cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.99mj27
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012228-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17734406
title: Dataset for "An observational and forecast study of Super Typhoon Fung-wong in 2025 over the South China Sea"
DOI: 10.5281/zenodo.17734407
title: Dataset for "An observational and forecast study of Super Typhoon Fung-wong in 2025 over the South China Sea"
DOI: 10.6084/m9.figshare.30734639
title: Scripts and data

description: <b>The files have been made private and will be made public only after manuscript acceptance.</b><br><br>This project contains the codes used to conduct our research. In addition, many files related to the results have been added, such as the outputs from InVEST.We were unable to include all the input data due to the permissions of each database, but we have listed all sources in our manuscript and in the supplementary material.
DOI: 10.6084/m9.figshare.30734639.v1
title: Scripts and data

description: <b>The files have been made private and will be made public only after manuscript acceptance.</b><br><br>This project contains the codes used to conduct our research. In addition, many files related to the results have been added, such as the outputs from InVEST.We were unable to include all the input data due to the permissions of each database, but we have listed all sources in our manuscript and in the supplementary material.
DOI: 10.15468/dl.r7p4x5
title: Occurrence Download

description: A dataset containing 2647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ceratitis capitata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2647 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012229-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adqqgf
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (algas, frutos y semillas, hongos, líquenes, xiloteca), Actualización y depuración de la base de datos del Herbario del Instituto de Ecología, AC, Centro Regional del Bajío. Fase 2, Patrones biogeográficos de las cactáceas columnares de México, SysTax - Botanical Gardens, Agrobiodiversidad de tres regiones de importancia biocultural en el centro-occidente de México)",
 "TaxonKey is Backebergia militaris"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012230-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17739063
title: Conceptual Framework for Leveraging Human Diploid Cell Rabies Vaccines as Prophylactic Agents to Mitigate Lethal Symptoms of Marburg and Ebola Virus Diseases: A Trained Immunity and Heterologous Protection Paradigm with Epigenetic Priming Against Filoviral Immune Evasion

description: This conceptual manuscript delineates a rigorously validated framework for deploying Human Diploid Cell Vaccine (HDCV) rabies vaccines, potentially augmented with \( \beta \)-glucan adjuvants, as a pre-exposure prophylaxis (PrEP: 3 doses at days 0, 7, 21) to attenuate the lethal sequelae of Marburg virus disease (MVD) and Ebola virus disease (EVD). Anchored in trained immunity and heterologous protection paradigms, we posit that HDCV immunization epigenetically reprograms innate immune effectors (monocytes, NK cells), fostering hyper-responsive interferon (IFN)-\( \alpha \)/\( \beta \) secretion that circumvents VP35/VP24-mediated antagonism, thereby curtailing symptom severity and case fatality rates (CFRs) during early filoviral exposures. Empirically grounded in extended SEIRD modeling, reproducible Python simulations calibrated to WHO surveillance data (e.g., 2018--2020 DRC EVD: 3,481 cases, 66.1% CFR \citep{who_ebola_2023}; Rwanda 2024 MVD: 66 cases, 15 deaths, 23% CFR \citep{who_marburg_2024}), Bayesian efficacy inference (\( \eta \sim 0.649 \), 80% CrI: [0.389, 0.866]), Sobol-based global sensitivity analysis (first-order indices: \( S_{\beta}=0.45 \), \( S_{\epsilon}=0.32 \), \( S_{\sigma}=0.12 \); total variance \( \approx 0.89 \)), and comprehensive uncertainty propagation, this framework projects 29% reductions in peak incidence (307.61 to 219.42) and 19% in mortality (492.59 to 398.45) under \( \epsilon=0.3 \) cross-protection. Falsifiability is operationalized via quantifiable immune correlates (e.g., >2-fold IFN-\( \gamma \) elevation in primed PBMCs). All analytical derivations, computational outputs, and bibliographic anchors are meticulously precise, reproducible, and sourced from premier peer-reviewed venues and authoritative global health entities.Keywords: Trained immunity, Rabies vaccine, Ebola, Marburg, Heterologous protection, Epigenetic priming, SEIRD modeling
DOI: 10.15468/dl.wg4kvv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.7252 35.20006, -119.7218 35.19944, -119.7206 35.2014, -119.7234 35.20447, -119.7273 35.20451, -119.7291 35.20208, -119.7252 35.20006))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012231-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17738900
title: CONDUCTOR - UC1 - ALMELO - Traffic data

description: Extracted data from V-LOG traffic data used for CONDUCTOR UC1 Almelo.

Further information about the data is available through https://corp-kentico-productie.crow.nl/downloads/pdf/verkeer-en-vervoer/verkeersmanagement/v-log-protocol-en-definities-v3-0-1-wg-techniek-ch.aspx
DOI: 10.5281/zenodo.17738899
title: CONDUCTOR - UC1 - ALMELO - Traffic data

description: Extracted data from V-LOG traffic data used for CONDUCTOR UC1 Almelo.

Further information about the data is available through https://corp-kentico-productie.crow.nl/downloads/pdf/verkeer-en-vervoer/verkeersmanagement/v-log-protocol-en-definities-v3-0-1-wg-techniek-ch.aspx
DOI: 10.17605/osf.io/me4w5
title: LEWIS: Lund Everyday Waste Image Set
DOI: 10.58073/sruc.30051658
title: <b>Insights from Scotland’s Census: Work Patterns in Later Life.</b> A NISRIE report

description: This report is a deliverable within the Novel Insights on Scotland’s Rural and Island Economies (NISRIE) project as part of the Environment, Natural Resources and Agriculture strategic research programme 2022-27. This report aims to provide insights into the levels of economic activity in Scotland’s 65 years old and over population, the type of activity and the sectors they are engaged in. <b>What were we trying to find out?</b>The research explores the recent 2022 population census alongside data from the 2011 and 2001 census to ascertain if patterns of economic activity in this age group have changed as a result of changing pension ages, life expectancy and general societal change. The research focuses on assessing the spatial and sectoral dimensions of economic activity in the older population, particularly in island and very remote mainland areas, where previous NISRIE research has highlighted differences. <b>What did we do?</b>The analysis used data from Scotland’s Census. Cross-tabulations of population characteristics, specific sex, age, economic activity and sector of employment were extracted and compared to previous census (2001 and 2011) data to ascertain changes in the older population<b>What did we learn?</b>Scotland’s aged 65 and over (65+) population is continuing to increase over recent decades, particularly in rural and island areas. Analysis of the 2022 Census points to these areas having some of the highest rates of economic activity in the 65+ population. Economic activity rates ranged from 9% in urban areas to 16% within island populations. In some rural places, up to 28% of the 65+ population were economically active. Self-employment past the age of 65 was particularly high in parts of rural and island Scotland, with this group being much more likely to be self-employed than any other age group: Nationally 31% of economically active people 65+ were self-employed compared with 16% for people aged 50-64. 55% of 65+ people were working 31 or more hours a week, with those working in Agriculture, Forestry and Fishing (AFF) working the longest hours. Nearly 50% of self-employed people and 24% of employees in AFF worked 49 or more hours per week. The active old-age dependency ratio (the ratio of the 65+ population over the economically active working age population) was highest in island and remote rural parts of Scotland, but this reduced slightly when taking into account people still working aged 65 and over. <br>
DOI: 10.58073/sruc.30051658.v1
title: <b>Insights from Scotland’s Census: Work Patterns in Later Life.</b> A NISRIE report

description: This report is a deliverable within the Novel Insights on Scotland’s Rural and Island Economies (NISRIE) project as part of the Environment, Natural Resources and Agriculture strategic research programme 2022-27. This report aims to provide insights into the levels of economic activity in Scotland’s 65 years old and over population, the type of activity and the sectors they are engaged in. <b>What were we trying to find out?</b>The research explores the recent 2022 population census alongside data from the 2011 and 2001 census to ascertain if patterns of economic activity in this age group have changed as a result of changing pension ages, life expectancy and general societal change. The research focuses on assessing the spatial and sectoral dimensions of economic activity in the older population, particularly in island and very remote mainland areas, where previous NISRIE research has highlighted differences. <b>What did we do?</b>The analysis used data from Scotland’s Census. Cross-tabulations of population characteristics, specific sex, age, economic activity and sector of employment were extracted and compared to previous census (2001 and 2011) data to ascertain changes in the older population<b>What did we learn?</b>Scotland’s aged 65 and over (65+) population is continuing to increase over recent decades, particularly in rural and island areas. Analysis of the 2022 Census points to these areas having some of the highest rates of economic activity in the 65+ population. Economic activity rates ranged from 9% in urban areas to 16% within island populations. In some rural places, up to 28% of the 65+ population were economically active. Self-employment past the age of 65 was particularly high in parts of rural and island Scotland, with this group being much more likely to be self-employed than any other age group: Nationally 31% of economically active people 65+ were self-employed compared with 16% for people aged 50-64. 55% of 65+ people were working 31 or more hours a week, with those working in Agriculture, Forestry and Fishing (AFF) working the longest hours. Nearly 50% of self-employed people and 24% of employees in AFF worked 49 or more hours per week. The active old-age dependency ratio (the ratio of the 65+ population over the economically active working age population) was highest in island and remote rural parts of Scotland, but this reduced slightly when taking into account people still working aged 65 and over. <br>
DOI: 10.5281/zenodo.17298742
title: RAPID Sandbox

description: RAPID comes along with a set of test files based on a synthetic experiment called the Sandbox. More information is available in SANDBOX.md.
DOI: 10.5281/zenodo.17739043
title: RAPID Sandbox

description: RAPID comes along with a set of test files based on a synthetic experiment called the Sandbox. More information is available in SANDBOX.md.
DOI: 10.15468/dl.yw3ch7
title: Occurrence Download

description: A dataset containing 7223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Mustela nivalis"
 ]
}

 The dataset includes 7223 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012233-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6ypjm
title: Occurrence Download

description: A dataset containing 29043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoenicurus auroreus (Pallas, 1776)"
 ]
}

 The dataset includes 29043 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022667-250402121839773/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.26964736.v1
title: Additional file 2 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 2: Supplementary Table S2. Genes with high or low expression in the flower, leaf, or stem.
DOI: 10.6084/m9.figshare.26964739
title: Additional file 3 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 3: Supplementary Table S3. Average FPKM of genes identified in each gene cluster.
DOI: 10.6084/m9.figshare.26964739.v1
title: Additional file 3 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 3: Supplementary Table S3. Average FPKM of genes identified in each gene cluster.
DOI: 10.6084/m9.figshare.26964742
title: Additional file 4 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 4: Supplementary Table S4. Putative Arabidopsis orthologs of hemp Cheungsam DEGs.
DOI: 10.6084/m9.figshare.26964748.v1
title: Additional file 6 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 6: Supplementary Table S6. Lists of KEGG pathways from each gene cluster.
DOI: 10.6084/m9.figshare.26964751.v1
title: Additional file 7 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 7: Supplementary Table S7. Average FPKM of cannabinoid biosynthesis pathway genes in various plant tissues (flower, leaf, stem).
DOI: 10.6084/m9.figshare.26964745.v1
title: Additional file 5 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 5: Supplementary Table S5. Lists of GO terms from each gene cluster.
DOI: 10.6084/m9.figshare.26964748
title: Additional file 6 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 6: Supplementary Table S6. Lists of KEGG pathways from each gene cluster.
DOI: 10.6084/m9.figshare.26964751
title: Additional file 7 of Genome-wide identification of cannabinoid biosynthesis genes in non-drug type Cannabis (Cannabis sativa L.) cultivar

description: Supplementary Material 7: Supplementary Table S7. Average FPKM of cannabinoid biosynthesis pathway genes in various plant tissues (flower, leaf, stem).
DOI: 10.15468/dl.qw9u8u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atelopus pyrodactylus Venegas & Barrio, 2006)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003228-240906103802322/datasets/export for details.
DOI: 10.15468/dl.b4fbej
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Philautus refugii Inger & Stuebing, 1996)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003229-240906103802322/datasets/export for details.
DOI: 10.15468/dl.yj2egj
title: Occurrence Download

description: A dataset containing 47553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "Year 2019-2024"
 ]
}

 The dataset includes 47553 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003226-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvkb9f
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bolitoglossa flavimembris (Schmidt, 1936))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 223 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003231-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/331d7788b496167334992dc53214a942
title: Jornada Basin LTER: Wireless meteorological station at NPP T-WEST site: 1-second summary precipitation data: 2013 - ongoing

description: 1-second summary precipitation data at NPP T-WEST met station. Total precipitation per second is recorded only if there is measurable precipitation. This is recorded at an automated meteorological station installed at Jornada LTER NPP T-WEST site.. This climate station is operated by the Jornada LTER Program. IMPORTANT: Rainfall is only recorded when a bucket tip occurs on the tipping bucket rain gauge. If there is missing data due to equipment or other problems, there will be no indication of this within this dataset. The user needs to review precipitation values in the 30 minute or hourly summary datasets to determine if there are missing data in this 1 second detailed precipitation dataset. Reference the package i.d.'s knb-lter-jrn.210437030, knb-lter-jrn.210437045, and knb-lter-jrn.210437060 for the NPP T-WEST met station 30 minute, hourly, and daily summary datasets, respectively. This is an ONGOING dataset.
DOI: 10.15468/dl.gvz8f9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pampusana sanctaecrucis (Mayr, 1935))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003232-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znqwa3
title: Occurrence Download

description: A dataset containing 47553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "Year 2019-2024"
 ]
}

 The dataset includes 47553 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003230-240906103802322/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.26964766
title: Additional file 2 of Streptomyces avermitilis MICNEMA2022: a new biorational strain for producing abamectin as an integrated nematode management agent

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.26964766.v1
title: Additional file 2 of Streptomyces avermitilis MICNEMA2022: a new biorational strain for producing abamectin as an integrated nematode management agent

description: Supplementary Material 2
DOI: 10.15468/dl.ucq22g
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pristimantis albertus Duellman & Hedges, 2007)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003233-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc6q9r
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Meristogenys penrissenensis Shimada, Matsui, Nishikawa & Eto, 2015)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003234-240906103802322/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.26964767
title: Additional file 1 of Use and perception of risk: traditional medicines of Pakistani immigrants in Norway

description: Supplementary Material 1: Description. Table 4 shows the traditional and scientific names of traditional medicines, their preparation method, purpose of use, dosage, lifestyle advice, and adverse effects
DOI: 10.6084/m9.figshare.26964767.v1
title: Additional file 1 of Use and perception of risk: traditional medicines of Pakistani immigrants in Norway

description: Supplementary Material 1: Description. Table 4 shows the traditional and scientific names of traditional medicines, their preparation method, purpose of use, dosage, lifestyle advice, and adverse effects