Everything about Spatial join

🧭 Start here: a 6-step reading path

1. Read the overview: Spatial joinA 5-minute orientation
2. Skim a recent paper: SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join ProcessorInfluential work since 2022
3. Pick up a classic book: Cartesian meditationsThe most-reprinted book on the subject
4. Read the landmark paper: Spatial join techniquesCited 198 times
5. Go sideways: Geospatial topologyA closely related topic
6. Go sideways: Vector overlayA closely related topic

🏆 Landmark papers (most cited)

• Spatial join techniques

  Edwin H. Jacox, Hanan Samet · 2007 · ACM Transactions on Database Systems · 198 citations

• Partition based spatial-merge join

  Jignesh M. Patel, David J. DeWitt · 1996 · ACM SIGMOD Record · 147 citations

• Trajectory similarity join in spatial networks

  Shuo Shang, Lisi Chen, Zhewei Wei · 2017 · Proceedings of the VLDB Endowment · 131 citations

• Spatial Negative Co-Location Pattern Directional Mining Algorithm with Join-Based Prevalence

  Guoqing Zhou, Zhenyu Wang, Qi Li · 2022 · Remote Sensing · 72 citations

• Data Partitioning for Parallel Spatial Join Processing

  Xiaofang Zhou, David J. Abel, David Truffet · 1998 · GeoInformatica · 60 citations

• Incremental distance join algorithms for spatial databases

  Gísli R. Hjaltason, Hanan Samet · 1998 · ACM SIGMOD Record · 44 citations

• Slot index spatial join

  N. Mamoulis, D. Papadias · 2003 · IEEE Transactions on Knowledge and Data Engineering · 35 citations

• Distributed Spatial and Spatio-Temporal Join on Apache Spark

  Randall T. Whitman, Bryan G. Marsh, Michael B. Park · 2019 · ACM Transactions on Spatial Algorithms and Systems · 31 citations

🆕 Influential since 2022

• SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor

  Isam Mashhour Al Jawarneh, Paolo Bellavista, Antonio Corradi · 2024 · IEEE Transactions on Parallel and Distributed Systems · 17 citations

• A learning-based framework for spatial join processing: estimation, optimization and tuning

  Tin Vu, Alberto Belussi, Sara Migliorini · 2024 · The VLDB Journal · 12 citations

• Efficient distributed algorithms for distance join queries in spark-based spatial analytics systems

  Francisco García-García, Antonio Corral, Luis Iribarne · 2023 · International Journal of General Systems · 12 citations

• Enabling Efficient Distributed Spatial Join on Large Scale Vector-Raster Data Lakes

  Sebastian Villarroya, Jose R. R. Viqueira, Jose M. Cotos · 2022 · IEEE Access · 10 citations

• Scheduling distributed multiway spatial join queries: optimization models and algorithms

  Thiago Borges de Oliveira, Fábio M. Costa, Les R. Foulds · 2023 · International Journal of Geographical Information Science · 1 citations

📚 Books worth reading

• Cartesian meditationsEdmund Husserl, Dorion Cairns · 1960
• Database system conceptsAbraham Silberschatz · 1997
• Statistical Atlases and Computational Models of the Heart. Imaging and Modelling ChallengesOscar Camara · 2012
• Devolution, regionalism, and regional developmentJonathan Bradbury · 2007
• QGIS for Hydrological AppllicationsJohannes van der Kwast, Kurt Menke · 2019
• Virginia WoolfConference on Virginia Woolf (5th 1995 Otterbein College), Eileen Barrett · 1996
• NanosystemsK. Eric Drexler · 1992
• Apache Solr Beginner's GuideAlfredo Serafini · 2013

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

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