AR106136A1 - Estimación de propiedades en un campo usando sensores remotos hiperespectrales - Google Patents
Estimación de propiedades en un campo usando sensores remotos hiperespectralesInfo
- Publication number
- AR106136A1 AR106136A1 ARP160102917A ARP160102917A AR106136A1 AR 106136 A1 AR106136 A1 AR 106136A1 AR P160102917 A ARP160102917 A AR P160102917A AR P160102917 A ARP160102917 A AR P160102917A AR 106136 A1 AR106136 A1 AR 106136A1
- Authority
- AR
- Argentina
- Prior art keywords
- soil
- properties
- specific
- data
- spectral
- Prior art date
Links
- 239000002689 soil Substances 0.000 abstract 19
- 230000003595 spectral effect Effects 0.000 abstract 4
- 238000007781 pre-processing Methods 0.000 abstract 2
- 230000035558 fertility Effects 0.000 abstract 1
- 238000000034 method Methods 0.000 abstract 1
- 238000001228 spectrum Methods 0.000 abstract 1
Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V20/00—Geomodelling in general
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- E—FIXED CONSTRUCTIONS
- E02—HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
- E02D—FOUNDATIONS; EXCAVATIONS; EMBANKMENTS; UNDERGROUND OR UNDERWATER STRUCTURES
- E02D1/00—Investigation of foundation soil in situ
- E02D1/02—Investigation of foundation soil in situ before construction work
- E02D1/04—Sampling of soil
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- 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
- A01B76/00—Parts, details or accessories of agricultural machines or implements, not provided for in groups A01B51/00 - A01B75/00
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/359—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
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- 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
- G01N33/0098—Plants or trees
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- 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
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- 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
- G01N33/245—Earth materials for agricultural purposes
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01W—METEOROLOGY
- G01W1/00—Meteorology
- G01W1/10—Devices for predicting weather conditions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
- G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
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- 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"
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C99/00—Subject matter not provided for in other groups of this subclass
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- 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
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N2021/1793—Remote sensing
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/314—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry with comparison of measurements at specific and non-specific wavelengths
- G01N2021/3155—Measuring in two spectral ranges, e.g. UV and visible
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/06—Illumination; Optics
- G01N2201/061—Sources
- G01N2201/0616—Ambient light is used
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/129—Using chemometrical methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/06—Multi-objective optimisation, e.g. Pareto optimisation using simulated annealing [SA], ant colony algorithms or genetic algorithms [GA]
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/20—Identification of molecular entities, parts thereof or of chemical compositions
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/30—Prediction of properties of chemical compounds, compositions or mixtures
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
- Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation
Landscapes
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Chemical & Material Sciences (AREA)
- Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Biochemistry (AREA)
- Business, Economics & Management (AREA)
- Environmental & Geological Engineering (AREA)
- Food Science & Technology (AREA)
- Medicinal Chemistry (AREA)
- Theoretical Computer Science (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- Human Resources & Organizations (AREA)
- Remote Sensing (AREA)
- Geology (AREA)
- Environmental Sciences (AREA)
- Botany (AREA)
- Wood Science & Technology (AREA)
- Evolutionary Computation (AREA)
- Operations Research (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- Game Theory and Decision Science (AREA)
- Quality & Reliability (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Development Economics (AREA)
- Soil Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Atmospheric Sciences (AREA)
- Biodiversity & Conservation Biology (AREA)
- Ecology (AREA)
Abstract
Un método de estimación de propiedades del suelo dentro de un campo utilizando datos hiperespectrales detectados de manera remota. Un módulo de preprocesamiento del suelo recibe registros de datos espectrales del suelo que representan un espectro promedio del suelo de una geolocalización específica de un área específica del terreno. El módulo de preprocesamiento del suelo elimina señales de interferencia y crea un conjunto de una o más bandas espectrales. Un módulo de regresión del suelo ingresa las una o más bandas espectrales del suelo y predice conjuntos de datos de propiedades del suelo. Los conjuntos de datos de propiedades del suelo incluyen propiedades específicas del suelo relevantes para determinar la fertilidad de niveles de las propiedades del suelo o del suelo que pueden influir en la gestión del terreno en una geolocalización específica. El módulo de regresión del suelo selecciona los múltiples conjuntos de datos de propiedades del suelo específicos que mejor representan las propiedades del suelo existentes incluyendo propiedades del suelo predichas y los datos de bandas espectrales utilizados para determinar las propiedades del suelo. El módulo de regresión del suelo envía estos datos predichos a una base de datos modelo del suelo.
Applications Claiming Priority (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201462049898P | 2014-09-12 | 2014-09-12 | |
US201462049929P | 2014-09-12 | 2014-09-12 | |
US201462049937P | 2014-09-12 | 2014-09-12 | |
US201462049909P | 2014-09-12 | 2014-09-12 | |
US14/866,160 US10338272B2 (en) | 2014-09-12 | 2015-09-25 | Estimating soil properties within a field using hyperspectral remote sensing |
Publications (1)
Publication Number | Publication Date |
---|---|
AR106136A1 true AR106136A1 (es) | 2017-12-13 |
Family
ID=57015814
Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ARP160100878A AR104161A1 (es) | 2014-09-12 | 2016-04-01 | Pronóstico nacional de rendimiento de cultivos durante la temporada de crecimiento |
ARP160100949A AR106216A1 (es) | 2014-09-12 | 2016-04-08 | Mejoramiento de pronósticos del tiempo mediante posprocesamiento |
ARP160102917A AR106136A1 (es) | 2014-09-12 | 2016-09-23 | Estimación de propiedades en un campo usando sensores remotos hiperespectrales |
Family Applications Before (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ARP160100878A AR104161A1 (es) | 2014-09-12 | 2016-04-01 | Pronóstico nacional de rendimiento de cultivos durante la temporada de crecimiento |
ARP160100949A AR106216A1 (es) | 2014-09-12 | 2016-04-08 | Mejoramiento de pronósticos del tiempo mediante posprocesamiento |
Country Status (9)
Country | Link |
---|---|
US (8) | US10564316B2 (es) |
EP (1) | EP3356799A4 (es) |
AR (3) | AR104161A1 (es) |
AU (4) | AU2016246391B2 (es) |
BR (2) | BR112017021664A2 (es) |
CA (3) | CA2982806C (es) |
UA (3) | UA123580C2 (es) |
WO (1) | WO2017053273A1 (es) |
ZA (5) | ZA201707293B (es) |
Families Citing this family (166)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
BR112015018618B1 (pt) | 2013-02-05 | 2022-08-30 | University Of Saskatchewan | Composição e métodos para melhorar a vitalidade de sementes, a saúde e/ou o rendimento de uma planta |
MX2020003138A (es) | 2013-06-26 | 2021-03-25 | Indigo Ag Inc | Poblaciones endofitas derivadas de semillas, composiciones y metodos de uso. |
US10136646B2 (en) | 2013-06-26 | 2018-11-27 | Indigo Ag, Inc. | Agricultural endophyte-plant compositions, and methods of use |
AU2014315191A1 (en) | 2013-09-04 | 2016-04-21 | Indigo Ag, Inc. | Agricultural endophyte-plant compositions, and methods of use |
US10813359B2 (en) | 2013-11-06 | 2020-10-27 | The Texas A & M University System | Fungal endophytes for improved crop yields and protection from pests |
EP3086646A4 (en) | 2013-12-24 | 2017-08-09 | Indigo AG, Inc. | Plants containing beneficial endophytes |
US9364005B2 (en) | 2014-06-26 | 2016-06-14 | Ait Austrian Institute Of Technology Gmbh | Plant-endophyte combinations and uses therefor |
WO2015100432A2 (en) | 2013-12-24 | 2015-07-02 | Symbiota, Inc. | Method for propagating microorganisms within plant bioreactors and stably storing microorganisms within agricultural seeds |
US10785905B2 (en) * | 2014-05-08 | 2020-09-29 | Precision Planting Llc | Liquid application apparatus comprising a seed firmer |
AU2015278238B2 (en) | 2014-06-20 | 2018-04-26 | The Flinders University Of South Australia | Inoculants and methods for use thereof |
US10212911B2 (en) | 2014-06-26 | 2019-02-26 | Indigo Agriculture, Inc. | Endophytes, associated compositions, and methods of use thereof |
US11069005B2 (en) | 2014-09-12 | 2021-07-20 | The Climate Corporation | Methods and systems for determining agricultural revenue |
US11762125B2 (en) | 2014-09-12 | 2023-09-19 | Climate Llc | Forecasting national crop yield during the growing season |
US10564316B2 (en) | 2014-09-12 | 2020-02-18 | The Climate Corporation | Forecasting national crop yield during the growing season |
US10667456B2 (en) | 2014-09-12 | 2020-06-02 | The Climate Corporation | Methods and systems for managing agricultural activities |
US11113649B2 (en) | 2014-09-12 | 2021-09-07 | The Climate Corporation | Methods and systems for recommending agricultural activities |
US11080798B2 (en) | 2014-09-12 | 2021-08-03 | The Climate Corporation | Methods and systems for managing crop harvesting activities |
US10768156B1 (en) * | 2014-10-27 | 2020-09-08 | Farmer's Business Network, Inc. | Yield analysis through agronomic analytics |
CA3060491A1 (en) | 2014-12-30 | 2016-07-07 | Servicenow, Inc. | Failure resistant distributed computing system |
CA2984493A1 (en) | 2015-05-01 | 2016-11-10 | Indigo Agriculture, Inc. | Isolated complex endophyte compositions and methods for improved plant traits |
AU2016258913B2 (en) | 2015-05-01 | 2019-11-07 | Indigo Ag, Inc. | Designed complex endophyte compositions and methods for improved plant traits |
CA2988764A1 (en) | 2015-06-08 | 2016-12-15 | Indigo Agriculture, Inc. | Streptomyces endophyte compositions and methods for improved agronomic traits in plants |
US10282821B1 (en) * | 2015-08-27 | 2019-05-07 | Descartes Labs, Inc. | Observational data processing and analysis |
AU2016378742A1 (en) | 2015-12-21 | 2018-07-12 | Indigo Ag, Inc. | Endophyte compositions and methods for improvement of plant traits in plants of agronomic importance |
US10089554B1 (en) | 2016-03-30 | 2018-10-02 | Descartes Labs, Inc. | Creating a boundary map |
US20170286574A1 (en) * | 2016-03-31 | 2017-10-05 | United States Of America As Represented By The Secretary Of The Army | Predictive soil analysis |
JP6885394B2 (ja) * | 2016-03-31 | 2021-06-16 | 日本電気株式会社 | 情報処理システム、情報処理装置、シミュレーション方法およびシミュレーションプログラム |
US10371863B2 (en) | 2016-04-13 | 2019-08-06 | The Climate Corporation | Estimating rainfall adjustment values |
US11620553B2 (en) * | 2016-04-21 | 2023-04-04 | Utopus Insights, Inc. | System and method for forecasting leaks in a fluid-delivery pipeline network |
US10754063B2 (en) * | 2016-06-14 | 2020-08-25 | The Climate Corporation | Supervised neural network to predict unlabeled rain rates |
JP6562490B2 (ja) * | 2016-06-20 | 2019-08-21 | 株式会社小松精機工作所 | 土壌分析装置及び土壌分析方法 |
US10078155B2 (en) * | 2016-06-24 | 2018-09-18 | Climacell Inc. | Real-time precipitation forecasting system |
US20180012167A1 (en) * | 2016-07-05 | 2018-01-11 | Sostena, Inc. | System and Method for Crop Management |
WO2018049289A1 (en) | 2016-09-09 | 2018-03-15 | Cibo Technologies, Inc. | Systems for adjusting agronomic inputs using remote sensing, and related apparatus and methods |
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 |
US20180146624A1 (en) * | 2016-11-28 | 2018-05-31 | The Climate Corporation | Determining intra-field yield variation data based on soil characteristics data and satellite images |
US10624351B2 (en) | 2016-12-01 | 2020-04-21 | Indigo Ag, Inc. | Modulated nutritional quality traits in seeds |
US10175218B2 (en) | 2016-12-16 | 2019-01-08 | Farmers Edge Inc. | Classification of soil texture and content by near-infrared spectroscopy |
WO2018118716A1 (en) | 2016-12-19 | 2018-06-28 | The Climate Corporation | Systems, methods and apparatus for soil and seed monitoring |
US11807586B2 (en) | 2016-12-23 | 2023-11-07 | The Texas A&M University System | Fungal endophytes for improved crop yields and protection from pests |
US10657372B2 (en) * | 2017-02-16 | 2020-05-19 | Walmart Apollo, Llc | Systems and methods for identifying and displaying optimal locations for a garden |
CN110582205A (zh) | 2017-03-01 | 2019-12-17 | 靛蓝股份公司 | 内生植物组合物和用于改进植株性状的方法 |
RU2019129891A (ru) | 2017-03-01 | 2021-04-01 | Индиго Аг, Инк. | Эндофитные композиции и способы улучшения признаков растений |
BR112019022446B1 (pt) | 2017-04-27 | 2024-01-16 | The Flinders University Of South Australia | Composições de inoculantes bacterianos de streptomyces e método para controlar doença radicular fúngica em trigo ou canola |
US20180322590A1 (en) * | 2017-05-03 | 2018-11-08 | Narayan Sundararajan | Integrated agricultural testing and optimization apparatuses and methods |
KR102620642B1 (ko) * | 2017-06-12 | 2024-01-03 | 헨켈 아게 운트 코. 카게아아 | 불순물 조성 및 직물 특성을 이용하여 직물의 처리 매개변수를 확인하기 위한 방법 및 디바이스 |
CN107340268B (zh) * | 2017-07-07 | 2019-07-09 | 福州大学 | 一种基于遥感时序数据的旱地作物识别方法 |
US10247717B2 (en) * | 2017-07-14 | 2019-04-02 | SafeNet International LLC | Method of efficient acquisition of soil data using image mapping |
US11263707B2 (en) | 2017-08-08 | 2022-03-01 | Indigo Ag, Inc. | Machine learning in agricultural planting, growing, and harvesting contexts |
US20190050741A1 (en) * | 2017-08-10 | 2019-02-14 | Iteris, Inc. | Modeling and prediction of below-ground performance of agricultural biological products in precision agriculture |
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 |
US10983249B2 (en) | 2017-09-14 | 2021-04-20 | Farmers Edge Inc. | Indicator interpolation to predict a weather state |
EA202090605A1 (ru) | 2017-09-22 | 2020-06-26 | Технише Универзитэт Грац | Полимерные частицы, содержащие микроорганизмы |
CN107798418A (zh) * | 2017-09-28 | 2018-03-13 | 东南大学 | 一种基于交通分析小区的交通事故频次预测方法 |
US20190102841A1 (en) * | 2017-10-04 | 2019-04-04 | Servicenow, Inc. | Mapping engine configurations with task managed workflows and grid user interfaces |
WO2019079205A1 (en) * | 2017-10-17 | 2019-04-25 | Precision Planting Llc | SOIL DETECTION SYSTEMS AND INSTRUMENTS FOR DETECTING DIFFERENT SOIL PARAMETERS |
US10747999B2 (en) * | 2017-10-18 | 2020-08-18 | The Trustees Of Columbia University In The City Of New York | Methods and systems for pattern characteristic detection |
JP2019087027A (ja) * | 2017-11-07 | 2019-06-06 | 株式会社東芝 | 需要予測装置、需要予測方法および需要予測プログラム |
CN109870419B (zh) * | 2017-12-05 | 2021-09-17 | 核工业北京地质研究院 | 一种采用航空高光谱数据预测黑土氮磷钾含量的方法 |
US10492374B2 (en) | 2017-12-28 | 2019-12-03 | X Development Llc | Capture of ground truthed labels of plant traits method and system |
US10477756B1 (en) | 2018-01-17 | 2019-11-19 | Cibo Technologies, Inc. | Correcting agronomic data from multiple passes through a farmable region |
CN108764527B (zh) * | 2018-04-23 | 2020-06-09 | 中国科学院南京土壤研究所 | 一种土壤有机碳库时空动态预测最优环境变量筛选方法 |
BR112020021919A2 (pt) | 2018-04-24 | 2021-05-11 | Indigo Ag, Inc. | gestão de interação em um sistema agrícola online |
CN108738453B (zh) * | 2018-04-27 | 2020-12-29 | 中国科学院测量与地球物理研究所 | 基于稻田面源污染关键风险时期的田沟塘联合调控方法 |
CN108764255B (zh) * | 2018-05-21 | 2021-06-01 | 二十一世纪空间技术应用股份有限公司 | 一种冬小麦种植信息的提取方法 |
CN108717044B (zh) * | 2018-05-24 | 2021-07-30 | 青海师范大学 | 一种去除植被覆盖影响的表层土壤含水量卫星遥感估算方法 |
US10817755B2 (en) | 2018-06-22 | 2020-10-27 | Cnh Industrial Canada, Ltd. | Measuring crop residue from imagery using a machine-learned classification model in combination with principal components analysis |
US10891482B2 (en) | 2018-07-10 | 2021-01-12 | Adroit Robotics | Systems, devices, and methods for in-field diagnosis of growth stage and crop yield estimation in a plant area |
US11277956B2 (en) * | 2018-07-26 | 2022-03-22 | Bear Flag Robotics, Inc. | Vehicle controllers for agricultural and industrial applications |
EP3836771A4 (en) | 2018-08-13 | 2022-06-01 | Raven Industries, Inc. | COMPARATIVE AGRICULTURAL OBSTACLES CONTROL AND GUIDANCE SYSTEM AND METHOD FOR THE SAME |
US11755937B2 (en) * | 2018-08-24 | 2023-09-12 | General Electric Company | Multi-source modeling with legacy data |
US10757854B2 (en) | 2018-08-27 | 2020-09-01 | Cnh Industrial America Llc | Determining forces exerted on rolling agricultural components based on an applied braking force |
US10832196B2 (en) | 2018-08-31 | 2020-11-10 | Kinaxis Inc. | Analysis and correction of supply chain design through machine learning |
US10846651B2 (en) * | 2018-08-31 | 2020-11-24 | Kinaxis Inc. | Analysis and correction of supply chain design through machine learning |
US11119472B2 (en) * | 2018-09-28 | 2021-09-14 | Uptake Technologies, Inc. | Computer system and method for evaluating an event prediction model |
US11468291B2 (en) * | 2018-09-28 | 2022-10-11 | Nxp B.V. | Method for protecting a machine learning ensemble from copying |
CN109543874B (zh) * | 2018-10-12 | 2021-06-22 | 南京航空航天大学 | 一种结合气象条件影响的机场空气质量预测方法 |
US11676244B2 (en) | 2018-10-19 | 2023-06-13 | Mineral Earth Sciences Llc | Crop yield prediction at field-level and pixel-level |
BR112021007032A2 (pt) * | 2018-10-24 | 2021-07-20 | The Climate Corporation | alavancando a genética e a engenharia de recursos para impulsionar a previsibilidade de colocação para seleção e recomendação de produtos de sementes por campo |
US11178818B2 (en) | 2018-10-26 | 2021-11-23 | Deere & Company | Harvesting machine control system with fill level processing based on yield data |
US11589509B2 (en) | 2018-10-26 | 2023-02-28 | Deere & Company | Predictive machine characteristic map generation and control system |
US11653588B2 (en) | 2018-10-26 | 2023-05-23 | Deere & Company | Yield map generation and control system |
US11641800B2 (en) | 2020-02-06 | 2023-05-09 | Deere & Company | Agricultural harvesting machine with pre-emergence weed detection and mitigation system |
US11240961B2 (en) | 2018-10-26 | 2022-02-08 | Deere & Company | Controlling a harvesting machine based on a geo-spatial representation indicating where the harvesting machine is likely to reach capacity |
US11467605B2 (en) | 2019-04-10 | 2022-10-11 | Deere & Company | Zonal machine control |
US11957072B2 (en) | 2020-02-06 | 2024-04-16 | Deere & Company | Pre-emergence weed detection and mitigation system |
US11079725B2 (en) | 2019-04-10 | 2021-08-03 | Deere & Company | Machine control using real-time model |
US11672203B2 (en) | 2018-10-26 | 2023-06-13 | Deere & Company | Predictive map generation and control |
CN109374531B (zh) * | 2018-11-09 | 2021-04-20 | 浙江海洋大学 | 基于遥感的海域溢油监测装置 |
US11906621B2 (en) * | 2018-12-21 | 2024-02-20 | Climate Llc | Quantitative precipitation estimate quality control |
CN113226009B (zh) * | 2018-12-24 | 2023-06-23 | 克莱米特有限责任公司 | 针对大豆的预测性的种子脚本处理 |
US11154002B2 (en) | 2019-01-29 | 2021-10-26 | Cnh Industrial America Llc | System and method for controlling the operation of an agricultural implement based on determined soil moisture content |
EP3924719A4 (en) * | 2019-02-14 | 2023-03-22 | ChemImage Corporation | EXTENDED PARTICLE SWING BAND SELECTION |
CN109840855A (zh) * | 2019-03-06 | 2019-06-04 | 平顶山学院 | 一种在生殖初期预测番茄是否减产的方法 |
US11009625B2 (en) * | 2019-03-27 | 2021-05-18 | The Climate Corporation | Generating and conveying comprehensive weather insights at fields for optimal agricultural decision making |
US11568467B2 (en) | 2019-04-10 | 2023-01-31 | Climate Llc | Leveraging feature engineering to boost placement predictability for seed product selection and recommendation by field |
US11234366B2 (en) | 2019-04-10 | 2022-02-01 | Deere & Company | Image selection for machine control |
US11778945B2 (en) | 2019-04-10 | 2023-10-10 | Deere & Company | Machine control using real-time model |
WO2020213547A1 (ja) * | 2019-04-15 | 2020-10-22 | 亮太 菊地 | 気象予測データ作成プログラム、気象予測データ作成方法、及び、移動体 |
CN110058329B (zh) * | 2019-04-22 | 2020-12-22 | 山东省气象科学研究所 | 一种气象要素智能网格预报产品空间降尺度方法 |
US11212954B2 (en) * | 2019-05-08 | 2022-01-04 | Deere & Company | Apparatus and methods for field operations based on historical field operation data |
AR121163A1 (es) * | 2019-05-20 | 2022-04-27 | Basf Agro Trademarks Gmbh | Método para el tratamiento de plantación en función del reconocimiento de imagen |
EP3973140A4 (en) * | 2019-05-21 | 2023-01-25 | Services Pétroliers Schlumberger | GEOLOGICAL MODEL AND PROPERTY VISUALIZATION SYSTEM |
US11212955B2 (en) | 2019-06-14 | 2022-01-04 | Cnh Industrial America Llc | System and method for monitoring soil conditions based on data received from a sensor mounted within a ground-engaging tool tooth |
US11938942B2 (en) * | 2019-06-18 | 2024-03-26 | Auto Crane Company | Method and apparatus for automating power take-offs for vehicles and equipment |
BR112021025127A2 (pt) | 2019-06-27 | 2022-01-25 | Valmont Industries | Sistema para fornecer aplicação de taxa variável e sistema de irrigação para fornecer soluções de irrigação a locais de campo discretos |
CN110516890B (zh) * | 2019-09-04 | 2022-06-03 | 重庆邮电大学 | 一种基于灰色组合模型的农作物产量监控系统 |
US11624829B2 (en) * | 2019-09-12 | 2023-04-11 | Cnh Industrial America Llc | System and method for determining soil clod size distribution using spectral analysis |
WO2021062147A1 (en) | 2019-09-27 | 2021-04-01 | Indigo Ag, Inc. | Modeling field irrigation with remote sensing imagery |
CN111007013B (zh) * | 2019-11-01 | 2022-10-14 | 中科禾信遥感科技(苏州)有限公司 | 面向东北冷凉区的作物轮作休耕遥感监测方法与装置 |
CN110987853B (zh) * | 2019-11-08 | 2022-02-11 | 北京农业信息技术研究中心 | 基于太赫兹光谱的土壤铅污染程度预测方法及装置 |
US20220391644A1 (en) * | 2019-11-08 | 2022-12-08 | Kubota Corporation | System for measuring and interpreting a force |
EP3818802B1 (en) * | 2019-11-08 | 2024-04-24 | Kverneland Group Operations Norway AS | System for measuring and interpreting a force |
CN111259306B (zh) * | 2019-12-31 | 2023-03-17 | 华北水利水电大学 | 一种冬小麦区域作物系数测算方法 |
CN111241485B (zh) * | 2020-01-14 | 2023-05-19 | 河海大学 | 一种新型作物产量对气候变化响应的诊断方法 |
US10878967B1 (en) * | 2020-02-21 | 2020-12-29 | Advanced Agrilytics Holdings, Llc | Methods and systems for environmental matching |
US11935242B2 (en) | 2020-03-09 | 2024-03-19 | International Business Machines Corporation | Crop yield estimation |
CN111521563A (zh) * | 2020-03-20 | 2020-08-11 | 航天信德智图(北京)科技有限公司 | 一种基于gf-1与modis时空融合的水稻提取方法 |
US11477940B2 (en) | 2020-03-26 | 2022-10-25 | Deere & Company | Mobile work machine control based on zone parameter modification |
US11580609B2 (en) * | 2020-05-26 | 2023-02-14 | International Business Machines Corporation | Crop monitoring to determine and control crop yield |
CA3186476A1 (en) | 2020-07-21 | 2022-01-27 | Eli Kellen Melaas | Remote sensing algorithms for mapping regenerative agriculture |
US11944029B2 (en) * | 2020-07-22 | 2024-04-02 | GroundTruth Ag, Inc. | Systems and methods for diagnosing soil characteristics and subterranean plant characteristics |
CN111915096B (zh) * | 2020-08-14 | 2021-03-09 | 中国科学院地理科学与资源研究所 | 基于作物模型、遥感数据和气候预测信息的作物产量早期预报技术 |
CN112213265B (zh) * | 2020-09-29 | 2023-10-10 | 水利部牧区水利科学研究所 | 基于无人机遥感技术的植被覆盖监测系统 |
US20230337571A1 (en) * | 2020-09-30 | 2023-10-26 | Basf Agro Trademarks Gmbh | Real-time fertilization and/or crop protection decision making based on soil-, crop, field- and weather-related data wherein the soil-related data are obtained by a soil sensor |
US11635765B2 (en) | 2020-10-09 | 2023-04-25 | Deere & Company | Crop state map generation and control system |
US11844311B2 (en) | 2020-10-09 | 2023-12-19 | Deere & Company | Machine control using a predictive map |
US11825768B2 (en) | 2020-10-09 | 2023-11-28 | Deere & Company | Machine control using a predictive map |
US11864483B2 (en) | 2020-10-09 | 2024-01-09 | Deere & Company | Predictive map generation and control system |
US11871697B2 (en) | 2020-10-09 | 2024-01-16 | Deere & Company | Crop moisture map generation and control system |
US11946747B2 (en) | 2020-10-09 | 2024-04-02 | Deere & Company | Crop constituent map generation and control system |
US11849671B2 (en) | 2020-10-09 | 2023-12-26 | Deere & Company | Crop state map generation and control system |
US11927459B2 (en) | 2020-10-09 | 2024-03-12 | Deere & Company | Machine control using a predictive map |
US11983009B2 (en) | 2020-10-09 | 2024-05-14 | Deere & Company | Map generation and control system |
US11895948B2 (en) | 2020-10-09 | 2024-02-13 | Deere & Company | Predictive map generation and control based on soil properties |
US11874669B2 (en) | 2020-10-09 | 2024-01-16 | Deere & Company | Map generation and control system |
US11592822B2 (en) | 2020-10-09 | 2023-02-28 | Deere & Company | Machine control using a predictive map |
US11474523B2 (en) | 2020-10-09 | 2022-10-18 | Deere & Company | Machine control using a predictive speed map |
US11845449B2 (en) | 2020-10-09 | 2023-12-19 | Deere & Company | Map generation and control system |
US11889788B2 (en) | 2020-10-09 | 2024-02-06 | Deere & Company | Predictive biomass map generation and control |
US11849672B2 (en) | 2020-10-09 | 2023-12-26 | Deere & Company | Machine control using a predictive map |
US11650587B2 (en) | 2020-10-09 | 2023-05-16 | Deere & Company | Predictive power map generation and control system |
US11711995B2 (en) | 2020-10-09 | 2023-08-01 | Deere & Company | Machine control using a predictive map |
US11675354B2 (en) | 2020-10-09 | 2023-06-13 | Deere & Company | Machine control using a predictive map |
US11727680B2 (en) | 2020-10-09 | 2023-08-15 | Deere & Company | Predictive map generation based on seeding characteristics and control |
US11889787B2 (en) | 2020-10-09 | 2024-02-06 | Deere & Company | Predictive speed map generation and control system |
WO2022087746A1 (en) * | 2020-10-30 | 2022-05-05 | Element Ai Inc. | Adapting ai models from one domain to another |
CN112613391B (zh) * | 2020-12-18 | 2022-06-07 | 湖北工业大学 | 一种基于反向学习二进制水稻育种算法的高光谱图像波段选择方法 |
CN112816658A (zh) * | 2021-01-05 | 2021-05-18 | 四川大学 | 基于低空遥感的大区域尺度表层土壤养分空间特征监测方法 |
CN112832223B (zh) * | 2021-01-07 | 2022-08-26 | 武汉市汉阳市政建设集团有限公司 | 一种旋转式分层沉降磁环及其配合沉降管的沉降监测方法 |
CN112800691B (zh) * | 2021-04-15 | 2021-07-30 | 中国气象局公共气象服务中心(国家预警信息发布中心) | 一种构建降水等级预测模型的方法及装置 |
US20230152488A1 (en) * | 2021-04-16 | 2023-05-18 | Sun Yat-Sen University | Method for calibrating daily precipitation forecast by using bernoulli-gamma-gaussian distribution |
WO2022243500A1 (en) * | 2021-05-21 | 2022-11-24 | Basf Se | A computer-implemented method for estimating a consumption of an agricultural product for a geographical region |
US11818446B2 (en) | 2021-06-18 | 2023-11-14 | Raytheon Company | Synthesis of thermal hyperspectral imagery |
WO2023034118A1 (en) | 2021-08-30 | 2023-03-09 | Indigo Ag, Inc. | Systems for management of location-aware market data |
CN113720798B (zh) * | 2021-08-31 | 2022-04-19 | 南京大学 | 农作物生理和结构表型参数多任务并行的自动观测方法 |
US11880894B2 (en) | 2021-08-31 | 2024-01-23 | Indigo Ag, Inc. | Systems and methods for ecosystem credit recommendations |
CN113984212B (zh) * | 2021-10-27 | 2023-06-27 | 中国气象科学研究院 | 农业灌区提取方法及系统 |
US11899006B2 (en) * | 2022-02-22 | 2024-02-13 | Trace Genomics, Inc. | Precision farming system with scaled soil characteristics |
WO2023168519A1 (en) * | 2022-03-07 | 2023-09-14 | Roshan Water Solutions Incorporated | Cloud-based apparatus, system, and method for sample-testing |
CN114758170B (zh) * | 2022-04-02 | 2023-04-18 | 内蒙古农业大学 | 一种结合d3d的三分支三注意力机制高光谱图像分类方法 |
WO2024037889A1 (en) * | 2022-08-16 | 2024-02-22 | Basf Se | Crop rotation based computer-implemented method for estimating a consumption of an agricultural product for a geographical region |
KR102490498B1 (ko) * | 2022-09-13 | 2023-01-18 | 전북대학교산학협력단 | 슈퍼앙상블 기법을 이용한 표면 대기 온도 예측 방법 및 시스템 |
CN116227750A (zh) * | 2023-05-09 | 2023-06-06 | 烟台尚美丽家新能源有限公司 | 一种生物质原料多联供综合管理系统及管理方法 |
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 |
Family Cites Families (66)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US50907A (en) * | 1865-11-14 | Improvement in retorts for the manufacture of prussiate of potash | ||
US4492111A (en) * | 1981-10-07 | 1985-01-08 | Kirkland James L | Rheological penetrometer |
CA2181176A1 (en) | 1994-01-14 | 1995-07-20 | Frederick D. Fox | A user interface for graphically displaying the impact of weather on managerial planning applications |
US5668719A (en) | 1994-08-05 | 1997-09-16 | Tyler Limited Partnership | Method of fertilizer application and field treatment |
DE69935256T2 (de) * | 1999-03-15 | 2007-10-31 | Tokyo University of Agriculture and Technology TLO Co., Ltd., Koganei | Bodenuntersuchungsvorrichtung und präzisionslandwirtschaftssystem |
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 |
US6535817B1 (en) | 1999-11-10 | 2003-03-18 | The Florida State Research Foundation | Methods, systems and computer program products for generating weather forecasts from a multi-model superensemble |
WO2001075706A1 (en) | 2000-04-04 | 2001-10-11 | Nagarjuna Holdings Private Limited | Agricultural management system for providing agricultural solutions and enabling commerce |
US6422508B1 (en) | 2000-04-05 | 2002-07-23 | Galileo Group, Inc. | System for robotic control of imaging data having a steerable gimbal mounted spectral sensor and methods |
US20020133505A1 (en) | 2001-03-14 | 2002-09-19 | Hideki Kuji | System for recommending crops and attachments to farm tractors |
US20030061075A1 (en) * | 2001-05-17 | 2003-03-27 | Converium Reinsurance (North America) Inc. | System and method for rating and structuring bands of crop production insurance |
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 |
JP3966139B2 (ja) | 2002-09-27 | 2007-08-29 | 株式会社日立製作所 | 気象物理量の推定方法 |
US20050027572A1 (en) * | 2002-10-16 | 2005-02-03 | Goshert Richard D.. | System and method to evaluate crop insurance plans |
US7854108B2 (en) * | 2003-12-12 | 2010-12-21 | Vision Robotics Corporation | Agricultural robot system and method |
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 |
WO2005106718A2 (en) | 2004-04-22 | 2005-11-10 | Pape William R | Method and system for private data networks for sharing agricultural item attribute and event data across multiple enterprises and multiple stages of production transformation |
US7327245B2 (en) | 2004-11-22 | 2008-02-05 | Microsoft Corporation | Sensing and analysis of ambient contextual signals for discriminating between indoor and outdoor locations |
US20060167926A1 (en) | 2005-01-27 | 2006-07-27 | James Verhey | Vineyard information collection and management system |
US20060282467A1 (en) | 2005-06-10 | 2006-12-14 | Pioneer Hi-Bred International, Inc. | Field and crop information gathering system |
EP1893022A2 (en) | 2005-06-22 | 2008-03-05 | Ben Gurion University of the Negev Research and Development Authority Ltd. | Balanites aegyptiaca saponins and uses thereof |
US8527301B2 (en) * | 2006-01-20 | 2013-09-03 | Deere & Company | System and method for evaluating risk associated with a crop insurance policy |
US8200368B2 (en) | 2008-12-10 | 2012-06-12 | Rain Bird Corporation | Automatically adjusting irrigation controller with temperature and rainfall sensor |
US8816262B2 (en) * | 2007-07-03 | 2014-08-26 | Kyle H. Holland | Auto-calibration method for real-time agricultural sensors |
NZ562316A (en) | 2007-10-09 | 2009-03-31 | New Zealand Inst For Crop And | Method and system of managing performance of a tuber crop |
WO2010053957A1 (en) * | 2008-11-04 | 2010-05-14 | Robotic Technology Inc. | Energetically autonomous tactical robot and associated methodology of operation |
US9285501B2 (en) * | 2008-11-04 | 2016-03-15 | Veris Technologies, Inc. | Multiple sensor system and method for mapping soil in three dimensions |
US8311780B2 (en) | 2009-04-23 | 2012-11-13 | Honeywell International Inc. | Enhanced prediction of atmospheric parameters |
NO20091775L (no) | 2009-05-05 | 2010-11-08 | Sinvent As | Energihoster |
WO2011064445A1 (en) | 2009-11-25 | 2011-06-03 | Nokia Corporation | Method and apparatus for agricultural resource mapping |
US8426211B1 (en) * | 2010-02-08 | 2013-04-23 | Bowling Green State University | Method and system for detecting copper in soil from reflected light |
US8655601B1 (en) * | 2010-02-08 | 2014-02-18 | Bowling Green State University | Method and system for detecting phosphorus in soil from reflected light |
US8594897B2 (en) | 2010-09-30 | 2013-11-26 | The Curators Of The University Of Missouri | Variable product agrochemicals application management |
US10115158B2 (en) * | 2010-10-25 | 2018-10-30 | Trimble Inc. | Generating a crop recommendation |
US9058633B2 (en) | 2010-10-25 | 2015-06-16 | Trimble Navigation Limited | Wide-area agricultural monitoring and prediction |
US20130144827A1 (en) * | 2011-02-03 | 2013-06-06 | Schaffert Manufacturing Company, Inc. | Systems and methods for supporting fertilizer decisions |
US8737694B2 (en) | 2011-02-07 | 2014-05-27 | Southern Minnesota Beet Sugar Cooperative | Organic matter mapping using remotely sensed images |
US20130174040A1 (en) | 2011-12-30 | 2013-07-04 | Jerome Dale Johnson | Methods, apparatus and systems for generating, updating and executing a crop-planting plan |
US20130173321A1 (en) | 2011-12-30 | 2013-07-04 | Jerome Dale Johnson | Methods, apparatus and systems for generating, updating and executing a crop-harvesting plan |
WO2013137856A1 (en) | 2012-03-12 | 2013-09-19 | Empire Technology Development Llc | Robotic appendages |
US20150095001A1 (en) * | 2012-03-27 | 2015-04-02 | Total Sa | Method for determining mineralogical composition |
JP5939041B2 (ja) | 2012-06-01 | 2016-06-22 | 住友電気工業株式会社 | 半導体モジュール及び半導体モジュールの製造方法 |
US20130332205A1 (en) | 2012-06-06 | 2013-12-12 | David Friedberg | System and method for establishing an insurance policy based on various farming risks |
US20140012504A1 (en) * | 2012-06-14 | 2014-01-09 | Ramot At Tel-Aviv University Ltd. | Quantitative assessment of soil contaminants, particularly hydrocarbons, using reflectance spectroscopy |
US20140067745A1 (en) | 2012-08-30 | 2014-03-06 | Pioneer Hi-Bred International, Inc. | Targeted agricultural recommendation system |
US20140089045A1 (en) | 2012-09-27 | 2014-03-27 | Superior Edge, Inc. | Methods, apparatus and systems for determining stand population, stand consistency and stand quality in an agricultural crop and alerting users |
ES2638965T3 (es) | 2013-03-22 | 2017-10-24 | Foss Analytical A/S | Sistema y método para investigaciones por LIBS y espectroscopía de absorción IR combinadas |
US20140321714A1 (en) * | 2013-04-24 | 2014-10-30 | Billy R. Masten | Methods of enhancing agricultural production using spectral and/or spatial fingerprints |
US9349148B2 (en) * | 2013-07-17 | 2016-05-24 | Sigma Space Corp. | Methods and apparatus for adaptive multisensor analisis and aggregation |
US20150237796A1 (en) * | 2014-02-24 | 2015-08-27 | Robert Celli | Apparatus and method for localized irrigation and application of fertilizers, herbicides, or pesticides to row crops |
CN103941254A (zh) | 2014-03-03 | 2014-07-23 | 中国神华能源股份有限公司 | 一种基于地质雷达的土壤物性类别识别方法和装置 |
US10107770B2 (en) * | 2014-06-18 | 2018-10-23 | Texas Tech University System | Portable apparatus for soil chemical characterization |
EP3160220A4 (en) | 2014-06-24 | 2017-12-20 | 360 Yield Center, LLC | Agronomic system, methods and apparatuses |
US9131644B2 (en) | 2014-08-19 | 2015-09-15 | Iteris, Inc. | Continual crop development profiling using dynamical extended range weather forecasting with routine remotely-sensed validation imagery |
US10564316B2 (en) | 2014-09-12 | 2020-02-18 | The Climate Corporation | Forecasting national crop yield during the growing season |
US11080798B2 (en) | 2014-09-12 | 2021-08-03 | The Climate Corporation | Methods and systems for managing crop harvesting activities |
US11069005B2 (en) | 2014-09-12 | 2021-07-20 | The Climate Corporation | Methods and systems for determining agricultural revenue |
US11113649B2 (en) | 2014-09-12 | 2021-09-07 | The Climate Corporation | Methods and systems for recommending agricultural activities |
US10697951B2 (en) * | 2014-12-15 | 2020-06-30 | Textron Systems Corporation | In-soil data monitoring system and method |
US9953241B2 (en) * | 2014-12-16 | 2018-04-24 | The Board Of Trustees Of The Leland Stanford Junior University | Systems and methods for satellite image processing to estimate crop yield |
US9087312B1 (en) * | 2015-01-23 | 2015-07-21 | Iteris, Inc. | Modeling of costs associated with in-field and fuel-based drying of an agricultural commodity requiring sufficiently low moisture levels for stable long-term crop storage using field-level analysis and forecasting of weather conditions, grain dry-down model, facility metadata, and observations and user input of harvest condition states |
US9076118B1 (en) | 2015-01-23 | 2015-07-07 | Iteris, Inc. | Harvest advisory modeling using field-level analysis of weather conditions, observations and user input of harvest condition states, wherein a predicted harvest condition includes an estimation of standing crop dry-down rates, and an estimation of fuel costs |
US10529036B2 (en) * | 2016-01-22 | 2020-01-07 | The Climate Corporation | Forecasting national crop yield during the growing season using weather indices |
US10028451B2 (en) | 2016-11-16 | 2018-07-24 | The Climate Corporation | Identifying management zones in agricultural fields and generating planting plans for the zones |
DE102017215125A1 (de) | 2017-08-30 | 2019-02-28 | Tridonic Gmbh & Co Kg | Kommunikationsmodul und Beleuchtungs-Bussystem mit Netzwerkschnittstelle |
US11080419B2 (en) | 2019-05-28 | 2021-08-03 | Adara, Inc. | Distributed data rights management for peer data pools |
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