FORSAT: a 3D forest monitoring system for cover mapping and volumetric 3D change detection

被引:14
|
作者
Stylianidis, Efstratios [1 ]
Akca, Devrim [2 ]
Poli, Daniela [3 ]
Hofer, Martin [4 ]
Gruen, Armin [5 ]
Martin, Victor Sanchez [6 ]
Smagas, Konstantinos [7 ]
Walli, Andreas [4 ]
Altan, Orhan [8 ]
Jimeno, Elisa [6 ]
Garcia, Alejandro [6 ]
机构
[1] Aristotle Univ Thessaloniki, Sch Spatial Planning & Dev, Thessaloniki, Greece
[2] Isik Univ, Dept Civil Engn, TR-34980 Istanbul, Turkey
[3] 4DiXplorer AG, Zurich, Switzerland
[4] GeoVille Informat Syst GmbH, Innsbruck, Austria
[5] Swiss Fed Inst Technol, Chair Informat Architecture, Zurich, Switzerland
[6] Ingn & Soluc Informat SL, Seville, Spain
[7] GeoImaging Ltd, Nicosia, Cyprus
[8] Ekinoks Surveying Software Engn Ltd, Istanbul, Turkey
关键词
Deforestation; 3D; VHR satellite imagery; orientation; image matching; DSM generation; co-registration; volumetric change detection; volume precision; DIGITAL SURFACE MODELS; TREE CROWN DELINEATION; CANOPY HEIGHT MODEL; LANDSAT TIME-SERIES; LASER SCANNER DATA; OF-THE-ART; TANDEM-X; ABOVEGROUND BIOMASS; SATELLITE IMAGES; ELEVATION MODEL;
D O I
10.1080/17538947.2019.1585975
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
A 3D forest monitoring system, called FORSAT (asatellite very high resolution image processing platform forforest assessment), was developed for the extraction of 3D geometric forest information from very high resolution (VHR) satellite imagery and the automatic 3D change detection. FORSAT is composed of two complementary tasks: (1) the geometric and radiometric processing of satellite optical imagery and digital surface model (DSM) reconstruction by using a precise and robust image matching approach specially designed for VHR satellite imagery, (2) 3D surface comparison for change detection. It allows the users to import DSMs, align them using an advanced 3D surface matching approach and calculate the 3D differences and volume changes (together with precision values) between epochs. FORSAT is a single source and flexible forest information solution, allowing expert and non-expert remote sensing users to monitor forests in three and four (time) dimensions. The geometric resolution and thematic content of VHR optical imagery are sufficient for many forest information needs such as deforestation, clear-cut and fire severity mapping. The capacity and benefits of FORSAT, as a forest information system contributing to the sustainable forest management, have been tested and validated in case studies located in Austria, Switzerland and Spain.
引用
收藏
页码:854 / 885
页数:32
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