Open Geospatial Analytics with PySAL

被引:27
|
作者
Rey, Sergio J. [1 ]
Anselin, Luc [1 ]
Li, Xun [1 ]
Pahle, Robert [1 ]
Laura, Jason [1 ]
Li, Wenwen [1 ]
Koschinsky, Julia [1 ]
机构
[1] Arizona State Univ, Sch Geog Sci & Urban Planning, GeoDa Ctr Geospatial Anal & Computat, Tempe, AZ 85287 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
spatial analysis; spatial econometrics; spatial decision support systems; cyberGIS; open source software; high performance computing;
D O I
10.3390/ijgi4020815
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article reviews the range of delivery platforms that have been developed for the PySAL open source Python library for spatial analysis. This includes traditional desktop software (with a graphical user interface, command line or embedded in a computational notebook), open spatial analytics middleware, and web, cloud and distributed open geospatial analytics for decision support. A common thread throughout the discussion is the emphasis on openness, interoperability, and provenance management in a scientific workflow. The code base of the PySAL library provides the common computing framework underlying all delivery mechanisms.
引用
收藏
页码:815 / 836
页数:22
相关论文
共 50 条
  • [1] Open geospatial infrastructure for data management and analytics in interdisciplinary research
    Jeppesen, Jacob Hoxbroe
    Ebeid, Emad
    Jacobsen, Rune Hylsberg
    Toftegaard, Thomas Skjodeberg
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 145 : 130 - 141
  • [2] GEOSPATIAL VISUAL ANALYTICS
    De Amicis, Raffaele
    Conti, Giuseppe
    Piffer, Stefano
    Simoes, Bruno
    GEOSPATIAL VISUAL ANALYTICS: GEOGRAPHICAL INFORMATION PROCESSING AND VISUAL ANALYTICS FOR ENVIRONMENTAL SECURITY, 2009, : 265 - 286
  • [3] Geospatial Analytics Extension for KNIME
    Liu, Lingbo
    Fu, Xiaokang
    Koetter, Tobias
    Sturm, Kevin
    Haubold, Carsten
    Guan, Weihe Wendy
    Bao, Shuming
    Wang, Fahui
    SOFTWAREX, 2024, 25
  • [4] Open Geospatial Source Deserves Open Geospatial Minds
    Van Wegen, Wim
    Christl, Arnulf
    GIM INTERNATIONAL-THE WORLDWIDE MAGAZINE FOR GEOMATICS, 2016, 30 (11): : 12 - 15
  • [5] GEOSPATIAL DATA, ANALYTICS, AND CUSTOM SOLUTIONS
    O'Connor, James
    Smith, Mike
    GIM INTERNATIONAL-THE WORLDWIDE MAGAZINE FOR GEOMATICS, 2016, 30 (10): : 36 - 37
  • [6] Optimal Geospatial Features for Sales Analytics
    Yee, Hui-Jia
    Ting, Choo-Yee
    Ho, Chiung Ching
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY (ICAST'18), 2018, 2016
  • [7] GEOSPATIAL DATA, ANALYTICS, AND CUSTOM SOLUTIONS
    Leonov, Andrey
    Anikushkin, Mikhail
    Buynov, Andrey
    GIM INTERNATIONAL-THE WORLDWIDE MAGAZINE FOR GEOMATICS, 2016, 30 (09): : 22 - 23
  • [8] Geospatial ontology development and semantic analytics
    Budak, I. Arpinar
    Sheth, Amit
    Ramakrishnan, Cartic
    Lynn U.E., Usery E.
    Azami, Molly
    Kwan, Mei-Po
    Transactions in GIS, 2006, 10 (04) : 551 - 575
  • [9] Special issue: Geospatial Visual Analytics
    Andrienko, Gennady
    Andrienko, Natalia
    Jankowski, Piotr
    Kraak, Menno-Jan
    CARTOGRAPHY AND GEOGRAPHIC INFORMATION SCIENCE, 2009, 36 (03) : 223 - 224
  • [10] Challenging problems of geospatial visual analytics
    Andrienko, Gennady
    Andrienko, Natalia
    Keim, Daniel
    MacEachren, Alan M.
    Wrobel, Stefan
    JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2011, 22 (04): : 251 - 256