cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6462883
title: GLOBMAP SWF: a global annual surface water cover frequency dataset since 2000 for change analysis of inland water bodies

description: The extent of surface water has been changing significantly due to climatic change and human activities. However, it is challenging to capture the interannual changes and trends of inland water bodies due to their high seasonal variation and abrupt change. We generated a global annual surface water cover frequency dataset (GLOBMAP SWF) from the MODIS land surface reflectance products to describe the seasonal and interannual dynamics of surface water. Surface water cover frequency (SWF) was proposed as the percentage of the time period when a pixel is covered by water in a year. Instead of determination of the water observations directly, the SWF was estimated indirectly by identifying land observations among annual clear-sky observations to reduce the influence of clouds and variability of water body and surface background characteristics, which helps to improve the applicability of the algorithm for different regions across the globe. Regional analysis demonstrates that our estimation results show reasonable performances on frozen water, saline lake, bright surface and cloud-frequent regions. This dataset can be used to analyze the interannual variation and change trend of highly dynamic inland water body extent with consideration of its seasonal variation. The dataset is provided by 296 1200 km × 1200 km tiles at annual temporal and 500 m spatial resolutions in the sinusoidal projection with Geotiff format for each year during 2000-2020. The file is named as “GLOBMAPSWF.AYYYY001.hHHvVV.V01.tif”, where “YYYY” refers to the year of the file, and “HH” and “VV” explains the number of tiles that are the same with MODIS standard tile. The valid range is 0-100, scale factor is 1.0, and unit is %.
DOI: 10.5281/zenodo.6537507
title: Data for WISSDOM Synthesis in A Strong Wind Event 13-14 Feb. 2018

description: Data for 2021JD036418 to plot the figures.
DOI: 10.5281/zenodo.6901968
title: AsiaRiceYield4km: Seasonal Rice Yield in Asia from 1995 to 2015

description: <strong><em>Wu Huaqing </em></strong>and<strong><em> Zhang Jing </em></strong>contributed to the work equally and should be regarded as co-first authors. This dataset provides 4km-grid seasonal rice yield of main rice-producing countries of Asia from 1995 to 2015. *** The data file is in “.tif" format *** Temporal Resolution: Seasonally *** Temporal coverage: 1995-2015 *** Pixel size: 4 km *** Projection information: EPSG: 4326 The map boundary employed in this database does not imply the expression of any opinion whatsoever on the part of us concerning the legal status of any country, territory, city or area or its authorities, or concerning the delimitation of its frontiers or boundaries.
description: This research was funded by the National Key Research and Development Project of China (2020YFA0608201), China National Postdoctoral Program for Innovative Talents (BX20200064), and National Natural Science Foundation of China (42061144003, 41977405, 42101095). Besides, we would like to thank the support of the open project of the Key Laboratory of Environmental Change and Natural Disasters, Ministry of Education, Beijing Normal University.
DOI: 10.5281/zenodo.7132870
title: Measurement report: Radiative efficiencies of (CF3)2CFC, CF3OCFCF2, and CF3OCF2CF3

description: Absorption cross-sections of emerging greenhouse gases (GHG) were measured to estimate the radiative efficiency using high-resolution Fourier transform infrared spectroscopy (HR-FTIR). For quantitative spectroscopy, the Beer–Lambert parameters of absorber pressure, temperature, and optical path length (OPL) were accurately determined to be traceable to the primary standards. The OPL of the multipass cell mounted on the HR-FTIR spectrometer was spectroscopically calibrated. A ratio of the averaged N<sub>2</sub>O absorptions was found to be in the range of 2217.4–2219.0 cm<sup>-1</sup>, with a spectral resolution of 0.026 cm<sup>-1</sup>, yielding a ratio of OPLs that falls between the multipass cell and reference cell. This cell-to-cell comparison method is free from the uncertainty in the referring line strength, which reduced the calibration uncertainty compared with the direct line-strength referring method. With the OPL-calibrated multipass cell (3.169 ± 0.079 m), the absorption cross-sections were measured at low absorber pressures with a spectral resolution of 2 cm<sup>-1</sup>, integrated at 10 cm<sup>-1</sup> intervals, and multiplied by the new narrow band model to yield the radiative efficiencies. The radiative efficiency values of CF<sub>4</sub>, SF<sub>6</sub>, and NF<sub>3</sub> were evaluated to be 0.085 ± 0.002, 0.573 ± 0.016, and 0.195 ± 0.008 W m<sup>-2</sup> ppb<sup>-1</sup>, respectively, which are consistent with previously reported values. For the emerging GHGs, the radiative efficiency values were determined to be 0.201 ± 0.008 Wm<sup>-2</sup>ppb<sup>-1</sup> for heptafluoroisobutyronitrile (CF<sub>3</sub>)<sub>2</sub>CFCN; commercially referred to as <em>Novec-4710</em>), 0.328 ± 0.013 Wm<sup>-2</sup>ppb<sup>-1</sup> for perfluoro methyl vinyl ether (CF<sub>3</sub>OCFCF<sub>2</sub>; PMVE), and 0.544 ± 0.022 Wm<sup>-2</sup>ppb<sup>-1</sup> for 1,1,1,2,2-pentafluoro-2-(trifluoromethoxy)ethane (CF<sub>3</sub>OCF<sub>2</sub>CF<sub>3</sub>; PFMEE).
DOI: 10.5281/zenodo.7225014
title: NAHosMIP experimental protocol

description: This package contains details of the experimental protocol for the North Atlantic Hosing Model Intercomparison Project (NAHosMIP). See https://www.tipes.dk/na-hosing-mip/ The experimental protocol is described in detail in Jackson et al, (2022), Understanding AMOC stability: the North Atlantic Hosing Model Intercomparison Project. GMD [Full reference to come] The files attached are: create_hosing_GC3LL.py - python code to create a netcdf file with uniform hosing of a given rate (ie 0.3 Sv). This file is set up to read in grid data for HadGEM3-GC3-1LL create_hosing_GC3LL_grl_v2.py - python code to create a netcdf file with hosing around Greenland of a given rate (ie 0.1 Sv). This file is set up to read in grid data for HadGEM3-GC3-1LL and has some grid locations that are specific to the model. hosing.nc - example of uniform hosing of 0.3Sv for HadGEM3-GC3-1LL grid hosing_grl.nc - example of hosing around Greenland of 0.1Sv for HadGEM3-GC3-1LL grid check_hosing_GC31LL.py - script to check hosing file and code for compensation of the hosing throughout the volume. mesh_mask_HighresMIP_eORCA1_extr.nc - grid data for HadGEM3-GC3-1LL SSS_GC31LL.nc example surface salinity data for HadGEM3-GC3-1LL
DOI: 10.5281/zenodo.8280041
title: Dataset: Sea-level and monsoonal control on the Maldives carbonate platform (Indian Ocean) over the last 1.3 million years

description: Datasets used in the article "Sea-level and monsoonal control on the Maldives carbonate platform (Indian Ocean) over the last 1.3 million years" by M. Alonso-Garcia et al. (2023) In this study, we used elemental geochemical compositional records, obtained by X-ray fluorescence (XRF) core-scanning, from IODP Site U1467, in the Maldives Sea (Indian Ocean), to investigate how sea-level and coupled ocean-atmosphere dynamics affected the production and export of carbonate platform sediments to the Maldives Inner Sea over the last 1.3 Ma. The Sr/Ca ratio has been interpreted as a proxy for neritic carbonate production at the Maldives platform and its export to the periplatform sediments. The record of the Sr/Ca ratio has been combined with the Br normalized record, as a proxy for organic matter content linked to pelagic primary productivity and water column mixing, and with other proxies from Site U1467 that indicate variations in the monsoon dynamics, such as the Fe/K ratio, as a proxy for summer monsoon intensity, and the Fe input for winter monsoon intensity (Kunkelova et al., 2018). The combination of all those proxies suggests that during the last 1.3 Ma changes in the carbonate production and export in the Maldives region responded to sea-level variations but also to climate fluctuations related to monsoon dynamics. Moreover, the long-term patterns observed in the records can be related to the MPT and MBE events.
DOI: 10.6084/m9.figshare.27999305
title: Data 2024JD042439.xlsx

description: The shared dataset was obtained in field observations, experimental simulations, and a box model analysis for revealing an unidentified competitive mechanism involving transition-metal ions (TMIs) that catalyze the heterogeneous oxidation of isoprene.
DOI: 10.6084/m9.figshare.28210307
title: Supplementary Material for: Incidence of First-ever Stroke, Stroke Events, and Early Case Fatality Rate in China: Results from a National Population-based Survey

description: Background: In recent years, stroke has become the leading cause of death in the Chinese population，and the burden of stroke is huge. The aim of this study is to describe the epidemiological characteristics of population-based stroke incidence and case fatality rates in China, which are nationally representative. 
Methods: In 2013, a nationally representative household survey was conducted at 155 survey sites in 31 provinces. All stroke cases occurring within 1 year before the start of the survey period, including first-ever and recurrent strokes, were considered event cases. According to computed tomography, magnetic resonance imaging, and autopsy results, stroke was classified as ischemic, hemorrhagic, subarachnoid hemorrhagic, or difficult-to-classify stroke. The 7- and 30-day case fatality rates after stroke onset were investigated.
Results: A total of 595,711 people were surveyed, with 2164 diagnosed stroke events and 1645 first-ever strokes. The age-standardized incidence of first-ever stroke and stroke event incidence in the Chinese population were 229.5 and 300.61 per 100,000 person-years, respectively. The world population age-standardized incidence of first-ever stroke and stroke events by the World Health Organization were 188.5 and 246.3 per 100,000 person-years, respectively. Among the 31 provinces, the top five incidence rates of first-ever stroke were recorded in Shannxi, Heilongjiang, Ningxia, Henan, and Tianjin (518.0, 400.8, 389.5, 366.6, and 344.0 per 100,000 person-years, respectively). The top five incidence rates of stroke events were documented in Heilongjiang, Shannxi, Henan, Tianjin, and Ningxia (672.7, 603.1, 580.2, 469.0, and 456.2 per 100,000 person-years, respectively). The 7- and 30-day case fatality rates were 14.3% and 17.8% for patients with first-ever stroke, respectively. Significant differences in the 30-day mortality rate of different stroke subtypes were recorded: 8.3% (95% CI, 8.2–8.5) for ischemic stroke, 44.4% (95% CI, 42.2–46.5) for cerebral hemorrhage, and 3.1% (95% CI, 3.0–3.3) for subarachnoid hemorrhage (P &lt; 0.0001). Compared with the area of residence, the 30-day mortality rate of first-ever stroke in rural areas was 19.8% (95% CI, 19.3–20.3), which was higher than that in urban areas (14.9% [95% CI, 14.5–15.3]) (P = 0.011). 
Conclusion: In China, the incidences of first-ever stroke and stroke events are increasing, whereas the early case fatality rate is declining, which will inevitably lead to a higher stroke prevalence and a greater stroke burden. Therefore, the primary and secondary prevention strategies should be strengthened to reduce the incidence and burden of stroke.
DOI: 10.6084/m9.figshare.28238804
title: Supplementary Material for: Burden of Intracerebral Hemorrhage in Asia from 1990 to 2030: A Population-Based Study

description: BACKGROUND:
Intracerebral hemorrhage represents a critical subtype of stroke, imposing substantial social and economic challenges. Considering the considerable impact of intracerebral hemorrhage in Asia and the absence of studies detailing its epidemiological features, the aim of this study is to elucidate the temporal trends and distribution characteristics of intracerebral hemorrhage in Asia from 1990 to 2021, as well as to forecast the future burden.
METHODS:
The data derived from Global Disease Burden Study 2021 were used to investigate the age-standardized rates and absolute numbers of incident intracerebral hemorrhage cases and related deaths in Asia across genders, age groups and geographical locations. Estimated annual percentage change was estimated to represent temporal trends and autoregressive integrated moving average model was used to forecast the future burden.
RESULTS:
In Asia, the age-standardized incidence and mortality rates of intracerebral hemorrhage per 100, 000 population have declined from 1990 to 2021, despite a continuous increase in the absolute numbers, which exhibit significant heterogeneity across different geographical locations. In terms of gender, males experience a greater burden of intracerebral hemorrhage compared to females, and the impact of risk factors on disability-adjusted life years of intracerebral hemorrhage varies. In comparison to the figures observed in 2021, our forecasts indicate a rise in the burden of intracerebral hemorrhage in Asia.
CONCLUSIONS:
The study offers an extensive depiction of the epidemiological features of intracerebral hemorrhage in Asia spanning from 1990 to 2021, while also outlining the diverse trajectories of the impending burden of this condition in the region. Comprehending the expected increase in disease burden can aid in formulating tailored strategies to tackle upcoming challenges.
DOI: 10.5067/atlas/atl10.004
title: ATLAS/ICESat-2 L3A Sea Ice Freeboard, Version 4
DOI: 10.5523/bris.2peywz756l8182cpwlanm4ratz
title: Sea ice thickness and snow depth in Baffin Bay (March 2003-2020)

description: This dataset contains gridded sea ice thickness derived from satellite altimetry in Baffin Bay for March for the period 2003-2020. The sea ice thickness was derived from freeboard using three snow depth products (the Warren climatology (Warren et al., 1999), passive microwave snow depth (Markus and Cavalieri, 1989), and SnowModel-LG (Liston et al., 2020)), two snow density products (the Warren climatology (Warren et al., 1999) and SnowModel-LG (Liston et al., 2020)), and three snow redistribution methods (no redistribution, sigmoidal redistribution (Kwok and Cunningham, 2008) and piecewise redistribution (Petty et al., 2020)). This dataset includes sea ice thickness estimations from all combinations of these products. The passive microwave snow depth dataset is also included.
DOI: 10.13093/permos-2022-01
title: Swiss Permafrost Monitoring Network Database (PERMOS Database)

description: 1) Ground temperature time series in daily, monthly and annual resolution measured in permafrost boreholes, 2) Near ground surface temperature time series in daily, monthly and annual resolution measured at the PERMOS sites, 3) Electrical resistivity tomography (ERT) time series in annual resolution measured at fixed profiles at the PERMOS sites, 4) Terrestrial geodetic survey (TGS)time series in annual resolution measured on actively moving rock glaciers, and 5) related meta data.
DOI: 10.18128/d010.v7.0
title: Integrated Public Use Microdata Series: Version 7.0

description: IPUMS USA contains harmonized census and American Community Survey (ACS) data from 1790 to the present. For the period 1850 to 1940, IPUMS includes 100% of individuals in the decennial censuses. For the period 1950 to 2010, we have public use samples of decennial censuses. For the period since 2000, IPUMS provides annual ACS public use samples. The available information in the censuses and ACS varies by year, but generally includes basic housing data (type of housing, household appliances, and housing characteristics), demographic data (age, race, sex, marital status, and relationship to the head of household), economic data (occupation, industry, income, work status), and other individual characteristics (migration, disability, veteran status). For the period 1790 to 1840, IPUMS includes household level records for 100% of households. IPUMS USA is available through an online data access system free of charge to registered users at usa.ipums.org.
DOI: 10.25900/a2k9-kj43
title: OCTOPUS Database v.2: The SahulSed Aeolian TL collection

description: Database of published thermoluminescence (TL) ages for aeolian sedimentary records from Sahul. Spatial data includes sample locations (point) and uses the WGS84/Pseudo-Mercator (EPSG: 3857) projected coordinate reference system. Sample metadata is comprehensive and includes bibliographic, contextual, and sample preparation and measurement related information.
DOI: 10.26186/147473
title: A strontium isoscape of northern Australia

description: Strontium isotopes (87Sr/86Sr) are useful in the earth sciences (e.g. recognising geological provinces, studying geological processes) as well in archaeological (e.g. informing on past human migrations), palaeontological/ecological (e.g. investigating extinct and extant taxa’s dietary range and migrations) and forensic (e.g. validating the origin of drinks and foodstuffs) sciences. Recently, Geoscience Australia and the University of Wollongong have teamed up to determine 87Sr/86Sr ratios in fluvial sediments selected mostly from the low-density National Geochemical Survey of Australia (www.ga.gov.au/ngsa), with a few additional Northern Australia Geochemical Survey infill samples. The present study targeted the northern parts of Western Australia, the Northern Territory and Queensland in Australia, north of 21.5 °S. The samples were taken mostly from a depth of ~60-80 cm depth in floodplain deposits at or near the outlet of large catchments (drainage basins). A coarse grain-size fraction (&lt;2 mm) was air-dried, sieved, milled then digested (hydrofluoric acid + nitric acid followed by aqua regia) to release total strontium. Preliminary results demonstrate a wide range of strontium isotopic values (0.7048 &lt; 87Sr/86Sr &lt; 1.0330) over the survey area, reflecting a large diversity of source rock lithologies, geological processes and bedrock ages. Spatial distribution of 87Sr/86Sr shows coherent (multi-point anomalies and smooth gradients), large-scale (&gt;100 km) patterns that appears to be consistent, in many places, with surface geology, regolith/soil type and/or nearby outcropping bedrock. For instance, the extensive black clay soils of the Barkly Tableland define a &gt;500 km-long northwest-southeast-trending low anomaly (87Sr/86Sr &lt; 0.7182). Where carbonate or mafic igneous rocks dominate, a low to moderate strontium isotope signature is observed. In proximity to the outcropping Proterozoic metamorphic provinces of the Tennant, McArthur, Murphy and Mount Isa geological regions, conversely, high 87Sr/86Sr values (&gt; 0.7655) are observed. A potential link between mineralisation and elevated 87Sr/86Sr values in these regions needs to be investigated in greater detail. Our results to-date indicate that incorporating soil/regolith strontium isotopes in regional, exploratory geoscience investigations can help identify basement rock types under (shallow) cover, constrain surface processes (e.g. weathering, dispersion), and, potentially, recognise components of mineral systems. Furthermore, the resulting strontium isoscape and model derived therefrom can also be utilised in archaeological, paleontological and ecological studies that aim to investigate past and modern animal (including humans) dietary habits and migrations. The new spatial dataset is publicly available through the Geoscience Australia portal https://portal.ga.gov.au/.
DOI: 10.5067/firms/modis/mcd14ml
title: MODIS Thermal Anomalies/Fire Products
DOI: 10.5067/gpm/imerg/3b-hh-l/05
title: GPM IMERG Late Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V05
DOI: 10.5281/zenodo.3840562
title: Data for "Reduced-Order Biogeochemical Flux Model for Upper OceanBiophysical Simulations"

description: Data, figure generation scripts, and zero-dimensional version of the 17 species Biogeochemical Flux Model (BFM17) for the paper "Reduced-Order Biogeochemical Flux Model for Upper OceanBiophysical Simulations" submitted to Geoscientific Model Development.
DOI: 10.5281/zenodo.6628923
title: Doppler lidar wind profiles from Granada

description: This is data set includes Doppler wind lidar quantities which were calculated from measurements performed between 2016 and 2020 at <em>Andalusian Global Observatory of the Atmosphere</em>, AGORA, in particular, at the UGR station, Andalusian Institute for Earth System Research (IISTA-CEAMA) in Granada, Spain (37.16ºN, 3.61ºW, 680 m a.s.l.). The system is a Doppler lidar Stream Line (Halo Photonics), which is part of ACTRIS-Cloudnet (Illingworth et al., 2007). The system laser emits at 1.5 μm and the detector is heterodyne using fiber-optic technology. The measurements for this data set consisted of conical scans with constant elevation of 75° and 12 equidistant azimuth points performed every 10 min. A more detailed description of the instrument can be found in (Ortiz-Amezcua et al., 2022)
description: {"references": ["Illingworth, A.J.; Hogan, R.J.; O'Connor, E.J.; Bouniol, D.; Brooks, M.E.; Delano\u00eb, J.; Donovan, D.P.; Eastment, J.D.; Gaussiat, N.; Goddard, J.W.F.; et al. Cloudnet: Continuous evaluation of cloud profiles in seven operational models using ground-based observations. Bull. Am. Meteorol. Soc. 2007, 88, 883\u2013898", "Ortiz-Amezcua, P., Mart\u00ednez-Herrera, A., Manninen, A. J., Pentik\u00e4inen, P. P., O'Connor, E. J., Guerrero-Rascado, J. L., and Alados- Arboledas, L.: Wind and turbulence statistics in the urban boundary layer over a mountain-valley system in Granada, Spain, Remote. Sens., 14, https://doi.org/10.3390/rs14102321, 2022"]}
DOI: 10.5281/zenodo.7019770
title: Northwestern Europe Wildfire Perimeter Polygons [2012-2022]

description: This dataset contains KML files for wildfires detected from VIIRS across northwestern Europe from 2012 to 2022. Each file contains the fire progression at each satellite overpass. These files were used to detect the rate of spread for each wildfire event to characterize the fire behavior in temperate northwest Europe, a region with limited fire history.