What if climate-driven crop volatility squeezes Denmark's heavily leveraged farm sector?
Climate-driven yield volatility and transition costs squeeze Denmark's large, leveraged agricultural sector, lifting farm-loan losses at exposed mortgage-credit institutions.
how we built this number — every step
The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.
The butterfly cascade
How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.
Resolution timeline — how this probability is moving
Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 3–10 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.
What it would mean
If this plays out, it is a risk-off shock. Climate-driven yield volatility and transition costs squeeze Denmark's large, leveraged agricultural sector, lifting farm-loan losses at exposed mortgage-credit institutions. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Credit spreads ▲ · Food inflation ▲ · Recession signal ▲ — which propagate through our causal graph to the markets below.
If it happens — the markets it would move
Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | Wheat WHEATon Hyperliquid 📈 chart | Commodity | ▲ +0.7% hist -0.71–+2.46% · other way -3.04% (n=12) |
| 2 | Corn CORNon Hyperliquid 📈 chart | Commodity | ▲ +0.7% hist -0.02–+0.96% · other way -1.11% (n=12) |
| 3 | High-yield credit HYG 📈 chart | Rate | ▼ -0.3% hist -0.27–+0.0% · other way -0.41% (n=12) |
| 4 | Financials XLF 📈 chart | Equity | ▼ -0.3% hist -0.72–+0.13% · other way +0.1% (n=12) |
| 5 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -1.32–+0.4% · other way +30.07% (n=12) |
| 6 | JPMorgan JPM 📈 chart | Equity | ▼ -0.2% hist -0.68–+0.16% · other way +0.8% (n=12) |
| 7 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -2.03–+4.46% · other way -9.24% (n=12) |
| 8 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -0.2% hist -0.54–+1.13% · other way +1.08% (n=12) |
| 9 | Natural gas NGon Hyperliquid 📈 chart | Commodity | ▲ +0.2% hist -4.2–+1.36% · other way +17.7% (n=12) |
| 10 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.2% hist -1.58–+2.46% · other way +8.0% (n=10) |
Probable recommendation
Historical precedent — what analogous events actually did
Across 40 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.
| Asset | History says | Abnormal (20d · 5d) | Hit | n | Confidence | vs cascade |
|---|---|---|---|---|---|---|
| NG NG | SHORT | -3.9% · 5d -4.4% | 63% | 35 | 0.22 | ⚠ differs |
| CORN CORN | LONG | +0.6% · 5d -0.6% ↺ fades | 60% | 35 | 0.19 | ✓ matches cascade |
| JPM JPM | SHORT | -0.5% · 5d -0.8% | 58% | 37 | 0.14 | ✓ matches cascade |
| SMH SMH | LONG | +1.2% · 5d -0.5% ↺ fades | 57% | 35 | 0.12 | ⚠ differs |
| XLF XLF | SHORT | -0.5% · 5d -1.0% | 54% | 35 | 0.08 | ✓ matches cascade |
| US dollar DXY | LONG | +0.6% · 5d +0.1% | 54% | 40 | 0.07 | · |
| MSTR MSTR | SHORT | -1.1% · 5d -2.7% | 54% | 35 | 0.06 | ✓ matches cascade |
| WHEAT WHEAT | LONG | +2.0% · 5d -1.4% ↺ fades | 51% | 35 | 0.03 | ✓ matches cascade |
| Volatility VIX | LONG | +4.2% · 5d +5.3% | 51% | 35 | 0.03 | ✓ matches cascade |
| Gold XAU | LONG | +0.2% · 5d +0.4% | 51% | 35 | 0.03 | · |
| 10y yield DGS10 | SHORT | -1bp · 5d -1bp | 51% | 40 | 0.01 | · |
| High-yield credit HYG | LONG | +0.1% · 5d -0.1% ↺ fades | 40% | 35 | 0.00 | ⚠ differs |
| Bitcoin BTC | LONG | +2.6% · 5d -1.2% ↺ fades | 50% | 18 | 0.00 | ⚠ differs |