AR107534A1 - Modelación de tendencias en rendimiento de cultivos - Google Patents
Modelación de tendencias en rendimiento de cultivosInfo
- Publication number
- AR107534A1 AR107534A1 ARP170100281A ARP170100281A AR107534A1 AR 107534 A1 AR107534 A1 AR 107534A1 AR P170100281 A ARP170100281 A AR P170100281A AR P170100281 A ARP170100281 A AR P170100281A AR 107534 A1 AR107534 A1 AR 107534A1
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- AR
- Argentina
- Prior art keywords
- performance data
- data
- yield
- trends
- disaggregated
- Prior art date
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
- G06V20/188—Vegetation
-
- 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
- G06F18/2135—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/29—Graphical models, e.g. Bayesian networks
-
- 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
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/84—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using probabilistic graphical models from image or video features, e.g. Markov models or Bayesian networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/10—Numerical modelling
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- Human Resources & Organizations (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Multimedia (AREA)
- Life Sciences & Earth Sciences (AREA)
- Entrepreneurship & Innovation (AREA)
- Tourism & Hospitality (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Databases & Information Systems (AREA)
- Medical Informatics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Operations Research (AREA)
- Development Economics (AREA)
- Educational Administration (AREA)
- Game Theory and Decision Science (AREA)
- Quality & Reliability (AREA)
- Primary Health Care (AREA)
- Agronomy & Crop Science (AREA)
- Animal Husbandry (AREA)
- Marine Sciences & Fisheries (AREA)
- Mining & Mineral Resources (AREA)
- Probability & Statistics with Applications (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Método y sistema para construir modelos de tendencias en el rendimiento de cultivos. En una forma de realización, el método comprende recibir, a través de una red de computación, datos digitales electrónicos que comprenden datos de rendimiento que representan los rendimientos de cultivos cosechados en una pluralidad de lotes agrícolas, y en una pluralidad de puntos temporales, como respuesta a la recepción de una solicitud de generación uno o más datos de rendimiento. El método comprende determinar uno o más factores que impactan en el rendimiento de los cultivos que se cosecharon de la pluralidad de lotes agrícolas, descomponer los datos de rendimiento en datos de rendimiento desagregados que identifican una o más dependencias de los datos según dichos uno o más factores; generar, en base a los datos de rendimiento desagregados, dichos uno o más datos de rendimiento particulares; generar datos de rendimiento pronosticados o reconstruir los datos de rendimiento incorporando dichos uno o más datos de rendimiento particulares a los datos de rendimiento.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US15/017,370 US10331931B2 (en) | 2016-02-05 | 2016-02-05 | Modeling trends in crop yields |
Publications (1)
Publication Number | Publication Date |
---|---|
AR107534A1 true AR107534A1 (es) | 2018-05-09 |
Family
ID=59496608
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ARP170100281A AR107534A1 (es) | 2016-02-05 | 2017-02-03 | Modelación de tendencias en rendimiento de cultivos |
Country Status (9)
Country | Link |
---|---|
US (2) | US10331931B2 (es) |
EP (2) | EP3411802A4 (es) |
AR (1) | AR107534A1 (es) |
AU (2) | AU2017215188B2 (es) |
BR (1) | BR112018015688A2 (es) |
CA (1) | CA3013215C (es) |
UA (1) | UA125849C2 (es) |
WO (1) | WO2017136417A1 (es) |
ZA (1) | ZA201805388B (es) |
Families Citing this family (34)
Publication number | Priority date | Publication date | Assignee | Title |
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US11058065B2 (en) * | 2015-10-08 | 2021-07-13 | Sony Corporation | Information processing device and information processing method |
US10331931B2 (en) | 2016-02-05 | 2019-06-25 | The Climate Corporation | Modeling trends in crop yields |
EP3206179A1 (en) * | 2016-02-09 | 2017-08-16 | Tata Consultancy Services Limited | Method and system for agriculture field clustering and ecological forecasting |
WO2018049289A1 (en) | 2016-09-09 | 2018-03-15 | Cibo Technologies, Inc. | Systems for adjusting agronomic inputs using remote sensing, and related apparatus and methods |
US11543836B2 (en) * | 2017-04-28 | 2023-01-03 | Optim Corporation | Unmanned aerial vehicle action plan creation system, method and program |
US11263707B2 (en) | 2017-08-08 | 2022-03-01 | Indigo Ag, Inc. | Machine learning in agricultural planting, growing, and harvesting contexts |
BR112020004630A2 (pt) * | 2017-09-11 | 2020-09-24 | Farmers Edge Inc. | geração de um mapa de rendimento para um campo agrícola com uso de métodos de regressão e classificação |
CN107453803B (zh) * | 2017-09-20 | 2018-08-10 | 中城泰信(苏州)科技发展股份有限公司 | 一种遥感云核的异常核查方法 |
US11562444B2 (en) * | 2017-11-09 | 2023-01-24 | Climate Llc | Hybrid seed selection and seed portfolio optimization by field |
US11568340B2 (en) * | 2017-11-09 | 2023-01-31 | Climate Llc | Hybrid seed selection and seed portfolio optimization by field |
US11423492B2 (en) | 2017-11-21 | 2022-08-23 | Climate Llc | Computing risk from a crop damaging factor for a crop on an agronomic field |
US10477756B1 (en) | 2018-01-17 | 2019-11-19 | Cibo Technologies, Inc. | Correcting agronomic data from multiple passes through a farmable region |
US11222385B2 (en) * | 2018-01-22 | 2022-01-11 | Athenium Llc | Method and system for forecasting crop yield |
BR112020021919A2 (pt) | 2018-04-24 | 2021-05-11 | Indigo Ag, Inc. | gestão de interação em um sistema agrícola online |
US10999967B2 (en) | 2018-05-25 | 2021-05-11 | The Climate Corporation | Cross-grower study and field targeting |
US20200005401A1 (en) * | 2018-07-02 | 2020-01-02 | The Climate Corporation | Optimal placement and portfolio opportunity targeting |
WO2020022215A1 (ja) * | 2018-07-27 | 2020-01-30 | キヤノン株式会社 | 情報処理装置、情報処理方法及びプログラム |
JP2020024672A (ja) * | 2018-07-27 | 2020-02-13 | キヤノン株式会社 | 情報処理装置、情報処理方法及びプログラム |
US11861737B1 (en) * | 2018-08-31 | 2024-01-02 | Climate Llc | Hybrid seed supply management based on prescription of hybrid seed placement |
US10993365B2 (en) * | 2018-09-11 | 2021-05-04 | The Climate Corporation | Risk-adjusted hybrid seed selection and crop yield optimization by field |
WO2020132092A1 (en) * | 2018-12-19 | 2020-06-25 | The Board Of Trustees Of The University Of Illinois | Apparatus and method for crop yield prediction |
WO2021030949A1 (en) * | 2019-08-16 | 2021-02-25 | Honeywell International Inc. | Systems and methods for energy harvesting and use in support of monitored processes and devices |
WO2021062147A1 (en) | 2019-09-27 | 2021-04-01 | Indigo Ag, Inc. | Modeling field irrigation with remote sensing imagery |
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 |
CN111401613A (zh) * | 2020-03-06 | 2020-07-10 | 黑龙江力苗科技开发有限公司 | 一种温室作物产量预报方法 |
CA3186476A1 (en) | 2020-07-21 | 2022-01-27 | Eli Kellen Melaas | Remote sensing algorithms for mapping regenerative agriculture |
CN112818982B (zh) * | 2021-01-19 | 2022-09-09 | 中国科学院合肥物质科学研究院 | 基于深度特征自相关性激活的农业害虫图像检测方法 |
CN113111799B (zh) * | 2021-04-19 | 2024-01-30 | 北华航天工业学院 | 一种基于集合经验模态分解的耕地土壤肥力水平监测方法 |
WO2023034118A1 (en) | 2021-08-30 | 2023-03-09 | Indigo Ag, Inc. | Systems for management of location-aware market data |
US11880894B2 (en) | 2021-08-31 | 2024-01-23 | Indigo Ag, Inc. | Systems and methods for ecosystem credit recommendations |
US20230206430A1 (en) * | 2021-12-27 | 2023-06-29 | Deere & Company | Crop yield component map |
WO2023129712A1 (en) * | 2021-12-31 | 2023-07-06 | Basf Corporation | Crop yield modeling based on yield potential |
WO2023129708A1 (en) * | 2021-12-31 | 2023-07-06 | Basf Corporation | Field-scale crop phenology model for computing plant development stages |
CN117035373B (zh) * | 2023-10-09 | 2024-01-23 | 中国电建集团山东电力管道工程有限公司 | 一种管道预制生产线智能管理方法及系统 |
Family Cites Families (13)
Publication number | Priority date | Publication date | Assignee | Title |
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US7702597B2 (en) * | 2004-04-20 | 2010-04-20 | George Mason Intellectual Properties, Inc. | Crop yield prediction using piecewise linear regression with a break point and weather and agricultural parameters |
US20060287896A1 (en) | 2005-06-16 | 2006-12-21 | Deere & Company, A Delaware Corporation | Method for providing crop insurance for a crop associated with a defined attribute |
PL2104413T5 (pl) | 2007-01-08 | 2020-07-13 | The Climate Corporation | Układ i sposób monitorowania siewnika |
EP2238427A4 (en) * | 2007-06-04 | 2014-06-25 | Autoagronom Israel Ltd | WATER AND FERTILIZER MANAGEMENT SYSTEM |
US20090181849A1 (en) * | 2007-11-13 | 2009-07-16 | Michigan State University | Agricultural chemical containing top dressing composition and process for use thereof |
WO2009149394A1 (en) | 2008-06-06 | 2009-12-10 | Monsanto Technology Llc | Generating agricultural information products using remote sensing |
US8477295B2 (en) | 2009-05-07 | 2013-07-02 | Solum, Inc. | Automated soil measurement device |
US20110071826A1 (en) * | 2009-09-23 | 2011-03-24 | Motorola, Inc. | Method and apparatus for ordering results of a query |
US9058633B2 (en) * | 2010-10-25 | 2015-06-16 | Trimble Navigation Limited | Wide-area agricultural monitoring and prediction |
CN102134173A (zh) * | 2011-04-26 | 2011-07-27 | 中国科学院南京土壤研究所 | 基于封闭式流化床包衣机的缓控释肥料制备方法及其设备 |
EP3967121A1 (en) | 2012-07-25 | 2022-03-16 | Precision Planting LLC | System for multi-row agricultural implement control and monitoring |
CN104798522B (zh) * | 2015-05-06 | 2016-12-07 | 江苏大学 | 一种灌溉消毒一体化试验装置 |
US10331931B2 (en) | 2016-02-05 | 2019-06-25 | The Climate Corporation | Modeling trends in crop yields |
-
2016
- 2016-02-05 US US15/017,370 patent/US10331931B2/en active Active
-
2017
- 2017-02-01 EP EP17748059.7A patent/EP3411802A4/en not_active Withdrawn
- 2017-02-01 EP EP21166113.7A patent/EP3862944A1/en not_active Withdrawn
- 2017-02-01 BR BR112018015688-4A patent/BR112018015688A2/pt unknown
- 2017-02-01 WO PCT/US2017/016007 patent/WO2017136417A1/en active Application Filing
- 2017-02-01 AU AU2017215188A patent/AU2017215188B2/en active Active
- 2017-02-01 UA UAA201809091A patent/UA125849C2/uk unknown
- 2017-02-01 CA CA3013215A patent/CA3013215C/en active Active
- 2017-02-03 AR ARP170100281A patent/AR107534A1/es active IP Right Grant
-
2018
- 2018-08-13 ZA ZA2018/05388A patent/ZA201805388B/en unknown
-
2019
- 2019-04-24 US US16/392,957 patent/US11361184B2/en active Active
-
2021
- 2021-10-27 AU AU2021258100A patent/AU2021258100A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
AU2021258100A1 (en) | 2021-11-25 |
US20190311170A1 (en) | 2019-10-10 |
CA3013215C (en) | 2021-11-30 |
ZA201805388B (en) | 2020-05-27 |
UA125849C2 (uk) | 2022-06-22 |
EP3411802A1 (en) | 2018-12-12 |
US11361184B2 (en) | 2022-06-14 |
AU2017215188B2 (en) | 2021-07-29 |
AU2017215188A1 (en) | 2018-08-23 |
US20170228475A1 (en) | 2017-08-10 |
WO2017136417A1 (en) | 2017-08-10 |
EP3411802A4 (en) | 2019-06-19 |
CA3013215A1 (en) | 2017-08-10 |
EP3862944A1 (en) | 2021-08-11 |
BR112018015688A2 (pt) | 2018-12-26 |
US10331931B2 (en) | 2019-06-25 |
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