Vis–NIR Spectroscopy Combined with GAN Data Augmentation for Predicting Soil Nutrients in Degraded Alpine Meadows on the Qinghai–Tibet Plateau

Vis–NIR Spectroscopy Combined with GAN Data Augmentation for Predicting Soil Nutrients in Degraded Alpine Meadows on the Qinghai–Tibet Plateau

Soil nutrients play vital roles in vegetation growth and are a key indicator of land degradation. Accurate, rapid, and non-destructive measurement of the soil nutrient content is important for ecological conservation, degradation monitoring, and precision farming. Currently, visible and near-infrare...

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Bibliographic Details
Main Authors: Chuanli Jiang, Jianyun Zhao, Yuanyuan Ding, Guorong Li
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
Vis–NIR spectroscopy
data augmentation
soil nutrients
generative adversarial networks
Qinghai–Tibet Plateau
Online Access:https://www.mdpi.com/1424-8220/23/7/3686

Internet

https://www.mdpi.com/1424-8220/23/7/3686

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