Usage PlanetScope Images and LiDAR Point Clouds for Characterizing the Forest Succession Process in Post-Agricultural Areas

被引:1
|
作者
Szostak, Marta [1 ]
机构
[1] Agr Univ Krakow, Fac Forestry, Dept Forest Resource Management, PL-31425 Krakow, Poland
关键词
image processing; spatial analyses; land management; airborne laser scanning; ABANDONED AGRICULTURAL LAND; AIRBORNE SCANNING LASER; POST-MINING SITE; TREE HEIGHT; VEGETATION; INVENTORY; IMPACTS; TERRAIN; UAV;
D O I
10.3390/su142114110
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The paper investigates using PlanetScope satellite images together with LiDAR data for automation of land use/cover (LULC) mapping and 3D vegetation characteristics in the aspect of mapping and monitoring of the secondary forest succession areas. The study was performed for the tested area in the Biskupice district (South of Poland), where a forest succession occurs on post-agricultural lands. The research area was parcels where the forest overgrowing process was identified. It was verified whether the image processing allows for reliable LULC classification as an identification forest succession area. The PlanetScope classification showed forested areas as 62.77 ha (44.91% of the analyzed area). The overall accuracy of the image classification was 96.40% The airborne laser scanning (ALS) point clouds were used for deriving detailed information about the forest succession process. The precise vegetation parameters i.e., height and canopy cover were determined and presented as raster maps, histograms, or profiles.
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页数:13
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