Yunpeng Duan
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View article: ResHAN-GAM: A novel model for the inversion and prediction of soil organic matter content
ResHAN-GAM: A novel model for the inversion and prediction of soil organic matter content Open
Soil organic matter (SOM) is crucial in determining soil health, improving crop production, and enabling sustainability in agriculture. Precise determination of SOM content is thus crucial for land management as well as for maintaining eco…
View article: A Novel Transformer-CNN Approach for Predicting Soil Properties from LUCAS Vis-NIR Spectral Data
A Novel Transformer-CNN Approach for Predicting Soil Properties from LUCAS Vis-NIR Spectral Data Open
Soil, a non-renewable resource, requires continuous monitoring to prevent degradation and support sustainable agriculture. Visible-near-infrared (Vis-NIR) spectroscopy is a rapid and cost-effective method for predicting soil properties. Wh…
View article: Research on the Impact of Digital Economy on Manufacturing Total Factor Productivity
Research on the Impact of Digital Economy on Manufacturing Total Factor Productivity Open
This paper empirically tests the impact mechanism of digital economy development on manufacturing total factor productivity, using data from Chinese manufacturing enterprises from 2011 to 2020, and based on the theoretical framework of the…