AI and the Potato Industry
Artificial Intelligence for the Potato Industry — Growers, Industry & Partners
Artificial Intelligence for the Potato Industry — Growers, Industry & Partners
Links for continued learning, tools, research, and support. All links open in a new tab. No endorsement implied—included so you can explore options and follow up with your own research.
Provincial programs, decision tools (crop budgets, fertility), technology adoption support. 310-FARM.
URL: https://www.alberta.ca/agriculture
ACIS climate info, dry conditions, sustainable ag partnership programs.
URL: https://www.agric.gov.ab.ca
Digital ag platform: satellite imagery, AI crop monitoring, weather, predictive growth models.
URL: https://www.farmersedge.ca
Daily high-resolution satellite and earth observation data for field-level monitoring.
URL: https://www.planet.com
Canadian drought monitor, agroclimate maps, extreme weather indices, climate tools.
URL: https://agriculture.canada.ca/en/agricultural-production/weather
Annual reports on potato production, storage, pricing, trade.
URL: https://agriculture.canada.ca/en/sector/horticulture/reports/potato-market-information-review-2024-2025
Research on climate and agriculture; publications on computers and electronics in agriculture.
URL: https://climatesmartlab.ca/
Satellite-based crop intelligence for potato and specialty crops: yield forecasting, harvest timing, sustainability. Ontario/Eastern Canada. Launch (Nov 2023).
URL: https://presia.ca/
Data and AI for harvest sequencing (canopy health, wet spots), pile management, waste reduction. $750K Scale AI / $1.8M total.
URL: https://www.scaleai.ca/funded-projects/precision-harvest/
Supply-chain AI/ML: reduce spoilage, waste, improve quality, optimize utilities. $8.5M; TribalScale, Florenceville NB.
URL: https://www.scaleai.ca/funded-projects/mccain-driving-impact-mdi-with-ai/
Research farm (Florenceville NB): regenerative practices, soil health, water, biodiversity, climate resilience.
URL: https://www.mccain.com/information-centre/news/mccain-foods-releases-farm-of-the-future-canada-year-three-report/
Overview of AI/remote sensing for nitrogen management and yield prediction.
URL: https://potatoeswithoutborders.com/2025/03/11/ai-and-remote-sensing-are-transforming-potato-farming-optimizing-nitrogen-use-and-yield-predictions/
Open-access review: planting, growth, disease detection, harvest, storage; PotatoGANs and synthetic imagery.
URL: https://www.mdpi.com/2077-0472/14/8/1225
EAPR 2024–style review: FMIS, GNSS, satellite, proximal sensors, AI, digital twinning, yield mapping, VRA.
URL: https://link.springer.com/article/10.1007/s11540-025-09996-1
Review of potato crop yield and N management using sensing and machine learning in Canadian context.
URL: https://link.springer.com/article/10.1007/s11540-024-09803-3
Drone multispectral + machine learning for potato nitrogen prediction.
URL: https://www.mdpi.com/2072-4292/17/11/1860
Machine learning for potato evapotranspiration/crop coefficient estimation (e.g. PEI).
URL: https://www.sciencedirect.com/science/article/pii/S2772375525001297
ML for clone/variety selection in breeding: neural nets, gradient boosting, SVMs on yield, size, appearance, frying traits.
URL: https://arxiv.org/abs/2404.03701
Multispectral UAV + IoT sensors + agronomic records for potato breeding (Latvia); open-access.
URL: https://hal.science/hal-04684062
Optical sorters for potatoes: defect detection, size/shape/colour, NIR and colour sensors; in-flight inspection, AI/deep learning.
URL: https://www.tomra.com/food/machines/potatoes
Unwashed/field potatoes, up to 100 t/h; foreign material and defect removal; sealed camera box for harsh conditions.
URL: https://www.tomra.com/food/machines/tomra-3a
Optical sorter to ~40 t/h; double-resolution cameras, 360° inspection; colour defects, disease, bruising, blackleg, silver scurf.
URL: https://www.key.net/en/news/key-technology-introduces-enhanced-herbert-oculus-optical-sorter-for-whole-potatoes/
Industry directory and product info for potato processing and sorting equipment.
URL: https://www.potatopro.com/products/tomra-3a
Alberta cattle monitoring with cameras and AI; calving and health alerts.
URL: https://www.cbc.ca/news/canada/edmonton/betsy-app-cattle-monitoring-1.6579853
Video on AI in crop tools and farmer support.
URL: https://www.cbc.ca/player/play/video/9.7030442
Rancher experience with AI monitoring.
URL: https://globalnews.ca/news/10190623/alberta-cattle-rancher-ai-technology/
Subsurface drip irrigation, south Calgary.
URL: https://www.cbc.ca/news/canada/calgary/subsurface-drip-irrigation-alberta-1.7205365
Alberta potato sector growth and producer response.
URL: https://www.cbc.ca/news/canada/calgary/alberta-potato-farmers-growth-1.7031043
Farming Smarter and potato/weed research.
URL: https://globalnews.ca/news/11291698/alberta-researchers-farming-smarter/
Coaldale expansion context.
URL: https://www.cbc.ca/news/canada/calgary/mccain-potato-processing-french-fry-alberta-expansion-1.6777317
Site-specific management, soil, topography, productivity zones.
URL: https://www.cbc.ca/news/canada/prince-edward-island/pei-remote-sensing-maps-manage-fields-1.6212504
Seed genetics, equipment, climate-risk tools.
URL: https://www.cbc.ca/news/canada/british-columbia/technology-bc-grain-farmers-1.7142434
Lighting, automation, crop density.
URL: https://www.cbc.ca/news/canada/calgary/commercial-greenhouse-research-lethbridge-college-1.6673166
PGA outreach and grower content.
URL: https://spudsmart.com/potato-growers-of-alberta-launch-new-video-series/
Free; IoT in ag, data management, predictive analytics, intro AI/ML. ~4 hours, beginner.
URL: https://www.coursera.org/learn/iot-enabled-farming
Free; AI, IoT, data analytics for farm efficiency; concepts apply beyond dairy.
URL: https://www.coursera.org/learn/advancing-dairy-management-with-ai
Open-access review of AI in crop production and sustainable ag.
URL: https://www.mdpi.com/2071-1050/17/5/2281
FAO overview of digital technologies in agriculture and food systems.
URL: https://www.fao.org/digital-agriculture/en/
Search papers on AI in agriculture, crop monitoring, precision farming.
URL: https://scholar.google.com/scholar?q=artificial+intelligence+agriculture+crop+monitoring
Search potato-specific ML and machine vision research.
URL: https://scholar.google.com/scholar?q=potato+machine+learning+vision
Industry initiative for transparency in ag data contracts and use; certification and principles.
URL: https://www.agdatatransparent.com/
Legal and policy overview of agricultural data ownership, privacy, and contracts (US-oriented; useful for comparison).
URL: https://www.nationalaglawcenter.org/overview/agricultural-data/
Alberta potato industry info and resources.
URL: https://www.albertapotatoes.ca/
Applied research association (Lethbridge area); irrigated crop and potato agronomy research.
URL: https://www.farmingsmarter.com/
PGA research priorities: regenerative ag, storage, disease, water; levy-funded.
URL: https://research.ucalgary.ca/opportunity/2026-potato-growers-alberta-2025-2026
Programs, grants, regulations, pest management, decision tools.
URL: https://www.alberta.ca/agriculture
Programs and faculty.
URL: https://www.ulethbridge.ca/dhillon