GIScience research challenges for realizing discrete global grid systems as a Digital Earth

被引:26
|
作者
Hojati, Majid [1 ]
Robertson, Colin [1 ]
Roberts, Steven [1 ]
Chaudhuri, Chiranji [2 ]
机构
[1] Wilfrid Laurier Univ, Dept Geog & Environm Studies, Waterloo, ON, Canada
[2] Univ Saskatchewan, Coldwater Lab, Canmore, AB, Canada
关键词
DGGS; discrete global grid systems; GIScience; Digital Earth; ALGORITHM; MODEL; GIS;
D O I
10.1080/20964471.2021.2012912
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Increasing data resources are available for documenting and detecting changes in environmental, ecological, and socioeconomic processes. Currently, data are distributed across a wide variety of sources (e.g. data silos) and published in a variety of formats, scales, and semantic representations. A key issue, therefore, in building systems that can realize a vision of earth system monitoring remains data integration. Discrete global grid systems (DGGSs) have emerged as a key technology that can provide a common multi-resolution spatial fabric in support of Digital Earth monitoring. However, DGGSs remain in their infancy with many technical, conceptual, and operational challenges. With renewed interest in DGGS brought on by a recently proposed standard, the demands of big data, and growing needs for monitoring environmental changes across a variety of scales, we seek to highlight current challenges that we see as central to moving the field(s) and technologies of DGGS forward. For each of the identified challenges, we illustrate the issue and provide a potential solution using a reference DGGS implementation. Through articulation of these challenges, we hope to identify a clear research agenda, expand the DGGS research footprint, and provide some ideas for moving forward towards a scaleable Digital Earth vision. Addressing such challenges helps the GIScience research community to achieve the real benefits of DGGS and provides DGGS an opportunity to play a role in the next generation of GIS.
引用
收藏
页码:358 / 379
页数:22
相关论文
共 24 条
  • [1] Discrete global grid systems
    Sahr, K
    White, D
    DIMENSION REDUCTION, COMPUTATIONAL COMPLEXITY AND INFORMATION, 1998, 30 : 269 - 278
  • [2] A discrete global grid system for earth system modeling
    Lin, Bingxian
    Zhou, Liangchen
    Xu, Depeng
    Zhu, A-Xing
    Lu, Guonian
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2018, 32 (04) : 711 - 737
  • [3] EASE-DGGS: a hybrid discrete global grid system for Earth sciences
    Thompson, Jeffery A.
    Brodzik, Mary J.
    Silverstein, Kevin A. T.
    Hurley, Mason A.
    Carlson, Nathan L.
    BIG EARTH DATA, 2022, 6 (03) : 340 - 357
  • [4] Datacubes: A Discrete Global Grid Systems Perspective
    Purss, Matthew B. J.
    Peterson, Perry R.
    Strobl, Peter
    Dow, Clinton
    Sabeur, Zoheir A.
    Gibb, Robert G.
    Ben, Jin
    CARTOGRAPHICA, 2019, 54 (01): : 63 - 71
  • [5] Geospatial Operations of Discrete Global Grid Systems—a Comparison with Traditional GIS
    Mingke Li
    Emmanuel Stefanakis
    Journal of Geovisualization and Spatial Analysis, 2020, 4
  • [6] Digital Earth in support of global change research
    Shupeng, C.
    van Genderen, J.
    INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2008, 1 (01) : 43 - 65
  • [7] Geospatial Operations of Discrete Global Grid Systems-a Comparison with Traditional GIS
    Li, Mingke
    Stefanakis, Emmanuel
    JOURNAL OF GEOVISUALIZATION AND SPATIAL ANALYSIS, 2020, 4 (02)
  • [8] Discrete Global Grid Systems with quadrangular cells as reference frameworks for the current generation of Earth observation data cubes
    Bejar, Ruben
    Lacasta, Javier
    Lopez-Pellicer, Francisco J.
    Nogueras-Iso, Javier
    ENVIRONMENTAL MODELLING & SOFTWARE, 2023, 162
  • [9] Discrete global grid systems: Generating algorithm and software model
    Ben Jin
    Tong Xiao-chong
    Zhang Yong-sheng
    Zhang Heng
    GEOINFORMATICS 2006: GEOSPATIAL INFORMATION TECHNOLOGY, 2006, 6421
  • [10] Categorization and Conversions for Indexing Methods of Discrete Global Grid Systems
    Amiri, Ali Mahdavi
    Samavati, Faramarz
    Peterson, Perry
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2015, 4 (01): : 320 - 336