cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3334/cdiac/otg.carina_35lu19890509
title: pH, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations using CTD, bottle and other instruments from the LE NOROIT in the North Atlantic Ocean from 1989-05-09 to 1989-05-26 (NCEI Accession 0113759)

description: This dataset includes chemical, discrete sample, physical and profile data collected from LE NOROIT in the North Atlantic Ocean from 1989-05-09 to 1989-05-26 and retrieved during cruise CARINA/35LU19890509. These data include ALKALINITY, DELTA HELIUM-3, DISSOLVED OXYGEN, HELIUM, HYDROSTATIC PRESSURE, NITRATE, PHOSPHATE, Potential temperature (theta), SALINITY, SILICATE, TRITIUM, WATER TEMPERATURE and pH. The instruments used to collect these data include CTD and bottle. These data were collected by Aída F. Ríos and Fiz F. Pérez of Institute of Marine Research Vigo (IIM) as part of the CARINA/35LU19890509 dataset.

The CARINA (CARbon dioxide IN the Atlantic Ocean) data synthesis project is an international collaborative effort of the EU IP CARBOOCEAN, and U.S. partners. It has produced a merged internally consistent dataset of open ocean subsurface measurements for biogeochemical investigations, in particular, studies involving the carbon system. The original focus area was the North Atlantic Ocean, but over time the geographic extent expanded and CARINA now includes data from the entire Atlantic, the Arctic Ocean, and the Southern Ocean.
DOI: 10.15468/dl.zqzhj5
title: Occurrence Download

description: A dataset listing the 18 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120 36,120.22443 35.95257,120.45041 35.9455,120.4 36.2,120.31158 36.28895,120 36.2,120 36))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cnidaria"
 ]
}

 The dataset's 18 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005579-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3334/cdiac/otg.clivar_ficaram_xv
title: Total alkalinity, pH on total scale, temperature, salinity and other variables collected from discrete samples and profile observations from the R/V Hesperides cruise FICARAM_XV (EXPOCODE 29HE20130320) along the CLIVAR Repeat Section A17 in the Atlantic Ocean from 2013-03-20 to 2013-05-22 (NCEI Accession 0114434)

description: This dataset includes chemical, discrete sample, physical and profile data collected from the R/V Hesperides cruise FICARAM_XV (EXPOCODE 29HE20130320) along the CLIVAR Repeat Section A17 in the Atlantic Ocean from 2013-03-20 to 2013-05-22. These data include total alkalinity, pH on total scale, temperature, salinity and nutrients. The instruments used to collect these data include alkalinity titrator, CTD, spectrophotometer for pH measurement and Niskin bottles. These data were collected by Aída F. Ríos and Fiz F. Pérez of Institute of Marine Research Vigo (IIM) as part of the CLIVAR_A17_FICARAM_XV_2013 dataset. The International CLIVAR Global Ocean Carbon and Repeat Hydrography Program carries out a systematic and global re-occupation of select WOCE/JGOFS hydrographic sections to quantify changes in storage and transport of heat, fresh water, carbon dioxide (CO2), and related parameters.
DOI: 10.5281/zenodo.17699491
title: Global 1km Resolution Solar Photovoltaic Resource,Technical,and Economic Potential:Raster Datasets,Country-Level Statistics and Google Earth Engine Code

description: DescriptionThis dataset accompanies the study “Global Fine-Scale Assessment of the Technical and Economic Potential of Solar Photovoltaic Power Using Google Earth Engine”, providing comprehensive geospatial data products and code to support replication and further analysis. It includes:





Global 1-km raster layers representing:





Solar resource potential (irradiance-based)




Technical potential, accounting for terrain, land use, slope, and protected area exclusions




Economic potential, defined as grid cells satisfying affordability and infrastructure-access criteria (payback period ≤ 15 years; distance to road/settlement ≤ 50 km)






Country-level summary tables, aggregating PV potential under each scenario (resource, technical, economic) using high-resolution administrative boundaries.




GEE JavaScript code, used to compute expected payback periods from multi-source global inputs including annual benchmark electricity prices, total installation costs, and geospatial constraints. The code also incorporates economic screen criteria and generates the above raster outputs.



All raster files are provided in GeoTIFF format with a 1 km spatial resolution in WGS 84 (EPSG:4326). Country-level statistics are provided in CSV format. The code is available as a GEE script and a downloadable .js file.

These resources allow researchers, planners, and policymakers to replicate our analysis or customize it for regional applications, infrastructure planning, and investment prioritization in support of Sustainable Development Goal 7 and global solar energy deployment strategies.

KeywordsSolar photovoltaic, global assessment, economic potential, Google Earth Engine, geospatial dataset, payback period, energy planning, 1 km resolution
DOI: 10.15468/dl.mcyjrt
title: Occurrence Download

description: A dataset containing 39664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.94697993211051 42.64617198207392, -121.95851802035081 42.644189902196075, -121.96930933393851 42.64058296277228, -121.97893844818313 42.635490113668745, -121.98703497054888 42.629107495073924, -121.99328782795588 42.621680835164405, -121.99745720989263 42.61349593868276, -121.99938371019745 42.60486764235525, -121.99899432760483 42.596127670915926, -121.99630511366833 42.587611867255426, -121.99142039034354 42.57964729072956, -121.98452859248926 42.572539678704075, -121.97589491756918 42.56656174854983, -121.96585108145516 42.56194278181443, -121.95478258191419 42.55885988102805, -121.94311395744889 42.5574312248186, -121.9312925968123 42.55771157127479, -121.91977170253352 42.559690175554664, -121.90899303946856 42.56329119844204, -121.89937010638101 42.56837659081062, -121.89127235478595 42.57475134769279, -121.88501104490749 42.58217093778637, -121.88082727407271 42.59035063266343, -121.87888263902177 42.59897638749398, -121.87925290186674 42.607716864463264, -121.88192492185684 42.616236143718446, -121.88679699465575 42.624206636776606, -121.89368261133322 42.6313217055345, -121.902317515458 42.6373074974019, -121.9123698040283 42.641933533956575, -121.9234526924705 42.645021636351665, -121.93513945170157 42.6464528340606, -121.94697993211051 42.64617198207392))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 39664 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005594-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3334/cdiac/otg.31dscg94_1_2_3
title: Partial pressure (or fugacity) of carbon dioxide, dissolved inorganic carbon, pH, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations using CTD, bottle and other instruments from NOAA Ship DISCOVERER in the North Pacific Ocean, South Pacific Ocean and Southern Oceans from 1994-01-26 to 1994-04-27 (NCEI Accession 0115152)

description: This dataset includes chemical, discrete sample, physical and profile data collected from NOAA Ship DISCOVERER in the North Pacific Ocean, South Pacific Ocean and Southern Oceans (&gt; 60 degrees South) from 1994-01-26 to 1994-04-27. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-113 (CFC-113), CHLOROFLUOROCARBON-12 (CFC-12), Carbon tetrachloride (CCL4), DELTA CARBON-13, DELTA CARBON-14, DELTA HELIUM-3, DISSOLVED INORGANIC CARBON (DIC), DISSOLVED OXYGEN, HELIUM, HYDROSTATIC PRESSURE, NITRATE, NITRITE, Partial pressure (or fugacity) of carbon dioxide - water, Potential temperature (theta), SALINITY, TOTAL ALKALINITY (TA), Tritium (Hydrogen isotope), WATER TEMPERATURE, pH, phosphate and silicate. The instruments used to collect these data include CTD and bottle.

These data were collected by John L. Bullister and Richard A. Feely of NOAA Pacific Marine Environmental Laboratory (PMEL) as part of the WOCE_P18 dataset. CDIAC associated the following cruise ID(s) with this dataset: WOCE_P18

The World Ocean Circulation Experiment (WOCE) was a major component of the World Climate Research Program with the overall goal of better understanding the ocean's role in climate and climatic changes resulting from both natural and anthropogenic causes. The CO2 survey took advantage of the sampling opportunities provided by the WOCE Hydrographic Program (WHP) cruises during this period between 1990 and 1998. The final collection covers approximately 23,000 stations from 94 WOCE cruises.
DOI: 10.34740/kaggle/dsv/13848287
title: Ageing Study
DOI: 10.5281/zenodo.17350436
title: Example dataset for N-SDM workflow

description: This dataset is an example for modeling habitat suitability using the N-SDM workflow. It focuses on three species (Larix decidua, Capra ibex, and Cantharellus cibarius) at 100-meter resolution across Switzerland, covering both the current period (1980–2021) and a future period (2085). The dataset is intended for demonstration and testing, enabling users to reproduce the workflow setup, familiarize with the folder and naming conventions, and explore the functionality of N-SDM on a case study.

The archive contains a structured set of folders that mirror the expected N-SDM ./data folder architecture:





covariates: environmental and climatic covariate layers.




species: occurrence data for model training and evaluation.




masks: optional spatial masks used to constrain predictions.




background: optional weighting (random_w) and biogeographic filtering (random_biog) raster and shapefiles for constraining background point sampling.



Data sources:





Global-level occurrence data (varying spatial precision) were obtained from GBIF https://www.gbif.org/ (DOI: 10.15468/dl.fktyas).




Regional-level occurrence data (aggregated at a 100 m resolution) were provided by the Swiss Species Information Center, InfoSpecies https://www.infospecies.ch (DOI: 10.15468/htjezm), and are shared after agreement with InfoSpecies.




Climatic covariates (~1 km resolution) were sourced from CHELSA (DOI: 10.1038/s41597-021-01084-6).




Environmental covariates (resampled at a 100 m resolution) were sourced from the SWECO25 database (DOI: 10.1038/s41597-023-02899-1).











 

HPC-side download and extraction






# go to your target nsdm directory
 cd ./nsdm

# download the archive
wget -c "https://zenodo.org/record/17350436/files/data.zip?download=1" -O data.zip

# unzip
unzip -o data.zip

# optional: clean up
rm data.zip
DOI: 10.3334/cdiac/otg.31dicgc91_2
title: Dissolved inorganic carbon, pH, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations using CTD, bottle and other instruments from NOAA Ship DISCOVERER in the Gulf of Alaska and North Pacific Ocean from 1991-03-07 to 1991-04-07 (NCEI Accession 0115175)

description: This dataset includes chemical, discrete sample, physical and profile data collected from NOAA Ship DISCOVERER in the Gulf of Alaska and North Pacific Ocean from 1991-03-07 to 1991-04-07 and retrieved during cruise WOCE_P16N_CGC91. These data include ALKALINITY, CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-12 (CFC-12), DELTA CARBON-13, DELTA CARBON-14, DELTA HELIUM-3, DISSOLVED INORGANIC CARBON, DISSOLVED OXYGEN, HELIUM, HYDROSTATIC PRESSURE, NEON, NITRATE, NITRITE, PHOSPHATE, Potential temperature (theta), SALINITY, SILICATE, Tritium (Hydrogen isotope), WATER TEMPERATURE and pH. The instruments used to collect these data include CTD and bottle. These data were collected by John L. Bullister and Richard A. Feely of NOAA Pacific Marine Environmental Laboratory (PMEL) as part of the WOCE_P16N_CGC91 dataset.

The World Ocean Circulation Experiment (WOCE) was a major component of the World Climate Research Program with the overall goal of better understanding the ocean's role in climate and climatic changes resulting from both natural and anthropogenic causes. The CO2 survey took advantage of the sampling opportunities provided by the WOCE Hydrographic Program (WHP) cruises during this period between 1990 and 1998. The final collection covers approximately 23,000 stations from 94 WOCE cruises.
DOI: 10.15468/dl.b42q7m
title: Occurrence Download

description: A dataset containing 23943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.83784205520101 42.334281469362594, -121.84931875941997 42.332313201179346, -121.86005614272268 42.32872033297218, -121.86964085867605 42.323641272413965, -121.8777042218974 42.317271628658915, -121.88393642960983 42.30985663059102, -121.88809845655085 42.30168163469284, -121.89003116784939 42.29306109770454, -121.88966131088098 42.28432644717568, -121.8870041747818 42.27581332288132, -121.88216283916375 42.267848682727696, -121.87532406581563 42.260738267964584, -121.86675101356082 42.254754904812245, -121.85677307254105 42.250128084276874, -121.84577321647303 42.247035210805805, -121.83417335723033 42.245594845785384, -121.82241825358221 42.24586219626959, -121.81095857387379 42.247827015486834, -121.8002337401383 42.25141399246189, -121.79065518825159 42.25648561640951, -121.78259066517721 42.26284741033254, -121.77635015027447 42.27025534041267, -121.77217393350347 42.27842512620368, -121.77022331000762 42.28704310415614, -121.77057425937694 42.29577823630991, -121.77321437098053 42.30429480956703, -121.77804315702839 42.31226534094866, -121.78487576629071 42.31938319231986, -121.7934499783744 42.32537440530469, -121.80343622656956 42.330008293831106, -121.81445027247051 42.333106377413436, -121.82606804392972 42.33454930147221, -121.83784205520101 42.334281469362594))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 23943 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005595-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g55uk
title: Occurrence Download

description: A dataset containing 114098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.80174237180015 42.28596266176475, -121.81321030659171 42.28399873757201, -121.82394063383718 42.28041011602586, -121.83352027873 42.27533504122549, -121.8415807503863 42.26896896890164, -121.84781235598473 42.26155699059965, -121.85197609162827 42.25338434683986, -121.85391275467116 42.244765404219606, -121.85354893850064 42.23603152939148, -121.85089969829215 42.2275183327623, -121.84606780899125 42.219552775460286, -121.8392396689093 42.21244063435615, -121.83067802861808 42.20645480226422, -121.8207118408643 42.20182486516052, -121.80972362945774 42.19872834717471, -121.79813486087494 42.19728394950205, -121.78638986979566 42.19754703379672, -121.77493893775906 42.19950751679422, -121.76422115186567 42.20309025371665, -121.75464767761561 42.20815789634628, -121.74658606647242 42.214516120433515, -121.74034618473917 42.22192102925582, -121.73616829628266 42.230088458556374, -121.73421375838551 42.238704835591065, -121.73455869894083 42.24743918429392, -121.7371909364093 42.25595582211508, -121.74201028435515 42.26392726403676, -121.7488322537753 42.27104683730911, -121.75739503352939 42.27704051763811, -121.76736949740307 42.28167752422475, -121.7783718616255 42.284779256673865, -121.78997850508165 42.28622621993463, -121.80174237180015 42.28596266176475))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 114098 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005560-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytz67w
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Croatia",
 "TaxonKey is Testudo hermanni",
 "Year 2015-2025"
 ]
}

 The dataset includes 731 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005597-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/jbukm
title: Swimming Body Volume

description: This project aims to investigate body composition in elite Italian swimmers.
The full_dataset file contains two worksheets: the first includes all the data used for statistical analysis, while the second contains the repeated measures for validation.
DOI: 10.15468/dl.vh9f2g
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Dregea sinensis corrugata, Dregea yunnanensis, Dregea sinensis)"
 ]
}

 The dataset includes 707 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005598-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3334/cdiac/otg.woce_a14a13_1995
title: Dissolved inorganic carbon, pH, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations using CTD, bottle and other instruments from L'ATALANTE in the Gulf of Guinea, North Atlantic Ocean and South Atlantic Ocean from 1995-01-13 to 1995-04-02 (NCEI Accession 0115764)

description: This dataset includes chemical, discrete sample, physical and profile data collected from L'ATALANTE in the Gulf of Guinea, North Atlantic Ocean and South Atlantic Ocean from 1995-01-13 to 1995-04-02. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-12 (CFC-12), DELTA HELIUM-3, DISSOLVED INORGANIC CARBON (DIC), DISSOLVED OXYGEN, HELIUM, HYDROSTATIC PRESSURE, NEON, NITRATE, Potential temperature (theta), SALINITY, TOTAL ALKALINITY (TA), Tritium (Hydrogen isotope), WATER TEMPERATURE, pH, phosphate and silicate. The instruments used to collect these data include CTD and bottle.

These data were collected by Kenneth M. Johnson of Brookhaven National Laboratory (BNL), Douglas W. R. Wallace of Dalhousie University; Institute of Oceanography, Aída F. Ríos of Institute of Marine Research Vigo (IIM), and Melchor González-Dávila of Universidad de Las Palmas de Gran Canaria (ULPGC) as part of the WOCE_A14_A13 dataset. CDIAC associated the following cruise ID(s) with this dataset: WOCE_A14_A13

The World Ocean Circulation Experiment (WOCE) was a major component of the World Climate Research Program with the overall goal of better understanding the ocean's role in climate and climatic changes resulting from both natural and anthropogenic causes. The CO2 survey took advantage of the sampling opportunities provided by the WOCE Hydrographic Program (WHP) cruises during this period between 1990 and 1998. The final collection covers approximately 23,000 stations from 94 WOCE cruises.
DOI: 10.13140/rg.2.2.28799.27048
title: Rachida Amokrane-Aidat .pdf
DOI: 10.15468/dl.6t5vgx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coccinula sinuatomarginata",
 "BasisOfRecord is Specimen",
 "LifeStage is Adult",
 "MediaType is Image"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005599-251120083545085/datasets/export for details.
DOI: 10.15468/dl.qxy3w9
title: Occurrence Download

description: A dataset containing 23943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.83784205520101 42.334281469362594, -121.84931875941997 42.332313201179346, -121.86005614272268 42.32872033297218, -121.86964085867605 42.323641272413965, -121.8777042218974 42.317271628658915, -121.88393642960983 42.30985663059102, -121.88809845655085 42.30168163469284, -121.89003116784939 42.29306109770454, -121.88966131088098 42.28432644717568, -121.8870041747818 42.27581332288132, -121.88216283916375 42.267848682727696, -121.87532406581563 42.260738267964584, -121.86675101356082 42.254754904812245, -121.85677307254105 42.250128084276874, -121.84577321647303 42.247035210805805, -121.83417335723033 42.245594845785384, -121.82241825358221 42.24586219626959, -121.81095857387379 42.247827015486834, -121.8002337401383 42.25141399246189, -121.79065518825159 42.25648561640951, -121.78259066517721 42.26284741033254, -121.77635015027447 42.27025534041267, -121.77217393350347 42.27842512620368, -121.77022331000762 42.28704310415614, -121.77057425937694 42.29577823630991, -121.77321437098053 42.30429480956703, -121.77804315702839 42.31226534094866, -121.78487576629071 42.31938319231986, -121.7934499783744 42.32537440530469, -121.80343622656956 42.330008293831106, -121.81445027247051 42.333106377413436, -121.82606804392972 42.33454930147221, -121.83784205520101 42.334281469362594))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 23943 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005600-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30694151
title: <b>Engineered </b><b>VPg</b><b> </b><b>saRNA achieves cap-independent,</b><b> </b><b>low-immunogenic and precise</b><b> </b><b>encoding of therapeutic proteins </b><b>in vivo</b><b>.</b>

description: AsPC-1 pancreatic cancer cells were transfected with the VPg-GSDMDeng saRNA vaccine and subsequently cultured for 15 consecutive passages to evaluate sequence stability during prolonged intracellular replication. Total RNA was isolated from both the first-generation (P1) transfected cells—used as the non-mutated reference control—and the 15th-generation (P15) cells. High-fidelity reverse transcription PCR (RT-PCR) was performed using a proofreading DNA polymerase to minimize polymerase-induced errors. The resulting amplicons were subjected to bidirectional Sanger sequencing using multiple forward primers (M13F, seq1F, seq2F, seq3F) to ensure complete coverage of the coding region and to detect low-frequency variants.All raw chromatogram files (.ab1) and derivative sequence files (.seq) have been deposited in the public repository. Each .ab1 file corresponds to an individual sequencing reaction and retains unprocessed fluorescence trace data, peak calls, and Phred quality values.