PE20221860A1 - Sistemas y metodos para predecir la presion de plagas utilizando caracteristicas geoespaciales y aprendizaje automatico - Google Patents

Sistemas y metodos para predecir la presion de plagas utilizando caracteristicas geoespaciales y aprendizaje automatico

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Publication number
PE20221860A1
PE20221860A1 PE2022001889A PE2022001889A PE20221860A1 PE 20221860 A1 PE20221860 A1 PE 20221860A1 PE 2022001889 A PE2022001889 A PE 2022001889A PE 2022001889 A PE2022001889 A PE 2022001889A PE 20221860 A1 PE20221860 A1 PE 20221860A1
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PE
Peru
Prior art keywords
pest pressure
pest
geographic location
machine learning
methods
Prior art date
Application number
PE2022001889A
Other languages
English (en)
Inventor
Sukhvinder Singh
Sara Catherine Sterling
Simon Bridge Barratt
Ruixue Gong
Wandi Lin
Sai Anirudh Mandagondi
Cassandra Pallai
Ross Joseph Putterman
Original Assignee
Fmc Corp
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
Priority claimed from US17/081,263 external-priority patent/US11257265B2/en
Priority claimed from US17/081,361 external-priority patent/US20210279639A1/en
Application filed by Fmc Corp filed Critical Fmc Corp
Publication of PE20221860A1 publication Critical patent/PE20221860A1/es

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/901—Indexing; Data structures therefor; Storage structures
    • G06F16/9024—Graphs; Linked lists
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01M—CATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M1/00—Stationary means for catching or killing insects
    • A01M1/02—Stationary means for catching or killing insects with devices or substances, e.g. food, pheronones attracting the insects
    • A01M1/026—Stationary means for catching or killing insects with devices or substances, e.g. food, pheronones attracting the insects combined with devices for monitoring insect presence, e.g. termites
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29—Geographical information databases
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/451—Execution arrangements for user interfaces
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06311—Scheduling, planning or task assignment for a person or group
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/02—Agriculture; Fishing; Forestry; Mining
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/20—Drawing from basic elements, e.g. lines or circles
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Marketing (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Databases & Information Systems (AREA)
  • Pest Control & Pesticides (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Development Economics (AREA)
  • Data Mining & Analysis (AREA)
  • Game Theory and Decision Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Mining & Mineral Resources (AREA)
  • Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Agronomy & Crop Science (AREA)
  • Animal Husbandry (AREA)
  • Marine Sciences & Fisheries (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Environmental Sciences (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Remote Sensing (AREA)
  • Insects & Arthropods (AREA)
  • Signal Processing (AREA)
  • Artificial Intelligence (AREA)
  • Educational Administration (AREA)
  • Evolutionary Computation (AREA)

Abstract

Se proporcionan un sistema y metodos para predecir presiones de plagas futuras. Un dispositivo informatico de prediccion de presion de plagas incluye una memoria y un procesador acoplado comunicativamente a la memoria. El procesador esta programado para recibir datos de trampa para una pluralidad de trampas para plagas en una ubicacion geografica, recibir datos meteorologicos para la ubicacion geografica, recibir datos de imagen para la ubicacion geografica, identificar al menos una caracteristica geoespacial dentro o cerca de la ubicacion geografica, aplicar un algoritmo de aprendizaje automatico a los datos de trampa, los datos meteorologicos, los datos de imagen y la al menos una caracteristica geoespacial identificada para identificar una correlacion entre la presion de plagas y la al menos una caracteristica geoespacial, y generar presiones de plagas futuras previstas para la ubicacion geografica basandose al menos en la correlacion identificada entre la presion de plagas y la al menos una caracteristica geoespacial.
PE2022001889A 2020-03-04 2021-03-04 Sistemas y metodos para predecir la presion de plagas utilizando caracteristicas geoespaciales y aprendizaje automatico PE20221860A1 (es)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US202062984885P 2020-03-04 2020-03-04
US202062984881P 2020-03-04 2020-03-04
US17/081,263 US11257265B2 (en) 2020-03-04 2020-10-27 Systems and methods for pest pressure heat maps
US17/081,361 US20210279639A1 (en) 2020-03-04 2020-10-27 Systems and methods for predicting pest pressure using geospatial features and machine learning
PCT/US2021/020809 WO2021178626A1 (en) 2020-03-04 2021-03-04 Systems and methods for predicting pest pressure using geospatial features and machine learning

Publications (1)

Publication Number Publication Date
PE20221860A1 true PE20221860A1 (es) 2022-11-30

Family

ID=77613727

Family Applications (2)

Application Number Title Priority Date Filing Date
PE2022001890A PE20221861A1 (es) 2020-03-04 2021-03-04 Sistemas y metodos para mapas de calor de presion de plagas
PE2022001889A PE20221860A1 (es) 2020-03-04 2021-03-04 Sistemas y metodos para predecir la presion de plagas utilizando caracteristicas geoespaciales y aprendizaje automatico

Family Applications Before (1)

Application Number Title Priority Date Filing Date
PE2022001890A PE20221861A1 (es) 2020-03-04 2021-03-04 Sistemas y metodos para mapas de calor de presion de plagas

Country Status (11)

Country Link
EP (2) EP4115367A1 (es)
JP (3) JP2023516294A (es)
CN (3) CN116975377A (es)
AU (3) AU2021231977B2 (es)
BR (2) BR112022017596A2 (es)
CA (2) CA3174476A1 (es)
CO (2) CO2022014097A2 (es)
MX (2) MX2022010924A (es)
PE (2) PE20221861A1 (es)
WO (2) WO2021178626A1 (es)
ZA (2) ZA202209827B (es)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GR1010544B (el) * 2022-11-10 2023-09-14 Οικοαναπτυξη Ανωνυμη Εταιρια, Συστημα και μεθοδος προβλεψης παρουσιας/απουσιας για τα τρια γενη προνυμφων (culex, aedes, anopheles) στις εστιες αναπαραγωγης
CN117272028B (zh) * 2023-10-19 2024-01-26 中国铁塔股份有限公司吉林省分公司 基于物联网态势感知的虫情监测方法及系统

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3007969B1 (ja) * 1999-02-24 2000-02-14 農林水産省農業工学研究所長 土壌生物の密度探知法
US7656300B2 (en) 2003-06-16 2010-02-02 Rønnau Development ApS Pest control system
US7856370B2 (en) * 2007-06-15 2010-12-21 Saama Technologies, Inc. Method and system for displaying predictions on a spatial map
BR112013009401A2 (pt) 2010-10-17 2016-07-26 Purdue Research Foundation monitoração automática de populações de insetos
US20150025926A1 (en) 2013-07-17 2015-01-22 O & B Marketing, LLC Systems and methods for enhanced use of data in agriculture management
US9813512B2 (en) 2015-04-20 2017-11-07 Agverdict, Inc. Systems and methods for efficiently generating a geospatial data map for use in agricultural operations
TWM525505U (zh) * 2016-04-01 2016-07-11 Sinyi Realty Inc 區域災害的呈現裝置
ES2890727T3 (es) 2017-11-13 2022-01-21 Efos D O O Método, sistema y programa informático para realizar un pronóstico de plagas
US11582963B2 (en) * 2018-04-25 2023-02-21 Terrier Technologies, Llc Flying insect light trap monitoring system
CN110235873B (zh) * 2019-06-26 2021-11-26 北京农业智能装备技术研究中心 一种农林有害昆虫虫情自动监测预报系统

Also Published As

Publication number Publication date
AU2021231977B2 (en) 2023-11-09
PE20221861A1 (es) 2022-11-30
CO2022014103A2 (es) 2022-10-21
CA3174476A1 (en) 2021-09-10
ZA202209827B (en) 2024-01-31
BR112022017596A2 (pt) 2022-10-18
AU2023219976A1 (en) 2023-09-14
EP4115367A1 (en) 2023-01-11
CN115244553A (zh) 2022-10-25
BR112022017603A2 (pt) 2022-10-18
MX2022010924A (es) 2022-09-29
JP2023156493A (ja) 2023-10-24
AU2021231977A1 (en) 2022-10-20
MX2022010923A (es) 2022-09-29
CN116975377A (zh) 2023-10-31
AU2021230335A1 (en) 2022-10-13
WO2021178622A1 (en) 2021-09-10
CA3174472C (en) 2024-01-30
JP2023509230A (ja) 2023-03-07
CA3174472A1 (en) 2021-09-10
WO2021178626A1 (en) 2021-09-10
CN115210732B (zh) 2023-08-25
CN115210732A (zh) 2022-10-18
EP4115366A1 (en) 2023-01-11
ZA202209828B (en) 2024-01-31
JP7338074B2 (ja) 2023-09-04
CO2022014097A2 (es) 2022-10-31
JP2023516294A (ja) 2023-04-19

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