SlideShare a Scribd company logo
1 of 1
Download to read offline
MONITORIZATION OF PLANT LIGHT/DARK CYCLES USING AIR-COUPLED
ULTRASONIC SPECTROSCOPY
US-BIOMAT, Ultrasonic and Sensors Tech. Dept. ITEFI, CSIC, Serrano 144, 28006, Madrid, Spain
*Unidad de Recursos Forestales. CITA, Gobierno de Aragón. Zaragoza, Spain
• Air-coupled and wide band ultrasonic technique is able to detect, in a non-destructive, non-invasive, non-contact and fast way, variations in the leaves thickness
resonances produced by changes in the plant that are originated by the plant response to environmental stimuli. Effective parameters like C33, density, ultrasonic
velocity, and attenuation are obtained from magnitude and phase spectra measurements of the first thickness resonance by solving the inverse problem.
• Decrease in light intensity (up to 93%) produces an increase in the leaf thickness resonant frequency (between 8-12%) as consequence of mechanical activity triggered in
plant leaves to reestablish water equilibrium what is highly dependent of the specie and its environmental development.
• Watering plants after a period of forced draught produces an increase in the thickness resonant frequency (between 5-30%) in variable time spans (10 – 400 minutes) as
result of activity, structure and arrangement of water transport channels between soil and the leaves.
A method is presented for monitoring light/dark plant cycles based on the excitation and sensing of thickness resonances on the leaves,
where the frequency-transmittance output curves show a clearly inverse relationship with the light intensity the plant receives. This is
due to the variations induced in the plant activity (evapotranspiration) as response to variations in the light intensity. As a proof of
concept, the technique has been applied to different plant types (monocots/dicots and deciduous/evergreen), different species, and
genetically identical plants of the same species but grown under different environmental conditions.
 Wideband & Air-Coupled
Ultrasounds
 Through Transmission
 Thickness resonances excitation
 Spectral analysis (phase and
magnitude)
 Data logger FieldLogger FL NOVUS
 Pulser/Reciever 5077PR Olympus
 Oscilloscope TDS5054 Tektronix
 Irrometer Watermark 200SS-V
 Photosynthetic Photon Flux SQ-
200-5, Apogee Instruments
𝒇
𝑴
𝒓𝒆𝒔
(kHz)
[± 15%]
Velocity
(m/s)
[± 5%]
∝ 𝟎/𝒇
𝑴
𝒓𝒆𝒔
(Np/m/kHz)
[± 7%]
Density
(kg/𝒎 𝟑
)
[± 5%]
Thickness
(µm)
[±15 %]
𝑪 𝟑𝟑
(MPa)
[±7 %]
Epipremnum aureum (I) 245 165 3.5 860 330 23
Epipremnum aureum (II) 260 200 2.3 915 390 37
Hibiscus rosa-sinesis 275 210 2.8 930 380 40
Dracaena marginata 645 320 1.7 890 250 92
Vitis vinifera 540 215 4.1 760 190 35
md.farinas@csic.es t.gomez@csic.es
EXPERIMENTAL RESULTS I
PLANT MATERIALEXPERIMENTAL SET-UP
0 20 40 60 80 100 120
-7
-6
-5
-4
-3
-2
-1
0
(fres
-f
M
res
)/f
M
res
(%)
Epipremnum aureum
Time (min)
f
M
res
= 202-266 kHz
0 50 100 150 200 250 300 350 400 450
-6
-5
-4
-3
-2
-1
0
(fres
-f
M
res
)/f
M
res
(%)
f
M
res
= 630-680 kHz
Dracaena marginata
Time (min)
0 10 20 30 40 50 60 70
-30
-20
-10
0
f
M
res
= 190 -335 kHz
(fres
-f
M
res
)/f
M
res
(%)
Hibiscus rosa-sinensis
Time (min)
0 20 40 60 80
-10
-9
-8
-7
-6
-5
-4
-3
-2
-1
0
1
(fres
-f
M
res
)/f
M
res
(%)
Vitis vinifera
Time (min)
f
M
res
= 540-560 kHz
Relative variation in the thickness resonant
frequency with the time after the plant is
watered (at time = 0).
Leaves After a Sudden Irrigation
Following a Force Drought Period
Evolution of the thickness resonant frequency of a Epipremnum aureum (I) leaf
during 4 days, Epipremnum aureum (II) during 4 days, and Dracaena marginata
during 3.5 days. PPF and ambient temperature measurements are also shown.
Evolution of the thickness resonant frequency of a
Hibiscus rosa-sinesis leaf during 3 days and Vitis
vinifera during 3.5 days. PPF and ambient
temperature measurements are also shown.
Monocotyledon Leaves Activity Variation Along the Daytime
Cycle
Dicotyledon Leaves Activity Variation Along
the Daytime Cycle
EXPERIMENTAL RESULTS II APPLICATIONS
Summary of the averaged leaf ultrasonic properties and their standard variation in each case found
by resolving inverse problem with one-layer model.
Hibiscus
rosa-sinesis
Vitis
vinifera
Dracaena
Marginata
a) Epipremnum aureum I:
grown without direct sunlight
b) Epipremnum aureum II:
grown under direct sunlight
 Agricultural industry
Water and irrigation optimization.
Monitor of plant development (biomass production).
Precise plant monitoring under special conditions:
Greenhouses
Extra terrestrial plant (crop/vegetables) production.
 Scientific tool
Study water relations in plants
Monitoring and test of the efficienty of fertirrigation systems
Precise monitoring of the response of genetically modified plants.
M.D. Fariñas, D. Sancho-Knapik*, J.J. Peguero-Pina*, E. Gil-Pelegrín*, T. E. Gómez Álvarez-Arenas

More Related Content

Similar to 43rd UIA - Monitoring of Plant Light/Dark Cycles using Air-Coupled Ultrasonic Spectroscopy

Adverse influence of radio frequency background on trembling aspen seedlings ...
Adverse influence of radio frequency background on trembling aspen seedlings ...Adverse influence of radio frequency background on trembling aspen seedlings ...
Adverse influence of radio frequency background on trembling aspen seedlings ...growfasthelix
 
A Mobile NMR Lab For Leaf Phenotyping In The Field
A Mobile NMR Lab For Leaf Phenotyping In The FieldA Mobile NMR Lab For Leaf Phenotyping In The Field
A Mobile NMR Lab For Leaf Phenotyping In The FieldSherri Cost
 
Assessing stress by using remote sensing
Assessing stress by using remote sensingAssessing stress by using remote sensing
Assessing stress by using remote sensingChongtham Allaylay Devi
 
High throughput phenotyping
High throughput phenotypingHigh throughput phenotyping
High throughput phenotypingAshish Tiwari
 
Application of Plasma in Food and Agriculture
Application of Plasma in Food and AgricultureApplication of Plasma in Food and Agriculture
Application of Plasma in Food and AgricultureSITHUHan3
 
Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...
Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...
Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...iosrjce
 
V5 i4 ijertv5is041057
V5 i4 ijertv5is041057V5 i4 ijertv5is041057
V5 i4 ijertv5is041057Samuel Habtai
 
ultrasound assisted drying of fruits and vegetables
ultrasound assisted drying of fruits and vegetablesultrasound assisted drying of fruits and vegetables
ultrasound assisted drying of fruits and vegetablesharikrishnan773
 
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...Hari Hariharasudhan
 
PS_Progressive drought stress analysis_2014.pdf
PS_Progressive drought stress analysis_2014.pdfPS_Progressive drought stress analysis_2014.pdf
PS_Progressive drought stress analysis_2014.pdftachet
 
Advances in Instrumentation for Micrometeorological Studies
Advances in Instrumentation for Micrometeorological StudiesAdvances in Instrumentation for Micrometeorological Studies
Advances in Instrumentation for Micrometeorological StudiesAbhilash Singh Chauhan
 
Agro physiological characteristics of qpm genotypes as influenced by irrigati...
Agro physiological characteristics of qpm genotypes as influenced by irrigati...Agro physiological characteristics of qpm genotypes as influenced by irrigati...
Agro physiological characteristics of qpm genotypes as influenced by irrigati...Alexander Decker
 
Therapeutic Ultrasound SRS
Therapeutic Ultrasound SRSTherapeutic Ultrasound SRS
Therapeutic Ultrasound SRSSreeraj S R
 

Similar to 43rd UIA - Monitoring of Plant Light/Dark Cycles using Air-Coupled Ultrasonic Spectroscopy (20)

D039029030
D039029030D039029030
D039029030
 
Adverse influence of radio frequency background on trembling aspen seedlings ...
Adverse influence of radio frequency background on trembling aspen seedlings ...Adverse influence of radio frequency background on trembling aspen seedlings ...
Adverse influence of radio frequency background on trembling aspen seedlings ...
 
A Mobile NMR Lab For Leaf Phenotyping In The Field
A Mobile NMR Lab For Leaf Phenotyping In The FieldA Mobile NMR Lab For Leaf Phenotyping In The Field
A Mobile NMR Lab For Leaf Phenotyping In The Field
 
Assessing stress by using remote sensing
Assessing stress by using remote sensingAssessing stress by using remote sensing
Assessing stress by using remote sensing
 
High throughput phenotyping
High throughput phenotypingHigh throughput phenotyping
High throughput phenotyping
 
O41038993
O41038993O41038993
O41038993
 
Application of Plasma in Food and Agriculture
Application of Plasma in Food and AgricultureApplication of Plasma in Food and Agriculture
Application of Plasma in Food and Agriculture
 
Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...
Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...
Ultrasonic Study on Coconut Water and Sugar Solution Before and After Laser E...
 
V5 i4 ijertv5is041057
V5 i4 ijertv5is041057V5 i4 ijertv5is041057
V5 i4 ijertv5is041057
 
ultrasound assisted drying of fruits and vegetables
ultrasound assisted drying of fruits and vegetablesultrasound assisted drying of fruits and vegetables
ultrasound assisted drying of fruits and vegetables
 
Project report 9_1
Project report 9_1Project report 9_1
Project report 9_1
 
H046034353
H046034353H046034353
H046034353
 
Mapesa Nestory notes 1
Mapesa Nestory notes 1Mapesa Nestory notes 1
Mapesa Nestory notes 1
 
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
Application of spectral remote sensing in agronomic decision by Dr.V.Harihara...
 
PS_Progressive drought stress analysis_2014.pdf
PS_Progressive drought stress analysis_2014.pdfPS_Progressive drought stress analysis_2014.pdf
PS_Progressive drought stress analysis_2014.pdf
 
Advances in Instrumentation for Micrometeorological Studies
Advances in Instrumentation for Micrometeorological StudiesAdvances in Instrumentation for Micrometeorological Studies
Advances in Instrumentation for Micrometeorological Studies
 
40120140504008
4012014050400840120140504008
40120140504008
 
40120140504008
4012014050400840120140504008
40120140504008
 
Agro physiological characteristics of qpm genotypes as influenced by irrigati...
Agro physiological characteristics of qpm genotypes as influenced by irrigati...Agro physiological characteristics of qpm genotypes as influenced by irrigati...
Agro physiological characteristics of qpm genotypes as influenced by irrigati...
 
Therapeutic Ultrasound SRS
Therapeutic Ultrasound SRSTherapeutic Ultrasound SRS
Therapeutic Ultrasound SRS
 

Recently uploaded

Raman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral Analysis
Raman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral AnalysisRaman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral Analysis
Raman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral AnalysisDiwakar Mishra
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bSérgio Sacani
 
GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxAleenaTreesaSaji
 
Cultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptxCultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptxpradhanghanshyam7136
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )aarthirajkumar25
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxkessiyaTpeter
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real timeSatoshi NAKAHIRA
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Patrick Diehl
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​kaibalyasahoo82800
 
Caco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorptionCaco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorptionPriyansha Singh
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...jana861314
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsAArockiyaNisha
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfmuntazimhurra
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Sérgio Sacani
 
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRStunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRDelhi Call girls
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhousejana861314
 
Presentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxPresentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxgindu3009
 
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...anilsa9823
 

Recently uploaded (20)

CELL -Structural and Functional unit of life.pdf
CELL -Structural and Functional unit of life.pdfCELL -Structural and Functional unit of life.pdf
CELL -Structural and Functional unit of life.pdf
 
Raman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral Analysis
Raman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral AnalysisRaman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral Analysis
Raman spectroscopy.pptx M Pharm, M Sc, Advanced Spectral Analysis
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
 
GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptx
 
Cultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptxCultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptx
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real time
 
The Philosophy of Science
The Philosophy of ScienceThe Philosophy of Science
The Philosophy of Science
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​
 
Caco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorptionCaco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorption
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based Nanomaterials
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdf
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
 
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRStunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhouse
 
Presentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxPresentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptx
 
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
 

43rd UIA - Monitoring of Plant Light/Dark Cycles using Air-Coupled Ultrasonic Spectroscopy

  • 1. MONITORIZATION OF PLANT LIGHT/DARK CYCLES USING AIR-COUPLED ULTRASONIC SPECTROSCOPY US-BIOMAT, Ultrasonic and Sensors Tech. Dept. ITEFI, CSIC, Serrano 144, 28006, Madrid, Spain *Unidad de Recursos Forestales. CITA, Gobierno de Aragón. Zaragoza, Spain • Air-coupled and wide band ultrasonic technique is able to detect, in a non-destructive, non-invasive, non-contact and fast way, variations in the leaves thickness resonances produced by changes in the plant that are originated by the plant response to environmental stimuli. Effective parameters like C33, density, ultrasonic velocity, and attenuation are obtained from magnitude and phase spectra measurements of the first thickness resonance by solving the inverse problem. • Decrease in light intensity (up to 93%) produces an increase in the leaf thickness resonant frequency (between 8-12%) as consequence of mechanical activity triggered in plant leaves to reestablish water equilibrium what is highly dependent of the specie and its environmental development. • Watering plants after a period of forced draught produces an increase in the thickness resonant frequency (between 5-30%) in variable time spans (10 – 400 minutes) as result of activity, structure and arrangement of water transport channels between soil and the leaves. A method is presented for monitoring light/dark plant cycles based on the excitation and sensing of thickness resonances on the leaves, where the frequency-transmittance output curves show a clearly inverse relationship with the light intensity the plant receives. This is due to the variations induced in the plant activity (evapotranspiration) as response to variations in the light intensity. As a proof of concept, the technique has been applied to different plant types (monocots/dicots and deciduous/evergreen), different species, and genetically identical plants of the same species but grown under different environmental conditions.  Wideband & Air-Coupled Ultrasounds  Through Transmission  Thickness resonances excitation  Spectral analysis (phase and magnitude)  Data logger FieldLogger FL NOVUS  Pulser/Reciever 5077PR Olympus  Oscilloscope TDS5054 Tektronix  Irrometer Watermark 200SS-V  Photosynthetic Photon Flux SQ- 200-5, Apogee Instruments 𝒇 𝑴 𝒓𝒆𝒔 (kHz) [± 15%] Velocity (m/s) [± 5%] ∝ 𝟎/𝒇 𝑴 𝒓𝒆𝒔 (Np/m/kHz) [± 7%] Density (kg/𝒎 𝟑 ) [± 5%] Thickness (µm) [±15 %] 𝑪 𝟑𝟑 (MPa) [±7 %] Epipremnum aureum (I) 245 165 3.5 860 330 23 Epipremnum aureum (II) 260 200 2.3 915 390 37 Hibiscus rosa-sinesis 275 210 2.8 930 380 40 Dracaena marginata 645 320 1.7 890 250 92 Vitis vinifera 540 215 4.1 760 190 35 md.farinas@csic.es t.gomez@csic.es EXPERIMENTAL RESULTS I PLANT MATERIALEXPERIMENTAL SET-UP 0 20 40 60 80 100 120 -7 -6 -5 -4 -3 -2 -1 0 (fres -f M res )/f M res (%) Epipremnum aureum Time (min) f M res = 202-266 kHz 0 50 100 150 200 250 300 350 400 450 -6 -5 -4 -3 -2 -1 0 (fres -f M res )/f M res (%) f M res = 630-680 kHz Dracaena marginata Time (min) 0 10 20 30 40 50 60 70 -30 -20 -10 0 f M res = 190 -335 kHz (fres -f M res )/f M res (%) Hibiscus rosa-sinensis Time (min) 0 20 40 60 80 -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 1 (fres -f M res )/f M res (%) Vitis vinifera Time (min) f M res = 540-560 kHz Relative variation in the thickness resonant frequency with the time after the plant is watered (at time = 0). Leaves After a Sudden Irrigation Following a Force Drought Period Evolution of the thickness resonant frequency of a Epipremnum aureum (I) leaf during 4 days, Epipremnum aureum (II) during 4 days, and Dracaena marginata during 3.5 days. PPF and ambient temperature measurements are also shown. Evolution of the thickness resonant frequency of a Hibiscus rosa-sinesis leaf during 3 days and Vitis vinifera during 3.5 days. PPF and ambient temperature measurements are also shown. Monocotyledon Leaves Activity Variation Along the Daytime Cycle Dicotyledon Leaves Activity Variation Along the Daytime Cycle EXPERIMENTAL RESULTS II APPLICATIONS Summary of the averaged leaf ultrasonic properties and their standard variation in each case found by resolving inverse problem with one-layer model. Hibiscus rosa-sinesis Vitis vinifera Dracaena Marginata a) Epipremnum aureum I: grown without direct sunlight b) Epipremnum aureum II: grown under direct sunlight  Agricultural industry Water and irrigation optimization. Monitor of plant development (biomass production). Precise plant monitoring under special conditions: Greenhouses Extra terrestrial plant (crop/vegetables) production.  Scientific tool Study water relations in plants Monitoring and test of the efficienty of fertirrigation systems Precise monitoring of the response of genetically modified plants. M.D. Fariñas, D. Sancho-Knapik*, J.J. Peguero-Pina*, E. Gil-Pelegrín*, T. E. Gómez Álvarez-Arenas