CA2283767A1 - Method and system for spatial evaluation of field crop perfomance - Google Patents

Method and system for spatial evaluation of field crop perfomance Download PDF

Info

Publication number
CA2283767A1
CA2283767A1 CA002283767A CA2283767A CA2283767A1 CA 2283767 A1 CA2283767 A1 CA 2283767A1 CA 002283767 A CA002283767 A CA 002283767A CA 2283767 A CA2283767 A CA 2283767A CA 2283767 A1 CA2283767 A1 CA 2283767A1
Authority
CA
Canada
Prior art keywords
data
spatially
analysis
environment
field
Prior art date
Legal status (The legal status 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 status listed.)
Granted
Application number
CA002283767A
Other languages
French (fr)
Other versions
CA2283767C (en
Inventor
Tracy M. Blackmer
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Monsanto Co
Original Assignee
Monsanto Co
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 Monsanto Co filed Critical Monsanto Co
Priority to CA002283767A priority Critical patent/CA2283767C/en
Publication of CA2283767A1 publication Critical patent/CA2283767A1/en
Application granted granted Critical
Publication of CA2283767C publication Critical patent/CA2283767C/en
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01BSOIL WORKING IN AGRICULTURE OR FORESTRY; PARTS, DETAILS, OR ACCESSORIES OF AGRICULTURAL MACHINES OR IMPLEMENTS, IN GENERAL
    • A01B79/00Methods for working soil
    • A01B79/005Precision agriculture
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01GHORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G22/00Cultivation of specific crops or plants not otherwise provided for
    • A01G22/20Cereals
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01GHORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G22/00Cultivation of specific crops or plants not otherwise provided for
    • A01G22/40Fabaceae, e.g. beans or peas

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Environmental Sciences (AREA)
  • Botany (AREA)
  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Soil Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)

Abstract

The invention provides a method for analyzing spatial variations in field and crop performance. The method allows analysis of the field and crop performance as a function of various treatment and/or environmental conditions. This method is an advance over the prior art in that it allows better defined, more accurate comparisons of adjacent test areas, eliminating the need for extrapolation of data and avoiding inaccuracies therefrom. Also, the more accurate comparisons allow better characterization of effects due to the environment, such as those caused by genotype by environment (G x E) interaction. The more accurately defined comparison units also lead to improved analysis when comparing to other data layers for non- spatial analysis. The invention also provides a system for carrying out this method. The system preferably includes a device for inputting spatially-referenced data, a memory, an output device, and a processor. The output data may be represented spatially or non-spatially. The information provided by the method and system of the invention will allow farmers to make more informed decisions regarding seed and farming inputs and practices, thereby maximizing agricultural productivity.
CA002283767A 1999-09-27 1999-09-27 Method and system for spatial evaluation of field crop perfomance Expired - Lifetime CA2283767C (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CA002283767A CA2283767C (en) 1999-09-27 1999-09-27 Method and system for spatial evaluation of field crop perfomance

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CA002283767A CA2283767C (en) 1999-09-27 1999-09-27 Method and system for spatial evaluation of field crop perfomance

Publications (2)

Publication Number Publication Date
CA2283767A1 true CA2283767A1 (en) 2001-03-27
CA2283767C CA2283767C (en) 2007-06-19

Family

ID=4164232

Family Applications (1)

Application Number Title Priority Date Filing Date
CA002283767A Expired - Lifetime CA2283767C (en) 1999-09-27 1999-09-27 Method and system for spatial evaluation of field crop perfomance

Country Status (1)

Country Link
CA (1) CA2283767C (en)

Cited By (65)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2371912C2 (en) * 2008-01-28 2009-11-10 Государственное научное учреждение Научно-исследовательский институт сельского хозяйства Центрально-Чернознемной полосы им. В.В. Докучаева Российской академии сельскохозяйственных наук Method of estimating selection material of grains as to its resistance to unfavourable environmental conditions
EP3317812A4 (en) * 2015-06-30 2019-02-27 The Climate Corporation SYSTEMS AND METHODS FOR IMAGE CAPTURE AND AGRICULTURAL FIELD ANALYSIS
CN112907545A (en) * 2021-02-25 2021-06-04 湖州师范学院 Method for detecting bud length and root length of seeds based on image processing
US11079725B2 (en) 2019-04-10 2021-08-03 Deere & Company Machine control using real-time model
EP3861844A1 (en) * 2015-06-08 2021-08-11 The Climate Corporation Agricultural data analysis
US11178818B2 (en) 2018-10-26 2021-11-23 Deere & Company Harvesting machine control system with fill level processing based on yield data
US11234366B2 (en) 2019-04-10 2022-02-01 Deere & Company Image selection for machine control
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
US20220110251A1 (en) 2020-10-09 2022-04-14 Deere & Company Crop moisture map generation and control system
US11467605B2 (en) 2019-04-10 2022-10-11 Deere & Company Zonal machine control
US11474523B2 (en) 2020-10-09 2022-10-18 Deere & Company Machine control using a predictive speed map
US11477940B2 (en) 2020-03-26 2022-10-25 Deere & Company Mobile work machine control based on zone parameter modification
US11589509B2 (en) 2018-10-26 2023-02-28 Deere & Company Predictive machine characteristic map generation and control system
US11592822B2 (en) 2020-10-09 2023-02-28 Deere & Company Machine control using a predictive map
US11635765B2 (en) 2020-10-09 2023-04-25 Deere & Company Crop state 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
US11650587B2 (en) 2020-10-09 2023-05-16 Deere & Company Predictive power map generation and control system
US11653588B2 (en) 2018-10-26 2023-05-23 Deere & Company Yield map generation and control system
US11672203B2 (en) 2018-10-26 2023-06-13 Deere & Company Predictive map generation and control
US11675354B2 (en) 2020-10-09 2023-06-13 Deere & Company Machine control using a predictive map
US11711995B2 (en) 2020-10-09 2023-08-01 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
CN116777087A (en) * 2023-08-24 2023-09-19 南京市农业装备推广中心 Intelligent agriculture layout method and system
US11778945B2 (en) 2019-04-10 2023-10-10 Deere & Company Machine control using real-time model
US11825768B2 (en) 2020-10-09 2023-11-28 Deere & Company Machine control using a predictive map
US11845449B2 (en) 2020-10-09 2023-12-19 Deere & Company Map generation and control system
US11844311B2 (en) 2020-10-09 2023-12-19 Deere & Company Machine control using a predictive map
US11849671B2 (en) 2020-10-09 2023-12-26 Deere & Company Crop state map generation and control system
US11849672B2 (en) 2020-10-09 2023-12-26 Deere & Company Machine control using a predictive map
US11864483B2 (en) 2020-10-09 2024-01-09 Deere & Company Predictive map generation and control system
US11874669B2 (en) 2020-10-09 2024-01-16 Deere & Company Map generation and control system
US11889788B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive biomass map generation and control
US11889787B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive speed map generation and control system
US11895948B2 (en) 2020-10-09 2024-02-13 Deere & Company Predictive map generation and control based on soil properties
US11927459B2 (en) 2020-10-09 2024-03-12 Deere & Company Machine control using a predictive map
US11946747B2 (en) 2020-10-09 2024-04-02 Deere & Company Crop constituent map generation and control system
US11957072B2 (en) 2020-02-06 2024-04-16 Deere & Company Pre-emergence weed detection and mitigation system
US11983009B2 (en) 2020-10-09 2024-05-14 Deere & Company Map generation and control system
US12013245B2 (en) 2020-10-09 2024-06-18 Deere & Company Predictive map generation and control system
US12035648B2 (en) 2020-02-06 2024-07-16 Deere & Company Predictive weed map generation and control system
US12058951B2 (en) 2022-04-08 2024-08-13 Deere & Company Predictive nutrient map and control
US12069986B2 (en) 2020-10-09 2024-08-27 Deere & Company Map generation and control system
US12069978B2 (en) 2018-10-26 2024-08-27 Deere & Company Predictive environmental characteristic map generation and control system
US12082531B2 (en) 2022-01-26 2024-09-10 Deere & Company Systems and methods for predicting material dynamics
US12127500B2 (en) 2021-01-27 2024-10-29 Deere & Company Machine control using a map with regime zones
US12178158B2 (en) 2020-10-09 2024-12-31 Deere & Company Predictive map generation and control system for an agricultural work machine
US12229886B2 (en) 2021-10-01 2025-02-18 Deere & Company Historical crop state model, predictive crop state map generation and control system
US12225846B2 (en) 2020-02-06 2025-02-18 Deere & Company Machine control using a predictive map
US12245549B2 (en) 2022-01-11 2025-03-11 Deere & Company Predictive response map generation and control system
US12250905B2 (en) 2020-10-09 2025-03-18 Deere & Company Machine control using a predictive map
US12284934B2 (en) 2022-04-08 2025-04-29 Deere & Company Systems and methods for predictive tractive characteristics and control
US12295288B2 (en) 2022-04-05 2025-05-13 Deere &Company Predictive machine setting map generation and control system
US12298767B2 (en) 2022-04-08 2025-05-13 Deere & Company Predictive material consumption map and control
US12302791B2 (en) 2021-12-20 2025-05-20 Deere & Company Crop constituents, predictive mapping, and agricultural harvester control
US12310286B2 (en) 2021-12-14 2025-05-27 Deere & Company Crop constituent sensing
US12329148B2 (en) 2020-02-06 2025-06-17 Deere & Company Predictive weed map and material application machine control
US12329050B2 (en) 2020-10-09 2025-06-17 Deere & Company Machine control using a predictive map
US12329065B2 (en) 2020-10-09 2025-06-17 Deere & Company Map generation and control system
US12358493B2 (en) 2022-04-08 2025-07-15 Deere & Company Systems and methods for predictive power requirements and control
US12386354B2 (en) 2020-10-09 2025-08-12 Deere & Company Predictive power map generation and control system
US12419220B2 (en) 2020-10-09 2025-09-23 Deere & Company Predictive map generation and control system
US12422847B2 (en) 2020-10-09 2025-09-23 Deere & Company Predictive agricultural model and map generation
US12520759B2 (en) 2022-01-26 2026-01-13 Deere & Company Systems and methods for predicting material dynamics
US12550802B2 (en) 2020-10-08 2026-02-17 Deere & Company Predictive machine characteristic map generation and control system
US12582035B2 (en) 2022-04-08 2026-03-24 Deere & Company Systems and methods for predictive power requirements and control

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10096073B2 (en) * 2011-05-13 2018-10-09 The Climate Corporation Systems to prescribe and deliver fertilizer over agricultural fields and related methods

Cited By (86)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2371912C2 (en) * 2008-01-28 2009-11-10 Государственное научное учреждение Научно-исследовательский институт сельского хозяйства Центрально-Чернознемной полосы им. В.В. Докучаева Российской академии сельскохозяйственных наук Method of estimating selection material of grains as to its resistance to unfavourable environmental conditions
EP3861844A1 (en) * 2015-06-08 2021-08-11 The Climate Corporation Agricultural data analysis
US11558994B2 (en) 2015-06-08 2023-01-24 Climate Llc Agricultural data analysis
AU2020264305B2 (en) * 2015-06-08 2022-07-07 Climate Llc Agricultural data analysis
US11191219B2 (en) 2015-06-30 2021-12-07 The Climate Corporation Systems and methods for image capture and analysis of agricultural fields
AU2016287397B2 (en) * 2015-06-30 2021-05-20 Climate Llc Systems and methods for image capture and analysis of agricultural fields
EP3317812A4 (en) * 2015-06-30 2019-02-27 The Climate Corporation SYSTEMS AND METHODS FOR IMAGE CAPTURE AND AGRICULTURAL FIELD ANALYSIS
US11944043B2 (en) 2015-06-30 2024-04-02 Climate Llc Systems and methods for image capture and analysis of agricultural fields
US10438343B2 (en) 2015-06-30 2019-10-08 The Climate Corporation Systems and methods for image capture and analysis of agricultural fields
US11653588B2 (en) 2018-10-26 2023-05-23 Deere & Company Yield map generation and control system
US12010947B2 (en) 2018-10-26 2024-06-18 Deere & Company Predictive machine characteristic map generation and control system
US11672203B2 (en) 2018-10-26 2023-06-13 Deere & Company Predictive map generation and control
US12171153B2 (en) 2018-10-26 2024-12-24 Deere & Company Yield map generation and control system
US12069978B2 (en) 2018-10-26 2024-08-27 Deere & Company Predictive environmental characteristic map generation and control system
US11178818B2 (en) 2018-10-26 2021-11-23 Deere & Company Harvesting machine control system with fill level processing based on yield data
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
US12178156B2 (en) 2018-10-26 2024-12-31 Deere & Company Predictive map generation and control
US11589509B2 (en) 2018-10-26 2023-02-28 Deere & Company Predictive machine characteristic map generation and control system
US11467605B2 (en) 2019-04-10 2022-10-11 Deere & Company Zonal machine control
US11829112B2 (en) 2019-04-10 2023-11-28 Deere & Company Machine control using real-time model
US11778945B2 (en) 2019-04-10 2023-10-10 Deere & Company Machine control using real-time model
US11650553B2 (en) 2019-04-10 2023-05-16 Deere & Company Machine control using real-time model
US11234366B2 (en) 2019-04-10 2022-02-01 Deere & Company Image selection for machine control
US11079725B2 (en) 2019-04-10 2021-08-03 Deere & Company Machine control using real-time model
US12495733B2 (en) 2019-04-10 2025-12-16 Deere & Company Predictive map and machine control
US11641800B2 (en) 2020-02-06 2023-05-09 Deere & Company Agricultural harvesting machine with pre-emergence weed detection and mitigation system
US12035648B2 (en) 2020-02-06 2024-07-16 Deere & Company Predictive weed map generation and control system
US12225846B2 (en) 2020-02-06 2025-02-18 Deere & Company Machine control using a predictive map
US11957072B2 (en) 2020-02-06 2024-04-16 Deere & Company Pre-emergence weed detection and mitigation system
US12329148B2 (en) 2020-02-06 2025-06-17 Deere & Company Predictive weed map and material application machine control
US11477940B2 (en) 2020-03-26 2022-10-25 Deere & Company Mobile work machine control based on zone parameter modification
US12550802B2 (en) 2020-10-08 2026-02-17 Deere & Company Predictive machine characteristic map generation and control system
US11889787B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive speed map generation and control system
US12013698B2 (en) 2020-10-09 2024-06-18 Deere & Company Machine control using a predictive map
US11845449B2 (en) 2020-10-09 2023-12-19 Deere & Company Map generation and control system
US11844311B2 (en) 2020-10-09 2023-12-19 Deere & Company Machine control using a predictive map
US11849671B2 (en) 2020-10-09 2023-12-26 Deere & Company Crop state map generation and control system
US11849672B2 (en) 2020-10-09 2023-12-26 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
US11874669B2 (en) 2020-10-09 2024-01-16 Deere & Company Map generation and control system
US11889788B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive biomass map generation and control
US11825768B2 (en) 2020-10-09 2023-11-28 Deere & Company Machine control using a predictive map
US11895948B2 (en) 2020-10-09 2024-02-13 Deere & Company Predictive map generation and control based on soil properties
US11927459B2 (en) 2020-10-09 2024-03-12 Deere & Company Machine control using a predictive map
US20220110251A1 (en) 2020-10-09 2022-04-14 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
US12422847B2 (en) 2020-10-09 2025-09-23 Deere & Company Predictive agricultural model and map generation
US11983009B2 (en) 2020-10-09 2024-05-14 Deere & Company Map generation and control system
US12013245B2 (en) 2020-10-09 2024-06-18 Deere & Company Predictive map generation and control system
US11727680B2 (en) 2020-10-09 2023-08-15 Deere & Company Predictive map generation based on seeding characteristics and control
US11474523B2 (en) 2020-10-09 2022-10-18 Deere & Company Machine control using a predictive speed map
US11711995B2 (en) 2020-10-09 2023-08-01 Deere & Company Machine control using a predictive map
US12048271B2 (en) 2020-10-09 2024-07-30 Deere &Company Crop moisture map generation and control system
US12419220B2 (en) 2020-10-09 2025-09-23 Deere & Company Predictive map generation and control system
US12069986B2 (en) 2020-10-09 2024-08-27 Deere & Company Map generation and control system
US11675354B2 (en) 2020-10-09 2023-06-13 Deere & Company Machine control using a predictive map
US12080062B2 (en) 2020-10-09 2024-09-03 Deere & Company Predictive map generation based on seeding characteristics and control
US12386354B2 (en) 2020-10-09 2025-08-12 Deere & Company Predictive power map generation and control system
US12271196B2 (en) 2020-10-09 2025-04-08 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
US11635765B2 (en) 2020-10-09 2023-04-25 Deere & Company Crop state map generation and control system
US12178158B2 (en) 2020-10-09 2024-12-31 Deere & Company Predictive map generation and control system for an agricultural work machine
US12193350B2 (en) 2020-10-09 2025-01-14 Deere & Company Machine control using a predictive map
US12216472B2 (en) 2020-10-09 2025-02-04 Deere & Company Map generation and control system
US12329065B2 (en) 2020-10-09 2025-06-17 Deere & Company Map generation and control system
US11592822B2 (en) 2020-10-09 2023-02-28 Deere & Company Machine control using a predictive map
US12329050B2 (en) 2020-10-09 2025-06-17 Deere & Company Machine control using a predictive map
US12250905B2 (en) 2020-10-09 2025-03-18 Deere & Company Machine control using a predictive map
US12127500B2 (en) 2021-01-27 2024-10-29 Deere & Company Machine control using a map with regime zones
CN112907545B (en) * 2021-02-25 2023-10-10 湖州师范学院 Seed bud length and root length detection method based on image processing
CN112907545A (en) * 2021-02-25 2021-06-04 湖州师范学院 Method for detecting bud length and root length of seeds based on image processing
US12229886B2 (en) 2021-10-01 2025-02-18 Deere & Company Historical crop state model, predictive crop state map generation and control system
US12310286B2 (en) 2021-12-14 2025-05-27 Deere & Company Crop constituent sensing
US12302791B2 (en) 2021-12-20 2025-05-20 Deere & Company Crop constituents, predictive mapping, and agricultural harvester control
US12245549B2 (en) 2022-01-11 2025-03-11 Deere & Company Predictive response map generation and control system
US12082531B2 (en) 2022-01-26 2024-09-10 Deere & Company Systems and methods for predicting material dynamics
US12520759B2 (en) 2022-01-26 2026-01-13 Deere & Company Systems and methods for predicting material dynamics
US12295288B2 (en) 2022-04-05 2025-05-13 Deere &Company Predictive machine setting map generation and control system
US12284934B2 (en) 2022-04-08 2025-04-29 Deere & Company Systems and methods for predictive tractive characteristics and control
US12358493B2 (en) 2022-04-08 2025-07-15 Deere & Company Systems and methods for predictive power requirements and control
US12058951B2 (en) 2022-04-08 2024-08-13 Deere & Company Predictive nutrient map and control
US12298767B2 (en) 2022-04-08 2025-05-13 Deere & Company Predictive material consumption map and control
US12582035B2 (en) 2022-04-08 2026-03-24 Deere & Company Systems and methods for predictive power requirements and control
CN116777087A (en) * 2023-08-24 2023-09-19 南京市农业装备推广中心 Intelligent agriculture layout method and system
CN116777087B (en) * 2023-08-24 2023-12-15 夏露 Intelligent agriculture layout method and system

Also Published As

Publication number Publication date
CA2283767C (en) 2007-06-19

Similar Documents

Publication Publication Date Title
CA2283767A1 (en) Method and system for spatial evaluation of field crop perfomance
Alisaac et al. Hyperspectral quantification of wheat resistance to Fusarium head blight: Comparison of two Fusarium species
Robledo-Arnuncio et al. Space, time and complexity in plant dispersal ecology
Sadras et al. Phenotypic plasticity of yield and phenology in wheat, sunflower and grapevine
Piepho et al. Statistical aspects of on-farm experimentation
Lopez-Cruz et al. Regularized selection indices for breeding value prediction using hyper-spectral image data
Bock et al. Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging
CN111479459A (en) Prediction system, method and program for growth status or occurrence of pests and diseases
McDonald et al. Responses to phosphorus among wheat genotypes
US7400975B2 (en) Probe for plant selection and health maintenance system
Ghamkhar et al. Real-time, non-destructive and in-field foliage yield and growth rate measurement in perennial ryegrass (Lolium perenne L.)
WO2003082098A3 (en) Improving performance of an analyte monitoring device
Taylor et al. A comparison of the spatial variability of vineyard yield in European and Australian production systems
PEÑA‐BARRAGÁN et al. Spectral discrimination of Ridolfia segetum and sunflower as affected by phenological stage
Adak et al. Phenomic data-driven biological prediction of maize through field-based high-throughput phenotyping integration with genomic data
Warren et al. Agricultural applications of high-resolution digital multispectral imagery
Hauck et al. Characterization of mature maize (Zea mays L.) root system architecture and complexity in a diverse set of Ex-PVP inbreds and hybrids
EP3668311A1 (en) Use of data from field trials in crop protection for calibrating and optimising prediction models
Heinonen et al. Smartphone‐based estimation of green cover depends on the camera used
CN111861777A (en) A system for monitoring and diagnosing pests and diseases for garden maintenance
De la Fuente et al. Weed and arthropod communities in soyabean as related to crop productivity and land use in the Rolling Pampa, Argentina
Bell et al. The evolutionary ecology of primate hair coloration: a phylogenetic approach
Robinson et al. Tolerance of wheat cultivars to root‐lesion nematode (Pratylenchus thornei) assessed by normalised difference vegetation index is predictive of grain yield
Taylor et al. Machine-Learning methods to identify key predictors of Site-Specific vineyard yield and vine size
De Faveri et al. Random regression models for multi-environment, multi-time data from crop breeding selection trials

Legal Events

Date Code Title Description
EEER Examination request
MKEX Expiry

Effective date: 20190927

MKEX Expiry

Effective date: 20190927