cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31275061.v1
title: Raw Data File for the : Microglia cause HIV-induced transcriptional and metabolomic changes in human neural organoids

description: Raw data for the figures with individual data point
DOI: 10.15468/dl.5ma9uj
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpentaria acuminata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 109 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016001-260129131611470/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.31275040
title: Prevalence and Determinants of Food Insecurity Among Internally Displaced Populations in Sagaing Region, Northwest Myanmar

description: Dataset used for Assessing the Prevalence and Determinants of Food Insecuirty among IDP in Sagaing, Myanmar, in 2026.
DOI: 10.6084/m9.figshare.31275040.v1
title: Prevalence and Determinants of Food Insecurity Among Internally Displaced Populations in Sagaing Region, Northwest Myanmar

description: Dataset used for Assessing the Prevalence and Determinants of Food Insecuirty among IDP in Sagaing, Myanmar, in 2026.
DOI: 10.15468/dl.uwgyn3
title: Occurrence Download

description: A dataset containing 578276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvelinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 578276 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015985-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7tsyu
title: Occurrence Download

description: A dataset containing 4101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrilus planipennis",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 4101 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013391-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyv9kd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpoxylon macrospermum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016002-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qyd9r
title: Occurrence Download

description: A dataset containing 49503 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, scientificname, decimallatitude, decimallongitude, eventdate, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude 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 "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -28.773895969281842
 AND decimallatitude &lt;= -24.552553756517728
 AND decimallongitude &gt;= 137.54119457598475
 AND decimallongitude &lt;= 146.15102397859218
 AND GBIF_Within('POLYGON ((146.151024 -28.773896, 146.151024 -24.552554, 137.541195 -24.552554, 137.541195 -28.773896, 146.151024 -28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 49503 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015997-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502550
title: ماهیت فوتونی مادٔه تاریک در رژیم هم چگال حجمی در چارچوب دینامیک دافعه حجمی پیوسته

description: مادٔه تاریک و فوتون از نظر ماهیت بنیادی هم‌ریشه اند و هر دو از انرژی گرمایی ناشی از همپوشانی ذرات انرژی تاریک سرچشمه میگیرند، با این تفاوت که فوتون در فاز کوانتیده و آزاد، و مادٔه تاریک در فاز اشباع‌شده و محبوس قرار دارد. این تمایز فازی میتواند به طور همزمان عدم برهمکنش فوتون و مادٔه تاریک، و پدیدٔه لنز گرانشی را بدون توسل به نیروی مستقیم توضیح دهد
DOI: 10.5281/zenodo.18502594
title: ماهیت فوتونی مادٔه تاریک در رژیم هم چگال حجمی در چارچوب دینامیک دافعه حجمی پیوسته

description: مادٔه تاریک و فوتون از نظر ماهیت بنیادی هم‌ریشه اند و هر دو از انرژی گرمایی ناشی از همپوشانی ذرات انرژی تاریک سرچشمه میگیرند، با این تفاوت که فوتون در فاز کوانتیده و آزاد، و مادٔه تاریک در فاز اشباع‌شده و محبوس قرار دارد. این تمایز فازی میتواند به طور همزمان عدم برهمکنش فوتون و مادٔه تاریک، و پدیدٔه لنز گرانشی را بدون توسل به نیروی مستقیم توضیح دهد
DOI: 10.5281/zenodo.18502657
title: Assessment of Past and Future Droughts in the Kashmir Himalaya under Changing Climatic Conditions (1980–2100)

description: This study investigates the historical trends (1980-2020) and future projections (2021-2100) of droughts in the Kashmir Himalaya, India, employing a combination of observational data, ERA5 reanalysis data and climate model simulations under SSP2-4.5 and SSP5-8.5 scenarios. To capture the unique topoclimatic complexities of the region, statistically downscaled and bias-corrected ensemble climate model data were employed. A multi-index drought assessment framework was adopted, incorporating the Deciles index, Aridity index, Standardized Precipitation index and Drought Area Index. Meteorological drought years were further validated using lean streamflow records from the River Jhelum and its tributaries, ensuring the robustness of the findings. The baseline period (1980-2020) identified 21 drought years, deepening drought recurrence and severity, indicating a clear signal of climate change. Future projections revealed drought amplification, under SSP2-4.5 scenario, declining precipitation is projected to results in more frequent drought years, whereas the SSP5-8.5 scenario shows comparatively fewer drought occurrences due to increased precipitation. Rising heat and erratic rain will deepen water stress, making severe, prolonged droughts commonplace by late-century. The southern and south-western parts of the Kashmir valley are projected to be most vulnerable, while the north-eastern high-elevation regions remain relatively resilient due to persistent sub-zero temperatures. These findings have critical implications for water resource management, agriculture, and disaster preparedness in the Kashmir Himalaya. This study provides valuable insights and a baseline information for policymakers and stakeholders to develop evidence-based region-specific adaptation strategies to combat the cascading impacts of drought on ecosystems and livelihoods in the climatically sensitive Himalayan region.
DOI: 10.5281/zenodo.18502658
title: Assessment of Past and Future Droughts in the Kashmir Himalaya under Changing Climatic Conditions (1980–2100)

description: This study investigates the historical trends (1980-2020) and future projections (2021-2100) of droughts in the Kashmir Himalaya, India, employing a combination of observational data, ERA5 reanalysis data and climate model simulations under SSP2-4.5 and SSP5-8.5 scenarios. To capture the unique topoclimatic complexities of the region, statistically downscaled and bias-corrected ensemble climate model data were employed. A multi-index drought assessment framework was adopted, incorporating the Deciles index, Aridity index, Standardized Precipitation index and Drought Area Index. Meteorological drought years were further validated using lean streamflow records from the River Jhelum and its tributaries, ensuring the robustness of the findings. The baseline period (1980-2020) identified 21 drought years, deepening drought recurrence and severity, indicating a clear signal of climate change. Future projections revealed drought amplification, under SSP2-4.5 scenario, declining precipitation is projected to results in more frequent drought years, whereas the SSP5-8.5 scenario shows comparatively fewer drought occurrences due to increased precipitation. Rising heat and erratic rain will deepen water stress, making severe, prolonged droughts commonplace by late-century. The southern and south-western parts of the Kashmir valley are projected to be most vulnerable, while the north-eastern high-elevation regions remain relatively resilient due to persistent sub-zero temperatures. These findings have critical implications for water resource management, agriculture, and disaster preparedness in the Kashmir Himalaya. This study provides valuable insights and a baseline information for policymakers and stakeholders to develop evidence-based region-specific adaptation strategies to combat the cascading impacts of drought on ecosystems and livelihoods in the climatically sensitive Himalayan region.
DOI: 10.15468/dl.2wudh9
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caryota rumphiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 116 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016004-260129131611470/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.29834000
title: Hypothesis testing for two sample comparison of non Euclidean network data

description: Networks are a major type of object data containing numeric and geometrical information that needs to be appropriately parameterized in a non Euclidean space. The development of statistical methodologies for network data is challenging and currently under active investigation. In particular, the non Euclidean counterpart of the two-sample test for network data is still scarce in literature. This study presents a novel framework, NEPTUNE, for comparing two independent samples of non Euclidean networks. Specifically, we elucidate that network data geometry can be properly accounted for in quotient Euclidean space and propose a computationally efficient approximation to the true geodesic by considering a feasible path in such space. A novel distance metric is proposed by combining the geodesic approximation with network spectral distance to quantify both local and global dissimilarity of networks. The permutation test is then adapted to verify the distributional equality of two independent groups of networks. In addition, we conduct a comprehensive study of asymptotic statistical properties. Those results may be useful for other studies that rely on distance-based inference. Comprehensive simulation studies and real applications are conducted to demonstrate the superior performance of our method over selected alternatives. A high-dimensional extension of our method is explored as well.
DOI: 10.6084/m9.figshare.29834000.v1
title: Hypothesis testing for two sample comparison of non Euclidean network data

description: Networks are a major type of object data containing numeric and geometrical information that needs to be appropriately parameterized in a non Euclidean space. The development of statistical methodologies for network data is challenging and currently under active investigation. In particular, the non Euclidean counterpart of the two-sample test for network data is still scarce in literature. This study presents a novel framework, NEPTUNE, for comparing two independent samples of non Euclidean networks. Specifically, we elucidate that network data geometry can be properly accounted for in quotient Euclidean space and propose a computationally efficient approximation to the true geodesic by considering a feasible path in such space. A novel distance metric is proposed by combining the geodesic approximation with network spectral distance to quantify both local and global dissimilarity of networks. The permutation test is then adapted to verify the distributional equality of two independent groups of networks. In addition, we conduct a comprehensive study of asymptotic statistical properties. Those results may be useful for other studies that rely on distance-based inference. Comprehensive simulation studies and real applications are conducted to demonstrate the superior performance of our method over selected alternatives. A high-dimensional extension of our method is explored as well.
DOI: 10.15468/dl.hdp68e
title: Occurrence Download

description: A dataset containing 4571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Australian Microbiome 18S (Eukaryote) Dataset of Terrestrial Samples",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlorococcaceae"
 ]
}

 The dataset includes 4571 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016005-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14750648
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.b6wfuf
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceroxylon quindiuense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 164 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016007-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502289
title: Reactiva Brañosera. Gateway 01, 02, 03: Datos CFlux

description: Este conjunto de datos contiene mediciones de respiración del suelo obtenidas mediante sistemas automatizados CFLUX-1 en el municipio de Brañosera (Palencia, España), en el marco del Proyecto Biodiversidad coordinado por el IUFOR (UVa). La metodología emplea estaciones Raspberry Pi que actúan como gateways, gestionando ciclos de encendido mediante relés y recolección de datos vía comunicación serial.

El dataset incluye tres archivos CSV correspondientes a los Gateways 01, 02 y 03, que consolidan los resultados finales de cada ciclo de medición en cámara cerrada (Extension Code 55). Los datos proporcionan tasas de flujo calculadas por regresión lineal (srl_rate) y cuadrática (srq_rate), junto con variables auxiliares como temperatura del aire, presión atmosférica, humedad (H2O) y voltaje del sistema. Cada registro está vinculado a la estampa de tiempo interna del sensor para garantizar la precisión cronológica de las muestras.
DOI: 10.5281/zenodo.18502288
title: Reactiva Brañosera. Gateway 01, 02, 03: Datos CFlux

description: Este conjunto de datos contiene mediciones de respiración del suelo obtenidas mediante sistemas automatizados CFLUX-1 en el municipio de Brañosera (Palencia, España), en el marco del Proyecto Biodiversidad coordinado por el IUFOR (UVa). La metodología emplea estaciones Raspberry Pi que actúan como gateways, gestionando ciclos de encendido mediante relés y recolección de datos vía comunicación serial.

El dataset incluye tres archivos CSV correspondientes a los Gateways 01, 02 y 03, que consolidan los resultados finales de cada ciclo de medición en cámara cerrada (Extension Code 55). Los datos proporcionan tasas de flujo calculadas por regresión lineal (srl_rate) y cuadrática (srq_rate), junto con variables auxiliares como temperatura del aire, presión atmosférica, humedad (H2O) y voltaje del sistema. Cada registro está vinculado a la estampa de tiempo interna del sensor para garantizar la precisión cronológica de las muestras.
DOI: 10.15468/dl.tx6me9
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaedorea alternans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 71 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016008-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ahavq
title: Occurrence Download

description: A dataset containing 11680878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2019",
 "Geometry POLYGON((-25.0 49.0, 45.0 49.0, 45.0 54.0, -25.0 54.0, -25.0 49.0))"
 ]
}

 The dataset includes 11680878 records from 650 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015992-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5h3ym82bnb.1
title: Human intestinal organoids with an autologous tissue-resident immune compartment

description: The intimate relationship between the epithelium and the immune system is crucial for maintaining tissue homeostasis, with perturbations in epithelial-immune interactions linked to autoimmune disease and cancer. Whereas stem cell-derived organoids are powerful models of tissue-specific epithelial function, these structures lack tissue-resident immune cells that are essential for capturing organ-level processes. We describe human intestinal immuno-organoids (IIOs), formed through self-organization of epithelial organoids and autologous tissue-resident memory T cells (TRMs), a portion of which integrate within the IIO epithelium and survey the barrier. IIO formation was driven by TRM migration and interaction with epithelial cells, as orchestrated by TRM-enriched transcriptomic programs governing cell motility and epithelial inspection. We combined IIOs and single-cell transcriptomics to investigate intestinal inflammation triggered by cancer-targeting biologics in patients, and found that the system produces outcomes that are consistent with aspects of clinically observed adverse events. The tractability of the system allowed dissection of the cellular mechanisms underlying these effects. Inflammation was associated with the emergence of an activated population of CD8+ T cells, which progressively acquired intraepithelial and cytotoxic features. The appearance of this effector population was preceded and likely orchestrated by a Th1-like CD4+ population, which initially displayed a cytokine-producing character and subsequently became cytotoxic itself. A system amenable to direct perturbation and interrogation, IIOs allowed us to identify the Rho pathway as a novel target for mitigating immunotherapy-associated intestinal inflammation. Given that they recapitulate both the phenotypic outcomes and the underlying inter-lineage immune interactions, IIOs can be used to broadly study tissue-resident immune responses in the context of tumorigenesis, infectious and autoimmune diseases.
Data provided here reprent the raw count matrices for all 10x scRNA-seq experiments showcased in this study. Specifically P1-3 are three human individuals whose samples provided materials three experimental conditions each (TRM alone, IIO, Epithelial organoid + PBMC) sequenced after 24h of in vitro culture. P4 is a human individual whose tissues provided material for three experimental conditions probing IIO model response to EpCAM-TCB stimulation at 4h and 48h after treatment as well as a control condition (DP47) at 4h of culture. Count matrices are provided in CSV file format while the Supplementary Information Table 1 file collects metadata around the single cells that contributed to the results supporting the conclusions of this study.
DOI: 10.15468/dl.wcnzch
title: Occurrence Download

description: A dataset containing 12542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aubrieta deltoidea (L.) DC."
 ]
}

 The dataset includes 12542 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050718-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112039257
title: Cuneiform Tablet 1913.14.1702, Spurlock 1913.14.1702

description: [Text Description:] Receipt of dates for workers ❧ [Text or Publication Number Note:] Spurlock 1913.14.1702; CDLI P421553 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Light Brown (7.5YR 6/4) -body Medium to Dark Gray (N 4.5/ 15.6% R) -dark discoloration White (N 9.25/ 84.2% R) -light discoloration ❧ [Physical Object Note:] 3.8 x 2.6 x 1.7 cm (17 g)
DOI: 10.15468/dl.wybwdr
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chironectes minimus (Zimmermann, 1780)"
 ]
}

 The dataset includes 756 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226262-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkt9fs
title: Occurrence Download

description: A dataset containing 908 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noturus phaeus Taylor, 1969"
 ]
}

 The dataset includes 908 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013813-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re3nq4
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Matthiola torulosa (Thunb.) DC."
 ]
}

 The dataset includes 69 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050759-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038693
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)