Matches in Nanopublications for { ?s <http://schema.org/description> ?o ?g. }
- Corpus description "In this repository you can find the TTL files of the corpus." assertion.
- asreview.nl description "AI-assisted systematic review screening tool" assertion.
- included_studies.csv description "Aggregated search results from all databases" assertion.
- search_results_combined.asreview description "ASReview LAB project with screening decisions" assertion.
- study_inclusion.json description "Extracted inclusion/exclusion decisions with reasons" assertion.
- published_uris_updated.json description "Index of all published study inclusion nanopublications" assertion.
- Quantum-and-Biodiversity-Perplexity.png description "Illustration of Quantum Computingfor Biodiversity. This illustration was generated by Perplexity.ai on 29th December 2025." assertion.
- b6e01d7a-9f25-4b37-82df-32ef2e7171e3 description "A PRISMA-compliant scoping review investigating applications of quantum computing in biodiversity and ecological research. This Research Object contains the complete reproducible workflow from research question to study assessment, implemented as a pipeline of Jupyter notebooks with nanopublication outputs for transparent, machine-readable documentation. Screening: 1,649 records → 569 screened → 283 included → 238 nanopubs published." assertion.
- 052829ae-b761-4f92-8cbd-71285073ba95 description "API queries and search result aggregation" assertion.
- 6b81756b-2fe7-4dfe-9822-53e1d41f059e description "Search strategy with Boolean operators and database selection" assertion.
- 99c013ca-3229-4ded-b498-9a99e52352ec description "AI-assisted screening with ASReview LAB" assertion.
- ad37e413-92b7-40f2-82d1-ae7f3faf0634 description "Study characteristics and quality assessment" assertion.
- b3ea50aa-a6ea-42c9-978f-a4275136c20b description "Included/excluded study nanopublications" assertion.
- ec8125cb-b555-40a2-9488-51ff3d5881fc description "PICO framework research question definition" assertion.
- systematic-review-pipeline description "Source code repository containing all Jupyter notebooks, configuration templates, and documentation" assertion.
- pico-quantum-biodiversity.json description "JSON configuration for quantum computing + biodiversity PICO question" assertion.
- search-execution-quantum-biodiversity.json description "JSON configuration with API endpoints and result counts" assertion.
- search-strategy-quantum-biodiversity.json description "JSON configuration with search terms, databases, and date ranges" assertion.
- study-assessment-quantum-biodiversity.json description "JSON with study characteristics and quality assessment" assertion.
- asreview-to-nanopub.ipynb description "Extracts screening decisions from ASReview project file" assertion.
- database-search-nanopubs.ipynb description "Create of a nanopublication for storing the results of a bibliography search. A nanopublication is created for each database search." assertion.
- pico-nanopub-from-json.ipynb description "Generates PICO research question nanopublication from JSON config" assertion.
- search-execution-api-queries.ipynb description "Queries OpenAlex, arXiv, PubMed, Europe PMC, Semantic Scholar APIs" assertion.
- search-execution-nanopub-from-json.ipynb description "Generates search execution dataset nanopublication" assertion.
- search-strategy-nanopub-from-json.ipynb description "Generates search strategy nanopublication with Boolean queries" assertion.
- study-assessment-nanopub-from-json.ipynb description "Generates study assessment dataset nanopublication" assertion.
- study-inclusion-nanopub-asreview.ipynb description "Generates individual nanopubs for each included/excluded study" assertion.
- requirements.txt description "Python package dependencies: pandas, numpy, requests, rdflib, nanopub, asreview, jupyter" assertion.
- index.html?path=Wetland_Annotation.jGIS description "Interactive map with expert annotations for model corrections" assertion.
- 10dc322d-eedd-43ff-a4af-7adb6281cb6e description "Human-in-the-loop machine learning workflow for wetland classification using Sentinel-2 data from ESA EOPF. Demonstrates collaborative annotation using JupyterGIS, model retraining with expert corrections, and FAIR research practices." assertion.
- requirements.txt description "Conda environment specification with all Python dependencies" assertion.
- requirements.txt description "Conda environment specification with all Python dependencies" assertion.
- Wetland_ML_Demo_EOPF.ipynb description "Main Jupyter notebook implementing the wetland classification workflow" assertion.
- Wetland_ML_Demo_EOPF.ipynb description "Main Jupyter notebook implementing the wetland classification workflow" assertion.
- Wetland_ML_ROhub.ipynb description "Jupyter notebook to create a RO-Crate in ROHub" assertion.
- corrections.geojson description "Expert corrections extracted from JupyterGIS annotations" assertion.
- sentinel2_rgb.tif description "Cloud Optimized GeoTIFF - RGB composite from Sentinel-2 L2A" assertion.
- wetland_model_v2.joblib description "Serialized Random Forest model retrained with expert corrections" assertion.
- wetland_prediction_v1.tif description "Initial Random Forest classification - before expert corrections" assertion.
- wetland_prediction_v2_corrected.tif description "Improved classification after retraining with expert corrections" assertion.
- eopf-sample-notebooks description "ESA Earth Observation Processing Framework for Sentinel-1, 2 and 3 data access" assertion.
- eopf-sample-notebooks description "ESA Earth Observation Processing Framework for Sentinel-1, 2 and 3 data access" assertion.
- jupytergis-showcases description "Source repository for this demo" assertion.
- jupytergis description "Collaborative GIS environment for Jupyter - required to open .jGIS files" assertion.
- jupytergis description "Collaborative GIS environment for Jupyter - required to open .jGIS files" assertion.
- 972ba092-9239-4947-9bf6-495c53e57266 description "Human-in-the-loop machine learning workflow for wetland classification using Sentinel-2 data from ESA EOPF. Demonstrates collaborative annotation using JupyterGIS, model retraining with expert corrections, and FAIR research practices." assertion.
- fa165103-2ad7-426e-baf0-b8f52a130720 description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- 18c1e606-b72e-4971-964a-af90a0503f41 description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- 70040ead-8d3e-4e1d-ab67-2472d302dabd description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- acefb4d3-e320-4df8-a8b1-17cfa1a40ea0 description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- 3a33645c-7d45-452b-a53d-0133d12e991f description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- f4cfe8f4-abcc-41b0-9c8d-8a01bed66730 description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- bc6f13f4-e7d6-4490-ae63-3dff3939f914 description "The research object refers to the Using a robust data pipelining tool in R to build a reproducible hurricane data visualization with multi-agency water data notebook published in the Environmental Data Science book." assertion.
- 416a0645-07b8-4c30-99be-a80481dab614 description "Presentation at the CE3C Annual Meeting, Azores - Portugal *10-12 October 2025* The first Portuguese National Strategy for Adaptation to Climate Change was adopted in 2010, aiming to adjust climate and other sectoral policies, and to increase the countries’ resilience to observed and projected climate change impacts. Since then, many resources (e.g. policy documents, scientific articles, data sets) relevant for national adaptation have been published, yet often remain unknown to, or inaccessible, for the multiple stakeholders that comprise the climate adaptation community (CCA) in Portugal. The application of FAIR (findability, accessibility, interoperability and reusability) principles to these resources has the potential to improve their discoverability, accessibility, and usability and ultimately promote a more effective climate adaptation planning in Portugal. This study explores the state of the art of scientific research on climate change adaptation in Portugal since 2010, to assess strengths and limitations of knowledge, identifying key priority areas for future research and the “FAIRification” of these resources. As the frequency and intensity of extreme heat events in Portugal increases, this study focused on heat-related hazards, and associated impacts. A systematic search was performed across Scopus and ISI Web of Science to identify relevant peer-reviewed articles between January 2010 and May 2025. The resulting publications were analysed by geographical scope, adaptation sectorial focus, knowledge sector, climate hazard and CCA needs. Alignment of the current scientific outputs with FAIR principles was also analysed. A total of 217 articles were reviewed. Research was mostly performed at the city or national level (37% each) and the majority of adaptation actions were done under the agricultural or urban sectors (19% and 26%, respectively). Research was multidisciplinary, covering different knowledge sectors, from health impacts to biodiversity, buildings and construction, and often included several knowledge sectors in the same article. All articles presented accessible metadata but only one made its scripts and data available for further replication. Results show that scientific research on heat-related climate change adaptation in Portugal is diverse and covers many knowledge areas, but the availability of its data needs improvement. Further work will include policy FAIR assessment of policy documents and datasets. This work was developed under the Horizon Europe project FAIR2ADAPT." assertion.
- 61bff1e8-09e4-4210-a0d4-9765fcfbbeef description "RO-Crate is a community effort to establish a lightweight approach to packaging research data with their metadata. It is based on schema.org annotations in JSON-LD, and aims to make best-practice in formal metadata description accessible and practical for use in a wider variety of situations, from an individual researcher working with a folder of data, to large data-intensive computational research environments." assertion.
- 0b449ecb-dc8f-4ba0-9211-8bb9864ce7e2 description "The research object refers to the Vehicle-based observation data processing and simple simulation experiments notebook published in the Environmental Data Science book." assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
- 379a4687-de50-44c7-b7bd-37125ebd4ff7 description "Computational notebooks community focused on Environmental Data Science" assertion.
