Reproducibility and replicability: Opportunities and challenges for geospatial research
ABSTRACT A cornerstone of the scientific method, the ability to reproduce and replicate the
results of research has gained widespread attention across the sciences in recent years. A …
results of research has gained widespread attention across the sciences in recent years. A …
[HTML][HTML] The role of metadata in reproducible computational research
Reproducible computational research (RCR) is the keystone of the scientific method for in
silico analyses, packaging the transformation of raw data to published results. In addition to …
silico analyses, packaging the transformation of raw data to published results. In addition to …
Increasing the transparency of research papers with explorable multiverse analyses
We present explorable multiverse analysis reports, a new approach to statistical reporting
where readers of research papers can explore alternative analysis options by interacting …
where readers of research papers can explore alternative analysis options by interacting …
Ten simple rules for writing Dockerfiles for reproducible data science
Computational science has been greatly improved by the use of containers for packaging
software and data dependencies. In a scholarly context, the main drivers for using these …
software and data dependencies. In a scholarly context, the main drivers for using these …
Practical reproducibility in geography and geosciences
Reproducible research is often perceived as a technological challenge, but it is rooted in the
challenge to improve scholarly communication in an age of digitization. When computers …
challenge to improve scholarly communication in an age of digitization. When computers …
Toward more rigorous and informative nutritional epidemiology: the rational space between dismissal and defense of the status quo
AW Brown, S Aslibekyan, D Bier… - Critical Reviews in …, 2023 - Taylor & Francis
To date, nutritional epidemiology has relied heavily on relatively weak methods including
simple observational designs and substandard measurements. Despite low internal validity …
simple observational designs and substandard measurements. Despite low internal validity …
[HTML][HTML] Reproducible research and GIScience: an evaluation using AGILE conference papers
The demand for reproducible research is on the rise in disciplines concerned with data
analysis and computational methods. Therefore, we reviewed current recommendations for …
analysis and computational methods. Therefore, we reviewed current recommendations for …
Computational reproducibility in geoscientific papers: Insights from a series of studies with geoscientists and a reproduction study
Reproducibility is a cornerstone of science and thus for geographic research as well.
However, studies in other disciplines such as biology have shown that published work is …
However, studies in other disciplines such as biology have shown that published work is …
Principles for data analysis workflows
A systematic and reproducible “workflow”—the process that moves a scientific investigation
from raw data to coherent research question to insightful contribution—should be a …
from raw data to coherent research question to insightful contribution—should be a …
[HTML][HTML] Recent and projected impacts of land use and land cover changes on carbon stocks and biodiversity in East Kalimantan, Indonesia
Large-scale land use and land cover (LULC) changes can have strong impacts on natural
ecosystems, such as losses of biodiversity and carbon. Future impacts, under one or …
ecosystems, such as losses of biodiversity and carbon. Future impacts, under one or …