Thermal Imaging for Plant Stress Detection and Phenotyping

Spatial and Temporal Variability of Plant Leaf Responses Cascade after PSII Inhibition: Raman, Chlorophyll Fluorescence and Infrared Thermal Imaging

(2020) Petr Vítek et al.   SENSORS

Impact of camera focal length and sUAS flying altitude on spatial crop canopy temperature evaluation

(2020) H.S. Sangha et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Applications of UAV Thermal Imagery in Precision Agriculture: State of the Art and Future Research Outlook

(2020) Gaetano Messina et al.   Remote Sensing

Rhizobacteria-induced systemic resilience in Sorghum bicolor (L.) Moench against Fusarium pseudograminearum crown rot under drought stress conditions

(2020) René Carlson et al.   BIOLOGICAL CONTROL

Active thermography for real time monitoring of UV-B plant interactions

(2020) M. Rippa et al.   JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY

High-throughput phenotyping platform for analyzing drought tolerance in rice

(2020) Song Lim Kim et al.   PLANTA

Feasibility of Low-Cost Thermal Imaging for Monitoring Water Stress in Young and Mature Sweet Cherry Trees

(2020) Pedro José Blaya-Ros et al.   Applied Sciences-Basel

A Non-Invasive Analysis of Seed Vigor by Infrared Thermography

(2020) Liya Liu et al.   Plants-Basel

A review of computer vision technologies for plant phenotyping

(2020) Zhenbo Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Outdoor infrared imaging for spatial and temporal thermography: A case study of necrotic versus healthy leaf areas on woody plants

(2020) Junhyung Park et al.   JOURNAL OF PHYTOPATHOLOGY

Thermography as a Tool to Assess Inter-Cultivar Variability in Garlic Performance along Variations of Soil Water Availability

(2020) Álvaro Sánchez-Virosta et al.   Remote Sensing

Review: New sensors and data-driven approaches—A path to next generation phenomics

(2019) Thomas Roitsch et al.   PLANT SCIENCE

Challenges and Best Practices for Deriving Temperature Data from an Uncalibrated UAV Thermal Infrared Camera

(2019) Julia Kelly et al.   Remote Sensing

UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras

(2019) Vasit Sagan et al.   Remote Sensing

Detection of white root rot in avocado trees by remote sensing

(2019) María Luisa Pérez Bueno et al.   PLANT DISEASE

Machine learning in plant–pathogen interactions: empowering biological predictions from field scale to genome scale

(2019) Jana Sperschneider   NEW PHYTOLOGIST

Dynamic leaf energy balance: deriving stomatal conductance from thermal imaging in a dynamic environment

(2019) Silvere Vialet-Chabrand et al.   JOURNAL OF EXPERIMENTAL BOTANY

Using Thermography to Confirm Genotypic Variation for Drought Response in Maize

(2019) Raphael Casari et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Field crop phenomics: enabling breeding for radiation use efficiency and biomass in cereal crops

(2019) Robert T. Furbank et al.   NEW PHYTOLOGIST

UAV and Ground Image-Based Phenotyping: A Proof of Concept with Durum Wheat

(2019) Adrian Gracia-Romero et al.   Remote Sensing

Application of Remote Sensing for Phenotyping Tar Spot Complex Resistance in Maize

(2019) Alexander Loladze et al.   Frontiers in Plant Science

New Insights in Potato Leaf Freezing by Infrared Thermography

(2019) Matthias Stegner et al.   Applied Sciences-Basel

Multi-scale high-throughput phenotyping of apple architectural and functional traits in orchard reveals genotypic variability under contrasted watering regimes

(2019) Aude Coupel-Ledru et al.   Horticulture Research

Use of thermal imaging and Fourier transform infrared spectroscopy for the pre-symptomatic detection of cucumber downy mildew

(2019) Dong-Mei Wen et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Differential response of growth and photosynthesis in diverse cotton genotypes under hypoxia stress

(2019) R. PAN et al.   PHOTOSYNTHETICA

A global surveillance system for crop diseases

(2019) M. Carvajal-Yepes et al.   SCIENCE

Thermal Imaging Reliability for Estimating Grain Yield and Carbon Isotope Discrimination in Wheat Genotypes: Importance of the Environmental Conditions

(2019) Sebastián Romero-Bravo et al.   SENSORS

Thermal imaging in plant and ecosystem ecology: applications and challenges

(2019) Christopher Still et al.   Ecosphere

Thermal imaging as a noninvasive technique for analyzing circadian rhythms in plants

(2019) Yuri Dakhiya et al.   NEW PHYTOLOGIST

Opportunities and Limitations of Crop Phenotyping in Southern European Countries

(2019) Joaquim Miguel Costa et al.   Frontiers in Plant Science

Monitoring plant diseases and pests through remote sensing technology: A review

(2019) Jingcheng Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development of thermography methodology for early diagnosis of fungal infection in table grapes: The case of Aspergillus carbonarius

(2019) N. Mastrodimos et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

High-throughput field phenotyping of Ascochyta blight disease severity in chickpea

(2019) Chongyuan Zhang et al.   CROP PROTECTION

UAV-based thermal imaging in the assessment of water status of soybean plants

(2019) Luís Guilherme Teixeira Crusiol et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Phenotyping viral infection in sweetpotato using a high-throughput chlorophyll fluorescence and thermal imaging platform

(2019) Linping Wang et al.   Plant Methods

Infrared Thermography to Estimate Vine Water Status: Optimizing Canopy Measurements and Thermal Indices for the Varieties Merlot and Moscato in Northern Italy

(2019) Nicola Belfiore et al.   Agronomy-Basel

Evaluating Remotely-Sensed Grapevine (Vitis vinifera L.) Water Stress Responses Across a Viticultural Region

(2019) Vinay Pagay et al.   Agronomy-Basel

Thermal imaging at plant level to assess the crop-water status in almond trees ( cv . Guara) under deficit irrigation strategies

(2018) I.F. García-Tejero et al.   AGRICULTURAL WATER MANAGEMENT

The Use of Features from Fluorescence, Thermography, and NDVI Imaging to Detect Biotic Stress in Lettuce

(2018) Martin Sandmann et al.   PLANT DISEASE

The use of infrared thermal imaging as a non-destructive screening tool for identifying drought-tolerant lentil genotypes

(2018) Sajitha Biju et al.   PLANT PHYSIOLOGY AND BIOCHEMISTRY

Detection of Bacterial Infection in Melon Plants by Classification Methods Based on Imaging Data

(2018) Mónica Pineda et al.   Frontiers in Plant Science

Machine Learning in Agriculture: A Review

(2018) Konstantinos Liakos et al.   SENSORS

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

Canopy temperature from an Unmanned Aerial Vehicle as an indicator of tree stress associated with red band needle blight severity

(2018) Magdalena Smigaj et al.   FOREST ECOLOGY AND MANAGEMENT

Use of multicolour fluorescence imaging for diagnosis of bacterial and fungal infection on zucchini by implementing machine learning

(2017) M�nica Pineda et al.   FUNCTIONAL PLANT BIOLOGY

Detection of pre-symptomatic rose powdery-mildew and gray-mold diseases based on thermal vision

(2017) M. Jafari et al.   INFRARED PHYSICS & TECHNOLOGY

Thermal phenotyping of stomatal sensitivity in spring barley

(2017) P. Rischbeck et al.   JOURNAL OF AGRONOMY AND CROP SCIENCE

Phenomic Approaches and Tools for Phytopathologists

(2017) Ivan Simko et al.   PHYTOPATHOLOGY

Comparison of visible imaging, thermography and spectrometry methods to evaluate the effect of Heterodera schachtii inoculation on sugar beets

(2017) Samuel Joalland et al.   Plant Methods

Comparative conventional and phenomics approaches to assess symbiotic effectiveness of Bradyrhizobia strains in soybean (Glycine max L. Merrill) to drought

(2017) Venkadasamy Govindasamy et al.   Scientific Reports

High Resolution Multispectral and Thermal Remote Sensing-Based Water Stress Assessment in Subsurface Irrigated Grapevines

(2017) Carlos Zúñiga Espinoza et al.   Remote Sensing

Use of Blue-Green Fluorescence and Thermal Imaging in the Early Detection of Sunflower Infection by the Root Parasitic Weed Orobanche cumana Wallr.

(2017) Carmen M. Ortiz-Bustos et al.   Frontiers in Plant Science

UAV-Based Thermal Imaging for High-Throughput Field Phenotyping of Black Poplar Response to Drought

(2017) Riccardo Ludovisi et al.   Frontiers in Plant Science

Comparative UAV and Field Phenotyping to Assess Yield and Nitrogen Use Efficiency in Hybrid and Conventional Barley

(2017) Shawn C. Kefauver et al.   Frontiers in Plant Science

Assessing the Reliability of Thermal and Optical Imaging Techniques for Detecting Crop Water Status under Different Nitrogen Levels

(2017) Daniele Masseroni et al.   Sustainability

Thermal data to monitor crop-water status in irrigated Mediterranean viticulture

(2016) I.F. García-Tejero et al.   AGRICULTURAL WATER MANAGEMENT

Linking thermal imaging to physiological indicators in Carica papaya L. under different watering regimes

(2016) R.S.N Lima et al.   AGRICULTURAL WATER MANAGEMENT

Development and evaluation of thermal infrared imaging system for high spatial and temporal resolution crop water stress monitoring of corn within a greenhouse

(2016) Devin L. Mangus et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Alterations in primary and secondary metabolism inVitis vinifera‘Malvasía de Banyalbufar’ upon infection with Grapevine leafroll-associated virus 3

(2016) Rafael Montero et al.   PHYSIOLOGIA PLANTARUM

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

(2016) Anne-Katrin Mahlein   PLANT DISEASE

Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration

(2016) David Gómez-Candón et al.   PRECISION AGRICULTURE

Machine Learning for High-Throughput Stress Phenotyping in Plants

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

Picturing pathogen infection in plants

(2016) Matilde Barón et al.   ZEITSCHRIFT FUR NATURFORSCHUNG SECTION C-A JOURNAL OF BIOSCIENCES

Early Detection and Quantification of Almond Red Leaf Blotch Using High-Resolution Hyperspectral and Thermal Imagery

(2016) Manuel López-López et al.   Remote Sensing

Selecting Canopy Zones and Thresholding Approaches to Assess Grapevine Water Status by Using Aerial and Ground-Based Thermal Imaging

(2016) Daniel Sepúlveda-Reyes et al.   Remote Sensing

Temporal and Spatial Resolution of Activated Plant Defense Responses in Leaves of Nicotiana benthamiana Infected with Dickeya dadantii

(2016) María L. Pérez-Bueno et al.   Frontiers in Plant Science

Convergence and Divergence of Signaling Events in Guard Cells during Stomatal Closure by Plant Hormones or Microbial Elicitors

(2016) Srinivas Agurla et al.   Frontiers in Plant Science

Multicolor Fluorescence Imaging as a Candidate for Disease Detection in Plant Phenotyping

(2016) María L. Pérez-Bueno et al.   Frontiers in Plant Science

Early sensing of peanut leaf spot using spectroscopy and thermal imaging

(2016) El-Sayed Ewis Omran   Archives of Agronomy and Soil Science

The impact of high-end climate change on agricultural welfare

(2016) M. Stevanovic et al.   Science Advances

Playing on a Pathogen's Weakness: Using Evolution to Guide Sustainable Plant Disease Control Strategies

(2015) Jiasui Zhan et al.   Annual Review of Phytopathology

Metabolic responses of avocado plants to stress induced by Rosellinia necatrix analysed by fluorescence and thermal imaging

(2015) Espen Granum et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Comparing the performance of active and passive reflectance sensors to assess the normalized relative canopy temperature and grain yield of drought-stressed barley cultivars

(2015) Salah Elsayed et al.   FIELD CROPS RESEARCH

Rapid and Efficient Estimation of Pea Resistance to the Soil-Borne Pathogen Fusarium oxysporum by Infrared Imaging

(2015) Nicolas Rispail et al.   SENSORS

Early Detection and Quantification of Verticillium Wilt in Olive Using Hyperspectral and Thermal Imagery over Large Areas

(2015) Rocío Calderón et al.   Remote Sensing

Hyperspectral and Thermal Imaging of Oilseed Rape (Brassica napus) Response to Fungal Species of the Genus Alternaria

(2015) Piotr Baranowski et al.   PLoS One

Automatic Detection of Diseased Tomato Plants Using Thermal and Stereo Visible Light Images

(2015) Shan-e-Ahmed Raza et al.   PLoS One

Phenotyping of rice in salt stress environment using high-throughput infrared imaging

(2014) Zamin S. Siddiqui et al.   ACTA BOTANICA CROATICA

Early detection of Psa infection in kiwifruit by means of infrared thermography at leaf and orchard scale

(2014) Wouter H. Maes et al.   FUNCTIONAL PLANT BIOLOGY

Improving the precision of irrigation in a pistachio farm using an unmanned airborne thermal system

(2014) V. Gonzalez-Dugo et al.   IRRIGATION SCIENCE

Seasonal evolution of crop water stress index in grapevine varieties determined with high-resolution remote sensing thermal imagery

(2014) J. Bellvert et al.   IRRIGATION SCIENCE

Spatial and temporal dynamics of primary and secondary metabolism inPhaseolus vulgarischallenged byPseudomonas syringae

(2014) María Luisa Pérez-Bueno et al.   PHYSIOLOGIA PLANTARUM

Fusion of sensor data for the detection and differentiation of plant diseases in cucumber

(2014) C. A. Berdugo et al.   PLANT PATHOLOGY

Detection of downy mildew of opium poppy using high-resolution multi-spectral and thermal imagery acquired with an unmanned aerial vehicle

(2014) R. Calderón et al.   PRECISION AGRICULTURE

Crop water stress index derived from multi-year ground and aerial thermal images as an indicator of potato water status

(2014) Ronit Rud et al.   PRECISION AGRICULTURE

Infra-Red Thermography as a High-Throughput Tool for Field Phenotyping

(2014) Ankush Prashar et al.   Agronomy-Basel

Thermographic measurement of canopy temperature is a useful tool for predicting water deficit effects on fruit weight in citrus trees

(2013) C. Ballester et al.   AGRICULTURAL WATER MANAGEMENT

Validation of thermal indices for water status identification in grapevine

(2013) Alícia Pou et al.   AGRICULTURAL WATER MANAGEMENT

Guarding the Green: Pathways to Stomatal Immunity

(2013) Katja Sawinski et al.   MOLECULAR PLANT-MICROBE INTERACTIONS

New Approaches to the Biology of Stomatal Guard Cells

(2013) Juntaro Negi et al.   PLANT AND CELL PHYSIOLOGY

Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum

(2013) Ankush Prashar et al.   PLoS One

Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard

(2013) V. Gonzalez-Dugo et al.   PRECISION AGRICULTURE

High-resolution airborne hyperspectral and thermal imagery for early detection of Verticillium wilt of olive using fluorescence, temperature and narrow-band spectral indices

(2013) R. Calderón et al.   REMOTE SENSING OF ENVIRONMENT

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

(2013) Sindhuja Sankaran et al.   SENSORS

Usefulness of thermography for plant water stress detection in citrus and persimmon trees

(2012) C. Ballester et al.   AGRICULTURAL AND FOREST METEOROLOGY

Coronatine Promotes Pseudomonas syringae Virulence in Plants by Activating a Signaling Cascade that Inhibits Salicylic Acid Accumulation

(2012) Xiao-yu Zheng et al.   Cell Host & Microbe

Thermography versus chlorophyll fluorescence imaging for detection and quantification of apple scab

(2012) Étienne Belin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Approach to assess infrared thermal imaging of almond trees under water-stress conditions

(2012) Iván García-Tejero et al.   Fruits

Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)

(2012) Javier Baluja et al.   IRRIGATION SCIENCE

Foliar pathogenesis and plant water relations: a review

(2012) Michael K. Grimmer et al.   JOURNAL OF EXPERIMENTAL BOTANY

Herbivore induction of jasmonic acid and chemical defences reduce photosynthesis in Nicotiana attenuata

(2012) Paul D. Nabity et al.   JOURNAL OF EXPERIMENTAL BOTANY

Elevated CO2 interacts with herbivory to alter chlorophyll fluorescence and leaf temperature in Betula papyrifera and Populus tremuloides

(2012) Paul D. Nabity et al.   OECOLOGIA

Thermographic visualization of leaf response in cucumber plants infected with the soil-borne pathogen Fusarium oxysporum f. sp. cucumerinum

(2012) Min Wang et al.   PLANT PHYSIOLOGY AND BIOCHEMISTRY

Freezing pattern and frost killing temperature of apple (Malus domestica) wood under controlled conditions and in nature

(2012) M. Pramsohler et al.   TREE PHYSIOLOGY

Almond tree canopy temperature reveals intra-crown variability that is water stress-dependent

(2011) V. Gonzalez-Dugo et al.   AGRICULTURAL AND FOREST METEOROLOGY

Estimation of soil water deficit in an irrigated cotton field with infrared thermography

(2011) J. Padhi et al.   FIELD CROPS RESEARCH

Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

(2011) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

A review of advanced techniques for detecting plant diseases

(2010) Sindhuja Sankaran et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant stomata: a checkpoint of host immunity and pathogen virulence

(2010) Weiqing Zeng et al.   CURRENT OPINION IN BIOTECHNOLOGY

Applications of Thermal Imaging in Agriculture and Food Industry—A Review

(2010) R. Vadivambal et al.   Food and Bioprocess Technology

Thermographic assessment of scab disease on apple leaves

(2010) E.-C. Oerke et al.   PRECISION AGRICULTURE

Discriminating irrigated and rainfed olive orchards with thermal ASTER imagery and DART 3D simulation

(2009) G. Sepulcre-Cantó et al.   AGRICULTURAL AND FOREST METEOROLOGY

A new screening method for osmotic component of salinity tolerance in cereals using infrared thermography

(2009) Xavier R. R. Sirault et al.   FUNCTIONAL PLANT BIOLOGY

Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

(2009) J. Berni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Evaluating water stress in irrigated olives: correlation of soil water status, tree water status, and thermal imagery

(2009) Alon Ben-Gal et al.   IRRIGATION SCIENCE

Visible foliar injury and infrared imaging show that daylength affects short-term recovery after ozone stress in Trifolium subterraneum

(2009) A. V. Vollsnes et al.   JOURNAL OF EXPERIMENTAL BOTANY

Mapping canopy conductance and CWSI in olive orchards using high resolution thermal remote sensing imagery

(2009) J.A.J. Berni et al.   REMOTE SENSING OF ENVIRONMENT

Assessing canopy PRI for water stress detection with diurnal airborne imagery

(2007) L. Suárez et al.   REMOTE SENSING OF ENVIRONMENT