A novel remote sensing approach for prediction of maize yield under different conditions of nitrogen fertilization

O Vergara-Díaz, MA Zaman-Allah, B Masuka… - Frontiers in Plant …, 2016 - frontiersin.org
Maize crop production is constrained worldwide by nitrogen (N) availability and particularly
in poor tropical and subtropical soils. The development of affordable high-throughput crop …

Evaluating maize genotype performance under low nitrogen conditions using RGB UAV phenotyping techniques

ML Buchaillot, A Gracia-Romero, O Vergara-Diaz… - Sensors, 2019 - mdpi.com
Maize is the most cultivated cereal in Africa in terms of land area and production, but low soil
nitrogen availability often constrains yields. Developing new maize varieties with high and …

Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in Maize (Zea mays L.) from a Standard UAV Service

Á Maresma, M Ariza, E Martínez, J Lloveras… - Remote Sensing, 2016 - mdpi.com
The growing use of commercial unmanned aerial vehicles (UAV) and the need to adjust N
fertilization rates in maize (Zea mays L.) currently constitute a key research issue. In this …

Leaf nitrogen concentration and plant height prediction for maize using UAV-based multispectral imagery and machine learning techniques

LP Osco, JM Junior, APM Ramos, DEG Furuya… - Remote Sensing, 2020 - mdpi.com
Under ideal conditions of nitrogen (N), maize (Zea mays L.) can grow to its full potential,
reaching maximum plant height (PH). As a rapid and nondestructive approach, the analysis …

Determining nitrogen deficiencies for maize using various remote sensing indices

BW Burns, VS Green, AA Hashem, JH Massey… - Precision …, 2022 - Springer
Determining a precise nitrogen fertilizer requirement for maize in a particular field and year
has proven to be a challenge due to the complexity of the nitrogen inputs, transformations …

Detecting interactive effects of N fertilization and heat stress on maize productivity by remote sensing techniques

A Elazab, RA Ordóñez, R Savin, GA Slafer… - European Journal of …, 2016 - Elsevier
The objective of this study was to compare the performance of two different remotely sensed
techniques in detecting the effects of terminal heat stress and N fertilization on final maize …

Improving estimation of summer maize nitrogen status with red edge-based spectral vegetation indices

F Li, Y Miao, G Feng, F Yuan, S Yue, X Gao, Y Liu… - Field Crops …, 2014 - Elsevier
In recent decades, many spectral indices have been proposed to estimate crop nitrogen (N)
status parameters. However, most of the indices based on red radiation lose their sensitivity …

Comparative performance of ground vs. aerially assessed RGB and multispectral indices for early-growth evaluation of maize performance under phosphorus …

A Gracia-Romero, SC Kefauver… - Frontiers in Plant …, 2017 - frontiersin.org
Low soil fertility is one of the factors most limiting agricultural production, with phosphorus
deficiency being among the main factors, particularly in developing countries. To deal with …

Quickbird satellite and ground-based multispectral data correlations with agronomic parameters of irrigated maize grown in small plots

WC Bausch, AD Halvorson, J Cipra - Biosystems engineering, 2008 - Elsevier
Satellite remote sensing has not been practical for agronomic research conducted using
small plots due to spatial resolution issues. The objectives were to determine,(1) the …

Operational maize yield model development and validation based on remote sensing and agro‐meteorological data in Kenya

O Rojas - International Journal of Remote Sensing, 2007 - Taylor & Francis
Remote‐sensing data acquired by satellite have a wide scope for agricultural applications
owing to their synoptic and repetitive coverage. On the one hand, spectral indices deduced …