Hyperspectral Sensors and Imaging Technologies in Phytopathology: State of the Art

Annual Review of Phytopathology
A-K MahleinA Walter

Abstract

Plant disease detection represents a tremendous challenge for research and practical applications. Visual assessment by human raters is time-consuming, expensive, and error prone. Disease rating and plant protection need new and innovative techniques to address forthcoming challenges and trends in agricultural production that require more precision than ever before. Within this context, hyperspectral sensors and imaging techniques-intrinsically tied to efficient data analysis approaches-have shown an enormous potential to provide new insights into plant-pathogen interactions and for the detection of plant diseases. This article provides an overview of hyperspectral sensors and imaging technologies for assessing compatible and incompatible plant-pathogen interactions. Within the progress of digital technologies, the vision, which is increasingly discussed in the society and industry, includes smart and intuitive solutions for assessing plant features in plant phenotyping or for making decisions on plant protection measures in the context of precision agriculture.

References

Nov 15, 2000·Trends in Plant Science·L Chaerle, D Van Der Straeten
Jan 10, 2003·Nature·Virginia Gewin
May 6, 2003·Annual Review of Phytopathology·Jonathan S WestH Alastair McCartney
Apr 6, 2006·Applied Microbiology and Biotechnology·Gerhard Wenzel
May 17, 2006·Trends in Ecology & Evolution·Pamela K AndersonPeter Daszak
Jun 9, 2006·Microbiology and Molecular Biology Reviews : MMBR·J FletcherS A Tolin
Sep 23, 2006·Journal of Experimental Botany·George Alan Blackburn
Jan 9, 2007·Journal of the Optical Society of America. A, Optics, Image Science, and Vision·Mark S Drew, Graham D Finlayson
Apr 6, 2007·Annual Review of Phytopathology·Erick D De Wolf, Scott A Isard
Sep 18, 2008·Journal of Experimental Botany·Mark N MerzlyakK Razi Naqvi
Apr 24, 2009·Annual Review of Phytopathology·Sally A MillerCarrie Lapaire Harmon
Jan 1, 1994·Annual Review of Phytopathology·J C Zadoks, F van den Bosch
Feb 13, 2010·Science·Robin Gebbers, Viacheslav I Adamchuk
Nov 15, 2011·Trends in Plant Science·Robert T Furbank, Mark Tester
Jan 20, 2012·Current Opinion in Biotechnology·Fabio FioraniUlrich Schurr
Jan 26, 2012·Plant Methods·Anne-Katrin MahleinErich-Christian Oerke
Apr 14, 2012·Nature·Matthew C FisherSarah J Gurr
May 23, 2012·Annual Review of Phytopathology·Solke H De Boer, María M López
Nov 17, 2012·Trends in Genetics : TIG·Lesley A BoydHei Leung
Mar 5, 2013·Annual Review of Plant Biology·Fabio Fiorani, Ulrich Schurr
Nov 2, 2013·Analytica Chimica Acta·Carlotta FerrariAlessandro Ulrici
Mar 4, 2015·Current Opinion in Plant Biology·Noah FahlgrenIvan Baxter
Mar 15, 2015·Plant Methods·Achim WalterAndreas Hund
Mar 21, 2015·Plant Methods·Frank LiebischAndreas Hund
May 29, 2015·Nature·Yann LeCunGeoffrey Hinton
Dec 15, 2015·Trends in Plant Science·Arti SinghSoumik Sarkar
Dec 15, 2015·Trends in Plant Science·Jan G SchaartMarinus J M Smulders
Jan 29, 2016·Nature·David SilverDemis Hassabis
Mar 10, 2016·Scientific Reports·Mirwaes WahabzadaKristian Kersting
Jun 15, 2016·Annual Review of Phytopathology·Tyr Wiesner-Hanks, Rebecca Nelson
Jul 16, 2016·Computational Intelligence and Neuroscience·Srdjan SladojevicDarko Stefanovic
Aug 28, 2016·Journal of Experimental Botany·Erich-Christian OerkeReinhard Toepfer
Sep 13, 2016·Phytopathology·Ivan SimkoXavier R R Sirault
Sep 14, 2016·Critical Reviews in Food Science and Nutrition·Kate SendinMarena Manley
Mar 5, 2017·Trends in Plant Science·Laetitia WillocquetJonathan Yuen

❮ Previous
Next ❯

Citations

Jul 10, 2019·Annual Review of Virology·Roger A C Jones, Rayapati A Naidu
Feb 26, 2020·Annual Review of Plant Biology·Michelle WattUlrich Schurr
Sep 23, 2020·PloS One·Sharifa G CrandallDenis S Willett
Jun 4, 2019·Frontiers in Plant Science·Johannes FahrentrappBernd Panassiti
Mar 19, 2019·Frontiers in Plant Science·Gerrit PolderJan Kamp
Aug 28, 2020·Annual Review of Phytopathology·Erich-Christian Oerke
Jul 23, 2020·Plant Disease·Katherine J EvansKaren Barry
May 22, 2020·The Science of the Total Environment·Felipe Librán-EmbidIngo Grass
Nov 12, 2020·Current Opinion in Biotechnology·Dominique HoltappelsJeroen Wagemans
Jun 27, 2019·Trends in Biotechnology·Antoine L HarfoucheArie Altman
Mar 16, 2021·Emerging Topics in Life Sciences·Gonçalo SilvaNeil Boonham
Jun 19, 2021·Annual Review of Plant Biology·Christine V HawkesLars Hestbjerg Hansen
Jul 6, 2021·Frontiers in Plant Science·Mariela Fernández-CamposC D Cruz
Jul 15, 2021·Trends in Plant Science·Viet D NguyenEdhem Čustović
Jul 15, 2021·Trends in Plant Science·Dawei SunHaiyan Cen
Aug 22, 2021·Trends in Plant Science·Dawei SunHaiyan Cen
Sep 5, 2021·Physiologia Plantarum·Miguel González GuzmánVicent Arbona
Feb 16, 2021·Phytopathology·David BohnenkampAnne-Katrin Mahlein
Jul 30, 2021··A. AshwardhanS. Durgendra Sai

❮ Previous
Next ❯

Methods Mentioned

BETA
PCA

Software Mentioned

AlphaGo
PROCOSINE
REGLOGSEP
Spectral Angle Mapper
Spectral Angle Mapper ( SAM )

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

Healthcare Informatics : the Business Magazine for Information and Communication Systems
Mary Van Beusekom
Journal of AHIMA
Mark Crawford
The Canadian Nurse
P deVries
Frontiers in Plant Science
Andrew M Mutka, Rebecca S Bart
© 2022 Meta ULC. All rights reserved