cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14046117
title: Code and input data related to "Integrated decarbonization of hard-to-abate industry utilizing biomass reliefs burden on power sector"

description: Input data and code for the submitted article: "Integrated decarbonization of hard-to-abate industry utilizing biomass reliefs burden on power sector" by Alissa Ganter 1,†, Paula Baumann 1,2,†, Veis Karbassi 2, Giovanni Sansavini 1,*

1 Reliability and Risk Engineering, Institute of Process and Energy Engineering, ETH Zurich, Leonhardstrasse 21, 8092 Zurich, Switzerland

2 School of Business and Economics, RWTH Aachen University, Kackertstraße 7, 52072 Aachen, Germany

† These authors contributed equally

*Corresponding author: sansavig@ethz.ch
DOI: 10.5281/zenodo.14046118
title: Code and input data related to "Integrated decarbonization of hard-to-abate industry utilizing biomass reliefs burden on power sector"

description: Input data and code for the submitted article: "Integrated decarbonization of hard-to-abate industry utilizing biomass reliefs burden on power sector" by Alissa Ganter 1,†, Paula Baumann 1,2,†, Veis Karbassi 2, Giovanni Sansavini 1,*

1 Reliability and Risk Engineering, Institute of Process and Energy Engineering, ETH Zurich, Leonhardstrasse 21, 8092 Zurich, Switzerland

2 School of Business and Economics, RWTH Aachen University, Kackertstraße 7, 52072 Aachen, Germany

† These authors contributed equally

*Corresponding author: sansavig@ethz.ch
DOI: 10.5281/zenodo.14160192
title: PERFORMANCE OF MACHINE LEARNING ALGORITHMS FOR LUNG CANCER PREDICTION: A COMPARATIVE STUDY

description: This study compares the performance of five machine learning algorithms—logistic regression, support vector machines, random forests, gradient boosting, and neural networks—for lung cancer prediction using demographic, lifestyle, and medical data from the UCI Machine Learning Repository. Gradient boosting and random forests achieved the highest accuracy (89% and 87%, respectively) and AUC-ROC scores (0.93 and 0.92), while neural networks reached 90% accuracy but presented interpretability limitations. Key predictors included smoking history, chronic disease, and respiratory symptoms, aligning with established risk factors. Ensemble methods, particularly gradient boosting and random forests, provided an optimal balance of accuracy and interpretability, highlighting their potential for clinical applications in early lung cancer detection.
DOI: 10.5281/zenodo.14160193
title: PERFORMANCE OF MACHINE LEARNING ALGORITHMS FOR LUNG CANCER PREDICTION: A COMPARATIVE STUDY

description: This study compares the performance of five machine learning algorithms—logistic regression, support vector machines, random forests, gradient boosting, and neural networks—for lung cancer prediction using demographic, lifestyle, and medical data from the UCI Machine Learning Repository. Gradient boosting and random forests achieved the highest accuracy (89% and 87%, respectively) and AUC-ROC scores (0.93 and 0.92), while neural networks reached 90% accuracy but presented interpretability limitations. Key predictors included smoking history, chronic disease, and respiratory symptoms, aligning with established risk factors. Ensemble methods, particularly gradient boosting and random forests, provided an optimal balance of accuracy and interpretability, highlighting their potential for clinical applications in early lung cancer detection.
DOI: 10.5281/zenodo.14163927
title: PERFORMANCE OF MACHINE LEARNING ALGORITHMS FOR LUNG CANCER PREDICTION: A COMPARATIVE STUDY

description: This study compares the performance of five machine learning algorithms—logistic regression, support vector machines, random forests, gradient boosting, and neural networks—for lung cancer prediction using demographic, lifestyle, and medical data from the UCI Machine Learning Repository. Gradient boosting and random forests achieved the highest accuracy (89% and 87%, respectively) and AUC-ROC scores (0.93 and 0.92), while neural networks reached 90% accuracy but presented interpretability limitations. Key predictors included smoking history, chronic disease, and respiratory symptoms, aligning with established risk factors. Ensemble methods, particularly gradient boosting and random forests, provided an optimal balance of accuracy and interpretability, highlighting their potential for clinical applications in early lung cancer detection.
DOI: 10.18434/mds2-3055
title: UV-visible absorbance spectra of purified and unpurified m-cresol purple samples in sodium hydroxide and sodium chloride solutions at pH 12
DOI: 10.15468/dl.j9vbcj
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Peces asociados a sistemas acuáticos del río Yarí, Amazonía Colombiana"
 ]
}

 The dataset includes 77 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014860-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpb6dd
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Rhizophora mangle L."
 ]
}

 The dataset includes 180 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014861-241107131044228/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.27731067
title: Grazing in tropical coastal forests

description: The work assessed the long-term effects of livestock grazing in tropical coastal forests. Overall, the dataset offers insight into the ongoing debate regarding livestock grazing and its relevance in the coastal forests of Eastern Africa.
DOI: 10.6084/m9.figshare.27731067.v1
title: Grazing in tropical coastal forests

description: The work assessed the long-term effects of livestock grazing in tropical coastal forests. Overall, the dataset offers insight into the ongoing debate regarding livestock grazing and its relevance in the coastal forests of Eastern Africa.
DOI: 10.23637/uha4gxpc
title: Effect of pasture composition in cattle grazed systems on soil properties and nutrient cycling: impact on herbage, soil and cattle excreta
DOI: 10.15468/dl.xaha2h
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herminium monorchis (L.) R.Br.",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 682 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014862-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb8rsz
title: Occurrence Download

description: A dataset containing 74166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 "GadmGid is one of (CHE.26.7.11_1, CHE.26.7_1)",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 74166 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014859-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.retv88
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus axillaris (Sw.) Müll.Arg."
 ]
}

 The dataset includes 29 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014864-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/5nh3-4380
title: FIRED Nepal Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for NEPAL from November 2000 to July 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/dl.789663
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Bromelia L."
 ]
}

 The dataset includes 71 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014865-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1qcjvg
title: CCDC 1590016: Experimental Crystal Structure Determination

description: Related Article: Piotr W. Zabierowski, Lukáš Děkanovský, Vlastimil Mazánek, Maciej Hodorowicz, Zdeněk Sofer|2024|Nanoscale|16|18805|doi:10.1039/D4NR03456B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25810/gwrn-aw32
title: FIRED Netherlands Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for NETHERLANDS from November 2000  to August 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/dl.ccsvka
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena rostriformis (Deshayes, 1838)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014867-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5d3f9
title: Occurrence Download

description: A dataset containing 9276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Thalassarche melanophris (Temminck, 1828)",
 "Year 2020-2021"
 ]
}

 The dataset includes 9276 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014868-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsgzfv
title: Occurrence Download

description: A dataset containing 9134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-108.502 20.282,-99.43 20.282,-99.43 34.179,-108.502 34.179,-108.502 20.282))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 9134 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014870-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbzwa8
title: Occurrence Download

description: A dataset containing 66702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 66702 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014869-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je5hth
title: Occurrence Download

description: A dataset containing 74166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 "GadmGid is one of (CHE.26.7.11_1, CHE.26.7_1)",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 74166 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014871-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edm6pa
title: Occurrence Download

description: A dataset containing 185576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.06349 43.73724,10.94796 43.73724,10.94796 44.21559,10.06349 44.21559,10.06349 43.73724))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 185576 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014834-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xu69hm
title: A caenogastropod in 3 D: microanatomy of the Munich endemic springsnail Sadleriana baoarica Boeters, 1989

description: This dataset contains the digitized treatments in Plazi based on the original journal article Koller, Katrin, Brenzinger, Bastian, Schrödl, Michael (2014): A caenogastropod in 3 D: microanatomy of the Munich endemic springsnail Sadleriana baoarica Boeters, 1989. Spixiana 37 (1): 1-19, DOI: 10.5281/zenodo.16851127
DOI: 10.15468/7dmnvv
title: Two new synonyms in the subfamily Theridiinae (Araneae, Theridiidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhong, Rui, Liu, Jie, Zhu, Yang (2022): Two new synonyms in the subfamily Theridiinae (Araneae, Theridiidae). ZooKeys 1120: 95-104, DOI: http://dx.doi.org/10.3897/zookeys.1120.90509, URL: http://dx.doi.org/10.3897/zookeys.1120.90509
DOI: 10.15468/dl.cws83e
title: Occurrence Download

description: A dataset containing 1107904 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Typhaceae)"
 ]
}

 The dataset includes 1107904 records from 3145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020762-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxys84
title: Occurrence Download

description: A dataset listing the 313 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "TaxonKey is Insecta",
 "Year 2000-2000"
 ]
}

 The dataset's 313 records were derived from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049141-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuzoo9
title: Occurrence Download

description: A dataset containing 1512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prenolepis imparis (Say, 1836)"
 ]
}

 The dataset includes 1512 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005040-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukamyv
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus weberbaueri Ulbr."
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005040-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95kdc3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cystostemon virescens A.G.Mill. & Riedl"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161515-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h10lzb
title: Occurrence Download

description: A dataset containing 6468 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea bulbifera L."
 ]
}

 The dataset includes 6468 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005047-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shty9r
title: Occurrence Download

description: A dataset containing 5233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "TaxonKey is Trimerotropis pallidipennis (Burmeister, 1838)"
 ]
}

 The dataset includes 5233 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028715-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yryr9e
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ECU",
 "OccurrenceStatus is Present",
 "TaxonKey is Mangifera indica L."
 ]
}

 The dataset includes 145 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055816-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbrgah
title: Occurrence Download

description: A dataset containing 322632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 32.097476, 2.479608666666667 49.184106666666665, -31.565747 49.184106666666665, -31.565747 32.097476, 2.479608666666667 32.097476))",
 "EventDate is 2017-03-01,2017-03-31"
 ]
}

 The dataset includes 322632 records from 632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048187-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwdkc6
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alopias superciliosus Lowe, 1841"
 ]
}

 The dataset includes 657 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005040-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4pnqq
title: Occurrence Download

description: A dataset containing 3883 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctostaphylos manzanita Parry"
 ]
}

 The dataset includes 3883 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055834-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a77j9n
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammillaria magnimamma Haw."
 ]
}

 The dataset includes 167 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005041-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wtj76
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cystostemon mwinilungensis E.S.Martins"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161510-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rlscaq
title: Occurrence Download

description: A dataset containing 49030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinamiformes",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49030 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005041-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jewg6
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Atractus obtusirostris Werner, 1916"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161530-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.