cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6344334
title: Remote Sensing VQA - Low Resolution (RSVQA LR)

description: Remote sensing images contain a wealth of information which can be useful for a wide range of tasks including land cover classification, object counting or detection. However, most of the available methodologies are task-specific, thus inhibiting generic and easy access to the information contained in remote sensing data. As a consequence, accurate remote sensing product generation still requires expert knowledge. With RSVQA, we propose a system to extract information from remote sensing data that is accessible to every user: we use questions formulated in natural language and use them to interact with the images. With the system, images can be queried to obtain high level information specific to the image content or relational dependencies between objects visible in the images. Using an automatic method, we built two datasets (using low and high resolution data) of image/question/answer triplets. The information required to build the questions and answers is queried from OpenStreetMap (OSM). The datasets can be used to train (when using supervised methods) and evaluate models to solve the RSVQA task. This page concerns the low resolution dataset.
DOI: 10.5281/zenodo.6344333
title: Remote Sensing VQA - Low Resolution (RSVQA LR)

description: Remote sensing images contain a wealth of information which can be useful for a wide range of tasks including land cover classification, object counting or detection. However, most of the available methodologies are task-specific, thus inhibiting generic and easy access to the information contained in remote sensing data. As a consequence, accurate remote sensing product generation still requires expert knowledge. With RSVQA, we propose a system to extract information from remote sensing data that is accessible to every user: we use questions formulated in natural language and use them to interact with the images. With the system, images can be queried to obtain high level information specific to the image content or relational dependencies between objects visible in the images. Using an automatic method, we built two datasets (using low and high resolution data) of image/question/answer triplets. The information required to build the questions and answers is queried from OpenStreetMap (OSM). The datasets can be used to train (when using supervised methods) and evaluate models to solve the RSVQA task. This page concerns the low resolution dataset.
DOI: 10.6084/m9.figshare.19229214
title: Mitochondrial respiratory chain subunits, biogenesis markers and mitochondrial membrane potential in lymphoblasts from ALS patients with mutant SOD1 (mutSOD1) or unknown mutation (undSOD1) and respective controls.

description: Transcripts for mitochondrial oxidative phosphorylation subunits and mitochondrial biogenesis marker TFAM. Data were obtained for all cohorts (pool), C1-Female 46 years old, C2- Male 46 years old and C3-Male 26/27 years old. Gene expression was normalized to the geometric mean of TBP, YWHAZ, PUM1 and B2M. <br>Mitochondrial potential was measured by flow cytometry by subtracting the mean values of TMRM fluorescence in FCCP treated lymphoblast to the mean values of TMRM fluorescence. <br>Mitochondrial DNA copy number was assessed using primers for ND5 (mtDNA) and B2m (nuclear DNA). <br>Western blot was used to semi-quantify protein expression levels of TFAM, PGC1α and TOM20 and protein normalization was performed by ponceau staining. <br>
DOI: 10.6084/m9.figshare.19229214.v1
title: Mitochondrial respiratory chain subunits, biogenesis markers and mitochondrial membrane potential in lymphoblasts from ALS patients with mutant SOD1 (mutSOD1) or unknown mutation (undSOD1) and respective controls.

description: Transcripts for mitochondrial oxidative phosphorylation subunits and mitochondrial biogenesis marker TFAM. Data were obtained for all cohorts (pool), C1-Female 46 years old, C2- Male 46 years old and C3-Male 26/27 years old. Gene expression was normalized to the geometric mean of TBP, YWHAZ, PUM1 and B2M. <br>Mitochondrial potential was measured by flow cytometry by subtracting the mean values of TMRM fluorescence in FCCP treated lymphoblast to the mean values of TMRM fluorescence. <br>Mitochondrial DNA copy number was assessed using primers for ND5 (mtDNA) and B2m (nuclear DNA). <br>Western blot was used to semi-quantify protein expression levels of TFAM, PGC1α and TOM20 and protein normalization was performed by ponceau staining. <br>
DOI: 10.5281/zenodo.6342493
title: Integrated silicon carbide electro-optic modulator

description: Source data support the study "Integrated silicon carbide electro-optic modulator".
DOI: 10.5281/zenodo.6342361
title: Integrated silicon carbide electro-optic modulator

description: Source data support the study "Integrated silicon carbide electro-optic modulator".
DOI: 10.6084/m9.figshare.19229190
title: Oxygen consumption rate (OCR) and extracellular acidification rate (ECAR) in lymphoblasts from ALS patients with mutant SOD1 (mutSOD1) and unknown mutation (undSOD1).

description: Oxygen consumption rate (OCR) and extracellular acidification rate (ECAR) parameters in lymphoblasts from ALS patients with mutant SOD1 (mutSOD1) and unknown mutation (undSOD1). Cells were plated at density 160,000 cells/well, as described in Materials and Methods. Mitochondrial Stress Test featuring OCR- and ECAR-associated parameters were assessed with the Seahorse XFe96 Extracellular Flux Analyzer. OCR and ECAR parameters, as well as energy maps showing the metabolic potential of cells. Data were plotted for all cohorts (pool), C1-Female 46 years old, C2- Male 46 years old and C3-Male 26/27 years old. OCR parameters and ECAR evaluated.
DOI: 10.5281/zenodo.6344322
title: ATAC-seq processing resources for the GRCm38 (mm10) assembly of the mouse genome

description: A collection of publicly available, but preprocessed, reference data for the analysis of ATAC-seq samples using the GRCm38 (mm10) assembly of the mouse genome using the Ultimate ATAC-seq Data Processing & Analysis Pipeline (details in the documentation on GitHub).
DOI: 10.5281/zenodo.6344321
title: ATAC-seq processing resources for the GRCm38 (mm10) assembly of the mouse genome

description: A collection of publicly available, but preprocessed, reference data for the analysis of ATAC-seq samples using the GRCm38 (mm10) assembly of the mouse genome using the Ultimate ATAC-seq Data Processing & Analysis Pipeline (details in the documentation on GitHub).
DOI: 10.3886/e164401
title: Varied Institutional Responses to COVID-19: An Investigation of U.S. Colleges’ and Universities’ Reopening Plans for Fall 2020

description: This study investigates COVID-19 risk factors, suitability of online instruction, politics, and institutions’ finances as rationales guiding instructional delivery decisions for Fall 2020 after COVID-19’s emergence. Contributions include estimating multinomial logit regressions with mode of delivery as a categorical variable, integrating resource dependence and crisis response as theoretical frames, and introducing new predictor variables including a measure of local residential access to broadband Internet. Findings suggest county populations, local political preferences, and the percentage of revenue derived from auxiliary enterprises were consistent predictors of delivery mode. Political parties of an institution’s governor and Congressional representative were predictive of delivery mode for institutions in the lowest tercile of endowment per student but not for institutions in the highest tercile. Bottom-tercile institutions substituted from online to in-person reopening as reliance on revenue from auxiliary enterprises increased, but top-tercile institutions appeared only to substitute from hybrid to in-person or from online to hybrid delivery as revenue from auxiliary enterprises or tuition and fees increased.
description: Public and private not-for-profit two- and four-year United States colleges and universities with data available on Fall 2020 instructional delivery.
DOI: 10.3886/e164401v1
title: Varied Institutional Responses to COVID-19: An Investigation of U.S. Colleges’ and Universities’ Reopening Plans for Fall 2020

description: This study investigates COVID-19 risk factors, suitability of online instruction, politics, and institutions’ finances as rationales guiding instructional delivery decisions for Fall 2020 after COVID-19’s emergence. Contributions include estimating multinomial logit regressions with mode of delivery as a categorical variable, integrating resource dependence and crisis response as theoretical frames, and introducing new predictor variables including a measure of local residential access to broadband Internet. Findings suggest county populations, local political preferences, and the percentage of revenue derived from auxiliary enterprises were consistent predictors of delivery mode. Political parties of an institution’s governor and Congressional representative were predictive of delivery mode for institutions in the lowest tercile of endowment per student but not for institutions in the highest tercile. Bottom-tercile institutions substituted from online to in-person reopening as reliance on revenue from auxiliary enterprises increased, but top-tercile institutions appeared only to substitute from hybrid to in-person or from online to hybrid delivery as revenue from auxiliary enterprises or tuition and fees increased.
description: Public and private not-for-profit two- and four-year United States colleges and universities with data available on Fall 2020 instructional delivery.
DOI: 10.22008/fk2/lac3td/yq6nsd
title: G500_Sheet2_Frederikshåb_Isblink_Søndre_Strømfjord__Quaternary_400dpi.tif

description: :unav
DOI: 10.48370/ofd/faxk2f/iue1bk
title: 1921_1.S3Dm

description: :unav
DOI: 10.48370/ofd/faxk2f
title: Hygrophoropsis aurantiaca (Wulfen) Maire, 1736

description: Fungarium Macromycetes
DOI: 10.14278/rodare.1371
title: Data publication of (radio)fluorinated and (radio)iodinated cyclic tyrosine analogues.

description: The document contains i) organic synthesis protocols, ii) NMR data, iii) radio-TLC data and iv) radio-HPLC chromatograms.
DOI: 10.14278/rodare.1370
title: Data publication of (radio)fluorinated and (radio)iodinated cyclic tyrosine analogues.

description: The document contains i) organic synthesis protocols, ii) NMR data, iii) radio-TLC data and iv) radio-HPLC chromatograms.
DOI: 10.14278/rodare.1473
title: Dataset for Bubble identification from images with machine learning methods

description: This dataset contains the annotated training images and synthetic test images for the publication "Bubble identification from images with machine learning methods".
DOI: 10.5281/zenodo.6342051
title: Dataset for "Metallosupramolecular polymers as precursors for platinum nanocomposites"

description: Source data of the study reported in the publication entitled "Metallosupramolecular polymers as precursors for platinum nanocomposites". The data should be considered together with the published manuscript and the supplementary information file.
DOI: 10.5281/zenodo.6342050
title: Dataset for "Metallosupramolecular polymers as precursors for platinum nanocomposites"

description: Source data of the study reported in the publication entitled "Metallosupramolecular polymers as precursors for platinum nanocomposites". The data should be considered together with the published manuscript and the supplementary information file.
DOI: 10.6084/m9.figshare.19207026.v1
title: Data for ALS

description: Microbiome and ALSFRS-R of amyotrophic lateral sclerosis
DOI: 10.15468/dl.xexwgx
title: Occurrence Download

description: A dataset containing 1279318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anser anser (Linnaeus, 1758)"
 ]
}

 The dataset includes 1279318 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002981-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8egvzz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL",
 "TaxonKey is Mimosa velloziana Mart."
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005942-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fvzif
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Costa Rica",
 "Country is Nicaragua",
 "Country is Honduras",
 "Country is El Salvador"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Podopterus mexicanus Humb. & Bonpl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 314 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018149-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.opfl5u
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Kuwait",
 "Country is Saudi Arabia"
 ]
 },
 "TaxonKey is Reseda alba L."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002981-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74uac3
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia parviflora Roxb."
 ]
}

 The dataset includes 302 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056113-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72ddmr
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaenomeles sinensis (Dum.Cours.) Koehne"
 ]
}

 The dataset includes 280 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014694-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmjzub
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Howella sherborni (Norman, 1930)"
 ]
}

 The dataset includes 728 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012646-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky4izz
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalus atrox Baird & Girard, 1853",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Mexico"
 ]
}

 The dataset includes 404 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002982-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paiguh
title: Occurrence Download

description: A dataset containing 1292 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 3e2af53b-218c-4345-8aa6-90e9415523bc"
 ]
}

 The dataset includes 1292 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013474-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtmqdx
title: Occurrence Download

description: A dataset containing 1637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopus amplexifolius (L.) DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1637 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002982-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8myr2
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnophis exsul Rossman, 1969"
 ]
}

 The dataset includes 28 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030360-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f49sh
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Rhabdoscelus lineaticollis (Heller)",
 "TaxonKey is Lissorhoptrus oryzophilus Kuschel, 1952"
 ]
 }
 ]
}

 The dataset includes 298 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110788-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oqloxo
title: Occurrence Download

description: A dataset containing 2380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa Schreb.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2380 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002982-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kakf9
title: Occurrence Download

description: A dataset containing 248155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is P herbarium - Muséum national d’histoire naturelle, Paris - Amostras Brasileiras Repatriadas - Herbário Virtual REFLORA"
 ]
}

 The dataset includes 248155 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045579-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcmkyp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex leptocaulis Brandbyge & Rech.fil."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193706-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2tkwv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shaferocharis multiflora Borhidi & O.Muñiz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193707-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.faaa7q
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chamaedorea fractiflexa Hodel & Cast.Mont"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060237-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zst8e
title: Occurrence Download

description: A dataset containing 1034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Thamnophis scalaris Cope, 1861"
 ]
}

 The dataset includes 1034 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030362-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzzxv7
title: Occurrence Download

description: A dataset containing 5379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnamomum camphora (L.) J.Presl"
 ]
}

 The dataset includes 5379 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002982-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx9u8a
title: Occurrence Download

description: A dataset containing 1813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.1829 17.66018,-96.21071 17.64061,-96.2144 17.60894,-96.26135 17.5625,-96.2853 17.53924,-96.29903 17.51332,-96.31611 17.47822,-96.32778 17.42603,-96.31225 17.3705,-96.26942 17.36492,-96.2574 17.33711,-96.23714 17.3402,-96.16951 17.36458,-96.16814 17.39479,-96.17363 17.46895,-96.16264 17.50053,-96.12041 17.58121,-96.10874 17.62069,-96.1829 17.66018))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1813 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108228-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvaloa
title: Occurrence Download

description: A dataset containing 2417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobates auratus (Girard, 1855)"
 ]
}

 The dataset includes 2417 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002982-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aw9zcr
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spilornis elgini (Blyth, 1863)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 828 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335482-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.