GCRI · Food Nexus
تەکنەلۆجیای کشتوکاڵ و داهێنان
Innovation shapes how food سیستەمە adapt: new crop varieties, precision application of water and inputs, digital advisory and market services, biological inputs and new protein sources. Each can raise productivity or resilience, and each raises questions of safety, access, data rights, market concentration and dependence on supply chains for seed, chips and connectivity. This page sets out how agricultural innovation is evaluated, which safeguards govern it, and who decides whether and how it is used.
Agritech and innovation on the record.
Agritech and innovation: how the risk develops.
Precision agriculture, biotechnology and technology safeguards. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.
Adoption decides impact
A technology changes outcomes only where farmers can afford, reach and trust it. Credit, extension, connectivity, tenure and risk all filter adoption, so gains in the laboratory rarely carry over in full to the field.
Breeding races a moving target
New varieties take years to develop and release while pests, pathogens and climates shift. Seed سیستەمە that replace varieties slowly leave farmers growing cultivars bred for conditions that no longer hold.
Uniformity concentrates risk
Widely grown single varieties, a few input suppliers or one dominant digital platform create common points of failure. A new pathogen race, a supplier outage or a data breach can affect many farms at once.
Safeguards shape trust and trade
Biosafety assessment, residue limits, data governance and intellectual property rules decide what may be grown, sold and exported. Divergent national rules can block trade in products approved elsewhere.
Crop and harvest monitor.
The screen a team would use to follow this subject: its measures, states and decisions. Names are examples and values are illustrative.
Crop and harvest monitor
Agritech and innovation · Main season · Crop stage: grain fill
Crop calendar
- Land preparationdone
- Plantingdone
- Emergencedone
- Vegetativedone
- Grain fillnow
- Harvestnext
- Post-harvest
Vegetation index, season to date
Yield outlook by zone
| Highland zone | 2.0 | ▼ 5 | ناوەند |
| Coastal plain | 2.6 | ▲ 4 | ناوەند |
| Region North | 1.2 | ▼ 21 | کەم |
| Region South | 1.9 | ▼ 14 | ناوەند |
Field assessment plots
red: crop stress observed
Agricultural technology changes exposure in other domains too.
| بوار | How it couples here | What to watch |
|---|---|---|
| ئاو | Precision irrigation can save water per hectare yet expand irrigated area, so basin use may rise. | Basin abstraction before and after adoption |
| وزە | Automation and digital services add electricity and connectivity dependence on farms. | Farm dependence on grid and network services |
| تەندروستی | New crop varieties and biological products need biosafety assessment under the Cartagena Protocol. | Biosafety decisions recorded in the Biosafety Clearing-House |
| فرەجۆریی زیندەوەری | Uniform varieties narrow genetic diversity; gene banks under the Plant Treaty conserve it. See nature data and rights. | Varietal diversity in farmers' fields |
FAO's State of Food and Agriculture 2022 examined automation and found adoption highly uneven, with benefits depending on scale, skills and connectivity; smallholders face the highest barriers.
How agritech and innovation is modelled, measured and tested.
مۆدێلەکە، گریمانەکانی، داتاکانی و نادڵنیاییەکەی، بەو شێوەیەی زانا یان ئەندازیارێک دەیپشکنێت. پێکهاتەکان ڕێگا بڵاوکراوەکان دەگرنەبەر. بەهاکانی کێشراو نموونەییە، نەک دۆزینەوە.
مۆدێلی سیستەم
The couplings between the systems in agritech and innovation: signs of influence, a reinforcing and a balancing loop, and cross-links where stress jumps.
Assessing agritech, and where results go.
Technology assessments in agriculture are designed for the زنجیرەی Exponential Technology and, where tested in controlled trials, the Labs Evidence series. The Global Centre for Risk and Innovation (GCRI) recommends no product; it publishes what was tested and found. Trial designs and results, including failures, are the most useful contributions.
What is measured, and how well.
Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.
| Indicator | Unit | Cadence | Source type | ناونیشان |
|---|---|---|---|---|
| Area under improved varieties | hectares by variety and release year | seasonal | Adoption surveys, DNA fingerprinting | مەزەندەکراو |
| Varietal turnover | area-weighted average age of varieties, years | per survey | Adoption surveys | مەزەندەکراو |
| Public agricultural research spending | share of agricultural GDP | annual | Agricultural Science and Technology Indicators | ئامارە بڵاوکراوەکان |
| Approvals of biotech crops and traits | count by country, crop and trait | annual | Regulatory databases | ئامارە بڵاوکراوەکان |
| Plant genetic resources in medium or long-term conservation (SDG 2.5.1) | number of accessions | annual | Genebank reporting | ئامارە بڵاوکراوەکان |
| Farm households using digital advisory or market services | percent of farm households | per survey | Agricultural and household surveys | REPORTED |
| Area under precision management | hectares under variable-rate or sensor-guided application | annual | Industry and survey data | REPORTED |
Where the evidence comes from.
Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.
| سەرچاوە | What it gives | Licence class |
|---|---|---|
| Agricultural Science and Technology Indicators (IFPRI) | Public agricultural research spending and staffing by country | Free and open, attribution |
| FAO WIEWS | Conservation and use of plant genetic resources by country | Free, attribution |
| Genesys (Crop Trust) | Passport data on genebank accessions worldwide | Free and open, attribution |
| Biosafety Clearing-House (Cartagena Protocol) | National decisions, risk assessments and laws on living modified organisms | Public records |
| CGIAR GARDIAN and centre data repositories | Trial, breeding and adoption datasets from CGIAR centres | Mostly free and open, terms per dataset |
| WIPO PATENTSCOPE and UPOV PLUTO | Patent and plant variety protection records | Free, terms per database |
Who decides, and what the evidence serves.
Food Nexus prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.
| کێ بڕیار دەدات | The question | Evidence this page serves |
|---|---|---|
| National agricultural research سیستەمە and seed regulators | Which varieties to release, and how to speed their replacement in farmers' fields | Multi-site trial results, adoption surveys and variety age by region |
| Biosafety authorities and food safety regulators | Whether a new organism, product or input is safe to release or sell, and under what conditions | Risk assessments under the Cartagena Protocol and Codex guidance, with data gaps stated |
| Agriculture ministries and development banks | Which innovations to support with extension, credit or subsidy, and for whom | Adoption constraints, impact evaluations and distributional effects by farm type |
| Data protection and competition authorities | How farm data are owned, shared and protected, and whether input and platform markets stay contestable | Market concentration and data governance evidence |
Outputs this topic produces
- Innovation and adoption maps by crop, region and farm type
- Dependency maps for seed, input and digital service supply
- Evaluation designs for new technologies with field conditions stated
- Comparisons of national biosafety and farm data rules
What experts ask.
Innovation is often presented as the answer to food-system risk, and sometimes it is. But a technology that works on a research station may not work on a smallholding, and a tool that concentrates data or seed supply in a few hands can create new single points of failure. Experts ask for evidence of benefit under real conditions and look at who carries the new risks.
- Which technologies have shown benefits under real farm conditions, for which producers and at what cost?
- How do digital agriculture tools handle data ownership, consent and dependence on a few providers?
- What biosafety and biosecurity questions do new breeding and biological technologies raise, and how are they assessed?
- Who is left out when technologies need capital, connectivity or skills that many producers lack?
Drivers and processes.
Innovation changes both the benefits and the risk profile of food production.
Data-driven management
Variable-rate inputs, sensors and remote sensing target water and nutrients more precisely, but depend on connectivity and accurate calibration.
Breeding and biologicals
Drought-tolerant and disease-resistant varieties and biological pest control can reduce losses. Their assessment draws on biotechnology platforms.
Dependency and access
Proprietary platforms, seed سیستەمە and digital services can concentrate control and leave producers exposed if a provider fails.
How the evidence is built, and its limits.
- 01
Field trials
Controlled trials show agronomic performance; results from research stations may overstate on-farm gains.
- 02
Adoption studies
Surveys and impact evaluations show who adopts and benefits. Selection effects make causal claims hard.
- 03
هەڵسەنگاندنی مەترسی
Biosafety and environmental assessments follow national regulatory procedures, which differ between jurisdictions.
- 04
Technology foresight
Scenarios explore how technologies might spread and interact. They are explorations, not predictions.
How it is studied, and what the methods cannot say.
- 01پلاتفۆرمەکانی بایۆتەکنەلۆجیBreeding for stress tolerance · Rapid diagnostics for pests and diseaseApplied here
- 02زانستی کشتوکاڵ، خاک و خۆراکCrop simulation for seasonal yield risk · Yield gap and nutrient limitation analysisApplied here
- 03ئابووریپێویPrice transmission and market integration · Effects of trade policyApplied here
- 04چاودێریی زەوی و ڕێمۆت سێنسینگCrop condition monitoring · Crop type and area mapping · Irrigation and water productivityApplied here
- 05زانستی ئیکۆلۆژی و فرەجۆریی زیندەوەریPollination and natural pest control · Fisheries and aquatic food websApplied here
ئەو شوێنانەی سەرچاوەکانی ئەم لاپەڕەیە بۆیان دەبەن.
ئەو لەش و بەڵگەنامانەی ئەم لاپەڕەیەیان لەگەڵ دەخوێنرێتەوە. دۆخ و وەشانەکان دەگۆڕێن؛ هەر بەستەرێک دەچێتە لای لەشی دەرکەر.
پرسیار و وەڵام.
Is precision agriculture only for large farms?
How are genetically modified crops regulated?
Why does genetic diversity matter for food security?
Does Food Nexus endorse technologies or products?
Are gene-edited crops in scope?
How are farm data protected in platform research?
Can technology replace good soil and water management?
لەم لاپەڕەیەوە بەڵگە پێشکەش بکە.
Reports is the Consortium's quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.
- ئیمەیڵدەروازەی GW-GCRIلەم لاپەڕەیەوە بینێرەبەڵگە، ڕاستکردنەوە، بابەت، ڕێگا، پێداچوونەوە، وەرگێڕان یان تێکردنی پڕۆفایل. بە نیشانەی ئەم لاپەڕەیە دەگات، بۆ ئەوەی دەستکاریکەری خاوەنەکەی وەریبگرێت.
- Zenodoتەکیەی کراوەدایبنێ و بیدە بە کۆمەڵگاتۆماری خۆت لە Zenodo بە ORCID iD ی خۆت بڵاو بکەرەوە، پاشان لەوێ بیدە بە کۆمەڵگای Reports. سەرپەرشتیارەکان پێداچوونەوەی بۆ دەکەن؛ DOI هەر هی تۆیە.
- ReportsGCRIهەموو ڕێگاکانی بەشداری ببینەجۆرەکانی بەشداری، هەریەکە چۆن پێداچوونەوەی بۆ دەکرێت، چ ناوبردنێک وەردەگریت، مۆڵەتەکە و ئەوەی هەرگیز وەرناگیرێت.
هەرگیز داتای کەسی، وردەکاریی هەستیاری ژێرخان یان هیچ شتێک مەنێرە کە مافی بڵاوکردنەوەت نییە. بەشدارییەک پێش بەکارهێنان پێداچوونەوەی بۆ دەکرێت؛ ناردنی ماف نابەخشێت بە نووسەرایەتی یان بەڕێوەبردنی ڕاگەیاندن، و پاڵپشتی دارایی هەرگیز دۆزینەوەیەک ناکڕێت.
ڕێگایەک، کۆمەڵە داتایەک یان پرسیارێک بهێنە.
زانیاری و پرسیار ئەمڕۆ کراوەن. پرسیارێک ژمارەی ئاماژەی پێدەدرێت و هەنگاوی دواتر دیاری دەکات؛ داواکاری، پارەدان، تەرخانکردنی کۆمپیوتەر و تۆمارکردن تەنیا کاتێک دەکرێنەوە کە تیم، مەرج و توانای پێداچوونەوەیان هەبێت.
بەڵگەنامە یاساییەکان.
نەخشە، داتا و وێنەکانی ئەم ماڵپەڕە بۆ ناوەڕۆک و زانیاریی گشتی پیشان دراون. ئامۆژگاری، پێشبینی یان ئاگادارکردنەوە نین؛ سنوورەکانی زانیارییەکە لە ڕەتکردنەوەی بەرپرسیارێتی و ئاگاداریی داتادا دەستنیشان کراون.