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GeoAI Reproducibility and Replicability: A Computational and Spatial Perspective
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GeoAI Reproducibility and Replicability: A Computational and Spatial Perspective (2024)GeoAI Reproducibility and Replicability: …The Great Debate in Mid-Twentieth-Century American Geography (2022)The Great Debate in Mid-Twent…Replication across space and time must be weak in the social and environmental sciences (2021)Replication across space and …Reproducibility and replicability: opportunities and challenges for geospatial research (2020)Reproducibility and replicabi…Reproducibility and Replicability in the Context of the Contested Identities of Geography (2020)Reproducibility and Replicabi…GeoAI: Where machine learning and big data converge in GIScience (2020)GeoAI: Where machine learning…A Five-Star Guide for Achieving Replicability and Reproducibility When Working with GIS Software and Algorithms (2020)A Five-Star Guide for Achievi…Reproducibility and Replicability in Geographical Analysis (2019)Reproducibility and Replicabi…Computational reproducibility in geoscientific papers: Insights from a series of studies with geoscientists and a reproduction study (2018)Computational reproducibility…Multiscale Geographically Weighted Regression (MGWR) (2017)Multiscale Geographically Wei…What does research reproducibility mean? (2016)What does research reproducib…Metadata and provenance for spatial analysis: the case of spatial weights (2014)Metadata and provenance for s…Open your minds and share your results (2012)Open your minds and share you…Geographically Weighted Regression: The Analysis of Spatially Varying Relationships (2004)Geographically Weighted Regre…What is Special About Spatial Data? Alternative Perspectives on Spatial Data Analysis (89-4) (1989)What is Special About Spatial…Time Series Analysis: Forecasting and Control (1977)Macroeconomics and Reality (1980)Spatial Econometrics: Methods and Models (1988)Exploratory Spatial Data Analysis Linking SpaceStat and ArcView (1997)GIS Research Infrastructure for Spatial Analysis of Real Estate Markets (1998)Policy: NIH plans to enhance reproducibility (2014)The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2016 update (2016)A solution to minimum sample size for regressions (2020)CONSORT 2025 statement: updated guideline for reporting randomised trials (2025)CONSORT 2025 statement: updated guideline for reporting randomised trials (2025)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Geographically Weighted Regression: The Analysis of Spatially Varying Relationships (2002)Inference in Multiscale Geographically Weighted Regression (2019)A Route Map for Successful Applications of Geographically Weighted Regression (2022)Estimating the reproducibility of psychological science (2015)1,500 scientists lift the lid on reproducibility (2016)Jupyter Notebooks – a publishing format for reproducible computational workflows (2016)Successes and Struggles with Computational Reproducibility: Lessons from the Fragile Families Challenge (2019)Practical Reproducibility in Geography and Geosciences (2020)Publishing computational research - a review of infrastructures for reproducible and transparent scholarly communication (2020)The file drawer problem and tolerance for null results. (1979)Why Most Published Research Findings Are False (2005)False-Positive Psychology (2011)Environmental exposure during travel: A research review and suggestions forward (2021)Real-time GIS for smart cities (2019)Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics (2024)Using artificial intelligence to implement the UN sustainable development goals at higher education institutions (2024)Institutional Ecology, `Translations' and Boundary Objects: Amateurs and Professionals in Berkeley's Museum of Vertebrate Zoology, 1907-39 (1989)ODT FLOW: Extracting, analyzing, and sharing multi-source multi-scale human mobility (2021)Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science (2023)Workflows and e-Science: An overview of workflow system features and capabilities (2008)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Annals of the American association of geographers (2016)Where Is the Provenance? Ethical Replicability and Reproducibility in GIScience and Its Critical Applications (2020)How to Improve the Reproducibility, Replicability, and Extensibility of Remote Sensing Research (2022)A Framework for Moving Beyond Computational Reproducibility: Lessons from Three Reproductions of Geographical Analyses of COVID‐19 (2023)A Toolkit for Measuring Sprawl (2008)Advances in spatial epidemiology and geographic information systems (2016)Portraying the spatial dynamics of urban vibrancy using multisource urban big data (2019)Revisiting spatial optimization in the era of geospatial big data and GeoAI (2024)
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References

  • 2017Multiscale Geographically Weighted Regression (MGWR)1,381 cited
  • 2016What does research reproducibility mean?1,291 cited
  • 2004Geographically Weighted Regression: The Analysis of Spatially Varying Relationships1,067 cited
  • 1989What is Special About Spatial Data? Alternative Perspectives on Spatial Data Analysis (89-4)191 cited
  • 2020GeoAI: Where machine learning and big data converge in GIScience166 cited
  • 2021Replication across space and time must be weak in the social and environmental sciences157 cited
  • 2020Reproducibility and replicability: opportunities and challenges for geospatial research108 cited
  • 2019Reproducibility and Replicability in Geographical Analysis94 cited
  • 2018Computational reproducibility in geoscientific papers: Insights from a series of studies with geoscientists and a reproduction study74 cited
  • 2020A Five-Star Guide for Achieving Replicability and Reproducibility When Working with GIS Software and Algorithms54 cited
  • 2014Metadata and provenance for spatial analysis: the case of spatial weights42 cited
  • 2020Reproducibility and Replicability in the Context of the Contested Identities of Geography36 cited
  • 2012Open your minds and share your results32 cited
  • 2022The Great Debate in Mid-Twentieth-Century American Geography13 cited

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