cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15485/1985921
title: Recent streamflow trends across permafrost basins of North America: Datasets

description: Climate change impacts, including changing temperatures, precipitation, and vegetation, are widely anticipated to cause major shifts to the permafrost with resulting impacts to hydro-ecosystems across the high latitudes of the globe. However, it is challenging to examine streamflow shifts in these regions owing to a paucity of data, discontinuity of records, and other issues related to data consistency and accuracy. We looked at recent changes in streamflow over 1976-2021 in watersheds affected by varying degrees of permafrost coverage to characterize trends and drivers for a range of watersheds across North America. Data sets are described in detail in the paper associated with this data set, Bennett et al. 2023, Front. Water - Water and Critical Zone, DOI: 10.3389/frwa.2023.1099660.These data contain CSV files of the streamflow, climate, and land surface characteristics for several sites located across the high latitude regions of North America. Both observed and reanalysis data products are provided. These files can be opened using Excel or a text editor, or they can be read, and analyzed in software tools such as Python or R. A brief description of the files is below, and more details can be found in the Methods section.rabpro_stats_north_select_74_55m.csv - This file describes the observed gages used in the analysis.GF31_23_metadat.csv - This file describes the 23 permafrost systems. Columns are as described in rabpro_stats_north_select_74_55m.csv above, with rabpro_id, the id used for the timeseries file mapping in GF31_23_time_series.csv.GF31_23_time_series.csv - This file contains the time series data for the stations described in GF31_23_metadat.csv.GF31_random_reaches_1583.csv - This file describes the 1583 randomly selected permafrost-dominant sites for machine learning analysis.era5_GF31_monthly_vars_random_reaches_1583.csv - This file contains the monthly ERA5 land data for the 1583 randomly selected permafrost-dominant sites.observed.zip: USGS and Hydat station data for the 74 gages analyzed in this study. Monthly, seasonal, and annual streamflow observations for minimum streamflow, mean streamflow, and maximum streamflow. Units are m3/sec. 1975-2022.streamflow_daily_GF31_infilled_1979_2022.csv - infilled daily streamflow data (infilled using GloFAS v 3.1) for 55 gages. Units are m3/sec. 1979-2022.glofas_23.zip - Glofas v3.1 file for the 23 permafrost-dominant gages in the study. Monthly, seasonal, and annual streamflow observations for minimum streamflow, mean streamflow, and maximum streamflow. Units are m3/sec. 1979-2021.glofas_1583.zip - Glofas v3.1 file for the 1583 randomly selected permafrost-dominant gages in the study. Monthly, seasonal, and annual streamflow observations for minimum streamflow, mean streamflow, and maximum streamflow. Units are m3/sec. 1979-2021.
DOI: 10.5281/zenodo.8067796
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Johann Caspar Bauhin, http://www.wikidata.org/entity/Q1692847. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1692847
DOI: 10.5281/zenodo.8067795
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Johann Caspar Bauhin, http://www.wikidata.org/entity/Q1692847. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1692847
DOI: 10.5281/zenodo.8067798
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Marcel Gustav Baumann-Bodenheim, http://www.wikidata.org/entity/Q5995470. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5995470
DOI: 10.5281/zenodo.8067802
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Ralph C. Bean, http://www.wikidata.org/entity/Q113000159. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q113000159
DOI: 10.5281/zenodo.8067806
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Florence G. Beckwith, http://www.wikidata.org/entity/Q19860882. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q19860882
DOI: 10.5281/zenodo.8067805
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Florence G. Beckwith, http://www.wikidata.org/entity/Q19860882. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q19860882
DOI: 10.5281/zenodo.8067808
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Maurice Bedot, http://www.wikidata.org/entity/Q28125757. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q28125757
DOI: 10.5281/zenodo.8067810
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gustaf Wilhelm Belfrage, http://www.wikidata.org/entity/Q5621254. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5621254
DOI: 10.5281/zenodo.8067809
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gustaf Wilhelm Belfrage, http://www.wikidata.org/entity/Q5621254. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5621254
DOI: 10.5281/zenodo.8067812
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hans Emil Benestad, http://www.wikidata.org/entity/Q107572992. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107572992
DOI: 10.5281/zenodo.8067811
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hans Emil Benestad, http://www.wikidata.org/entity/Q107572992. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107572992
DOI: 10.5281/zenodo.8067814
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by William Benham, http://www.wikidata.org/entity/Q8005629. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q8005629
DOI: 10.5281/zenodo.8067813
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by William Benham, http://www.wikidata.org/entity/Q8005629. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q8005629
DOI: 10.5281/zenodo.8067818
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jean Milton Berdan, http://www.wikidata.org/entity/Q6171199. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6171199
DOI: 10.5281/zenodo.8067817
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jean Milton Berdan, http://www.wikidata.org/entity/Q6171199. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6171199
DOI: 10.5281/zenodo.8067820
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Georg Karl Berendt, http://www.wikidata.org/entity/Q71348. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q71348
DOI: 10.5281/zenodo.8067819
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Georg Karl Berendt, http://www.wikidata.org/entity/Q71348. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q71348
DOI: 10.5281/zenodo.8067822
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Peter Albert Benum, http://www.wikidata.org/entity/Q101070057. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q101070057
DOI: 10.5281/zenodo.8067821
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Peter Albert Benum, http://www.wikidata.org/entity/Q101070057. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q101070057
DOI: 10.5281/zenodo.8067824
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hugo Berentzen, http://www.wikidata.org/entity/Q107541256. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107541256
DOI: 10.5281/zenodo.8067823
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hugo Berentzen, http://www.wikidata.org/entity/Q107541256. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107541256
DOI: 10.5281/zenodo.8067830
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Heinrich Agathon Bernstein, http://www.wikidata.org/entity/Q73244. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q73244
DOI: 10.5281/zenodo.7991738
title: Enfermedad arterial coronaria y grasa epicárdica en pacientes diabéticos

description: Base de datos donde se compila la información de pacientes diabéticos que se realizaron angiografía coronaria por tomografía. La matriz de datos contiene las siguientes variables: edad, sexo, índice de masa corporal, presencia de factores de riesgo cardiovascular, presencia de placas ateroscleróticas coronarias y sus características generales, así como los valores del volumen de grasa epicárdica.
DOI: 10.5281/zenodo.7991739
title: Enfermedad arterial coronaria y grasa epicárdica en pacientes diabéticos

description: Base de datos donde se compila la información de pacientes diabéticos que se realizaron angiografía coronaria por tomografía. La matriz de datos contiene las siguientes variables: edad, sexo, índice de masa corporal, presencia de factores de riesgo cardiovascular, presencia de placas ateroscleróticas coronarias y sus características generales, así como los valores del volumen de grasa epicárdica.
DOI: 10.5281/zenodo.8067816
title: Enfermedad arterial coronaria y grasa epicárdica en pacientes diabéticos

description: Base de datos donde se compila la información de pacientes diabéticos que se realizaron angiografía coronaria por tomografía. La matriz de datos contiene las siguientes variables: edad, sexo, índice de masa corporal, presencia de factores de riesgo cardiovascular, presencia de placas ateroscleróticas coronarias y sus características generales, así como los valores del volumen de grasa epicárdica.
DOI: 10.5281/zenodo.8067832
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Heinrich Ernst Beyrich, http://www.wikidata.org/entity/Q64133. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q64133
DOI: 10.5281/zenodo.8067831
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Heinrich Ernst Beyrich, http://www.wikidata.org/entity/Q64133. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q64133
DOI: 10.5281/zenodo.8067834
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Upendra Chandra Bhattacharyya, http://www.wikidata.org/entity/Q21506082. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21506082
DOI: 10.5281/zenodo.8067833
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Upendra Chandra Bhattacharyya, http://www.wikidata.org/entity/Q21506082. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21506082
DOI: 10.5281/zenodo.8067838
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Richard Biedermann-Imhoof, http://www.wikidata.org/entity/Q55088607. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55088607
DOI: 10.5281/zenodo.8067837
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Richard Biedermann-Imhoof, http://www.wikidata.org/entity/Q55088607. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55088607
DOI: 10.5281/zenodo.8067840
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Roderick Leon Bieleski, http://www.wikidata.org/entity/Q18043662. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q18043662
DOI: 10.5281/zenodo.8067839
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Roderick Leon Bieleski, http://www.wikidata.org/entity/Q18043662. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q18043662
DOI: 10.5281/zenodo.8067842
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Paolo Biolley, http://www.wikidata.org/entity/Q55017502. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55017502
DOI: 10.5281/zenodo.8067841
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Paolo Biolley, http://www.wikidata.org/entity/Q55017502. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55017502
DOI: 10.5281/zenodo.7325756
title: AMTraC-19 (v7.9) Dataset: Persistence of the Omicron variant of SARS-CoV-2 in Australia

description: The paper describing scenarios which generated this dataset: S. L. Chang, Q. D. Nguyen, A. Martiniuk, V. Sintchenko, T. C. Sorrell, M. Prokopenko, Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing, <em>PLOS Global Public Health</em>, 3(4): e0001427, 2023. The AMTraC-19 source code (v7.9) is released on Zenodo: https://zenodo.org/record/7325675
description: This work was partially supported by the Australian Research Council grants DP200103005 and DP220101688 (MP and SLC). AMTraC-19 is registered under The University of Sydney's invention disclosure CDIP Ref. 2020-018.
description: {"references": ["S. L. Chang, O. M. Cliff, C. Zachreson, M. Prokopenko, Simulating Transmission Scenarios of the Delta Variant of SARS-CoV-2 in Australia, Frontiers in Public Health, 10, 10.3389/fpubh.2022.823043, 2022.", "Q. D. Nguyen and M. Prokopenko, A general framework for optimising cost-effectiveness of pandemic response under partial intervention measures, Scientific Reports, 12: 19482, 2022.", "S. L. Chang, Q. D. Nguyen, A. Martiniuk, V. Sintchenko, T. C. Sorrell, M. Prokopenko, Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing, PLOS Global Public Health, 3(4): e0001427, 2023.."]}
DOI: 10.5281/zenodo.7325755
title: AMTraC-19 (v7.9) Dataset: Persistence of the Omicron variant of SARS-CoV-2 in Australia

description: The paper describing scenarios which generated this dataset: S. L. Chang, Q. D. Nguyen, A. Martiniuk, V. Sintchenko, T. C. Sorrell, M. Prokopenko, Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing, <em>PLOS Global Public Health</em>, 3(4): e0001427, 2023. The AMTraC-19 source code (v7.9) is released on Zenodo: https://zenodo.org/record/7325675
description: This work was partially supported by the Australian Research Council grants DP200103005 and DP220101688 (MP and SLC). AMTraC-19 is registered under The University of Sydney's invention disclosure CDIP Ref. 2020-018.
description: {"references": ["S. L. Chang, O. M. Cliff, C. Zachreson, M. Prokopenko, Simulating Transmission Scenarios of the Delta Variant of SARS-CoV-2 in Australia, Frontiers in Public Health, 10, 10.3389/fpubh.2022.823043, 2022.", "Q. D. Nguyen and M. Prokopenko, A general framework for optimising cost-effectiveness of pandemic response under partial intervention measures, Scientific Reports, 12: 19482, 2022.", "S. L. Chang, Q. D. Nguyen, A. Martiniuk, V. Sintchenko, T. C. Sorrell, M. Prokopenko, Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing, PLOS Global Public Health, 3(4): e0001427, 2023.."]}
DOI: 10.5281/zenodo.8067857
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Sverre Blix, http://www.wikidata.org/entity/Q3978492. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3978492
DOI: 10.5281/zenodo.8067856
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Sverre Blix, http://www.wikidata.org/entity/Q3978492. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3978492
DOI: 10.6084/m9.figshare.23557722
title: Occurrence of species from Belém reservoirs.xlsx

description: List of phytoplankton species and occurrence recorded in 2019 for the reservoirs of the Belém (Pará) water supply system.
DOI: 10.6084/m9.figshare.23557722.v1
title: Occurrence of species from Belém reservoirs.xlsx

description: List of phytoplankton species and occurrence recorded in 2019 for the reservoirs of the Belém (Pará) water supply system.
DOI: 10.5281/zenodo.8067865
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hendrik Coenraad Blöte, http://www.wikidata.org/entity/Q72181538. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q72181538
DOI: 10.5281/zenodo.8067864
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hendrik Coenraad Blöte, http://www.wikidata.org/entity/Q72181538. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q72181538