SG11202104747VA - Apparatus, system and method for classification of soil and soil types - Google Patents

Apparatus, system and method for classification of soil and soil types

Info

Publication number
SG11202104747VA
SG11202104747VA SG11202104747VA SG11202104747VA SG11202104747VA SG 11202104747V A SG11202104747V A SG 11202104747VA SG 11202104747V A SG11202104747V A SG 11202104747VA SG 11202104747V A SG11202104747V A SG 11202104747VA SG 11202104747V A SG11202104747V A SG 11202104747VA
Authority
SG
Singapore
Prior art keywords
soil
classification
types
soil types
Prior art date
Application number
SG11202104747VA
Inventor
Kok Eng Chua
Tan Si En Danette
Soon Hoe Chew
Juan Wei Koh
You Jin Eugene Aw
Hor Mun Audrey Yim
Original Assignee
Housing & Dev Board
Nat Univ Singapore
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 Housing & Dev Board, Nat Univ Singapore filed Critical Housing & Dev Board
Publication of SG11202104747VA publication Critical patent/SG11202104747VA/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
    • G01N27/00—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means
    • G01N27/02—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance
    • G01N27/04—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance by investigating resistance
    • G01N27/041—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance by investigating resistance of a solid body
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N27/00—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means
    • G01N27/02—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance
    • G01N27/04—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance by investigating resistance
    • G01N27/12—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance by investigating resistance of a solid body in dependence upon absorption of a fluid; of a solid body in dependence upon reaction with a fluid, for detecting components in the fluid
    • G01N27/121—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating impedance by investigating resistance of a solid body in dependence upon absorption of a fluid; of a solid body in dependence upon reaction with a fluid, for detecting components in the fluid for determining moisture content, e.g. humidity, of the fluid
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • G06T7/41—Analysis of texture based on statistical description of texture
    • G06T7/45—Analysis of texture based on statistical description of texture using co-occurrence matrix computation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/56—Extraction of image or video features relating to colour
    • 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
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30181—Earth observation
    • G06T2207/30188—Vegetation; Agriculture

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Immunology (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Environmental & Geological Engineering (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geology (AREA)
  • Remote Sensing (AREA)
  • Molecular Biology (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Electrochemistry (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Investigating Or Analyzing Materials By The Use Of Electric Means (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
SG11202104747VA 2019-03-11 2020-03-09 Apparatus, system and method for classification of soil and soil types SG11202104747VA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SG10201902144RA SG10201902144RA (en) 2019-03-11 2019-03-11 Apparatus, system and method for classification of soil and soil types
PCT/SG2020/050117 WO2020185157A1 (en) 2019-03-11 2020-03-09 Apparatus, system and method for classification of soil and soil types

Publications (1)

Publication Number Publication Date
SG11202104747VA true SG11202104747VA (en) 2021-06-29

Family

ID=72425929

Family Applications (2)

Application Number Title Priority Date Filing Date
SG10201902144RA SG10201902144RA (en) 2019-03-11 2019-03-11 Apparatus, system and method for classification of soil and soil types
SG11202104747VA SG11202104747VA (en) 2019-03-11 2020-03-09 Apparatus, system and method for classification of soil and soil types

Family Applications Before (1)

Application Number Title Priority Date Filing Date
SG10201902144RA SG10201902144RA (en) 2019-03-11 2019-03-11 Apparatus, system and method for classification of soil and soil types

Country Status (5)

Country Link
JP (1) JP7225502B2 (en)
KR (1) KR102655527B1 (en)
CN (1) CN113167780A (en)
SG (2) SG10201902144RA (en)
WO (1) WO2020185157A1 (en)

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CN112577999A (en) * 2020-12-14 2021-03-30 山东省海洋资源与环境研究院(山东省海洋环境监测中心、山东省水产品质量检验中心) Seawater invasion and soil salinization integrated real-time monitoring and evaluation system
CN112816663B (en) * 2021-02-02 2023-01-10 陆相荣 Method and device for monitoring soil water content of yellow river dam in flood control project
CA3129016A1 (en) * 2021-04-07 2022-10-07 Queen's University At Kingston Automatic classification of excavation materials
CN113884540A (en) * 2021-06-21 2022-01-04 中国水利水电科学研究院 Rapid detection device and detection method for mud content of cemented gravel sand material
CN114215035A (en) * 2021-12-23 2022-03-22 同济大学 Static sounding probe combined with TDR technology, detection system and measurement method
US20230400408A1 (en) * 2022-06-08 2023-12-14 S4 Mobile Laboratories, LLC Method And Apparatus For Mapping Distribution of Chemical Compounds in Soil
CN117074403B (en) * 2023-08-17 2024-05-28 宁夏大学 Automatic extraction element of soil moisture salinity information
CN117890394A (en) * 2024-03-14 2024-04-16 中铁七局集团第三工程有限公司 Device and method for detecting mud cake of shield cutter head

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JPS547948B2 (en) * 1972-08-11 1979-04-11
JP3547948B2 (en) 1997-08-26 2004-07-28 農工大ティー・エル・オー株式会社 Soil measurement tool, soil measurement robot and other related devices and methods
JP3451535B2 (en) * 1997-09-02 2003-09-29 オムロン株式会社 Soil optical property measurement device
US6570999B1 (en) * 1998-08-17 2003-05-27 Ag-Chem Equipment Co., Inc. Soil particle and soil analysis system
US6937939B1 (en) * 1999-07-08 2005-08-30 Tokyo University Of Agriculture And Technology Tlo Co., Ltd. Soil measuring instrument, soil measurement assisting device and method, recorded medium on which a program is recorded, recorded medium on which data is recorded, application amount controller, application amount determining device, method for them, and farm working determination assisting system
JP4627507B2 (en) * 1999-07-08 2011-02-09 農工大ティー・エル・オー株式会社 Spray amount control device and method, spray amount determination device and system, and recording medium
US6317694B1 (en) * 2000-08-24 2001-11-13 The United States Of America As Represented By The Secretary Of The Navy Method and apparatus for selecting a sand pack mesh for a filter pack and a well casing slot size for a well
US6853937B2 (en) * 2001-07-06 2005-02-08 Tokyo University Of Agriculture And Technology Tlo Co., Ltd. Soil characteristics survey device and soil characteristics survey method
JP4333165B2 (en) 2003-03-04 2009-09-16 トヨタ自動車株式会社 Soil condition judgment method
JP2010047938A (en) * 2008-08-20 2010-03-04 Kansai Electric Power Co Inc:The Method and system for evaluating ground
CN202794042U (en) * 2012-05-25 2013-03-13 浙江大学 Device for quickly and preliminarily judging soil type through panoramic annulus photographic method
US9147110B2 (en) 2013-04-05 2015-09-29 Pioneer Hi-Bred International, Inc. Field and crop evaluation tool and methods of use
CN104200230B (en) * 2014-09-11 2018-04-27 哈尔滨工业大学 A kind of soil soil property recognition methods based on wavelet transformation and svm classifier
US20180292339A1 (en) 2014-11-14 2018-10-11 Pioneer Hi-Bred International, Inc. Systems and methods for high resolution plant root zone soil mapping and crop modeling
CN104634943B (en) * 2015-01-22 2016-11-16 中国科学院东北地理与农业生态研究所 A kind of On-line Measuring Method of salinized soil salinity
US9651468B2 (en) * 2015-02-20 2017-05-16 Halliburton Energy Services, Inc. Classifying particle size and shape distribution in drilling fluids
CN107957516A (en) * 2017-12-07 2018-04-24 浙江省化工工程地质勘察院 The measuring method and device of a kind of soil resistivity
CN108548959A (en) * 2018-02-09 2018-09-18 湖南省气象灾害防御技术中心（湖南省防雷中心） A kind of soil resistivity measurement method and the method for analyzing soil fertility status
CN108805863B (en) * 2018-05-02 2022-02-22 南京工程学院 Method for detecting image change by combining deep convolutional neural network with morphology
JP7137801B2 (en) 2018-09-06 2022-09-15 株式会社安藤・間 SOIL IMPROVEMENT DETERMINATION DEVICE AND FORMAT REMOVAL METHOD
CN109297963A (en) * 2018-10-12 2019-02-01 湖南农业大学 Soil image acquisition equipment, soil water-containing amount detection systems and detection method

Also Published As

Publication number Publication date
JP7225502B2 (en) 2023-02-21
KR20210112301A (en) 2021-09-14
WO2020185157A1 (en) 2020-09-17
CN113167780A (en) 2021-07-23
SG10201902144RA (en) 2020-10-29
JP2022524673A (en) 2022-05-10
KR102655527B1 (en) 2024-04-09

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