Reproducibility and replicability: Opportunities and challenges for geospatial research

P Kedron, W Li, S Fotheringham… - International Journal of …, 2021 - Taylor & Francis
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 …

[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 …

[HTML][HTML] Publishing computational research-a review of infrastructures for reproducible and transparent scholarly communication

M Konkol, D Nüst, L Goulier - Research integrity and peer review, 2020 - Springer
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 …

[HTML][HTML] A large-scale study on research code quality and execution

A Trisovic, MK Lau, T Pasquier, M Crosas - Scientific Data, 2022 - nature.com
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 …

Reproducibility and replicability in geographical analysis

P Kedron, AE Frazier, AB Trgovac… - Geographical …, 2021 - Wiley Online Library
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 …

Practical reproducibility in geography and geosciences

D Nüst, E Pebesma - Annals of the American Association of …, 2021 - Taylor & Francis
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 …

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 …

[HTML][HTML] Trackintel: An open-source Python library for human mobility analysis

H Martin, Y Hong, N Wiedemann, D Bucher… - … Environment and Urban …, 2023 - Elsevier
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 …

[HTML][HTML] Publish or perish, but do not forget your software artifacts

R Heumüller, S Nielebock, J Krüger… - Empirical Software …, 2020 - Springer
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 …

[HTML][HTML] Reproducing computational processes in service-based geo-simulation experiments

Z Zhu, M Chen, L Sun, Z Qian, Y He, Z Ma… - International Journal of …, 2023 - Elsevier
Geo-simulation experiments (GSEs) are experiments allowing the simulation and
exploration of Earth's surface (such as hydrological, geomorphological, atmospheric …