Articles citing this paper
Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field
Hamlyn G. Jones A G , Rachid Serraj B , Brian R. Loveys C , Lizhong Xiong D , Ashley Wheaton E and Adam H. Price F
+ Author Affiliations
- Author Affiliations
A Division of Plant Sciences, University of Dundee at SCRI, Invergowrie, Dundee DD2 5DA, Scotland.
B International Rice Research Institute, DAPO Box 7777, Metro Manila, Philippines.
C CSIRO Plant Industry, PO Box 350, Glen Osmond, SA 5064, Australia.
D National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China.
E Melbourne School of Land and Environment, Dookie Campus, The University of Melbourne, Dookie College, Vic. 3647, Australia.
F Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen AB24 3UU, UK.
G Corresponding author. Email: h.g.jones@dundee.ac.uk
This paper originates from a presentation at the 1st International Plant Phenomics Symposium, Canberra, Australia, April 2009.
Functional Plant Biology 36(11) 978-989 https://doi.org/10.1071/FP09123
Submitted: 26 May 2009 Accepted: 15 September 2009 Published: 5 November 2009
436 articles found in Crossref database.
Efficacy evaluation of apple sunburn mitigation techniques in WA 38 cultivar using crop physiology sensing system
Ranjan Rakesh,
Amogi Basavaraj R.,
Chandel Abhilash K.,
Khot Lav R.,
Sallato Bernardita V., Troy Peters R.
Computers and Electronics in Agriculture. 2024 216 p.108501
Can crop science really help us to produce more better-quality food while reducing the world-wide environmental footprint of agriculture?
DAVIES William J.,
WARD Susan E., WILSON Alan
Frontiers of Agricultural Science and Engineering. 2020 7(1). p.28
The effects of water deficits on fruit cracking and sunburn damage in ‘Cripps Pink’ apple
Goodwin I.,
McClymont L., Green S.
Acta Horticulturae. 2022 (1335). p.421
UAV-Based Thermal Imaging for High-Throughput Field Phenotyping of Black Poplar Response to Drought
Ludovisi Riccardo,
Tauro Flavia,
Salvati Riccardo,
Khoury Sacha,
Mugnozza Scarascia Giuseppe, Harfouche Antoine
Frontiers in Plant Science. 2017 8
Evapotranspiration Estimation with Small UAVs in Precision Agriculture
Niu Haoyu,
Hollenbeck Derek,
Zhao Tiebiao,
Wang Dong, Chen YangQuan
Sensors. 2020 20(22). p.6427
Stress Tolerance in Horticultural Crops (2021)
Genomic regions for canopy temperature and their genetic association with stomatal conductance and grain yield in wheat
Rebetzke Greg J.,
Rattey Allan R.,
Farquhar Graham D.,
Richards Richard A., Condon Anthony (Tony) G.
Functional Plant Biology. 2013 40(1). p.14
Genomic Designing for Abiotic Stress Resistant Technical Crops (2022)
Physiological traits determining tolerance to intermittent drought in the Capsicum annuum complex
Malika L. Yasodhini,
Deshabandu K.S.H. Thilinika,
De Costa W.A. Janendra M.,
Ekanayake Saman,
Herath Shalika, Weerakoon W.M. Wijayasiri
Scientia Horticulturae. 2019 246 p.21
Dynamic leaf energy balance: deriving stomatal conductance from thermal imaging in a dynamic environment
Vialet-Chabrand Silvere, Lawson Tracy
Journal of Experimental Botany. 2019 70(10). p.2839
Shoot traits and their relevance in terminal drought tolerance of chickpea ( Cicer arietinum L.)
Ramamoorthy Purushothaman,
Lakshmanan Krishnamurthy,
Upadhyaya Hari Deo,
Vadez Vincent, Varshney Rajeev Kumar
Field Crops Research. 2016 197 p.10
The Use of Mixed Composed Amendments to Improve Soil Water Content and Peach Growth (Prunus persica (L.) Batsch) in a Mediterranean Environment
Cappelluti Onofrio,
Bruno Maria Roberta,
Modugno Anna Francesca,
Ferrara Rossana Monica,
Gaeta Liliana,
De Carolis Gabriele, Campi Pasquale
Water. 2023 15(9). p.1708
Variation in root system architecture and drought response in rice (Oryza sativa): Phenotyping of the OryzaSNP panel in rainfed lowland fields
Henry Amelia,
Gowda Veeresh R.P.,
Torres Rolando O.,
McNally Kenneth L., Serraj Rachid
Field Crops Research. 2011 120(2). p.205
Field Phenomics: Will It Enable Crop Improvement?
Deery David M., Jones Hamlyn G.
Plant Phenomics. 2021 2021 p.9871989
Remote Sensing Monitoring of Rice Diseases and Pests from Different Data Sources: A Review
Zheng Qiong,
Huang Wenjiang,
Xia Qing,
Dong Yingying,
Ye Huichun,
Jiang Hao,
Chen Shuisen, Huang Shanyu
Agronomy. 2023 13(7). p.1851
Application of thermal imaging and hyperspectral remote sensing for crop water deficit stress monitoring
Krishna Gopal,
Sahoo Rabi N.,
Singh Prafull,
Patra Himesh,
Bajpai Vaishangi,
Das Bappa,
Kumar Sudhir,
Dhandapani Raju,
Vishwakarma Chandrapal,
Pal Madan, Chinnusamy V.
Geocarto International. 2021 36(5). p.481
Light Emission of Self‐Trapped Excitons in Inorganic Metal Halides for Optoelectronic Applications
Guo Qingxun,
Zhao Xue,
Song Boxiang,
Luo Jiajun, Tang Jiang
Advanced Materials. 2022 34(52).
Canopy temperature depression (CTD) and canopy greenness associated with variation in seed yield of soybean genotypes grown in semi-arid environment
Kumar M.,
Govindasamy V.,
Rane J.,
Singh A.K.,
Choudhary R.L.,
Raina S.K.,
George P.,
Aher L.K., Singh N.P.
South African Journal of Botany. 2017 113 p.230
Comparative assessment of univariate and multivariate spectral modelling techniques for non-destructive estimation of RWC in common beans
Kruthika S.,
Ashu Apoorva,
Basavaraja T.,
Pandey Renu,
Prasad P. V. Vara,
Gaikwad Bhaskar B., Gurumurthy S.
Plant Physiology Reports. 2024 29(4). p.857
A detailed study on accuracy of uncooled thermal cameras by exploring the data collection workflow
Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping III (2018)
Contribution of high-resolution remotely sensed thermal-infrared imagery to high-throughput field phenotyping of an apple progeny submitted to water constraints
Virlet N.,
Gómez-Candón D.,
Lebourgeois V.,
Martinez S.,
Jolivot A.,
Lauri P.É.,
Costes E.,
Labbé S., Regnard J.L.
Acta Horticulturae. 2016 (1127). p.243
Physiological and Biochemical Basis of Faba Bean Breeding for Drought Adaptation—A Review
Muktadir Md Abdul,
Adhikari Kedar Nath,
Merchant Andrew,
Belachew Kiflemariam Y.,
Vandenberg Albert,
Stoddard Frederick L., Khazaei Hamid
Agronomy. 2020 10(9). p.1345
Advanced High-Throughput Phenotyping Techniques for Managing Abiotic Stress in Agricultural Crops—A Comprehensive Review
Angidi Srushtideep,
Madankar Kartik,
Tehseen Muhammad Massub, Bhatla Anshika
Crops. 2025 5(2). p.8
Functional phenomics and genomics: Unravelling heat stress responses in wheat
Kayess Md. Omar,
Ashrafuzzaman Md.,
Khan Md. Arifur Rahman, Siddiqui Md. Nurealam
Plant Stress. 2024 14 p.100601
Determining Corn Aflatoxin Risk within Counties in Southern Georgia, USA using Remotely Sensed Data
Kerry R.,
Ingram B.R.,
Navarro F.,
Ortiz B.V., Scully B.T.
Advances in Animal Biosciences. 2017 8(2). p.640
Normalized Sunlit Shaded Index (NSSI) for characterizing the moisture stress in wheat crop using classified thermal and visible images
Banerjee Koushik, Krishnan P.
Ecological Indicators. 2020 110 p.105947
How sensitive is the CWSI to changes in solar radiation?
Agam Nurit,
Cohen Yafit,
Alchanatis Victor, Ben-Gal Alon
International Journal of Remote Sensing. 2013 34(17). p.6109
Detection of responses to drought stress of dalbergia cochinchinensis seedlings using the physiological parameters and thermal imaging
Seng Mala,
Jeong Ukhan, Cheong Eun Ju
Forest Science and Technology. 2023 19(2). p.105
Chickpea genotypes contrasting for seed yield under terminal drought stress in the field differ for traits related to the control of water use
Zaman-Allah Mainassara,
Jenkinson David M., Vadez Vincent
Functional Plant Biology. 2011 38(4). p.270
Computer Vision, Pattern Recognition, Image Processing, and Graphics (2018)
Development of woody plants phenotyping sys tem with the help of machine vision and spectral analysis algorithms
Shashko Antonina Yu.,
Bandarenka Uladzislau Yu.,
Mikhalchenko Alexander A.,
Kaliaha Tatsiana G.,
Safonova Olga Yu.,
Przhevalskaya Darya A.,
Charnysh Maryia A.,
Kolbanov Dmitrii V.,
Zhabinskii Vladimir N.,
Khripach Vladimir A.,
Smolich Ihor I.,
Sokolik Anatoliy I.,
Valvachev Alexander N.,
Ablameyko Sergei V.,
Krasnoproshin Victor V.,
Smolikova Galina N., Demidchik Vadim V.
Journal of the Belarusian State University. Biology. 2019 (1). p.33
High-Throughput Crop Phenotyping (2021)
High-Throughput Crop Phenotyping (2021)
The Influence of a Combination of Local Moderate Heating and Lighting on the Indicators of Water Metabolism of Intact Parts of Wheat Based on Thermal Imaging
Popova A. Yu,
Zolin Yu. A,
Sukhov V. S,
Sukhova E. M, Yudina L. M
Biofizika. 2024 69(3). p.615
Application of thermal imaging of wheat crop canopy to estimate leaf area index under different moisture stress conditions
Banerjee Koushik,
Krishnan Prameela, Mridha Nilimesh
Biosystems Engineering. 2018 166 p.13
Study on the relationship between the winter wheat thermal infrared image characteristics and physiological indicators
International Symposium on Optoelectronic Technology and Application 2014: Infrared Technology and Applications (2014)
Linking canopy temperature and trunk diameter fluctuations with other physiological water status tools for water stress management in citrus orchards
García-Tejero Iván F.,
Durán-Zuazo Víctor H.,
Muriel-Fernández José L., Jiménez-Bocanegra Juan A.
Functional Plant Biology. 2011 38(2). p.106
Omics in Plant Breeding (2014)
Water stress detection using hyperspectral thermal infrared remote sensing
2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2015)
Effects of image pansharpening on soil total nitrogen prediction models in South India
Xu Yiming,
Smith Scot E.,
Grunwald Sabine,
Abd-Elrahman Amr, Wani Suhas P.
Geoderma. 2018 320 p.52
Grapevine canopy response to a high-temperature event during deficit irrigation
EDWARDS E.J.,
SMITHSON L.,
GRAHAM D.C., CLINGELEFFER P.R.
Australian Journal of Grape and Wine Research. 2011 17(2). p.153
Water masses surface temperatures assessment and their effect on surrounding environment
Calheiros Cristina S. C.,
Barreira Eva,
Ramos Nuno M. M., Castro Paula M. L.
Water Science and Technology. 2017 75(12). p.2916
EcoSpec: Highly Equipped Tower-Based Hyperspectral and Thermal Infrared Automatic Remote Sensing System for Investigating Plant Responses to Environmental Changes
Hamada Yuki,
Cook David, Bales Donald
Sensors. 2020 20(19). p.5463
Plant Breeding for Water-Limited Environments (2011)
Accelerated Breeding of Cereal Crops (2022)
Plant Architecture Influences the Population Transpiration and Canopy Temperature in Winter Wheat Genotypes
Huang Guirong,
Zhang Xinying,
Wang Zhenzhao,
Li Yuzhong,
Liu Xiaoying,
Guo Rui,
Gu Fengxue,
Liu Enke,
Li Shuying,
Zhong Xiuli, Mei Xurong
Agronomy. 2023 13(3). p.742
Temperature/Emissivity Separation of Typical Grassland of Northwestern China Based on Hyper-CAM and Its Potential for Grassland Drought Monitoring
Liu Pengfei,
Huo Hongyuan,
Guo Li,
Leng Pei, He Long
Remote Sensing. 2022 14(19). p.4809
Monitoring the Effects of Water Stress in Cotton Using the Green Red Vegetation Index and Red Edge Ratio
Ballester Carlos,
Brinkhoff James,
Quayle Wendy C., Hornbuckle John
Remote Sensing. 2019 11(7). p.873
Interactive Effect of Organic (Urea-N) and Halo (NaCl) Priming on Photosystem II Efficiencies and Physiological Tolerance in Flax Plants under Saline Environment
Siddiqui Z. S.,
Asim N., Uddin Z.
Russian Journal of Plant Physiology. 2022 69(5).
Simulating Canopy Temperature Using a Random Forest Model to Calculate the Crop Water Stress Index of Chinese Brassica
Yang Mingxin,
Gao Peng,
Zhou Ping,
Xie Jiaxing,
Sun Daozong,
Han Xiongzhe, Wang Weixing
Agronomy. 2021 11(11). p.2244
Assessment of Multi-Image Unmanned Aerial Vehicle Based High-Throughput Field Phenotyping of Canopy Temperature
Perich Gregor,
Hund Andreas,
Anderegg Jonas,
Roth Lukas,
Boer Martin P.,
Walter Achim,
Liebisch Frank, Aasen Helge
Frontiers in Plant Science. 2020 11
Effect of Foliar Spray Application of Zinc Oxide Nanoparticles on Quantitative, Nutritional, and Physiological Parameters of Foxtail Millet (Setaria italica L.) under Field Conditions
Kolenčík Marek,
Ernst Dávid,
Komár Matej,
Urík Martin,
Šebesta Martin,
Dobročka Edmud,
Černý Ivan,
Illa Ramakanth,
Kanike Raghavendra,
Qian Yu,
Feng Huan,
Orlová Denisa, Kratošová Gabriela
Nanomaterials. 2019 9(11). p.1559
Investigation of Remote Sensing for Potential Use in Dike Inspection
Cundill Sharon L.,
van der Meijde Mark, Hack H. Robert G. K.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2014 7(2). p.733
Drone-Based Non-Destructive Inspection of Industrial Sites: A Review and Case Studies
Nooralishahi Parham,
Ibarra-Castanedo Clemente,
Deane Shakeb,
López Fernando,
Pant Shashank,
Genest Marc,
Avdelidis Nicolas P., Maldague Xavier P. V.
Drones. 2021 5(4). p.106
Physiological phenotyping of plants for crop improvement
Ghanem Michel Edmond,
Marrou Hélène, Sinclair Thomas R.
Trends in Plant Science. 2015 20(3). p.139
Tackling microbial threats in agriculture with integrative imaging and computational approaches
Singh Nikhil Kumar,
Dutta Anik,
Puccetti Guido, Croll Daniel
Computational and Structural Biotechnology Journal. 2021 19 p.372
Multi-Sensor UAV Application for Thermal Analysis on a Dry-Stone Terraced Vineyard in Rural Tuscany Landscape
Tucci Grazia,
Parisi Erica Isabella,
Castelli Giulio,
Errico Alessandro,
Corongiu Manuela,
Sona Giovanna,
Viviani Enea,
Bresci Elena, Preti Federico
ISPRS International Journal of Geo-Information. 2019 8(2). p.87
Comparative performance of remote sensing methods in assessing wheat performance under Mediterranean conditions
Yousfi Salima,
Kellas Nassim,
Saidi Lila,
Benlakehal Zahra,
Chaou Lydia,
Siad Djamila,
Herda Farid,
Karrou Mohamed,
Vergara Omar,
Gracia Adrian,
Araus José Luis, Serret Maria Dolores
Agricultural Water Management. 2016 164 p.137
High-throughput proximal ground crop phenotyping systems – A comprehensive review
Rui Z.,
Zhang Z.,
Zhang M.,
Azizi A.,
Igathinathane C.,
Cen H.,
Vougioukas S.,
Li H.,
Zhang J.,
Jiang Y.,
Jiao X.,
Wang M.,
Ampatzidis Y.,
Oladele O.I.,
Ghasemi-Varnamkhasti M., Radi Radi
Computers and Electronics in Agriculture. 2024 224 p.109108
Hyperspectral reflectance as a tool to measure biochemical and physiological traits in wheat
Silva-Perez Viridiana,
Molero Gemma,
Serbin Shawn P,
Condon Anthony G,
Reynolds Matthew P,
Furbank Robert T, Evans John R
Journal of Experimental Botany. 2018 69(3). p.483
THERMAL IMAGING FOR STRESS ASSESSMENT IN RICE CULTIVATION DRIP-IRRIGATED WITH SALINE WATER
Menegassi Luana C.,
Benassi Vinicius C.,
Trevisan Lucas R.,
Rossi Fabrício, Gomes Tamara M.
Engenharia Agrícola. 2022 42(5).
An initial analysis of real-time sUAS-based detection of grapevine water status in the Finger Lakes wine country of upstate New York
Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping IV (2019)
Comparing the performance of active and passive reflectance sensors to assess the normalized relative canopy temperature and grain yield of drought-stressed barley cultivars
Elsayed Salah,
Rischbeck Pablo, Schmidhalter Urs
Field Crops Research. 2015 177 p.148
Image-based phenotyping of plant disease symptoms
Mutka Andrew M., Bart Rebecca S.
Frontiers in Plant Science. 2015 5
Advancing Precision Agriculture Through Digital Twins and Smart Farming Technologies: A Review
Awais Muhammad,
Wang Xiuquan,
Hussain Sajjad,
Aziz Farhan, Mahmood Muhammad Qasim
AgriEngineering. 2025 7(5). p.137
Assessment of yield based selection under managed field stress condition for breeding for rice yield improvement under drought
Jain Abhinav,
Balaravi Padma, Shenoy Vinay
Biologia. 2013 68(4). p.569
Usefulness of thermography for plant water stress detection in citrus and persimmon trees
Ballester C.,
Jiménez-Bello M.A.,
Castel J.R., Intrigliolo D.S.
Agricultural and Forest Meteorology. 2013 168 p.120
Effect of plant architecture on the responses of canopy temperature and water use to population density in winter wheat
Huang Guirong,
Zhang Xinying,
Wang Zhenzhao,
Liu Xiaoying,
Guo Rui,
Gu Fengxue,
Liu Enke,
Li Shuying,
Zhong Xiuli, Mei Xurong
Crop Science. 2024 64(3). p.1874
Infrared Thermography Applied to Tree Health Assessment: A Review
Vidal Daniele, Pitarma Rui
Agriculture. 2019 9(7). p.156
Integrating Genetic Diversity and Agronomic Innovations for Climate-Resilient Maize Systems
Li Xin,
Li Yunlong,
Sun Yan,
Li Sinan,
Cai Quan,
Li Shujun,
Sun Minghao,
Yu Tao,
Meng Xianglong, Zhang Jianguo
Plants. 2025 14(10). p.1552
Identification of Infiltration Features and Hydraulic Properties of Soils Based on Crop Water Stress Derived from Remotely Sensed Data
Brom Jakub,
Duffková Renata,
Haberle Jan,
Zajíček Antonín,
Nedbal Václav,
Bernasová Tereza, Křováková Kateřina
Remote Sensing. 2021 13(20). p.4127
Transpiration inQuercus subertrees under shallow water table conditions: the role of soil and groundwater
Pinto Clara A.,
Nadezhdina Nadezhda,
David Jorge S.,
Kurz-Besson Cathy,
Caldeira Maria C.,
Henriques Manuel O.,
Monteiro Fernando G.,
Pereira João S., David Teresa S.
Hydrological Processes. 2014 28(25). p.6067
High-throughput phenotyping in cotton: a review
PABUAYON Irish Lorraine B.,
SUN Yazhou,
GUO Wenxuan, RITCHIE Glen L.
Journal of Cotton Research. 2019 2(1).
Early detection of Psa infection in kiwifruit by means of infrared thermography at leaf and orchard scale
Maes Wouter H.,
Minchin Peter E. H.,
Snelgar William P., Steppe Kathy
Functional Plant Biology. 2014 41(12). p.1207
Combined Use of Low-Cost Remote Sensing Techniques and δ13C to Assess Bread Wheat Grain Yield under Different Water and Nitrogen Conditions
Yousfi Salima,
Gracia-Romero Adrian,
Kellas Nassim,
Kaddour Mohamed,
Chadouli Ahmed,
Karrou Mohamed,
Araus José Luis, Serret Maria Dolores
Agronomy. 2019 9(6). p.285
A Simple Method for Estimating Stomatal Aperture from Temperature Measurements on Intact Leaves and Wet and Dry Artificial Reference Leaves
Kitaya Yoshiaki,
Ikeda Noboru,
Endo Ryosuke, Shibuya Toshio
AgriEngineering. 2024 6(2). p.1335
Thermography to explore plant–environment interactions
Costa J. Miguel,
Grant Olga M., Chaves M. Manuela
Journal of Experimental Botany. 2013 64(13). p.3937
All roads lead to growth: imaging-based and biochemical methods to measure plant growth
Olas Justyna Jadwiga,
Fichtner Franziska,
Apelt Federico, Raines Christine
Journal of Experimental Botany. 2020 71(1). p.11
Thermal infrared imaging of conifer leaf temperatures: Comparison to thermocouple measurements and assessment of environmental influences
Kim Youngil,
Still Christopher J.,
Roberts Dar A., Goulden Michael L.
Agricultural and Forest Meteorology. 2018 248 p.361
Thermal imagery of woodland tree canopies provides new insights into drought-induced tree mortality
Drake Paul L.,
Callow Nikolaus J.,
Leopold Matthias,
Pires Rodrigo N., Veneklaas Erik J.
Science of The Total Environment. 2022 834 p.155395
Advanced phenotyping and phenotype data analysis for the study of plant growth and development
Rahaman Md. Matiur,
Chen Dijun,
Gillani Zeeshan,
Klukas Christian, Chen Ming
Frontiers in Plant Science. 2015 6
High temperature stress monitoring and detection using chlorophyll a fluorescence and infrared thermography in chrysanthemum (Dendranthema grandiflora)
Janka Eshetu,
Körner Oliver,
Rosenqvist Eva, Ottosen Carl-Otto
Plant Physiology and Biochemistry. 2013 67 p.87
Using Spectral Reflectance Indices as Proxy Phenotypes for Genome‐Wide Association Studies of Yield and Yield Stability in Pacific Northwest Winter Wheat
Gizaw Shiferaw A.,
Godoy Jayfred Gaham V.,
Garland‐Campbell Kimberly, Carter Arron H.
Crop Science. 2018 58(3). p.1232
Phenotyping for Abiotic Stress Tolerance in MaizeF
Masuka Benhilda,
Araus Jose Luis,
Das Biswanath,
Sonder Kai, Cairns Jill E.
Journal of Integrative Plant Biology. 2012 54(4). p.238
Thermographic Analysis of Green Wall and Green Roof Plant Types under Levels of Water Stress
Elkadi Hisham,
Seifhashemi Mahsa, Lauwerijssen Rachel
Sustainability. 2024 16(19). p.8685
Comparative conventional and phenomics approaches to assess symbiotic effectiveness of Bradyrhizobia strains in soybean (Glycine max L. Merrill) to drought
Govindasamy Venkadasamy,
George Priya,
Aher Lalitkumar,
Ramesh Shunmugiah V.,
Thangasamy Arunachalam,
Anandan Sivalingam,
Raina Susheel Kumar,
Kumar Mahesh,
Rane Jagadish,
Annapurna Kannepalli, Minhas Paramjit Singh
Scientific Reports. 2017 7(1).
Enhancing abiotic stress management for agricultural sustainability: IoT-driven real-time monitoring of tomato turgor pressure and with comprehensive assessments of growth parameters, crop yield qualities, and nutrient contents
Zouari Marwa,
Khaskhoussy Khawla,
Zarai Besma,
Souguir Dalila, Hachicha Mohamed
Euro-Mediterranean Journal for Environmental Integration. 2024 9(3). p.1377
Using paired thermal and hyperspectral aerial imagery to quantify land surface temperature variability and assess crop stress within California orchards
Shivers Sarah W.,
Roberts Dar A., McFadden Joseph P.
Remote Sensing of Environment. 2019 222 p.215
Water stress detection in potato plants using leaf temperature, emissivity, and reflectance
Gerhards Max,
Rock Gilles,
Schlerf Martin, Udelhoven Thomas
International Journal of Applied Earth Observation and Geoinformation. 2016 53 p.27
Disease recognition in philodendron leaf using image processing technique
Muthukrishnan Viswanath,
Ramasamy Seetharaman, Damodaran Nedumaran
Environmental Science and Pollution Research. 2021 28(47). p.67321
High resolution imaging of maize (Zea mays) leaf temperature in the field: the key role of the regions of interest
Jerbi Taha,
Wuyts Nathalie,
Cane Maria Angela,
Faux Philippe-François, Draye Xavier
Functional Plant Biology. 2015 42(9). p.858
Agronomic and physiological responses of Chinese facultative wheat genotypes to high-yielding Mediterranean conditions
ZHOU B.,
ELAZAB A.,
BORT J.,
SANZ-SÁEZ Á.,
NIETO-TALADRIZ M. T.,
SERRET M. D., ARAUS J. L.
The Journal of Agricultural Science. 2016 154(5). p.870
Evaluation of crop water status using UAV-based images data with a model updating strategy
Yang Ning,
Zhang Zhitao,
Yang Xiaofei,
Dong Ning,
Xu Qi,
Chen Junying,
Sun Shikun,
Cui Ningbo, Ning Jifeng
Agricultural Water Management. 2025 312 p.109445
High-throughput and point-of-care detection of wheat fungal diseases: Potentialities of molecular and phenomics techniques toward in-field applicability
Francesconi Sara
Frontiers in Agronomy. 2022 4
Advances in Plant Ecophysiology Techniques (2018)
Evaluation of drought and UV radiation impacts on above-ground biomass of mountain grassland by spectral reflectance and thermal imaging techniques
Novotná Kateřina,
Klem Karel,
Holub Petr,
Rapantová Barbora, Urban Otmar
Beskydy. 2016 9(1-2). p.21
Drought-induced modifications of photosynthetic electron transport in intact leaves: Analysis and use of neural networks as a tool for a rapid non-invasive estimation
Goltsev Vasilij,
Zaharieva Ivelina,
Chernev Petko,
Kouzmanova Margarita,
Kalaji Hazem M.,
Yordanov Ivan,
Krasteva Vassilena,
Alexandrov Vladimir,
Stefanov Detelin,
Allakhverdiev Suleyman I., Strasser Reto J.
Biochimica et Biophysica Acta (BBA) - Bioenergetics. 2012 1817(8). p.1490
Current status and prospects of plant diagnosis and phenomics research by using ICT remote sensing system
Jung Yu Jin,
Nou Ill Sup,
Kim Yong Kwon,
Kim Hoy Taek, Kang Kwon Kyoo
Journal of Plant Biotechnology. 2016 43(1). p.21
Effects of Foliar Application of ZnO Nanoparticles on Lentil Production, Stress Level and Nutritional Seed Quality under Field Conditions
Kolenčík Marek,
Ernst Dávid,
Komár Matej,
Urík Martin,
Šebesta Martin,
Ďurišová Ľuba,
Bujdoš Marek,
Černý Ivan,
Chlpík Juraj,
Juriga Martin,
Illa Ramakanth,
Qian Yu,
Feng Huan,
Kratošová Gabriela,
Barabaszová Karla Čech,
Ducsay Ladislav, Aydın Elena
Nanomaterials. 2022 12(3). p.310
Sensitivity analysis of four crop water stress indices to ambient environmental conditions and stomatal conductance
Poirier-Pocovi Magalie, Bailey Brian N.
Scientia Horticulturae. 2020 259 p.108825
Variation in morpho-physiological, biochemical and molecular responses of two Eucalyptus species under short-term water stress
Amrutha Sivanantham,
Parveen Abdul Bari Muneera,
Muthupandi Muthusamy,
Sivakumar Veerasamy,
Nautiyal Raman, Ghosh Dasgupta Modhumita
Acta Botanica Croatica. 2019 78(2). p.125
Field Phenotyping and Long-Term Platforms to Characterise How Crop Genotypes Interact with Soil Processes and the Environment
George Timothy,
Hawes Cathy,
Newton Adrian,
McKenzie Blair,
Hallett Paul, Valentine Tracy
Agronomy. 2014 4(2). p.242
Drought phenotyping in Vitis vinifera using RGB and NIR imaging
Briglia Nunzio,
Montanaro Giuseppe,
Petrozza Angelo,
Summerer Stephan,
Cellini Francesco, Nuzzo Vitale
Scientia Horticulturae. 2019 256 p.108555
A Survey of Ranging and Imaging Techniques for Precision Agriculture Phenotyping
Yandun Narvaez Francisco,
Reina Giulio,
Torres-Torriti Miguel,
Kantor George, Cheein Fernando Auat
IEEE/ASME Transactions on Mechatronics. 2017 22(6). p.2428
Photosynthesis: Structures, Mechanisms, and Applications (2017)
Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms
Perez-Sanz Fernando,
Navarro Pedro J, Egea-Cortines Marcos
GigaScience. 2017 6(11).
Plant trait estimation and classification studies in plant phenotyping using machine vision – A review
Kolhar Shrikrishna, Jagtap Jayant
Information Processing in Agriculture. 2023 10(1). p.114
Thermal data to monitor crop-water status in irrigated Mediterranean viticulture
García-Tejero I.F.,
Costa J.M.,
Egipto R.,
Durán-Zuazo V.H.,
Lima R.S.N.,
Lopes C.M., Chaves M.M.
Agricultural Water Management. 2016 176 p.80
Sensitivity of thermal imaging and infrared thermometry to detect water status changes in Euonymus japonica plants irrigated with saline reclaimed water
Gómez-Bellot María J.,
Nortes Pedro A.,
Sánchez-Blanco María J., Ortuño María F.
Biosystems Engineering. 2015 133 p.21
Exploiting genetic diversity in enhancing phenotypic plasticity to develop climate-resilient cotton
Ali Zulfiqar,
Maryam Hira,
Saddique Muhammad Abu Bakar, Ikram Rao Muhammad
Genetic Resources and Crop Evolution. 2023 70(5). p.1305
Mapping Consistent Rice (Oryza sativa L.) Yield QTLs under Drought Stress in Target Rainfed Environments
Prince Silvas J,
Beena R,
Gomez S Michael,
Senthivel S, Babu R Chandra
Rice. 2015 8(1).
Seaweed extract improve drought tolerance of soybean by regulating stress-response genes
Shukla Pushp S,
Shotton Katy,
Norman Erin,
Neily Will,
Critchley Alan T, Prithiviraj Balakrishnan
AoB PLANTS. 2018 10(1).
Thermal infrared remote sensing of vegetation: Current status and perspectives
Neinavaz Elnaz,
Schlerf Martin,
Darvishzadeh Roshanak,
Gerhards Max, Skidmore Andrew K.
International Journal of Applied Earth Observation and Geoinformation. 2021 102 p.102415
Sustainable Crop Productivity and Quality Under Climate Change (2022)
Multisensor approach to assess vineyard thermal dynamics combining high-resolution unmanned aerial vehicle (UAV) remote sensing and wireless sensor network (WSN) proximal sensing
Di Gennaro Salvatore Filippo,
Matese Alessandro,
Gioli Beniamino,
Toscano Piero,
Zaldei Alessandro,
Palliotti Alberto, Genesio Lorenzo
Scientia Horticulturae. 2017 221 p.83
Challenges and Future Perspectives of Multi-/Hyperspectral Thermal Infrared Remote Sensing for Crop Water-Stress Detection: A Review
Gerhards Max,
Schlerf Martin,
Mallick Kaniska, Udelhoven Thomas
Remote Sensing. 2019 11(10). p.1240
Impact of Partial Root Drying and Soil Mulching on Squash Yield and Water Use Efficiency in Arid
Farah Abdulhalim H.,
Al-Ghobari Hussein M.,
Zin El-Abedin Tarek K.,
Alrasasimah Mohammed S., El-Shafei Ahmed A.
Agronomy. 2021 11(4). p.706
Selecting Canopy Zones and Thresholding Approaches to Assess Grapevine Water Status by Using Aerial and Ground-Based Thermal Imaging
Sepúlveda-Reyes Daniel,
Ingram Benjamin,
Bardeen Matthew,
Zúñiga Mauricio,
Ortega-Farías Samuel, Poblete-Echeverría Carlos
Remote Sensing. 2016 8(10). p.822
A review of remote sensing for potato traits characterization in precision agriculture
Sun Chen,
Zhou Jing,
Ma Yuchi,
Xu Yijia,
Pan Bin, Zhang Zhou
Frontiers in Plant Science. 2022 13
Grapevine varieties exhibiting differences in stomatal response to water deficit
Costa Joaquim M.,
Ortuño Maria F.,
Lopes Carlos M., Chaves Maria M.
Functional Plant Biology. 2012 39(3). p.179
Emerging Technologies and Management of Crop Stress Tolerance (2014)
Challenging the water stress index concept: Thermographic assessment of Arabidopsis transpiration
Savvides Andreas M.,
Velez‐Ramirez Aaron I., Fotopoulos Vasileios
Physiologia Plantarum. 2022 174(5).
Early detection of the Mediterranean Fruit Fly, Ceratitis capitata (Wied.) in oranges using different aspects of remote sensing applications
Yones Mona,
Khdery Ghada A.,
Aboelghar Mohamed,
Kadah Taher, Ma'moun Shireen A.M.
The Egyptian Journal of Remote Sensing and Space Sciences. 2023 26(3). p.798
Estimating evapotranspiration and drought stress with ground-based thermal remote sensing in agriculture: a review
Maes W. H., Steppe K.
Journal of Experimental Botany. 2012 63(13). p.4671
Non-invasive pressure probes magnetically clamped to leaves to monitor the water status of wheat
Bramley Helen,
Ehrenberger Wilhelm,
Zimmermann Ulrich,
Palta Jairo A.,
Rüger Simon, Siddique Kadambot H. M.
Plant and Soil. 2013 369(1-2). p.257
Assessing plant water status in a hedgerow olive orchard from thermography at plant level
García-Tejero I.F.,
Hernández A.,
Padilla-Díaz C.M.,
Diaz-Espejo A., Fernández J.E
Agricultural Water Management. 2017 188 p.50
Estimation of root-zone soil moisture using crop water stress index (CWSI) in agricultural fields
Akuraju Venkata Radha,
Ryu Dongryeol, George Biju
GIScience & Remote Sensing. 2021 58(3). p.340
Future Scenarios for Plant Phenotyping
Fiorani Fabio, Schurr Ulrich
Annual Review of Plant Biology. 2013 64(1). p.267
Deep learning for identification of water deficits in sugarcane based on thermal images
Melo Leonardo Leite de,
Melo Verônica Gaspar Martins Leite de,
Marques Patrícia Angélica Alves,
Frizzone Jose Antônio,
Coelho Rubens Duarte,
Romero Roseli Aparecida Francelin, Barros Timóteo Herculino da Silva
Agricultural Water Management. 2022 272 p.107820
Rhizobacteria-induced systemic tolerance against drought stress in Sorghum bicolor (L.) Moench
Carlson René,
Tugizimana Fidele,
Steenkamp Paul A.,
Dubery Ian A.,
Hassen Ahmed Idris, Labuschagne Nico
Microbiological Research. 2020 232 p.126388
Environmental Responses in Plants (2022)
Contrasting CO2 and water vapour fluxes in dry forest and pasture sites of central Argentina
Nosetto Marcelo D.,
Luna Toledo Emanuel,
Magliano Patricio N.,
Figuerola Patricia,
Blanco Lisandro J., Jobbágy Esteban G.
Ecohydrology. 2020 13(8).
Phenomics (2016)
Root Phenotyping for Drought Tolerance: A Review
Wasaya Allah,
Zhang Xiying,
Fang Qin, Yan Zongzheng
Agronomy. 2018 8(11). p.241
Crop Breeding (2016)
Association mapping identifies loci for canopy temperature under drought in diverse soybean genotypes
Kaler Avjinder S.,
Ray Jeffery D.,
Schapaugh William T.,
Asebedo Antonio R.,
King C. Andy,
Gbur E. E., Purcell Larry C.
Euphytica. 2018 214(8).
Evidence for efficient nonevaporative leaf‐to‐air heat dissipation in a pine forest under drought conditions
Muller Jonathan D.,
Rotenberg Eyal,
Tatarinov Fyodor,
Oz Itay, Yakir Dan
New Phytologist. 2021 232(6). p.2254
Communication and Intelligent Systems (2021)
Phenotyping of rice in salt stress environment using high-throughput infrared imaging
Siddiqui Zamin S.,
Cho Jung-Il,
Park Sung-Han,
Kwon Taek-Ryoun,
Lee Gang-Seob,
Jeong Mi-Jeong,
Kim Kyung-Whan,
Lee Seong-Kon, Park Soo-Chul
Acta Botanica Croatica. 2014 73(1). p.312
Detection of early plant stress responses in hyperspectral images
Behmann Jan,
Steinrücken Jörg, Plümer Lutz
ISPRS Journal of Photogrammetry and Remote Sensing. 2014 93 p.98
Aerial canopy temperature differences between fast‐ and slow‐wilting soya bean genotypes
Bai H., Purcell L. C.
Journal of Agronomy and Crop Science. 2018 204(3). p.243
Use of thermal imaging and the photochemical reflectance index (PRI) to detect wheat response to elevated CO2 and drought
Mulero Gabriel,
Jiang Duo,
Bonfil David J., Helman David
Plant, Cell & Environment. 2023 46(1). p.76
Imaging plants dynamics in heterogenic environments
Fiorani Fabio,
Rascher Uwe,
Jahnke Siegfried, Schurr Ulrich
Current Opinion in Biotechnology. 2012 23(2). p.227
Tree architecture, light interception and water‐use related traits are controlled by different genomic regions in an apple tree core collection
Coupel‐Ledru Aude,
Pallas Benoît,
Delalande Magalie,
Segura Vincent,
Guitton Baptiste,
Muranty Hélène,
Durel Charles‐Eric,
Regnard Jean‐Luc, Costes Evelyne
New Phytologist. 2022 234(1). p.209
A semi-automatic system for high throughput phenotyping wheat cultivars in-field conditions: description and first results
Comar Alexis,
Burger Philippe,
de Solan Benoit,
Baret Frédéric,
Daumard Fabrice, Hanocq Jean-François
Functional Plant Biology. 2012 39(11). p.914
Osmotic adjustment of young sugar beets (Beta vulgaris) under progressive drought stress and subsequent rewatering assessed by metabolite analysis and infrared thermography
Wedeking Rita,
Mahlein Anne-Katrin,
Steiner Ulrike,
Oerke Erich-Christian,
Goldbach Heiner E., Wimmer Monika A.
Functional Plant Biology. 2017 44(1). p.119
Effect of Seasonal Drought on the Agronomic Performance of Four Banana Genotypes (Musa spp.) in the East African Highlands
Uwimana Brigitte,
Zorrilla-Fontanesi Yasmín,
van Wesemael Jelle,
Mduma Hassan,
Brown Allan,
Carpentier Sebastien, Swennen Rony
Agronomy. 2020 11(1). p.4
Genetic variation in sugarcane for leaf functional traits and relationships with cane yield, in environments with varying water stress
Zhao Peifang,
Jackson P.A.,
Basnayake J.,
Liu Jiayong,
Chen Xuekuan,
Zhao Jun,
Zhao Xingdong,
Bai Yadong,
Yang Lihua,
Zan Fenggang,
Yang Kun,
Xia Hongming,
Qin Wei,
Zhao Liping,
Yao Li,
Lakshmanan P., Fan Yuanhong
Field Crops Research. 2017 213 p.143
Thermal phenotyping of stomatal sensitivity in spring barley
Rischbeck P.,
Cardellach P.,
Mistele B., Schmidhalter U.
Journal of Agronomy and Crop Science. 2017 203(6). p.483
Development of an Open-Source Thermal Image Processing Software for Improving Irrigation Management in Potato Crops (Solanum tuberosum L.)
Cucho-Padin Gonzalo,
Rinza Javier,
Ninanya Johan,
Loayza Hildo,
Quiroz Roberto, Ramírez David A.
Sensors. 2020 20(2). p.472
Is canopy temperature suitable for high throughput field phenotyping of drought resistance of winter rye in temperate climate?
Graß Rikard,
Böttcher Ulf,
Lilienthal Holger,
Wilde Peer, Kage Henning
European Journal of Agronomy. 2020 120 p.126104
Automatic segmentation of stem and leaf components and individual maize plants in field terrestrial LiDAR data using convolutional neural networks
Ao Zurui,
Wu Fangfang,
Hu Saihan,
Sun Ying,
Su Yanjun,
Guo Qinghua, Xin Qinchuan
The Crop Journal. 2022 10(5). p.1239
Phenotyping Conservation Agriculture Management Effects on Ground and Aerial Remote Sensing Assessments of Maize Hybrids Performance in Zimbabwe
Gracia-Romero Adrian,
Vergara-Díaz Omar,
Thierfelder Christian,
Cairns Jill E.,
Kefauver Shawn C., Araus José L.
Remote Sensing. 2018 10(2). p.349
The Raw pH in Plants: A Multifaceted Parameter
Masoero Giorgio,
Cugnetto Alberto, Mohamed Adam Abubaker Haroun
Journal of Agronomy Research. 2018 1(2). p.18
Thermal imaging in plant and ecosystem ecology: applications and challenges
Still Christopher,
Powell Rebecca,
Aubrecht Donald,
Kim Youngil,
Helliker Brent,
Roberts Dar,
Richardson Andrew D., Goulden Michael
Ecosphere. 2019 10(6).
Drought stress and carbon assimilation in a warming climate: Reversible and irreversible impacts
Feller Urs
Journal of Plant Physiology. 2016 203 p.84
Systematic Mapping Study on Remote Sensing in Agriculture
García-Berná José Alberto,
Ouhbi Sofia,
Benmouna Brahim,
García-Mateos Ginés,
Fernández-Alemán José Luis, Molina-Martínez José Miguel
Applied Sciences. 2020 10(10). p.3456
Grapevine in a Changing Environment (2015)
Natural Gas Induced Vegetation Stress Identification and Discrimination from Hyperspectral Imaging for Pipeline Leakage Detection
Ma Pengfei,
Zhuo Ying,
Chen Genda, Burken Joel G.
Remote Sensing. 2024 16(6). p.1029
Automated phenotyping of plant shoots using imaging methods for analysis of plant stress responses – a review
Humplík Jan F,
Lazár Dušan,
Husičková Alexandra, Spíchal Lukáš
Plant Methods. 2015 11(1).
Investigating Banksia Coastal Woodland Decline Using Multi-Temporal Remote Sensing and Field-Based Monitoring Techniques
Bell Rose-Anne, Callow J. Nikolaus
Remote Sensing. 2020 12(4). p.669
Thermal infrared imaging of the temporal variability in stomatal conductance for fruit trees
Struthers Raymond,
Ivanova Anna,
Tits Laurent,
Swennen Rony, Coppin Pol
International Journal of Applied Earth Observation and Geoinformation. 2015 39 p.9
Evaluation of Yield and Drought Using Active and Passive Spectral Sensing Systems at the Reproductive Stage in Wheat
Becker Elisabeth, Schmidhalter Urs
Frontiers in Plant Science. 2017 8
Remote sensing devices as key methods in the advanced turfgrass phenotyping under different water regimes
Yousfi Salima,
Marín José,
Parra Lorena,
Lloret Jaime, Mauri Pedro V.
Agricultural Water Management. 2022 266 p.107581
A Review of Imaging Techniques for Plant Phenotyping
Li Lei,
Zhang Qin, Huang Danfeng
Sensors. 2014 14(11). p.20078
Infra-Red Thermography as a High-Throughput Tool for Field Phenotyping
Prashar Ankush, Jones Hamlyn
Agronomy. 2014 4(3). p.397
Continuous, long-term, high-frequency thermal imaging of vegetation: Uncertainties and recommended best practices
Aubrecht Donald M.,
Helliker Brent R.,
Goulden Michael L.,
Roberts Dar A.,
Still Christopher J., Richardson Andrew D.
Agricultural and Forest Meteorology. 2016 228-229 p.315
Association mapping and genetic dissection of drought-induced canopy temperature differences in rice
Melandri Giovanni,
Prashar Ankush,
McCouch Susan R,
van der Linden Gerard,
Jones Hamlyn G,
Kadam Niteen,
Jagadish Krishna,
Bouwmeester Harro,
Ruyter-Spira Carolien, Dhankher Om
Journal of Experimental Botany. 2020 71(4). p.1614
Thermal imaging from UAS for estimating crop water status in a Merlot vineyard in semi-arid conditions
Atencia Payares Luz K.,
Gomez-del-Campo Maria,
Tarquis Ana M., García Mónica
Irrigation Science. 2025 43(1). p.87
Using Plant Temperature to Evaluate the Response of Stomatal Conductance to Soil Moisture Deficit
Yu Ming-Han,
Ding Guo-Dong,
Gao Guang-Lei,
Zhao Yuan-Yuan,
Yan Lei, Sai Ke
Forests. 2015 6(10). p.3748
Distinct growth and physiological responses of Arabidopsis thaliana natural accessions to drought stress and their detection using spectral reflectance and thermal imaging
Klem Karel,
Mishra Kumud B.,
Novotná Kateřina,
Rapantová Barbora,
Hodaňová Petra,
Mishra Anamika,
Kováč Daniel, Urban Otmar
Functional Plant Biology. 2017 44(3). p.312
Accurate photosynthetic parameter estimation at low stomatal conductance: effects of cuticular conductance and instrumental noise
Hussain Syed Bilal,
Stinziano Joseph,
Pierre Myrtho O., Vincent Christopher
Photosynthesis Research. 2024 160(2-3). p.111
Regulated deficit irrigation (RDI) under citrus species production: A review
Sadick Amoakohene Appiah,
Jiuhao Li,
Yubin Lan,
Kelvin Edom Alordzinu,
Alaa Al Aasmi,
Hao Wang,
Songyang Qiao,
Ernest Owusu-Sekyere,
Ebenezer Acheampong Afful,
Evans Asenso, Fuseini Issaka
Journal of Horticulture and Forestry. 2021 13(4). p.81
Assessment of Drought Response in Kimchi Cabbage, Radish, and Lettuce Seedlings Using RGB Image Analysis
Lee Junho,
Kim Jinhee,
Lee Sangdeok,
Park Gyu Hyeon, Jang Yoonah
Journal of Bio-Environment Control. 2024 33(4). p.189
Key Intelligent Pesticide Prescription Spraying Technologies for the Control of Pests, Diseases, and Weeds: A Review
Ye Kaiqiang,
Hu Gang,
Tong Zijie,
Xu Youlin, Zheng Jiaqiang
Agriculture. 2025 15(1). p.81
Cooler canopy leverages sorghum adaptation to drought and heat stress
Pradhan Aliza,
Aher Lalitkumar,
Hegde Vinay,
Jangid Krishna Kumar, Rane Jagadish
Scientific Reports. 2022 12(1).
Forages (2020)
A Semi-supervised approach to cluster symptomatic and asymptomatic leaves in root lesion nematode infected walnut trees
Omidi Ryan,
Pourreza Alireza,
Moghimi Ali,
Zuniga-Ramirez German,
Jafarbiglu Hamid,
Maung ZinThuZar, Westphal Andreas
Computers and Electronics in Agriculture. 2022 194 p.106761
Potential of thermal imaging in soil bioengineering to assess plant ability for soil water removal and air cooling
Boldrin D.,
Leung A.K.,
Bengough A.G., Jones H.G.
Ecological Engineering. 2019 141 p.105599
Application of infrared thermography for irrigation scheduling of horticulture plants
Parihar Gunjan,
Saha Sumit, Giri Lalat Indu
Smart Agricultural Technology. 2021 1 p.100021
Physiological mechanism of drought tolerance in transgenic rice plants expressing Capsicum annuum methionine sulfoxide reductase B2 (CaMsrB2) gene
Siddiqui Zamin Shaheed,
Cho Jung-Il,
Kwon Taek-Ryoun,
Ahn Byung-Ok,
Lee Kang-Seob,
Jeong Mi-Jeong,
Ryu Tae-Hun,
Lee Seong-Kon,
Park Soo-Chul, Park Sung-Han
Acta Physiologiae Plantarum. 2014 36(5). p.1143
Effects of 24‐epibrassinolide on plant growth, osmotic regulation and ion homeostasis of salt‐stressed canola
Liu J.,
Gao H.,
Wang X.,
Zheng Q.,
Wang C.,
Wang X.,
Wang Q., Hawkesford M.
Plant Biology. 2014 16(2). p.440
OMICS‐Based Approaches in Plant Biotechnology (2019)
Detecting tree water stress using a trunk relative water content measurement sensor
Alizadeh A.,
Toudeshki A.,
Ehsani R.,
Migliaccio K., Wang D.
Smart Agricultural Technology. 2021 1 p.100003
Evapotranspiration partitioning, water use efficiency, and maize yield under different film mulching and nitrogen application in northwest China
Fang Heng,
Li Yuannong,
Gu Xiaobo,
Yu Meng,
Du Yadan,
Chen Pengpeng, Li Yupeng
Field Crops Research. 2021 264 p.108103
Recent Advances in Thermal Imaging and its Applications Using Machine Learning: A Review
Wilson A. N.,
Gupta Khushi Anil,
Koduru Balu Harshavardan,
Kumar Abhinav,
Jha Ajit, Cenkeramaddi Linga Reddy
IEEE Sensors Journal. 2023 23(4). p.3395
Thermal imaging to detect spatial and temporal variation in the water status of grapevine (Vitis viniferaL.)
Grant O. M.,
Ochagavía H.,
Baluja J.,
Diago M. P., Tardáguila J.
The Journal of Horticultural Science and Biotechnology. 2016 91(1). p.43
Early water stress detection on olive trees (Olea europaea L. cvs ‘chemlali’ and ‘Chetoui’) using the leaf patch clamp pressure probe
Aissaoui Feten,
Chehab Hechmi,
Bader Besma,
Salem Angham Ben,
M’barki Naouraz,
Laamari Salwa,
Chihaoui Badreddine,
Mahjoub Zoubeir, Boujnah Dalenda
Computers and Electronics in Agriculture. 2016 131 p.20
Effects of Heterogeneity within Tree Crowns on Airborne-Quantified SIF and the CWSI as Indicators of Water Stress in the Context of Precision Agriculture
Camino Carlos,
Zarco-Tejada Pablo, Gonzalez-Dugo Victoria
Remote Sensing. 2018 10(4). p.604
The future of Internet of Things in agriculture: Plant high-throughput phenotypic platform
Fan Jiangchuan,
Zhang Ying,
Wen Weiliang,
Gu Shenghao,
Lu Xianju, Guo Xinyu
Journal of Cleaner Production. 2021 280 p.123651
Automated microgreen phenotyping for yield estimation using a consumer-grade depth camera
Watawana Bhanu, Isaksson Mats
Smart Agricultural Technology. 2024 7 p.100384
Application of thermography for monitoring stomatal conductance of Coffea arabica under different shading systems
Craparo A.C.W.,
Steppe K.,
Van Asten P.J.A.,
Läderach P.,
Jassogne L.T.P., Grab S.W.
Science of The Total Environment. 2017 609 p.755
Exploring natural genetic diversity in a bread wheat multi-founder population: dual imaging of photosynthesis and stomatal kinetics
Faralli Michele,
Mellers Greg,
Wall Shellie,
Vialet-Chabrand Silvere,
Forget Guillaume,
Galle Alexander,
Van Rie Jeron,
Gardner Keith A,
Ober Eric S,
Cockram James,
Lawson Tracy, Carmo-Silva Elizabete
Journal of Experimental Botany. 2024 75(21). p.6733
Thermal imaging to monitor the crop-water status in almonds by using the non-water stress baselines
García-Tejero I.F.,
Gutiérrez-Gordillo S.,
Ortega-Arévalo C.,
Iglesias-Contreras M.,
Moreno J.M.,
Souza-Ferreira L., Durán-Zuazo V.H.
Scientia Horticulturae. 2018 238 p.91
Measuring crops in 3D: using geometry for plant phenotyping
Paulus Stefan
Plant Methods. 2019 15(1).
Water status estimation of cherry trees using infrared thermal imagery coupled with supervised machine learning modeling
Carrasco-Benavides Marcos,
Gonzalez Viejo Claudia,
Tongson Eden,
Baffico-Hernández Antonella,
Ávila-Sánchez Carlos,
Mora Marco, Fuentes Sigfredo
Computers and Electronics in Agriculture. 2022 200 p.107256
Effects of Zinc Oxide and Zinc–Silica-Based Nanofertilizers with Yeasts on Selected Components of Soybean in the Central European Agronomic Region: A Short-Term Study
Ernst Dávid,
Kolenčík Marek,
Kupec Michal,
Šebesta Martin,
Qian Yu,
Straka Viktor,
Černý Ivan,
Soulange Joyce Govinden, Ducsay Ladislav
Agronomy. 2024 14(9). p.2138
New Frontiers in Stress Management for Durable Agriculture (2020)
High-throughput phenotyping platform for analyzing drought tolerance in rice
Kim Song Lim,
Kim Nyunhee,
Lee Hongseok,
Lee Eungyeong,
Cheon Kyeong-Seong,
Kim Minsu,
Baek JeongHo,
Choi Inchan,
Ji Hyeonso,
Yoon In Sun,
Jung Ki-Hong,
Kwon Taek-Ryoun, Kim Kyung-Hwan
Planta. 2020 252(3).
Restriction of transpiration rate under high vapour pressure deficit and non‐limiting water conditions is important for terminal drought tolerance in cowpea
Belko N.,
Zaman‐Allah M.,
Diop N.N.,
Cisse N.,
Zombre G.,
Ehlers J.D., Vadez V.
Plant Biology. 2013 15(2). p.304
Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)
Baluja Javier,
Diago Maria P.,
Balda Pedro,
Zorer Roberto,
Meggio Franco,
Morales Fermin, Tardaguila Javier
Irrigation Science. 2012 30(6). p.511
Development of an accurate low cost NDVI imaging system for assessing plant health
Stamford John D.,
Vialet-Chabrand Silvere,
Cameron Iain, Lawson Tracy
Plant Methods. 2023 19(1).
Handbook of Real-Time Computing (2022)
Irrigation systems in smart cities coping with water scarcity: The case of Valdebebas, Madrid (Spain)
Canales-Ide Freddy,
Zubelzu Sergio, Rodríguez-Sinobas Leonor
Journal of Environmental Management. 2019 247 p.187
Unsupervised spectral-spatial processing of drone imagery for identification of pine seedlings
Finn Anthony,
Kumar Pankaj,
Peters Stefan, O'Hehir Jim
ISPRS Journal of Photogrammetry and Remote Sensing. 2022 183 p.363
Regulatory Role of Silicon on Photosynthesis, Gas-exchange and Yield Related Traits of Drought-Stressed Lentil Plants
Biju Sajitha,
Fuentes Sigfredo, Gupta Dorin
Silicon. 2023 15(14). p.5981
Combination active optical and passive thermal infrared sensor for low-level airborne crop sensing
Lamb D. W.,
Schneider D. A., Stanley J. N.
Precision Agriculture. 2014 15(5). p.523
Image based thermal sensing for glyphosate resistant weed identification in greenhouse conditions
Eide Austin,
Zhang Yu,
Koparan Cengiz,
Stenger John,
Ostlie Michael,
Howatt Kirk,
Bajwa Sreekala, Sun Xin
Computers and Electronics in Agriculture. 2021 188 p.106348
Clustering Field-Based Maize Phenotyping of Plant-Height Growth and Canopy Spectral Dynamics Using a UAV Remote-Sensing Approach
Han Liang,
Yang Guijun,
Yang Hao,
Xu Bo,
Li Zhenhai, Yang Xiaodong
Frontiers in Plant Science. 2018 9
Plant Adaptation Strategies in Changing Environment (2017)
Assessing the Water-Stress Baselines by Thermal Imaging for Irrigation Management in Almond Plantations under Water Scarcity Conditions
Gutiérrez-Gordillo Saray,
García-Tejero Iván Francisco,
Durán Zuazo Víctor Hugo,
García Escalera Amelia,
Ferrera Gil Fernando,
Amores-Agüera José Juan,
Cárceles Rodríguez Belén, Hernández-Santana Virginia
Water. 2020 12(5). p.1298
Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration
Gómez-Candón David,
Virlet Nicolas,
Labbé Sylvain,
Jolivot Audrey, Regnard Jean-Luc
Precision Agriculture. 2016 17(6). p.786
Sensing, Data Managing, and Control Technologies for Agricultural Systems (2022)
Using Thermography to Confirm Genotypic Variation for Drought Response in Maize
Casari Raphael,
Paiva Dayane,
Silva Vivianny,
Ferreira Thalita,
Souza, Junior Manoel,
Oliveira Nelson,
Kobayashi Adilson,
Molinari Hugo,
Santos Thiago,
Gomide Reinaldo,
Magalhães Paulo, Sousa Carlos
International Journal of Molecular Sciences. 2019 20(9). p.2273
Analysis of variance and its sources in UAV-based multi-view thermal imaging of wheat plots
Treier Simon,
Roth Lukas,
Hund Andreas,
Aasen Helge,
Levy Häner Lilia,
Vuille-dit-Bille Nicolas,
Walter Achim, Herrera Juan M.
Plant Phenomics. 2025 7(2). p.100046
Impact of hail-netting on Vitis vinifera L. canopy microclimate, leaf gas exchange, fruit quality, and yield in a semi-arid environment
Ruland K.,
Montague Thayne, Helwi Pierre
Viticulture Data Journal. 2023 555
(2012)
Computer vision-based plants phenotyping: A comprehensive survey
Meraj Talha,
Sharif Muhammad Imran,
Raza Mudassar,
Alabrah Amerah,
Kadry Seifedine, Gandomi Amir H.
iScience. 2024 27(1). p.108709
Advances in Microclimate Ecology Arising from Remote Sensing
Zellweger Florian,
De Frenne Pieter,
Lenoir Jonathan,
Rocchini Duccio, Coomes David
Trends in Ecology & Evolution. 2019 34(4). p.327
Genetic analysis of abiotic stress tolerance in crops
Roy Stuart J,
Tucker Elise J, Tester Mark
Current Opinion in Plant Biology. 2011 14(3). p.232
Towards Tree-level Evapotranspiration Estimation with Small UAVs in Precision Agriculture (2022)
Plant phenotyping: from bean weighing to image analysis
Walter Achim,
Liebisch Frank, Hund Andreas
Plant Methods. 2015 11(1). p.14
Evaluation of thermal-based physiological indicators for determining water-stress thresholds in drip-irrigated ‘Regina’ cherry trees
Carrasco-Benavides Marcos,
Espinoza-Meza Sergio,
Umemura Kashike,
Ortega-Farías Samuel,
Baffico-Hernández Antonella,
Neira-Román José,
Ávila-Sánchez Carlos, Fuentes Sigfredo
Irrigation Science. 2024 42(3). p.445
Image Processing based application of Thermal Imaging for Monitoring Stress Detection in Tomato Plants
2019 International Conference on Smart Systems and Inventive Technology (ICSSIT) (2019)
Emerging Technologies and Management of Crop Stress Tolerance (2014)
Stress indicators based on airborne thermal imagery for field phenotyping a heterogeneous tree population for response to water constraints
Virlet N.,
Lebourgeois V.,
Martinez S.,
Costes E.,
Labbe S., Regnard J.-L.
Journal of Experimental Botany. 2014 65(18). p.5429
Integrated genomics, physiology and breeding approaches for improving drought tolerance in crops
Mir Reyazul Rouf,
Zaman-Allah Mainassara,
Sreenivasulu Nese,
Trethowan Richard, Varshney Rajeev K.
Theoretical and Applied Genetics. 2012 125(4). p.625
Evaluation of water-use efficiency in foxtail millet (Setaria italica) using visible-near infrared and thermal spectral sensing techniques
Wang Meng,
Ellsworth Patrick Z.,
Zhou Jianfeng,
Cousins Asaph B., Sankaran Sindhuja
Talanta. 2016 152 p.531
Utility of remote sensing-based surface energy balance models to track water stress in rain-fed switchgrass under dry and wet conditions
Bhattarai Nishan,
Wagle Pradeep,
Gowda Prasanna H., Kakani Vijaya G.
ISPRS Journal of Photogrammetry and Remote Sensing. 2017 133 p.128
Biophysically Informed Imaging Acquisition of Plant Water Status
Beverly Daniel P.,
Guadagno Carmela R., Ewers Brent E.
Frontiers in Forests and Global Change. 2020 3
High-throughput phenotyping for trait detection in vineyards
Kicherer Anna,
Herzog Katja,
Töpfer Reinhard, Aurand Jean-Marie
BIO Web of Conferences. 2015 5 p.01018
Spatial extrapolation of lysimeter results using thermal infrared imaging
Voortman B.R.,
Bosveld F.C.,
Bartholomeus R.P., Witte J.P.M.
Journal of Hydrology. 2016 543 p.230
Foliar Application of Low Concentrations of Titanium Dioxide and Zinc Oxide Nanoparticles to the Common Sunflower under Field Conditions
Kolenčík Marek,
Ernst Dávid,
Urík Martin,
Ďurišová Ľuba,
Bujdoš Marek,
Šebesta Martin,
Dobročka Edmud,
Kšiňan Samuel,
Illa Ramakanth,
Qian Yu,
Feng Huan,
Černý Ivan,
Holišová Veronika, Kratošová Gabriela
Nanomaterials. 2020 10(8). p.1619
Detection of Biotic or Abiotic Stress in Vineyards Using Thermal and RGB Images Captured via IoT Sensors
Fevgas Georgios,
Lagkas Thomas,
Argyriou Vasileios, Sarigiannidis Panagiotis
IEEE Access. 2023 11 p.105902
Assessment of water stress in rainfed maize using RGB and thermal imagery
Rajwade Yogesh Anand,
Chandel Narendra Singh,
Dubey Kumkum,
Anakkallan Subeesh,
Upender Konga, Jat Dilip
Arabian Journal of Geosciences. 2023 16(2).
A mini review of the impacts of deficit irrigation strategies for walnut (Juglans regia L.) production in semiarid conditions
Calvo Franco Emmanuel,
Silvente Sonia Teresa, Trentacoste Eduardo Rafael
Irrigation Science. 2023 41(4). p.501
Nondestructive Phenomic Tools for the Prediction of Heat and Drought Tolerance at Anthesis in Brassica Species
Chen Sheng,
Guo Yiming,
Sirault Xavier,
Stefanova Katia,
Saradadevi Renu,
Turner Neil C.,
Nelson Matthew N.,
Furbank Robert T.,
Siddique Kadambot H.M., Cowling Wallace A.
Plant Phenomics. 2019 2019 p.3264872
Canopy skin temperature variations in relation to climate, soil temperature, and carbon flux at a ponderosa pine forest in central Oregon
Kim Youngil,
Still Christopher J.,
Hanson Chad V.,
Kwon Hyojung,
Greer Burke T., Law Beverly E.
Agricultural and Forest Meteorology. 2016 226-227 p.161
Detecting forest response to droughts with global observations of vegetation water content
Konings Alexandra G.,
Saatchi Sassan S.,
Frankenberg Christian,
Keller Michael,
Leshyk Victor,
Anderegg William R. L.,
Humphrey Vincent,
Matheny Ashley M.,
Trugman Anna,
Sack Lawren,
Agee Elizabeth,
Barnes Mallory L.,
Binks Oliver,
Cawse‐Nicholson Kerry,
Christoffersen Bradley O.,
Entekhabi Dara,
Gentine Pierre,
Holtzman Nataniel M.,
Katul Gabriel G.,
Liu Yanlan,
Longo Marcos,
Martinez‐Vilalta Jordi,
McDowell Nate,
Meir Patrick,
Mencuccini Maurizio,
Mrad Assaad,
Novick Kimberly A.,
Oliveira Rafael S.,
Siqueira Paul,
Steele‐Dunne Susan C.,
Thompson David R.,
Wang Yujie,
Wehr Richard,
Wood Jeffrey D.,
Xu Xiangtao, Zuidema Pieter A.
Global Change Biology. 2021 27(23). p.6005
Search for suitable artificial surfaces to predict health of a plant
Proceeding of Proceedings of the 27th National and 5th International ISHMT-ASTFE Heat and Mass Transfer Conference December 14-17, 2023, IIT Patna, Patna-801106, Bihar, India (2024)
Physio-morphological traits and osmoregulation strategies of hybrid maize (Zea mays) at the seedling stage in response to water-deficit stress
Pipatsitee Piyanan,
Theerawitaya Cattarin,
Tiasarum Rujira,
Samphumphuang Thapanee,
Singh Harminder Pal,
Datta Avishek, Cha-um Suriyan
Protoplasma. 2022 259(4). p.869
A new wet reference target method for continuous infrared thermography of vegetations
Maes Wouter H.,
Baert Annelies,
Huete Alfredo R.,
Minchin Peter E.H.,
Snelgar William P., Steppe Kathy
Agricultural and Forest Meteorology. 2016 226-227 p.119
Advanced phenotyping offers opportunities for improved breeding of forage and turf species
Walter Achim,
Studer Bruno, Kölliker Roland
Annals of Botany. 2012 110(6). p.1271
Approach to assess infrared thermal imaging of almond trees under water-stress conditions
García-Tejero Iván,
Durán-Zuazo Víctor Hugo,
Arriaga Javier,
Hernández Almudena,
Vélez Luisa Maria, Muriel-Fernández José Luis
Fruits. 2012 67(6). p.463
Silicon Era of Carbon-Based Life: Application of Genomics and Bioinformatics in Crop Stress Research
Li Man-Wah,
Qi Xinpeng,
Ni Meng, Lam Hon-Ming
International Journal of Molecular Sciences. 2013 14(6). p.11444
Genotypic Variation for Tolerance to Transient Drought During the Reproductive Phase of Brassica rapa
Guo Y. M.,
Turner N. C.,
Chen S.,
Nelson M. N.,
Siddique K. H. M., Cowling W. A.
Journal of Agronomy and Crop Science. 2015 201(4). p.267
Avenues to realize potential of phenomics to accelerate crop breeding for heat tolerance
Basavaraj P. S., Rane Jagadish
Plant Physiology Reports. 2020 25(4). p.594
Methodologies and Results in Grapevine Research (2010)
Complex Analysis of the Efficiency of Difference Reflectance Indices on the Basis of 400–700 nm Wavelengths for Revealing the Influences of Water Shortage and Heating on Plant Seedlings
Sukhova Ekaterina,
Yudina Lyubov,
Gromova Ekaterina,
Ryabkova Anastasiia,
Kior Dmitry, Sukhov Vladimir
Remote Sensing. 2021 13(5). p.962
Assessment of Canopy Porosity in Avocado Trees as a Surrogate for Restricted Transpiration Emanating from Phytophthora Root Rot
Salgadoe Arachchige Surantha Ashan,
Robson Andrew James,
Lamb David William, Dann Elizabeth Kathryn
Remote Sensing. 2019 11(24). p.2972
Drought Tolerant Near Isogenic Lines of Pusa 44 Pyramided With qDTY2.1 and qDTY3.1, Show Accelerated Recovery Response in a High Throughput Phenomics Based Phenotyping
Dwivedi Priyanka,
Ramawat Naleeni,
Raju Dhandapani,
Dhawan Gaurav,
Gopala Krishnan S.,
Chinnusamy Viswanathan,
Bhowmick Prolay Kumar,
Vinod K. K.,
Pal Madan,
Nagarajan Mariappan,
Ellur Ranjith Kumar,
Bollinedi Haritha, Singh Ashok K.
Frontiers in Plant Science. 2022 12
Estimation of Canopy Water Content by Integrating Hyperspectral and Thermal Imagery in Winter Wheat Fields
Gao Chenkai,
Liu Shuimiao,
Wu Pengnian,
Wang Yanli,
Wu Ke,
Li Lingyun,
Wang Jinghui,
Liu Shilong,
Gao Peimeng,
Zhao Zhiheng,
Shao Jing,
Yu Haolin,
Guan Xiaokang,
Wang Tongchao, Wen Pengfei
Agronomy. 2024 14(11). p.2569
Proximal thermal imaging‐based irrigation scheduling for bread wheat in Egypt
Omar Mohie El Din, Nangia Vinay
Irrigation and Drainage. 2023 72(3). p.778
Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives
Yang Guijun,
Liu Jiangang,
Zhao Chunjiang,
Li Zhenhong,
Huang Yanbo,
Yu Haiyang,
Xu Bo,
Yang Xiaodong,
Zhu Dongmei,
Zhang Xiaoyan,
Zhang Ruyang,
Feng Haikuan,
Zhao Xiaoqing,
Li Zhenhai,
Li Heli, Yang Hao
Frontiers in Plant Science. 2017 8
Taxonomic determination and physiological analysis of ornamental plants using convolutional neural networks
Bandarenka Uladzislau Yu.,
Barkovsky Anton V.,
Shashko Antonina Yu.,
Charnysh Maryia A.,
Przhevalskaya Darya A.,
Kolbanov Dmitrii V.,
Sokolik Anatoliy I.,
Smolich Igor I.,
Medvedev Sergei S., Demidchik Vadim V.
Journal of the Belarusian State University. Biology. 2019 (1). p.25
Impact of primary infection site of Fusarium species on head blight development in wheat ears evaluated by IR-thermography
Al Masri A.,
Hau B.,
Dehne H.-W.,
Mahlein A.-K., Oerke E.-C.
European Journal of Plant Pathology. 2017 147(4). p.855
Optimal pressure and temperature parameters for prickly pear cauterization and infrared imaging detection for proper sealing
Hahn Federico,
Cruz Juan,
Barrientos Alejandro,
Perez Ruth, Valle Salvador
Journal of Food Engineering. 2016 191 p.131
Analysis of Multispectral Drought Indices in Central Tunisia
Farhani Nesrine,
Carreau Julie,
Kassouk Zeineb,
Le Page Michel,
Lili Chabaane Zohra, Boulet Gilles
Remote Sensing. 2022 14(8). p.1813
High-Throughput Phenotyping: A Platform to Accelerate Crop Improvement
Jangra Sumit,
Chaudhary Vrantika,
Yadav Ram C., Yadav Neelam R.
Phenomics. 2021 1(2). p.31
Applying RGB- and Thermal-Based Vegetation Indices from UAVs for High-Throughput Field Phenotyping of Drought Tolerance in Forage Grasses
De Swaef Tom,
Maes Wouter H.,
Aper Jonas,
Baert Joost,
Cougnon Mathias,
Reheul Dirk,
Steppe Kathy,
Roldán-Ruiz Isabel, Lootens Peter
Remote Sensing. 2021 13(1). p.147
Assessing suitability of modified center pivot irrigation systems in corn production using low altitude aerial imaging techniques
Chakraborty Momtanu,
Khot Lav R., Peters R. Troy
Information Processing in Agriculture. 2020 7(1). p.41
Monitoring stomatal conductance of Jatropha curcas seedlings under different levels of water shortage with infrared thermography
Maes W.H.,
Achten W.M.J.,
Reubens B., Muys B.
Agricultural and Forest Meteorology. 2011 151(5). p.554
Assessing the effect of extra nitrogen on Kandelia obovata growth under cadmium stress using high-resolution thermal infrared remote sensing and the three-temperature model
Shen Xiaoxue,
Li Ruili,
Chai Minwei,
Yu Ke,
Zan Qijie, Qiu Guo Yu
Functional Plant Biology. 2018 45(11). p.1162
Determining Threshold Values for a Crop Water Stress Index-Based Center Pivot Irrigation with Optimum Grain Yield
Qin Anzhen,
Ning Dongfeng,
Liu Zhandong,
Li Sen,
Zhao Ben, Duan Aiwang
Agriculture. 2021 11(10). p.958
Early detection of sun injury on apples ( Malus domestica Borkh.) through the use of crop water stress index and chlorophyll fluorescence
Torres Carolina A.,
Sepúlveda Alvaro,
Leon Lorenzo, Yuri José Antonio
Scientia Horticulturae. 2016 211 p.336
Water stress assessment at tree scale: high-resolution thermal UAV imagery acquisition and processing
Gómez-Candón D.,
Torres-Sanchez J.,
Labbé S.,
Jolivot A.,
Martinez S., Regnard J.L.
Acta Horticulturae. 2017 (1150). p.159
Non‐invasive monitoring of tomato graft dynamics using thermography and fluorescence quantum yields measurements
Frey Carlos,
Hernández‐Barriuso Andrés,
Encina Antonio, Acebes José Luis
Physiologia Plantarum. 2023 175(3).
Deciphering phenomics approaches for understanding plant–microbe interactions in nutrient absorption and utilization
Lal Milan Kumar,
Tiwari Rahul Kumar,
Adavi Sandeep B.,
Kumar Awadhesh,
Bamatov Ibragim,
Ivanova Ekaterina,
Behera Laxmipriya,
Jena Rupak, Kumar Ravinder
Plant Physiology Reports. 2024 29(4). p.769
Intra-crown spatial variability of leaf temperature and stomatal conductance enhanced by drought in apple tree as assessed by the RATP model
Ngao Jérôme,
Adam Boris, Saudreau Marc
Agricultural and Forest Meteorology. 2017 237-238 p.340
Interactive effects of UV radiation and water deficit on production characteristics in upland grassland and their estimation by proximity sensing
Holub Petr,
Klem Karel,
Veselá Barbora,
Surá Kateřina, Urban Otmar
Ecology and Evolution. 2022 12(9).
Using Soil, Plant, Topographic and Remotely Sensed Data to Determine the Best Method for Defining Aflatoxin Contamination Risk Zones within Fields for Precision Management
Kerry Ruth,
Ingram Ben,
Ortiz Brenda V., Salvacion Arnold
Agronomy. 2022 12(10). p.2524
Unstable crop yields reveal opportunities for site-specific adaptations to climate variability
Martinez-Feria Rafael A., Basso Bruno
Scientific Reports. 2020 10(1).
The Effect of Organ Temperature on Total Yield of Transplanted and Direct-Seeded Rice (Oryza sativa L.)
Li Ziwei,
Huang Lifen,
Huo Zhongyang, Jiang Min
Phyton. 2023 92(11). p.2999
Simple estimation of green area rate using image analysis and quantitative traits related to plant architecture and biomass in rice seedling
Jong Kwang-O.,
Han Kwang-Myong,
Kwak Son-Il,
Jang Yu-Jin,
Chol-Ho , Kim Kwang -Phil
Theoretical and Experimental Plant Physiology. 2021 33(3). p.225
Potential of Hyperspectral and Thermal Proximal Sensing for Estimating Growth Performance and Yield of Soybean Exposed to Different Drip Irrigation Regimes Under Arid Conditions
Elmetwalli Adel H.,
El-Hendawy Salah,
Al-Suhaibani Nasser,
Alotaibi Majed,
Tahir Muhammad Usman,
Mubushar Muhammad,
Hassan Wael M., Elsayed Salah
Sensors. 2020 20(22). p.6569
Using UAV-based thermal imagery to detect crop water status variability in cotton
Lacerda Lorena N.,
Snider John L.,
Cohen Yafit,
Liakos Vasileios,
Gobbo Stefano, Vellidis George
Smart Agricultural Technology. 2022 2 p.100029
Yabani nohut genotiplerinin yüksek buhar basıncı açıklığında stoma iletkenlik indeksi değişimleri
BAŞDEMİR Fatma, YILDIRIM Mehmet
Toprak Bilimi ve Bitki Besleme Dergisi. 2020 8(2). p.128
A practical method using a network of fixed infrared sensors for estimating crop canopy conductance and evaporation rate
Jones Hamlyn G.,
Hutchinson Paul A.,
May Tracey,
Jamali Hiz, Deery David M.
Biosystems Engineering. 2018 165 p.59
How water affects growing plants: an experimental set-up based on 2D vision and on-the-edge sensing
2022 IEEE Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) (2022)
Impact of hail-netting on Vitis vinifera L. canopy microclimate, leaf gas exchange, fruit quality, and yield in a semi-arid environment
Ruland K.,
Montague Thayne, Helwi Pierre
Viticulture Data Journal. 2023 4
Advances in “omics” approaches to tackle drought stress in grain legumes
Jha Uday Chand,
Bohra Abhishek,
Nayyar Harsh, Varshney Rajeev
Plant Breeding. 2020 139(1). p.1
Water deficit effects on the molecular processes, physiology and quality of grapevine
Hochberg U.,
Degu A.,
Rachmilevitch S.,
Cramer G.R., Fait A.
Acta Horticulturae. 2017 (1157). p.239
Modeling of Environmental Impacts on Aerial Hyperspectral Images for Corn Plant Phenotyping
Ma Dongdong,
Rehman Tanzeel U.,
Zhang Libo,
Maki Hideki,
Tuinstra Mitchell R., Jin Jian
Remote Sensing. 2021 13(13). p.2520
The Application of a Self-Organizing Model for the Estimation of Crop Water Stress Index (CWSI) in Soybean with Different Watering Levels
Anda Angela,
Simon-Gáspár Brigitta, Soós Gábor
Water. 2021 13(22). p.3306
Internet of Things A to Z (2018)
Biotechnological Approaches to Barley Improvement (2014)
Phenotypic characterization of Arabidopsis thaliana lines overexpressing AVP1 and MIOX4 in response to abiotic stresses
Nepal Nirman,
Yactayo‐Chang Jessica P.,
Gable Ricky,
Wilkie Austin,
Martin Jazmin,
Aniemena Chineche L.,
Gaxiola Roberto, Lorence Argelia
Applications in Plant Sciences. 2020 8(8).
Physiological response of red pepper to different irrigation regimes under drip irrigation in the Mediterranean region of Turkey
Sezen Semih Metin,
Yazar Attila, Tekin Servet
Scientia Horticulturae. 2019 245 p.280
A Comparison of Plant Temperatures as Measured by Thermal Imaging and Infrared Thermometry
Hackl H.,
Baresel J. P.,
Mistele B.,
Hu Y., Schmidhalter U.
Journal of Agronomy and Crop Science. 2012 198(6). p.415
Regional heavy metal pollution in crops by integrating physiological function variability with spatio-temporal stability using multi-temporal thermal remote sensing
Liu Meiling,
Liu Xiangnan,
Zhang Biyao, Ding Chao
International Journal of Applied Earth Observation and Geoinformation. 2016 51 p.91
Estimates of rice lodging using indices derived from UAV visible and thermal infrared images
Liu Tao,
Li Rui,
Zhong Xiaochun,
Jiang Min,
Jin Xiuliang,
Zhou Ping,
Liu Shengping,
Sun Chengming, Guo Wenshan
Agricultural and Forest Meteorology. 2018 252 p.144
Remote, aerial phenotyping of maize traits with a mobile multi-sensor approach
Liebisch Frank,
Kirchgessner Norbert,
Schneider David,
Walter Achim, Hund Andreas
Plant Methods. 2015 11(1). p.9
Thermographic measurement of canopy temperature is a useful tool for predicting water deficit effects on fruit weight in citrus trees
Ballester C.,
Castel J.,
Jiménez-Bello M.A.,
Castel J.R., Intrigliolo D.S.
Agricultural Water Management. 2013 122 p.1
High-resolution remote thermometry and thermography using luminescent low-dimensional tin-halide perovskites
Yakunin Sergii,
Benin Bogdan M.,
Shynkarenko Yevhen,
Nazarenko Olga,
Bodnarchuk Maryna I.,
Dirin Dmitry N.,
Hofer Christoph,
Cattaneo Stefano, Kovalenko Maksym V.
Nature Materials. 2019 18(8). p.846
Crop-water relation and production of two soybean varieties under different water supplies
Anda Angela,
Simon Brigitta,
Soós Gábor,
Teixeira da Silva Jaime A., Kucserka Tamás
Theoretical and Applied Climatology. 2019 137(1-2). p.1515
Saturation mapping of consistent QTLs for yield and days to flowering under drought using locally adapted landrace in rice (Oryza sativa L.)
Rajurkar Ashish B.,
Muthukumar C.,
Bharathi A.,
Thomas Helen Baby, Babu R. Chandra
NJAS: Wageningen Journal of Life Sciences. 2019 88(1). p.66
3D characterization of walnut morphological traits using X-ray computed tomography
Bernard Anthony,
Hamdy Sherif,
Le Corre Laurence,
Dirlewanger Elisabeth, Lheureux Fabrice
Plant Methods. 2020 16(1).
Association of mid-reproductive stage canopy temperature depression with the molecular markers and grain yields of chickpea (Cicer arietinum L.) germplasm under terminal drought
Purushothaman R.,
Thudi M.,
Krishnamurthy L.,
Upadhyaya H.D.,
Kashiwagi J.,
Gowda C.L.L., Varshney R.K.
Field Crops Research. 2015 174 p.1
Plant Phenomics: Fundamental Bases, Software and Hardware Platforms, and Machine Learning
Demidchik V. V.,
Shashko A. Y.,
Bandarenka U. Y.,
Smolikova G. N.,
Przhevalskaya D. A.,
Charnysh M. A.,
Pozhvanov G. A.,
Barkosvkyi A. V.,
Smolich I. I.,
Sokolik A. I.,
Yu M., Medvedev S. S.
Russian Journal of Plant Physiology. 2020 67(3). p.397
Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring
Virlet Nicolas,
Sabermanesh Kasra,
Sadeghi-Tehran Pouria, Hawkesford Malcolm J.
Functional Plant Biology. 2017 44(1). p.143
Translating Physiological Tools to Augment Crop Breeding (2023)
Multispectral airborne imagery in the field reveals genetic determinisms of morphological and transpiration traits of an apple tree hybrid population in response to water deficit
Virlet Nicolas,
Costes Evelyne,
Martinez Sébastien,
Kelner Jean-Jacques, Regnard Jean-Luc
Journal of Experimental Botany. 2015 66(18). p.5453
Water Stress Regime of Irrigated Crops Based on Remote Sensing and Ground-Based Data
Zeyliger Anatoly Mikhailovich, Ermolaeva Olga Sergeevna
Agronomy. 2021 11(6). p.1117
Plant Responses to Drought and Salinity Stress - Developments in a Post-Genomic Era (2011)
Environmental Responses in Plants (2016)
Advancing Bromegrass Breeding Through Imaging Phenotyping and Genomic Selection: A Review
Biswas Dilip K.,
Coulman Bruce,
Biligetu Bill, Fu Yong-Bi
Frontiers in Plant Science. 2020 10
New Insights Into Phytohormones (2023)
Agronomic Investigation of Spray Dispersion of Metal-Based Nanoparticles on Sunflowers in Real-World Environments
Ernst Dávid,
Kolenčík Marek,
Šebesta Martin,
Ďurišová Ľuba,
Ďúranová Hana,
Kšiňan Samuel,
Illa Ramakanth,
Safarik Ivo,
Černý Ivan,
Kratošová Gabriela,
Žitniak Čurná Veronika,
Ivanič Porhajašová Jana,
Babošová Mária,
Feng Huan,
Dobročka Edmund,
Bujdoš Marek,
Pospiskova Kristyna Zelena,
Afzal Shadma,
Singh Nand K.,
Swamiappan Sasikumar, Aydın Elena
Plants. 2023 12(9). p.1789
Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
Prashar Ankush,
Yildiz Jane,
McNicol James W.,
Bryan Glenn J.,
Jones Hamlyn G., Niedz Randall P.
PLoS ONE. 2013 8(6). p.e65816
Use of thermography for high throughput phenotyping of tropical maize adaptation in water stress
Romano Giuseppe,
Zia Shamaila,
Spreer Wolfram,
Sanchez Ciro,
Cairns Jill,
Araus Jose Luis, Müller Joachim
Computers and Electronics in Agriculture. 2011 79(1). p.67
Remotely sensed identification of canopy characteristics using UAV-based imagery under unstable environmental conditions
Awais Muhammad,
Li Wei,
Cheema Muhammad Jehanzeb Masud,
Hussain Shahid,
AlGarni Tahani Saad,
Liu Chenchen, Ali Asad
Environmental Technology & Innovation. 2021 22 p.101465
A systematic review of multi-mode analytics for enhanced plant stress evaluation
Zandi Abdolrahim,
Hosseinirad Seyedali,
Kashani Zadeh Hossein,
Tavakolian Kouhyar,
Cho Byoung-Kwan,
Vasefi Fartash,
Kim Moon S., Tavakolian Pantea
Frontiers in Plant Science. 2025 16
Perspective of Monitoring Heavy Metals by Moss Visible Chlorophyll Fluorescence Parameters
Chen Yang-Er,
Wu Nan,
Zhang Zhong-Wei,
Yuan Ming, Yuan Shu
Frontiers in Plant Science. 2019 10
Effects of drought and subsequent rewatering on Rumex obtusifolius leaves of different ages: reversible and irreversible damages
Gilgen Anna Katarina, Feller Urs
Journal of Plant Interactions. 2014 9(1). p.75
Deciphering endurance capacity of mango tree (Mangifera indica L.) to desiccation stress using modern physiological tools
Taria Sukumar,
Alam Badre,
Rane Jagadish,
Kumar Mahesh,
Babar Rohit, Singh Narendra Pratap
Scientia Horticulturae. 2022 303 p.111247
Validation of thermal indices for water status identification in grapevine
Pou Alícia,
Diago Maria P.,
Medrano Hipólito,
Baluja Javier, Tardaguila Javier
Agricultural Water Management. 2014 134 p.60
Evaluating the impact of adjusting surface temperature derived from Landsat 7 ETM+ in crop evapotranspiration assessment using high-resolution airborne data
Ramírez-Cuesta J. M.,
Kilic A.,
Allen R.,
Santos C., Lorite I. J.
International Journal of Remote Sensing. 2017 38(14). p.4177
Imaging of crop canopies for the remote diagnosis and quantification of field responses
2017 International Conference on Inventive Systems and Control (ICISC) (2017)
Canopy temperature, yield, and harvest index of corn as affected by planting geometry in a semi-arid environment
Thapa Sushil,
Stewart Bob A.,
Xue Qingwu,
Rhoades Marty B.,
Angira Brijesh, Reznik John
Field Crops Research. 2018 227 p.110
Maize Open-Pollinated Populations Physiological Improvement: Validating Tools for Drought Response Participatory Selection
Leitão Susana T.,
Ferreira Emanuel,
Bicho M. Catarina,
Alves Mara L.,
Pintado Duarte,
Santos Daniela,
Mendes-Moreira Pedro,
Araújo Susana S.,
Costa J. Miguel, Vaz Patto Maria Carlota
Sustainability. 2019 11(21). p.6081
Remote Sensing for Irrigation of Horticultural Crops
Alvino Arturo, Marino Stefano
Horticulturae. 2017 3(2). p.40
Deep Learning-Driven Low-Resolution Thermal Image Reconstruction for Enhanced CWSI Analysis
2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC) (2024)
Assessment for crop water stress with infrared thermal imagery in precision agriculture: A review and future prospects for deep learning applications
Zhou Zheng,
Majeed Yaqoob,
Diverres Naranjo Geraldine, Gambacorta Elena M.T.
Computers and Electronics in Agriculture. 2021 182 p.106019
Breeder friendly phenotyping
Reynolds Matthew,
Chapman Scott,
Crespo-Herrera Leonardo,
Molero Gemma,
Mondal Suchismita,
Pequeno Diego N.L.,
Pinto Francisco,
Pinera-Chavez Francisco J.,
Poland Jesse,
Rivera-Amado Carolina,
Saint Pierre Carolina, Sukumaran Sivakumar
Plant Science. 2020 295 p.110396
Applications of Thermal Imaging in Agriculture—A Review
Ishimwe Roselyne,
Abutaleb K., Ahmed F.
Advances in Remote Sensing. 2014 03(03). p.128
A Review of Robots, Perception, and Tasks in Precision Agriculture
Botta Andrea,
Cavallone Paride,
Baglieri Lorenzo,
Colucci Giovanni,
Tagliavini Luigi, Quaglia Giuseppe
Applied Mechanics. 2022 3(3). p.830
Areca Yellow Leaf Disease Severity Monitoring Using UAV-Based Multispectral and Thermal Infrared Imagery
Xu Dong,
Lu Yuwei,
Liang Heng,
Lu Zhen,
Yu Lejun, Liu Qian
Remote Sensing. 2023 15(12). p.3114
The accuracy and utility of a low cost thermal camera and smartphone-based system to assess grapevine water status
Petrie Paul R.,
Wang Yeniu,
Liu Scarlett,
Lam Stanley,
Whitty Mark A., Skewes Mark A.
Biosystems Engineering. 2019 179 p.126
The ETH field phenotyping platform FIP: a cable-suspended multi-sensor system
Kirchgessner Norbert,
Liebisch Frank,
Yu Kang,
Pfeifer Johannes,
Friedli Michael,
Hund Andreas, Walter Achim
Functional Plant Biology. 2017 44(1). p.154
Practical Applications of a Multisensor UAV Platform Based on Multispectral, Thermal and RGB High Resolution Images in Precision Viticulture
Matese Alessandro, Di Gennaro Salvatore Filippo
Agriculture. 2018 8(7). p.116
Hyperspectral imaging and 3D technologies for plant phenotyping: From satellite to close-range sensing
Liu Huajian,
Bruning Brooke,
Garnett Trevor, Berger Bettina
Computers and Electronics in Agriculture. 2020 175 p.105621
Remote measurement of breathing rate in real time using a high precision, single-point infrared temperature sensor
2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) (2012)
Proximal Remote Sensing Buggies and Potential Applications for Field-Based Phenotyping
Deery David,
Jimenez-Berni Jose,
Jones Hamlyn,
Sirault Xavier, Furbank Robert
Agronomy. 2014 4(3). p.349
Evaluating the usefulness of continuous leaf turgor pressure measurements for the assessment of Persimmon tree water status
Martínez-Gimeno M. A.,
Castiella M.,
Rüger S.,
Intrigliolo D. S., Ballester C.
Irrigation Science. 2017 35(2). p.159
Non-invasive diagnosis of viability in seeds and lichens by infrared thermography under controlled environmental conditions
Fernández-Marín Beatriz,
Buchner Othmar,
Kastberger Gerald,
Piombino Federica,
García-Plazaola José Ignacio, Kranner Ilse
Plant Methods. 2019 15(1).
Integrating thermal infrared and RGB imaging for early detection of water stress in lettuces with comparative analysis of IoT sensors
Fevgas Georgios,
Lagkas Thomas,
Papadopoulos Petros,
Sarigiannidis Panagiotis, Argyriou Vasileios
Smart Agricultural Technology. 2025 11 p.100881
Applications of UAV Thermal Imagery in Precision Agriculture: State of the Art and Future Research Outlook
Messina Gaetano, Modica Giuseppe
Remote Sensing. 2020 12(9). p.1491
Evapotranspiration regulates leaf temperature and respiration in dryland vegetation
Kibler Christopher L.,
Trugman Anna T.,
Roberts Dar A.,
Still Christopher J.,
Scott Russell L.,
Caylor Kelly K.,
Stella John C., Singer Michael Bliss
Agricultural and Forest Meteorology. 2023 339 p.109560
Phenomics (2016)
Computer and Computing Technologies in Agriculture VIII (2015)
Improving estimation of maize leaf area index by combining of UAV-based multispectral and thermal infrared data: The potential of new texture index
Yang Ning,
Zhang Zhitao,
Zhang Junrui,
Guo Yuhong,
Yang Xizhen,
Yu Guangduo,
Bai Xuqian,
Chen Junying,
Chen Yinwen,
Shi Liangsheng, Li Xianwen
Computers and Electronics in Agriculture. 2023 214 p.108294
LiDAR: An important tool for next-generation phenotyping technology of high potential for plant phenomics?
Lin Yi
Computers and Electronics in Agriculture. 2015 119 p.61
Defining and characterizing Aflatoxin contamination risk areas for corn in Georgia, USA: Adjusting for collinearity and spatial correlation
Yoo EunHye,
Kerry Ruth,
Ingram Ben,
Ortiz Brenda, Scully Brian
Spatial Statistics. 2018 28 p.84
Effect of micro climatic indices on the accuracy of thermographic plant water status monitoring, case study of a semi-arid area
Shoa Pedram,
Hemmat Abbas,
Gheysari Mahdi, Amirfattahi Rassoul
Quantitative InfraRed Thermography Journal. 2021 18(5). p.283
The use of infrared thermal imaging as a non-destructive screening tool for identifying drought-tolerant lentil genotypes
Biju Sajitha,
Fuentes Sigfredo, Gupta Dorin
Plant Physiology and Biochemistry. 2018 127 p.11
Soybean Improvement (2022)
Handbook of Real-Time Computing (2020)
Advances of Science and Technology (2022)
Estimation of Water Stress in Grapevines Using Proximal and Remote Sensing Methods
Matese Alessandro,
Baraldi Rita,
Berton Andrea,
Cesaraccio Carla,
Di Gennaro Salvatore,
Duce Pierpaolo,
Facini Osvaldo,
Mameli Massimiliano,
Piga Alessandra, Zaldei Alessandro
Remote Sensing. 2018 10(1). p.114
Breeding for drought and heat tolerance in wheat
Langridge Peter, Reynolds Matthew
Theoretical and Applied Genetics. 2021 134(6). p.1753
Effects of temperature on transcriptome and cuticular hydrocarbon expression in ecologically differentiated populations of desert Drosophila
Etges William J.,
de Oliveira Cássia C.,
Rajpurohit Subhash, Gibbs Allen G.
Ecology and Evolution. 2017 7(2). p.619
Cereal Genomics II (2013)
New phenotyping methods for screening wheat and barley for beneficial responses to water deficit
Munns R.,
James R. A.,
Sirault X. R. R.,
Furbank R. T., Jones H. G.
Journal of Experimental Botany. 2010 61(13). p.3499
Advances in Plant Ecophysiology Techniques (2018)
Plant phenomics: High-throughput technology for accelerating genomics
Pasala Ratnakumar, Pandey Brij Bihari
Journal of Biosciences. 2020 45(1).
The ant and the grasshopper: Contrasting responses and behaviors to water stress of riparian trees along a hydroclimatic gradient
Lochin Pierre,
Malherbe Pauline,
Marteau Baptiste,
Godfroy Julien,
Gerle Flavie,
Marshall John,
Puijalon Sara,
Singer Michael Bliss,
Stella John C.,
Piégay Hervé, Vernay Antoine
Science of The Total Environment. 2024 952 p.175916
Analysis of the impact of heat on new camellias using nondestructive methods
Zhang Y. L.,
Guo W. Z.,
Li X. P.,
Luo F.,
Mo J. B., Feng S. C.
Acta Physiologiae Plantarum. 2018 40(5).
Thermal imaging at plant level to assess the crop-water status in almond trees (cv. Guara) under deficit irrigation strategies
García-Tejero I.F.,
Rubio A.E.,
Viñuela I.,
Hernández A,
Gutiérrez-Gordillo S,
Rodríguez-Pleguezuelo C.R., Durán-Zuazo V.H.
Agricultural Water Management. 2018 208 p.176
Sabkha Ecosystems (2019)
Biochemical, Physiological and Molecular Avenues for Combating Abiotic Stress Tolerance in Plants (2018)
Effects of irrigation regime and application of kaolin on canopy temperatures of sweet pepper and tomato
Ćosić Marija,
Stričević Ružica,
Djurović Nevenka,
Lipovac Aleksa,
Bogdan Ivan, Pavlović Miloš
Scientia Horticulturae. 2018 238 p.23
Future opportunities of proximal near infrared spectroscopy approaches to determine the variability of vineyard water status
Diago M.P.,
Bellincontro A.,
Scheidweiler M.,
Tardaguila J.,
Tittmann S., Stoll M.
Australian Journal of Grape and Wine Research. 2017 23(3). p.409
Cell to whole-plant phenotyping: the best is yet to come
Dhondt Stijn,
Wuyts Nathalie, Inzé Dirk
Trends in Plant Science. 2013 18(8). p.428
(2018)
Changes in Physiological Traits in Soybean with Breeding Advancements
Keep N.R.,
Schapaugh W.T.,
Prasad P.V.V., Boyer J.E.
Crop Science. 2016 56(1). p.122
Phenotypic Analysis of Fruit Crops Water Stress Using Infrared Thermal Imaging
Lee Ah-yeong,
Kim Sang-Yeon,
Hong Suk-Ju,
Han Yun-hyeok,
Choi Younghun,
Kim Minyoung,
Yun Seok Kyu, Kim Ghiseok
Journal of Biosystems Engineering. 2019 44(2). p.87
Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review
Sankaran Sindhuja,
Khot Lav R.,
Espinoza Carlos Zúñiga,
Jarolmasjed Sanaz,
Sathuvalli Vidyasagar R.,
Vandemark George J.,
Miklas Phillip N.,
Carter Arron H.,
Pumphrey Michael O.,
Knowles N. Richard, Pavek Mark J.
European Journal of Agronomy. 2015 70 p.112
New approaches for precise irrigation in hedgerow olive orchards
Fernández J.E.,
Cuevas M.V.,
Perez-Martin A.,
Rodriguez-Dominguez C.M.,
Hernandez‑Santana V.,
Romero R.,
García J.M.,
Montero A.,
Padilla-Díaz C.M.,
Egea G.,
Alcon F.,
Pérez Ruiz M.,
García-Tejero I.F., Diaz-Espejo A.
Acta Horticulturae. 2018 (1199). p.225
PlantOmics: The Omics of Plant Science (2015)
Smart Big Data in Digital Agriculture Applications (2024)
‘Dual‐reference’ method for high‐precision infrared measurement of leaf surface temperature under field conditions
Muller Jonathan D.,
Rotenberg Eyal,
Tatarinov Fyodor,
Vishnevetsky Irina,
Dingjan Tamir,
Kribus Abraham, Yakir Dan
New Phytologist. 2021 232(6). p.2535
Identification of quantitative trait loci associated with canopy temperature in soybean
Bazzer Sumandeep K., Purcell Larry C.
Scientific Reports. 2020 10(1).
Variation in mid-south soybean genotypes for recovery of transpiration rate and leaf maintenance following severe water-deficit stress
Purdom Sam,
Shekoofa Avat,
McClure Angela,
Pantalone Vince,
Arelli Prakash, Duncan Lori
Field Crops Research. 2022 286 p.108625
Scaling of Thermal Images at Different Spatial Resolution: The Mixed Pixel Problem
Jones Hamlyn, Sirault Xavier
Agronomy. 2014 4(3). p.380
Methodology for High-Throughput Field Phenotyping of Canopy Temperature Using Airborne Thermography
Deery David M.,
Rebetzke Greg J.,
Jimenez-Berni Jose A.,
James Richard A.,
Condon Anthony G.,
Bovill William D.,
Hutchinson Paul,
Scarrow Jamie,
Davy Robert, Furbank Robert T.
Frontiers in Plant Science. 2016 7
Precision Phenotyping in Crop Science: From Plant Traits to Gene Discovery for Climate‐Smart Agriculture
Visakh Ravindran Lalithambika,
Anand Sreekumar,
Reddy Sathanur Bhaskar,
Jha Uday Chand,
Sah Rameswar Prasad, Beena Radha
Plant Breeding. 2024
Measuring the dynamic photosynthome
Murchie Erik H,
Kefauver Shawn,
Araus Jose Luis,
Muller Onno,
Rascher Uwe,
Flood Pádraic J, Lawson Tracy
Annals of Botany. 2018 122(2). p.207
High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms
Jin Xiuliang,
Zarco-Tejada Pablo J.,
Schmidhalter Urs,
Reynolds Matthew P.,
Hawkesford Malcolm J.,
Varshney Rajeev K.,
Yang Tao,
Nie Chengwei,
Li Zhenhai,
Ming Bo,
Xiao Yonggui,
Xie Yongdun, Li Shaokun
IEEE Geoscience and Remote Sensing Magazine. 2021 9(1). p.200
Quinoa for the Brazilian Cerrado: Agronomic Characteristics of Elite Genotypes under Different Water Regimes
da Silva Patrícia Carvalho,
Ribeiro Junior Walter Quadros,
Ramos Maria Lucrecia Gerosa,
Celestino Sonia Maria Costa,
Silva Alberto do Nascimento,
Casari Raphael Augusto das Chagas Noqueli,
Santana Charles Cardoso,
de Lima Cristiane Andrea,
Williams Thomas Christopher Rhys, Vinson Christina Cleo
Plants. 2021 10(8). p.1591
Recent developments in multi-omics and breeding strategies for abiotic stress tolerance in maize (Zea mays L.)
Farooqi Muhammad Qudrat Ullah,
Nawaz Ghazala,
Wani Shabir Hussain,
Choudhary Jeet Ram,
Rana Maneet,
Sah Rameswar Prasad,
Afzal Muhammad,
Zahra Zahra,
Ganie Showkat Ahmad,
Razzaq Ali,
Reyes Vincent Pamugas,
Mahmoud Eman A.,
Elansary Hosam O.,
El-Abedin Tarek K. Zin, Siddique Kadambot H. M.
Frontiers in Plant Science. 2022 13
Non-invasive estimation of relative water content in soybean leaves using infrared thermography
Swain Sharmistha,
Rundquist Donald,
Arkebauer Timothy J.,
Narumalani Sunil, Wardlow Brian
Israel Journal of Plant Sciences. 2012 60(1). p.25
Réponse au déficit hydrique progressif chez la lentille : vers une différentiation morpho-physiologique entre des accessions sauvages (Lens orientalis), populations locales et lignées avancées (Lens culinaris)
Ben Ghoulam Said,
Zeroual Abdelmonim,
Baidani Aziz, Idrissi Omar
Botany. 2022 100(1). p.33
Determining water status of walnut orchards using the crop water stress index and canopy temperature measurements
Mao Lian,
Lu Sen,
Liu Linqi,
Li Zhipeng,
Wang Baoqing,
Pei Dong, Bai Yongchao
Plant Methods. 2025 21(1).
Thermal imaging to evaluate wheat genotypes under dryland conditions
Bhandari Mahendra,
Xue Qingwu,
Liu Shuyu,
Stewart B. A.,
Rudd Jackie C.,
Pokhrel Pramod,
Blaser Brock,
Jessup Kirk, Baker Jason
Agrosystems, Geosciences & Environment. 2021 4(2).
Ideas and perspectives: Heat stress: more than hot air
De Boeck Hans J.,
Van De Velde Helena,
De Groote Toon, Nijs Ivan
Biogeosciences. 2016 13(20). p.5821
Unmanned aerial system and satellite-based high resolution imagery for high-throughput phenotyping in dry bean
Sankaran Sindhuja,
Quirós Juan José, Miklas Phillip N.
Computers and Electronics in Agriculture. 2019 165 p.104965
High-throughput shoot imaging to study drought responses
Berger B.,
Parent B., Tester M.
Journal of Experimental Botany. 2010 61(13). p.3519
Sun/Shade Separation in Optical and Thermal UAV Images for Assessing the Impact of Agricultural Practices
Marais-Sicre Claire,
Queguiner Solen,
Bustillo Vincent,
Lesage Luka,
Barcet Hugues,
Pelle Nathalie,
Breil Nicolas, Coudert Benoit
Remote Sensing. 2024 16(8). p.1436
Estimation of vineyard water status using infrared thermometry measured at two positions of the canopy
Gutter K.,
Ortega-Farías S.,
Fuentes-Peñailillo F.,
Moreno M.,
Vega-Ibáñez R.,
Riveros-Burgos C., Albornoz J.
Acta Horticulturae. 2022 (1335). p.331
Thermal imaging and multivariate techniques for characterizing and screening wheat genotypes under water stress condition
Banerjee Koushik,
Krishnan P., Das Bappa
Ecological Indicators. 2020 119 p.106829
Chlorophyll Fluorescence, Understanding Crop Performance (2017)
Morphophysiology, morphoanatomy, and grain yield under field conditions for two maize hybrids with contrasting response to drought stress
de Souza T. Corrêa,
de Castro E. Mauro,
César Magalhães P.,
De Oliveira Lino L.,
Trindade Alves E., de Albuquerque P. Emílio Pereira
Acta Physiologiae Plantarum. 2013 35(11). p.3201
The effects of putrescine pre‐treatment on osmotic stress responses in drought‐tolerant and drought‐sensitive wheat seedlings
Doneva Dilyana,
Pál Magda,
Brankova Liliana,
Szalai Gabriella,
Tajti Judit,
Khalil Radwan,
Ivanovska Beti,
Velikova Violeta,
Misheva Svetlana,
Janda Tibor, Peeva Violeta
Physiologia Plantarum. 2021 171(2). p.200
How does plant taxonomic choice affect building wall panel cooling?
Kunasingam Powshana,
Clayden Andy, Cameron Ross
Building and Environment. 2024 256 p.111493
The Effect of a Combination of Local Moderate Heating and Illumination on the Indicators of Water Metabolism of Intact Parts of Wheat Measured by Thermal Imaging
Popova A. Yu.,
Zolin Yu. A.,
Sukhov V. S.,
Sukhova E. M., Yudina L. M.
Biophysics. 2024 69(3). p.522
Design and fabrication of an intelligent control system for determination of watering time for turfgrass plant using computer vision system and artificial neural network
Nadafzadeh Maryam, Abdanan Mehdizadeh Saman
Precision Agriculture. 2019 20(5). p.857
Temporal dynamics of maize plant growth, water use, and leaf water content using automated high throughput RGB and hyperspectral imaging
Ge Yufeng,
Bai Geng,
Stoerger Vincent, Schnable James C.
Computers and Electronics in Agriculture. 2016 127 p.625
Potential of thermal image analysis for screening salt stress-tolerant soybean (Glycine max)
Kim Jin-Won,
Lee Tae-Young,
Nah Gyoungju, Kim Do-Soon
Plant Genetic Resources. 2014 12(S1). p.S134
Suitability of the stress severity index combined with remote‐sensing data as a tool to evaluate drought resistance traits in potato
Hoelle Julia,
Asch Folkard,
Khan Awais, Bonierbale Merideth
Journal of Agronomy and Crop Science. 2024 210(1).
Computer and Computing Technologies in Agriculture VII (2014)
(2013)
Changes in thermal infrared spectra of plants caused by temperature and water stress
Buitrago Maria F.,
Groen Thomas A.,
Hecker Christoph A., Skidmore Andrew K.
ISPRS Journal of Photogrammetry and Remote Sensing. 2016 111 p.22
Genomics and Breeding for Climate-Resilient Crops (2013)
Drought - Detection and Solutions (2020)
Effect of Pisolithus tinctorious on Physiological and Hormonal Traits in Cistus Plants to Water Deficit: Relationships among Water Status, Photosynthetic Activity and Plant Quality
Lorente Beatriz,
Zugasti Inés,
Sánchez-Blanco María Jesús,
Nicolás Emilio, Ortuño María Fernanda
Plants. 2021 10(5). p.976
Improving drone-based uncalibrated estimates of wheat canopy temperature in plot experiments by accounting for confounding factors in a multi-view analysis
Treier Simon,
Herrera Juan M.,
Hund Andreas,
Kirchgessner Norbert,
Aasen Helge,
Walter Achim, Roth Lukas
ISPRS Journal of Photogrammetry and Remote Sensing. 2024 218 p.721
Dissecting Maize Productivity: Ideotypes Associated with Grain Yield under Drought Stress and Well‐watered Conditions
Cairns Jill E.,
Sanchez Ciro,
Vargas Mateo,
Ordoñez Raziel, Araus Jose Luis
Journal of Integrative Plant Biology. 2012 54(12). p.1007
Encyclopedia of Life Sciences (2021)
A 3D functional plant modelling framework for agricultural digital twins
Mitsanis Christos,
Hurst William, Tekinerdogan Bedir
Computers and Electronics in Agriculture. 2024 218 p.108733
Phenomics in Crop Plants: Trends, Options and Limitations (2015)
Multi-Omics Pipeline and Omics-Integration Approach to Decipher Plant’s Abiotic Stress Tolerance Responses
Roychowdhury Rajib,
Das Soumya Prakash,
Gupta Amber,
Parihar Parul,
Chandrasekhar Kottakota,
Sarker Umakanta,
Kumar Ajay,
Ramrao Devade Pandurang, Sudhakar Chinta
Genes. 2023 14(6). p.1281
Development of a method to assess the risk of aflatoxin contamination of corn within counties in southern Georgia, USA using remotely sensed data
Kerry R.,
Ingram B.,
Orellana M.,
Ortiz B.V., Scully B.
Smart Agricultural Technology. 2023 3 p.100124
Rapid and Efficient Estimation of Pea Resistance to the Soil-Borne Pathogen Fusarium oxysporum by Infrared Imaging
Rispail Nicolas, Rubiales Diego
Sensors. 2015 15(2). p.3988
Infrared thermography to select commercial varieties of maize in relation to drought adaptation
García-Tejero Iván Francisco,
Hernández-Cotán Almudena,
Apolo Orly Enrique,
Durán-Zuazo Víctor Hugo,
Portero Manuel Aguilar, Rubio-Casal Alfredo Emilio
Quantitative InfraRed Thermography Journal. 2017 14(1). p.54
Temperature/emissivity separation using hyperspectral thermal infrared imagery and its potential for detecting the water content of plants
Huo Hongyuan,
Li Zhao-Liang, Xing Zefeng
International Journal of Remote Sensing. 2019 40(5-6). p.1672
Estimation of instantaneous air temperature above vegetation and soil surfaces from Landsat 7 ETM+ data in northern Germany
Wloczyk Carolin,
Borg Erik,
Richter Rudolf, Miegel Konrad
International Journal of Remote Sensing. 2011 32(24). p.9119
Yield estimation in cotton using UAV-based multi-sensor imagery
Feng Aijing,
Zhou Jianfeng,
Vories Earl D.,
Sudduth Kenneth A., Zhang Meina
Biosystems Engineering. 2020 193 p.101
Thermal imaging of soybean response to drought stress: the effect of Ascophyllum nodosum seaweed extract
Martynenko Alex,
Shotton Katy,
Astatkie Tessema,
Petrash Gerry,
Fowler Christopher,
Neily Will, Critchley Alan T.
SpringerPlus. 2016 5(1).
Plant phenotyping: a perspective
Mishra Kumud B.,
Mishra Anamika,
Klem Karel, Govindjee
Indian Journal of Plant Physiology. 2016 21(4). p.514
Organic Hydromulches in Young Olive Trees in Pots: Effects on Soil and Plant Parameters
Moreno Marta M.,
González-Mora Sara,
Villena Jaime, Moreno Carmen
Agriculture. 2023 13(12). p.2211
Non-Uniform Temperature Fields and Effects of Steel Structures: Review and Outlook
Xu Wucheng,
Chen Deshen, Qian Hongliang
Applied Sciences. 2020 10(15). p.5255
Resources Use Efficiency in Agriculture (2020)
A Contribution to Soil Fertility Assessment for Arid and Semi-Arid Lands
Hag Husein Hussam,
Lucke Bernhard,
Bäumler Rupert, Sahwan Wahib
Soil Systems. 2021 5(3). p.42
Using High-Resolution Hyperspectral and Thermal Airborne Imagery to Assess Physiological Condition in the Context of Wheat Phenotyping
Gonzalez-Dugo Victoria,
Hernandez Pilar,
Solis Ignacio, Zarco-Tejada Pablo
Remote Sensing. 2015 7(10). p.13586
Advancement in Crop Improvement Techniques (2020)
Drought and Heat Stress in Agriculture (2025)
Linking thermal imaging to physiological indicators in Carica papaya L. under different watering regimes
Lima R.S.N,
García-Tejero I.,
Lopes T.S.,
Costa J.M.,
Vaz M.,
Durán-Zuazo V.H.,
Chaves M.,
Glenn D.M., Campostrini E.
Agricultural Water Management. 2016 164 p.148
Remote imagery to assess water stress variability within the orchard
Gómez-Candón David
CABI Reviews. 2020
Scenarios of Hydrometeorological Variables Based on Auxiliary Data for Water Stress Retrieval in Central Tunisia
2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) (2020)
Opportunities and pitfalls in the use of thermal sensing for monitoring water stress and transpiration
Jones H.G.
Acta Horticulturae. 2018 (1197). p.31
Segmentation of Multiple Tree Leaves Pictures with Natural Backgrounds using Deep Learning for Image-Based Agriculture Applications
Giménez-Gallego Jaime,
González-Teruel Juan D.,
Jiménez-Buendía Manuel,
Toledo-Moreo Ana B.,
Soto-Valles Fulgencio, Torres-Sánchez Roque
Applied Sciences. 2019 10(1). p.202
Significance of Phosphate Nano-Fertilizers Foliar Application: A Brief Real-Field Study of Quantitative, Physiological Parameters, and Agro-Ecological Diversity in Sunflower
Ernst Dávid,
Kolenčík Marek,
Šebesta Martin,
Ďurišová Ľuba,
Kšiňan Samuel,
Tomovičová Lenka,
Kotlárová Nikola,
Kalúzová Mária,
Černý Ivan,
Kratošová Gabriela,
Žitniak Čurná Veronika,
Ivanič Porhajašová Jana,
Babošová Mária,
Dobročka Edmund,
Qian Yu,
Swamiappan Sasikumar,
Illa Ramakanth,
Gayathri Radhakrishnan Shankara,
Sunil B. Ratna, Ducsay Ladislav
Agronomy. 2023 13(10). p.2606
Improvement of Crops in the Era of Climatic Changes (2014)
Design and assessment of new artificial reference surfaces for real time monitoring of crop water stress index in maize
Apolo-Apolo O.E.,
Martínez-Guanter J.,
Pérez-Ruiz M., Egea G.
Agricultural Water Management. 2020 240 p.106304
Defect Detection in the Winding Layer of CNG Composite-Wound Cylindersvirtue of minimal mechanism is that it allows
Lv Hui,
Shen Gongtian,
Yu Yue,
Zhu Lixiong, Zhou Rui
International Journal of Precision Engineering and Manufacturing. 2021 22(12). p.1937
High‐Throughput Field Phenotyping to Assess Irrigation Treatment Effects in Quinoa
Sankaran Sindhuja,
Espinoza Carlos Zúñiga,
Hinojosa Leonardo,
Ma Xiaodan, Murphy Kevin
Agrosystems, Geosciences & Environment. 2019 2(1). p.1
