cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14193945
title: Heat wave and cold snap event library under various technical choices for NERC subregions in the conterminous US. (1980 - 2019)

description: This Extreme Thermal Event Library provides comprehensive records of heat wave and cold snap events from 1980 to 2019, 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.
DOI: 10.5281/zenodo.15306963
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.
DOI: 10.21233/ryxx-1b30
title: LDDsite3724 water chemistry dataset

description: Raw data for the LDDsite3724 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/mwhq-b021
title: Lake Superior water chemistry dataset

description: Raw data for the Lake Superior 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: 10.21233/05n2-pw77
title: Scokes Pond diatom surface sample dataset

description: Raw data for the Scokes 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/agrf-3x10
title: Sherman Reservoir diatom dataset

description: Raw data for the Sherman 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/vccv-p511
title: Oak Lake ostracode surface sample dataset

description: Raw data for the Oak 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/w7ka-wp90
title: Thames River water chemistry dataset

description: Raw data for the Thames River 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/tvvb-xp86
title: Steuben Village vertebrate fauna dataset

description: Raw data for the Steuben Village 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: 10.21233/8ds5-7847
title: Anbo ostracode surface sample dataset

description: Raw data for the Anbo 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/xbb6-px19
title: Vinokurova1 testate amoebae surface sample dataset

description: Raw data for the Vinokurova1 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: 10.21233/66kf-gt15
title: LDDsite3571 ostracode surface sample dataset

description: Raw data for the LDDsite3571 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/rwp4-p591
title: LDDsite4681 ostracode surface sample dataset

description: Raw data for the LDDsite4681 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: 10.21233/7ca2-gb26
title: Washburn lake water chemistry dataset

description: Raw data for the Washburn 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/egn3-x862
title: LDDsite3809 water chemistry dataset

description: Raw data for the LDDsite3809 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/gvab-vr70
title: GATC5 pollen surface sample dataset

description: Raw data for the GATC5 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: 10.21233/4xcd-8v09
title: Galveston Park Pond B water chemistry dataset

description: Raw data for the Galveston Park Pond B 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: 10.21233/69jh-e920
title: Rainy Lead 210 dataset

description: Raw data for the Rainy Lead 210 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/gt52-mt02
title: Páramo de Laguna Verde pollen dataset

description: Raw data for the Páramo de Laguna Verde 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/xrh2-sn08
title: Lac Chambon pollen dataset

description: Raw data for the Lac Chambon 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: 10.21233/5q6d-e177
title: Murray Springs Conduit [UALP 6943] vertebrate fauna dataset

description: Raw data for the Murray Springs Conduit [UALP 6943] 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: 10.21233/0zts-cs32
title: Prairie diatom surface sample dataset

description: Raw data for the Prairie 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/fyem-z784
title: Lac Romer physical sedimentology dataset

description: Raw data for the Lac Romer physical sedimentology 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: 10.21233/2eyw-ne25
title: Livingston P. diatom surface sample dataset

description: Raw data for the Livingston P. 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/m4sk-s383
title: WT Site [26PPe24] vertebrate fauna dataset

description: Raw data for the WT Site [26PPe24] 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/cj5c-sa10
title: Lower Blauvelt Lake water chemistry dataset

description: Raw data for the Lower Blauvelt 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/vcma-8k37
title: Lake Arthur pollen dataset

description: Raw data for the Lake Arthur 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/jsnj-6f69
title: Shinkai Pond ostracode surface sample dataset

description: Raw data for the Shinkai Pond 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: 10.21233/8e8s-d751
title: LDDsite4580 ostracode surface sample dataset

description: Raw data for the LDDsite4580 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/e8s1-ya62
title: Alfred Bog testate amoebae surface sample dataset

description: Raw data for the Alfred Bog 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/t145-qw66
title: Bloor Lake ostracode surface sample dataset

description: Raw data for the Bloor 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/mgv7-z770
title: Robinson Lake pollen dataset

description: Raw data for the Robinson Lake 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/kbxn-5123
title: Resonance Cave vertebrate fauna dataset

description: Raw data for the Resonance Cave 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: 10.21233/4sxd-fb84
title: Miniota [EaMg-12] vertebrate fauna dataset

description: Raw data for the Miniota [EaMg-12] 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: 10.21233/3kz8-hc36
title: LDDsite741 ostracode surface sample dataset

description: Raw data for the LDDsite741 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/zwtv-2x23
title: LDDsite4815 ostracode surface sample dataset

description: Raw data for the LDDsite4815 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: 10.21233/5rfy-7j61
title: Candle Lake ostracode surface sample dataset

description: Raw data for the Candle 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: 10.21233/2pm7-an92
title: Brachina Gorge 2 pollen dataset

description: Raw data for the Brachina Gorge 2 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/cpw5-h493
title: Montgomery M1 [23BY] vertebrate fauna dataset

description: Raw data for the Montgomery M1 [23BY] 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: 10.15468/dl.ae5xqc
title: Occurrence Download

description: A dataset containing 1189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Duparquetia orchidacea Baill."
 ]
}

 The dataset includes 1189 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024807-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/1j16-gq70
title: Clifford Lake pollen dataset

description: Raw data for the Clifford Lake 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/xpk3-f431
title: Toby Site [26PWa17] vertebrate fauna dataset

description: Raw data for the Toby Site [26PWa17] 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/c71r-jv27
title: Brurskardtjørni loss-on-ignition dataset

description: Raw data for the Brurskardtjørni loss-on-ignition 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/gfg1-ee16
title: Loch Laxford pollen dataset

description: Raw data for the Loch Laxford 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.