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VINOvationBeta

Climate and water

Emerging

Climate-risk prediction

Regional climate models translated into vineyard-level risk maps for heat, drought and phenology shifts.

Alternative names: climate risk prediction (en)

Current rank
#8 5
Trend Score
45.6 35.6
Confidence Score
82
Independent sources
7

Confidence is not part of the Trend Score: a topic can have high momentum and low confidence.

Score component breakdown

  • Domain relevance65 × 15% = 9.8
  • Mention velocity20 × 20% = 4.0
  • Source diversity67 × 15% = 10.0
  • Freshness42 × 10% = 4.2
  • Authority and evidence44 × 10% = 4.4
  • Research momentum29 × 10% = 2.9
  • Commercial adoption32 × 10% = 3.2
  • Novelty80 × 5% = 4.0
  • Geographic spread63 × 5% = 3.2
  • Penalties−0
  • Trend Score45.6

Why this is trending

Rule-based, evidence-linked explanation – every statement points to its supporting sources.

  1. Commercial signals: 1 funding, partnership or product announcements.

    Evidence

Score history

Mention volume

Adoption maturity

  1. Research
  2. Prototype
  3. Field trial
  4. Early commercial
  5. Scaling
  6. Established

Key organizations

—

Research projects

—

Companies and products

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Countries and wine regions

  • United States · 10US
  • Australia · 1AU
  • Italy · 1IT

Related VINOvation articles

Related VINOvation projects

Evidence timeline

12 original

  1. European researchers build drought warning tools for Mediterranean vineyards

    Bing News – Vineyard Climate Change · Article · United States (US) · English

    Original source

  2. Oregon Wine Board launches a statewide digital atlas of every vineyard

    Bing News – Vineyard Climate Change · Product launch · United States (US) · English

    Original source

  3. Cape vineyards face new climate threat after ravaging winter floods

    Bing News – Vineyard Irrigation · Article · United States (US) · English

    Original source

  4. VitisGP: Multi-Task Benchmark for Genotype to Phenotype Grapevine Prediction

    arXiv – Viticulture & Grapevine · Research paper · United States (US) · English

    Original source

  5. Burgundy wines: The famous vineyards remain, but the climate shifts.

    Bing News – Vineyard Climate Change · Article · United States (US) · English

    Original source

  6. France Expects Historically Low Wine Grape Harvest After Record-Heat Summer

    Bing News – Grape Yield & Harvest · Article · United States (US) · English

    Original source

  7. World Winery Map Digitizes 4.3 Million Vineyards and Their Terroir Data Amid Climate Change

    Bing News – Vineyard Climate Change · Article · United States (US) · English

    Original source

  8. Science Behind the Forecast: Wine grapes demand temperatures that are just right

    Bing News – Grape Yield & Harvest · Article · United States (US) · English

    Original source

  9. Using data to inform vine management

    Wine Australia · Article · Australia (AU) · English

    Original source

  10. Frank Leeds in Napa Valley dry-farmed 250 acres of wine grapes for 25 years without irrigation; each Napa acre saved as much as 16,000 gallons of water

    Bing News – Vineyard Irrigation · Article · United States (US) · English

    Original source

  11. Beyond frost: towards data-driven vineyard management

    Infowine · Article · Italy (IT) · English

    Original source

  12. Pierce’s Disease Is Knocking at Europe’s Door

    SevenFifty Daily · Article · United States (US) · English

    Original source
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