Retrieval of the Leaf Area Index from MODIS Top-of-Atmosphere Reflectance Data Using a Neural Network Supported by Simulation Data

Retrieval of the Leaf Area Index from MODIS Top-of-Atmosphere Reflectance Data Using a Neural Network Supported by Simulation Data

The leaf area index (LAI), a key parameter used to characterize the structure and function of the vegetation canopy, is crucial to simulations of the carbon, nitrogen, and water cycles of Earth’s system. In this paper, a neural network (NN) method coupled with vegetation canopy and atmospheric radia...

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Bibliographic Details
Main Authors: Weiyan Wang, Yingying Ma, Xiaoliang Meng, Lin Sun, Chen Jia, Shikuan Jin, Hui Li
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Remote Sensing
Subjects:
leaf area index (LAI)
MODIS
neural network (NN)
PROSAIL
second simulation of satellite signal in the solar spectrum (6S)
inversion
Online Access:https://www.mdpi.com/2072-4292/14/10/2456

Internet

https://www.mdpi.com/2072-4292/14/10/2456

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