Plant-monitor
A system for monitoring plants, the system comprising: one or more sound collectors configured to receive and generate signals based on sounds that plants make; and a computer system configured to receive and process the signals to provide a profile of a plant producing the sounds.
1 . A system for monitoring stemmed plants, the system comprising:
one or more sound collectors configured to receive airborne sounds produced by and propagated from one or more stemmed plants to the sound collectors over the air and generate signals based on the sounds; and
a computer system configured to receive and process the signals to provide a profile of the one or more stemmed plants producing the sounds.
2 . The system according to claim 1 wherein the plant profile comprises at least one or both of a plant identity and a plant status of the one or more stemmed plants.
3 . The system according to claim 2 wherein the plant status comprises at least one or any combination of more than one of a state of hydration, structural integrity, plant maturity, density of foliage, level of pathogen infection, herbivore damage, and/or density of fruit.
4 . The system according to claim 1 wherein the computer system is configured to generate at least one feature vector having components to represent the sounds.
5 . The system according to claim 4 wherein the components of a feature vector of the at least one feature vector comprises at least one or any combination of more than one of a fundamental frequency, a max intensity, a mean intensity, a variance of intensity, a duration of the sounds, a frequency or count of incidence of the sounds, a variance of intervals between sounds, and an inter-quartile range of sound duration.
6 . The system according to claim 4 wherein the components of a feature vector of the at least one feature vector comprise one or more features generated by an algorithm that reduces dimensionality of a signal that operates on the sounds.
7 . The system according to claim 4 wherein the computer system is configured to process the at least one feature vector using at least one classifier to profile the one or more stemmed plants producing the sounds.
8 . The system according to claim 1 wherein an ANN (artificial neural network) is used as a feature extractor that filters out non-plant-generated sounds from the recorded signal.
9 . The system according to claim 1 wherein the one or more sound collectors comprises an array of sound collectors.
10 . The system according to claim 9 wherein the computer system is configured to operate the array of sound collectors as a phased array to receive plant sounds from a limited spatial region.
11 . The system according to claim 10 wherein the computer system is configured to operate the array of sound collectors as an array of speakers and the computer system is configured to operate the array of speakers as a phased array of speakers to direct sound to the limited spatial region responsive to the profile of the one or more stemmed plants within the limited spatial region.
12 . The system according to claim 1 wherein the computer system is configured to initiate administration of an agricultural treatment to the one or more stemmed plants responsive to the plant profile of the one or more stemmed plants.
13 . The system according to claim 12 , wherein the agricultural treatment is selected from the group consisting of water, a pesticide, an herbicide or a fertilizer.
14 . The system according to claim 1 wherein a sound collector of the one or more sound collectors is mounted to a mobile platform.
15 . The system according to claim 14 , wherein the mobile platform is a ground-based vehicle or an aerial vehicle.
16 . The system according to claim 1 , wherein the signal is generated responsive to sounds within a frequency range from about 20 kHz to about 100 kHz.
17 . A method for monitoring stemmed plants, the method comprising:
receiving airborne sounds produced and propagated over the air by one or more stemmed plants;
generating signals based on the sounds; and
processing the signals to provide a profile of one or more stemmed plants producing the sounds.
18 . The method according to claim 17 wherein the plant profile comprises at least one or both of a plant identity and a plant status.
19 . The method according to claim 18 wherein the plant status comprises at least one or any combination of more than one of a state of hydration, structural integrity, plant maturity, density of foliage, level of pathogen infection, herbivore damage, and/or density of fruit.
20 . The method according to claim 17 , comprising initiating administration of an agricultural treatment to the one or more stemmed plants responsive to the plant profile.