MX2020014001A - Asignacion automatica de hibridos o semillas a campos para siembra. - Google Patents

Asignacion automatica de hibridos o semillas a campos para siembra.

Info

Publication number
MX2020014001A
MX2020014001A MX2020014001A MX2020014001A MX2020014001A MX 2020014001 A MX2020014001 A MX 2020014001A MX 2020014001 A MX2020014001 A MX 2020014001A MX 2020014001 A MX2020014001 A MX 2020014001A MX 2020014001 A MX2020014001 A MX 2020014001A
Authority
MX
Mexico
Prior art keywords
values
assignments
products
fields
yield
Prior art date
Application number
MX2020014001A
Other languages
English (en)
Inventor
Timothy Reich
Matthew Sorge
Xiao Yang
Tonya Ehlmann
Jason Bull
Yao Xie
Nikisha Shah
Original Assignee
Climate Llc
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 Climate Llc filed Critical Climate Llc
Publication of MX2020014001A publication Critical patent/MX2020014001A/es

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01B—SOIL WORKING IN AGRICULTURE OR FORESTRY; PARTS, DETAILS, OR ACCESSORIES OF AGRICULTURAL MACHINES OR IMPLEMENTS, IN GENERAL
    • A01B79/00—Methods for working soil
    • A01B79/005—Precision agriculture
    • 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
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • 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
    • 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
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • 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
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/20—Point-of-sale [POS] network systems
    • 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
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01C—PLANTING; SOWING; FERTILISING
    • A01C21/00—Methods of fertilising, sowing or planting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • Marketing (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Tourism & Hospitality (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Accounting & Taxation (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Quality & Reliability (AREA)
  • Development Economics (AREA)
  • Operations Research (AREA)
  • Finance (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Game Theory and Decision Science (AREA)
  • Soil Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Computational Linguistics (AREA)
  • Environmental Sciences (AREA)
  • Agronomy & Crop Science (AREA)
  • Animal Husbandry (AREA)
  • Marine Sciences & Fisheries (AREA)
  • Mining & Mineral Resources (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Educational Administration (AREA)

Abstract

Se proporcionan técnicas para asignar productos híbridos o productos de semillas a los campos agrícolas con un rendimiento de producción óptima. En una modalidad, un método comprende recibir conjuntos de datos que especifican campos agrícolas e inventarios de productos híbridos o productos de semillas; obtener datos de ingreso que comprenden los valores de madurez relativos, los valores históricos de rendimiento y los valores medios de rendimiento para las regiones; calcular pares de conjuntos de datos que consisten de permutaciones de asignaciones de producto y asignaciones inversas correspondientes de productos y campos; ingresar las características especificadas de los pares de conjuntos de datos a un modelo con capacitación de aprendizaje de la máquina para producir valores de POS para cada una de las asignaciones de producto y su asignación inversa correspondiente; mezclar los valores de POS con datos de clasificación de campo que utilizan un modelo de investigación de operaciones para resultar en crear y almacenar valores de puntuación para cada una de las asignaciones de producto y las asignaciones inversas correspondientes; generar y provocar mostrar al menos las asignaciones de producto en una pantalla de interfaz gráfica de usuario de un dispositivo de cómputo del cliente.
MX2020014001A 2018-07-02 2019-07-01 Asignacion automatica de hibridos o semillas a campos para siembra. MX2020014001A (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862693245P 2018-07-02 2018-07-02
US16/042,015 US20200005166A1 (en) 2018-07-02 2018-07-23 Automatically assigning hybrids or seeds to fields for planting
PCT/US2019/040073 WO2020009966A1 (en) 2018-07-02 2019-07-01 Automatically assigning hybrids or seeds to fields for planting

Publications (1)

Publication Number Publication Date
MX2020014001A true MX2020014001A (es) 2021-03-25

Family

ID=69055305

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2020014001A MX2020014001A (es) 2018-07-02 2019-07-01 Asignacion automatica de hibridos o semillas a campos para siembra.

Country Status (9)

Country Link
US (1) US20200005166A1 (es)
EP (1) EP3818490A4 (es)
CN (1) CN112585643A (es)
AR (1) AR115686A1 (es)
AU (1) AU2019299229A1 (es)
BR (1) BR112020025113A2 (es)
CA (1) CA3103278A1 (es)
MX (1) MX2020014001A (es)
WO (1) WO2020009966A1 (es)

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US11861737B1 (en) * 2018-08-31 2024-01-02 Climate Llc Hybrid seed supply management based on prescription of hybrid seed placement
US20200202458A1 (en) * 2018-12-24 2020-06-25 The Climate Corporation Predictive seed scripting for soybeans
JP7314825B2 (ja) * 2020-02-07 2023-07-26 横河電機株式会社 予測装置、予測システム、及び予測方法
BR112022019684A2 (pt) * 2020-04-03 2022-11-22 Basf Agro Trademarks Gmbh Método implementado por computador para verificar e/ou corrigir dados geográficos do mapa, uso de um método para verificar e/ou corrigir dados geográficos do mapa, sistema para verificar e/ou corrigir dados geográficos do mapa e elemento de programa de computador
US11768945B2 (en) * 2020-04-07 2023-09-26 Allstate Insurance Company Machine learning system for determining a security vulnerability in computer software
US20220076792A1 (en) * 2020-09-08 2022-03-10 Oms Investments, Inc. Methods for treating growing media containing persistent herbicides
US11538076B1 (en) 2020-11-23 2022-12-27 Cigna Intellectual Property, Inc. Machine learning systems for computer generation of automated recommendation outputs
WO2022200545A1 (en) * 2021-03-26 2022-09-29 Basf Agro Trademarks Gmbh Method and system for generating a crop agronomy prediction
WO2022243350A1 (en) * 2021-05-19 2022-11-24 Basf Agro Trademarks Gmbh Method for generating a zone specific application map for treating an agricultural field with products
US11899006B2 (en) * 2022-02-22 2024-02-13 Trace Genomics, Inc. Precision farming system with scaled soil characteristics
US20230380329A1 (en) * 2022-05-31 2023-11-30 Climate Llc Systems and methods for use in planting seeds in growing spaces
CN117054354B (zh) * 2023-10-12 2024-03-05 云南省林业和草原科学院 一种便携式种子成熟度光谱检测系统及装置

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US6691135B2 (en) * 2002-03-20 2004-02-10 Deere & Company Method and system for automated tracing of an agricultural product
US20060282467A1 (en) * 2005-06-10 2006-12-14 Pioneer Hi-Bred International, Inc. Field and crop information gathering system
US20060282228A1 (en) * 2005-06-10 2006-12-14 Pioneer Hi-Bred International, Inc. Method and system for use of environmental classification in precision farming
CN103208048B (zh) * 2013-04-22 2016-09-21 天津市农业技术推广站 一种用于农业信息服务平台的系统架构
US10667456B2 (en) * 2014-09-12 2020-06-02 The Climate Corporation Methods and systems for managing agricultural activities
IL239702A (en) * 2015-06-29 2016-09-29 Equi-Nom Ltd Produce hybrid seed collections using natural pollination
EP3276544A1 (en) * 2016-07-29 2018-01-31 Accenture Global Solutions Limited Precision agriculture system
WO2016134341A1 (en) * 2015-02-20 2016-08-25 Iteris, Inc. Modeling of soil compaction and structural capacity for field trafficability by agricultural equipment from diagnosis and prediction of soil and weather conditions associated with user-provided feedback
BR112017026437B1 (pt) * 2015-06-08 2022-01-18 The Climate Corporation Sistema de computador e método implantado por computador para monitorar operações de um ou mais campos
US10251347B2 (en) * 2016-01-07 2019-04-09 The Climate Corporation Generating digital models of crop yield based on crop planting dates and relative maturity values
US10263933B2 (en) * 2016-05-17 2019-04-16 Google Llc Incorporating selectable application links into message exchange threads
US10028451B2 (en) * 2016-11-16 2018-07-24 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones
US10398096B2 (en) * 2016-11-16 2019-09-03 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones

Also Published As

Publication number Publication date
US20200005166A1 (en) 2020-01-02
AU2019299229A1 (en) 2021-01-28
EP3818490A1 (en) 2021-05-12
WO2020009966A1 (en) 2020-01-09
CA3103278A1 (en) 2020-01-09
BR112020025113A2 (pt) 2021-03-23
EP3818490A4 (en) 2022-03-16
CN112585643A (zh) 2021-03-30
AR115686A1 (es) 2021-02-17

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