WO2023031252A3 - Method and system for turf care - Google Patents

Method and system for turf care Download PDF

Info

Publication number
WO2023031252A3
WO2023031252A3 PCT/EP2022/074170 EP2022074170W WO2023031252A3 WO 2023031252 A3 WO2023031252 A3 WO 2023031252A3 EP 2022074170 W EP2022074170 W EP 2022074170W WO 2023031252 A3 WO2023031252 A3 WO 2023031252A3
Authority
WO
WIPO (PCT)
Prior art keywords
soil
care
measured
sensors
environment parameters
Prior art date
Application number
PCT/EP2022/074170
Other languages
German (de)
French (fr)
Other versions
WO2023031252A2 (en
Inventor
Markus Oles
Meinolf Haarhaus
Andreas Rittinghaus
Mike Auer
Original Assignee
Markus Oles
Meinolf Haarhaus
Andreas Rittinghaus
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 Markus Oles, Meinolf Haarhaus, Andreas Rittinghaus filed Critical Markus Oles
Publication of WO2023031252A2 publication Critical patent/WO2023031252A2/en
Publication of WO2023031252A3 publication Critical patent/WO2023031252A3/en

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/24—Earth materials
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/24—Earth materials
    • G01N33/246—Earth materials for water content
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G25/00—Watering gardens, fields, sports grounds or the like
    • A01G25/16—Control of watering
    • A01G25/167—Control by humidity of the soil itself or of devices simulating soil or of the atmosphere; Soil humidity sensors
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00—Measuring of physical parameters relating to sporting activity
    • A63B2220/70—Measuring or simulating ambient conditions, e.g. weather, terrain or surface conditions
    • A63B2220/72—Temperature
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00—Measuring of physical parameters relating to sporting activity
    • A63B2220/70—Measuring or simulating ambient conditions, e.g. weather, terrain or surface conditions
    • A63B2220/75—Humidity
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00—Measuring of physical parameters relating to sporting activity
    • A63B2220/80—Special sensors, transducers or devices therefor
    • A63B2220/83—Special sensors, transducers or devices therefor characterised by the position of the sensor
    • A63B2220/833—Sensors arranged on the exercise apparatus or sports implement
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2225/00—Miscellaneous features of sport apparatus, devices or equipment
    • A63B2225/50—Wireless data transmission, e.g. by radio transmitters or telemetry
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B57/00—Golfing accessories
    • A63B57/40—Golf cups or holes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/096—Transfer learning

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Food Science & Technology (AREA)
  • Analytical Chemistry (AREA)
  • Geology (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Environmental & Geological Engineering (AREA)
  • Medicinal Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • Remote Sensing (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Cultivation Of Plants (AREA)
  • Road Paving Structures (AREA)

Abstract

The invention relates to a computer-aided method for turf care, wherein a plurality of soil and environment parameters is measured by means of sensors (7, 8, 9, 10, 11) and wherein care measures are derived from the soil and environment parameters and are initiated. The invention addresses the problem of providing an approach by which economical, comprehensive and effective turf care can be achieved using technical means. For this purpose, according to the invention the soil and environment parameters measured at different times are stored in a database (6) in the form of time series, and the care measures are derived, by means of artificial intelligence, from the measured parameters and from the variation of the measured parameters over time. The invention also relates to a system for supporting turf care, comprising at least one computer (5), at least one database (6), and a plurality of sensors (7, 8, 9, 10, 11) for measuring soil and environment parameters, the sensors being wired to or wirelessly connected to the computer (5). Furthermore, the invention relates to an insert (21) for a golf hole, comprising a ball-receiving cup (22) which can be inserted into the golf hole and which is open at the top.
PCT/EP2022/074170 2021-09-02 2022-08-31 Method and system for turf care WO2023031252A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
DE102021122711.9A DE102021122711A1 (en) 2021-09-02 2021-09-02 Lawn maintenance method and system
DE102021122711.9 2021-09-02

Publications (2)

Publication Number Publication Date
WO2023031252A2 WO2023031252A2 (en) 2023-03-09
WO2023031252A3 true WO2023031252A3 (en) 2023-04-27

Family

ID=83438940

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/EP2022/074170 WO2023031252A2 (en) 2021-09-02 2022-08-31 Method and system for turf care

Country Status (2)

Country Link
DE (1) DE102021122711A1 (en)
WO (1) WO2023031252A2 (en)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3252554A1 (en) * 2015-01-29 2017-12-06 Positec Power Tools (Suzhou) Co., Ltd Intelligent horticulture system and external device in communication therewith
US20210200784A1 (en) * 2019-12-31 2021-07-01 Hao Zhou Regionalized lawn maintenance management system and method

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10728336B2 (en) 2016-03-04 2020-07-28 Sabrina Akhtar Integrated IoT (Internet of Things) system solution for smart agriculture management
US11432470B2 (en) 2017-12-01 2022-09-06 Sony Group Corporation Information processing apparatus, information processing method, and vegetation management system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3252554A1 (en) * 2015-01-29 2017-12-06 Positec Power Tools (Suzhou) Co., Ltd Intelligent horticulture system and external device in communication therewith
US20210200784A1 (en) * 2019-12-31 2021-07-01 Hao Zhou Regionalized lawn maintenance management system and method

Also Published As

Publication number Publication date
DE102021122711A1 (en) 2023-03-02
WO2023031252A2 (en) 2023-03-09

Similar Documents

Publication Publication Date Title
La Menza et al. Is soybean yield limited by nitrogen supply?
Battisti et al. Inter-comparison of performance of soybean crop simulation models and their ensemble in southern Brazil
RU2699005C2 (en) System and method of controlling machines for randomisation and repetition of preset modes of agricultural resource application
Wang et al. Phenological trends of winter wheat in response to varietal and temperature changes in the North China Plain
Antunes et al. Influence of commercial inoculation with Glomus intraradices on the structure and functioning of an AM fungal community from an agricultural site
CN106028792A (en) Method and system for crop management
Hacisalihoglu et al. Quantitative trait loci associated with soybean seed weight and composition under different phosphorus levels
UA121377C2 (en) Compositions and methods for improving lettuce production
Chen et al. Characterizing the dynamics of cone production for longleaf pine forests in the southeastern United States
Zhang et al. Incorporation of soil bulk density in simulating root distribution of winter wheat and maize in two contrasting soils
Reen et al. Yield response in chickpea cultivars and wheat following crop rotations affecting population densities of Pratylenchus thornei and arbuscular mycorrhizal fungi
Bose et al. Genotype by Environment interaction and stability analysis for rice genotypes under Boro condition
WO2023031252A3 (en) Method and system for turf care
Mirschel et al. Dynamic phenological model for winter rye and winter barley
Vilayvong et al. Evaluation of CSM-CERES-Rice in simulating the response of lowland rice cultivars to nitrogen application
CN105123301B (en) A kind of Forecasting Methodology of soil tobacco black shank morbidity potentiality
Smaill et al. Multi-rotation impacts of increased organic matter removal in planted forests
Borua et al. A study on the knowledge level and extent of adoption of selected technology by rural youth trained in KVK of AAU in Assam
Übelhör et al. Evaluation of the CROPGRO model for white cabbage production under temperate European climate conditions
CN206876697U (en) For observing the experimental rig of crop root growth distribution and subteranean animal activity
HUANG et al. Dynamic analysis of biomass accumulation and partition in different yield level soybeans
JP5076114B2 (en) Citrus moisture control cultivation method and citrus moisture stress measuring instrument
CN206132035U (en) Tree -like measuring device of fruit tree
Lee A collection of three independent studies: investigating the impact of starter fertilizer on maize growth & development, validating an alternative root study method, and testing the efficacy of biostimulants in maize production
CN109033539A (en) The calculation method influenced based on plant growth mechanism model separation key factor pair crop phenology

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: 22776875

Country of ref document: EP

Kind code of ref document: A2

WWE Wipo information: entry into national phase

Ref document number: 2022776875

Country of ref document: EP

NENP Non-entry into the national phase

Ref country code: DE

ENP Entry into the national phase

Ref document number: 2022776875

Country of ref document: EP

Effective date: 20240402