Phenotypic Analysis of Fruit Crops Water Stress Using Infrared Thermal Imaging

This study sought to develop and evaluate infrared thermal imaging technology capable of analyzing the water status of crops in a noncontact and nondestructive manner. An infrared thermal imaging device was employed to obtain thermal images from crops. Additionally, to obtain accurate leaf temperatures, we implemented an infrared thermal imaging process capable of precisely extracting the leaf temperature from a peach tree. Furthermore, leaf temperatures were corrected with regard to experimentally obtained leaf emissivity of the peach tree. Leaf temperature and environmental information were then utilized for the analysis of crop water stress index (CWSI). The CWSI was used to compare and evaluate the water stress levels among four different types of peach trees in soils that were subjected to different irrigation conditions. Leaf temperature and environmental information are utilized in the analysis of CWSI, which successfully indicates the quantitative water status of the subject trees. For the crop subjected to the highest water stress (− 80 kPa), CWSI reached a value of 0.76 before irrigation. After irrigation in the morning of the fourth day, CWSI is notably lower; however, it increases the next day when water stress resumes. For crops exposed to lower water stress (control and − 30 kPa), the CWSI values drop immediately to almost zero upon irrigation; however, their CWSI values also resume increasing on the fifth day. We demonstrate that crop water stress, which happens under conditions of water deficiency, causes an increase in leaf temperature that can be detected via the proposed thermal imaging technique. These results show that time-resolved thermal images of leaf temperatures are meaningfully related to the physiological characteristics of crops that are exposed to water deficits.

[1]  S. Idso,et al.  Normalizing the stress-degree-day parameter for environmental variability☆ , 1981 .

[2]  D. M. Klaus,et al.  The assessment of leaf water content using leaf reflectance ratios in the visible, near‐, and short‐wave‐infrared , 2008 .

[3]  Recent Advancement and Development on Infrared thermography Technique , 2011 .

[4]  Michael F. Dowgert THE IMPACT OF IRRIGATED AGRICULTURE ON A STABLE FOOD SUPPLY , 2010 .

[5]  In-Bok Lee,et al.  Analysis of Research Trend and Core TechnologiesBased on ICT to Materialize Smart-farm , 2016 .

[6]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[7]  H. Jones,et al.  Exploring thermal imaging variables for the detection of stress responses in grapevine under different irrigation regimes. , 2006, Journal of experimental botany.

[8]  Chandra A. Madramootoo,et al.  Recent advances in crop water stress detection , 2017, Comput. Electron. Agric..

[9]  Yoshio Inoue,et al.  Remote estimation of leaf transpiration rate and stomatal resistance based on infrared thermometry , 1990 .

[10]  Maria Manuela Chaves,et al.  Optimizing thermal imaging as a technique for detecting stomatal closure induced by drought stress under greenhouse conditions , 2006 .

[11]  M. A. Jiménez-Bello,et al.  Usefulness of thermography for plant water stress detection in citrus and persimmon trees , 2013 .

[12]  Development of Drought Stress Measurement Method for Red Pepper Leaves using Hyperspectral Short Wave Infrared Imaging Technique , 2014 .

[13]  William P. Kustas,et al.  A reexamination of the crop water stress index , 1988, Irrigation Science.

[14]  D. Jayas,et al.  Applications of Thermal Imaging in Agriculture and Food Industry—A Review , 2011 .

[15]  Saleh Taghvaeian,et al.  Infrared Thermometry to Estimate Crop Water Stress Index and Water Use of Irrigated Maize in Northeastern Colorado , 2012, Remote. Sens..

[16]  Phenotyping of Low-Temperature Stressed Pepper Seedlings Using Infrared Thermography , 2017 .

[17]  Chiachung Chen,et al.  Determining the Leaf Emissivity of Three Crops by Infrared Thermometry , 2015, Sensors.

[18]  N. Baker Chlorophyll fluorescence: a probe of photosynthesis in vivo. , 2008, Annual review of plant biology.

[19]  Yongdeng Lei,et al.  How rural land use management facilitates drought risk adaptation in a changing climate - A case study in arid northern China. , 2016, The Science of the total environment.

[20]  H. Jones,et al.  Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field. , 2009, Functional plant biology : FPB.