cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14553406
title: CO02_GLV_DustNutrients

description: # CO02, Green Lakes Valley, Dust Nutrients, 2019-2021

## Description,

This repository contains nutrient data from dust samples collected in the Green Lakes Valley, Colorado, at the National Atmospheric Deposition Program site CO02 (location: 40.0547, -105.5891, elevation: 3520 m). Samples were collected between 2019-2021 and analyzed biannually for inorganic (mineral) and organic nitrogen and phosphorus content. The biannual periods roughly spanned the Winter/Spring and Summer/Fall seasons, from June to December and December to June, respectively (collection in 2019 began in July). The sample mass required for laboratory analysis of nutrients was not met in Summer/Fall 2021. Samples over that period were combined with samples from Summer/Fall 2020 to meet the mass requirement, and therefore represent a combined Summer/Fall value. The inorganic or mineral P reported is a measure of bioavailable P readily accessible for plant uptake (e.g., orthophosphate), and excludes P bound in mineral forms like apatite and calcite.

Please see the enclosed readme file for additional details and references for this dataset, including collection and laboratory methods.
DOI: 10.15468/dl.4fs8uu
title: Occurrence Download

description: A dataset containing 106334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-11-29",
 "EventDate is less than or equal to 2024-12-29",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 106334 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047927-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10290363
title: Forbes World's Billionaires List 2024
DOI: 10.15468/dl.7dapf7
title: Occurrence Download

description: A dataset containing 674905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.56113 -33.16352,-69.99364 -33.18591,-69.98339 -32.25686,-71.53474 -32.23525,-71.56113 -33.16352))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 674905 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047929-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83m6xw
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fissidens exiguus Sull."
 ]
}

 The dataset includes 64 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047932-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p365dd
title: Occurrence Download

description: A dataset containing 5412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-7.74207 35.80951,-3.52368 35.80951,-3.52368 39.61903,-7.74207 39.61903,-7.74207 35.80951))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Alaudala rufescens (Vieillot, 1819), Calandrella rufescens (Vieillot, 1819))",
 "Year 1980-2024"
 ]
}

 The dataset includes 5412 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047931-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv5e29
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "TaxonKey is Rorippa amphibia (L.) Besser"
 ]
}

 The dataset includes 29 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047934-241126133413365/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.28090775
title: 1943-2023 annual freezing and thawing indices based on mean daily air temperatures from Kotzebue, Alaska and nearby 2012-2019 Mt NOAK remote automated weather station.

description: Daily mean air temperature values in <i>"</i>Kotzebue_DailyAirT<i>.csv" </i>were used to calculate thermal indices in "Freezing_Thawing_Thermal_Indices.csv" for 1943-2023.Located on the Chukchi Sea, the weather station (Wx) in Kotzebue, AK, Station No. 2616: 66.8857, -162.6068, 3 m above sea level (asl) has the longest running air temperature record in northwest Alaska, useful for its length and because it captures climate dynamics associated with the Chukchi Sea that affect the Brooks Range environment<sup>[58]</sup>. We downloaded the 1897-2023 Kotzebue daily record of instrumental temperatures from the National Atmospheric and Oceanographic Administration’s (NOAA) National Centers for Environmental Information (NCEI) (https://www.ncei.noaa.gov/) and calculated the <i>mean daily air temperature</i> as <i>T </i>= (max daily temperature + min daily temperature)/2.Note that mean daily air temperature from 1 May to 9 Sep 2019 was estimated using multiple regression (month as fixed factor) based on "Mt Noak DailyT 2012_2018.csv" air temperature as recorded at a nearby remote automated weather station (Mt. Noak RAWS, 33 km NNW of Kotzebue 67.1413, -162.994, 255 m asl). The regression was then applied to values from "MtNoakRAWS_2019.csv".Other details are in the "ReadMe.txt" file.<br><br>
DOI: 10.6084/m9.figshare.28090775.v1
title: 1943-2023 annual freezing and thawing indices based on mean daily air temperatures from Kotzebue, Alaska and nearby 2012-2019 Mt NOAK remote automated weather station.

description: Daily mean air temperature values in <i>"</i>Kotzebue_DailyAirT<i>.csv" </i>were used to calculate thermal indices in "Freezing_Thawing_Thermal_Indices.csv" for 1943-2023.Located on the Chukchi Sea, the weather station (Wx) in Kotzebue, AK, Station No. 2616: 66.8857, -162.6068, 3 m above sea level (asl) has the longest running air temperature record in northwest Alaska, useful for its length and because it captures climate dynamics associated with the Chukchi Sea that affect the Brooks Range environment<sup>[58]</sup>. We downloaded the 1897-2023 Kotzebue daily record of instrumental temperatures from the National Atmospheric and Oceanographic Administration’s (NOAA) National Centers for Environmental Information (NCEI) (https://www.ncei.noaa.gov/) and calculated the <i>mean daily air temperature</i> as <i>T </i>= (max daily temperature + min daily temperature)/2.Note that mean daily air temperature from 1 May to 9 Sep 2019 was estimated using multiple regression (month as fixed factor) based on "Mt Noak DailyT 2012_2018.csv" air temperature as recorded at a nearby remote automated weather station (Mt. Noak RAWS, 33 km NNW of Kotzebue 67.1413, -162.994, 255 m asl). The regression was then applied to values from "MtNoakRAWS_2019.csv".Other details are in the "ReadMe.txt" file.<br><br>
DOI: 10.15468/dl.dwgqvh
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "TaxonKey is Phragmites australis (Cav.) Trin. ex Steud."
 ]
}

 The dataset includes 132 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047935-241126133413365/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.28090928
title: SI files for "Addressing Hemolysis-Induced Loss of Sensitivity in Lateral Flow Assays of Blood Samples with Platinum-Coated Gold Nanoparticles and Machine Learning"

description: 1) Model_training_and_validation.ipynb: Jupyter Notebook containing Python code for training, tuning, and validating the machine learning model, including hyperparameter optimization and performance evaluation.2) Model_testing.ipynb: Jupyter Notebook containing Python code for generate predictions for the 112 test strips3) Best_model.keras: The final optimized machine learning model saved in Keras format.4) Training_dataset.zip: Dataset used for model training, containing images of positive and negative antigen test strips.5) Human_perception_study.docx: Complete report summarizing the human visual detection experiment, including study design, data analysis, and results.
DOI: 10.6084/m9.figshare.28090928.v1
title: SI files for "Addressing Hemolysis-Induced Loss of Sensitivity in Lateral Flow Assays of Blood Samples with Platinum-Coated Gold Nanoparticles and Machine Learning"

description: 1) Model_training_and_validation.ipynb: Jupyter Notebook containing Python code for training, tuning, and validating the machine learning model, including hyperparameter optimization and performance evaluation.2) Model_testing.ipynb: Jupyter Notebook containing Python code for generate predictions for the 112 test strips3) Best_model.keras: The final optimized machine learning model saved in Keras format.4) Training_dataset.zip: Dataset used for model training, containing images of positive and negative antigen test strips.5) Human_perception_study.docx: Complete report summarizing the human visual detection experiment, including study design, data analysis, and results.
DOI: 10.21223/ov8fue/a914ga
title: 02_data_dictionary_morphologic.tab

description: :unav
DOI: 10.21223/ov8fue/j1kb7s
title: 01_data_morphologic.tab

description: :unav
DOI: 10.15468/dl.uga3n6
title: Occurrence Download

description: A dataset containing 223758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.42043 -52.14469,-72.31995 -52.22264,-72.1921 -50.41894,-74.21243 -50.34582,-74.42043 -52.14469))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 223758 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047933-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10290491
title: Forbes World's Billionaires List 2024
DOI: 10.15468/dl.vpammt
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aaptos aaptos (Schmidt, 1864), Aaptos bergmanni de Laubenfels, 1950, Aaptos duchassaingi (Topsent, 1889))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047936-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wan8a3
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aaptos aaptos (Schmidt, 1864), Aaptos bergmanni de Laubenfels, 1950, Aaptos duchassaingi (Topsent, 1889))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047937-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8guzv
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aaptos aaptos (Schmidt, 1864), Aaptos bergmanni de Laubenfels, 1950, Aaptos duchassaingi (Topsent, 1889))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047938-241126133413365/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.28547342
title: Earth system instability amplified biogeochemical oscillations following the end-Permian mass extinction

description: The data included in the Figure 1
DOI: 10.6084/m9.figshare.28547342.v1
title: Earth system instability amplified biogeochemical oscillations following the end-Permian mass extinction

description: The data included in the Figure 1
DOI: 10.15468/dl.7aq932
title: Occurrence Download

description: A dataset listing the 282 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "StateProvince is Alabama",
 "TaxonKey is one of (Halictidae, Apidae, Megachilidae, Colletidae, Melittidae, Andrenidae)"
 ]
}

 The dataset's 282 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005455-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xfaf5
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.71107 51.95404,6.1489 51.95404,6.1489 52.11414,5.71107 52.11414,5.71107 51.95404))",
 "HasGeospatialIssue is false",
 "TaxonKey is Capreolus capreolus (Linnaeus, 1758)",
 "Year 2025-2025"
 ]
}

 The dataset includes 228 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005469-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.513281b103bf405eb3b0543d414539b0
title: Grassland Dynamics - Randu meadows (Latvia) - 1997-2008

description: Vegetation Abundance data as used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).

This dataset has been derived from data provided here: https://doi.org/10.23728/b2share.7e7e553d85f44735b59b313a12745170
DOI: 10.15468/dl.jr5svc
title: Occurrence Download

description: A dataset containing 263883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriophorum vaginatum L."
 ]
}

 The dataset includes 263883 records from 718 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005451-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25446/oxford.28684538
title: Badikokaebo

description: Transcription, translation and analysis of Badikokaebo, in Helfrich (1916), `Nadere Bijdrage Tot De Kennis Van Het Engganeesche [Further Contribution To The Knowledge Of Engganese]`, Bijdragen tot de taal-, land- en volkenkunde / Journal of the Humanities and Social Sciences of Southeast Asia
DOI: 10.25446/oxford.28684538.v1
title: Badikokaebo

description: Transcription, translation and analysis of Badikokaebo, in Helfrich (1916), `Nadere Bijdrage Tot De Kennis Van Het Engganeesche [Further Contribution To The Knowledge Of Engganese]`, Bijdragen tot de taal-, land- en volkenkunde / Journal of the Humanities and Social Sciences of Southeast Asia
DOI: 10.23728/b2share.b7e75fb794c04bfd8adde970753af6dd
title: Grassland Dynamics - Rhine Main Observatory (Germany) - 2010-2020

description: Vegetation Abundance data as used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).

This dataset has been derived from data provided here:
https://doi.org/10.23728/b2share.0a9129711ab2447a8fc8e8ea18c89a98
DOI: 10.15468/dl.jyr6ts
title: Occurrence Download

description: A dataset containing 95820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Narthecium ossifragum (L.) Huds."
 ]
}

 The dataset includes 95820 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005457-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/955d7f5a-0e3f-4166-a411-f0dcc4557cb2.v1
title: Glacier surface elevation dataset accompanying the article "Monthly surface elevation data of arctic mountain glaciers"

description: Most glaciers currently decline because of the rapid climate change. This dataset aims to aid glacier research by providing glacier surface elevation estimates from radar altimetry. The dataset includes all glaciers in the Arctic that are index in the Randolph Glacier Inventory (RGI) version 7.0. The data are derived from the European Space Agency's (ESA) mission CryoSat-2, which is best suited for glaciers covering several square kilometers. Where no observations were available we interpolated using statistical methods. The present dataset allows insights into dynamics of single glaciers, as well as into regional or Arctic-wide trends.<br>The source data were provided by the European Space Agency (ESA).The dataset was produced with cryoswath equivalent to version 0.2.2.
DOI: 10.23728/b2share.c000143ba169462b80e919e030ea2759
title: Grassland Dynamics - Schrankogel (Austria) - 1994, 2004, 2014

description: species cover according to the GLORIA Field Manual: https://gloria.ac.at/downloads/Manual_5thEd_ENG.pdf (p 38);%;1x1m plots arranged in transects at southern slopes of Mt. Schrankogel: https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.15290;visual estimate

used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).
description: https://doi.org/10.2777/867331
DOI: 10.15468/dl.6e57et
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.10074 -36.42835,-74.05926 -36.45615,-73.99014 -37.52356,-72.18139 -37.50528,-72.10074 -36.42835))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Macrocystis pyrifera (L.) C.Agardh, Lessonia spicata (Suhr) Santelices, 2012, Lessonia trabeculata Villouta & Santelices, 1986, Durvillaea antarctica (Cham.) Har., Mazzaella laminarioides (Bory) Fredericq, 1993)"
 ]
}

 The dataset includes 471 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005471-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5f354
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-72.7362 -36.62897,-73.49413 -36.2187,-74.05224 -36.83329,-72.74998 -37.16346,-72.7362 -36.62897))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lontra Gray, 1843, Pyura chilensis Molina, 1782, Stichaster Müller & Troschel, 1840, Chrysobothris ballae Whalley & Jarzembowski, 1985, Otaria byronia (de Blainville, 1820))"
 ]
}

 The dataset includes 341 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005472-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.79109692ff564912a175dc6e68b8432a
title: Grassland Dynamics - Stubai (Austria) - 1998-2023

description: Vegetation Abundance data as used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).
DOI: 10.15468/dl.n2nkx5
title: Occurrence Download

description: A dataset containing 3842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ischnocnema Reinhardt & Lütken, 1862"
 ]
}

 The dataset includes 3842 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005473-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/a7f2059b-f48c-472d-acba-3bf0be4e27af
title: Data underlying publication: Salinity and Volatile Organic Compounds in Engine Room air of a Sea-Going Vessel

description: Data files underlying publication soon to be published in the Journal of Maritime Technology (JMET). The research objective of this study was to analyze the salt content (Na+, Cl- and K+ ions) as well as the VOC content (52 types including naphthalene, toluene and benzene) of engine room air of a sea-going vessel. Air was sampled both on the ship deck and inside the engine room of a vessel from Van Dam shipping. Samples were taken in different weather conditions (varying precipitation, wind speed) and analyzed with help of TNO.<br>Data types include:(i) raw data of the air salt filters and VOC air samples (by TNO);(ii) logging data of the ship position, date, time, fuel oil consumption and wind speed (by Van Dam Shipping and Marin);(iii) notes taken by the shipper during sampling (by Van Dam shipper);(iv) Excel files combining relevant data of shipper notes and raw TNO data (to feed Matlab analysis);(v) Matlab code to analyze the data;<br>For a more elaborate description of the files and content, check the README file.
DOI: 10.4121/a7f2059b-f48c-472d-acba-3bf0be4e27af.v1
title: Data underlying publication: Salinity and Volatile Organic Compounds in Engine Room air of a Sea-Going Vessel

description: Data files underlying publication soon to be published in the Journal of Maritime Technology (JMET). The research objective of this study was to analyze the salt content (Na+, Cl- and K+ ions) as well as the VOC content (52 types including naphthalene, toluene and benzene) of engine room air of a sea-going vessel. Air was sampled both on the ship deck and inside the engine room of a vessel from Van Dam shipping. Samples were taken in different weather conditions (varying precipitation, wind speed) and analyzed with help of TNO.<br>Data types include:(i) raw data of the air salt filters and VOC air samples (by TNO);(ii) logging data of the ship position, date, time, fuel oil consumption and wind speed (by Van Dam Shipping and Marin);(iii) notes taken by the shipper during sampling (by Van Dam shipper);(iv) Excel files combining relevant data of shipper notes and raw TNO data (to feed Matlab analysis);(v) Matlab code to analyze the data;<br>For a more elaborate description of the files and content, check the README file.
DOI: 10.23728/b2share.0f1652179dde410f940f38cfdc7649f4
title: Grassland Dynamics - Torgnon grassland Tellinod (IT19 Aosta Valley) (Italy) - 2009, 2015

description: Vegetation Abundance data as used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).