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Review of crop phenoty** in field plot experiments using UAV-mounted sensors and algorithms
The phenoty** of field crops quantifies a plant's structural and physiological
characteristics to facilitate crop breeding. High-throughput unmanned aerial vehicle (UAV) …
characteristics to facilitate crop breeding. High-throughput unmanned aerial vehicle (UAV) …
Unearthing soil-plant-microbiota crosstalk: Looking back to move forward
The soil is vital for life on Earth and its biodiversity. However, being a non-renewable and
threatened resource, preserving soil quality is crucial to maintain a range of ecosystem …
threatened resource, preserving soil quality is crucial to maintain a range of ecosystem …
[HTML][HTML] Utilizing spectral, structural and textural features for estimating oat above-ground biomass using UAV-based multispectral data and machine learning
Accurate and timely monitoring of biomass in breeding nurseries is essential for evaluating
plant performance and selecting superior genotypes. Traditional methods for phenoty** …
plant performance and selecting superior genotypes. Traditional methods for phenoty** …
Quantification and machine learning based N2O–N and CO2–C emissions predictions from a decomposing rye cover crop
Cover crops improve soil health and reduce the risk of soil erosion. However, their impact on
the carbon dioxide equivalence (CO2e) is unknown. Therefore, the objective of this 2‐yr …
the carbon dioxide equivalence (CO2e) is unknown. Therefore, the objective of this 2‐yr …
[HTML][HTML] Estimation of coastal wetland vegetation aboveground biomass by integrating UAV and satellite remote sensing data
Aboveground biomass (AGB) serves as a crucial indicator of the carbon sequestration
capacity of coastal wetland ecosystems. Conducting extensive field surveys in coastal …
capacity of coastal wetland ecosystems. Conducting extensive field surveys in coastal …
[HTML][HTML] Multispectral Vegetation Indices and Machine Learning Approaches for Durum Wheat (Triticum durum Desf.) Yield Prediction across Different Varieties
Durum wheat (Triticum durum Desf.) is one of the most widely cultivated cereal species in
the Mediterranean basin, supporting pasta, bread and other typical food productions …
the Mediterranean basin, supporting pasta, bread and other typical food productions …
[HTML][HTML] Predictive modeling of above-ground biomass in brachiaria pastures from satellite and UAV imagery using machine learning approaches
Grassland pastures are crucial for the global food supply through their milk and meat
production; hence, forage species monitoring is essential for cattle feed. Therefore …
production; hence, forage species monitoring is essential for cattle feed. Therefore …
Advancements in utilizing image-analysis technology for crop-yield estimation
Yield calculation is an important link in modern precision agriculture that is an effective
means to improve breeding efficiency and to adjust planting and marketing plans. With the …
means to improve breeding efficiency and to adjust planting and marketing plans. With the …
[HTML][HTML] An overview of using unmanned aerial system mounted sensors to measure plant above-ground biomass
Conventional measurement methods for above-ground biomass (AGB) are time-consuming,
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …
Empowering agrifood system with artificial intelligence: A survey of the progress, challenges and opportunities
With the world population rapidly increasing, transforming our agrifood systems to be more
productive, efficient, safe, and sustainable is crucial to mitigate potential food shortages …
productive, efficient, safe, and sustainable is crucial to mitigate potential food shortages …