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1. WO2021062147 - MODELING FIELD IRRIGATION WITH REMOTE SENSING IMAGERY

Publication Number WO/2021/062147
Publication Date 01.04.2021
International Application No. PCT/US2020/052706
International Filing Date 25.09.2020
IPC
G06K 9/62 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
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9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
G06K 9/78 2006.01
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78Combination of image acquisition and recognition functions
G06Q 10/06 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
G06Q 50/02 2012.01
GPHYSICS
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QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
50Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
02Agriculture; Fishing; Mining
CPC
G06K 9/62
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
G06K 9/78
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
78Combination of image acquisition and recognition functions
G06Q 10/04
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06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
04Forecasting or optimisation, e.g. linear programming, "travelling salesman problem" or "cutting stock problem"
G06Q 10/06
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
G06Q 10/067
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
067Business modelling
G06Q 50/02
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
50Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
02Agriculture; Fishing; Mining
Applicants
  • INDIGO AG, INC. [US]/[US]
Inventors
  • BALDO, Elisabeth, Florence, Ilona
Agents
  • HUESTIS, Erik, A.
  • AKHIEZER, Alexander
  • CHATTERLEY, Alexander, J.
  • CAI, Mi
  • ABELLEIRA, Susan, M.
Priority Data
62/907,19927.09.2019US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) MODELING FIELD IRRIGATION WITH REMOTE SENSING IMAGERY
(FR) MODÉLISATION D'IRRIGATION DE CHAMP AVEC IMAGERIE DE DÉTECTION À DISTANCE
Abstract
(EN)
Detection of field irrigation through remote sensing is provided, wherein at least one time series of index rasters and time series of weather data for the geographic region are read. The at least one time series of index rasters and weather data are divided into a plurality of time windows, wherein the time series of weather data is composited within each of the plurality of time windows, yielding composite weather data in each of the plurality of time windows, provided to a trained classifier wherein each pixel irrigation label indicates the presence or absence of irrigation at the associated pixel.
(FR)
L'invention concerne une détection d'irrigation de champ par détection à distance, au moins une série chronologique de trames d'index et une série chronologique de données météorologiques pour la région géographique étant lues. La ou les séries chronologiques de trames d'index et de données météorologiques sont divisées en une pluralité de fenêtres temporelles, la série chronologique de données météorologiques étant composée à l'intérieur de chacune de la pluralité de fenêtres temporelles, produisant des données météorologiques composites dans chaque fenêtre temporelle de la pluralité de fenêtres temporelles, fournies à un classificateur entraîné, chaque étiquette d'irrigation de pixel indiquant la présence ou l'absence d'irrigation au niveau du pixel associé.
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