UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence

Development and evaluation of a low-cost and smart technology for precision weed management utilizing artificial intelligence

(2019) Victor Partel et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A remote sensing technique for detecting laurel wilt disease in avocado in presence of other biotic and abiotic stresses

(2018) Jaafar Abdulridha et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluating the performance of spectral features and multivariate analysis tools to detect laurel wilt disease and nutritional deficiency in avocado

(2018) Jaafar Abdulridha et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of grapevine yellows symptoms in Vitis vinifera L. with artificial intelligence

(2018) Albert Cruz et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Individual Tree Detection from Unmanned Aerial Vehicle (UAV) Derived Canopy Height Model in an Open Canopy Mixed Conifer Forest

(2017) Midhun Mohan et al.   Forests

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

(2017) Olli Nevalainen et al.   Remote Sensing

X-FIDO: An Effective Application for Detecting Olive Quick Decline Syndrome with Deep Learning and Data Fusion

(2017) Albert C. Cruz et al.   Frontiers in Plant Science

iPathology: Robotic Applications and Management of Plants and Plant Diseases

(2017) Yiannis Ampatzidis et al.   Sustainability

Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping

(2016) Anne-Katrin Mahlein   PLANT DISEASE

Metabolic variations in different citrus rootstock cultivars associated with different responses to Huanglongbing

(2016) Ute Albrecht et al.   PLANT PHYSIOLOGY AND BIOCHEMISTRY

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

Plant Pathology and Information Technology: Opportunity for Management of Disease Outbreak and Applications in Regulation Frameworks

(2016) Andrea Luvisi et al.   Sustainability

Deep learning

(2015) Yann LeCun et al.   NATURE

Overview and Current Status of Remote Sensing Applications Based on Unmanned Aerial Vehicles (UAVs)

(2015) Gonzalo Pajares   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Efficient Framework for Palm Tree Detection in UAV Images

(2014) Salim Malek et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluating Tree Detection and Segmentation Routines on Very High Resolution UAV LiDAR Data

(2014) Luke Wallace et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fruit Volatile Profiles of Two Citrus Hybrids Are Dramatically Different from Those of Their Parents

(2014) José Luis Rambla et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Comparison of two aerial imaging platforms for identification of Huanglongbing-infected citrus trees

(2013) Francisco Garcia-Ruiz et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Genetically Based Location from Triploid Populations and Gene Ontology of a 3.3-Mb Genome Region Linked to Alternaria Brown Spot Resistance in Citrus Reveal Clusters of Resistance Genes

(2013) José Cuenca et al.   PLoS One

Huanglongbing (Citrus Greening) Detection Using Visible, Near Infrared and Thermal Imaging Techniques

(2013) Sindhuja Sankaran et al.   SENSORS

Implementation of extensive citrus triploid breeding programs based on 4x × 2x sexual hybridisations

(2012) P. Aleza et al.   Tree Genetics & Genomes

Development of a low-cost agricultural remote sensing system based on an autonomous unmanned aerial vehicle (UAV)

(2011) Haitao Xiang et al.   BIOSYSTEMS ENGINEERING

Quantitative trait loci analysis of morphological traits in Citrus

(2011) Mehtap Şahin-Çevik et al.   Plant Biotechnology Reports

Acquisition of NIR-Green-Blue Digital Photographs from Unmanned Aircraft for Crop Monitoring

(2010) E. Raymond Hunt et al.   Remote Sensing