Automatic identification and monitoring of plant diseases using unmanned aerial vehicles: A review
K Neupane, F Baysal-Gurel - Remote Sensing, 2021 - mdpi.com
Disease diagnosis is one of the major tasks for increasing food production in agriculture.
Although precision agriculture (PA) takes less time and provides a more precise application …
Although precision agriculture (PA) takes less time and provides a more precise application …
Lights, camera, action: high-throughput plant phenotyping is ready for a close-up
Highlights•State of high-throughput imaging technologies.•Highlights of Maker-type
phenotyping technologies.•Table of well-curated publically available high-throughput …
phenotyping technologies.•Table of well-curated publically available high-throughput …
Plant disease detection by imaging sensors–parallels and specific demands for precision agriculture and plant phenotyping
AK Mahlein - Plant disease, 2016 - Am Phytopath Society
Early and accurate detection and diagnosis of plant diseases are key factors in plant
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring
N Virlet, K Sabermanesh… - Functional plant …, 2016 - CSIRO Publishing
Current approaches to field phenotyping are laborious or permit the use of only a few
sensors at a time. In an effort to overcome this, a fully automated robotic field phenotyping …
sensors at a time. In an effort to overcome this, a fully automated robotic field phenotyping …
Automatic organ-level point cloud segmentation of maize shoots by integrating high-throughput data acquisition and deep learning
Y Li, W Wen, T Miao, S Wu, Z Yu, X Wang, X Guo… - … and Electronics in …, 2022 - Elsevier
Point cloud segmentation is essential for studying the 3D spatial characteristics of plants.
Notably, the segmentation accuracy greatly impacts subsequent 3D plant phenotypes …
Notably, the segmentation accuracy greatly impacts subsequent 3D plant phenotypes …
Plant phenotyping: from bean weighing to image analysis
Plant phenotyping refers to a quantitative description of the plant's anatomical,
ontogenetical, physiological and biochemical properties. Today, rapid developments are …
ontogenetical, physiological and biochemical properties. Today, rapid developments are …
Envirotyping for deciphering environmental impacts on crop plants
Y Xu - Theoretical and Applied Genetics, 2016 - Springer
Global climate change imposes increasing impacts on our environments and crop
production. To decipher environmental impacts on crop plants, the concept “envirotyping” is …
production. To decipher environmental impacts on crop plants, the concept “envirotyping” is …
[HTML][HTML] Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives
Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of
genomics and environment on plants, limiting the progress of smart breeding and precise …
genomics and environment on plants, limiting the progress of smart breeding and precise …
Pheno4D: A spatio-temporal dataset of maize and tomato plant point clouds for phenotyping and advanced plant analysis
Understanding the growth and development of individual plants is of central importance in
modern agriculture, crop breeding, and crop science. To this end, using 3D data for plant …
modern agriculture, crop breeding, and crop science. To this end, using 3D data for plant …
Plant phenomics: An overview of image acquisition technologies and image data analysis algorithms
The study of phenomes or phenomics has been a central part of biology. The field of
automatic phenotype acquisition technologies based on images has seen an important …
automatic phenotype acquisition technologies based on images has seen an important …