cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k4zq6w
title: Occurrence Download

description: A dataset containing 40883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachythecium tommasinii (Sendtn. ex Boulay) Ignatov & Huttunen, Bryum argenteum Hedw., Bryum caespiticium Hedw.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 40883 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154433-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14503187
title: MESA files, scripts, and data for: On Stellar Neutrino Emission From Neutral-Current De-Excitation Of Nuclei

description: MESA model files and plotting scripts for plots seen in 'On Stellar Neutrino Emission From Neutral-Current De-Excitation Of Nuclei'. Models were run using MESA version r24.08.1 and mesasdk-x86_64-linux-23.7.3,  sdk available at http://user.astro.wisc.edu/~townsend/resource/download/mesasdk

Profiles of the stellar models at CC (800km/s infall) are contained within this zenodo and were used to calculate the ram pressure condition for explodability. We include history and final profile files for all three networks (161, 206, 330) with and without ncd. See inside /fig_6_8.
DOI: 10.5281/zenodo.15658814
title: MESA files, scripts, and data for: On Stellar Neutrino Emission From Neutral-Current De-Excitation Of Nuclei

description: MESA model files and plotting scripts for plots seen in 'On Stellar Neutrino Emission From Neutral-Current De-Excitation Of Nuclei'. Models were run using MESA version r24.08.1 and mesasdk-x86_64-linux-23.7.3,  sdk available at http://user.astro.wisc.edu/~townsend/resource/download/mesasdk

Profiles of the stellar models at CC (800km/s infall) are contained within this zenodo and were used to calculate the ram pressure condition for explodability. We include history and final profile files for all three networks (161, 206, 330) with and without ncd. See inside /fig_6_8.
DOI: 10.15468/dl.xyznvv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus unioloides R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043761-250525065834625/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.29316074
title: Supplemental_file_6_Fibrosis.xlsx

description: Supplemental file 6 Fibrosis<br>
DOI: 10.6084/m9.figshare.29316074.v1
title: Supplemental_file_6_Fibrosis.xlsx

description: Supplemental file 6 Fibrosis<br>
DOI: 10.15468/dl.mdksmw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrocystis Meneghini ex De Bary, 1858",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043762-250525065834625/datasets/export for details.
DOI: 10.15468/dl.v72k6c
title: Occurrence Download

description: A dataset containing 204578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus bulbosus L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 204578 records from 763 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043749-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6vfqj
title: Occurrence Download

description: A dataset containing 77249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachypodium retusum (Pers.) P.Beauv.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 77249 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043752-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzpg2r
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus unioloides R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043763-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eua2gg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrocystis Meneghini ex De Bary, 1858",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043764-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4xrgsf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Abronia latifolia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043765-250525065834625/datasets/export for details.
DOI: 10.25549/usctheses-ouc11399kj5z
title: Constructing and Evaluating Domain-Specific Knowledge-Based Analytical Systems with a Natural Language Interface
DOI: 10.25549/usctheses-ouc11399kj5y
title: PARALLEL REALMS: THE PHOTOGRAPHIC LATEN IMAGE AND THEWORKING CLASS BUILT ENVIRONMENT
DOI: 10.15468/dl.8m2wyk
title: Occurrence Download

description: A dataset containing 1354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus illyricus L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 1354 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043766-250525065834625/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.29316080
title: Supplemental_file_7_Angiogenesis.xlsx

description: Supplemental file 7 - Angiogenesis<br>
DOI: 10.6084/m9.figshare.29316080.v1
title: Supplemental_file_7_Angiogenesis.xlsx

description: Supplemental file 7 - Angiogenesis<br>
DOI: 10.15468/dl.e8q33q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus unioloides R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043767-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9mbxh8
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Notropis chiliticus (Cope, 1870)"
 ]
}

 The dataset includes 1067 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043769-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as29f5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrospermum Kützing ex Bornet & Flahault, 1886",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043768-250525065834625/datasets/export for details.
DOI: 10.48597/uy2w-s8h3
title: Measurement of Nitrogen_dioxide at Beromünster

description: Measurement of Nitrogen_dioxide at Beromünster
DOI: 10.5281/zenodo.15658872
title: Localized Active Space State Interaction Singles

description: The input, output and checkpoint files for the data presented in "Localized active space state interactions singles" publication.
DOI: 10.15468/dl.b9w2ar
title: Occurrence Download

description: A dataset containing 44842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinanthus alectorolophus (Scop.) Pollich",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 44842 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043770-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwpddk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrospermum Kützing ex Bornet & Flahault, 1886",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043773-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g77ptm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus unioloides R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043772-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hbp5k4
title: Occurrence Download

description: A dataset containing 1509523 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Edinburgh (E) Herbarium Specimens"
 ]
}

 The dataset includes 1509523 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043751-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14962911
title: Localized Active Space State Interaction Singles

description: The input, output and checkpoint files for the data presented in "Localized active space state interactions singles" publication.
DOI: 10.5281/zenodo.15658876
title: Localized Active Space State Interaction Singles

description: The input, output and checkpoint files for the data presented in "Localized active space state interactions singles" publication.
DOI: 10.15468/dl.4xrxdx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus unioloides R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043774-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29316101
title: Supplemental_file_8_NFkB_related_genes.xlsx

description: Supplemental File 8 - NFkB<br>
DOI: 10.6084/m9.figshare.29316101.v1
title: Supplemental_file_8_NFkB_related_genes.xlsx

description: Supplemental File 8 - NFkB<br>
DOI: 10.15468/dl.g6mke5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrospermum Kützing ex Bornet & Flahault, 1886",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043775-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12157621
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.yf5aaz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus unioloides R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043777-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29316110
title: Supplemental_file_9_TGFB_related_genes.xlsx

description: Supplemental File 9 - TGF-beta<br>
DOI: 10.15468/dl.7d9kyc
title: Occurrence Download

description: A dataset containing 41585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus madritensis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41585 records from 644 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043771-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bdsxu
title: Occurrence Download

description: A dataset containing 22936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haematopus ater Vieillot, 1825)",
 "HasCoordinate is one of (true)"
 ]
}

 The dataset includes 22936 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295834-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5je36
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrangia poculata (Ellis & Solander, 1786)"
 ]
}

 The dataset includes 1116 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135202-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aujwca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypotaenidia insignis (P.L.Sclater, 1880))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295838-220831081235567/datasets/export for details.
DOI: 10.15468/dl.t8qgzw
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrangia rathbuni Vaughan, 1906"
 ]
}

 The dataset includes 66 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135204-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kgkrd
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acalypha pseudalopecuroides Pax & K.Hoffm."
 ]
}

 The dataset includes 221 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295836-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppgc2d
title: Occurrence Download

description: A dataset containing 1222051 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Melastomataceae)"
 ]
}

 The dataset includes 1222051 records from 1268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159284-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rag3ss
title: Occurrence Download

description: A dataset containing 484143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Melanthiaceae)"
 ]
}

 The dataset includes 484143 records from 1247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159282-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14679344
title: Two-dimensional characterization of gold nanorods by size exclusion chromatography

description: This is the raw data for the manuscript:

Two-dimensional characterization of gold nanorods by size exclusion chromatography

A readme file containing all descriptions can be found in the main folder.

Abstract:

Access to complex multidimensional property distributions of nanoparticle systems is indispensable for the understanding of their synthesis, processing and application in modern production technologies. Plasmonic gold nanorods are a system of particular interest due to their shape-dependent localized surface plasmon resonance. In this study, we show how the optical back coupling technique, previously developed for the analysis of sedimentation coefficient-resolved extinction spectra derived from analytical ultracentrifugation experiments, can be transferred to standard laboratory equipment, namely size exclusion chromatography. The optical back coupling method utilizes the unique spectral extinction of plasmonic nanoparticles such as gold nanorods and other geometries combined with their hydrodynamic properties to determine full size and shape distributions. Our technique opens up a simple and easy-to-use characterization platform that requires very little sample volume and provides multidimensional access to length, diameter, aspect ratio, volume and surface area distributions of plasmonic nanoparticles in one single experiment. We characterize a variety of gold nanorods of different aspect ratios and validate our results by complementary scanning transmission electron microscopy experiments. Finally, we provide an outlook on how this approach can be developed further.