cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mzrvrd
title: Occurrence Download

description: A dataset containing 1260459 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 2025-07-16",
 "EventDate is less than or equal to 2025-08-15",
 {
 "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 1260459 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050736-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyuwdu
title: Occurrence Download

description: A dataset containing 4739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.0652 20.98819,-97.52374 20.98819,-97.52374 21.37705,-98.0652 21.37705,-98.0652 20.98819))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 4739 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050764-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsznjb
title: Occurrence Download

description: A dataset containing 11413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((37.87549 37.86416,38.83527 37.86416,38.83527 38.45288,38.25547 38.506,37.87549 38.45288,37.87549 37.86416))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11413 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050759-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwm2n6
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Ronnbergia veitchii"
 ]
}

 The dataset includes 457 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050766-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b8svg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilea microphylla",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050768-250827131500795/datasets/export for details.
DOI: 10.15468/dl.4urykd
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera filicifolia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 155 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050770-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr7bz6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilea microphylla",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050769-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8hyry
title: Occurrence Download

description: A dataset containing 30327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus pardalis"
 ]
}

 The dataset includes 30327 records from 362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050765-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25ymet
title: Occurrence Download

description: A dataset containing 2562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Morphnus guianensis"
 ]
}

 The dataset includes 2562 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050771-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15631731
title: Plotting script and simulation data of hydrogen contrail-cirrus study

description: This repository contains the EULAG-LCM simulation results and the plotting script for reproducing the figures of the publication Lottermoser & Unterstrasser, JGR, 2025.

## Contents- PlottingScript.py: The script to generate plots- SimulationData/: Data used by the script- requirements.txt: List of required Python packages

The 'SimulationData' folder is structured as follows. Each simulation is characterized by a set of parameters: aircraft type, initial ambient temperature at cruise altitude, initial relative humidity with respect to ice, initial water vapor emission, updraught speed and vertical wind shear, N00 scaling simulation, initial position of the contrail in the simulation domain. We give explanations of these parameters:-aircraft type: A320/B737 ("A320") or A350/B777-like aircraft ("A350")-temperature: 217K ("217"), 225K ("225"), 230K ("230"), 233K ("233"), and 235K ("235")-ice relative humidity: 110% ("110") and 120% ("120")-water vapor emission: typical of kerosene ("I0Kero") and typical of hydrogen ("I0H2")-updraught speed and vertical wind shear: 1cm/s and vertical wind shear 0.002/s ("w01_s2"), 2cm/s and 0.002/s ("w02_s2"), 5cm/s and 0.002/s ("w05_s2"), and 1cm/s and 0.006/s ("w01_s6")-N00 scaling simulation: N00~10^(12) / m ("EIref"), N00~10^(10) / m ("EIlow100"), N00~10^(11) / m ("EIlow10"), N00~10^(13) / m ("EIhigh10"), N00~10^(14) / m ("EIhigh100")-positions: four different realizations of the same simulation; pos1, pos3, pos5, and pos7

The folders pos1-pos7 contain the files- "moist01.dat": temporal evolutions of total ice crystal number in 1/m and total ice mass in kg/m- "extinktion.da": temporal evolution of the three-dimensional extinction coefficient

The 'SimulationData' folder also includes the folders 'contrail_props' and 'extinction_values'. 'contrail_props' contains the maximum values of contrail height and width encountered during the simulation.The subscript _xh refers to the considered time limit, i.e. 'contrail_heights_1h' contains the maximum contrail heights up to 1h evolution.'extinction_values' contains the spatially integrated values of the extinction coefficient, i.e. temporal evolutions of total extinction and optical thickness.

## How to runPlease follow the steps to reproduce the figures:

- Download and unzip the reproduce_figures file.- Navigate to the destination folder and create a virtual environment by typing (e.g., in a Miniforge prompt)

python -m venv venv

- On Windows, then executevenv\Scripts\activate

- On Linux or macOS, execute insteadvenv/bin/activate

- Install the required packages by typing

pip install -r requirements.txt

- Run the plotting script to reproduce the figures by typing

python PlottingScript.py

The figures are saved in the (created) subdirectory './Plots'.
DOI: 10.5281/zenodo.17094249
title: Plotting script and simulation data of hydrogen contrail-cirrus study

description: This repository contains the EULAG-LCM simulation results and the plotting script for reproducing the figures of the publication Lottermoser & Unterstrasser, JGR, 2025.

## Contents- PlottingScript.py: The script to generate plots- SimulationData/: Data used by the script- requirements.txt: List of required Python packages

The 'SimulationData' folder is structured as follows. Each simulation is characterized by a set of parameters: aircraft type, initial ambient temperature at cruise altitude, initial relative humidity with respect to ice, initial water vapor emission, updraught speed and vertical wind shear, N00 scaling simulation, initial position of the contrail in the simulation domain. We give explanations of these parameters:-aircraft type: A320/B737 ("A320") or A350/B777-like aircraft ("A350")-temperature: 217K ("217"), 225K ("225"), 230K ("230"), 233K ("233"), and 235K ("235")-ice relative humidity: 110% ("110") and 120% ("120")-water vapor emission: typical of kerosene ("I0Kero") and typical of hydrogen ("I0H2")-updraught speed and vertical wind shear: 1cm/s and vertical wind shear 0.002/s ("w01_s2"), 2cm/s and 0.002/s ("w02_s2"), 5cm/s and 0.002/s ("w05_s2"), and 1cm/s and 0.006/s ("w01_s6")-N00 scaling simulation: N00~10^(12) / m ("EIref"), N00~10^(10) / m ("EIlow100"), N00~10^(11) / m ("EIlow10"), N00~10^(13) / m ("EIhigh10"), N00~10^(14) / m ("EIhigh100")-positions: four different realizations of the same simulation; pos1, pos3, pos5, and pos7

The folders pos1-pos7 contain the files- "moist01.dat": temporal evolutions of total ice crystal number in 1/m and total ice mass in kg/m- "extinktion.da": temporal evolution of the three-dimensional extinction coefficient

The 'SimulationData' folder also includes the folders 'contrail_props' and 'extinction_values'. 'contrail_props' contains the maximum values of contrail height and width encountered during the simulation.The subscript _xh refers to the considered time limit, i.e. 'contrail_heights_1h' contains the maximum contrail heights up to 1h evolution.'extinction_values' contains the spatially integrated values of the extinction coefficient, i.e. temporal evolutions of total extinction and optical thickness.

## How to runPlease follow the steps to reproduce the figures:

- Download and unzip the reproduce_figures file.- Navigate to the destination folder and create a virtual environment by typing (e.g., in a Miniforge prompt)

python -m venv venv

- On Windows, then executevenv\Scripts\activate

- On Linux or macOS, execute insteadvenv/bin/activate

- Install the required packages by typing

pip install -r requirements.txt

- Run the plotting script to reproduce the figures by typing

python PlottingScript.py

The figures are saved in the (created) subdirectory './Plots'.
DOI: 10.15468/dl.7ass2p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilea microphylla",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050773-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5dxg4
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "OccurrenceStatus is Present",
 "TaxonKey is Gallinago media"
 ]
}

 The dataset includes 341 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050778-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apqtwb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gymnotus bahianus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050775-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xm43d
title: Occurrence Download

description: A dataset listing the 299289 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil"
 ]
}

 The dataset's 299289 records were derived from 4698 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050752-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-112758
title: Beach pictures, 1952

description: 4 images. Beach pictures, 31 August 1952. Playground at Santa Monica; General views of crowd.
DOI: 10.15468/dl.ees5ui
title: Occurrence Download

description: A dataset containing 923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Witheringia Miers, 1849",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 923 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044834-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyjxu5
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemiboea subacaulis Hand.-Mazz."
 ]
}

 The dataset includes 47 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021158-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ban2e2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barleria integrisepala H.P.Tsui"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061747-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n46vh
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pristimantis onorei Rödder & Schmitz, 2009"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026373-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cnhgg
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aureliana",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 498 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044835-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-6008
title: Child stealing, 1951

description: 2 images. Child stealing, May 20, 1951. Delbert W. Tedrick -- 19 years (suspect).; More descriptive information with originals.
DOI: 10.15468/dl.yprcm8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allobates ranoides (Boulenger, 1918)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008349-231120084113126/datasets/export for details.
DOI: 10.15468/dl.2em4zj
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ischnocnema oea (Heyer, 1984)"
 ]
}

 The dataset includes 79 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026379-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-111546
title: Fairs: San Bernardino County, 1954

description: 19 images. Fairs: San Bernardino County, 25 August 1954. Eleanor King, 16, Oro Grande; Princess Doris Robertson; Prince Harry Russell; Diane Carrington; Rose Ann Zanetti; Linda Carrington; Nancy Love; Lorna Pettis; Nubbie Hinds; Frank Quirin. ; Caption slip reads: "Photographer: Rustan. Date: 1954-08-25. Assignment: San Bernardino County Fair. 82: Eleanor King, 16, Oro Grande, holding specimen of gold and copper ore. Every known minerals and ores have been found in this county (San Bernardino). 15-16: Princess Doris Robertson, 18, & Prince Harry Russell, holding Shropshire lamb. 11-12: Grand Champion Statesman, Ayrshire cattle from L.A. Johnson of Mesa, Ariz. L to R: Harry Russell, 18, Grand Terrace 4H, Prince & Doris Robertson, 18, Princess, of Victorville. 19-20: Diane Carrington, 19, Oro Grande, holding peanut plant (unusual in Mojave Valley) in Pomona Grange No. 33, exhibit, displaying all the products of the valley. 77-78: Rose Ann Zanetti, 17, Victorville; Linda Carrington, 16, Oro Grande; Nancy Love, 17, Arcadia; on the Oro Grande Grange exhibit. 55-56-81: Nancy Love, 17, Arcadia, desert tree stumps found in natural form -- Yucca & Joshua roots. 25-26: Frank Quirin, 10, Apple Valley, looking at rainbow trout in Apple Valley display."
DOI: 10.15468/dl.ix2znz
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Athenaea Sendtn.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 128 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044836-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2bav2
title: Occurrence Download

description: A dataset containing 200266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.93148 53.2331,-9.06325 53.25464,-10.23752 52.98828,-11.10096 52.17215,-10.56949 51.4895,-9.70825 50.99039,-6.78213 51.59035,-5.63087 52.29999,-5.93148 53.2331))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 200266 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061741-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-ouc11691012
title: Blind children, 1953

description: 20 images. Blind children, 13 February 1953. Douglas Mandell -- 3 1/2 years (blind); Terry Erell -- 4 years; Donna Sandler -- 4 years; Mrs. Gail Sullivan; Inez Sullivan -- 3 years (blind); Nona Marie Burris -- 5 1/2 years; Tillie Mandell; Marcus Mandell; Nancy Mandell. ; Caption slip reads: "(Hold for Ray Parker). Photographer: Miller. Date: 02-13. Reporter: Parker. Assignment: Blind children. 7: Douglas 'Sparky' Mandell, 3 1/2, laughs and says 'watch me go high' as he enjoys swing at nursery school. Looking on (on teeter-totter) are hism friends, Terry Krell, 4, foreground, and Sparky's special girl friend, Donna Sandler, 4; unknown girl on swing at left. 44: Sparky and group of nursery school buddies doing fingerpainting. 43: Sparky playing with wooden steamboat peg toy. 26: Sparky Mandell, 3 1/2, romps with his dog, Whitey. 33-34: Sparky and mother, Tillie, enjoy slide in backyard. 29-30: Sparky on skates with his dad, Marcus Mandell. 8: Sparky and sister Nancy, 10 1/2, going off to nursery school. 41: Nancy playing her violin for Sparky, at left. 25: Sparky, right, with mother Tillie and dog Whitey. 42: Sparky, foreground, tries playing piano while sister Nancy, 10 1/2 plays violin. 27: Mrs. Gail Sullivan is helped by blind daughter Inez, 3, in making frosting for cupcakes. 28: Same as above with neighbor girl, Nona Marie Burris, 5 1/2, looking on, at right. 21-9: Inez plays phonograph with girl friend Nona Marie Burris (at right). 10-31-32: Mrs. Gail Sullivan and daughter Inez, 3, have tea together. 'Tea party'. 22: Inez, left, and Nona Marie Burris, 5 1/2, neighbor, inspect new batch of cupcakes that Inez helped make."
DOI: 10.15468/dl.x37ajj
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Neobatrachus kunapalari Mahony & Roberts, 1986"
 ]
}

 The dataset includes 743 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026386-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxkpgw
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea martinezii T.F.Patt."
 ]
}

 The dataset includes 39 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044845-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.