1
title: Wegener Center GNSS Radio Occultation Record (2001–2020)
title: OPS 5.6 Level 2 profiles

description: The latest version of the Wegener Center (WEGC) Global Navigation Satellite System (GNSS) radio occultation (RO) record, OPSv5.6, provides globally distributed upper-air satellite data of high quality from multiple RO satellite missions, usable for climate and other high-accuracy applications.
DOI: 10.3886/e120911v1
title: RRTC Employment for People with Physical Disabilities - Parkinson's Intervening Early Concerning Employment (PIECE) Needs Assessment

description: The RRTC on Employment for People with Physical Disabilities is a training grant that includes four separate projects focusing on issues related to employment for those with physical disabilities. The Parkinson's Intervening Early Concerning Employment (PIECE) study aims to learn about how people with Parkinson's disease address employment challenges over time, and what resources they use to help them address these issues. The PIECE needs assessment consisted of a review of the online resources related to Parkinson's and employment, as well as a series of stakeholder discussion panels among two groups of people with Parkinson's, and one group of interdisciplinary clinicians with expertise in Parkinson's and/or employment.
description: face-to-face interview; mixed mode; other;
description: Data generated from the resource review was included if it was easily accessible through an online search.<br><br>Discussion panel participants were selected through convenience and snowball sampling. Clinical stakeholders were hand-picked by the investigator, and patient stakeholders were recruited through flyers and advertisement at clinics and support groups.
DOI: 10.3886/icpsr09273.v1
title: Annual Data on Nine Economic and Military Characteristics of 78 Nations (SIRE NATDAT), 1948-1983
title: Version 1

description: This data collection contains annual figures on several macroeconomic and military indicators for 78 countries independent since 1948. For each year from 1948 through 1983 data were obtained for each country on these key characteristics: total exports, total imports, government revenues, government expenditures, capital formation, defense expenditures, gross national product, population, and total military personnel. These variables permit an analysis of the relations among European nations as well as relations between European nations and other nations of the world. The United States Consumer Price Index (in 1975 U.S. dollars) and the exchange rate (value of one U.S. dollar in the national currency at current prices) are supplied as well.
description: Datasets: 
 
 DS1: Dataset
description: Produced by the Europa Institute, Amsterdam, the Netherlands, 1989.
description: Seventy-five nations that have been independent since 1948. Additionally, Indonesia, Japan, and South Korea are included (they became independent in 1949).
DOI: 10.5067/kpjnn2gi1dqr
title: SMAP L4 Global 3-hourly 9 km EASE-Grid Surface and Root Zone Soil Moisture Geophysical Data, Version 4
DOI: 10.5281/zenodo.13749299
title: Kathmandu Valley Single Hazards and Multi-Hazard Interrelationships Database

description: This Kathmandu Valley Single Hazards and Multi-Hazard Interrelationships Database uses a systematic review of blended evidence types (academic literature, grey literature, media, databases, and social media) to compile single hazard and multi-hazard interrelationship exemplars of natural hazards in the context of Kathmandu Valley.

We identify 58 sources of evidence for single hazard types and 21 sources of evidence for multi-hazard interrelationships. These sources evidence 21 single hazard types across six hazard groups, and 83 multi-hazard interrelationships that could influence Kathmandu Valley. Of these multi-hazard interrelationships, 12 have direct case study evidence of previous influence in Kathmandu Valley.

This Excel database accompanies the paper Thompson et al. (2024).

The Kathmandu Valley Single Hazards and Multi-Hazard Interrelationships Database comprises the following sheets:          A. Single Hazards Evidence            B. Hazard Interrelationships Evidence            C. Hazard Interrelationships Matrix            D. Matrix Evidence            E. Definitions (Source Types)            F. Definitions (Hazards)            G. Definitions (Interrelationships)            H. References  

In Sheet A, each row in the database describes a separate source of evidence of a single hazard influencing Kathmandu Valley. In each column, we describe the evidence using the qualifiers outlined below:



Hazard type

Source information and link

Source content

Hazard interrelationships and anthropogenic processes

Video evidence

Source reflections

Major event typical frequency reflection

Any other reflection on a single hazard

Impact


In Sheet B, each row in the database describes a separate source of evidence of a multi-hazard interrelationship influencing Kathmandu Valley. In each column, we describe the evidence using the qualifiers outlined below:



Hazard type

Source information and link

Source content

Hazard sequence

Source reflections

Impact

Input from practitioner stakeholders

Input from practitioner stakeholders - prioritisation


We refer the reader to Thompson et al. (2024) for details of the methodology used to populate this database.

References

Thompson, H. E., Gill, J. C., Šakić Trogrlić, R., Taylor, F. E., and Malamud, B. D.: A methodology to compile multi-hazard interrelationships in a data-scarce setting: an application to Kathmandu Valley, Nepal, Nat. Hazards Earth Syst. Sci. Discuss. [preprint], https://doi.org/10.5194/nhess-2024-101, in review, 2024.
DOI: 10.5281/zenodo.4709166
title: Model outputs of LPJmL4.0-VR, LPJmL4.0-VR-base and LPJmL4.0 as used in Sakschewski et al. 2021 (https://doi.org/10.5194/bg-2020-97)

description: All relevant model outputs to reproduce main analyses and figures in Sakschewski et al. 2021: Variable tree rooting strategies are key to model distribution, productivity and evapotranspiration of tropical evergreen forests, Biogeosciences; https://doi.org/10.5194/bg-2020-97
DOI: 10.5281/zenodo.6553770
title: On-road traffic emission over megacity Delhi

description: This dataset presents an estimate of hourly gridded on-road traffic exhaust emission of PME, BC, OM, CO, NOx, VOC, NH3, N2O and CH4, for the megacity Delhi (National Capital Territory of Delhi) for 2018 at a spatial resolution of 100m×100m. This dataset is presented as a netDCF covering the rectangular domain around National Capital Territory (NCT) of Delhi.
description: The data is currently being reviewed in a scientific journal. The emission data is mainly for research purposes with the aim to inform policy makers and to be used by the scientific community to improve it further.
DOI: 10.5285/180f1c51a22f4fc48c947d33f6c0815e
title: Microbiology-Ocean-Cloud Coupling in the High Arctic (MOCCHA): Met Office Unified Model data and associated Cloudnet outputs (UM_RA2T_Cloudnet)

description: Met Office Unified Model single-site (Oden) output during MOCCHA. These model and observation data are used in McCusker et al.: Evaluating Arctic clouds modelled with the Unified Model and Integrated Forecasting System, Atmospheric Chemistry and Physics, 2023. Model data from the Met Office Unified Model are in directory 'um_model_data/'. Data are hourly data taken from grid box closest to ship location. Where the ship covers more than one grid box within an hour period, data are averaged from all grid boxes crossed. All data files are in a netCDF format, with one file per day. Rose suite ID: u-cc568. Model options include: Cloud microphysics: Both the global model and LAM use the PC2 (Wilson et al., 2008) cloud scheme (i_cld_vn = 2); specifically, the LAM uses the RA2T_CON configuration. Also set l_subgrid_qcl_mp to .true. to allow for turbulent production of mixed-phase cloud. Extended boundary layer diagnostic list. U and V wind components interpolated on to common vertical grid. Model data from directory um_model_data/ are subsequently passed through the Cloudnet algorithm to produce calibrated model data that may be used for direct comparisons with observations. Cloudnet combines cloud radar, ceilometer, microwave radiometer, and radiosonde profiles averaged to a common grid at the cloud radar resolution to derive a set of retrieved cloud properties. The Cloudnet products are designed to be used for evaluation of weather forecast models as well as fundamental process studies of cloud. From a modelling perspective, Cloudnet converts liquid and ice mass mixing ratios to the respective cloud water contents for direct comparison with observations, as well as filtering ice water contents for values that would be unobservable by radar. Note that the latitude/longitude relevant for each date in question can be found in these Cloudnet files. In directories: iwc-Z-T-metum-grid/ - data include ice water content and total ice water path for observations and model. lwc-scaled-metum-grid/ - data include cloud liquid water content and liquid water path for observations and model. cloud-fraction-metum-grid/ - data include cloud fractions by volume for observations and model.
DOI: 10.5683/sp2/nyga6t
title: Verdian_Esurf_2020_Data

description: Measurements of rock fracture spacing and talus particle size from 15 locations in California USA.
DOI: 10.6084/m9.figshare.12203258
title: Seismic data.rar

description: The seismic data from temporary network is for the research "Locating the rock slope failures along highways and understanding their physical processes using seismic signals".
DOI: 10.12751/g-node.32m2ge
title: Preprocessed data and analysis results files required for/produced after performing quantal analysis using 'minis' software

description: Preprocessed data and analysis results files required for/produced after performing quantal analysis using 'minis' software. The files allow carrying out genetic algorithm (GA)-guided optimisation procedure to estimate the distribution of somatically recorded miniature excitatory postsynaptic potentials (mEPSPs) in terms of their amplitudes and rise times and replicating summary analysis figures as described in this manuscript: https://doi.org/10.1101/2024.07.05.602190
description: IsSupplementTo: Martynas Dervinis, Guy Major (2024) Novel quantal analysis method reveals conservation of average excitatory synaptic charge across cortical pyramidal neurons of different sizes. bioRxiv 2024.07.05.602190; doi: https://doi.org/10.1101/2024.07.05.602190. (https://doi.org/10.1101/2024.07.05.602190)
description: IsReferencedBy: Martynas Dervinis (2024) dervinism/minis-quantal-analysis: minis-quantal-analysis (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.14278557. (https://doi.org/10.5281/zenodo.14278557)
description: IsReferencedBy: Martynas Dervinis (2024) Intracellular membrane potential noise recordings and mEPSP simulations in cortical pyramidal cells used to benchmark 'minis' software. G-Node. https://doi.org/10.12751/g-node.mvsy4j