Ya Liu

发表

Hyper-spectral estimation of wheat biomass after alleviating of soil effects on spectra by non-negative matrix factorization

Xianzhang Pan, Yanli Li, Ya Liu, 2017 .

Can subsurface soil salinity be predicted from surface spectral information? – From the perspective of structural equation modelling

Xianzhang Pan, Ya Liu, Changkun Wang, 2016 .

[Predicting soil salinity based on spectral symmetry under wet soil condition].

Xianzhang Pan, Ya Liu, Changkun Wang, 2013, Guang pu xue yu guang pu fen xi = Guang pu.

Soil Organic Carbon Stocks in Terrestrial Ecosystems of China: Revised Estimation on Three-Dimensional Surfaces

Xianzhang Pan, Ya Liu, Changkun Wang, 2016 .

Evaluating the characteristics of soil vis-NIR spectra after the removal of moisture effect using external parameter orthogonalization

Xianzhang Pan, Ya Liu, Hai-Yan Zhao, 2020 .

Mapping the Salt Content in Soil Profiles using Vis-NIR Hyperspectral Imaging

Xianzhang Pan, Ya Liu, Changkun Wang, 2018, Soil Science Society of America Journal.

Consistent spatial distribution patterns of bacterial communities revealed by serial time-archived soils from long-term field experiments

Xianzhang Pan, Ya Liu, Shiwen Wu, 2019, Soil Biology and Biochemistry.

Linking soil bacterial diversity to satellite-derived vegetation productivity: a case study in arid and semi-arid desert areas.

Xianzhang Pan, Ya Liu, Changkun Wang, 2021, Environmental microbiology.

Estimating the soil salinity over partially vegetated surfaces from multispectral remote sensing image using non-negative matrix factorization

Changkun Wang, Fangfang Zhang, Xianzhang Pan, 2019, Geoderma.

Predicting Soil Salinity with Vis–NIR Spectra after Removing the Effects of Soil Moisture Using External Parameter Orthogonalization

Changkun Wang, Rongjie Shi, Xianzhang Pan, 2015, PloS one.

Alleviating Moisture Effects on Remote Sensing Estimation of Crop Residue Cover

Changkun Wang, Rongjie Shi, Xianzhang Pan, 2013 .

Removing the Effects of Iron Oxides from Vis‐NIR Spectra for Soil Organic Matter Prediction

Xianzhang Pan, Ya Liu, Qi-guo Zhao, 2018 .

Predicting Soil Salt Content Over Partially Vegetated Surfaces Using Non-Negative Matrix Factorization

Ya Liu, Rongjie Shi, Xianzhang Pan, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Simultaneous estimation of multiple soil properties under moist conditions using fractional-order derivative of vis-NIR spectra and deep learning

Ya Liu, Yuxin Ma, Wei Zheng, 2023, Geoderma.

Modeling the Effect of Moisture on the Reflectance of Crop Residues

Changkun Wang, Xianzhang Pan, Xianzhang Pan, 2012 .

Prediction of multiple soil fertility parameters using VisNIR spectroscopy and PXRF spectrometry

Xianzhang Pan, Ya Liu, Changkun Wang, 2021 .