WO2016059628A1 - System and method for determining watering needs for field or landscape irrigation - Google Patents

System and method for determining watering needs for field or landscape irrigation Download PDF

Info

Publication number
WO2016059628A1
WO2016059628A1 PCT/IL2015/051012 IL2015051012W WO2016059628A1 WO 2016059628 A1 WO2016059628 A1 WO 2016059628A1 IL 2015051012 W IL2015051012 W IL 2015051012W WO 2016059628 A1 WO2016059628 A1 WO 2016059628A1
Authority
WO
WIPO (PCT)
Prior art keywords
water
growth stage
control system
plant
tensiometer
Prior art date
Application number
PCT/IL2015/051012
Other languages
French (fr)
Inventor
Oleg KOROL
George VEITSMAN
Original Assignee
Korol Oleg
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Korol Oleg filed Critical Korol Oleg
Publication of WO2016059628A1 publication Critical patent/WO2016059628A1/en

Links

Classifications

    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01GHORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G25/00Watering gardens, fields, sports grounds or the like
    • A01G25/16Control of watering
    • A01G25/167Control by humidity of the soil itself or of devices simulating soil or of the atmosphere; Soil humidity sensors
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B12/00Arrangements for controlling delivery; Arrangements for controlling the spray area
    • B05B12/08Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B12/00Arrangements for controlling delivery; Arrangements for controlling the spray area
    • B05B12/08Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means
    • B05B12/12Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means responsive to conditions of ambient medium or target, e.g. humidity, temperature position or movement of the target relative to the spray apparatus

Definitions

  • This invention relates to devices for controlling the functioning of irrigation systems and especially for the determination of water requirements and their timing.
  • One object of the present invention is to provide an irrigation control system with the ability of measuring plant/crop water consumption rate.
  • Another object is to provide an irrigation control system with the capability of determining and factoring in the plants or crop growth stage for the more accurate determination of the amounts of water necessary for the irrigation and the criticality of its timing.
  • Another object is to provide an irrigation control system with the capability of anticipating changes in the amounts of water needed based on the expected transitioning from one stage of the plant/crop growth or development to another and timing the irrigation events accordingly.
  • Fig 1 illustrates the placement of tensiometers to determine water requirements according to the present invention. Description of Preferred Embodiments.
  • the first embodiment is as follows; it will comprise a control system which is connected to at least one tensiometer and preferably to a plurality of them.
  • a control system which is connected to at least one tensiometer and preferably to a plurality of them.
  • the following method is to be used. Roots of the pertinent plant, or tree etc are briefly undug in one narrow hole in the ground and cleaned of soil to a sufficient degree, which can be done by using small gardening hand-held tools or a water hose with a nozzle. The latter can be used to easily produce a narrow hole in the soil leaving the roots clean and readily accessible.
  • the water filled (Fig 1 ) tensiometer (1) is placed into the hole in the soil with sufficient quantity of the soil back-filled into the hole to assure that the tensiometer does not sink any deeper and the small roots of suitable size (1 A) are wrapped around its water seeping part such as the porcelain cylinder (1 B).
  • the tensiometer then is covered with soil and the hole is backfilled; once it and any other tensiometers thus placed are connected to the control system, the installation will be completed.
  • the rate of the evapotranspiration is determined by the following factors; intensity of the solar radiation, humidity, temperature, wind strength and the stage of the vegetation/crop growth. The latter factor is very significant and also bears on how crucial the sufficient availability of moisture is and thus on the acceptable timeframe for the irrigation event.
  • the system and method of the second embodiment are intended to determine the change in the evapotranspiration rate in comparison with the evaporation rate.
  • the comparison with the evaporation rate is done to exclude the effects of other factors affecting both evapotranspiration and evaporation rates: solar radiation, humidity, temperature, wind and moisture availability in the soil.
  • solar radiation, humidity, temperature, wind and moisture availability in the soil Such a change in the difference between the two said rates can be used to determine the plants/crop reaching a different growth/development stage and to adjust the water requirements accordingly.
  • Second embodiment of this invention will comprise an irrigation control system which includes a number of moisture sensors such as tensiometers.
  • At least one of these tensiometers is located in an isolated place such as a length of plastic pipe inserted vertically into the ground to it least the depth which is slightly greater than the maximum root depth.
  • Said soil filled piece of pipe's upper soil surface can be either flush with the surrounding soil surface, if the surface irrigation is used or be at a depth sufficient to assure its irrigation at the same rate as the areas outside the said pipe when the under the surface irrigation is used.
  • the top surface of soil in the pipe (2) needs to be covered with a water permeable barrier (3) to prevent the root growth into the pipe and preferably the bottom surface would also be covered the same way, such as for example the landscaping fabric.
  • said piece of pipe forms a root insulated, water permeable on top and on bottom capsule.
  • Said capsule has to be filled with soil (4) in the last out first in sequence as it was extracted from the hole in the ground when it was being drilled. It is desirable to preserve the soil composition and its structure inside the said capsule - since the composition of the soil is usually different near the surface and at a certain depth.
  • the tensiometers (1 ), when two of them are used, will be placed at different depths; one will be placed near the surface and if there is a second
  • At least one moisture sensor/tensiometer and preferably a plurality of them will be placed outside of the said capsule in a manner described for the first embodiment.
  • a third embodiment of the present invention will involve the measurement of crop field reflectance and its spectral composition which needs to be done preferably on a daily basis when approaching, according to the crop growth calendar, the point when the plant/crop growth stage changes or when such plant growth stage change is being artificially induced for example by plant growth hormones.
  • Said measurements can be done by known instruments either installed on stationary supports above the crop field or from a flying aerial platform such as a drone or a manned aircraft equipped with reflectance measuring instruments.
  • Said testing can be done by known olfactory sensors either installed on stationary supports near or above the crop field or from a flying aerial platform such as a drone or a manned aircraft equipped with the necessary instruments.
  • the moisture readings provided to control system by the tensiometers surrounded by roots will be directly translated by the control system into the irrigation requirements and the timing with the standard timeframe for the next irrigation event will be set.
  • the readings from the root surrounded tensiometers and those in the isolated capsule will be compared at the regularly scheduled time intervals. There will always be a difference between them. When that difference substantially changes either way, if that signal conforms with the plant/crop growth stage calendar for the given locality and optionally corroborated by other means - then the change in the plant/crop growth stage will be considered established and taken into account.
  • the readings from the field reflectance measurement taking into account the spectral composition of said reflectance will be used to detect the plant/crop growth stage change and likewise will need to be confirmed by said plant/crop growth stage calendar.
  • the results from the field/crop smell test will be used to detect the plant/crop growth stage change and likewise will need to be confirmed by said plant/crop growth stage calendar.
  • control system will be given to the period of time when the current growth stage, whose duration is known, is expected to end. If the control system can anticipate a drastic change in the irrigation requirements it can adjust its operation on the last day of the current growth stage; either not scheduling an irrigation event when it knows that the water requirements are about to drop off precipitously or scheduling one if it knows of an imminent onset of the higher water requirements whose timely delivery is critical. This will help save the water and optimize the crop yield.
  • the control system can also be expected to take into account in its anticipatory determinations the other known factors currently being used, such as for example the local weather prognostications.

Abstract

A system and method for measuring the plant/crop water consumption rate by means of wrapping suitable roots around the water-filled tensiometers when said tensiometers are placed into the ground. Thus the control system is constantly aware of the current plant/crop water consumption rate and schedules the irrigation events in accordance with it. Optionally the water-filled tensiometer(s) are also placed into a water permeable on top and bottom vertical capsule which is insulating the area near the tensiometer from the roots. The substantial change in the difference between the moisture content of a root-insulated capsule and the moisture content indicated by the root wrapped tensiometers outside of it will be deemed, when corroborated by the plant growth stage calendar and/or by other means, to indicate the plant/crop growth stage change. Alternatively determination of the plant growth stage is described based on the field/crop reflectance change or smell change. Subsequently the scheduling as well as the overall water amounts for the irrigation will be adjusted accordingly to the growth stage requirements for said stage duration thereby saving large amounts of water while satisfying the plant/crop water needs exactly and most timely.

Description

SYSTEM AND METHOD FOR DETERMINING WATERING NEEDS FOR FIELD OR LANDSCAPE IRRIGATION
Relationship to other applications:
The present patent application is related, pursuant to the concept of the unity of invention, to US provisional patent application 62/062,888 and claims benefit of the filing date of said provisional application.
Field of the Invention
This invention relates to devices for controlling the functioning of irrigation systems and especially for the determination of water requirements and their timing.
Description of the Prior Art
There are a number of prior art irrigation control systems which typically rely on the pertinent moisture, temperature and other sensors for determining the water quantities required and their timing. For example the patent CN202635265U describes a control system utilizing, for the determination of the water amount required for the irrigation and the time of the irrigation event, soil moisture sensors on multiple levels in combination with soil temperature sensors. Another example of the prior art is the patent application US 13/844,248 This system also offers a predictive capability as it analyzes the current soil moisture conditions, the temperature, the evapotranspiration rate, the stored historical precipitation data and the current weather prognostications. Thus the prior art is based on the systems and methods which do not take into account the plant or crop growth stage which very significantly affects its watering needs as well as the criticality of the irrigation's timeliness; therefore it does not adequately meet the requirement for a most efficient in terms of water usage irrigation control systems which would most reliably assure the plants optimum health and productivity.
Objects and Advantages.
One object of the present invention is to provide an irrigation control system with the ability of measuring plant/crop water consumption rate.
Another object is to provide an irrigation control system with the capability of determining and factoring in the plants or crop growth stage for the more accurate determination of the amounts of water necessary for the irrigation and the criticality of its timing.
Another object is to provide an irrigation control system with the capability of anticipating changes in the amounts of water needed based on the expected transitioning from one stage of the plant/crop growth or development to another and timing the irrigation events accordingly.
Brief Description of the Drawings
Fig 1 illustrates the placement of tensiometers to determine water requirements according to the present invention. Description of Preferred Embodiments.
The first embodiment is as follows; it will comprise a control system which is connected to at least one tensiometer and preferably to a plurality of them. In order to determine the vegetation or crop rate of water consumption the following method is to be used. Roots of the pertinent plant, or tree etc are briefly undug in one narrow hole in the ground and cleaned of soil to a sufficient degree, which can be done by using small gardening hand-held tools or a water hose with a nozzle. The latter can be used to easily produce a narrow hole in the soil leaving the roots clean and readily accessible. The water filled (Fig 1 ) tensiometer (1) is placed into the hole in the soil with sufficient quantity of the soil back-filled into the hole to assure that the tensiometer does not sink any deeper and the small roots of suitable size (1 A) are wrapped around its water seeping part such as the porcelain cylinder (1 B). The tensiometer then is covered with soil and the hole is backfilled; once it and any other tensiometers thus placed are connected to the control system, the installation will be completed. However it is known that the water leaves the soil mostly in two ways; by means of evapotranspiration and by percolation to the lower depths. The rate of the evapotranspiration is determined by the following factors; intensity of the solar radiation, humidity, temperature, wind strength and the stage of the vegetation/crop growth. The latter factor is very significant and also bears on how crucial the sufficient availability of moisture is and thus on the acceptable timeframe for the irrigation event.
The system and method of the second embodiment are intended to determine the change in the evapotranspiration rate in comparison with the evaporation rate. The comparison with the evaporation rate is done to exclude the effects of other factors affecting both evapotranspiration and evaporation rates: solar radiation, humidity, temperature, wind and moisture availability in the soil. Such a change in the difference between the two said rates can be used to determine the plants/crop reaching a different growth/development stage and to adjust the water requirements accordingly. Second embodiment of this invention will comprise an irrigation control system which includes a number of moisture sensors such as tensiometers. At least one of these tensiometers is located in an isolated place such as a length of plastic pipe inserted vertically into the ground to it least the depth which is slightly greater than the maximum root depth. Said soil filled piece of pipe's upper soil surface can be either flush with the surrounding soil surface, if the surface irrigation is used or be at a depth sufficient to assure its irrigation at the same rate as the areas outside the said pipe when the under the surface irrigation is used. The top surface of soil in the pipe (2) needs to be covered with a water permeable barrier (3) to prevent the root growth into the pipe and preferably the bottom surface would also be covered the same way, such as for example the landscaping fabric. Thus said piece of pipe forms a root insulated, water permeable on top and on bottom capsule. Said capsule has to be filled with soil (4) in the last out first in sequence as it was extracted from the hole in the ground when it was being drilled. It is desirable to preserve the soil composition and its structure inside the said capsule - since the composition of the soil is usually different near the surface and at a certain depth. The tensiometers (1 ), when two of them are used, will be placed at different depths; one will be placed near the surface and if there is a second
tensiometer it will be placed closer to the lower end of the capsule. At least one moisture sensor/tensiometer and preferably a plurality of them will be placed outside of the said capsule in a manner described for the first embodiment.
A third embodiment of the present invention will involve the measurement of crop field reflectance and its spectral composition which needs to be done preferably on a daily basis when approaching, according to the crop growth calendar, the point when the plant/crop growth stage changes or when such plant growth stage change is being artificially induced for example by plant growth hormones. Said measurements can be done by known instruments either installed on stationary supports above the crop field or from a flying aerial platform such as a drone or a manned aircraft equipped with reflectance measuring instruments.
A fourth embodiment of the present invention will involve the testing crop field smell by an olfactory sensor which needs to be done preferably on a daily basis when
approaching, according to the crop growth calendar, the point when the plant/crop growth stage changes or when such plant growth stage change is being artificially induced for example by plant growth hormones. Said testing can be done by known olfactory sensors either installed on stationary supports near or above the crop field or from a flying aerial platform such as a drone or a manned aircraft equipped with the necessary instruments.
Sketches and Diagrams.
Drawing provided separately.
Operation.
In operation, in case of the initial installation according to the first embodiment of the system of the present invention the moisture readings provided to control system by the tensiometers surrounded by roots will be directly translated by the control system into the irrigation requirements and the timing with the standard timeframe for the next irrigation event will be set. For the system according to the second embodiment of the present invention the readings from the root surrounded tensiometers and those in the isolated capsule will be compared at the regularly scheduled time intervals. There will always be a difference between them. When that difference substantially changes either way, if that signal conforms with the plant/crop growth stage calendar for the given locality and optionally corroborated by other means - then the change in the plant/crop growth stage will be considered established and taken into account. For the system according to the third embodiment the readings from the field reflectance measurement taking into account the spectral composition of said reflectance will be used to detect the plant/crop growth stage change and likewise will need to be confirmed by said plant/crop growth stage calendar. For the system according to the fourth embodiment the results from the field/crop smell test will be used to detect the plant/crop growth stage change and likewise will need to be confirmed by said plant/crop growth stage calendar. As the criticality of timing of the irrigation events and need for the water amounts delivered is very different for the various growth stages; accordingly the scheduling of the irrigation events will factor that in and the timeframe within which the scheduled irrigation event is to take place will be either narrowed or widened depending on the requirements for a particular said growth stage. In particular the special consideration will be given by the control system to the period of time when the current growth stage, whose duration is known, is expected to end. If the control system can anticipate a drastic change in the irrigation requirements it can adjust its operation on the last day of the current growth stage; either not scheduling an irrigation event when it knows that the water requirements are about to drop off precipitously or scheduling one if it knows of an imminent onset of the higher water requirements whose timely delivery is critical. This will help save the water and optimize the crop yield. Of course the control system can also be expected to take into account in its anticipatory determinations the other known factors currently being used, such as for example the local weather prognostications.

Claims

. Claims. What claimed is.
1. A control system for the determination of the amounts of water to be used and the required timings of the irrigation events, comprising a computer processing unit operatively connected for accepting input from at least one water-filled tensiometer installed in the ground and having suitable plant roots wrapped around it.
2. The system of claim 1 further comprising a generally vertical piece of pipe dug into the ground and filled with soil, wherein said piece of pipe has water permeable, root impermeable barrier at least on its top, with at least one tensiometer installed in said piece of pipe and operatively connected for input into said computer processing unit.
3. The control system of claim 2, which has the functionality for comparing the readings from at least one root-wrapped tensiometer and from at least one said piece of pipe installed tensiometer.
4. The control system of Claim 3 that has the functionality for upon detecting a substantially outside preceding average divergence in said readings, to check the pertinent electronic plant growth calendar for confirming the onset and identifying the new plant growth stage and to retrieve from storage and to apply the water requirement parameters suitable for said growth stage to the determination of the water amount needs and the timing of the irrigation events.
5. The control system for the determination of the amounts of water to be used and the required timings of the irrigation events comprising a computer processing unit, operatively connected for accepting input from at least one water-filled tensiometer installed in the ground, that has the functionality for comparing the reflectance measurements averages over a predetermined period of time with said reflectance's latest measurements.
6. The control system of Claim 5 that has the functionality for upon detecting a substantial deviation from the said reflectance measurement averages to check the pertinent electronic plant growth calendar for confirming the onset and identifying the new plant growth stage and to retrieve from storage and to apply the water requirement parameters suitable for said growth stage to the determination of the water amount needs and the timing of the irrigation events.
7. The control system for the determination of the amounts of water to be used and the required timings of the irrigation events comprising a computer processing unit, operatively connected for accepting input from at least one water-filled tensiometer installed in the ground, that has the functionality for accepting the smell test identification of a new plant/crop growth stage.
8. The control system of Claim 7 that has the functionality for upon receiving smell test identification of a new said growth stage to check the pertinent electronic plant growth calendar for confirming the onset and identity of the new plant growth stage and to retrieve from storage and to apply the water requirement parameters suitable for said growth stage to the determination of the water amount needs and the timing of the irrigation events.
PCT/IL2015/051012 2014-10-12 2015-10-11 System and method for determining watering needs for field or landscape irrigation WO2016059628A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201462062888P 2014-10-12 2014-10-12
US62/062,888 2014-10-12

Publications (1)

Publication Number Publication Date
WO2016059628A1 true WO2016059628A1 (en) 2016-04-21

Family

ID=55746226

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IL2015/051012 WO2016059628A1 (en) 2014-10-12 2015-10-11 System and method for determining watering needs for field or landscape irrigation

Country Status (1)

Country Link
WO (1) WO2016059628A1 (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110487741A (en) * 2019-08-22 2019-11-22 Oppo(重庆)智能科技有限公司 It irrigates information and determines method, apparatus and terminal device
WO2021000067A1 (en) 2019-06-29 2021-01-07 杭州多禧生物科技有限公司 Cell-binding molecule-tubulysin derivative conjugate and preparation method therefor
EP3888691A1 (en) 2016-11-14 2021-10-06 Hangzhou Dac Biotech Co., Ltd. Conjugation linkers, cell binding molecule-drug conjugates containing the likers, methods of making and uses such conjugates with the linkers
CN114414429A (en) * 2022-01-26 2022-04-29 中国农业科学院农田灌溉研究所 Construction method and application of corn water critical model based on biomass accumulation

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4396149A (en) * 1980-12-30 1983-08-02 Energy Management Corporation Irrigation control system
DE10047937C1 (en) * 2000-09-27 2002-04-11 Ums Umweltanalytische Mess Sys Determining ground water tension involves optical scanning of porous hydrophilic material to detect changes in reflection characteristics caused by varying ground water tension
US6752007B1 (en) * 2002-08-09 2004-06-22 The United States Of America As Represented By The United States Department Of Energy Horizontal advanced tensiometer
US20120006421A1 (en) * 2007-08-20 2012-01-12 Yissum Research Development Company Of The Hebrew University Of Jerusalem Irrigation control system
CN103053411A (en) * 2013-01-30 2013-04-24 新疆农业科学院粮食作物研究所 Method for screening drought-tolerant transgenic maize

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4396149A (en) * 1980-12-30 1983-08-02 Energy Management Corporation Irrigation control system
DE10047937C1 (en) * 2000-09-27 2002-04-11 Ums Umweltanalytische Mess Sys Determining ground water tension involves optical scanning of porous hydrophilic material to detect changes in reflection characteristics caused by varying ground water tension
US6752007B1 (en) * 2002-08-09 2004-06-22 The United States Of America As Represented By The United States Department Of Energy Horizontal advanced tensiometer
US20120006421A1 (en) * 2007-08-20 2012-01-12 Yissum Research Development Company Of The Hebrew University Of Jerusalem Irrigation control system
CN103053411A (en) * 2013-01-30 2013-04-24 新疆农业科学院粮食作物研究所 Method for screening drought-tolerant transgenic maize

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3888691A1 (en) 2016-11-14 2021-10-06 Hangzhou Dac Biotech Co., Ltd. Conjugation linkers, cell binding molecule-drug conjugates containing the likers, methods of making and uses such conjugates with the linkers
WO2021000067A1 (en) 2019-06-29 2021-01-07 杭州多禧生物科技有限公司 Cell-binding molecule-tubulysin derivative conjugate and preparation method therefor
CN110487741A (en) * 2019-08-22 2019-11-22 Oppo(重庆)智能科技有限公司 It irrigates information and determines method, apparatus and terminal device
CN114414429A (en) * 2022-01-26 2022-04-29 中国农业科学院农田灌溉研究所 Construction method and application of corn water critical model based on biomass accumulation
CN114414429B (en) * 2022-01-26 2023-08-08 中国农业科学院农田灌溉研究所 Building method and application of corn moisture critical model based on biomass accumulation

Similar Documents

Publication Publication Date Title
Gu et al. Irrigation scheduling approaches and applications: A review
Morillo et al. Toward precision irrigation for intensive strawberry cultivation
US9756797B2 (en) System and method for optimizing evapotranspiration based irrigation control using a moisture sensor
Guardiola‐Claramonte et al. Hydrologic effects of the expansion of rubber (Hevea brasiliensis) in a tropical catchment
US20200241579A1 (en) Systems and methods for planning crop irrigation
Shang et al. Application of a simulation based optimization model for winter wheat irrigation scheduling in North China
WO2016059628A1 (en) System and method for determining watering needs for field or landscape irrigation
US20190307087A1 (en) Plant growth control system
US9894849B2 (en) Prescribing a drip line for use in a field
US20170020091A1 (en) Method and System for Automated Data Analysis of Soil Moisture
WO2015038723A1 (en) Control of leaching and irrigation
Montazar et al. Crop coefficient curve for paddy rice from residual energy balance calculations
CN108739303A (en) A kind of automatic irrigation control method, server and computer readable storage medium
Maina et al. Effects of crop evapotranspiration estimation techniques and weather parameters on rice crop water requirement
Tian et al. Partitioning the causes of spatiotemporal variation in the sunny day sap flux density of a larch plantation on a hillslope in northwest China
Todorovic et al. Hydro-tech: An automated smart-tech decision support tool for eco-efficient irrigation management
JP2012170350A (en) Water-saving irrigation control system, and irrigation control method
JP2014057569A (en) Automatic watering system, automatic watering method, program, and controller for automatic watering
JP6715475B2 (en) Irrigation system, irrigation system controller, farm house
CN205229849U (en) Novel automatically, irrigate soil moisture controlling and monitoring ware
Kumar et al. Evaluation of IoT based smart drip irrigation and ETc based system for sweet corn
CN104360418A (en) Method for carrying out water feeding and fertilization by detecting weather and soil indexes
Todorovic et al. HYDRO-TECH: An integrated decision support system for sustainable irrigation management (i): Main algorithms and field testing
Rodríguez et al. New adaptive hybrid-automatic irrigation control system for soilless culture
Zapata et al. A simulation tool to optimize the management of modernized infrastructures in collective and on-farm irrigation systems

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 15849957

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 15849957

Country of ref document: EP

Kind code of ref document: A1