cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17220231
title: Ontology and Knowledge Graph (TTL) regarding "Smart, Data-driven Decision Support for Neighborhood-Scale Energy Retrofit Planning"

description: This dataset accompanies the manuscript “Smart, Data-driven Decision Support for Neighborhood-Scale Energy Retrofit Planning”

It contains the modular ontology, the instantiated Knowledge Graph (KG), example SPARQL queries, and the System Advisor Model (SAM) file used in the Technical University of Crete (TUC) campus case study.

The KG underpins a neighborhood-scale KG–DT decision-support workflow that integrates Life Cycle Assessment (LCA) and Life Cycle Costing (LCC) indicators with renovation scenarios and real sensor/simulation data. It enables SPARQL queries across 16 intervention scenarios (PV and PV+Battery), retrieving environmental and economic KPIs in a reproducible and extensible way.

The ontology reuses elements from Brick, SAREF (Core, 4City, 4Energy), and a BIMERR ontologies, providing an interoperable schema for representing:





Neighborhoods, buildings, and infrastructure




Energy assets (PV, batteries, inverters)




Sensors and time-series data (linked via UUIDs in a live database)




LCA/LCC scenario results and KPIs


Stakeholders and Scoring


The dataset is intended to support transparent, reproducible, and scalable analyses at neighborhood level, and can be readily extended to other building clusters, datasets, or intervention types.
DOI: 10.15468/dl.3nnx2q
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabanus sapporoensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002826-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/2txjmp
title: Phenological observations of biota on the territory of Prioksko-Terrasnyi biosphere reserve

description: “Chronicles of Nature” are a standard report format in use since the 1930s that collects the annual for phenology and biodiversity data in the Nature Reserves of Russia. These reports include data gathered by professional researchers using standardized methodologies in a system of strictly protected areas (in Russian “zapovednik”), that represents the world’s first continent-wide long-term monitoring scheme.
Here we provide a long-term dataset on phenological phenomena for the territory of Prioksko-Terrasnyi Biosphere Reserve (Moscow region, Russia) collected in course of the “Chronicles of Nature” scientific program. The data cover the period of 75 years, 1946-2020.
Since 1946 up to 1993 field data were collected by staff researchers of the Federal State Budgetary Institution (FSBI) “Prioksko-Terrasnyi National Nature Biosphere Reserve named after M.A. Zablotsky”, that conducts legal management of the biosphere reserve. Over the years in the pnenological monitoring were involved: A.S. Liseev, L.P. Poznanin, D.A. Koriakin, G.A. Milovanova, E.M. Kaliaeva, L.V. Zablotskaya, M.M. Zablotskaya, E.V. Lavreneva, V.I. Danilov, V.T. Popchenko, L.A. Panicheva, M.Kh. Ableev (1946-1993), M.M. Zablotskaya and G.V. Sokolova (1993-2016), G.V. Sokolova and A.V. Tarasov (2017-2019). The rangers of the Biosphere Reserve also participated in data collection during 1946-2015.
The dataset includes observation dates of 32 types of events in the life of various taxa of animals (birds, insects, and arachnids), fungi, and vascular plants were observed annually. For vascular plants we recorded 15 annual events described vegetation, flowering, fruiting and withering; 8 for birds (for example, spring and autumn migration, reproduction and wintering), 5 for insects, and 2 for arachnids and fungi.
The second version of the data set is presented. In comparison with the previous one, all phenological sampling plots are georeferenced more exactly, about 2000 incorrect records were excluded or corrected. This version systematizes phenomena, specifies the phenomena names and indicators of phenomena (methods of the registration). We also added about 1000 records from reports, missing in the first version for 1948-2016 and updated the data for 2017-2023
DOI: 10.15468/dl.6ux3jr
title: Occurrence Download

description: A dataset containing 10646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-58.42557 -34.85632,-58.41292 -34.8738,-58.40721 -34.86552,-58.41802 -34.85238,-58.42557 -34.85632))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10646 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002827-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.debvvk
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Apocynum venetum"
 ]
}

 The dataset includes 100 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002828-260119153935675/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.31095994
title: Library Marketing and Communication Strategies on Social Media: A Bibliometric Review _ dataset

description: This study examines the intellectual structure and thematic development of library marketing and social media strategies to provide information for public library leadership and strategic planning. Using a bibliometric analysis of 379 articles from the Web of Science Core Collection, the research maps interdisciplinary progress in this field over the past twenty years. The analysis reveals a significant paradigm shift in library services from traditional promotional methods to data-driven and human-centered service models. These findings indicate that effective engagement for library managers now largely depends on integrating strategic communication frameworks with advanced interdisciplinary collaboration. The study concludes that successful implementation requires investment in qualified personnel capable of guiding this conceptual transformation. By positioning library marketing within the broader context of strategic communication, this research offers a new approach for managers and directors seeking to align their institutions with contemporary service demands.lib
DOI: 10.6084/m9.figshare.31095994.v1
title: Library Marketing and Communication Strategies on Social Media: A Bibliometric Review _ dataset

description: This study examines the intellectual structure and thematic development of library marketing and social media strategies to provide information for public library leadership and strategic planning. Using a bibliometric analysis of 379 articles from the Web of Science Core Collection, the research maps interdisciplinary progress in this field over the past twenty years. The analysis reveals a significant paradigm shift in library services from traditional promotional methods to data-driven and human-centered service models. These findings indicate that effective engagement for library managers now largely depends on integrating strategic communication frameworks with advanced interdisciplinary collaboration. The study concludes that successful implementation requires investment in qualified personnel capable of guiding this conceptual transformation. By positioning library marketing within the broader context of strategic communication, this research offers a new approach for managers and directors seeking to align their institutions with contemporary service demands.lib
DOI: 10.15468/dl.zpctpw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.344 -1.093818, 110.273724 -1.099384, 110.205178 -1.115945, 110.140048 -1.143094, 110.079938 -1.180162, 110.026327 -1.226237, 109.980535 -1.280185, 109.94369 -1.340677, 109.916698 -1.406226, 109.900226 -1.475217, 109.89468 -1.545952, 109.900197 -1.616689, 109.916642 -1.685687, 109.943613 -1.751246, 109.980445 -1.811752, 110.026232 -1.865714, 110.079847 -1.911804, 110.139971 -1.948885, 110.205122 -1.976044, 110.273695 -1.992612, 110.344 -1.99818, 110.414305 -1.992612, 110.482878 -1.976044, 110.548029 -1.948885, 110.608153 -1.911804, 110.661768 -1.865714, 110.707555 -1.811752, 110.744387 -1.751246, 110.771358 -1.685687, 110.787803 -1.616689, 110.79332 -1.545952, 110.787774 -1.475217, 110.771302 -1.406226, 110.74431 -1.340677, 110.707465 -1.280185, 110.661673 -1.226237, 110.608062 -1.180162, 110.547952 -1.143094, 110.482822 -1.115945, 110.414276 -1.099384, 110.344 -1.093818))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002829-260119153935675/datasets/export for details.
DOI: 10.5518/1589
title: Molecular Crystals 4D-STEM Dataset for Microscopic Dislocation Analysis

description: Original scanning electron diffraction data were acquired on p-terphenyl, anthracene, theophylline, and leaf wax samples presented in the linked publication. The dataset also contains associated calibration data of Au-X grating and MoO3. The data is presented in HDF5 file format, consistent with the hyperspy Python package, an open-source package coded in Python.
DOI: 10.15468/dl.whc5hz
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Megachile integra"
 ]
}

 The dataset includes 204 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002833-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18313152
title: Sisyrinchium macrocephalum Graham. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.s269z3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.893 2.368178, 102.822678 2.36261, 102.754088 2.346041, 102.688922 2.318881, 102.628785 2.281798, 102.575159 2.235707, 102.529363 2.181743, 102.492526 2.121236, 102.465553 2.055676, 102.449107 1.986678, 102.443593 1.915941, 102.449144 1.845206, 102.465622 1.776216, 102.492621 1.710669, 102.529475 1.650178, 102.575277 1.596232, 102.628898 1.550159, 102.689018 1.513093, 102.754158 1.485945, 102.822714 1.469385, 102.893 1.463819, 102.963286 1.469385, 103.031842 1.485945, 103.096982 1.513093, 103.157102 1.550159, 103.210723 1.596232, 103.256525 1.650178, 103.293379 1.710669, 103.320378 1.776216, 103.336856 1.845206, 103.342407 1.915941, 103.336893 1.986678, 103.320447 2.055676, 103.293474 2.121236, 103.256637 2.181743, 103.210841 2.235707, 103.157215 2.281798, 103.097078 2.318881, 103.031912 2.346041, 102.963322 2.36261, 102.893 2.368178))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002832-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18313151
title: Sisyrinchium macrocephalum Graham. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.v2d8b2
title: Occurrence Download

description: A dataset containing 11608872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Noccaea ochroleuca, Thymus longicaulis, Thymus jankae, Thymus pulegioides, Thymus striatus, Tozzia alpina, Traunsteinera globosa, Trifolium alpestre, Trifolium badium, Trifolium medium, Trifolium noricum, Trifolium pratense, Trifolium repens, Trifolium orbelicum, Trigonella gladiata, Trinia dalechampii, Trinia glauca, Trisetum distichophyllum, Trisetum flavescens, Trollius europaeus, Tussilago farfara, Urtica dioica, Vaccinium gaultherioides, Vaccinium myrtillus, Vaccinium uliginosum, Vaccinium vitis-idaea, Valeriana montana, Valeriana officinalis, Veratrum album, Veratrum lobelianum, Verbascum longifolium, Verbena officinalis, Veronica aphylla, Veronica beccabunga, Veronica bellidioides, Veronica chamaedrys, Veronica orsiniana, Veronica serpyllifolia, Veronica urticifolia, Vicia cracca, Vincetoxicum hirundinaria, Viola biflora, Viola vilaensis, Viola elegantula, Willemetia stipitata, Wulfenia carinthiaca)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11608872 records from 6333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002791-260119153935675/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.28854332
title: Supplementary Material for: Life and death with Multiple Sclerosis: 20 years reappraisal of Verona prevalence cohort.

description: Introduction: Multiple sclerosis (MS) is a debilitating condition which results in increased mortality rates in people with MS compared to general population (GP). Recent data suggest a potential rise in survival over the past 20 years. 

Objectives: Evaluate the 20-year (2001-2021) survival rate and assess clinical factors associated with mortality among people with MS in Verona, Italy. 

Methods: We evaluated all the prevalent cases of MS residing in Verona, Italy at 31/12/2001. We retrospectively investigated the survival state of each patient at 31/12/2021 through the consultation of medical records to assess if patients were still on follow-up; for those with no records, we surveyed the death certificates from Verona municipality to verify death notification and date. The groups of survived and deceased patients were compared by sex, variables related to disease onset (age, clinical phenotype, number and type of functional systems involved, oligoclonal bands) or collected at prevalence date (clinical phenotype, disease duration, exposure to disease-modifying treatment, EDSS, annual relapse rate). 

Results: Of the 273 prevalent MS cases (189 females) as of 31/12/2001, 73 patients (48 females) had died by 31/12/2021. Mean life expectancy deviation of deceased MS patients was – 17.0±12.4 years compared to the GP. Deceased patients had a higher mean age at onset (36.4±12.5 vs 30.5±10.0 years; p&lt;0.001) and a higher median EDSS score at prevalence date compared to survived patients (6.5, range 1.0-9.5 vs 2.0, range 0-8.0; p&lt;0.001). The relapsing-remitting phenotype was more prevalent in survived patients both at onset (92.2%, p&lt;0.001) and prevalence date (76.2%, p&lt;0.001). Visual or sensory impairments were more common in survivors (82.5%; p=0.023). The survival rate was significantly lower in patients with primary progressive MS (PPMS) or an EDSS score greater than 3 at prevalence date. Multivariate Cox regression analysis revealed that a progressive disease type at prevalence date (PPMS or secondary progressive MS), longer disease duration at prevalence date and older age at onset were independently associated with lower survival. 

Conclusions: After 20 years from initial observation, the 2001 Verona cohort of MS prevalent cases showed a lower life expectancy compared to the GP. Higher age at disease onset, longer disease duration, and a progressive clinical course were independent risk factors of shorter survival of patients with MS.
DOI: 10.6084/m9.figshare.28854332.v1
title: Supplementary Material for: Life and death with Multiple Sclerosis: 20 years reappraisal of Verona prevalence cohort.

description: Introduction: Multiple sclerosis (MS) is a debilitating condition which results in increased mortality rates in people with MS compared to general population (GP). Recent data suggest a potential rise in survival over the past 20 years. 

Objectives: Evaluate the 20-year (2001-2021) survival rate and assess clinical factors associated with mortality among people with MS in Verona, Italy. 

Methods: We evaluated all the prevalent cases of MS residing in Verona, Italy at 31/12/2001. We retrospectively investigated the survival state of each patient at 31/12/2021 through the consultation of medical records to assess if patients were still on follow-up; for those with no records, we surveyed the death certificates from Verona municipality to verify death notification and date. The groups of survived and deceased patients were compared by sex, variables related to disease onset (age, clinical phenotype, number and type of functional systems involved, oligoclonal bands) or collected at prevalence date (clinical phenotype, disease duration, exposure to disease-modifying treatment, EDSS, annual relapse rate). 

Results: Of the 273 prevalent MS cases (189 females) as of 31/12/2001, 73 patients (48 females) had died by 31/12/2021. Mean life expectancy deviation of deceased MS patients was – 17.0±12.4 years compared to the GP. Deceased patients had a higher mean age at onset (36.4±12.5 vs 30.5±10.0 years; p&lt;0.001) and a higher median EDSS score at prevalence date compared to survived patients (6.5, range 1.0-9.5 vs 2.0, range 0-8.0; p&lt;0.001). The relapsing-remitting phenotype was more prevalent in survived patients both at onset (92.2%, p&lt;0.001) and prevalence date (76.2%, p&lt;0.001). Visual or sensory impairments were more common in survivors (82.5%; p=0.023). The survival rate was significantly lower in patients with primary progressive MS (PPMS) or an EDSS score greater than 3 at prevalence date. Multivariate Cox regression analysis revealed that a progressive disease type at prevalence date (PPMS or secondary progressive MS), longer disease duration at prevalence date and older age at onset were independently associated with lower survival. 

Conclusions: After 20 years from initial observation, the 2001 Verona cohort of MS prevalent cases showed a lower life expectancy compared to the GP. Higher age at disease onset, longer disease duration, and a progressive clinical course were independent risk factors of shorter survival of patients with MS.
DOI: 10.6084/m9.figshare.28854341
title: Supplementary Material for: Emicizumab and acquired hemophilia A secondary to Multiple Myeloma

description: Acquired hemophilia A (AHA) is a severe condition characterized by significant bleeding and is sometimes associated with plasma cell disorders. Emicizumab, a bispecific antibody, mimics the coagulant function of factor VIII (FVIII) without being neutralized by FVIII antibodies, making it a promising treatment for preventing bleeding in AHA patients. It offers convenience and stable hemostatic effectiveness compared to intravenous agents that bypass FVIII, which can allow flexibility in the timing and intensity of immunosuppressive therapy (IST).
Moreover, as demonstrated in this case report, targeted anti-myeloma treatment in plasma cell dyscrasia’s related AHA may be more effective than conventional IST in achieving AHA control. By addressing the underlying plasma cell disorder directly, anti-myeloma therapy may contribute to a more durable response in AHA, while also mitigating the adverse effects linked to IST. This approach is particularly beneficial for older patients with multiple comorbidities, who are at elevated risk for thrombotic, bleeding, and infectious complications. Emicizumab, in conjunction with targeted myeloma treatment, thus represents a promising strategy to improve outcomes for AHA patients with multiple myeloma.
DOI: 10.6084/m9.figshare.28854341.v1
title: Supplementary Material for: Emicizumab and acquired hemophilia A secondary to Multiple Myeloma

description: Acquired hemophilia A (AHA) is a severe condition characterized by significant bleeding and is sometimes associated with plasma cell disorders. Emicizumab, a bispecific antibody, mimics the coagulant function of factor VIII (FVIII) without being neutralized by FVIII antibodies, making it a promising treatment for preventing bleeding in AHA patients. It offers convenience and stable hemostatic effectiveness compared to intravenous agents that bypass FVIII, which can allow flexibility in the timing and intensity of immunosuppressive therapy (IST).
Moreover, as demonstrated in this case report, targeted anti-myeloma treatment in plasma cell dyscrasia’s related AHA may be more effective than conventional IST in achieving AHA control. By addressing the underlying plasma cell disorder directly, anti-myeloma therapy may contribute to a more durable response in AHA, while also mitigating the adverse effects linked to IST. This approach is particularly beneficial for older patients with multiple comorbidities, who are at elevated risk for thrombotic, bleeding, and infectious complications. Emicizumab, in conjunction with targeted myeloma treatment, thus represents a promising strategy to improve outcomes for AHA patients with multiple myeloma.
DOI: 10.6084/m9.figshare.28854347
title: Supplementary Material for: Sustained clinical response to Olaparib in a patient with metastatic pancreatic cancer and somatic ATM-Mutation R2034Ter: a case report

description: Background
Pancreatic cancer remains a lethal disease with limited therapeutic options. The field of targeted therapies is still growing. Treatment with PARP inhibitors has been successfully described mainly in patients with germline mutation in in BRCA1/2. The efficacy of PARP inhibitors in patients with alterations in other genes in the homologous repair pathway is under discussion. 
Case Presentation
A 77-year-old male patient with metastatic pancreatic ductal adenocarcinoma (PDAC) was initially treated with 5-fluoruracil, oxaliplatin and irinotecan, followed by 5-floururacil and irinotecan over the course of one year, leading to sustained partial remission. Molecular genetic analysis of the tumor revealed an inactivating R2034Ter mutation in the Ataxia telangiectasia serine/threonine kinase gene (ATM), being part of a homologous DNA damage repair pathway eventually involving BRCA1 and BRCA2. After discussion in the Molecular Tumor Board (MTB), the patient was started on off-label Olaparib maintenance therapy, under which he has shown stable disease over a period of eighteen months. After developing one new liver metastasis at 21 months on Olaparib, he received conventional therapy with Gemcitabine/Cisplatin to which he responded.
Conclusion
This is the first case of a R2034Ter ATM mutant PDAC with sustained clinical response under Olaparib maintenance therapy reported. In select cases, ATM, a member of the BRCA pathway, might be a druggable target in pancreatic cancer.