Proximal optical sensors for nitrogen management of vegetable crops: A review
Optimal nitrogen (N) management is essential for profitable vegetable crop production and
to minimize N losses to the environment that are a consequence of an excessive N supply …
to minimize N losses to the environment that are a consequence of an excessive N supply …
Crop reflectance monitoring as a tool for water stress detection in greenhouses: A review
Highlights•Challenges detecting water status in greenhouses by remote sensing
presented.•Sensors available for reflectance sensing and applications are …
presented.•Sensors available for reflectance sensing and applications are …
Estimation of corn yield based on hyperspectral imagery and convolutional neural network
W Yang, T Nigon, Z Hao, GD Paiao… - … and Electronics in …, 2021 - Elsevier
Corn is an important food crop in the world, widely distributed in many countries because of
its excellent environmental adaptability. Moreover, corn is an important feed source for …
its excellent environmental adaptability. Moreover, corn is an important feed source for …
High-resolution mangrove forests classification with machine learning using worldview and UAV hyperspectral data
Y Jiang, L Zhang, M Yan, J Qi, T Fu, S Fan, B Chen - Remote Sensing, 2021 - mdpi.com
Mangrove forests, as important ecological and economic resources, have suffered a loss in
the area due to natural and human activities. Monitoring the distribution of and obtaining …
the area due to natural and human activities. Monitoring the distribution of and obtaining …
UAV-based hyperspectral and ensemble machine learning for predicting yield in winter wheat
Z Li, Z Chen, Q Cheng, F Duan, R Sui, X Huang, H Xu - Agronomy, 2022 - mdpi.com
Winter wheat is a widely-grown cereal crop worldwide. Using growth-stage information to
estimate winter wheat yields in a timely manner is essential for accurate crop management …
estimate winter wheat yields in a timely manner is essential for accurate crop management …
NDVI as a potential tool for predicting biomass, plant nitrogen content and growth in wheat genotypes subjected to different water and nitrogen conditions
The application of spectroradiometric index such as the normalized difference vegetation
index (NDVI) to assess green biomass or nitrogen (N) content has focused on the plant …
index (NDVI) to assess green biomass or nitrogen (N) content has focused on the plant …
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 remote sensing of leaf nitrogen concentration in winter wheat using multi-angular hyperspectral data
L He, X Song, W Feng, BB Guo, YS Zhang… - Remote Sensing of …, 2016 - Elsevier
Real-time, nondestructive monitoring of crop nitrogen (N) status is important for precise N
management in winter wheat production. Nadir viewing passive multispectral sensors have …
management in winter wheat production. Nadir viewing passive multispectral sensors have …
A comparison of crop data measured by two commercial sensors for variable-rate nitrogen application
Nitrogen (N) fertilizer rates applied spatially according to crop requirements can improve the
efficiency of N use. The study compares the performance of two commercial sensors, the …
efficiency of N use. The study compares the performance of two commercial sensors, the …
Evaluation of optical sensor measurements of canopy reflectance and of leaf flavonols and chlorophyll contents to assess crop nitrogen status of muskmelon
Nitrogen losses from intensive vegetal production systems are commonly associated with
contamination of water bodies. Sustainable and optimal economic N management requires …
contamination of water bodies. Sustainable and optimal economic N management requires …