Yanjie Fang
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View article: Optimizing Explainability-Accuracy Trade-offs in Deep Neural Networks via Constrained Information Bottleneck Regularization
Optimizing Explainability-Accuracy Trade-offs in Deep Neural Networks via Constrained Information Bottleneck Regularization Open
The increasing complexity of deep neural networks (DNNs) has led to a pressing need to optimize the trade-off between model accuracy and explainability. In this paper, we introduce a novel framework employing constrained information bottle…
View article: Modeling optimal nitrogen application rate and placement for maximizing wheat yield in a semi-arid environment using APSIM
Modeling optimal nitrogen application rate and placement for maximizing wheat yield in a semi-arid environment using APSIM Open
To investigate the optimal nitrogen (N) application amount and depth that can simultaneously improve both yield and nitrogen use efficiency, we employed the APSIM-Wheat model. The model was calibrated and validated using field trial data f…
View article: Deep Fertilization Enhances Crude Protein Content in Forage Maize by Modulating Key Enzymes of Protein Synthesis Across Plant Organs in Semi-Arid Regions of China
Deep Fertilization Enhances Crude Protein Content in Forage Maize by Modulating Key Enzymes of Protein Synthesis Across Plant Organs in Semi-Arid Regions of China Open
Appropriate fertilization depth promotes the absorption and transport of nutrients, crop growth and yield. However, little is known about whether deep fertilization improves crude protein synthesis and how to regulate it. A two-year field …
View article: Fatigue-resistant and super-tough thermocells
Fatigue-resistant and super-tough thermocells Open
Wearable thermocells offer a sustainable energy solution for wearable electronics but are hindered by poor fatigue resistance, low fracture energy, and thermal inefficiencies. In this study, we present a high-strength, fatigue-resistant th…
View article: Optimizing the Relationships between the Amount and Application Depth of Applied Nitrogen Fertilizer for Maximum Wheat Yield in a Semi-Arid Region Using the Apsim Model
Optimizing the Relationships between the Amount and Application Depth of Applied Nitrogen Fertilizer for Maximum Wheat Yield in a Semi-Arid Region Using the Apsim Model Open
View article: Molecular Conjugated‐Polymer Electrode Enables Rapid Proton Conduction for Electrosynthesis of Ammonia from Nitrate
Molecular Conjugated‐Polymer Electrode Enables Rapid Proton Conduction for Electrosynthesis of Ammonia from Nitrate Open
Electrosynthesis of ammonia (NH 3 ) from nitrate (NO 3 − ) using renewable energy holds promise as a supplementary alternative to the Haber−Bosch process for NH 3 production. Most research focuses on tuning the catalytic activity of metal …
View article: The impact of chemical fertilizer placement on crude protein synthesis in different organs of forage maize growing in semi-arid areas in China
The impact of chemical fertilizer placement on crude protein synthesis in different organs of forage maize growing in semi-arid areas in China Open
[Aim] Fertilizer placement affects the absorption and transport of nutrients, certainly affects protein synthesis in crops. This study aimed to elucidate the impact and regulation mechanisms of chemical fertilizer placement on crude protei…
View article: Effects of Deep Vertical Rotary Tillage on Soil Water Use and Yield Formation of Forage Maize on Semiarid Land
Effects of Deep Vertical Rotary Tillage on Soil Water Use and Yield Formation of Forage Maize on Semiarid Land Open
Forage maize is one of the most important feed crops for livestock production, and is mainly grown in northwest China. However, their growth is often stressed by limited soil water availability due to the arid climate. To provide more soil…
View article: Charge Photoaccumulation in Covalent Polymer Networks for Boosting Photocatalytic Nitrate Reduction to Ammonia
Charge Photoaccumulation in Covalent Polymer Networks for Boosting Photocatalytic Nitrate Reduction to Ammonia Open
In the design of photoelectrocatalytic cells, a key element is effective photogeneration of electron‐hole pairs to drive redox activation of catalysts. Despite recent progress in photoelectrocatalysis, experimental realization of a high‐pe…
View article: Effects of the Plastic Mulching System and Fertilizer Application on the Yield of Tartary Buckwheat (Fagopyrum tataricum) and Water Consumption Characteristics in a Semi-Arid Area
Effects of the Plastic Mulching System and Fertilizer Application on the Yield of Tartary Buckwheat (Fagopyrum tataricum) and Water Consumption Characteristics in a Semi-Arid Area Open
Although plastic film mulching is commonly utilized to enhance crop water use efficiency (WUE) in semi-arid areas, the combined effect of plastic film mulching and fertilizer application on Tartary buckwheat yield is still unknown. To addr…
View article: Regulation of Density and Fertilization on Crude Protein Synthesis in Forage Maize in a Semiarid Rain-Fed Area
Regulation of Density and Fertilization on Crude Protein Synthesis in Forage Maize in a Semiarid Rain-Fed Area Open
Density and fertilization mode are the key factors regulating crude protein synthesis in forage maize; however, there is a lack of systematic understanding of the regulation mechanism. Here, the nitrogen/potassium ratio (N/K), free amino a…
View article: Growth Response of Tartary Buckwheat to Plastic Mulching and Fertilization on Semiarid Land
Growth Response of Tartary Buckwheat to Plastic Mulching and Fertilization on Semiarid Land Open
Integrated hole-sowing, fertilization, and plastic mulching techniques are common agronomic practices applied to collect rainwater and to improve rainwater utilization in semiarid rain-fed regions. However, little is known about the growth…
View article: Can Machine Learning Algorithms Successfully Predict Grassland Aboveground Biomass?
Can Machine Learning Algorithms Successfully Predict Grassland Aboveground Biomass? Open
The timely and accurate estimation of grassland aboveground biomass (AGB) is important. Machine learning (ML) has been widely used in the past few decades to deal with complex relationships. In this study, based on an 11-year period (2005–…
View article: Vertical Rotary Sub-Soiling Under Ridge–Furrow with Plastic Mulching System Increased Crops Yield by Efficient Use of Deep Soil Moisture and Rainfall
Vertical Rotary Sub-Soiling Under Ridge–Furrow with Plastic Mulching System Increased Crops Yield by Efficient Use of Deep Soil Moisture and Rainfall Open
View article: Effects of whole soil-plastic mulching system and fertilization rates on water consumption characteristics and yield of tartary buckwheat in arid land
Effects of whole soil-plastic mulching system and fertilization rates on water consumption characteristics and yield of tartary buckwheat in arid land Open
In order to study the effects of whole soil-plastic mulching planting and different fertilization rates on soil water consumption characteristics and yields of tartary buckwheat, a three-year (2015–2017) located experiment was carried out …
View article: Effects of tillage depth on soil hydrological characteristics and potato yield on northwest Loess Plateau
Effects of tillage depth on soil hydrological characteristics and potato yield on northwest Loess Plateau Open
The subsoiling can break the plough pan and optimize soil hydrological characteristics. However, the study on the effects of tillage depths on soil water characteristics, potato water consumption and yield, is insufficient. The field exper…
View article: Plastic Film Mulching Sustains High Maize (Zea mays L.) Grain Yield and Maintains Soil Water Balance in Semiarid Environment
Plastic Film Mulching Sustains High Maize (Zea mays L.) Grain Yield and Maintains Soil Water Balance in Semiarid Environment Open
Ridge–furrow cultivation with plastic film mulching has been widely used for many years to increase crop yields in semiarid regions. The long-term effects of plastic mulching on crop yield and soil water balance need to be seriously consid…
View article: Incorporation of Manure into Ridge and Furrow Planting System Boosts Yields of Maize by Optimizing Soil Moisture and Improving Photosynthesis
Incorporation of Manure into Ridge and Furrow Planting System Boosts Yields of Maize by Optimizing Soil Moisture and Improving Photosynthesis Open
A sustainable management strategy of soil fertility and cropping system is critical to guaranteeing food security. However, little is known about the effects of soil amendment strategies on crop growth via regulating soil moisture and phot…