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[HTML][HTML] Remote sensing monitoring of rice and wheat canopy nitrogen: A review
J Zheng, X Song, G Yang, X Du, X Mei, X Yang - Remote sensing, 2022 - mdpi.com
Nitrogen (N) is one of the most important elements for crop growth and yield formation.
Insufficient or excessive application of N fertilizers can limit crop yield and quality, especially …
Insufficient or excessive application of N fertilizers can limit crop yield and quality, especially …
Combining vegetation, color, and texture indices with hyperspectral parameters using machine-learning methods to estimate nitrogen concentration in rice stems and …
D Wang, R Li, T Liu, S Liu, C Sun, W Guo - Field crops research, 2023 - Elsevier
Context or problem Nitrogen is one of the important elements of crops, which plays a
decisive role in crop growth and development and the formation of yields. Monitoring of rice …
decisive role in crop growth and development and the formation of yields. Monitoring of rice …
Improved estimation of leaf chlorophyll content of row crops from canopy reflectance spectra through minimizing canopy structural effects and optimizing off-noon …
Leaf chlorophyll content (LCC), as an important indicator of photosynthetic capacity and
nitrogen status, has been non-destructively estimated from canopy reflectance spectra in …
nitrogen status, has been non-destructively estimated from canopy reflectance spectra in …
Nitrogen monitoring and inversion algorithms of fruit trees based on spectral remote sensing: a deep review
R **, Y Gu, X Zhang, Z Ren - Frontiers in Plant Science, 2024 - frontiersin.org
Nitrogen, as one of the important elements affecting the growth and development of fruit
trees, leads to slowed protein synthesis and reduced photosynthesis, resulting in yellowing …
trees, leads to slowed protein synthesis and reduced photosynthesis, resulting in yellowing …
Improving retrieval of leaf chlorophyll content from Sentinel-2 and Landsat-7/8 imagery by correcting for canopy structural effects
Accurately estimating leaf chlorophyll content (Chl) at large spatial scales is crucial for
monitoring agricultural production and plant photosynthesis. Sentinel-2 and Landsat-7/8 …
monitoring agricultural production and plant photosynthesis. Sentinel-2 and Landsat-7/8 …
Improved chlorophyll and water content estimations at leaf level with a hybrid radiative transfer and machine learning model
Accurate and robust quantifications of leaf chlorophyll and water contents facilitate a better
understanding of plant water and nutrient needs. Besides simplified spectral indices, other …
understanding of plant water and nutrient needs. Besides simplified spectral indices, other …
[HTML][HTML] Winter wheat nitrogen status estimation using UAV-based RGB imagery and Gaussian processes regression
Predicting the crop nitrogen (N) nutrition status is critical for optimizing nitrogen fertilizer
application. The present study examined the ability of multiple image features derived from …
application. The present study examined the ability of multiple image features derived from …
[HTML][HTML] Quantifying leaf chlorophyll concentration of sorghum from hyperspectral data using derivative calculus and machine learning
Leaf chlorophyll concentration (LCC) is an important indicator of plant health, vigor,
physiological status, productivity, and nutrient deficiencies. Hyperspectral spectroscopy at …
physiological status, productivity, and nutrient deficiencies. Hyperspectral spectroscopy at …
Nitrogen variability assessment of pasture fields under an integrated crop-livestock system using UAV, PlanetScope, and Sentinel-2 data
In agricultural production, nitrogen (N) deficiency reduces yield, while overapplication may
have an unwanted impact on the natural environment and farm finances. Frequent field N …
have an unwanted impact on the natural environment and farm finances. Frequent field N …
Estimation of canopy nitrogen content in winter wheat from Sentinel-2 images for operational agricultural monitoring
C Bossung, M Schlerf, M Machwitz - Precision Agriculture, 2022 - Springer
Canopy nitrogen content (CNC, kg/ha) provides crucial information for site-specific crop
fertilization and the usability of Sentinel-2 (S2) satellite data for CNC monitoring at high …
fertilization and the usability of Sentinel-2 (S2) satellite data for CNC monitoring at high …