Advances in optical phenoty** of cereal crops

D Sun, K Robbins, N Morales, Q Shu, H Cen - Trends in plant science, 2022 - cell.com
Optical sensors and sensing-based phenoty** techniques have become mainstream
approaches in high-throughput phenoty** for improving trait selection and genetic gains …

Nitrogen gap amelioration is a core for sustainable intensification of agriculture—A concept

W Grzebisz, R Łukowiak - Agronomy, 2021 - mdpi.com
The main reason for the development of the yield gap in crop production is the inefficient
management of nitrogen (N). The nitrogen gap (NG) cannot be ameliorated without an …

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 …

Estimation of paddy rice nitrogen content and accumulation both at leaf and plant levels from UAV hyperspectral imagery

L Wang, S Chen, D Li, C Wang, H Jiang, Q Zheng… - Remote sensing, 2021 - mdpi.com
Remote sensing-based map** of crop nitrogen (N) status is beneficial for precision N
management over large geographic regions. Both leaf/canopy level nitrogen content and …

Evaluating the role of solar-induced fluorescence (SIF) and plant physiological traits for leaf nitrogen assessment in almond using airborne hyperspectral imagery

Y Wang, L Suárez, T Poblete, V González-Dugo… - Remote Sensing of …, 2022 - Elsevier
Accurate, spatially extensive, and frequent assessments of plant nitrogen (N) enabled by
remote sensing allow growers to optimize fertilizer applications and reduce environmental …

A novel machine learning approach to estimate grapevine leaf nitrogen concentration using aerial multispectral imagery

A Moghimi, A Pourreza, G Zuniga-Ramirez… - Remote Sensing, 2020 - mdpi.com
Assessment of the nitrogen status of grapevines with high spatial, temporal resolution offers
benefits in fertilizer use efficiency, crop yield and quality, and vineyard uniformity. The …

Combination of continuous wavelet transform and successive projection algorithm for the estimation of winter wheat plant nitrogen concentration

X Chen, F Li, Q Chang - Remote Sensing, 2023 - mdpi.com
Plant nitrogen concentration (PNC) is a traditional standard index to measure the nitrogen
nutritional status of winter wheat. Rapid and accurate diagnosis of PNC performs an …

Estimation of winter wheat canopy chlorophyll content based on canopy spectral transformation and machine learning method

X Chen, F Li, B Shi, K Fan, Z Li, Q Chang - Agronomy, 2023 - mdpi.com
Canopy chlorophyll content (CCC) is closely related to crop nitrogen status, crop growth and
productivity, detection of diseases and pests, and final yield. Thus, accurate monitoring of …

[HTML][HTML] Estimation of nitrogen in rice crops from UAV-captured images

JD Colorado, N Cera-Bornacelli, JS Caldas, E Petro… - Remote Sensing, 2020 - mdpi.com
Leaf nitrogen (N) directly correlates to chlorophyll production, affecting crop growth and
yield. Farmers use soil plant analysis development (SPAD) devices to calculate the amount …

Uncertainty quantification of nitrogen use efficiency prediction in China using Monte Carlo simulation and quantile regression forests

Y Liu, GBM Heuvelink, Z Bai, P He - Computers and Electronics in …, 2023 - Elsevier
Nitrogen use efficiency (NUE) plays an essential role in food security and environmental
sustainability. With the development of technology, NUE prediction by models has come …