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Physics-informed machine learning and Vision Transformer for predicting photosynthetic traits, biomass, and grain yield in winter wheat using UAV multispectral imagery
Predicting crop photosynthetic traits from UAV imagery requires frameworks that connect canopy-level spectral observations to …
DOI
An Intelligent Data-Driven Framework for Optimizing Wheat Management toward High Yields with Reduced Nitrogen Inputs
Achieving a balance between high and stable wheat yields and reduced nitrogen inputs remains a major challenge for sustainable …
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Chlorophyll-Based Canopy Photosynthesis Model: Development and Global Synergy Analysis
Accurate estimation of gross primary production (GPP) is essential for understanding the carbon cycle in terrestrial ecosystems. …
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Phenotyping maize stay green traits via in situ leaf hyperspectral reflectance sensing
Advancements in stay-green phenotyping are increasingly utilizing hyperspectral sensing technology to assess crop response under …
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A Transferable MMD-CWT Framework for Accurate Cross-Regional Prediction of Maize Leaf Nitrogen Using Hyperspectral Sensing
Accurate prediction of leaf nitrogen concentration (LNC) is crucial for optimizing nitrogen (N) management; however, the robustness of …
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UAV multispectral to hyperspectral reconstruction based on deep learning and radiative transfer models for crop nitrogen monitoring
Accurate and timely monitoring of canopy nitrogen (N) status is essential for precision farming and understanding N dynamics in …
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Monitoring Phosphorus Content in Winter Wheat Using Feature Fusion and Feature Selection from UAV Remote Sensing Imagery
The rapid and accurate quantification of plant phosphorus (P) content is essential for the real-time assessment of crop P status and …
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A Drone Imagery Dataset for Semantic Segmentation of Urban Garden Ground Covers in Biodiversity Studies
Abstract Urban gardens promote urban biodiversity by providing diverse ground covers that support habitat provision, …
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Meta-analysis of environmental-induced changes in optimal nitrogen rate of wheat at regional scale in China
Effective nitrogen (N) management is crucial for the sustainability of wheat production in China, yet achieving a balance between high …
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A Closed-Form Equation Linking Soil Moisture and Evaporation
Estimating evaporation from surface soil moisture data poses a persistent challenge for modeling the hydrological cycle. Deriving a …
DOI