Development of a Burned Area Processor Based on Sentinel-2 Data Using Deep Learning

被引:1
|
作者
Knopp, Lisa [1 ]
机构
[1] Tech Univ Munich, Munich, Germany
关键词
D O I
10.1007/s41064-021-00177-6
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
引用
收藏
页码:357 / 358
页数:2
相关论文
共 50 条
  • [21] Comparative Analysis of Deep Learning and Machine Learning Models for Burned Area Estimation Using Sentinel-2 Image: A Case Study in Mugla-Bodrum, Turkey
    Tonbul, Hasan
    Yilmaz, Elif Ozlem
    Kavzoglu, Taskin
    2023 10TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN AIR AND SPACE TECHNOLOGIES, RAST, 2023,
  • [22] Landsat and Sentinel-2 Based Burned Area Mapping Tools in Google Earth Engine
    Roteta, Ekhi
    Bastarrika, Aitor
    Franquesa, Magi
    Chuvieco, Emilio
    REMOTE SENSING, 2021, 13 (04) : 1 - 30
  • [23] RAPID MAPPING OF LANDSLIDES FROM SENTINEL-2 DATA USING UNSUPERVISED DEEP LEARNING
    Shahabi, H.
    Rahimzad, M.
    Ghorbanzadeh, O.
    Piralilou, S. T.
    Blaschke, T.
    Homayouni, S.
    Ghamisi, P.
    2022 IEEE MEDITERRANEAN AND MIDDLE-EAST GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (M2GARSS), 2022, : 17 - 20
  • [24] Deep Learning in the Mapping of Agricultural Land Use Using Sentinel-2 Satellite Data
    Singh, Gurwinder
    Singh, Sartajvir
    Sethi, Ganesh
    Sood, Vishakha
    GEOGRAPHIES, 2022, 2 (04): : 691 - 700
  • [25] Research on Crop Classification in Northeast China Based on Deep Learning for Sentinel-2 Data
    Yang, Shuting
    Gu, Lingjia
    Ren, Ruizhi
    He, Fachuan
    EARTH OBSERVING SYSTEMS XXIV, 2019, 11127
  • [26] Object-Based Validation of a Sentinel-2 Burned Area Product Using Ground-Based Burn Polygons
    Pulvirenti, Luca
    Squicciarino, Giuseppe
    Negro, Dario
    Puca, Silvia
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 16 : 9154 - 9163
  • [27] Spectral signature analysis of false positive burned area detection from agricultural harvests using Sentinel-2 data
    van Dijk, Daan
    Shoaie, Sorosh
    van Leeuwen, Thijs
    Veraverbeke, Sander
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 97
  • [28] Refined burned-area mapping protocol using Sentinel-2 data increases estimate of 2019 Indonesian burning
    Gaveau, David L. A.
    Descals, Adria
    Salim, Mohammad A.
    Sheil, Douglas
    Sloan, Sean
    EARTH SYSTEM SCIENCE DATA, 2021, 13 (11) : 5353 - 5368
  • [29] Detection and mapping of agriculture seasonal variations with deep learning–based change detection using Sentinel-2 data
    Gurwinder Singh
    Sartajvir Singh
    Ganesh Kumar Sethi
    Vishakha Sood
    Arabian Journal of Geosciences, 2022, 15 (9)
  • [30] A Practical Method for High-Resolution Burned Area Monitoring Using Sentinel-2 and VIIRS
    Pinto, Miguel M.
    Trigo, Ricardo M.
    Trigo, Isabel F.
    DaCamara, Carlos C.
    REMOTE SENSING, 2021, 13 (09)