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 …
[图书][B] Reproducibility and replicability in science
National Academies of Sciences, Policy, Global Affairs… - 2019 - books.google.com
One of the pathways by which the scientific community confirms the validity of a new
scientific discovery is by repeating the research that produced it. When a scientific effort fails …
scientific discovery is by repeating the research that produced it. When a scientific effort fails …
[HTML][HTML] Publishing computational research-a review of infrastructures for reproducible and transparent scholarly communication
Background The trend toward open science increases the pressure on authors to provide
access to the source code and data they used to compute the results reported in their …
access to the source code and data they used to compute the results reported in their …
[HTML][HTML] A large-scale study on research code quality and execution
This article presents a study on the quality and execution of research code from publicly-
available replication datasets at the Harvard Dataverse repository. Research code is …
available replication datasets at the Harvard Dataverse repository. Research code is …
Reproducibility and replicability in geographical analysis
The scientific method is predicated on the assumption that research designs and results can
be reproduced and replicated. However, recent findings in some disciplines suggest that …
be reproduced and replicated. However, recent findings in some disciplines suggest that …
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 …
Fourth paradigm GIScience? Prospects for automated discovery and explanation from data
M Gahegan - International journal of geographical information …, 2020 - Taylor & Francis
This article discusses the prospects for automated discovery of explanatory models directly
from geospatial data. Rather than taking an approach based on machine learning, which …
from geospatial data. Rather than taking an approach based on machine learning, which …
[HTML][HTML] Trackintel: An open-source Python library for human mobility analysis
Over the past decade, scientific studies have used the growing availability of large tracking
datasets to enhance our understanding of human mobility behavior. However, so far data …
datasets to enhance our understanding of human mobility behavior. However, so far data …
[HTML][HTML] Publish or perish, but do not forget your software artifacts
Open-science initiatives have gained substantial momentum in computer science, and
particularly in software-engineering research. A critical aspect of open-science is the public …
particularly in software-engineering research. A critical aspect of open-science is the public …
[HTML][HTML] Reproducing computational processes in service-based geo-simulation experiments
Geo-simulation experiments (GSEs) are experiments allowing the simulation and
exploration of Earth's surface (such as hydrological, geomorphological, atmospheric …
exploration of Earth's surface (such as hydrological, geomorphological, atmospheric …