1. Field of the Invention
This invention relates to protecting plant tissues from stress, and more specifically to systems and methods for applying particle films to control stress on plant tissues.
2. Description of Related Art
Plant tissues may be subjected to various types of stress. For instance, plant tissues may be subjected to transpiration stress. Transpiration is the movement and evaporation of water from various plant tissues, including flowers, fruits, vegetables, stems, leaves, branches and/or roots. Among other things, transpiration is responsible for transporting minerals from the soil throughout a plant, cooling the plant, moving sugars and plant chemicals within the plant, and maintaining turgor pressure of the plant. The amount and rate of transpiration depends on factors such as temperature, humidity, wind, and/or air movement. Transpiration (and thus transpiration stress) is generally greatest in hot, dry (i.e. low relative humidity), windy weather. Symptoms of significant transpiration stress may include reduced transpiration, reduced growth, unhealthy physical appearance, lower yields, and/or plant tissue death. For example, apple trees that are experiencing transpiration stress may produce less apples, smaller apples, and/or lower grades of apples. This may lead to significant financial loss for the grower and/or higher commodity prices for the consumer.
Currently available methods for mitigating transpiration stress on plant tissues, such as increased irrigation, are inefficient, ineffective and/or expensive. For instance, costly increased irrigation may lead to increased soil salinity, which may result in lower crop yields and/or the eventual loss of productive agricultural land. Another method, the use of particle films, may be used to cover plant tissues to reduce sun exposure. The conventional use of overhead irrigation systems, however, prevented the widespread use of particle films due to the washing off/diluting of the particle films. Water conservation efforts, however, have discouraged the use of overhead irrigation systems in favor of direct irrigation systems, such as drip irrigation systems. In such a setting, the use of particle films for reducing sun damage is more feasible. Still, the application of particle films has been haphazard at best, with multiple applications being recommended by the manufacturers of particle films to ensure coverage, without regard to the specific timing of the particle film applications. Consequently, there is a need for systems and methods for applying particle films to control stress on plant tissues.
Provided herein are systems and methods for applying particle films to control stress on plant tissues. An exemplary method for controlling stress on plant tissues includes calculating a current plant tissue stress value for the plant tissues, and applying an effective amount of a particle film to the plant tissues if the calculated current plant tissue stress value is greater than or equal to a predetermined plant tissue stress value. The method may further include calculating a second current plant tissue stress value for the plant tissues after the application of the effective amount of the particle film, and calculating a future plant tissue stress value for the plant tissues. The calculated current plant tissue stress value, the second current plant tissue stress value, and the future plant tissue stress value may be analyzed to predict a future application of the effective amount of the particle film to the plant tissues. Additional methods may include irrigating the plant tissues until the calculated second current plant tissue stress value is less than or equal to the predetermined plant tissue stress value.
Exemplary systems for applying particle films to control stress on plant tissues are also provided. Such systems may include a processor, a computer readable storage medium having instructions for execution by the processor which causes the processor to apply the particle film to control stress on the plant tissues, wherein the processor executes the instructions on the computer readable storage medium to calculate a current plant tissue stress value for the plant tissues, and applies an effective amount of a particle film to the plant tissues if the calculated current plant tissue stress value is greater than or equal to a predetermined plant tissue stress value. In a further embodiment, the processor may execute the instructions on the computer readable storage medium to irrigate the plant tissues if the calculated current plant tissue stress value is greater than or equal to the predetermined plant tissue stress value.
Provided herein are exemplary systems and methods for controlling stress on plant tissues. Such embodiments may employ particle films that may include fine mineral particles having an average size of less than two microns, such as specially formulated calcium carbonate compounds in aqueous suspensions. Plant tissues may include the plant tissues of fruit and vegetable crops, row crops, seedlings, nursery stock, trees, flowers, grasses, landscape and ornamental plants. According to various exemplary embodiments, a plant tissue stress value, such as a Crop Water Stress Index (“CWSI”) value, may be calculated and used for determining when to spray a particle film on plant tissues. Plant tissue stress values may be correlated with the application of particle films, so that by monitoring plant tissue stress values, a process for determining optimal application of particle films to plant tissues may be determined. The combined use of transpiration measurements, evapotranspiration data and particle films provide an effective basis for the reduction of stress on plant tissues. When stress on the plant tissues is reduced, yields increase, growth is improved and growing costs are minimized by eliminating unnecessary irrigation and/or unnecessary applications of particle films. Additionally, reduced transpiration stress on the plant tissues may result in greater resistance of the plant tissues to diseases (such as fungal infections by Botrytis), while providing plants with critical nutrients (e.g. calcium).
At step 105, a method for calculating current plant tissue stress value is selected. According to various exemplary embodiments, a Crop Water Stress Index may be selected as the method for calculating the current plant tissue stress value. A CWSI value may be calculated and used to determine when to apply a particle film to plant tissues (e.g., when to apply a particle film to a particular crop). Here, the Crop Water Stress Index value may be calculated by the equation:
CWSI=1−ETa/(Kc*ETo)
Referring to the above equation, ETa represents evapotranspiration for the particular crop (i.e. “a” equates to “actual” crop) at a particular point in time. Evapotranspiration is used to describe the sum of evaporation and transpiration from the surface of the earth to the atmosphere. ETa may be a measured parameter based on sap flow for the particular crop. Other methods may be used for determining ETa, such as stem water potential for the particular crop. For instance, ETa values may be measured directly (e.g., pan evaporation). Evaporation accounts for the movement of water from sources such as soil and bodies of water to the atmosphere. Transpiration accounts for the movement and evaporation of water from a plant (or plant tissues) to the atmosphere. Evapotranspiration is typically expressed in millimeters (mm) of water (or millimeters of water per hectare).
Referring again to the above equation, the product Kc*ETo represents maximum transpiration when the particular crop is well-irrigated. ETo represents evapotranspiration for a reference crop. Grass and alfalfa are generally used as reference crops. The reference crops are assumed to be free of water stress and disease, and living in or near the same geographic region as the particular crop undergoing the current plant tissue stress determination. ETo may be determined via the Penman-Monteith method. The Penman-Monteith method takes into account daily mean temperature, wind speed, relative humidity, and solar radiation. ETo is multiplied by Kc, a crop coefficient for the particular crop. Kc may be determined empirically based on historical irrigation data, or determined by other suitable means. Kc varies through the season depending on the growth stage of the particular crop.
According to various exemplary embodiments, the Purfresh™ Crop Stress Index (PCSI) may be selected as a method for calculating the current plant tissue stress value. A PCSI value may be calculated and used to determine when to apply a particle film to plant tissues. The PCSI value is a combined index of air temperature, thermal radiation and UV radiation, weighted for a particular crop. Here, the PCSI value is represented by the equation:
Referring to the above equation, T is air temperature, RLW is long-wave (thermal/infrared) radiation and Ruv is ultraviolet radiation (UV). C1 through C4 are coefficients specific to the particular crop and indicate how much the crop is affected by a particular environmental factor. Air temperature and long-wave radiation are measured at their maximum values over a current day. Air temperature usually only impacts a crop over a threshold value as represented by coefficient C2. The effects of UV radiation are cumulative and therefore this component is summed over the immediately preceding thirty (30) day period.
According to various exemplary embodiments, a Crop Water Stress Index based on canopy-temperature measurements may be selected as a method for calculating the current plant tissue stress value. A CWSI value may be calculated and used to determine when to apply a particle film to plant tissues. Here, the CWSI value is represented by the equation:
CWSI=(Tc−Tmin)/Tmax−Tmin)
Referring to the above equation, Tc is the crop canopy temperature, and Tmin and Tmax are the experimental or theoretical minimum and maximum canopy temperatures. As Tc approaches Tmin, CWSI approaches 0 (minimal stress); as Tc approaches Tmax, CWSI approaches 1 (maximum stress).
In yet another embodiment, a solar stress factor (SSF) may be selected as a method for calculating the current plant tissue stress value. The solar stress factor value is based on the flux of UVA (320-400 nm) and/or UVB (290-320 nm) solar radiation (actinic flux). Here, the SSF is represented by the equation:
SSF=(Jc−Jmin)/(Jmax−Jmin)
Referring to the above equation, Jc is the actinic flux at the location of the particular crop, Jmin is the minimum actinic flux where no solar stress occurs, and Jmax is the maximum actinic flux that is predicted to damage plant tissues. As Jc approaches Jmin, the SSF approaches 0 (minimal stress); as Jc approaches Jmax, the SSF approaches 1 (maximum stress). The solar stress factor may be used in addition to, or in substitution of, a CWSI value. Further, the methods for calculating the current plant tissue stress values discussed herein are not meant to be limiting. Additional and/or alternative methods, stress factors, indices and/or scales may be used as appropriate.
At step 110, data for calculating current plant tissue stress value is obtained. According to various exemplary embodiments, the data to be obtained depends on the method selected at step 105. The data may be obtained via one or more plant tissue sensors. The data may include soil moisture data, transpiration data, irrigation data and/or solar flux data. For example, sap-flow measurements based on the heat balance principle may provide a direct measurement of transpiration and may be monitored remotely. Other methods may provide similar data, including measurements of stomatal conductance, stem water potential, etc. Other types of data (especially data pertaining to water loss through plant tissues) may be obtained and fall within the scope of the various embodiments described herein.
In yet a further embodiment, the current plant tissue stress data may be obtained by weather sensors. Such data may include air temperature data, ground temperature data, humidity data, solar radiation data, and/or wind speed and direction data. Other types of data may be obtained and fall within the scope of the various embodiments described herein.
Limiting factors for obtaining some of the data include the cost and difficulty of implementing a system to measure actual crop transpiration (i.e., ETa). Weather data is often available through local weather, news, and/or agricultural media and broadcasting networks that may provide growers with weather data to estimate ETa without having to purchase and maintain sophisticated monitoring equipment. Additionally, ETo may be provided for a particular geographic region by local weather, news, and/or agricultural media and broadcasting networks.
At step 115, a current plant tissue stress value is calculated. In one exemplary embodiment, the Crop Water Stress Index method may be used to calculate a current plant tissue stress value. The calculated current plant tissue stress value is indicative of a current plant tissue stress value with respect to the particular crop. In some embodiments, a calculated current plant tissue stress value of one (1) indicates the particular crop is under full stress (i.e., no transpiration is occurring). In contrast, a calculated current plant tissue stress value of less than zero (0) indicates the particular crop is under no stress (i.e., maximum transpiration is occurring).
At step 120, an effective amount of a particle film may be applied to the plant tissues. According to various embodiments, if the calculated current plant tissue stress value is 0.2 or higher, an effective amount of a particle film may be applied to the particular crop. A particle film may be applied to all plant tissues, including fruits, stems, leaves and/or branches. In some embodiments, the particle film may be applied using a standard sprayer to spray a liquid suspension of the particle film onto the plant tissues. For instance, effective stress reduction may be attained by applying ten gallons of a ten percent (10%) aqueous calcium carbonate solution to one-hundred (100) square feet of planted seedlings. Five (5) to about ten (10) such applications per season may be required. The particle film solution may be applied to the seedlings one or more times before and/or after transplantation of the seedlings. Adding an application of the particle film to the soil surrounding the seedlings may result in additional plant tissue stress reduction. According to an alternative embodiment, the plant tissues may be irrigated in addition to or in substitution of the application of the particle film.
At step 125, a second (or post-application) current plant tissue stress value may be calculated. According to a further embodiment, a second current plant tissue stress value may be calculated at a subsequent point in time to indicate the effectiveness of the particle film and/or irrigation applied at step 120. The second current plant tissue stress value may also indicate whether a second particle film application and/or further irrigation are necessary.
According to a further exemplary embodiment, one may predict and/or schedule when a particle film (and/or irrigation) will need to be applied to control stress on plant tissues. For instance, the Global Forecast System (GFS) may be used to obtain predictive data, such as ETa. The GFS is a global numerical weather prediction computer model operated by the National Oceanic and Atmospheric Administration (“NOAA”). The model is computed four times a day and produces forecasts up to sixteen days in advance, but with decreasing spatial and temporal resolution over time. The model is provided in two parts. The first part has a high resolution and extends up to 180 hours (7 days) in the future. The second part has a low resolution and extends up to 384 hours (16 days) in the future. The GFS model is available over the Internet. Using the Global Forecast System, ETa (measured) is replaced with ETa (predicted). Additionally, ETo may be replaced with a time-weighted average of historical data. Accordingly, future plant tissue stress values may be calculated over a particular time horizon.
At step 205, a future plant tissue stress value is calculated. Such calculations may use the methods discussed in step 105 (
Referring again to
At step 210, a control algorithm or statistical method is used to analyze the future plant tissue stress value (calculated at step 205) in light of a current plant tissue stress value [calculated at step 115 (
The analysis performed at this step may provide a schedule of recommended application dates and/or application rates for applying a particle film (and/or irrigation) to a particular crop. For example, such an analysis may indicate at least one particle film application before transplantation and at least one particle film application after transplantation. This data may be logged and stored for future analysis or to provide historical data for use by the control algorithm or statistical method.
In some embodiments, CWSI threshold values may be determined for particular crops. For instance, Granny Smith apples grown in the Yakima Valley of Washington State are typically well-irrigated in the early growing season, and do not exhibit transpiration stress. Thus, Granny Smith apples may have a CWSI value of less than zero (0). In contrast, dry, hot, sunny days in the Yakima Valley may cause the Granny Smith apples to have a CWSI value of above two-tenths (0.2). A future plant tissue stress value represented by a CWSI value of at least 0.2 may warrant the application of a particle film and/or irrigation to the Granny Smith apples to reduce transpiration stress.
At step 215, an effective amount of a particle film may be applied to the plant tissues. For example, the particle film Purshade™ (a trademark of Purfresh, Inc.) may be applied to the Granny Smith apples to reduce the transpiration stress. Purshade™ is a calcium carbonate suspension concentrate that has been proven effective in the control of sunburn on produce. Purshade™ may be sprayed directly on plant tissues to build a protective coating that blocks harmful UV light, without decreasing photosynthesis. The effective amount of the particle film may be a mixture of approximately two to five gallons of the particle film in approximately twenty to fifty gallons of water, and applied to the plant tissues found in an area of approximately one-square acre. Using Purshade™, growers have observed higher pack-outs, larger produce, better color and earlier harvest dates. Purshade™ may be sprayed at the same time with most other chemicals, saving time. The solution quickly mixes in a tank with minimal agitation, and with its small particle size, Purshade™ stays in suspension during spraying to give a uniform coat of protection. Purshade™ may be applied throughout a calendar year.
At step 220, a second (post-application) current plant tissue stress value may be calculated. According to a further embodiment, a second current plant tissue stress value may be calculated at a subsequent point in time to indicate the effectiveness of the particle film and/or irrigation applied at step 215. The second current plant tissue stress value may also indicate whether a second particle film application and/or further irrigation are necessary.
According to various exemplary embodiments, the system 300 may include the communications interface 305 in electronic communication with the computer readable storage medium 310, the processor 315, and the particle film/irrigation application means 320. The computer readable storage medium 310 may further comprise instructions for execution by the processor 315. The instructions may cause the processor 315 to apply the particle film (or irrigation) to the plant tissues 350 via the particle film/irrigation means 320.
In one exemplary embodiment, the weather media network 330, the global forecasting system/climate prediction center 335, the weather sensors 340 and/or the plant tissue sensors 345 provide data via the network 325 to the communications interface 305. The data may be received and stored on the computer readable storage medium 310. Based on the received data and instructions stored in the computer readable storage medium 310, the processor 315 calculates a current plant tissue stress value for the plant tissues 350. If the calculated current plant tissue stress value is greater than or equal to a predetermined plant tissue stress value, the processor 315 may signal the particle film/irrigation application means 320 to apply an effective amount of a particle film (and/or water) to the plant tissues 350. The processor may execute other instructions as described herein and remain within the scope of contemplated embodiments. According to an alternative embodiment, the weather media network 330, the global forecasting system/climate prediction center 335, the weather sensors 340 and/or the plant tissue sensors 345 may provide data directly to the processor 315.
Another embodiment may include a computer readable storage medium 310 having a computer readable code for operating the processor 315 to perform a method for controlling stress on plant tissues 350, the method comprising calculating a current plant tissue stress value for the plant tissues 350, and applying an effective amount of a particle film to the plant tissues 350 if the calculated current plant tissue stress value is greater than or equal to a predetermined plant tissue stress value. The method may include other steps as described herein and remain within the scope of contemplated embodiments.
Examples of computer readable storage medium 310 include optical discs, memory cards, and/or computer discs. Instructions may be retrieved and executed by a processor, such as exemplary processor 315. Some examples of instructions include software, program code, and firmware. Instructions are generally operational when executed by the processor 315 to direct the processor 315 to operate in accord with embodiments of the invention. Some examples of computer readable storage medium 310 include memory devices, tape, and disks. Although various modules may be configured to perform some or all of the various steps described herein, fewer or more modules may be provided and still fall within the scope of various embodiments.
According to various exemplary embodiments for predicting and/or scheduling when a particle film will need to be applied to control stress on plant tissues, a system such as the Global Forecast System (GFS) may be used to provide predictive data, such as forecasted day length, night length, temperature, chill units, etc. Such data may be utilized at least in part to predict bud break for a particular type of plant tissue in a particular geographic location, as illustrated by the exemplary apple plant tissues in
As shown in
Referring again to
According to various exemplary embodiments,
According to various embodiments, chill units may be represented as chill hours. For example, if plant tissues are exposed for 1 hour to a temperature under 7.22 degrees Celsius, they may accumulate the equivalent of 1 CU. According to further embodiments, if the plant tissues are exposed for 1 hour to a temperature over 7.22 degrees Celsius, they may accumulate the equivalent of 0 CU. According to yet further embodiments, if the plant tissues are exposed for 1 hour to a temperature between 0 degrees Celsius and 7.22 degrees Celsius, they may accumulate the equivalent of 1 CU. If the plant tissues are exposed for 1 hour to a temperature outside of this range (i.e. outside of a range between 0 degrees Celsius and 7.22 degrees Celsius), they may accumulate the equivalent of 0 chill units.
For instance, with respect to the exemplary apple plant tissues shown in
Referring to
Referring again to the exemplary method of
At step 210 (
In some exemplary embodiments, a calculation may be performed based upon the following or similar methodologies:
Two application rate of a particle film:
A) Determine future plant tissue stress value (e.g., anticipated bud break on March 20th, with respect to
B) Subtract 45 days for first application of a particle film (e.g., February 3rd, with respect to
C) Subtract 20 days for second application of a particle film (e.g., January 14th, with respect to
Four application rate of a particle film:
A) Determine future plant tissue stress value (e.g., anticipated bud break on March 20th, with respect to
B) Subtract 60 days for first application of a particle film (e.g., January 19th, with respect to
C) Subtract 40 days for second application of a particle film (e.g., December 10th, with respect to
D) Subtract 20 days for third application of a particle film (e.g., November 20th, with respect to
E) Subtract 10 days for fourth application of a particle film (e.g., November 10th, with respect to
At step 215 (
At step 220 (
In further embodiments, the second current plant tissue stress value may also indicate whether additional or fewer particle film applications may be required in subsequent growing seasons, the optimal timing of such applications and/or the amount of particle film to be applied. The second current plant tissue stress value may also comprise such factors as tonnage per acre, sugar per lot, size of fruit and/or harvest date.
In an exemplary alternative embodiment, an effective amount of a particle film (as described herein) may be applied to plant tissues at or near a time following an initiation of a dormant phase of the plant tissues. Such an application may cause at least in part an acceleration of bud break. In further exemplary alternative embodiments, a particle film may be applied throughout a winter to reflect heat and to support the plant tissues in accumulating additional chill units. Stress on plant tissues may be controlled in those situations where the plant tissues are not exposed to harmful temperatures upon an early bud break. Further, stress on plant tissues may be controlled in those situations when an early bud break may help the plant tissues avoid damaging heat associated with a late season and/or a late season harvest. Such a situation may be found for various plant tissues living in a non-native geographic or non-native climatic environment. The particle film application may accelerate bud break in some situations by causing at least in part an acceleration in a rate of accumulation of chill units. Additionally, particle film application under such circumstances may cause uniform, increased and/or earlier than normal bud break. If faced with limited resources (e.g., labor, machinery, etc.) during a typical harvest period, or if presented with high market demand prior to the typical harvest period, particle film application may offer a valuable way to accelerate bud break to take advantage of such a pre-harvest period.
According to a further exemplary alternative embodiment, an effective amount of a second compound may be applied to the plant tissues at or near the time the first application of the particle film is applied. Such a compound may be effective to cause at least in part an acceleration of bud break, which may be enhanced by the application of the particle film. Additional applications may or may not be necessary. For example, approximately two to six liters of a hydrogen cyanamide compound mixed in approximately one-hundred liters of water may be applied to the plant tissues. A hydrogen cyanamide compound may promote uniform, increased and earlier than normal bud break. As increased growth (e.g., vegetative and fruit load) may be expected after application, growth should be supported by increased inputs, such as irrigation and fertilizer.
While various embodiments have been described herein, it should be understood that they have been presented by way of example only, and not limitation. Thus, the breadth and scope of a preferred embodiment should not be limited by any of the above-described exemplary embodiments.
This continuation in part application claims the benefit and priority of U.S. Non-Provisional patent application Ser. No. 12/313,192 filed on Nov. 17, 2008, titled “Systems and Methods for Applying Particle Films to Control Stress on Plant Tissues,” which in turn claims the benefit and priority of U.S. Provisional Patent Application Ser. No. 61/003,782 filed on Nov. 19, 2007, titled “Using Particle Films to Reduce Stress in Plant Tissue,” which is hereby incorporated by reference.
Number | Date | Country | |
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61003782 | Nov 2007 | US |
Number | Date | Country | |
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Parent | 12313192 | Nov 2008 | US |
Child | 12571348 | US |