cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2nthzm
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "TaxonKey is Acanthus sennii Chiov."
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002888-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts9afq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "TaxonKey is Erodium tibetanum Edgew. & Hook.fil."
 ]
}

 The dataset includes 60 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002887-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5154f159
title: MassIVE MSV000096343 - N87-fourth attempt-proteomic analysis-unmatched spectra-without Advanced Global FDR Settings
title: Proteomic analysis of 2-Dimensional Electrophoresis-resolved protein extracts of NCI-N87 cells used as model of gastric epithelium.
DOI: 10.5281/zenodo.14055727
title: Agri-Environmental Communication Interaction Strategic Link to Food Security Solution

description: Developing countries face challenges of food production (food insecurity) and malnutrition on daily basis and this mainly affects women and children who are culprits of hunger and death. Kenya faces the worst scenario over food deficits and malnutrition. Meeting sustainable food requirements as it is in developed countries becomes an uphill task. Kenya imports more food grains such as maize, rice, sugar and wheat among others. Nearly 40% of our food stores contain imported foods. What could be the reason for this shortage of food? Information captured by local farmers indicates the scientific language used in training and instructing farmers is foreign and scientific hence difficult to conceptualize and interpret to a local environmental language that is simpleto understand and implement by farmers. Farmers therefore end up not doing the right things. This essential agri-environmental communication technique between farmers and instructional language complexity contributes significantly to poor agricultural output. The farmers' claim has been thinly covered in research studies regardingthe food production system. This is the reason for carrying out this research. This paper seeks to address the claim that agri-environmental communication interaction can be key to enhancing food production and nutrition as well as improving human health. The objective was to find out the causes of low food production dueto lack of agri-environmental communication interaction; To assess the effect of food insecurity and malnutrition on human health due to agri-environmental communication interactions and to make recommendations towards enhancing food production and nutrition in improving human health in Kenya through agri-environmental communication interaction. The research study and data was collected from secondary sources, media observations and focus group discussions from the forty-seven counties in Kenya. The findings revealed that, food production is very low due to poor communication in scientific agricultural terminologies interpretation inlocal language for effective use by farmers. The recommendation is that, government and stakeholders should take action and improve on effective agri- environmental communication interaction in order to solve food insecurity and malnutrition. The scientific language used in instructions product labels should include local languages.
DOI: 10.5281/zenodo.14055728
title: Agri-Environmental Communication Interaction Strategic Link to Food Security Solution

description: Developing countries face challenges of food production (food insecurity) and malnutrition on daily basis and this mainly affects women and children who are culprits of hunger and death. Kenya faces the worst scenario over food deficits and malnutrition. Meeting sustainable food requirements as it is in developed countries becomes an uphill task. Kenya imports more food grains such as maize, rice, sugar and wheat among others. Nearly 40% of our food stores contain imported foods. What could be the reason for this shortage of food? Information captured by local farmers indicates the scientific language used in training and instructing farmers is foreign and scientific hence difficult to conceptualize and interpret to a local environmental language that is simpleto understand and implement by farmers. Farmers therefore end up not doing the right things. This essential agri-environmental communication technique between farmers and instructional language complexity contributes significantly to poor agricultural output. The farmers' claim has been thinly covered in research studies regardingthe food production system. This is the reason for carrying out this research. This paper seeks to address the claim that agri-environmental communication interaction can be key to enhancing food production and nutrition as well as improving human health. The objective was to find out the causes of low food production dueto lack of agri-environmental communication interaction; To assess the effect of food insecurity and malnutrition on human health due to agri-environmental communication interactions and to make recommendations towards enhancing food production and nutrition in improving human health in Kenya through agri-environmental communication interaction. The research study and data was collected from secondary sources, media observations and focus group discussions from the forty-seven counties in Kenya. The findings revealed that, food production is very low due to poor communication in scientific agricultural terminologies interpretation inlocal language for effective use by farmers. The recommendation is that, government and stakeholders should take action and improve on effective agri- environmental communication interaction in order to solve food insecurity and malnutrition. The scientific language used in instructions product labels should include local languages.
DOI: 10.15468/dl.w6f8fm
title: Occurrence Download

description: A dataset containing 32425 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, genusKey, genus, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate)) AS minTemporalUncertainty, IF(ISNULL(classKey), NULL, SUM(COUNT(*)) OVER (PARTITION BY classKey)) AS classCount FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND genusKey IN (2284443, 2202786, 2162003, 2161911, 2161467, 7652364, 2176168, 2149911, 3092125, 2771094, 8782549, 2457378, 2453882, 2457825, 2454645, 2465626, 2466496, 2459675, 2444141, 2444221, 2447418, 2441658, 2442664, 3266899, 2473221, 2445496, 5221394, 2443339, 4553469) AND continent = 'EUROPE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND genusKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) GROUP BY "year", eeaCellCode, classKey, class, genusKey, genus ORDER BY "year" DESC, eeaCellCode ASC, genusKey ASC;

 The dataset's 32425 records were derived from 649 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002838-241107131044228/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.26555723.v1
title: Additional file 18 of Amyloid-beta and tau pathologies act synergistically to induce novel disease stage-specific microglia subtypes

description: Additional file 18: Table S1. Differential gene expression as measured by scRNA-Seq in 6-month-old cortex across cell types. Table S2. Differential gene expression as measured by scRNA-Seq in 12-month-old cortex across cell types. Table S3. Differential gene expression as measured by scRNA-Seq in 6-month-old microglia subtypes. Table S4. Differential gene expression as measured by scRNA-Seq in 6-month-old microglia across genotypes. Table S5. Differential gene expression as measured by scRNA-Seq in 12-month-old microglia subtypes. Table S6. Differential gene expression as measured by scRNA-Seq in 12-month-old microglia across genotypes. Table S7. Differential gene expression as measured by scRNA-Seq in TDP43 KO6-&gt;9 microglia subtypes. Table S8. Differential gene expression as measured by scRNA-Seq in TDP43 KO12-&gt;15 microglia subtypes. Table S9. Differential gene expression as measured by scRNA-Seq in 12-month-old LADAM subtypes. Table S10. Characteristics of postmortem brains used in this study for histological analysis. Table S11. Characteristics of postmortem brains used in this study for snRNA-Seq.
DOI: 10.5281/zenodo.13310128
title: EVENTS ACCEL BBE27 (07-08-24 to 10-08-24)

description: Sampling frequency: 80 Hz

Resolution: 0.125/4096
DOI: 10.5281/zenodo.13310129
title: EVENTS ACCEL BBE27 (07-08-24 to 10-08-24)

description: Sampling frequency: 80 Hz

Resolution: 0.125/4096
DOI: 10.15468/dl.8x96h7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.906248 -34.347782, 148.906248 -34.352273, 148.912985 -34.352273, 148.912985 -34.347782, 148.906248 -34.347782))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064368-240626123714530/datasets/export for details.
DOI: 10.15468/dl.mzed4s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.405435 -34.347782, 148.405435 -34.352273, 148.40768 -34.352273, 148.40768 -34.347782, 148.405435 -34.347782)), ((148.40768 -34.352273, 148.40768 -34.354519, 148.403189 -34.354519, 148.403189 -34.352273, 148.400943 -34.352273, 148.400943 -34.356765, 148.405435 -34.356765, 148.405435 -34.359011, 148.412172 -34.359011, 148.412172 -34.354519, 148.414418 -34.354519, 148.414418 -34.352273, 148.40768 -34.352273)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064370-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26555723
title: Additional file 18 of Amyloid-beta and tau pathologies act synergistically to induce novel disease stage-specific microglia subtypes

description: Additional file 18: Table S1. Differential gene expression as measured by scRNA-Seq in 6-month-old cortex across cell types. Table S2. Differential gene expression as measured by scRNA-Seq in 12-month-old cortex across cell types. Table S3. Differential gene expression as measured by scRNA-Seq in 6-month-old microglia subtypes. Table S4. Differential gene expression as measured by scRNA-Seq in 6-month-old microglia across genotypes. Table S5. Differential gene expression as measured by scRNA-Seq in 12-month-old microglia subtypes. Table S6. Differential gene expression as measured by scRNA-Seq in 12-month-old microglia across genotypes. Table S7. Differential gene expression as measured by scRNA-Seq in TDP43 KO6-&gt;9 microglia subtypes. Table S8. Differential gene expression as measured by scRNA-Seq in TDP43 KO12-&gt;15 microglia subtypes. Table S9. Differential gene expression as measured by scRNA-Seq in 12-month-old LADAM subtypes. Table S10. Characteristics of postmortem brains used in this study for histological analysis. Table S11. Characteristics of postmortem brains used in this study for snRNA-Seq.
DOI: 10.6084/m9.figshare.25755756
title: Blood lactate measurements - dataframes in xlsx

description: Supplementary material to work on blood lactate analyzers.
DOI: 10.15468/dl.e38zuz
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.998326 -34.278162, 148.998326 -34.282654, 149.002817 -34.282654, 149.002817 -34.284899, 149.005063 -34.284899, 149.005063 -34.287145, 149.002817 -34.287145, 149.002817 -34.291637, 148.99608 -34.291637, 148.99608 -34.289391, 148.993834 -34.289391, 148.993834 -34.296128, 148.998326 -34.296128, 148.998326 -34.305112, 148.993834 -34.305112, 148.993834 -34.314095, 148.998326 -34.314095, 148.998326 -34.316341, 149.002817 -34.316341, 149.002817 -34.318586, 149.007309 -34.318586, 149.007309 -34.32757, 149.002817 -34.32757, 149.002817 -34.329815, 148.998326 -34.329815, 148.998326 -34.332061, 148.993834 -34.332061, 148.993834 -34.334307, 148.989342 -34.334307, 148.989342 -34.336553, 148.984851 -34.336553, 148.984851 -34.354519, 148.980359 -34.354519, 148.980359 -34.361257, 148.989342 -34.361257, 148.989342 -34.356765, 148.993834 -34.356765, 148.993834 -34.354519, 149.007309 -34.354519, 149.007309 -34.352273, 149.020783 -34.352273, 149.020783 -34.350028, 149.025275 -34.350028, 149.025275 -34.352273, 149.029767 -34.352273, 149.029767 -34.350028, 149.034258 -34.350028, 149.034258 -34.347782, 149.03875 -34.347782, 149.03875 -34.345536, 149.043241 -34.345536, 149.043241 -34.34329, 149.047733 -34.34329, 149.047733 -34.338799, 149.043241 -34.338799, 149.043241 -34.336553, 149.047733 -34.336553, 149.047733 -34.332061, 149.052225 -34.332061, 149.052225 -34.329815, 149.040996 -34.329815, 149.040996 -34.325324, 149.036504 -34.325324, 149.036504 -34.305112, 149.047733 -34.305112, 149.047733 -34.289391, 149.043241 -34.289391, 149.043241 -34.287145, 149.029767 -34.287145, 149.029767 -34.284899, 149.027521 -34.284899, 149.027521 -34.287145, 149.018538 -34.287145, 149.018538 -34.284899, 149.020783 -34.284899, 149.020783 -34.282654, 149.0118 -34.282654, 149.0118 -34.280408, 149.002817 -34.280408, 149.002817 -34.278162, 148.998326 -34.278162), (149.032012 -34.293883, 149.034258 -34.293883, 149.034258 -34.298374, 149.032012 -34.298374, 149.032012 -34.293883), (149.034258 -34.293883, 149.034258 -34.291637, 149.036504 -34.291637, 149.036504 -34.293883, 149.034258 -34.293883), (149.0118 -34.314095, 149.014046 -34.314095, 149.014046 -34.320832, 149.0118 -34.320832, 149.0118 -34.314095)), ((149.020783 -34.352273, 149.020783 -34.354519, 149.025275 -34.354519, 149.025275 -34.352273, 149.020783 -34.352273)))"
 ]
}

 The dataset includes 289 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064371-240626123714530/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.26566873
title: <b>A Survey on Telecommunication Companies Performance with Government Regulations as Moderator</b>

description: A total of 428 responses were collected from telecom companies’ users in Pakistan. Using the structural equation modeling technique, responses were analyzed.
DOI: 10.15468/dl.rhzeqa
title: Occurrence Download

description: A dataset listing the 19 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-35.84172 -9.77148,-35.85094 -9.7668,-35.85734 -9.77468,-35.84897 -9.78015,-35.84172 -9.77148))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 19 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064364-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqhre7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.978733 -34.37024, 147.978733 -34.372486, 147.983224 -34.372486, 147.983224 -34.37024, 147.978733 -34.37024))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064372-240626123714530/datasets/export for details.
DOI: 10.25828/8845-rg63
title: Quarterly Labour Force Survey 2024, Quarter 2
DOI: 10.6084/m9.figshare.26555810
title: Additional file 5 of In the battle of the disease: a transcriptomic analysis of European foulbrood-diseased larvae of the Western honey bee (Apis mellifera)

description: Additional file 5 : Table S3. Expressional comparison of chitin-binding/cuticula-associated protein genes.
DOI: 10.15468/dl.x3u8t2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.510987 -34.38596, 148.510987 -34.390452, 148.515479 -34.390452, 148.515479 -34.38596, 148.510987 -34.38596))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064373-240626123714530/datasets/export for details.
DOI: 10.15468/dl.rtpm75
title: Occurrence Download

description: A dataset listing the 11 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.84717 43.31945,-4.84718 43.31573,-4.84702 43.31533,-4.84588 43.31524,-4.84469 43.32089,-4.84702 43.32095,-4.84717 43.31945))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 11 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064369-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u84nem
title: Occurrence Download

description: A dataset containing 813846 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RB - Rio de Janeiro Botanical Garden Herbarium Collection"
 ]
}

 The dataset includes 813846 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064354-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25405/data.ncl.26539735
title: Research data underpinning "Investigating Reinforcement Learning Approaches In Stock Market Trading"

description: The final dataset utilised for the publication "<i>Investigating Reinforcement Learning Approaches In Stock Market Trading</i>" was processed by downloading and combining data from multiple reputable sources to suit the specific needs of this project. Raw data were retrieved by downloading them using a Python finance API. Afterwards, Python and NumPy were used to combine and normalise the data to create the final dataset.The raw data was sourced as follows:<b>Stock Prices of NVIDIA & AMD, Financial Indexes, and Commodity Prices:</b> Retrieved from Yahoo Finance.<b>Economic Indicators:</b> Collected from the US Federal Reserve.The dataset was normalised to minute intervals, and the stock prices were adjusted to account for stock splits.This dataset was used for exploring the application of reinforcement learning in stock market trading. After creating the dataset, it was used in s reinforcement learning environment to train several reinforcement learning algorithms, including deep Q-learning, policy networks, policy networks with baselines, actor-critic methods, and time series incorporation. The performance of these algorithms was then compared based on profit made and other financial evaluation metrics, to investigate the application of reinforcement learning algorithms in stock market trading.The attached 'README.txt' contains methodological information and a glossary of all the variables in the .csv file.
DOI: 10.15468/dl.ptd3g9
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.989342 -34.390452, 148.989342 -34.397189, 148.993834 -34.397189, 148.993834 -34.394944, 148.998326 -34.394944, 148.998326 -34.390452, 148.989342 -34.390452)), ((148.993834 -34.397189, 148.993834 -34.399435, 148.998326 -34.399435, 148.998326 -34.397189, 148.993834 -34.397189)))"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064374-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.482zd4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphargus buenaventura (Cisneros-Heredia & Yánez-Muñoz, 2007)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064375-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13310130
title: EVENTS ACCEL BC9C4 (18-07-24 to 21-07-24)

description: Sampling frequency: 80 Hz

Resolution: 0.125/4096
DOI: 10.5281/zenodo.13310131
title: EVENTS ACCEL BC9C4 (18-07-24 to 21-07-24)

description: Sampling frequency: 80 Hz

Resolution: 0.125/4096
DOI: 10.6084/m9.figshare.26555807
title: Additional file 4 of In the battle of the disease: a transcriptomic analysis of European foulbrood-diseased larvae of the Western honey bee (Apis mellifera)

description: Additional file 4 : Table S2. Detailed results of FAC analysis for temporal DEGs in control (Cont 3 dpi vs 6 dpi) and infected (Inf 3 dpi vs 6 dpi) group, respectively.
DOI: 10.6084/m9.figshare.26555753
title: Additional file 1 of Effect of Mannan-rich fraction supplementation on commercial broiler intestinum tenue and cecum microbiota

description: Additional file 1: Tables S1–S22.
DOI: 10.15468/dl.t8my47
title: Occurrence Download

description: A dataset containing 4949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos Linnaeus, 1758",
 "Year 1970-2024"
 ]
}

 The dataset includes 4949 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064378-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svqz9q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.390953 -34.401681, 146.390953 -34.408418, 146.395444 -34.408418, 146.395444 -34.401681, 146.390953 -34.401681))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064380-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26563531
title: Additional file 3 of Discrimination of serum metabolomics profiles in infants with sepsis, based on liquid chromatography-mass spectrometer

description: Additional file 3: Table S3. Confusion matrices of 6 lipid metabolites.