Exploring the Potential of Proximal Remote Sensing in Plant Stress Phenotyping: A Comprehensive Review

References (140)

1. 1 NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space [DOI]
2. 2 Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages [DOI]
3. 3 Climate Change Impacts on Global Food Security [DOI]
4. 4 A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency [DOI]
5. 5 Field high-throughput phenotyping: the new crop breeding frontier [DOI]
6. 6 Physiological Plant Ecology: Ecophysiology and Stress Physiology of Functional Groups
7. 7 A Review of Imaging Techniques for Plant Phenotyping [DOI]
8. 8 Molecular Mechanism of Heavy Metal Toxicity and Tolerance in Plants: Central Role of Glutathione in Detoxification of Reactive Oxygen Species and Methylglyoxal and in Heavy Metal Chelation [DOI]
9. 9 Multiple stress factors and the emission of plant VOCs [DOI]
10. 10 Primary Metabolism and Plant Defense—Fuel for the Fire [DOI]
11. 11 Vegetation Stress: an Introduction to the Stress Concept in Plants [DOI]
12. 12 Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop improvement [DOI]
13. 13 Phenotyping for drought tolerance of crops in the genomics era [DOI]
14. 14 What is stress? Concepts, definitions and applications in seed science [DOI]
15. 15 Quantifying the three main components of salinity tolerance in cereals [DOI]
16. 16 Dissecting the Phenotypic Components of Crop Plant Growth and Drought Responses Based on High-Throughput Image Analysis [DOI]
17. 17 Proximal Remote Sensing Buggies and Potential Applications for Field-Based Phenotyping [DOI]
18. 18 Imaging techniques and the early detection of plant stress [DOI]
19. 19 Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard [DOI]
20. 20 Detection of early plant stress responses in hyperspectral images [DOI]
21. 21 Advanced phenotyping and phenotype data analysis for the study of plant growth and development [DOI]
22. 22 BreedVision — A Multi-Sensor Platform for Non-Destructive Field-Based Phenotyping in Plant Breeding [DOI]
23. 23 Reflectance assessment of mite effects on apple trees [DOI]
24. 24 3D reconstruction and quantification of macropores using X-ray computed tomography and image analysis [DOI]
25. 25 Automated phenotyping of plant shoots using imaging methods for analysis of plant stress responses – a review [DOI]
26. 26 Applications of Thermal Imaging in Agriculture—A Review [DOI]
27. 27 Abscisic acid dynamics in roots detected with genetically encoded FRET sensors [DOI]
28. 28 A novel mesh processing based technique for 3D plant analysis [DOI]
29. 29 Infrared thermal sensing of plant canopies as a screening technique for dehydration avoidance in wheat [DOI]
30. 30 Three-dimensional analysis of plant structure using high-resolution X-ray computed tomography [DOI]
31. 31 Identification of Peanut Genotypes with Improved Drought Avoidance Traits1 [DOI]
32. 32 Regulating the Drought-responsive Element (DRE)-mediated Signaling Pathway by Synergic Functions of Trans-active and Trans-inactive DRE Binding Factors in Brassica napus [DOI]
33. 33 Review of commonly used remote sensing and ground-based technologies to measure plant water stress [DOI]
34. 34 Estimating vertical plant area density profile and growth parameters of a wheat canopy at different growth stages using three-dimensional portable lidar imaging [DOI]
35. 35 Infrared Thermal Imaging as a Rapid Tool for Identifying Water‐Stress Tolerant Maize Genotypes of Different Phenology [DOI]
36. 36 Use of thermography for high throughput phenotyping of tropical maize adaptation in water stress [DOI]
37. 37 Comparing the performance of active and passive reflectance sensors to assess the normalized relative canopy temperature and grain yield of drought-stressed barley cultivars [DOI]
38. 38 Genome-wide association analysis detecting significant single nucleotide polymorphisms for chlorophyll and chlorophyll fluorescence parameters in soybean (Glycine max) landraces [DOI]
39. 39 Assimilation images of leaves of Glechoma hederacea: Analysis of non-synchronous stomata related oscillations [DOI]
40. 40 Relationship between tree row LIDAR-volume and leaf area density for fruit orchards and vineyards obtained with a LIDAR 3D Dynamic Measurement System [DOI]
41. 41 Grain yield losses in yellow-rusted durum wheat estimated using digital and conventional parameters under field conditions [DOI]
42. 42 Characterization and Quantitation of Anthocyanins and Other Phenolics in Native Andean Potatoes [DOI]
43. 43 Early season remote sensing of wheat nitrogen status using a green scanning laser [DOI]
44. 44 Rapid Mapping of the Leaf Area Index in Agricultural Crops [DOI]
45. 45 Water‐saving approaches for improving wheat production [DOI]
46. 46 3D monitoring spatio–temporal effects of herbicide on a whole plant using combined range and chlorophyll a fluorescence imaging [DOI]
47. 47 Responses of higher plants to abiotic stresses and agricultural sustainable development [DOI]
48. 48 Analysis of nickel concentration profiles around the roots of the hyperaccumulator plant Berkheya coddii using MRI and numerical simulations [DOI]
49. 49 Transitions in Photosynthetic Parameters of Midvein and Interveinal Regions of Leaves and Their Importance During Leaf Growth and Development [DOI]
50. 50 Analytical model for long-distance tracer-transport in plants [DOI]
51. 51 Chlorophyll Fluorescence: A Probe of Photosynthesis In Vivo [DOI]
52. 52 Heat tolerance in plants: An overview [DOI]
53. 53 Plant responses to drought, salinity and extreme temperatures: towards genetic engineering for stress tolerance [DOI]
54. 54 Abiotic stress, the field environment and stress combination [DOI]
55. 55 Crop Production under Drought and Heat Stress: Plant Responses and Management Options [DOI]
56. 56 The interaction of plant biotic and abiotic stresses: from genes to the field [DOI]
57. 57 Effects of abiotic stress on plants: a systems biology perspective [DOI]
58. 58 Complexity of the heat stress response in plants [DOI]
59. 59 Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs [DOI]
60. 60 Leaf optical properties in higher plants: linking spectral characteristics to stress and chlorophyll concentration [DOI]
61. 61 Field-based phenomics for plant genetics research [DOI]
62. 62 Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field [DOI]
63. 63 Independent and Combined Effects of High Temperature and Drought Stress During Grain Filling on Plant Yield and Chloroplast EF-Tu Expression in Spring Wheat [DOI]
64. 64 Food security: The challenge of the present [DOI]
65. 65 Estimating near‐infrared leaf reflectance from leaf structural characteristics [DOI]
66. 66 New phenotyping methods for screening wheat and barley for beneficial responses to water deficit [DOI]
67. 67 Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring [DOI]
68. 68 Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective [DOI]
69. 69 MRI of long‐distance water transport: a comparison of the phloem and xylem flow characteristics and dynamics in poplar, castor bean, tomato and tobacco [DOI]
70. 70 A Direct Comparison of Remote Sensing Approaches for High-Throughput Phenotyping in Plant Breeding [DOI]
71. 71 Temporal dynamics of maize plant growth, water use, and leaf water content using automated high throughput RGB and hyperspectral imaging [DOI]
72. 72 Hyperspectral Imaging for Presymptomatic Detection of Tobacco Disease with Successive Projections Algorithm and Machine-learning Classifiers [DOI]
73. 73 Analysis of Big Data technologies for use in agro-environmental science [DOI]
74. 74 Seeing is believing: imaging techniques to monitor plant health [DOI]
75. 75 Identifying multiple plant diseases using digital image processing [DOI]
76. 76 Visible-near infrared spectroscopy for detection of Huanglongbing in citrus orchards [DOI]
77. 77 Multispectral fluorescence and reflectance imaging at the leaf level and its possible applications [DOI]
78. 78 Data fusion of spectral, thermal and canopy height parameters for improved yield prediction of drought stressed spring barley [DOI]
79. 79 Indirect effects of insect herbivory on leaf gas exchange in soybean [DOI]
80. 80 Plant Disease Detection Using Hyperspectral Imaging [DOI]
81. 81 Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks [DOI]
82. 82 Detection and Identification of Plant Pathogens on Maize Kernels with a Hand-Held Raman Spectrometer [DOI]
83. 83 Remote sensing of plant-water relations: An overview and future perspectives [DOI]
84. 84 Estimation of vegetation indices for high-throughput phenotyping of wheat using aerial imaging [DOI]
85. 85 Biotic and Abiotic Stress Signaling in Plants [DOI]
86. 86 Wheat phenology and yield under drought: A review [DOI]
87. 87 Changing the way we think about global change research: scaling up in experimental ecosystem science [DOI]
88. 88 Dynamics of patchy stomatal movements, and their contribution to steady‐state and oscillating stomatal conductance calculated using gas‐exchange techniques [DOI]
89. 89 Spectral assessment of drought tolerance indices and grain yield in advanced spring wheat lines grown under full and limited water irrigation [DOI]
90. 90 Chlorophyll fluorescence imaging for disease-resistance screening of sugar beet [DOI]
91. 91 Stress, strain, signaling, and adaptation – not just a matter of definition [DOI]
92. 92 A smart phone image processing application for plant disease diagnosis [DOI]
93. 93 PlantSize Offers an Affordable, Non-destructive Method to Measure Plant Size and Color in Vitro [DOI]
94. 94 Evaluation of Yield and Drought Using Active and Passive Spectral Sensing Systems at the Reproductive Stage in Wheat [DOI]
95. 95 Herbivore perception decreases photosynthetic carbon assimilation and reduces stomatal conductance by engaging 12‐oxo‐phytodienoic acid, mitogen‐activated protein kinase 4 and cytokinin perception [DOI]
96. 96 The effect of Puccinia striiformis f. sp. tritici on the levels of water-soluble carbohydrates and the photosynthetic rate in wheat leaves [DOI]
97. 97 Functional cereals for production in new and variable climates [DOI]
98. 98 Phenotyping wheat under salt stress conditions using a 3D laser scanner [DOI]
99. 99 Robustness of near infrared spectroscopy based spectral features for non-destructive bitter pit detection in honeycrisp apples [DOI]
100. 100 Phenotyping of maize genotypes under aluminum stress and its correlation with grain yield.
101. 101 Plants and Microclimate: A Quantitative Approach to Environmental Plant Physiology [DOI]
102. 102 Crop Phenomics and High-Throughput Phenotyping: Past Decades, Current Challenges, and Future Perspectives [DOI]
103. 103 Heavy metal stress and responses in plants [DOI]
104. 104 Impact of climate change on agriculture production and its sustainable solutions [DOI]
105. 105 Hyperspectral Sensors and Imaging Technologies in Phytopathology: State of the Art [DOI]
106. 106 RETRACTED ARTICLE: A review of plant leaf fungal diseases and its environment speciation [DOI]
107. 107 Effect of Abiotic Stress on Crops [DOI]
108. 108 Crop Responses to Environment [DOI]
109. 109 High-throughput analysis of leaf physiological and chemical traits with VIS–NIR–SWIR spectroscopy: a case study with a maize diversity panel [DOI]
110. 110 Past and Future of Plant Stress Detection: An Overview From Remote Sensing to Positron Emission Tomography [DOI]
111. 111 Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives [DOI]
112. 112 Investigating potato late blight physiological differences across potato cultivars with spectroscopy and machine learning [DOI]
113. 113 Comparing the performance of four macrophytes in bacterial assisted floating treatment wetlands for the removal of trace metals (Fe, Mn, Ni, Pb, and Cr) from polluted river water [DOI]
114. 114 Proximal hyperspectral sensing of abiotic stresses in plants [DOI]
115. 115 Application of infrared thermal imaging for the rapid diagnosis of crop disease [DOI]
116. 116 High throughput procedure utilising chlorophyll fluorescence imaging to phenotype dynamic photosynthesis and photoprotection in leaves under controlled gaseous conditions [DOI]
117. 117 Phenotyping viral infection in sweetpotato using a high-throughput chlorophyll fluorescence and thermal imaging platform [DOI]
118. 118 Capturing crop adaptation to abiotic stress using image-based technologies [DOI]
119. 119 UAV-Based Thermal, RGB Imaging and Gene Expression Analysis Allowed Detection of Fusarium Head Blight and Gave New Insights Into the Physiological Responses to the Disease in Durum Wheat [DOI]
120. 120 Thermal remote sensing for plant ecology from leaf to globe [DOI]
121. 121 High-Throughput Phenotyping Methods for Breeding Drought-Tolerant Crops [DOI]
122. 122 Evaluation of different water absorption bands, indices and multivariate models for water-deficit stress monitoring in rice using visible-near infrared spectroscopy [DOI]
123. 123 Stresses in Plants: Biotic and Abiotic [DOI]
124. 124 Detection and Evaluation of Environmental Stress in Winter Wheat Using Remote and Proximal Sensing Methods and Vegetation Indices—A Review [DOI]
125. 125 Plant Metabolites and Regulation under Environmental Stress [DOI]
126. 126 Assessing the Effect of Drought on Winter Wheat Growth Using Unmanned Aerial System (UAS)-Based Phenotyping [DOI]
127. 127 Association mapping identifies loci for canopy temperature under drought in diverse soybean genotypes [DOI]
128. 128 Comparison of Proximal and Remote Sensing for the Diagnosis of Crop Status in Site-Specific Crop Management [DOI]
129. 129 Recent developments and potential of robotics in plant eco-phenotyping [DOI]
130. 130 Estimation of physiological genomic estimated breeding values (PGEBV) combining full hyperspectral and marker data across environments for grain yield under combined heat and drought stress in tropical maize (Zea mays L.) [DOI]
131. 131 Implications of intra-seasonal climate variations on chlorophyll a fluorescence and biomass in winter barley breeding program [DOI]
132. 132 Leveraging genome-enabled growth models to study shoot growth responses to water deficit in rice [DOI]
133. 133 Remote Sensing of Instantaneous Drought Stress at Canopy Level Using Sun-Induced Chlorophyll Fluorescence and Canopy Reflectance [DOI]
134. 134 Positron Emission Tomography (PET) for Molecular Plant Imaging [DOI]
135. 135 Morphometric and colourimetric tools to dissect morphological diversity: an application in sweet potato [Ipomoea batatas (L.) Lam.] [DOI]
136. 136 Flooding Stress in Plants and Approaches to Overcome [DOI]
137. 137 RGB images-based vegetative index for phenotyping kenaf (Hibiscus cannabinus L.) [DOI]
138. 138 Concepts of plant biotic stress. Some insights into the stress physiology of virus-infected plants, from the perspective of photosynthesis [DOI]
139. 139 Stress Detection Using Proximal Sensing of Chlorophyll Fluorescence on the Canopy Level [DOI]
140. 140 Plant responses to radiation stress and its adaptive mechanisms [DOI]

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