cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ojqny3
title: A11_19103.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8d8aba4a-b1e0-4352-9807-c066b483346f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8d8aba4a-b1e0-4352-9807-c066b483346f
DOI: 10.5281/zenodo.13981552
title: A COMPREHENSIVE STUDY OF MACHINE LEARNING APPROACHES FOR CUSTOMER SENTIMENT ANALYSIS IN BANKING SECTOR

description: This study explores the application of sentiment analysis in the banking sector, focusing on customer feedback to enhance service quality and customer experiences. We collected a comprehensive dataset of approximately 100,000 entries from diverse sources, including customer satisfaction surveys, social media platforms, and direct feedback. A robust preprocessing pipeline was employed to address challenges associated with unstructured data, informal language, and mixed sentiments. We evaluated several machine learning and natural language processing models, including Logistic Regression, Naive Bayes, Support Vector Machine (SVM), Random Forest, Long Short-Term Memory (LSTM), and BERT (Bidirectional Encoder Representations from Transformers), using metrics such as accuracy, precision, recall, F1 score, AUC-ROC, and training time. The results revealed that advanced models, particularly BERT, achieved superior performance with an accuracy of 88% and an F1 score of 0.86, demonstrating an exceptional ability to capture nuanced sentiments. This study underscores the importance of employing sophisticated sentiment analysis techniques in banking to derive actionable insights from customer feedback. The findings suggest that leveraging advanced models can significantly improve service quality and customer satisfaction, while also presenting avenues for future research into real-time sentiment analysis and its integration with customer relationship management systems.
DOI: 10.5281/zenodo.13981553
title: A COMPREHENSIVE STUDY OF MACHINE LEARNING APPROACHES FOR CUSTOMER SENTIMENT ANALYSIS IN BANKING SECTOR

description: This study explores the application of sentiment analysis in the banking sector, focusing on customer feedback to enhance service quality and customer experiences. We collected a comprehensive dataset of approximately 100,000 entries from diverse sources, including customer satisfaction surveys, social media platforms, and direct feedback. A robust preprocessing pipeline was employed to address challenges associated with unstructured data, informal language, and mixed sentiments. We evaluated several machine learning and natural language processing models, including Logistic Regression, Naive Bayes, Support Vector Machine (SVM), Random Forest, Long Short-Term Memory (LSTM), and BERT (Bidirectional Encoder Representations from Transformers), using metrics such as accuracy, precision, recall, F1 score, AUC-ROC, and training time. The results revealed that advanced models, particularly BERT, achieved superior performance with an accuracy of 88% and an F1 score of 0.86, demonstrating an exceptional ability to capture nuanced sentiments. This study underscores the importance of employing sophisticated sentiment analysis techniques in banking to derive actionable insights from customer feedback. The findings suggest that leveraging advanced models can significantly improve service quality and customer satisfaction, while also presenting avenues for future research into real-time sentiment analysis and its integration with customer relationship management systems.
DOI: 10.7910/dvn/6ig3ai
title: A11_19105.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b06f1ff9-39b5-446c-93b4-4d783b147fec'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b06f1ff9-39b5-446c-93b4-4d783b147fec
DOI: 10.7910/dvn/vvfdls
title: A11_19106.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c437bac7-3e47-4b9c-84ef-200e5926bff7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c437bac7-3e47-4b9c-84ef-200e5926bff7
DOI: 10.7910/dvn/7bf9v1
title: A11_19107.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5b7caeee-734c-4560-a21b-dc6cff105867'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5b7caeee-734c-4560-a21b-dc6cff105867
DOI: 10.6084/m9.figshare.27283335
title: Recon_Antarctic_SAT_Code

description: This is the code used to reconstruct the surface air temperature in the Antarctic.
DOI: 10.6084/m9.figshare.27282591
title: <i>Salmo trutta</i> genome

description: Near telomere-to-telomere genome assembly of Yadong trout <i>Salmo trutta</i>
DOI: 10.6084/m9.figshare.27282591.v2
title: <i>Salmo trutta</i> genome

description: Near telomere-to-telomere genome assembly of Yadong trout <i>Salmo trutta</i>
DOI: 10.7910/dvn/a5ehr0
title: A11_19110.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/61c37b15-7ba9-4a75-8657-3af68eb44907'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/61c37b15-7ba9-4a75-8657-3af68eb44907
DOI: 10.7910/dvn/rdnfg8
title: A11_19112.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/594da5be-69c6-43b6-ae5c-0a21a5bca58e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/594da5be-69c6-43b6-ae5c-0a21a5bca58e
DOI: 10.15468/dl.8tzexx
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, Orobanche calendulae Pomel, 1874, Orobanche mauretanica Beck, Orobanche almeriensis A. Pujadas, Orobanche mauretanica Beck, Orobanche mauretanica Beck, Orobanche almeriensis A.Pujadas, Orobanche almeriensis A.Pujadas, Orobanche mauretanica Beck, Orobanche mauretanica Beck)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1342 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032025-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/petzkk
title: A11_19113.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f69708d9-f56d-4bec-abb4-222bcc5ecadc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f69708d9-f56d-4bec-abb4-222bcc5ecadc
DOI: 10.48324/dandi.001212/0.241023.0931
title: Individualized Target Selection of Closed-loop Electrical Stimulation for the Treatment of Spontaneous Temporal Lobe Epilepsy.

description: We provided a comprehensive dataset from a study involving 4-channel long-term brain electrophysiological recordings from 7 pilocarpine-treated rats, each subjected to 4 baseline and 4 stimulation groups. Each group was monitored over a period of 5 to 10 days, with a minimum of 6 spontaneous seizures recorded. The baseline groups captured spontaneous seizures without therapeutic stimulation, while the stimulation groups included spontaneous seizures with therapeutic intervention. Stimulation targets were randomly assigned and not repeated across groups, ensuring independent assessments of treatment effects. The LFP data were saved in MATLAB, adhering to the Neurodata Without Borders (NWB) standard, and are available on the DANDI Archive. This dataset facilitates the evaluation of brain network dynamics and the effects of different stimulation targets on individual responses throughout the study, highlighting the varying effects of stimulation across different individuals.
DOI: 10.7910/dvn/vhurs8
title: A11_19116.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b480adf7-0cc6-43c2-9311-0bc1090cf73a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b480adf7-0cc6-43c2-9311-0bc1090cf73a
DOI: 10.7910/dvn/zpxqhs
title: A11_19117.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f8bd6f25-8729-4e2e-9fa1-e29c9bd36c75'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f8bd6f25-8729-4e2e-9fa1-e29c9bd36c75
DOI: 10.7910/dvn/gskuy1
title: A11_19118.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f7975634-41fc-4fd1-a72c-77dba5bfb06f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f7975634-41fc-4fd1-a72c-77dba5bfb06f
DOI: 10.7910/dvn/vtdwki
title: A11_19120.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/da9fb9d4-1163-4344-bd73-4048568f8c43'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/da9fb9d4-1163-4344-bd73-4048568f8c43
DOI: 10.15468/dl.cz78u4
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodiola rosea L."
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032026-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mn1tio
title: A11_19123.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5610dbf2-7d54-4dff-87f0-06ffe71851fb'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5610dbf2-7d54-4dff-87f0-06ffe71851fb
DOI: 10.7910/dvn/xrmfkx
title: A11_19125.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f812d292-6a53-43dc-b04a-2a59a9872f52'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f812d292-6a53-43dc-b04a-2a59a9872f52
DOI: 10.7910/dvn/bvz6yi
title: A11_19127.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a49e39bd-e28f-46c1-a78c-78e6095693f8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a49e39bd-e28f-46c1-a78c-78e6095693f8
DOI: 10.7910/dvn/mabgmv
title: A11_19128.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/e3d88417-7a3c-44d0-a48c-273407f6ad1a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e3d88417-7a3c-44d0-a48c-273407f6ad1a
DOI: 10.7910/dvn/6v2u0t
title: A11_19129.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/12ad02a7-4c69-46f2-aeb2-36308a524a7a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/12ad02a7-4c69-46f2-aeb2-36308a524a7a
DOI: 10.7910/dvn/gcjwy4
title: A11_19130.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c741dad2-c5d9-476c-80ce-ee87fe3da37f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c741dad2-c5d9-476c-80ce-ee87fe3da37f
DOI: 10.34740/kaggle/dsv/9700537
title: World Weather Repository ( Daily Updating )
DOI: 10.7910/dvn/6l7105
title: A11_19132.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/6c57efea-c04e-4d84-bcab-3f4531a4a240'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/6c57efea-c04e-4d84-bcab-3f4531a4a240
DOI: 10.7910/dvn/qrnmji
title: A11_19133.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/e2046946-8ca6-41d6-aeb3-318838e1b244'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e2046946-8ca6-41d6-aeb3-318838e1b244
DOI: 10.15468/dl.c7zmqv
title: Occurrence Download

description: A dataset containing 821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.82571 36.74172,-5.76148 38.24248,-7.76453 38.28069,-7.78907 36.77792,-5.82571 36.74172))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zerynthia rumina (Linnaeus, 1758)"
 ]
}

 The dataset includes 821 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032027-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggfbhr
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago tuberculata Urb., Medicago tuberculata Willd., 1802, Medicago tuberculata (Retz.) Willd., Medicago tuberculata, Medicago tuberculata, Medicago tuberculata Urb., Medicago tuberculata Urb., Medicago tuberculata Urb., Medicago tuberculata Urb., Medicago tuberculata Urb., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata Urb., 1872, Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., Medicago tuberculata (Retz.) Willd., 1802, Medicago turbinata (L.) All.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 190 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032028-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/voqhiu
title: A11_19135.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7ea9d88b-2136-400b-9a75-c91b1924f803'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7ea9d88b-2136-400b-9a75-c91b1924f803
DOI: 10.7910/dvn/hp8ng8
title: A11_19136.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0ae005ac-e05b-4cce-9d95-16f45dfc8f51'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0ae005ac-e05b-4cce-9d95-16f45dfc8f51
DOI: 10.7910/dvn/aqtgbn
title: A11_19138.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/241d7755-fcb3-4711-a0d4-62222a5280e4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/241d7755-fcb3-4711-a0d4-62222a5280e4
DOI: 10.7910/dvn/lfxuxp
title: A11_19139.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/2f4d1c2f-6c74-47e7-af58-2c951ef43c86'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/2f4d1c2f-6c74-47e7-af58-2c951ef43c86
DOI: 10.7910/dvn/fylfap
title: A11_19140.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/14177c33-e924-4873-9a1a-860408a2cbb9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/14177c33-e924-4873-9a1a-860408a2cbb9
DOI: 10.7910/dvn/6yo6ti
title: A11_19141.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/770ead88-6805-47df-8efb-8695112c7f4e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/770ead88-6805-47df-8efb-8695112c7f4e
DOI: 10.7910/dvn/atleop
title: A11_19142.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d0453ea0-6f55-409e-83aa-c7a171be778f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d0453ea0-6f55-409e-83aa-c7a171be778f
DOI: 10.7910/dvn/vhvsqx
title: A11_19143.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7f30f2f7-03c0-48aa-9d7c-8085b144cedc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7f30f2f7-03c0-48aa-9d7c-8085b144cedc
DOI: 10.7910/dvn/hmwcmp
title: A11_19144.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/dc339c97-c3db-4409-b03c-7552fea9ed8e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dc339c97-c3db-4409-b03c-7552fea9ed8e
DOI: 10.7910/dvn/lk9ohs
title: A11_19146.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/edee2f5e-5a5c-4ff9-90a7-9083e40377ff'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/edee2f5e-5a5c-4ff9-90a7-9083e40377ff
DOI: 10.7910/dvn/o8fsth
title: A11_19148.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/78960e5b-19e5-45ce-b4bd-2719320b30dc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/78960e5b-19e5-45ce-b4bd-2719320b30dc
DOI: 10.7910/dvn/ghyg47
title: A11_19149.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/387678a9-c82d-414e-bb05-08a109f41cea'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/387678a9-c82d-414e-bb05-08a109f41cea
DOI: 10.15468/dl.jngepj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Halophila beccarii Asch.",
 "Year 2010-2020"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032030-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bhu995
title: A11_19151.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3232b819-a0d3-40a5-8004-70dd82f371d5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3232b819-a0d3-40a5-8004-70dd82f371d5
DOI: 10.7910/dvn/7qwix5
title: A11_19152.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5b78c467-e263-4344-8f30-956eb6c4cf8b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5b78c467-e263-4344-8f30-956eb6c4cf8b
DOI: 10.7910/dvn/eppfah
title: A11_19153.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/75d46eec-cfbe-471b-9701-f18992e11311'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/75d46eec-cfbe-471b-9701-f18992e11311
DOI: 10.7910/dvn/wenqtu
title: A11_19154.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/69653cbf-1d06-4e0c-b012-e42db1169e45'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/69653cbf-1d06-4e0c-b012-e42db1169e45
DOI: 10.7910/dvn/humhwd
title: A11_19156.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/2cd73082-f185-4c24-ab88-97c3ef61052f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/2cd73082-f185-4c24-ab88-97c3ef61052f
DOI: 10.7910/dvn/mxjiqi
title: A11_19157.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/dcd4c824-d7b3-4fb2-a989-7b35a6e5d1c8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dcd4c824-d7b3-4fb2-a989-7b35a6e5d1c8
DOI: 10.7910/dvn/3qoauo
title: A11_19158.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f02995a8-a303-4154-a609-32f02585109c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f02995a8-a303-4154-a609-32f02585109c
DOI: 10.7910/dvn/nzxqzk
title: A11_19159.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/4715c411-bbc3-41ec-95ad-9f1dd771ed8d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4715c411-bbc3-41ec-95ad-9f1dd771ed8d
DOI: 10.7910/dvn/o94roy
title: A11_19160.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/dd4e82a8-ba1c-4cb4-be52-4dd6f1db0798'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dd4e82a8-ba1c-4cb4-be52-4dd6f1db0798
DOI: 10.15468/dl.jkgtb4
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuscuta cephalanthi, Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelmann, Cuscuta cephalanthi Engelm., 1842, Cuscuta cephalanthi, Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelm., Cuscuta cephalanthi Engelmann, Cuscuta cephalanthi Engelm., Cuscuta tenuiflora Engelm., Grammica cephalanthi (Engelm.) Hadac & Chrtek, Epithymum cephalanthi (Engelm.) Nieuwl. & Lunell, Cuscuta tenuiflora Engelm., Grammica cephalanthi (Engelm.) Hadac & Chrtek, Cuscuta tenuiflora Engelm., Cuscuta tenuiflora Engelm., Grammica cephalanthi (Engelm.) Hadac & Chrtek, Epithymum cephalanthi (Engelm.) Nieuwl. & Lunell, Epithymum cephalanthi (Engelm.) Nieuwl. & Lunell, Grammica cephalanthi (Engelm.) W. A. Weber, Grammica cephalanthi (Engelm.) W.A.Weber, Grammica cephalanthi (Engelm.) W.A.Weber, Grammica cephalanthi (Engelm.) Hadac & Chrtek, Grammica cephalanthi (Engelmann) W.A. Weber, Epithymum cephalanthi (Engelmann) Nieuwland & Lunell, Epithymum cephalanthi (Engelm.) Nieuwl. & Lunell, Epithymum spec (Engelmann) Nieuwland & Lunell)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 262 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032031-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/v4hofd
title: A11_19162.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/13c01e61-e1e2-4704-8348-710491fb2811'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/13c01e61-e1e2-4704-8348-710491fb2811
DOI: 10.7910/dvn/meti45
title: A11_19163.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/bd54933d-8f95-452a-98a1-f34f03f730cc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/bd54933d-8f95-452a-98a1-f34f03f730cc
DOI: 10.7910/dvn/tczdvl
title: A11_19164.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/54425dc7-36d0-4326-a014-5977fd889aae'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/54425dc7-36d0-4326-a014-5977fd889aae
DOI: 10.7910/dvn/vgjngi
title: A11_19165.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8a948c55-33d0-4131-86fe-50c9d3e16b06'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8a948c55-33d0-4131-86fe-50c9d3e16b06
DOI: 10.7910/dvn/varih2
title: A11_19166.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f5d6cc62-777b-4076-8ece-267dfef90e3c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f5d6cc62-777b-4076-8ece-267dfef90e3c
DOI: 10.5281/zenodo.13981543
title: Knowledge graph for air quality simulations in the Region of Murcia from 2024-12-26 to 2024-12-29

description: This resource provides the knowledge graphs with the information of the simulation done from 2023-12-26 to 2023-12-26 in the Region of Murcia with the CHIMERE-WRF model (https://www.lmd.polytechnique.fr/chimere/) and transformed into knowledge graph thanks to the SWIT framework (http://sele.inf.um.es/swit/about.html). It also links this data to the github repository including the code and the ontology generated in the work "Representation of  chemistry transport models simulations using knowledge graphs".
DOI: 10.5281/zenodo.13981544
title: Knowledge graph for air quality simulations in the Region of Murcia from 2024-12-26 to 2024-12-29

description: This resource provides the knowledge graphs with the information of the simulation done from 2023-12-26 to 2023-12-26 in the Region of Murcia with the CHIMERE-WRF model (https://www.lmd.polytechnique.fr/chimere/) and transformed into knowledge graph thanks to the SWIT framework (http://sele.inf.um.es/swit/about.html). It also links this data to the github repository including the code and the ontology generated in the work "Representation of  chemistry transport models simulations using knowledge graphs".