cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dxvzn8
title: Occurrence Download

description: A dataset containing 11737 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Eubalaena australis (Desmoulins, 1822)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11737 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024449-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzxpug
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Arctocephalus tropicalis (J.E.Gray, 1872)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 263 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024410-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2r6nb
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lagenorhynchus obscurus (Gray, 1828)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 395 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024483-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2sat4
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lissodelphis borealis (Peale, 1848)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 277 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024486-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3afcs
title: Occurrence Download

description: A dataset containing 406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neophoca cinerea (Péron, 1816)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 406 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003095-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3drlq
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagenorhynchus obscurus (Gray, 1828)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 235 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003070-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebrntf
title: Occurrence Download

description: A dataset containing 1443 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Eschrichtius robustus (Lilljeborg, 1861)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1443 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024448-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95qkmr
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agkistrodon bilineatus Günther, 1863"
 ]
}

 The dataset includes 570 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053583-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejfdkr
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichechus manatus Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 411 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003132-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emyk6n
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Arctocephalus australis (Zimmermann, 1783)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 250 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024399-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enoa5h
title: Occurrence Download

description: A dataset containing 10966 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Arctocephalus forsteri (Lesson, 1828)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10966 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024400-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erhmkz
title: Occurrence Download

description: A dataset containing 1096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ommatophoca rossii Gray, 1844",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 1096 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003098-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew3k8w
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Mesoplodon bowdoini Andrews, 1908",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024491-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f0eaqo
title: Occurrence Download

description: A dataset containing 979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tursiops aduncus (Ehrenberg, 1833)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 979 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003134-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5yrah
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delphinus capensis Gray, 1828",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 702 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003042-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc003g
title: Occurrence Download

description: A dataset containing 3175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erignathus barbatus (Erxleben, 1777)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 3175 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003045-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcmqob
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaenoptera omurai Wada, Oishi & Yamada, 2003",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003030-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnzkrc
title: Occurrence Download

description: A dataset containing 29841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tursiops truncatus (Montagu, 1821)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 29841 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003135-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv0csz
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Globicephala macrorhynchus Gray, 1846",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 827 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003052-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwfkbs
title: Occurrence Download

description: A dataset containing 1172 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Pseudorca crassidens (Owen, 1846)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1172 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024555-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuqtwn
title: Occurrence Download

description: A dataset listing the 1510 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-0.50698 48.29449,-0.50699 48.29666,-0.51588 48.29891,-0.51787 48.30089,-0.51691 48.30304,-0.51912 48.30396,-0.5185 48.30816,-0.52143 48.31463,-0.51847 48.32106,-0.51474 48.32292,-0.52175 48.33213,-0.52107 48.33399,-0.51347 48.33487,-0.50889 48.3332,-0.50411 48.33277,-0.50499 48.33405,-0.50203 48.33441,-0.49987 48.33284,-0.49592 48.33289,-0.49164 48.33518,-0.48645 48.34103,-0.48189 48.34909,-0.48332 48.35627,-0.48799 48.36289,-0.48137 48.36539,-0.48368 48.36801,-0.48032 48.3744,-0.48353 48.37706,-0.48093 48.37952,-0.4832 48.38218,-0.49449 48.38482,-0.49766 48.38148,-0.50571 48.37981,-0.51846 48.37084,-0.52792 48.36929,-0.53569 48.37024,-0.53668 48.36873,-0.53932 48.37014,-0.55112 48.35913,-0.55105 48.36953,-0.55274 48.3727,-0.56619 48.36855,-0.5724 48.37049,-0.58024 48.3697,-0.58472 48.36733,-0.59152 48.36898,-0.5963 48.36668,-0.59892 48.36868,-0.60256 48.36222,-0.61272 48.35541,-0.60017 48.35304,-0.59983 48.34855,-0.59418 48.34498,-0.59868 48.34123,-0.60172 48.33541,-0.59743 48.33346,-0.59417 48.33445,-0.59026 48.33134,-0.57773 48.32754,-0.58337 48.3232,-0.58474 48.31776,-0.58891 48.31124,-0.59679 48.30819,-0.59587 48.30402,-0.59127 48.3019,-0.59253 48.29931,-0.58846 48.29814,-0.59411 48.29836,-0.59709 48.29441,-0.6013 48.29501,-0.5985 48.29377,-0.60067 48.29178,-0.59524 48.2888,-0.59557 48.28579,-0.58384 48.28881,-0.57689 48.28389,-0.57517 48.28546,-0.55614 48.2757,-0.54025 48.27054,-0.53948 48.27357,-0.53569 48.27386,-0.53387 48.27629,-0.52872 48.27708,-0.52768 48.27856,-0.51798 48.27195,-0.51573 48.27307,-0.51644 48.27555,-0.51178 48.28167,-0.51251 48.28581,-0.51103 48.28716,-0.51366 48.28894,-0.5085 48.29119,-0.50698 48.29449)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1510 records were derived from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000202-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b84nz
title: Occurrence Download

description: A dataset containing 266586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Charadrius melodus",
 "Year 2000-2026"
 ]
}

 The dataset includes 266586 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000169-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17447936
title: Greater future range expansions in alien than native ant species
DOI: 10.5281/zenodo.18317452
title: Dataset for: Nanosecond-scale discrete wavelength switching in feedback-controlled single-gain-section multi-wavelength lasers

description: This dataset contains the raw and processed data supporting the results presented in the article "Nanosecond-scale discrete wavelength switching in feedback-controlled single-gain-section multi-wavelength lasers".

The data are provided as MATLAB .mat files. Each file corresponds to a figure (or a figure panel) in the manuscript.

Each .mat file contains a table with the following structure:





The first columns store the independent variables, such that each row corresponds to a specific combination of parameters.




The subsequent columns store the raw simulation results and the processed data used to generate the corresponding figure.




Each column has a header specifying the name of the corresponding variable or result.



The .mat files can be opened with MATLAB (any recent version) or compatible software such as GNU Octave.

These data are made openly available to enable verification of the results, reproduction of the figures, and reuse in related theoretical and numerical studies.
DOI: 10.5281/zenodo.18317451
title: Dataset for: Nanosecond-scale discrete wavelength switching in feedback-controlled single-gain-section multi-wavelength lasers

description: This dataset contains the raw and processed data supporting the results presented in the article "Nanosecond-scale discrete wavelength switching in feedback-controlled single-gain-section multi-wavelength lasers".

The data are provided as MATLAB .mat files. Each file corresponds to a figure (or a figure panel) in the manuscript.

Each .mat file contains a table with the following structure:





The first columns store the independent variables, such that each row corresponds to a specific combination of parameters.




The subsequent columns store the raw simulation results and the processed data used to generate the corresponding figure.




Each column has a header specifying the name of the corresponding variable or result.



The .mat files can be opened with MATLAB (any recent version) or compatible software such as GNU Octave.

These data are made openly available to enable verification of the results, reproduction of the figures, and reuse in related theoretical and numerical studies.
DOI: 10.5281/zenodo.17447937
title: Greater future range expansions in alien than native ant species
DOI: 10.5281/zenodo.18773592
title: Vet decision making survey
DOI: 10.5281/zenodo.18773591
title: Vet decision making survey
DOI: 10.13012/b2idb-3873912_v1
title: Triad kinetics

description: This dataset contains the jupyter notebook and microsoft excel data used to reproduce the results from the eponymous paper.

1. "pourahmady data.xlsx" contains NMR data for triad and dyad sequences in a PVC/Polyethylene copolymer.
V is a vinyl chloride segment (-CH2CHCl-) and E is an ethylene segment (-CH2CH2-)
VE is the dyad -CH2CHCl-CH2CH2-

VC_frac_1 = fraction of vinyl chloride segments obtained from 13C-NMR
VC_frac_2 = fraction of vinyl chloride segments obtained from elemental analysis

2. "Triad_Kinetics.ipynb" contains code that fit data from "pourahmady data.xlsx"