Analyzing the Uncertainties of Ground Validation for Remote Sensing Land Cover Mapping in the Era of Big Geographic Data

被引：7
|
作者：
Sun, Bo [1 ]
Chen, Xi [1 ,2 ]
Zhou, Qiming [1 ,3 ]
机构：
[1] Chinese Acad Sci, Ctr Geospatial Informat, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[2] Chinese Acad Sci, Xinjiang Inst Ecol & Geog, Urumqi 830011, Peoples R China
[3] Hong Kong Baptist Univ, Dept Geog, Kowloon Tong, Hong Kong, Peoples R China
来源：
SPATIAL DATA HANDLING IN BIG DATA ERA | 2017年
关键词：
ACCURACY;
D O I：
10.1007/978-981-10-4424-3_3
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
引用
收藏
页码：31 / 38
页数：8
相关论文
共 50 条
  • [31] Spectral-spatial multi-feature classification of remote sensing big data based on a random forest classifier for land cover mapping
    X. M. Zhang
    G. J. He
    Z. M. Zhang
    Y. Peng
    T. F. Long
    Cluster Computing, 2017, 20 : 2311 - 2321
  • [32] Spectral-spatial multi-feature classification of remote sensing big data based on a random forest classifier for land cover mapping
    Zhang, X. M.
    He, G. J.
    Zhang, Z. M.
    Peng, Y.
    Long, T. F.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2017, 20 (03): : 2311 - 2321
  • [33] Remote Sensing and Geospatial Analysis in the Big Data Era: A Survey
    Dritsas, Elias
    Trigka, Maria
    REMOTE SENSING, 2025, 17 (03)
  • [34] Review of Land Cover Classification Based on Remote Sensing Data
    Wang, Yi
    He, Ming-Yuan
    Xiang, Jie
    Zhou, Ze-Ming
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORKS (WCSN 2016), 2016, 44 : 751 - 756
  • [35] Mapping land-use and land-cover changes through the integration of satellite and airborne remote sensing data
    Meng-Hsuan Lin
    Ying-Tong Lin
    Min-Lin Tsai
    Yi-Ying Chen
    Yi-Chun Chen
    Hsueh-Ching Wang
    Chi-Kuei Wang
    Environmental Monitoring and Assessment, 2024, 196
  • [36] Mapping land-use and land-cover changes through the integration of satellite and airborne remote sensing data
    Lin, Meng-Hsuan
    Lin, Ying-Tong
    Tsai, Min-Lin
    Chen, Yi-Ying
    Chen, Yi-Chun
    Wang, Hsueh-Ching
    Wang, Chi-Kuei
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2024, 196 (03)
  • [37] URBAN LAND-USE AND LAND-COVER MAPPING BASED ON THE CLASSIFICATION OF TRANSPORT DEMAND AND REMOTE SENSING DATA
    Tacconi, Chiara
    Tuscano, Maria Pia
    Moser, Gabriele
    Sacco, Nicola
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 4080 - 4083
  • [38] DEEP LEARNING APPROACH FOR LARGE SCALE LAND COVER MAPPING BASED ON REMOTE SENSING DATA FUSION
    Kussul, Nataliia
    Shelestov, Andrii
    Lavreniuk, Mykola
    Butko, Igor
    Skakun, Sergii
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 198 - 201
  • [39] Mapping and monitoring land cover in Acre State, Brazilian Amazonia, using multitemporal remote sensing data
    Shimabukuro, Yosio E.
    Duarte, Valdete
    Arai, Egidio
    Freitas, Ramon M.
    Martini, Paulo R.
    Lima, Andre
    2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 2628 - 2631
  • [40] Geostatistical integration of spectral and spatial information for land-cover mapping using remote sensing data
    No-Wook Park
    Kwang-Hoon Chi
    Byung-Doo Kwon
    Geosciences Journal, 2003, 7 : 335 - 341
12345