cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/v36p-rz98
title: Lake Couchiching ostracode surface sample dataset

description: Raw data for the Lake Couchiching ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/w148-f347
title: Lake Erie water chemistry dataset

description: Raw data for the Lake Erie water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/wodnwy
title: AutoHood3D: Dataset 4k for ML (Graph)

description: Dataset 4k processed for ML task for graph-based models. The Dataset is divided into training, validation, in-distribution and out-of-distribution testing subsets. Certain subsets are split using ZIP utility due to uploading restrictions.
DOI: 10.21233/penq-jt42
title: Lake Nipissing water chemistry dataset

description: Raw data for the Lake Nipissing water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/51pw-ma50
title: Heritage Lake water chemistry dataset

description: Raw data for the Heritage Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a06t-tw92
title: French water chemistry dataset

description: Raw data for the French water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/y429-rg93
title: Lava Lake water chemistry dataset

description: Raw data for the Lava Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jwxd-7b09
title: Campbell Lake diatom dataset

description: Raw data for the Campbell Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.25345/c5707x16v
title: MassIVE MSV000097855 - Multiplexed Targeted Spatial Mass Spectrometry Imaging Assays to monitor lipids and NAD+ metabolites in CD38 knockout mice exhibiting improved metabolism
title: Mass spectrometry imaging (MSI) is a rapidly advancing technology that provides mapping of the spatial molecular landscape of tissues for a variety of analytes. One common method employed is matrix-assisted laser desorption/ionization (MALDI)-MSI, however, confident in situ identification and accurate quantification of analytes with MALDI-MSI remains challenging without extensive workflows. Here, we present the first study combining trapped ion mobility spectrometry (TIMS)-based parallel accumulation-serial fragmentation (PASEF) with MALDI ionization for targeted imaging parallel reaction monitoring (iprm-PASEF) to investigate lipids and metabolites in liver tissues from wild-type and CD38 knockout mice (CD38-/-). CD38, a nicotinamide adenine dinucleotide (NAD+)-consuming enzyme, plays a central role in regulating liver metabolism, especially for NAD+. While CD38 deletion is known to be protective, the underlying spatial metabolic reorganization and mechanisms are not well characterized. The novel iprm-PASEF workflow enabled confident identification and differentiation of lipid isomers at the MS2 level and revealed greatly increased NAD+ levels and decreased adenosine diphosphate ribose (ADPR), a by-product of NAD+ hydrolysis, in CD38-/- livers. This approach provides highly confident, specific, and robust MS2-based identification and quantification of fragment ions in spatial MSI experiments. Additionally, the innovative iprm-PASEF opens unprecedented opportunities for spatial metabolomics and lipidomics, offering spatially resolved insights into molecular mechanisms.
DOI: 10.21233/5xh3-5a13
title: Coropuna peat bog pollen dataset

description: Raw data for the Coropuna peat bog pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/4z51-cf27
title: Moon Reservoir diatom dataset

description: Raw data for the Moon Reservoir diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9t00-9t03
title: LRRB6 pollen surface sample dataset

description: Raw data for the LRRB6 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/wc3b-fm34
title: NICHOL02 pollen surface sample dataset

description: Raw data for the NICHOL02 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rgfg-ze04
title: MacGregor Bay ostracode surface sample dataset

description: Raw data for the MacGregor Bay ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/x8yf-v994
title: LDDsite5288 water chemistry dataset

description: Raw data for the LDDsite5288 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a1wx-ga44
title: Ravenswaarden II pollen dataset

description: Raw data for the Ravenswaarden II pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rg4g-6688
title: Isla Isabela Cueva Perdida vertebrate fauna dataset

description: Raw data for the Isla Isabela Cueva Perdida vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/xj0k-8x89
title: Barrier Lake ostracode surface sample dataset

description: Raw data for the Barrier Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/w6a7-yk22
title: LDDsite4893 ostracode surface sample dataset

description: Raw data for the LDDsite4893 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ae3r-4b31
title: WASU 84 pollen surface sample dataset

description: Raw data for the WASU 84 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/hr17-a541
title: LDDsite2115 water chemistry dataset

description: Raw data for the LDDsite2115 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6tm1-7494
title: Campbells Pond diatom surface sample dataset

description: Raw data for the Campbells Pond diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/v2v6-8t58
title: Mannikjarve testate amoebae surface sample dataset

description: Raw data for the Mannikjarve testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/97xe-6v25
title: ALTAK49 pollen surface sample dataset

description: Raw data for the ALTAK49 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/s2ym-d157
title: O.S.A. Lake water chemistry dataset

description: Raw data for the O.S.A. Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8knb-cs63
title: Ramer Lake diatom dataset

description: Raw data for the Ramer Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ck01-cs88
title: LDDsite2630 ostracode surface sample dataset

description: Raw data for the LDDsite2630 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0j44-0603
title: LDDsite3188 ostracode surface sample dataset

description: Raw data for the LDDsite3188 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/s27g-f535
title: Lake Hefner diatom dataset

description: Raw data for the Lake Hefner diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/55hk-nr58
title: Žižkov pollen surface sample dataset

description: Raw data for the Žižkov pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dm2v-y042
title: Big Cypress (core 03-9-16-3) pollen dataset

description: Raw data for the Big Cypress (core 03-9-16-3) pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p90s-we78
title: Railway testate amoebae surface sample dataset

description: Raw data for the Railway testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gj77-6b57
title: 13WD4 vertebrate fauna dataset

description: Raw data for the 13WD4 vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15381352
title: RNA seq BAM
DOI: 10.5281/zenodo.15381353
title: RNA seq BAM
DOI: 10.21233/6tcx-4179
title: Becoosin Lake diatom dataset

description: Raw data for the Becoosin Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0dcc-0r48
title: Tangra Yumco (River) ostracode surface sample dataset

description: Raw data for the Tangra Yumco (River) ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/4bmj-qg03
title: Crooked Pond diatom dataset

description: Raw data for the Crooked Pond diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jnnw-8p54
title: Glendale macroinvertebrate dataset

description: Raw data for the Glendale macroinvertebrate dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7mdj-p498
title: Lebel-G testate amoebae surface sample dataset

description: Raw data for the Lebel-G testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/t7cj-5c60
title: Ross Lake water chemistry dataset

description: Raw data for the Ross Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p9fq-3p96
title: Wolf L. (W.C.) diatom dataset

description: Raw data for the Wolf L. (W.C.) diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dx3b-3r02
title: LDDsite1623 water chemistry dataset

description: Raw data for the LDDsite1623 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mw6j-nt72
title: Brokenhead Creek ostracode surface sample dataset

description: Raw data for the Brokenhead Creek ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vydh-p697
title: Lake Ontario/Athol Bay water chemistry dataset

description: Raw data for the Lake Ontario/Athol Bay water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/srgb-zk36
title: Tchernobyl, reservoir cooler ostracode surface sample dataset

description: Raw data for the Tchernobyl, reservoir cooler ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.14193944
title: Heat wave and cold snap event library under various technical choices for NERC subregions in the conterminous U.S. (1980 - 2024)

description: This Extreme Thermal Event Library provides comprehensive records of heat wave and cold snap events from 1980 to 2024, aggregated at the North American Electric Reliability Corporation (NERC) subregion level for the conterminous United States. A map of NERC subregions with county-level mean temperatures is included in the file 'NERC_subregions_with_mean_temperature.tif'.

The heat wave and cold snap events were identified using temperature data simulated by the Thermodynamic Global Warming (TGW) model. The raw TGW hourly temperature data (at a 12-km resolution) was aggregated to the county level using spatial averaging within county boundaries. Daily mean, maximum, and minimum temperatures were then derived from the hourly surface air temperature data for each county. Subsequently, the county-level daily temperatures were spatially aggregated to the NERC subregion level using three distinct spatial aggregation methods:



Simple Mean (SM): A simple average of county-level temperatures.

Area-Weighted Mean (MWA): Weighted by the area of each county.

Population-Weighted Mean (MWP): Weighted by the population of each county.


The database includes separate zipped files for each spatial aggregation method:



"heat_wave_library_NERC_average.zip" and "cold_snap_library_NERC_average.zip" contain events based on the SM method.

"heat_wave_library_NERC_average_area.zip" and "cold_snap_library_NERC_average_area.zip" contain events based on the MWA method.

"heat_wave_library_NERC_average_pop.zip" and "cold_snap_library_NERC_average_pop.zip" contain events based on the MWP method.


Each zipped file includes 12 event libraries, corresponding to 12 different event definitions. Details about these definitions are provided in the file 'Event definitions.docx'.

 

Event Library Structure

Each row in an event library represents one detected thermal event. The columns in the library are defined as follows:



start_date: Start date of the event.

end_date: End date of the event.

centroid_date: The centroid date, calculated as the midpoint between the start and end dates.

highest_temperature / lowest_temperature: The highest daily maximum temperature (for heat waves) or lowest daily minimum temperature (for cold snaps), in Kelvin.

duration: Duration of the event in days.

NERC_ID: Identifier for the NERC subregion.

spatial_coverage: The spatial coverage of the event within the NERC subregion, expressed as the percentage of counties experiencing the event relative to the total number of counties in the subregion.