Miniature sensors with probe insertable into and for obtaining measurements from plants and a variety of other mediums
10921303 ยท 2021-02-16
Assignee
Inventors
- Liang Dong (Ames, IA, US)
- Md. Azahar Ali (Ames, IA, US)
- Xinran Wang (Ames, IA, US)
- Michael Castellano (Ames, IA, US)
Cpc classification
G01N27/4145
PHYSICS
International classification
A01C1/00
HUMAN NECESSITIES
G01N33/00
PHYSICS
Abstract
Apparatus, methods, and systems for transducing measurements from a medium of interest. One non-limiting example is in planta monitoring of plants. In one aspect, a micro- or nano-scale probe body includes one or more microprobes (e.g. microneedles or waveguides) to access desired plant tissue, and one or more microsensors on the probe body. A microcircuit on or in the probe body transduces relevant measurements from the microsensor(s). An output interface allows storage, communication, or transfer of the transduced measurement for further use. Non-limiting examples are processing into estimations of chemical concentrations or the like for biochemical sensing. As such, if used as in planta sensors, they can be minimally invasive and cost effective for both single use and use in sets for plural plants with one central station.
Claims
1. A method of biochemical sensing in a medium or sample of interest comprising: a. accessing a medium or sample of interest with one or more micro-scale probes; b. transducing a property of the accessed medium or sample of interest with one or more measurements by one or more sensing elements on, in, or operatively connected to at least one of the one or more micro-scale probes, wherein at least one of the one or more sensing elements comprises an ion-selective sensor and the transducing comprises trapping and taking the one or more measurements of the ionic species of interest at the ion-selective sensor at the accessed medium or sample of interest, wherein the trapping comprises (i) presenting a nano-fibrous membrane at the ion-selective sensor, and (ii) where the membrane is configured to promote trapping of a particular ionic species of interest; and c. capturing the transduced one or more measurements, wherein the capturing comprises wirelessly obtaining electrical power from a remote source for operation of the ion-selective sensor and transmitting data related to the one or more measurements by the ion-selective sensor to a remote reader by telemetry.
2. The method of claim 1 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a single solid microneedle with one or more at least one of the one or more sensing elements on it the solid microneedle.
3. The method of claim 1 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one of the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a microneedle with a hollow interior with a microcapillary scale channel along which are at least one of the one or more sensing elements, wherein the one or more sensing elements comprise one or more micro-sized sensors.
4. The method of claim 1 wherein the medium or sample of interest is plant tissue comprising one or more of: a. a shoot; b. a root; c. a stalk; d. a leaf; e. a grain; and f. a seed.
5. The method of claim 1 wherein the wirelessly obtained electrical power allows: a. activation of the ion-selective sensor to measure electrical potential relative to at least two electrodes of the ion-selective sensor without on-board battery; b. conversion of the one or more measurements into data related to concentration of a trapped ionic species; and c. powering of data telemetry to send the data to a remote receiver for data logging and processing.
6. The method of claim 5 wherein the remote receiver is configured to derive ionic-species-specific estimates for the accessed medium or sample of interest.
7. The method of claim 4 wherein the ionic-species-specific estimates relate to at least one nutrient level in the plant tissue at each of one or more measurement times for the one or more measurements.
8. The method of claim 7 wherein the nutrient level is nitrogen level based on nitrate concentration in the plant tissue.
9. The method of claim 1 further comprising: a. placing at least one of said one or more microprobes with said one or more sensing elements in each of plural plants in a field; and b. using a central station within operable range of all said one or more sensing elements for wireless power and data telemetry.
10. The method of claim 1 wherein the medium or sample of interest comprises: a. plant tissue; b. human tissue; c. fluid; d. particulate matter; e. a cell; or f. manure.
11. The method of claim 1 wherein at least one of the one or more micro-scale probes comprises an optical waveguide and at least one of the one or more sensing elements comprises an optical detector.
12. The method of claim 1 further comprising an additional component on or near the one or more micro-scale probes.
13. The method of claim 12 wherein the additional component comprises one of: a. an antenna; and b. a temperature sensor.
14. A method of biochemical sensing in a medium or sample of interest comprising: a. accessing a medium or sample of interest with one or more micro-scale probes; b. transducing a property of the accessed medium or sample of interest with one or more measurements by one or more sensing elements on, in, or operatively connected to at least one of the one or more micro-scale probes, wherein at least one of the one or more sensing elements comprises an ion-selective sensor and the transducing comprises trapping and taking the one or more measurements of the ionic species of interest at the ion-selective sensor at the accessed medium or sample of interest; and c. capturing the transduced one or more measurements, wherein the capturing comprises wirelessly obtaining electrical power from a remote source for operation of the ion-selective sensor and transmitting data related to the one or more measurements by the ion-selective sensor to a remote reader by telemetry, wherein the wirelessly obtained electrical power allows: i. activation of the ion-selective sensor to measure electrical potential relative to at least two electrodes of the ion-selective sensor without on-board battery; ii. conversion of the measurement into data related to concentration of the trapped ionic species; and iii. powering of data telemetry to send the data to a remote receiver for data logging and processing.
15. The method of claim 14 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a single solid microneedle with at least one said sensing element on the solid microneedle.
16. The method of claim 14 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one of the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a microneedle with a hollow interior with a microcapillary scale channel along which are the one or more sensing elements, wherein the one or more sensing elements comprise one or more micro-sized sensors.
17. The method of claim 14 wherein the medium or sample of interest is plant tissue comprising one or more of: a. a shoot; b. a root; c. a stalk; d. a leaf; e. a grain; and f. a seed.
18. The method of claim 14 wherein the trapping comprises: a. presenting a membrane at the ion-selective sensor; b. where the membrane is configured to promote trapping of a particular ionic species of interest.
19. The method of claim 14 wherein the remote receiver is configured to derive ionic-species-specific estimates for the accessed medium or sample of interest.
20. The method of claim 19 wherein the medium or sample of interest is plant tissue and the ionic-species-specific estimates relate to at least one nutrient level in the plant tissue at each of one or more measurement times for the one or more measurements.
21. The method of claim 20 wherein the nutrient level is nitrogen level based on nitrate concentration in the plant tissue.
22. The method of claim 14 further comprising: a. placing at least one of said one or more microprobes with said one or more sensing elements in each of plural plants in a field; b. using a central station within operable range of all said one or more sensing elements for wireless power and data telemetry.
23. The method of claim 14 wherein the medium or sample of interest comprises: a. plant tissue; b. human tissue; c. fluid; d. particulate matter; e. a cell; or f. manure.
24. The method of claim 14 wherein at least one of the one or more micro-scale probes comprises an optical waveguide and the one or more sensing elements comprise an optical detector.
25. The method of claim 14 further comprising an additional component on or near the one or more micro-scale probes.
26. The method of claim 25 wherein the additional component comprises one of: a. an antenna; and b. a temperature sensor.
27. A method of biochemical sensing in a medium or sample of interest comprising: a. accessing a medium or sample of interest comprising plant tissue with one or more micro-scale probes by placing at least one of the one or more micro-scale probes with one or more sensing elements in the plant tissue of each of plural plants in a field; b. transducing a property of the accessed medium or sample of interest with one or more measurements by one or more sensing elements on, in, or operatively connected to at least one of the one or more micro-scale probes; and c. capturing the transduced one or more measurements using a central station within operable range of all said one or more micro-scale probes and one or more sensing elements for wireless power and data telemetry.
28. The method of claim 27 wherein: a. the transducing comprises trapping ionic species of interest at an ion-selective sensor at the accessed medium or sample of interest; b. the capturing comprises wirelessly obtaining electrical power from a remote source for operation of the ion-selective sensor and transmitting data related to the measurements by the sensor to a remote reader by telemetry.
29. The method of claim 27 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a single solid microneedle with at least one of the one or more sensing elements on the solid microneedle.
30. The method of claim 27 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one of the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a microneedle with a hollow interior with a microcapillary scale channel along which are at least one of the one or more sensing elements, wherein the one or more sensing elements comprise one or more micro-sized sensors.
31. The method of claim 27 wherein the plant tissue comprises one or more of: a. a shoot; b. a root; c. a stalk; d. a leaf; e. a grain; and f. a seed.
32. The method of claim 27 wherein the trapping comprises: a. presenting a membrane at the ion-selective sensor; b. where the membrane is configured to promote trapping of a particular ionic species of interest.
33. The method of claim 27 wherein the wirelessly obtained electrical power allows: a. activation of the ion-selective sensor to measure electrical potential relative to at least two electrodes of the ion-selective sensor without on-board battery; b. conversion of the one or more measurements into data related to concentration of a trapped ionic species; and c. powering of data telemetry to send the data to a remote receiver for data logging and processing.
34. The method of claim 33 wherein the remote receiver is configured to derive ionic-species-specific estimates for the plant tissue.
35. The method of claim 34 wherein the ionic-species-specific estimates relate to at least one nutrient level in the plant tissue at each of one or more measurement times for the one or more measurements.
36. The method of claim 35 wherein the nutrient level is nitrogen level based on nitrate concentration in the plant tissue.
37. The method of claim 27 wherein at least one of the one or more micro-scale probes comprises an optical waveguide and at least one of the one or more sensing elements comprises an optical detector.
38. The method of claim 27 further comprising an additional component on or near the one or more micro-scale probes.
39. The method of claim 38 wherein the additional component comprises one of: a. an antenna; and b. a temperature sensor.
40. A method of biochemical sensing in a medium or sample of interest comprising: a. accessing a medium or sample of interest with one or more micro-scale probes; b. transducing a property of the accessed medium or sample of interest with one or more measurements by one or more sensing elements on, in, or operatively connected to at least one of the one or more micro-scale probes, wherein at least one of the one or more micro-scale probes comprises an optical waveguide and the one or more sensing elements comprises an optical detector; and c. capturing the transduced one or more measurements.
41. The method of claim 40 wherein: a. the transducing comprises trapping ionic species of interest at an ion-selective sensor at the medium or sample of interest; b. the capturing comprises wirelessly obtaining electrical power from a remote source for operation of the ion-selective sensor and transmitting data related to the measurements by the sensor to a remote reader by telemetry.
42. The method of claim 40 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a single solid microneedle with at least one of the one or more sensing elements on the solid microneedle.
43. The method of claim 40 wherein the accessing comprises minimally invasive access to the medium or sample of interest with the one of the one or more micro-scale probes, at least one of the one or more micro-scale probes comprising a microneedle with a hollow interior with a microcapillary scale channel along which are at least one of the one or more sensing elements, wherein the one or more sensing elements comprise one or more micro-sized sensors.
44. The method of claim 40 wherein the medium or sample of interest is plant tissue comprising one or more of: a. a shoot; b. a root; c. a stalk; d. a leaf; e. a grain; and f. a seed.
45. The method of claim 40 wherein the trapping comprises: a. presenting a membrane at the ion-selective sensor; b. where the membrane is configured to promote trapping of a particular ionic species of interest.
46. The method of claim 40 wherein the wirelessly obtained electrical power allows: a. activation of the ion-selective sensor to measure electrical potential relative to at least two electrodes of the ion-selective sensor without on-board battery; b. conversion of the one or more measurements into data related to concentration of a trapped ionic species; and c. powering of data telemetry to send the data to a remote receiver for data logging and processing.
47. The method of claim 46 wherein the remote receiver is configured to derive ionic-species-specific estimates for the accessed medium or sample of interest.
48. The method of claim 47 wherein the medium or sample of interest is plant tissue and the ionic-species-specific estimates relate to at least one nutrient level in the plant tissue at each of one or more measurement times for the one or more measurements.
49. The method of claim 48 wherein the nutrient level is nitrogen level based on nitrate concentration in the plant tissue.
50. The method of claim 40 further comprising: a. placing at least one of said one or more microprobes with said one or more sensing elements in each of plural plants in a field; and b. using a central station within operable range of all said one or more sensing elements for wireless power and data telemetry.
51. The method of claim 40 wherein the medium or sample of interest comprises: a. plant tissue; b. human tissue; c. fluid; d. particulate matter; e. a cell; or f. manure.
52. The method of claim 40 further comprising an additional component on or near the one or more micro-scale probes.
53. The method of claim 52 wherein the additional component comprises one of: a. an antenna; and b. a temperature sensor.
Description
III. BRIEF DESCRIPTION OF THE DRAWINGS
(1) The appended drawings illustrate certain features of the invention, as will be further discussed below:
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IV. DETAILED DESCRIPTION OF EXEMPLARY EMBODIMENTS OF THE INVENTION
A. Overview
(29) For a better understanding of the invention and its various aspects, several examples of how it can be implemented will now be described in detail. It is to be understood that these examples are neither inclusive nor exclusive of all forms and embodiments the invention can take.
(30) For example, some examples will focus on in planta derivation of nitrogen levels in maize by using ion-selective sensors to measure nitrate concentration of the plant at or near the sensor location in the plant. It is to be understood that other ionic species can be measured in analogous ways. Likewise, other chemical compounds, constituents, or parameters can be measured in analogous ways. It is to be further understood that, as described above and discussed further below, miniature probe-based sensors according to the invention can also be applied to a variety of mediums over and above plant tissue. Non-limiting examples include soil, fluid including water 112
(31) Furthermore, aspects of the invention involve ways for minimally invasive and cost-effective monitoring. Other types of sensors are possible for either a micro-needled probe or other probe shapes or configurations, and techniques of obtaining wireless power and data telemetry for the purpose of monitoring other than ionic species in the plant. Non-limiting examples of other sensed constituents include glucose, nutrients, hormones, toxins, bio-molecules, DNA or other proteins, GMOs, to name a few. Those skilled in the art will appreciate how aspects of the invention can be applied beyond that non-inclusive list.
(32) Variations obvious to those skilled in this technical field will be included within the invention.
B. Generalized Embodiment
(33) With reference to
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(35) With such a form factor, as further described herein, one or many of these small micro-probe assemblies 10 could be placed such as on the individual plants or parts of plants, relative to individual cells, buried in soil or dropped into water, or dropped into other viscous substances such as manure. Those skilled in the art are familiar with a number of sensing techniques that can measure a variety of parameters including biochemical sensing with relatively low power usage. This allows either micronization of the sensor assembly 10 and communication with a further device to provide such power and exchange data or signals.
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(37) To illustrate the flexibility of use of assembly 10, reference can be taken to
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(39) In contrast,
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(43) Alternatively, as illustrated in
(44) An alternative reader 20B could simply be hardwired connected to sensor 10 at 19B and 29B. A further alternative reader 20C could have a port 29C mateable with a plug 19C that it is hardwired to sensor 10 for similar functionality.
(45) As can be appreciated, the wireless configuration of
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(47) Importantly, probe/sensor 10 can be used in a variety of different ways. One example is a one-time measurement. But also because of its small size and unobtrusiveness, once emplaced in a medium, it could be used to numerous measurements. They can be over relatively shorter (e.g. fractions of seconds) or relatively larger separations in time (e.g. seconds, minutes, hours, days, weeks, months). As indicated above, if left in place on a growing plant, measurements spaced-apart temporally can provide important information about how that measurement varies over time, growing conditions, and otherwise. If placed in soil, similar temporally-relevant monitoring is possible. If placed in water the same is true. Also, if the medium moves over time, and readers are available over that spatial range, additional information could be derived.
(48) Still further, even emplacement in a medium such as manure would allow an easy way to probe that substance and gather measurements. This can be, if desired, spatially close to animals of interest as well as temporally close to the time creation of the manure if desired. It can be monitored over time if such information is deemed valuable.
(49) Probing of small objects such as cells, such as is possible here, is not possible with many sensors.
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C. Generalized Embodiment Focused on in Planta Sensing
(51) At a generalized level, but particular to plant tissue sensing, the invention can include these aspects: a. Access to relevant internal plant tissues with needled probe. A probe body which has a form factor that allows it to be inserted or implanted into plant tissue with minimal invasiveness. Ideally the minimum invasiveness has no material detrimental effect on plant health, growth, or development. For example, it does not remove or destroy substantial tissue or disrupt plant development functions. It does not materially block plant access to light or air for photosynthesis. It does not weigh down shoots or roots substantially. It does not disrupt the flow of fluids in the plant materially. As such, at least the portion of the probe that is inserted in the plant tissue is micronized. Like a small needle into human dermis, this microneedle form factor meets these objectives. It can be solid or hollow. It can carry a single sensor element or multiple sensor elements. It can be a single needle point, two side-by-side (e.g.
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(56) As will be appreciated, the embodiment's use of microneedles can be combined with microfluidic techniques to promote go access to the fluid. One example is use of hydrophilic coatings (commercially available) on the needle ends (see
(57) The micronization of the sensing element(s) allows them to be carried on-board the microneedle(s). There can even be plural sensing elements per needle point without material disruption of the plant (see
(58) The following specific examples are several ways aspects of the generalized invention can be implemented.
D. Specific Embodiment 1 (Hollow Needle/Internal Plant Sensor(s))
(59) By specific reference to
(60) Features of this embodiment include: 1. Hollow microneedle 13B to indirectly access plant fluid. 2. Single sensing element 40 inside the needle lumen 30, here a three electrode ISFET with an ion-specific nanofabric 41 (specific to nitrates) on the center electrode 42. Operation of ISFETs in the context of an ion-specific sensor such as to sense nitrates, as one example, are well-known. The size of ISFETs can be miniaturized to the scale indicated here. One example of an ISFET for such sensing is described at U.S. Pat. No. 6,306,594 to Cozzette, incorporated by reference herein. 3. Microfluidic features including one-way check valve 31 to hold fluid at the sensing element 40 (and not allow it to pass to the proximal end of the needle 13B) and an appropriately designed distal orifice and interior microfluidic channel 30 to promote uptake of fluid from the plant 90 when inserted. Microfluidic circuits and flow-control components such as valves, ports, pumps, and the like, are well-developed and well-known to persons of skill. They can be fabricated to needed scale by well-known techniques. See, e.g., U.S. Pat. No. 6,790,599 to Madov, incorporated by reference herein. 4. A three-terminal connection 43/45/47 (
(61) This particular sensor 10A includes a micro-sized probe body (here inside the microneedle itself) (see
(62) The needle 13B accesses the plant tissue. Its small form factor allows the probe 13B to be manually pushed into plant tissue almost anywhere on a plant (see
(63) Capillary action automatically feeds fluid from that plant tissue to the probe channel 30. (see
(64) As indicated, the microneedle 13B can be accurately formed, even at this small scale, from silicon by MEMS techniques, as can the integrated one-way check valve 31 and placement of traces for the electrodes 42/44/46 of the sensing element. US2002/0138049A1, incorporated by reference herein, includes descriptions relating to different materials, manufacturing techniques, and form factors for microneedles.
(65) As further explained below, this example of a sensing element improves accuracy by modifying a conventional ISFET. A fibrous-mat 41 of nano-scale strands or fibers (see
(66) Experimental results validate the approach. (see
(67) Nitrate Microneedle Sensors for In-Situ, Real-Time Monitoring of Plant-Soil Nitrogen Dynamics for Field Studies
(68) Background:
(69) Nitrogen (N) is one of the most essential nutrients for crops. Crop and soil N levels are influenced by many factors such as climate, environment, fertilizer application, and mineralization. Real-time, in-situ, and precise monitoring of N uptake, fixation and response of plants to these environmental factors is highly desirable, because it can not only help to determine an economical and environmental friendly way of fertilizer application, but also is scientifically critical to examine and understand the effects of soil and weather environments on plant phenotype and, in particular, the interaction between genotype and environment of different plant lines.
(70) Spectral measurements with spectrophotometer or reflectometer have long been used to assess the N status of plants by tracking variations in optical signature of N element. These optical measurement approaches, however, are expensive and need visible light illumination on the work area of plants (e.g., leave), and thus, are inconvenient to be deployed at different parts of plant (e.g., roots, shoots, stems) for field applications. On the other hand, commercial ion-selective electrodes are inexpensive, but they often have relatively large footprint, low sensitivity, and poor specificity with almost no ion recognition functionality.
(71) Therefore, the existing N sensing technologies could not meet the practical needs of in-situ, real-time monitoring of plant-soil N patterns and dynamics at large scale for field studies.
(72) An objective of this embodiment 10A (
(73) The microneedle sensor 10A of
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(75) The following will be appreciated by those skilled in the art regarding this embodiment:
(76) Sensing Elements.
(77) Microfabrication techniques can be used to produce such micro-circuits/elements. Britz, E. Ng, H. Jiang, Z. Xu, R. Kumar, and L. Dong, Smart nitrate-selective electrochemical sensors with nanofibers modified microelectrode, IEEE International Conference on Systems, Man, and Cybernetics, San Diego, Calif., Oct. 5-8, 2014; Page 3419-3422; DOI: 10.1109/SMC.2014.6974457). gives further details. U.S. Pat. No. 4,020,830, incorporated by reference herein, gives details about selective chemical sensitive FET transducers. US 2003/0209451A1, incorporated by reference herein, gives details about microfluidic ion-selective electrodes sensors which use capillary uptake into a microfluidic channel that include plural ion-selective microcircuit sensing elements, including how such combinations may be manufactured.
(78) Manufacturing of the Microneedle.
(79) Microfabrication techniques can produce microneedles of this type and scale. For further details, reference can be taken to US2002/0138049A1, U.S. Pat. No. 9,291,284, and Iwashita and Mita, Needle-type In-situ Plant Water Content Sensors with Polyethersulfone Membrane, TRANSDUCERS 2009, 1849-1852, Denver, Colo. Jun. 21-25, 2009 and Ober and Sharp, A Microsensor for Direct Measurement of O.sub.2 Partial Pressure Within Plant Tissues, Journal of Experimental Botany, Vol. 47, No. 296, pp. 447-454, March 1996, each of which is incorporated by reference herein. US2002/0138049A1 gives details about manufacturing microneedles, including use of microfluidic channels and valving. U.S. Pat. No. 9,291,284 describes microfluidics including one-way valves and how they can be manufactured.
(80) Wireless Power and Data Telemetry.
(81) U.S. Pat. No. 7,226,442B2 and US2008/0014897A1, each of which is incorporated by reference herein, give details about techniques and components to provide wireless power to microchip devices as well as receive data from them.
(82) As will be appreciated with reference to
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(84) As will appreciated by those skilled in the art, variations on the specific embodiment of
E. Specific Embodiment 2 (Flat or Planar Needle/Sensor(s) on Surface for in Planta Sensing)
(85) An additional example of a sensor according to aspects of the invention is illustrated in
(86) Features of this embodiment 50A include: 1. A flat or planar microneedle 13A (does not need a hollow) to directly access plant tissues. 2. Multiple sensing elements (e.g. ISFETS 56(1), 56(2), 56(3), . . . ) along the needle surface(s), here is an ISFET with an ion specific membrane 68 coated on the surface of the gate 66 of an ISFET), or like sensor 10A of
(87) This embodiment uses a microneedle 13A (see
(88) Note also that the multiple sensing elements may require a larger interface (
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(92) Below is further description of the embodiment of
(93) The in planta 50A sensor disclosed here (
(94) Plant Nitrate Uptake.
(95) Plants have the ability to use either ammonium or nitrate as an inorganic N source. We are particularly interested in soil nitrate since its production is an indicator of the extent of nitrification and the potential for loss of N by leaching or denitrification. Root architecture, diurnal soil nitrate and ammonium concentrations, water availability, and the activities of transporters affect ammonium and nitrate uptake (140). Once nitrate is taken up by the root some is incorporated into root tissue while a substantial amount is transported into the shoot. Here we can examine nitrate uptake in roots and its translocation into shoots and how it varies by genotype and N-fertilization levels. Traditionally, these measurements have been restricted to only a few time points during growth because of the destructive nature of sampling. We overcome this limitation by developing the minimally invasive microprobe nitrate sensor capable of continuously monitoring plant nitrate levels in various types of roots (e.g., lateral or seminal) and the shoot, as described below. Furthermore, we couple these measurements with a sensor for continuous monitoring of soil nitrate levels at various distances (0, 2, 5, and greater) from the root. Placement of the sensors is a major issue, but because of their multiplex design we can place multiple sensors at different locations on the root or in soil. Importantly, the soil sensor can be placed in the same position in the soil as a root sensor (if used), enabling direct correlations between soil and plant nitrate levels. This technology can permit continuous nitrate measurements as the plant develops and the rhizosphere undergoes transitions from young to older roots. New sensors can be placed in emergent roots and adjacent rhizosphere soil. This can deliver detailed nitrate measurements at the soil-root interface.
(96) Testing can be in microcosms on 20 genotypes under varying N-fertilization. Nitrate levels can be assessed shortly after emergence and continuously for the same length of time plants are grown. These datasets will provide an opportunity to evaluate correlations between N transformation rates, activity and taxa of N transformation genes, dominant microbial taxa, and soil and plant nitrate contents. Thus, this design permits assessing how genotype and N-input treatments influence these correlations.
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(98) These figures further illustrate the following aspects of the design of sensors for measuring nitrates in plant tissues according to this embodiment. (a) multiple probes inserted into a plant, (b) mounting onto a PCB containing readout electronics, (c) sensor schematics with an inset showing the cross section of an ISFET sensor, (d) optical image of a silicon wafer with multiple ISFET sensors, and (e) the potential vs. nitrate concentration of 4 nitrate-specific ionophores tested in a poly(vinyl chloride) membrane.
(99) A Continuous Microprobe Nitrate Sensor for Measuring Plant Nitrate Levels.
(100) The microprobe sensor 50A is based on the widely used ISFET capable of continuous sensing of various ions. One feature of sensor 50A is the minimally invasive, microscale needle 13A for insertion into the plant tissue 91 (
(101) Again, those skilled in this technological field will appreciate that the needle, ISFETs, and other sensing elements and on-board circuitry for the probe can be made by MEMS techniques. Cost per probe can be kept relatively economical. But, also, variations or substitutions for one or more of the components can be made and provide analogous or needed functionalities.
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F. Specific Embodiment ThreeFabrication
(105) As will be appreciated by those skilled in this technical field, MEMS type fabrication techniques allow creation of a variety of form factors and microfeatures in a fully or substantially integrated fashion in single device or body, or on a single substrate. Another possible embodiment utilizing aspects of the invention is illustrated diagrammatically at
(106) A single, integrated body could be fabricated out of silicon and include: a. A needle point section with one or more microsensors; b. On-board electronic processing circuitry section; and c. On-board output section, for example, an interface that handles both wireless power to the on-board circuitry and wireless reading of the sensor measurements.
(107) Importantly, all these sections could be fabricated with MEMS techniques on or in a single or otherwise integrated silicon micro-sized needle body. This could be efficient and economical to manufacture and has a very small, stand-alone form factor. Similar to acupuncture needles, one or more of such small, self-contained integrated devices could be easily and minimally invasively placed almost anywhere on a plant, including a plurality of them placed in different locations on the same plant. There small size allows even quite close placement, but the circuitries and reading techniques could distinguish between them.
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G. Examples of Use of the Embodiments
(109) Examples of possible uses of the probes/sensors of the disclosed embodiments are mentioned above. Others are possible. As appreciated by those skilled in this technical area, in planta (including in vivo) measurements of nutrients or other chemicals can inform a crop producer of valuable information during a growing season. It can inform of need to add fertilizer related to the measurement. It can also inform the grower further fertilizer is not necessary.
(110) The measurements can also be used by the breeders to help understanding of how field conditions, crop genotype, and/or environment affect the crop growth when making decisions as to seed and inputs in future growing seasons.
(111) The measurements can also be used by researchers. Armed with such in planta measurements, scientists gather valuable intelligence about how certain genotypes react to soil or environmental conditions (GE interactions). And fertilizer, insecticide, herbicide scientists gather valuable intelligence about how the plants and the measured nutrient or other chemical(s) in it interact with fertilizers, insecticides, herbicides and the like.
(112) As indicated above, with particular reference to
(113) For example, sensors 10 embedded in soil can be equipped with wireless read-out and/or power supply. Optionally, a hydrophilic material can be added to at least part of the probe of the sensor. Those skilled in the art will appreciate variations to the micro sensors according to medium being investigated.
(114) Other uses are, of course, possible.
H. Example of Wide-Area Distributed System of Sensors
(115)
(116) As indicated above, part of the practicality of this combination is that a single central station 20 can service many probes in the field. It can supply wireless power and data telemetry to any probes within its range. The central station 20 can be configured to have sufficient range for at least as is indicated in
(117) As indicated below, at least for more widely-distributed sensors, it may be beneficial to have a directional antenna at the central power station that automatically rotates relative to the set of distributed probes. As indicated in U.S. Pat. No. 7,226,442B2 and US2008/0014897A1, there are techniques to sense when such a directional antenna is best aligned with a given probe. The system could utilize this to better ensure effective wireless power transmission to that probe and/or receipt of data from that probe. An omni-directional antenna is also possible if it has sufficient power and coverage for the area occupied by the set of distributed probes. Again, one of the features of this embodiment is that the probes do not have to carry on-board an electrical power source (e.g. battery). A centralized, dedicated wireless power transmitter can be used to power anywhere from one to many deployed sensors. The power transmitter consists of an inexpensive tower-mounted high-power transmitter and a directional antenna (see, e.g.,
(118) Two more non-limiting examples of how to remotely acquire measurement data of plant sensors 10 installed in a crop field follow, in addition to using a local central wireless station 20 that is already mentioned.
(119) In
(120) In
(121)
I. Options and Alternatives
(122) As indicated above, the invention can take many forms and embodiments. Variations obvious to those skilled in this technical field will be included within the invention, which is not limited to the embodiments described herein.
(123) Some additional discussion or and examples of options and alternatives follow.
(124) 1. Form Factor/Scale and Microneedle
(125) The embodiments give indications of scale. Present MEMS and other manufacturing techniques allow micro and even nano scale production of these types of devices and functional components. The designer would balance the advantages of smaller scale with need functionality as well as with what is acceptable for minimal invasiveness with the plant involved. For example, a larger probe may be sufficient if placed in a maize stalk. Or a certain minimum diameter channel in the microneedle may be determined for the good capillary uptake of plant fluid.
(126) MEMS techniques (e.g. semiconductor fabrication techniques) can fabricate the needle in conical form or with one or more flat sides with a range of taper angles. As indicated in the drawings, the needle point can be a fraction of the total length of the needle or the taper could be longer towards the proximal end. The microchannel in hollow needles could have uniform insider diameter or varying. Such techniques can be used to make fully or partially integrated sensor assemblies, including not only the needle(s) but at least some other components such as sensors, microcapillary features etc. As will be appreciated, however, the overall assembly could be made in other ways. It could have aspects made by semiconductor fabrication processes and materials and some by other micromanufacturing techniques.
(127) Other materials are possible. One is glass for the needle (whether planar or hollow). Another is a hard polymer (e.g. acrylic or acrylic sheet) or ceramic. It is possible there is a combination of materials, for example, a needle point of glass and a proximal needle portion of polymer or silicon or ceramic.
(128) Micromachining to form the needle or other parts is possible. US2002/0138049A1, incorporated by reference herein, describes some types of options and alternatives for microneedles in the context of penetrating human dermis. They include metals, ceramics, semiconductor material, organics, polymers, and composites. US2002/0138049A1-describes design parameters for microneedles including strength and form factor, as well as different ways to manufacture them with adequate precision. It describes hollow and solid, as wells as tapered, non-tapered, or combined tapered tip and straight-sided proximal portion. It discusses conical (circular-cross-section) tips as well as polygonal cross-section. It also building in such things as electrodes and microcapillary features.
(129) The embodiments focus on a microneedle as the technique for insertion into plant tissue. There may be other forms of a probe tip that would also function.
(130) Also, at the small scales involved, some embodiments might use a set of multiple microneedles on the same probe.
(131)
(132)
(133) 2. Microfluidics
(134) As indicated in some of the appendices, microfluidics allows a variety of fluid circuits at small scale. The designer may add additional microfluidic configurations or components according to need or desire.
(135) For example, there may be additional flow control components. One might be a valve to hold fluid at the sensing elements in a hollow needle. Selection of dimensions of the microcapillary channel including distal orifice into the hollow needle can influence capillary uptake from the plant.
(136)
(137)
(138)
(139) Techniques of making and using microfluidics can be found at US 2003/0209451A1 and-US2002/0138049A1, each of which is incorporated by reference herein.
(140) It is also noted that techniques such as use of hydrophilic coatings can be used to influence fluids and the probe.
(141) 3. Sensors
(142) The nano-fibrous ion-trapping mats are one modification or enhancement of ISFETs mentioned above. Others are possible. Some non-limiting examples are discussed earlier. The sensing electrode may be coated with an ion-specific enzyme to recognize a target ion. For example, nitrate reductase enzyme can be used to modify the electrode surface to make the electrode specifically sensitive to the enzyme. Extended gate ISFETs can add sensitivity and take advantage of the elongated probe. See, e.g., US 2006/0046375 to Chou et al, incorporated by reference herein. For example, the sensing electrode may be coated with ion-specific enzyme to recognize target ion. For example, nitrate reductase enzyme can be used to modify the electrode surface to make the electrode specifically sensitive to enzyme.
(143) Other sensors are possible and can be built-into or on a microneedle. Some non-limiting examples are discussed earlier.
(144)
(145) As will be appreciated by those skilled in this technical field, the designer can choose between variations depending on need or desire. Some examples follow.
(146) The type of measurement can vary. The electrode-based sensor elements can have two or more electrodes. A coating or material that is sensitive to the analyte of interest can be used with at least one electrode. Different electrical properties can be measured (e.g. current, voltage, etc.). More discussion of this type of sensing can be found at U.S. Pat. No. 4,020,830 incorporated by reference herein.
(147) As mentioned, placement of one or more sensors per microneedle can be varied. One or more can be at the tip. If access is given to the relevant plant tissue (e.g. through microfluidics), the sensors can be away from the tip. One or more can be inside a hollow needle. One or more can be on the exterior of solid or hollow needles. Surface mount techniques could be used. Integrated fabrication techniques could be used.
(148) Two side-by-side at abutment 125) needle embodiments (e.g.
(149) 4. Wireless Interface
(150) The circuitry needed on-board the sensor probes to facilitate reception of wireless power and transmission of measurement data is indicated at attached U.S. Pat. No. 7,226,442B2 and US2008/0014897A1, each incorporated by reference. The designer of the present system can make variations according to need or desire.
(151) 5. Wireless Station
(152) Similarly, U.S. Pat. No. 7,226,442B2 and US2008/0014897A1 (both incorporated by reference herein) give ideas about how a central station could facilitate wireless power and data telemetry from distributed probes. The designer can make variations according to need or desire.
(153) 6. Manufacturing
(154) Several techniques for fabricating the sensor components have been mentioned above. As will be appreciated by those skilled in the art, MEMS techniques, including semiconductor type fabrication techniques, have capabilities that provide certain potential benefits. But the invention is not necessarily limited to those techniques US2002/0138049A1 has substantial description about some techniques applicable here.
(155) As will be appreciated, aspects of the invention can be implemented through highly integrated, MEMS manufactured assemblies. Alternatively, a more modular technique might be used. For example, a glass needle could be assembled to a sensor module. A PCB (printed circuit board) could be operatively connected to the sensor module. Various combinations and alternatives are, of course, possible. Iwashita and Mita, Needle-type In-situ Plant Water Content Sensors with Polyethersulfone Membrane, TRANSDUCERS 2009, 1849-1852, Denver, Colo. Jun. 21-25, 2009, and Ober and Sharp, A Microsensor for Direct Measurement of O.sub.2 Partial Pressure Within Plant Tissues, Journal of Experimental Botany, Vol. 47, No. 296, pp. 447-454, March 1996, each incorporated by reference herein discuss probe manufacturing and assembly in different contexts but certain of those concepts can be applied here.
(156) 7. Installation/Placement
(157) Techniques of mounting the different embodiments to plants have been discussed above. So also have the variety of positions on a plant these embodiments might be inserted or emplaced, including plural probes at spaced apart positions on a plant.
(158) As will be appreciated, other techniques can be used to improve the adherence, robustness, or other operating features of the sensor assemblies once in place on the plant.
(159) For example,
(160) Alternatives include using spring clips to help hold the sensing assembly 10 to the plant. See, e.g.,
(161) As will be appreciated, these types of clamps, and other possible installation structures, could be made of light weight but reasonable durable materials for their functions and environment. One example is plastic, including plastic that would not substantially expand under typical higher outdoors temperatures.
(162) Another example is to apply a light flexible polymer or foam layer over at least part of the assembly to protect to exposed part of the assembly. Glue or epoxy could then be added over the foam. This could also improve mechanical strength and seal those portions.
(163)
J. Alternative Sensing Circuitry
(164)
(165) As previously mentioned,
(166)
(167)
(168)
(169)
(170)
(171)
(172) Calibration can correlate return light detected from the interface between the waveguide and the medium under investigation (e.g. plant tissue 91). Different techniques/mechanisms can be utilized or added to the waveguide for different optical sensing effects, including various optical resonance. See, e.g., U.S. Pat. No. 6,303,386 to Klimart, incorporated by reference herein.
(173) There are a variety of optical sensing techniques that are applicable, such as various types of optical resonators (e.g., photonic crystal, surface plasmon resonance, whispery gallery mode, grating, etc.) See U.S. Pat. No. 5,627,922 to Kopelman, for some examples, incorporated by reference herein. It is to furthermore be understood that various functionalized surfaces, coatings, or devices can be placed at optical interface 172 for various benefits such as are known in the art.
(174)
(175) An optional utilization could be that once one or more measurements are taken in steps 202, 204, and 206, for a plant or a specific plant location, the small sensor assembly can be removed from the plant (step 210). With easy and minimal reconditioning (e.g. cleaning, rinsing, and perhaps sterilizing), (step 212), the sensor can then be stabbed into a plant and measurements taken. In particular, this obviously allows repositioning in a different part of the same plant or into a different plant. The reconditioning is simply to purge the plant contacting portions from contamination for the next measurement cycle. Any number of reconditioning techniques can be used according to need or desire. Non-limiting examples include washing, wiping, flushing, etc. with towels, sponges, fluids, gases, etc. In one example, multiple re-uses are possible (e.g. at least a dozen).
(176) 1. Applications
(177) Examples have been discussed above. Again, sensed parameters with electrode-based sensing elements can include:
(178) a. Ionic species
(179) b. Nutrients
(180) c. Glucose
(181) d. Hormones
(182) e. pH
(183) f. Enzymes
(184) g. Pesticides
(185) h. Bacteria
(186) i. Fungi
(187) j. Temperature
(188) As mentioned, sensing measurements with the above-embodiments can be used in combination with other measurements by other measuring tools or sensors. The results of all these measurements can be analyzed and correlated.
(189) Further examples are as follows:
(190) k. Toxins
(191) l. DNA or other proteins
(192) m. Biomolecules
(193) As will be understood by those skilled in the art, the microsensors and micro-sensing techniques discussed herein can be utilized with a wide range of sensing elements and techniques for a wide range of mediums of interest (analytes). The analytes can include, but are not limited to, animal and human skin or tissue, microorganisms, cells, enzymes, antibodies, nucleic acids, or materials or components that bind to the foregoing. The sensing element(s) of the microsensor(s) discussed herein have some type of detector or transducer which transforms one signal into another one in any of various ways. Non-limiting examples are optical, electrical, electrochemical, resulting from the interaction of the analyte with the detector or transducer to result in a measurement or quantification.
(194) A reader with associated electronics or signal processors can convert the measurement or quantification to a form desired by the user.
(195) The embodiments of the invention incorporate sensing elements for different analytes and analyte parameters into a low-cost, micro-scale, integrated assembly for emplacement unobtrusively at the location of the analyte, including in plant, in vivo, or otherwise.