Ru Xiang

Timely monitoring of soil water-salt dynamics within cropland by hybrid spectral unmixing and machine learning models

Ruiqi Du, Junying Chen, Youzhen Xiang et al. · International Soil and Water Conservation Research · 2023 · 24 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +20

Monitoring salinity in bare soil based on Sentinel-1/2 image fusion and machine learning

Yujie He, Zhitao Zhang, Ru Xiang et al. · Infrared Physics & Technology · 2023 · 20 citations

Precision Agriculture, Environmental Monitoring, Machine Learning +11

Potential of solar-induced chlorophyll fluorescence (SIF) to access long-term dynamics of soil salinity using OCO-2 satellite data and machine learning method

Ruiqi Du, Youzhen Xiang, Junying Chen et al. · Geoderma · 2024 · 16 citations · Full text

Biogeochemistry, Precision Agriculture, Environmental Monitoring +13

Synergistic estimation of soil salinity based on Sentinel-1 image texture and Sentinel-2 salinity spectral indices

Haoyuan Yin, Ce Chen, Yujie He et al. · Journal of Applied Remote Sensing · 2023 · 14 citations

Remote Sensing Images, Precision Agriculture, Environmental Monitoring +19

Soil Salinity Estimation Based on Sentinel-1/2 Texture Features and Machine Learning

Yujie He, Haoyuan Yin, Yinwen Chen et al. · IEEE Sensors Journal · 2024 · 13 citations