Monitoring Soil Salinity in Arid Areas of Northern Xinjiang Using Multi-Source Satellite Data: A Trusted Deep Learning Framework

Monitoring Soil Salinity in Arid Areas of Northern Xinjiang Using Multi-Source Satellite Data: A Trusted Deep Learning Framework

Soil salinization affects agricultural productivity and ecosystem health in Xinjiang, especially in arid areas. The region’s complex topography and limited agricultural data emphasize the pressing need for effective, large-scale monitoring technologies. Therefore, 1044 soil samples were collected fr...

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Bibliographic Details
Main Authors: Mengli Zhang, Xianglong Fan, Pan Gao, Li Guo, Xuanrong Huang, Xiuwen Gao, Jinpeng Pang, Fei Tan
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Land
Subjects:
neural network
multi-source satellite data
interpretable deep learning
Google Earth Engine
Online Access:https://www.mdpi.com/2073-445X/14/1/110
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