cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.eknta4
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ficus benjamina L."
 ]
}

 The dataset includes 161 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0356529-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gz5fu
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Skeptrostachys disoides (Kraenzl.) Garay"
 ]
}

 The dataset includes 32 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135198-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbnrwm
title: Occurrence Download

description: A dataset containing 11637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-47.67441 -2.23787,-47.94495 -2.12965,-48.43193 -2.08096,-49.15158 -2.43266,-49.29768 -2.76814,-49.25439 -3.28218,-48.49145 -4.04511,-47.02551 -3.43634,-46.78202 -3.10087,-47.52873 -2.273,-47.67441 -2.23787))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11637 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015095-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45r86w
title: Occurrence Download

description: A dataset containing 2936 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinothrix diadema (Linnaeus, 1758)"
 ]
}

 The dataset includes 2936 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135233-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g94jf
title: Occurrence Download

description: A dataset containing 7527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 7527 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0356521-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfh5m7
title: Occurrence Download

description: A dataset containing 36640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Fimbristylis dichotoma (L.) Vahl"
 ]
}

 The dataset includes 36640 records from 638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142028-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze3wz5
title: Occurrence Download

description: A dataset containing 289106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimpinella saxifraga L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 289106 records from 701 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062089-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r4uhz
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of the type specimens of Cosmopterigidae (Lepidoptera: Gelechioidea) from research collections of the Zoological Institute, Russian Academy of Sciences"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043000-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6cyxj
title: Occurrence Download

description: A dataset containing 61963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-79.06627053381808 43.09506865827762, -79.0696379541442 43.09596648151234, -79.07317974876698 43.09636549314103, -79.07675971318773 43.09625034721692, -79.08024017183295 43.09562547227949, -79.08348728401647 43.09451490062793, -79.08637620086132 43.09296134192376, -79.08879587294541 43.091024537157985, -79.09065332242707 43.08877895695893, -79.09187721478224 43.08631093358977, -79.09242059310233 43.08371533778609, -79.09226267095164 43.08109192897268, -79.09140961666644 43.07854151972005, -79.0898943011665 43.07616210211832, -79.08777502127514 43.074045084846304, -79.08513324965803 43.072271785108235, -79.08207049932928 43.070910309532046, -79.0787044239082 43.07001294300101, -79.07516430328478 43.06961414483144, -79.07158608710638 43.06972922847291, -79.06810718479248 43.0703537748679, -79.0648612000918 43.071463801734794, -79.06197281023233 43.07301668235065, -79.05955298440746 43.07495277895727, -79.05769472386454 43.0771977287371, -79.05646948660434 43.07966529540261, -79.05592443428507 43.08226067774719, -79.05608060819362 43.08488414884323, -79.05693210614763 43.08743488663829, -79.05844629416467 43.089814849024656, -79.06056504707048 43.091932544384925, -79.06320697242816 43.09370655228219, -79.06627053381808 43.09506865827762))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 61963 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042954-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xdab7s
title: Last of the Wild Project, Version 1, 2002 (LWP-1): Global Human Footprint Dataset (Geographic)

description: The Global Human Footprint Dataset of the Last of the Wild Project, Version 1, 2002 (LWP-1) is the Human Influence Index (HII) normalized by biome and realm. The HII is a global dataset of 1-kilometer grid cells, created from nine global data layers covering human population pressure (population density, population settlements), human land use and infrastructure (built up areas, nighttime lights, land use/land cover), and human access (coastlines, roads, railroads, navigable rivers). The dataset in Clarke 1866 Geographic Coordinate System is produced by the Wildlife Conservation Society (WCS) and the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To provide a map of anthropogenic impacts on the environment in geographic projection which can be used in modeling efforts, wildlife conservation planning, natural resource management, policy-making, biodiversity studies and human-environment interactions.
DOI: 10.15468/dl.pgj7es
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Merostachys argentea"
 ]
}

 The dataset includes 21 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043001-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2gpcf
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena officinalis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 382 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043002-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vu8hvz
title: Occurrence Download

description: A dataset containing 5143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "StateProvince is Navarra Comunidad Foral de",
 "TaxonKey is Podiceps cristatus"
 ]
}

 The dataset includes 5143 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043004-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn5ky6
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Pterocarpus michelianus"
 ]
}

 The dataset includes 83 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043005-250827131500795/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/12998308
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.7910/dvn/obrieo
title: West Africa Coastal Vulnerability Mapping: Gridded Subset of Sub-national Poverty and Extreme Poverty Prevalence

description: The West Africa Coastal Vulnerability Mapping: Gridded Subset of Sub-national Poverty and Extreme Poverty Prevalence represents the HarvestChoice Subnational Poverty and Extreme Poverty Prevalence data set as a one kilometer raster, and includes values within 200 kilometers of the coast. Poverty levels affect the "defenselessness" of populations in the low elevation coastal zone. These data were developed by the Harvest Choice project funded by the Bill and Melinda Gates Foundation. Harvest Choice measured 2005 poverty levels using 2005 purchasing power parity data for two thresholds: $1.25/day and $2/day international poverty lines. The $2/day threshold was selected for this mapping exercise.
description: To provide poverty levels in the coastal zone of West Africa.
DOI: 10.15468/dl.e3zdvq
title: Occurrence Download

description: A dataset containing 4810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.36301 -23.9826,-68.29247 -24.34279,-68.4014 -24.42537,-68.53845 -24.5958,-68.61927 -24.75745,-68.59583 -24.97772,-68.59583 -25.13232,-68.62043 -25.33963,-68.65205 -25.44504,-68.63448 -25.62073,-68.34987 -25.63478,-68.06526 -25.54343,-67.66469 -25.58559,-67.44333 -25.56451,-67.36251 -25.45207,-67.22196 -25.12881,-67.15872 -24.70716,-67.15872 -24.4612,-67.22899 -24.2047,-67.36301 -23.9826))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4810 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043008-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbmkd7
title: Occurrence Download

description: A dataset containing 4079 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stachys tenuifolia"
 ]
}

 The dataset includes 4079 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043007-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mnoytg
title: West Africa Coastal Vulnerability Mapping: Subset of OpenStreetMap (OSM) Roads

description: The West Africa Coastal Vulnerability Mapping: Subset of OpenStreetMap (OSM) Roads data set includes roads within 200 kilometers of the coast and was extracted from the full OSM data set in March 2014. OSM is a global crowdsourced road and street map and is continually being updated.
description: To provide roads linking rural production to urban markets in the coastal zone of West Africa that represent an important exposed infrastructure asset.
DOI: 10.7910/dvn/wemskl
title: West Africa Coastal Vulnerability Mapping: Subset of Global Mammal and Amphibian Richness Grids, 2015 Release

description: The West Africa Coastal Vulnerability Mapping: Subset of Global Mammal and Amphibian Richness Grids, 2015 Release was extracted from the NASA Socioeconomic Data and Applications Center (SEDAC) Gridded Species Distribution collection created from vector data files acquired from the International Union for Conservation of Nature (IUCN) Red List collection. Threatened species include any species classified as vulnerable, endangered, or critically endangered. The data represent the density of threatened mammals and amphibians within 200 kilometers of the coast at a one kilometer resolution.
description: To provide areas of higher richness of threatened species which may be at risk from climate stressors in the coastal zone of West Africa.
DOI: 10.15468/dl.3zvnqn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antipathes fragilis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043009-250827131500795/datasets/export for details.
DOI: 10.15468/dl.edby9y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lebiasina yuruaniensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043010-250827131500795/datasets/export for details.
DOI: 10.7910/dvn/kxpgrp
title: West Africa Coastal Vulnerability Mapping: Subset of JRC Map of Accessibility

description: The West Africa Coastal Vulnerability Mapping: Subset of JRC Map of Accessibility data set is a 30 arc-second raster of travel time to major cities in West Africa within 200 kilometers of the coast. Extensive literature shows that road networks and market accessibility play an important role in development and access to health care and other social services. Greater spatial isolation is assumed to produce higher vulnerability to climate stressors. Market accessibility is defined as the travel time to a location of interest using land (road/off road) or water (navigable river, lake, and ocean) based travel. A team at the Joint Research Centre (JRC) in Ispra, Italy, created a global raster of accessibility using a cost-distance algorithm which computes the "cost" (in units of time) of traveling between two locations on a regular raster grid. The raster grid cells contain values which represent the cost required to travel across them, hence this raster grid is often termed a friction-surface. The friction-surface contains information on the transport network, and environmental and political factors that affect travel times between locations. Transport networks can include road and rail networks, navigable rivers, and shipping lanes. The locations of interest are termed targets, and in the case of this data set, the targets are cities with a population of 50,000 or greater in the year 2000.
description: To provide market accessibility in the coastal zone of West Africa.
DOI: 10.6084/m9.figshare.30010698
title: Exploring the concept of HIV-related stigma toward people living with HIV perspectives from people living with HIV, family members, and healthcare providers in Iran

description: Despite advancements in medical treatment for HIV, stigma related to the virus remains a significant obstacle for people living with HIV. In Iran, social stigma continues to impact the quality of life of patients. This study aimed to investigate the concept of stigma and its effects on people living with HIV. A qualitative study utilizing conventional content analysis was conducted in 2024 at medical centers affiliated with Shahid Beheshti University. Data were gathered through semi-structured interviews with 27 participants were selected, consisting of individuals living with HIV, primary family caregivers, and healthcare providers Analysis identified four main themes: Silent Suffering, Striving for Hope, The Shaky Fabric of the Family, and Unmet Needs. Addressing stigma is crucial for enhancing the well-being of individuals living with HIV. Interventions should focus on education, community involvement, and psychosocial support to address the various challenges they encounter.
DOI: 10.6084/m9.figshare.30010698.v2
title: Exploring the concept of HIV-related stigma toward people living with HIV perspectives from people living with HIV, family members, and healthcare providers in Iran

description: Despite advancements in medical treatment for HIV, stigma related to the virus remains a significant obstacle for people living with HIV. In Iran, social stigma continues to impact the quality of life of patients. This study aimed to investigate the concept of stigma and its effects on people living with HIV. A qualitative study utilizing conventional content analysis was conducted in 2024 at medical centers affiliated with Shahid Beheshti University. Data were gathered through semi-structured interviews with 27 participants were selected, consisting of individuals living with HIV, primary family caregivers, and healthcare providers Analysis identified four main themes: Silent Suffering, Striving for Hope, The Shaky Fabric of the Family, and Unmet Needs. Addressing stigma is crucial for enhancing the well-being of individuals living with HIV. Interventions should focus on education, community involvement, and psychosocial support to address the various challenges they encounter.
DOI: 10.6084/m9.figshare.30010698.v1
title: Exploring the concept of HIV-related stigma toward people living with HIV perspectives from people living with HIV, family members, and healthcare providers in Iran

description: Despite advancements in medical treatment for HIV, stigma related to the virus remains a significant obstacle for people living with HIV. In Iran, social stigma continues to impact the quality of life of patients. This study aimed to investigate the concept of stigma and its effects on people living with HIV. A qualitative study utilizing conventional content analysis was conducted in 2024 at medical centers affiliated with Shahid Beheshti University. Data were gathered through semi-structured interviews with 27 participants were selected, consisting of individuals living with HIV, primary family caregivers, and healthcare providers Analysis identified four main themes: Silent Suffering, Striving for Hope, The Shaky Fabric of the Family, and Unmet Needs. Addressing stigma is crucial for enhancing the well-being of individuals living with HIV. Interventions should focus on education, community involvement, and psychosocial support to address the various challenges they encounter.
DOI: 10.6084/m9.figshare.30078278
title: Emerging pharmacological strategies for the treatment of cannabis use disorder

description: Cannabis use disorder (CUD) is a growing global health concern, with limited pharmacological treatments currently available despite increasing prevalence and legalization trends. This review explores the landscape of pharmacotherapies for CUD, including both repurposed agents and emerging investigational compounds. We summarize findings from recent systematic reviews and meta-analyses, with attention to mechanisms of action and clinical relevance. Agents discussed include gabapentin, N-acetylcysteine, synthetic cannabinoids, fatty acid amide hydrolase (FAAH) inhibitors, orexin receptor antagonists, and psychedelics. A narrative approach was used, informed by targeted searches of PubMed, Google Scholar, and clinical trial registries from 2000 to 2025, focusing on human studies, randomized trials, and meta-analyses relevant to pharmacologic management of CUD. The pharmacologic treatment of CUD is in its early stages, with no approved agents and modest efficacy demonstrated to date. Novel compounds targeting endocannabinoid tone and motivational circuits show promise, but significant research is still needed. Future progress depends on better integration with behavioral care, trial stratification by clinical phenotype, and increased investment in translational research to move beyond withdrawal symptom management toward sustained recovery.
DOI: 10.6084/m9.figshare.30078278.v1
title: Emerging pharmacological strategies for the treatment of cannabis use disorder

description: Cannabis use disorder (CUD) is a growing global health concern, with limited pharmacological treatments currently available despite increasing prevalence and legalization trends. This review explores the landscape of pharmacotherapies for CUD, including both repurposed agents and emerging investigational compounds. We summarize findings from recent systematic reviews and meta-analyses, with attention to mechanisms of action and clinical relevance. Agents discussed include gabapentin, N-acetylcysteine, synthetic cannabinoids, fatty acid amide hydrolase (FAAH) inhibitors, orexin receptor antagonists, and psychedelics. A narrative approach was used, informed by targeted searches of PubMed, Google Scholar, and clinical trial registries from 2000 to 2025, focusing on human studies, randomized trials, and meta-analyses relevant to pharmacologic management of CUD. The pharmacologic treatment of CUD is in its early stages, with no approved agents and modest efficacy demonstrated to date. Novel compounds targeting endocannabinoid tone and motivational circuits show promise, but significant research is still needed. Future progress depends on better integration with behavioral care, trial stratification by clinical phenotype, and increased investment in translational research to move beyond withdrawal symptom management toward sustained recovery.
DOI: 10.34740/kaggle/dsv/12998341
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17077945
title: Development and Validation of an AI-Based Predictive Model for Osteoporosis Risks in Women Using Clinical and Lifestyle Data: A Tool to Guide Preventive Physical Therapy.

description: This study aims to develop an artificial intelligence-based predictive model to assess the risk of osteoporosis in women using easily obtainable clinical data. The model relies on simple health information such as age, weight, height, family history, and physical activity levels, enabling early risk prediction and timely preventive interventions. This approach supports primary prevention, enhances planning for physical therapy, and reduces complications associated with osteoporosis, while being easily implementable in routine clinical practice.