Next-Generation Weed Intelligence

Prairie Weed Intelligence Program

From the molecular drivers of resistance to the producer's spray decision — integrating weed multi-omics, herbicide-resistance diagnostics, and AI-assisted detection into one smart system that keeps Prairie growers ahead of resistant weeds.

Weed multi-omics Resistance diagnostics AI detection Smart decisions
The Challenge
Resistance is breaking the chemical backbone

Wild oat and kochia are the Prairies' most troublesome weeds, and increasingly they cannot be controlled by the herbicides growers rely on. Too often a producer learns a herbicide has failed only by watching it fail — and paying for the weed seed returned to the field. This program replaces reactive spraying with earlier warning and resistance-aware decisions.

0
of Prairie wild oats carry herbicide resistance
0
herbicide modes of action defeated in kochia
0
estimated annual resistance losses in Saskatchewan alone

Sources: Agriculture and Agri-Food Canada and provincial weed-resistance surveys; Saskatchewan Ministry of Agriculture.

Survey Evidence
The Prairies' top ten weeds

The most recent Prairie weed survey counted weeds in 4,077 fields of common annual crops across the three Prairie provinces. Total weed densities were the highest recorded since the 1980s, attributed to relatively wet conditions through most of the survey years. These are the ten most abundant species, and they set the priorities for our diagnostics and detection work.

01Green foxtail
02Volunteer canola / rapeseed
03Wild oats
04Wild buckwheat
05Lamb's-quarters
06Kochia
07Chickweed
08Volunteer wheat
09Spiny annual sow-thistle
10Canada thistle

Method: a stratified random sample of fields across the Prairie provinces, surveyed in late summer, with weeds counted in twenty 50 × 50 cm quadrats per field. Crops surveyed included barley, canola, chickpea, corn, durum, field pea, flax, lentil, mustard, oat, pinto bean, soybean, spring wheat, and sunflower.

Source: Top 10 Weeds on the Prairies fact sheet, 2019–2023 Prairie weed survey (prairieweeds.com).

Our Approach
Molecule to management

One connected pipeline turns resistance biology into decisions a producer can act on — and every field result feeds back to sharpen the science.

Stage 01

Resistance biology

Why weeds survive
Stage 02

Diagnostics

Confirm before you spray
Stage 03

Artificial intelligence

Detect & predict early
Stage 04

Biocontrol

Natural weed suppression
Stage 05

On-farm decisions

Field-ready guidance
Weed-Smart
Check resistance risk before you spray

A preview of the producer decision-support tool at the end of the pipeline. Pick any major Prairie weed and herbicide mode-of-action group to see its indicative resistance risk on the Prairies, what it means, and what to do — drawn from the provincial resistance surveys cited below.

Indicative preview · grounded in Prairie surveys
—

Indicative only, based on published Prairie resistance patterns — not a substitute for a resistance test or agronomist advice. Always confirm before making a spray decision.

Sources
  • Beckie HJ, Shirriff SW, Leeson JY, Hall LM, Harker KN, Dokken-Bouchard F, Brenzil CA (2020). Herbicide-resistant weeds in the Canadian Prairies: 2012 to 2017. Weed Technology 34:461–474. doi:10.1017/wet.2019.128
  • Geddes CM, Pittman MM, Leeson JY, et al. (2024). Distribution, frequency, and impact of herbicide-resistant weeds in Saskatchewan. Canadian Journal of Plant Science. doi:10.1139/cjps-2024-0017
  • Beckie HJ, Lozinski C, Shirriff S, Brenzil CA (2013). Herbicide-resistant weeds in the Canadian Prairies: 2007 to 2011. Weed Technology 27:171–183.
  • Manitoba Crop Alliance — Spread of waterhemp and Palmer amaranth in Manitoba (production resources).
  • Heap I. International Survey of Herbicide Resistant Weeds — weedscience.org.
  • Prairie Weed Monitoring Network, Agriculture and Agri-Food Canada — ongoing provincial resistance surveys.

Ratings synthesise these Prairie surveys and monitoring. Where a weed–group combination is not yet documented on the Prairies it is shown as lower-risk but still to be stewarded; Ontario and US findings are flagged only where they signal an emerging Prairie threat. Provincial percentages are directional and shift with each survey round.

Knowledge to practice

Knowledge to Practice

We turn discovery into decisions on the farm. Through producer collaboration, long-term field research, and decision-support tools, we put resistance-aware guidance directly in the hands of Prairie growers and their agronomists — and channel what we learn in the field back into the science.