Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover

Non–photosynthetic vegetation (NPV) plays a crucial role in arid and semi-arid ecosystems. Remote sensing methods can extract NPV information accurately and quantitatively, which helps in studying the water use, community health, and climate response of vegetation communities. This study used the ba...

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Bibliographic Details
Main Authors: Guo Zi–chen, Wang Tao, Liu Shu–lin, Kang Wen–ping, Chen Xiang, Feng Kun, Zhi Ying
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421002804