Fine-scale perspectives on landscape phenology from unmanned aerial vehicle (UAV) photography

Stephen Klosterman,Eli K. Melaas,J. A. Wang, Arturo Martinez, Sidni Frederick,John O’Keefe,David A. Orwig,Zhuosen Wang,Qingsong Sun,Crystal B. Schaaf,Mark A. Friedl,Andrew D. Richardson

Agricultural and Forest Meteorology（2018）

引用 114|浏览29

暂无评分

摘要

•High resolution (10m) landscape phenology is derived from UAV photography.•In situ observations indicate biological meaning of UAV image metrics.•Plant species assemblage is the dominant factor of spatial variance in phenology.•Spatial variation in phenology decreases with increasing pixel size.•Satellite remote sensing cannot characterize fine-scale phenological variation.

查看译文

关键词

Phenology,Forest,Spatial scaling,Unmanned aerial vehicle (UAV),Drone,Satellite remote sensing

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要