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

description: A dataset containing 64126688 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Spain"
 ]
}

 The dataset includes 64126688 records from 2550 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030278-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.oda7akyu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1096394 records)
DOI: 10.25345/c5m32nn3q
title: MassIVE MSV000095322 - Understanding the genetic and structural bases of hornworts' carbon-concentrating mechanism
title: Proteomic measurements to identify putative Rubisco interacting proteins in hornworts compared to the green alga Chlamydomonas, the traditional model for studying pyrenoid-based CO2-concentrating mechanisms (pCCM). Using antibodies and immunoprecipitation against hornwort Rubisco large subunits to pull down Rubisco and any proteins that bind to it. Samples were digested with trypsin, then analyzed by LC-MS/MS. Data was searched with MS-GF+ using PNNL's DMS processing pipeline against Anthoceros agrestis proteome.
DOI: 10.15468/dl.m9ta7g
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Ditrichum gracile (Mitt.) Kuntze"
 ]
}

 The dataset includes 161 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022787-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29uusj
title: Occurrence Download

description: A dataset containing 13006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrangea macrophylla (Thunb.) Ser."
 ]
}

 The dataset includes 13006 records from 431 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022786-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7950967
title: PDAC-SMI transcript locations

description: This record contains the spatial locations of transcripts in the PDAC-SMI data.
DOI: 10.5281/zenodo.7950968
title: PDAC-SMI dataset

description: <strong>This dataset includes the spatial molecular imaging data from 13 PDAC tumors with or without chemotherapy treatment. Raw count matrix, metadata, and cell type annotations were included. </strong>
DOI: 10.5281/zenodo.7957768
title: PDAC-SMI and co-culture dataset

description: This dataset includes two parts: (1) The spatial molecular imaging data from 13 PDAC tumors with or without chemotherapy treatment. Raw Images and cell segmentation results were included in the SMI_images folder; Raw count matrix, metadata, and cell type annotations were included in the PDAC_raw_meta_data.h5ad file. (2) The processed snRNA-seq data of co-cultured CAF<strong>–</strong>malignant tumoroid in the seurat object file.
DOI: 10.15468/dl.979e6f
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Ditrichum submersum Cardot & Herzog"
 ]
}

 The dataset includes 123 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022788-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzvgeu
title: Occurrence Download

description: A dataset containing 133068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2012-2018"
 ]
}

 The dataset includes 133068 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022784-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdqtfk
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Drepanocladus longifolius (Wilson ex Mitt.) Broth. ex Paris"
 ]
}

 The dataset includes 324 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022791-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyamrx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.784035656407839 53.10851084300654,-7.215895908393663 53.10851084300654,-7.215895908393663 53.67665059102072,-7.784035656407839 53.67665059102072,-7.784035656407839 53.10851084300654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Labiobaetis atrebatinus (Eaton, 1870)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022792-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3u9akn
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Drepanocladus polygamus (Schimp.) Hedenäs"
 ]
}

 The dataset includes 96 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022793-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e156161v2-155271
title: What Social Media Platforms Miss About White Supremacist Speech

description: Data includes 274,668 posts scraped from Stormfront and 509,982 comments collected from the Reddit API. The following files are included:<br>stormfront_posts.txt: one post per line, no post metadatareddit_posts.txt: one comment per line, no comment metadatastormfront_post_data_processed.json.gz: preprocessed posts from Stormfront, includes post metadatareddit_sample.csv.gz: preprocessed comments from Reddit, includes comment metadataTwitter data used in the report is not available for public reuse because of Twitter's terms of service and our data use agreement with VOX-Pol.<br><br>The following Python modules were used for analysis:<br>Gensim's Lda Sequence model (https://radimrehurek.com/gensim/models/ldaseqmodel.html)<br>Shifterator (https://shifterator.readthedocs.io/en/latest/)pyLDAvis (https://pyldavis.readthedocs.io/en/latest/readme.html)
DOI: 10.3886/e156161v2-155272
title: What Social Media Platforms Miss About White Supremacist Speech

description: Data includes 274,668 posts scraped from Stormfront and 509,982 comments collected from the Reddit API. The following files are included:<br>stormfront_posts.txt: one post per line, no post metadatareddit_posts.txt: one comment per line, no comment metadatastormfront_post_data_processed.json.gz: preprocessed posts from Stormfront, includes post metadatareddit_sample.csv.gz: preprocessed comments from Reddit, includes comment metadataTwitter data used in the report is not available for public reuse because of Twitter's terms of service and our data use agreement with VOX-Pol.<br><br>The following Python modules were used for analysis:<br>Gensim's Lda Sequence model (https://radimrehurek.com/gensim/models/ldaseqmodel.html)<br>Shifterator (https://shifterator.readthedocs.io/en/latest/)pyLDAvis (https://pyldavis.readthedocs.io/en/latest/readme.html)
DOI: 10.15468/dl.h5t367
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Drepanolejeunea granatensis (Prantl) Bischl."
 ]
}

 The dataset includes 20 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022794-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vr8kd
title: Occurrence Download

description: A dataset containing 93793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2012-2018"
 ]
}

 The dataset includes 93793 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022795-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9498b
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.66237 55.41855,-8.78589 55.39942,-10.43752 54.35226,-10.57235 52.70967,-10.50493 51.59293,-9.25779 51.36201,-6.12307 51.98906,-5.44893 53.17683,-4.94333 54.35226,-5.55005 55.09198,-6.66237 55.41855))",
 "HasGeospatialIssue is false",
 "TaxonKey is Labiobaetis atrebatinus (Eaton, 1870)"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022796-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.697656
title: Occurrence Download

description: A dataset containing 93793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2012-2018"
 ]
}

 The dataset includes 93793 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022797-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42tdcq
title: Occurrence Download

description: A dataset containing 1565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material citation, Specimen)",
 "Country is Ecuador",
 "GadmGid is ECU.7_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1565 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022798-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u83h83
title: Occurrence Download

description: A dataset containing 133068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2012-2018"
 ]
}

 The dataset includes 133068 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022785-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va5sde
title: Occurrence Download

description: A dataset containing 181415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 181415 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022790-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qby87x
title: Occurrence Download

description: A dataset containing 1043810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1043810 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022789-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaq9qf
title: Occurrence Download

description: A dataset containing 231721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is Observation.org, Nature data from around the World",
 "HasCoordinate is true",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2012-2018"
 ]
}

 The dataset includes 231721 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022800-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12735399
title: Carbon Nanotube-Based Chemiresistive Sensor Array for Dissolved Gases

description: Abstract: Dissolved gases such as oxygen (DO) and ammonia (dNH3) are among the most consequential parameters for water quality assessment.  Since the concentrations of DO and dNH3 are interdependent through the nitrogen cycle, simultaneous monitoring can be useful in many applications. For example, in wastewater treatment, aeration baths are used to adjust the rate of ammonia removal by the bioactive sludge. Here, we have developed a sensing array which can monitor dissolved molecular oxygen (DO) and dissolved un-ionized ammonia (dNH3) continuously and simultaneously. This was achieved by functionalizing two sensors made from single- walled carbon nanotube (SWCNT) films with two different molecules; phenyl-capped aniline tetramer (PCAT), and iron phthalocyanine (II) (FePc).  It was found that the FePc-doped SWCNT (FePc@SWCNT) sensor demonstrated good sensitivity and selectivity to DO, compared to dNH3. Conversely, we found that the PCAT-doped SWCNT (PCAT@SWCNT) demonstrates greater sensitivity to ammonia. Investigating the effect of different PCAT salts as dopant, we describe the following series of sensor responses to ammonia: Chloride < Crotonate < Fumarate.   Additionally, we coated our sensors with PDMS, which is selectively permeable to gases, over ionic species.  Finally, using principal component analysis (PCA) and partial least square discriminant analysis, it was possible to discriminate between responses to DO and dNH3, with 100% accuracy. As a result, here, we have developed a compelling proof-of-concept for the use of a single sensing substrate, doped with molecules with distinct mechanisms of interaction with two different analytes, to simultaneously monitor concentrations of two dissolved gases, namely DO and dNH3. 

 

This repository contains dataset and code used in chemometric analysis.

Dataset contained in dataset folder. Within the array_exp.csv file, "sensor366" represents the current data for a PCAT@SWCNT Fumarate sensor; "sensor353" represents a FePc@SWCNT sensor. The dO meter is a polarographic probe.  Times for the ammonia additions and concentrations can be found in the Rmarkdown script.

In the root directory, the renv.lock file can be found with required packages. Text outputs from code can also be found in the root directory.
DOI: 10.5281/zenodo.12735400
title: Carbon Nanotube-Based Chemiresistive Sensor Array for Dissolved Gases

description: Abstract: Dissolved gases such as oxygen (DO) and ammonia (dNH3) are among the most consequential parameters for water quality assessment.  Since the concentrations of DO and dNH3 are interdependent through the nitrogen cycle, simultaneous monitoring can be useful in many applications. For example, in wastewater treatment, aeration baths are used to adjust the rate of ammonia removal by the bioactive sludge. Here, we have developed a sensing array which can monitor dissolved molecular oxygen (DO) and dissolved un-ionized ammonia (dNH3) continuously and simultaneously. This was achieved by functionalizing two sensors made from single- walled carbon nanotube (SWCNT) films with two different molecules; phenyl-capped aniline tetramer (PCAT), and iron phthalocyanine (II) (FePc).  It was found that the FePc-doped SWCNT (FePc@SWCNT) sensor demonstrated good sensitivity and selectivity to DO, compared to dNH3. Conversely, we found that the PCAT-doped SWCNT (PCAT@SWCNT) demonstrates greater sensitivity to ammonia. Investigating the effect of different PCAT salts as dopant, we describe the following series of sensor responses to ammonia: Chloride < Crotonate < Fumarate.   Additionally, we coated our sensors with PDMS, which is selectively permeable to gases, over ionic species.  Finally, using principal component analysis (PCA) and partial least square discriminant analysis, it was possible to discriminate between responses to DO and dNH3, with 100% accuracy. As a result, here, we have developed a compelling proof-of-concept for the use of a single sensing substrate, doped with molecules with distinct mechanisms of interaction with two different analytes, to simultaneously monitor concentrations of two dissolved gases, namely DO and dNH3. 

 

This repository contains dataset and code used in chemometric analysis.

Dataset contained in dataset folder. Within the array_exp.csv file, "sensor366" represents the current data for a PCAT@SWCNT Fumarate sensor; "sensor353" represents a FePc@SWCNT sensor. The dO meter is a polarographic probe.  Times for the ammonia additions and concentrations can be found in the Rmarkdown script.

In the root directory, the renv.lock file can be found with required packages. Text outputs from code can also be found in the root directory.
DOI: 10.15468/dl.jmej85
title: Occurrence Download

description: A dataset containing 500542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2018-2018"
 ]
}

 The dataset includes 500542 records from 1083 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022801-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-50085
title: Redemption tidings, vol. 31, nos. 1-26, 7 Jan. - 23 Dec. 1955

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.7a9gxp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum cyatheicola (P.Royen) J.J.Verm., Schuit. & de Vogel"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067067-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdgd5h
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphiprion ocellaris Cuvier, 1830",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339406-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-50885
title: Redemption tidings, vol. 32, nos. 1-50, 6 Jan. - 28 Dec. 1956

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.4efv3c
title: Occurrence Download

description: A dataset listing the 75875 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((26.7542939189847 1.2186193716968,36.9991642472184 13.6345880476356,41.544901412726 10.038706409249,37.5419388341447 2.16847489881781,35.84576825 -7.80500813595271,36.2528491901947 -16.0144737632128,34.2174444892211 -16.5572483501391,27.5006089760084 -8.95840413317107,26.7542939189847 1.2186193716968))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 75875 records were derived from 1145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067065-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gs9wq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eupithecia annulata (Hulst, 1896)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0393080-210914110416597/datasets/export for details.