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A comprehensive review of ontologies in the hydrology towards guiding next generation artificial intelligence applications
Open science presents a new approach for knowledge discovery, dissemination, and
integrity. The idea behind open science is to reinforce research activities and create open …
integrity. The idea behind open science is to reinforce research activities and create open …
Characterising reproducibility debt in scientific software: A systematic literature review
Context: In scientific software, the inability to reproduce results is often due to technical
issues and challenges in recreating the full computational workflow from the original …
issues and challenges in recreating the full computational workflow from the original …
Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making
Major societal and environmental challenges involve complex systems that have diverse
multi-scale interacting processes. Consider, for example, how droughts and water reserves …
multi-scale interacting processes. Consider, for example, how droughts and water reserves …
A taxonomy for reproducible and replicable research in environmental modelling
Despite the growing acknowledgment of reproducibility crisis in computational science,
there is still a lack of clarity around what exactly constitutes a reproducible or replicable …
there is still a lack of clarity around what exactly constitutes a reproducible or replicable …
The prediction of mid-winter and spring breakups of ice cover on Canadian rivers using a hybrid ontology-based and machine learning model
Mid-winter breakups (MWBs) are an increasingly common event on Canadian rivers
resulting in the early breakup of river ice cover, with complex and numerous drivers. This …
resulting in the early breakup of river ice cover, with complex and numerous drivers. This …
Reproducibility debt: Challenges and future pathways
Reproducibility of scientific computation is a critical factor in validating its underlying
process, but it is often elusive. Complexity and continuous evolution in software systems …
process, but it is often elusive. Complexity and continuous evolution in software systems …
Evaluation of the SpatioTemporal Asset Catalog for management and discovery of FAIR flood hazard models
Approaches for performing flood hazards modeling and risk assessment at federal, state,
and local agencies are undergoing emergent challenge for consistent metadata and …
and local agencies are undergoing emergent challenge for consistent metadata and …
[HTML][HTML] GeoSPARQL query support for scientific raster array data
This paper presents the design of a GeoSPARQL query processing solution for scientific
raster array data, called GeoLD. The solution enables the implementation of SPARQL …
raster array data, called GeoLD. The solution enables the implementation of SPARQL …
Mint: Model integration through knowledge-powered data and process composition
Major societal and environmental challenges require forecasting how natural processes and
human activities affect one another. Model integration across natural and social science …
human activities affect one another. Model integration across natural and social science …
Perspectives on automated composition of workflows in the life sciences
Scientific data analyses often combine several computational tools in automated pipelines,
or workflows. Thousands of such workflows have been used in the life sciences, though their …
or workflows. Thousands of such workflows have been used in the life sciences, though their …