Mapping Heterogeneous Buried Archaeological Features Using Multisensor Data from Unmanned Aerial Vehicles

被引:32
作者
Brooke, Christopher [1 ]
Clutterbuck, Ben [2 ]
机构
[1] Univ Nottingham, Dept Hist, Nottingham NG7 2RD, England
[2] Nottingham Trent Univ, Sch Anim Rural & Environm Sci, Southwell NG25 0QF, Notts, England
关键词
multisensor; ground control; random forest; thermal; multispectral; archaeology; UAV; UAV-LIDAR SYSTEM; THERMAL-CONDUCTIVITY; RANDOM FOREST; LANDSCAPE; REMAINS; EVAPOTRANSPIRATION; CLASSIFICATION; IDENTIFICATION; SEGMENTATION; TRACKING;
D O I
10.3390/rs12010041
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
There is a long history of the use of aerial imagery for archaeological research, but the application of multisensor image data has only recently been facilitated by the development of unmanned aerial vehicles (UAVs). Two archaeological sites in the East Midlands U.K. that differ in age and topography were selected for survey using multisensor imaging from a fixed-wing UAV. The aim of this study was to determine optimum methodology for the use of UAVs in examining archaeological sites that have no obvious surface features and examine issues of ground control target design, thermal effects, image processing and advanced filtration. The information derived from the range of sensors used in this study enabled interpretation of buried archaeology at both sites. For any archaeological survey using UAVs, the acquisition of visible colour (RGB), multispectral, and thermal imagery as a minimum are advised, as no single technique is sufficient to attempt to reveal the maximum amount of potential information.
引用
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页数:31
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