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SG10201902144RA - 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
SG10201902144RA
SG10201902144RA SG10201902144RA SG10201902144RA SG10201902144RA SG 10201902144R A SG10201902144R A SG 10201902144RA SG 10201902144R A SG10201902144R A SG 10201902144RA SG 10201902144R A SG10201902144R A SG 10201902144RA SG 10201902144R A SG10201902144R A SG 10201902144RA
Authority
SG
Singapore
Prior art keywords
soil
classification
types
soil types
Prior art date
Application number
SG10201902144RA
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 And 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 And Dev Board, Nat Univ Singapore filed Critical Housing And Dev Board
Priority to SG10201902144RA priority Critical patent/SG10201902144RA/en
Priority to JP2021521985A priority patent/JP7225502B2/en
Priority to CN202080006600.2A priority patent/CN113167780A/en
Priority to KR1020217016535A priority patent/KR102655527B1/en
Priority to PCT/SG2020/050117 priority patent/WO2020185157A1/en
Priority to SG11202104747VA priority patent/SG11202104747VA/en
Publication of SG10201902144RA publication Critical patent/SG10201902144RA/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)
  • Immunology (AREA)
  • Pathology (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Multimedia (AREA)
  • Medicinal Chemistry (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Remote Sensing (AREA)
  • Geology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Food Science & Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Environmental & Geological Engineering (AREA)
  • Software Systems (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Electrochemistry (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)
SG10201902144RA 2019-03-11 2019-03-11 Apparatus, system and method for classification of soil and soil types SG10201902144RA (en)

Priority Applications (6)

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
JP2021521985A JP7225502B2 (en) 2019-03-11 2020-03-09 Apparatus, system, method and computer readable medium for soil and soil type classification
CN202080006600.2A CN113167780A (en) 2019-03-11 2020-03-09 Apparatus, system and method for classification of soils and soil types
KR1020217016535A KR102655527B1 (en) 2019-03-11 2020-03-09 Devices, systems and methods for classification of soils 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
SG11202104747VA SG11202104747VA (en) 2019-03-11 2020-03-09 Apparatus, system and method for classification of soil and soil types

Applications Claiming Priority (1)

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

Publications (1)

Publication Number Publication Date
SG10201902144RA true SG10201902144RA (en) 2020-10-29

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 After (1)

Application Number Title Priority Date Filing Date
SG11202104747VA SG11202104747VA (en) 2019-03-11 2020-03-09 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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* Cited by examiner, † Cited by third party
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CN112577999B (en) * 2020-12-14 2025-03-07 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) An integrated real-time monitoring and evaluation system for seawater intrusion and soil salinization
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
CN113884540B (en) * 2021-06-21 2024-09-03 中国水利水电科学研究院 Device and method for rapidly detecting mud content of cemented sand gravel sand material
CN114067113B (en) * 2021-11-08 2024-10-29 广西壮族自治区林业科学研究院 Soil big data analysis method and device based on physicochemical condition correction
CN114215035A (en) * 2021-12-23 2022-03-22 同济大学 Static sounding probe combined with TDR technology, detection system and measurement method
WO2023240175A1 (en) 2022-06-08 2023-12-14 S4 Mobile Laboratories, LLC Method and apparatus for detecting chemical compounds in soil
CN115343442B (en) * 2022-07-29 2025-04-08 浙江和宸环保科技有限公司 Device and method for monitoring soil multiple parameters
CN117074403B (en) * 2023-08-17 2024-05-28 宁夏大学 A device for automatically extracting soil moisture and salt information
CN117686686B (en) * 2023-12-13 2024-06-21 水利部交通运输部国家能源局南京水利科学研究院 System and method for monitoring clay shrinkage crack development in drought environment
CN117890394A (en) * 2024-03-14 2024-04-16 中铁七局集团第三工程有限公司 Shield cutterhead mud cake detection device and detection method

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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
EP1203955A4 (en) * 1999-07-08 2003-07-02 Omron Tateisi Electronics Co Soil measuring instrument, soil measurement assisting device and method, recorded medium on which 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
BR112017010190A2 (en) * 2014-11-14 2018-02-06 Pioneer Hi Bred Int feature measurement system, measurement method
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 An online measurement method of salinity in saline-alkali soil
CN107208478A (en) * 2015-02-20 2017-09-26 哈里伯顿能源服务公司 The classification of grain graininess and distribution of shapes in drilling fluid
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 Deep Convolutional Neural Networks Combined with Morphology to Detect Image Changes
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CN109297963A (en) * 2018-10-12 2019-02-01 湖南农业大学 Soil image acquisition equipment, soil moisture content detection system and detection method

Also Published As

Publication number Publication date
WO2020185157A1 (en) 2020-09-17
JP7225502B2 (en) 2023-02-21
SG11202104747VA (en) 2021-06-29
KR20210112301A (en) 2021-09-14
CN113167780A (en) 2021-07-23
KR102655527B1 (en) 2024-04-09
JP2022524673A (en) 2022-05-10

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