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

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora drechsleri",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018069-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.694dt2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Butea superba"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018071-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkt828
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis jester"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018072-251120083545085/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.30747130
title: Catalysing social innovation in the Amazon: addressing geographic marginalisation and enhancing social value through innovative banking approaches

description: The Amazon, one of the world's most biodiverse and culturally rich regions, faces ongoing socioeconomic and geographic challenges. These challenges have led to the marginalisation of local communities, hindering access to essential services and economic opportunities. This study investigates how do community development banks combat geographic marginalisation by promoting other social innovations through microcredit schemes. We adopted a qualitative methodology, utilising case studies and in-depth interviews, to identify the types of social innovation present in the case and discuss how social innovation can be developed within the community to enhance geographic demarginalisation in the Amazon. The practical implications demonstrate that community development banks in remote areas contribute to geographic demarginalisation by connecting isolated communities with broader markets. This is achieved through innovative financial solutions that foster social innovation, promote local business practices, and strengthen community empowerment networks. Our results demonstrate that social innovation can be leveraged to address the challenges of geographic and socioeconomic marginalisation in the Amazon.
DOI: 10.6084/m9.figshare.30747130.v1
title: Catalysing social innovation in the Amazon: addressing geographic marginalisation and enhancing social value through innovative banking approaches

description: The Amazon, one of the world's most biodiverse and culturally rich regions, faces ongoing socioeconomic and geographic challenges. These challenges have led to the marginalisation of local communities, hindering access to essential services and economic opportunities. This study investigates how do community development banks combat geographic marginalisation by promoting other social innovations through microcredit schemes. We adopted a qualitative methodology, utilising case studies and in-depth interviews, to identify the types of social innovation present in the case and discuss how social innovation can be developed within the community to enhance geographic demarginalisation in the Amazon. The practical implications demonstrate that community development banks in remote areas contribute to geographic demarginalisation by connecting isolated communities with broader markets. This is achieved through innovative financial solutions that foster social innovation, promote local business practices, and strengthen community empowerment networks. Our results demonstrate that social innovation can be leveraged to address the challenges of geographic and socioeconomic marginalisation in the Amazon.
DOI: 10.15468/dl.77dk6q
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poromya rostrata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 144 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018075-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17752091
title: Single-Cell Transcriptomic Profiling of Fixed PBMCs using FLEX panel Reveals Trimester-Specific Immune Adaptations in Pregnancy

description: Single-cell RNA sequencing (scRNA-seq) has transformed molecular biology by enabling high-resolution mapping of cellular heterogeneity. However, conventional scRNA-seq technologies are primarily restricted to fresh or methanol-fixed samples, posing challenges for the analysis of formaldehyde-fixed or formalin-fixed, paraffin-embedded (FFPE) tissues. Recently, 10x Genomics introduced the Single Cell Gene Expression Flex (10x-FLEX) platform to facilitate scRNA-seq profiling of formaldehyde-fixed or FFPE samples. However, only a limited number of studies have applied this method. Here, we employed 10x-FLEX scRNA-seq on formaldehyde-fixed peripheral blood mononuclear cells (PBMCs) from first- and third-trimester pregnant women to investigate immune adaptations during pregnancy. Our findings validate that 10x-FLEX identifies the same immune cell types as conventional 10x 3′ chemistry, while providing enhanced sensitivity for sparsely populated immune subsets and subtle transcriptional variations. We observed functional enrichments in CD14⁺ monocytes, CD16⁺ monocytes, and NK cells across trimesters. Notably, peripheral NK cells showed enrichment of epithelial–mesenchymal transition (EMT) and tissue remodeling pathways, suggesting a potential role in developmental regulation during late gestation. Furthermore, we detected trimester-specific activation of immune signaling pathways, including SN, THBS, TNF, GAS, TWEAK, and NRGR signaling during early pregnancy, and TRAIL and complement pathways during late pregnancy. We also identified APP–CD74 ligand–receptor interactions upregulated in CD14⁺ monocytes in the third trimester, reflecting altered intercellular communication across gestation. Together, these results demonstrate the robustness of 10x-FLEX in capturing biologically meaningful transcriptional and signaling dynamics in fixed PBMCs, highlighting its promise for single-cell transcriptomic analysis of fixed clinical specimens in maternal–fetal immunology.
DOI: 10.5281/zenodo.17752090
title: Single-Cell Transcriptomic Profiling of Fixed PBMCs using FLEX panel Reveals Trimester-Specific Immune Adaptations in Pregnancy

description: Single-cell RNA sequencing (scRNA-seq) has transformed molecular biology by enabling high-resolution mapping of cellular heterogeneity. However, conventional scRNA-seq technologies are primarily restricted to fresh or methanol-fixed samples, posing challenges for the analysis of formaldehyde-fixed or formalin-fixed, paraffin-embedded (FFPE) tissues. Recently, 10x Genomics introduced the Single Cell Gene Expression Flex (10x-FLEX) platform to facilitate scRNA-seq profiling of formaldehyde-fixed or FFPE samples. However, only a limited number of studies have applied this method. Here, we employed 10x-FLEX scRNA-seq on formaldehyde-fixed peripheral blood mononuclear cells (PBMCs) from first- and third-trimester pregnant women to investigate immune adaptations during pregnancy. Our findings validate that 10x-FLEX identifies the same immune cell types as conventional 10x 3′ chemistry, while providing enhanced sensitivity for sparsely populated immune subsets and subtle transcriptional variations. We observed functional enrichments in CD14⁺ monocytes, CD16⁺ monocytes, and NK cells across trimesters. Notably, peripheral NK cells showed enrichment of epithelial–mesenchymal transition (EMT) and tissue remodeling pathways, suggesting a potential role in developmental regulation during late gestation. Furthermore, we detected trimester-specific activation of immune signaling pathways, including SN, THBS, TNF, GAS, TWEAK, and NRGR signaling during early pregnancy, and TRAIL and complement pathways during late pregnancy. We also identified APP–CD74 ligand–receptor interactions upregulated in CD14⁺ monocytes in the third trimester, reflecting altered intercellular communication across gestation. Together, these results demonstrate the robustness of 10x-FLEX in capturing biologically meaningful transcriptional and signaling dynamics in fixed PBMCs, highlighting its promise for single-cell transcriptomic analysis of fixed clinical specimens in maternal–fetal immunology.
DOI: 10.15468/dl.2f8wwe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora elongata",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018074-251120083545085/datasets/export for details.
DOI: 10.15468/dl.kzqj7f
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Rana dalmatina",
 "Year 2015-2025"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018076-251120083545085/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.30747134
title: Comprehensive School Readiness Assessment Scale DataSet

description: This study aimed to develop the Comprehensive School Readiness Assessment Scale (COSRAS), a multidimensional measure for evaluating the school readiness of children aged 57–72 months.
DOI: 10.6084/m9.figshare.30747134.v1
title: Comprehensive School Readiness Assessment Scale DataSet

description: This study aimed to develop the Comprehensive School Readiness Assessment Scale (COSRAS), a multidimensional measure for evaluating the school readiness of children aged 57–72 months.
DOI: 10.15468/dl.fz2uhd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis johannesdei"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018078-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuh6wu
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((55.52623 -21.54735,58.56181 -20.39297,63.46436 -19.86566,63.63538 -19.49512,57.47869 -19.82291,55.81126 -20.77776,54.97041 -20.02243,51.96919 -14.77532,50.48242 -10.51212,45.03831 -12.47884,44.7676 -12.70893,45.15232 -13.21993,45.58448 -12.8086,50.42541 -10.62614,51.91219 -14.86083,55.23281 -21.36039,55.52623 -21.54735))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphipoda"
 ]
}

 The dataset includes 338 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018077-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17768484
title: Replication Package for "Democracy, Redistribution, and Inequality: Evidence from the English Poor Law"

description: This package contains the data, programs and instructions to replicate manuscript "Democracy, Redistribution, and Inequality: Evidence from the English Poor Law" by Jonathan Chapman forthcoming at JEEA.”
DOI: 10.5281/zenodo.17768483
title: Replication Package for "Democracy, Redistribution, and Inequality: Evidence from the English Poor Law"

description: This package contains the data, programs and instructions to replicate manuscript "Democracy, Redistribution, and Inequality: Evidence from the English Poor Law" by Jonathan Chapman forthcoming at JEEA.”
DOI: 10.15468/dl.w6qn3y
title: Occurrence Download

description: A dataset containing 195171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-44.29573 -23.89947,-45.73215 -22.73259,-49.12984 -23.92472,-48.19064 -25.95344,-44.29573 -23.89947))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 195171 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017984-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y2pwr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austrocochlea piperina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018079-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h24pw
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora erythroseptica",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018080-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17770651
title: AMX
DOI: 10.5281/zenodo.17770650
title: AMX
DOI: 10.15468/dl.vaygju
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis jubatus"
 ]
}

 The dataset includes 117 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018081-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17770630
title: Single-cell morphometric feature-barcode matrices for two RT patients (DLBCL and cHL)

description: This dataset corresponds to the feature barcode matrices required to create the Seurat objects corresponding to each of two RT patients as described in the manuscript “Single-cell morphometrics from hematoxylin and eosin-stained images reveals subtype-specific features in chronic lymphocytic leukemia”These Seurat objects contain morphometric data derived from segmentation and measurement conducted in a previous step with Cell Profiler. These feature barcode matrix data were created prior to integration by Harmony
DOI: 10.5281/zenodo.17770629
title: Single-cell morphometric feature-barcode matrices for two RT patients (DLBCL and cHL)

description: This dataset corresponds to the feature barcode matrices required to create the Seurat objects corresponding to each of two RT patients as described in the manuscript “Single-cell morphometrics from hematoxylin and eosin-stained images reveals subtype-specific features in chronic lymphocytic leukemia”These Seurat objects contain morphometric data derived from segmentation and measurement conducted in a previous step with Cell Profiler. These feature barcode matrix data were created prior to integration by Harmony
DOI: 10.15468/dl.33by6n
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mipus miyokoae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018082-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z4kph
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora estuarina",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018083-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zhhfce
title: Records of plant species in Ukraine according to authorized Internet resources

description: The dataset contains plant occurrence records from Ukraine that were previously published in selected, author-verified online sources. This information is crucial for assessing the impacts of the Russian-Ukrainian war and therefore primarily includes plant data from Ukraine’s steppe zone, which since 2022 has been almost entirely affected by military operations or has fallen under occupation. Scientific research in this area has ceased, and the territory has suffered extensive destruction due to shelling, airstrikes, construction of fortifications, and wildfires. In addition, invasive plant species have begun to spread spontaneously throughout the region. 
All previously collected biodiversity information from these territories has now become historical and can be used in the future to assess the consequences of the war. There is also an urgent need to preserve the data themselves. Some authors, including those who previously maintained personal websites with photographs and insect collections, have stopped working in these areas and have left the occupied part of Ukraine. The online sources used to compile this dataset are not represented in GBIF. Moreover, there is reason to believe that such sources may cease to exist in the near future, which would result in the permanent loss of important data. Thus, the dataset provides a detailed overview of information that was previously published in individual online sources and concerns the territory of Ukraine.
DOI: 10.15468/dl.92tm8f
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis karcharias"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018084-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6gbz4
title: Occurrence Download

description: A dataset containing 4717924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-44.29573 -23.89947,-45.73215 -22.73259,-49.12984 -23.92472,-48.19064 -25.95344,-44.29573 -23.89947))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 4717924 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017982-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7m6mw
title: Occurrence Download

description: A dataset listing the 462499 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset's 462499 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018073-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13127/sd/ejrchkljal
title: Seismic Data from DIVEnet Network, Val d'Ossola (ICDP-DIVE)

description: This network aims to monitor the seismicity in the area where two drillings for the ICDP DIVE projects are ongoing. We installed short period to BB sensors with the purpuse to well localize local seismicity but also to use this data to study the structure beneath the network, also having the borehole logs and other shallow geophysical studies to compare with. The area interested by these projects is where outcrops the best lower continental crust sequence and where the continental Moho is probably the shallowest in the Earth (3 km depth).
DOI: 10.15468/dl.6fxegj
title: Occurrence Download

description: A dataset containing 129917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 34.085278",
 "DecimalLatitude is less than or equal to 39.085278",
 "DecimalLongitude is greater than or equal to 10.0",
 "DecimalLongitude is less than or equal to 15.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 129917 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018048-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4uznd
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora europaea",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018086-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugp4ke
title: Occurrence Download

description: A dataset containing 5513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trivia arctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5513 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018087-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4zbzh
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis kelephas"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018088-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pywre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nisiturris diezi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018090-251120083545085/datasets/export for details.