Predicting within-field variability in grain yield and protein content of winter wheat using UAV-based multispectral imagery and machine learning approaches

On‐Farm Research: Experimental Approaches, Analytical Frameworks, Case Studies, and Impact

(2019) Peter M. Kyveryga   AGRONOMY JOURNAL

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Establishing the precision and robustness of farmers’ crop experiments

(2018) Ben Marchant et al.   FIELD CROPS RESEARCH

Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives

(2017) Guijun Yang et al.   Frontiers in Plant Science

High Throughput Field Phenotyping of Wheat Plant Height and Growth Rate in Field Plot Trials Using UAV Based Remote Sensing

(2016) Fenner Holman et al.   Remote Sensing

Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods

(2014) P.J. Zarco-Tejada et al.   EUROPEAN JOURNAL OF AGRONOMY

Predicting grain yield and protein content in wheat by fusing multi-sensor and multi-temporal remote-sensing images

(2014) Laigang Wang et al.   FIELD CROPS RESEARCH

Pheno-Copter: A Low-Altitude, Autonomous Remote-Sensing Robotic Helicopter for High-Throughput Field-Based Phenotyping

(2014) Scott Chapman et al.   Agronomy-Basel

UAV-based Imaging for Multi-Temporal, very high Resolution Crop Surface Models to monitor Crop Growth VariabilityMonitoring des Pflanzenwachstums mit Hilfe multitemporaler und hoch auflösender Oberflächenmodelle von Getreidebeständen auf Basis von Bildern aus UAV-Befliegungen

(2013) Juliane Bendig et al.   Photogrammetrie Fernerkundung Geoinformation

Improving wheat breadmaking quality by splitting the N fertilizer rate

(2010) T. Fuertes-Mendizábal et al.   EUROPEAN JOURNAL OF AGRONOMY

Variation of grain nitrogen content in relation with grain yield in old and modern Spanish wheats grown under a wide range of agronomic conditions in a Mediterranean region

(2009) M. M. ACRECHE et al.   JOURNAL OF AGRICULTURAL SCIENCE

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT