The role of metadata in reproducible computational research

J Leipzig, D Nüst, CT Hoyt, K Ram, J Greenberg - Patterns, 2021 - cell.com
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 …

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 …

[HTML][HTML] Global building morphology indicators

F Biljecki, YS Chow - Computers, Environment and Urban Systems, 2022 - Elsevier
Characterising and analysing urban morphology is a continuous task in urban data science,
environmental analyses, and many other domains. As the availability and quality of data on …

Opening practice: supporting reproducibility and critical spatial data science

C Brunsdon, A Comber - Journal of Geographical Systems, 2021 - Springer
This paper reflects on a number of trends towards a more open and reproducible approach
to geographic and spatial data science over recent years. In particular, it considers trends …

[HTML][HTML] O ecossistema da Ciência Aberta

FCC Silva, L Silveira - Transinformação, 2019 - SciELO Brasil
O presente estudo descritivo tem como objetivo apresentar as dimensões da Ciência Aberta
e o impacto desse contexto na vida dos pesquisadores. O surgimento de revistas científicas …

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 …

Think global, cube local: an Earth Observation Data Cube's contribution to the Digital Earth vision

M Sudmanns, H Augustin, B Killough, G Giuliani… - Big Earth …, 2023 - Taylor & Francis
The technological landscape for managing big Earth observation (EO) data ranges from
global solutions on large cloud infrastructures with web-based access to self-hosted …

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 …

Understanding experiments and research practices for reproducibility: an exploratory study

S Samuel, B König-Ries - PeerJ, 2021 - peerj.com
Scientific experiments and research practices vary across disciplines. The research
practices followed by scientists in each domain play an essential role in the …

[BUKU][B] Multiscale geographically weighted regression: Theory and practice

AS Fotheringham, TM Oshan, Z Li - 2023 - taylorfrancis.com
Multiscale geographically weighted regression (MGWR) is an important method that is used
across many disciplines for exploring spatial heterogeneity and modeling local spatial …