标题
Thermal Imaging for Plant Stress Detection and Phenotyping
作者
关键词
-
出版物
Remote Sensing
Volume 13, Issue 1, Pages 68
出版商
MDPI AG
发表日期
2020-12-28
DOI
10.3390/rs13010068
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- (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
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- (2020) Liya Liu et al. Plants-Basel
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- (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
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- (2020) Álvaro Sánchez-Virosta et al. Remote Sensing
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- (2019) Thomas Roitsch et al. PLANT SCIENCE
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- (2019) Julia Kelly et al. Remote Sensing
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- (2019) Vasit Sagan et al. Remote Sensing
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- (2019) María Luisa Pérez Bueno et al. PLANT DISEASE
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- (2019) Jana Sperschneider NEW PHYTOLOGIST
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- (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
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- (2019) Robert T. Furbank et al. NEW PHYTOLOGIST
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- (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
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- (2019) Chongyuan Zhang et al. CROP PROTECTION
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- (2019) Luís Guilherme Teixeira Crusiol et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
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- (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
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- (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
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- (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
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- (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
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- (2017) Ivan Simko et al. PHYTOPATHOLOGY
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- (2017) Samuel Joalland et al. Plant Methods
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- (2017) Venkadasamy Govindasamy et al. Scientific Reports
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- (2017) Carmen M. Ortiz-Bustos et al. Frontiers in Plant Science
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- (2017) Riccardo Ludovisi et al. Frontiers in Plant Science
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- (2017) Shawn C. Kefauver et al. Frontiers in Plant Science
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- (2017) Daniele Masseroni et al. Sustainability
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- (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
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