CURRENT SITUATION: 2026-05-02
| Date | Temp (°C) | +/- Err | BSE Risk |
|---|---|---|---|
| 2026-05-02 | 18.61 | 0.67 | 0.00 |
| 2026-05-03 | 18.83 | 0.57 | 0.00 |
| 2026-05-04 | 18.78 | 0.68 | 0.00 |
| Threshold | Expected Date | 1-sigma Credible Interval |
|---|---|---|
| 20°C UP | 14 May | 14 May - 15 May |
| 20°C DOWN | 21 Nov | 20 Nov - 21 Nov |
| 24°C UP | 20 Jun | 20 Jun - 21 Jun |
| 24°C DOWN | 15 Oct | 14 Oct - 15 Oct |
| Extreme Metric | Mean Temp | Likely Date | 1-sigma Prob. Window |
|---|---|---|---|
| Annual Maximum | 27.03°C | 17 August | 17 Aug - 18 Aug |
| Annual Minimum | 13.85°C | 16 February | 15 Feb - 16 Feb |
| Param | R-Hat | Status |
|---|---|---|
| Amplitude | 1.0004 | PASS |
| Phase | 1.0001 | PASS |
| Offset | 1.0017 | PASS |
| Sigma | 1.0010 | PASS |
| Nu | 1.0363 | PASS |
| Parameter | Mean | Std Dev | 95% CI Lower | 95% CI Upper |
|---|---|---|---|---|
| Amplitude | 6.5872 | 0.0465 | 6.4968 | 6.6780 |
| Phase | -2.3675 | 0.0075 | -2.3820 | -2.3527 |
| Offset | 20.4392 | 0.0329 | 20.3759 | 20.5031 |
| Sigma | 0.9197 | 0.0230 | 0.8748 | 0.9663 |
| Nu | 18.4582 | 1.4326 | 14.4021 | 19.9602 |
| Date | Expected_Temp | Lower_50_CI | Upper_50_CI | Lower_95_CI | Upper_95_CI | Black_Swan_Prob |
|---|---|---|---|---|---|---|
| 2026-07-14 | 25.957324 | 25.306028 | 26.561764 | 24.114896 | 27.980243 | 0.024444 |
| 2026-07-15 | 25.963483 | 25.252072 | 26.615915 | 23.863903 | 27.900126 | 0.022222 |
| 2026-07-17 | 26.188738 | 25.506794 | 26.844445 | 24.342657 | 28.235933 | 0.035556 |
| 2026-07-18 | 26.140260 | 25.465293 | 26.795215 | 24.195740 | 28.148761 | 0.040000 |
| 2026-07-19 | 26.241431 | 25.541147 | 26.893924 | 24.371402 | 28.103161 | 0.031111 |
| 2026-07-20 | 26.279036 | 25.590901 | 26.957683 | 24.252297 | 28.166344 | 0.037778 |
| 2026-07-21 | 26.367506 | 25.754872 | 26.979411 | 24.225594 | 28.286470 | 0.044444 |
| 2026-07-22 | 26.358578 | 25.721455 | 27.075523 | 24.349439 | 28.139398 | 0.037778 |
| 2026-07-23 | 26.403846 | 25.727798 | 27.040537 | 24.517810 | 28.306308 | 0.060000 |
| 2026-07-24 | 26.545919 | 25.955612 | 27.102404 | 24.672955 | 28.643935 | 0.064444 |
| 2026-07-25 | 26.449113 | 25.800855 | 27.045718 | 24.634266 | 28.427949 | 0.060000 |
| 2026-07-26 | 26.592770 | 25.881906 | 27.302887 | 24.708619 | 28.635641 | 0.091111 |
| 2026-07-27 | 26.541870 | 25.797325 | 27.242542 | 24.771390 | 28.430958 | 0.060000 |
| 2026-07-28 | 26.642836 | 26.064928 | 27.191826 | 24.870704 | 28.630552 | 0.080000 |
| 2026-07-29 | 26.718570 | 26.153317 | 27.406454 | 24.808324 | 28.625861 | 0.073333 |
| 2026-07-30 | 26.673704 | 26.067874 | 27.322262 | 24.810593 | 28.574161 | 0.097778 |
| 2026-07-31 | 26.750718 | 26.099524 | 27.443759 | 24.746257 | 28.562115 | 0.082222 |
| 2026-08-01 | 26.838874 | 26.225898 | 27.418403 | 25.014882 | 28.712377 | 0.117778 |
| 2026-08-02 | 26.772171 | 26.130349 | 27.475599 | 24.720998 | 28.685114 | 0.108889 |
| 2026-08-03 | 26.787829 | 26.144975 | 27.349368 | 24.811929 | 28.958986 | 0.106667 |
| 2026-08-04 | 26.866819 | 26.190356 | 27.536440 | 24.817294 | 28.788790 | 0.122222 |
| 2026-08-05 | 26.913427 | 26.335916 | 27.507757 | 24.788112 | 28.787421 | 0.104444 |
| 2026-08-06 | 26.974609 | 26.411181 | 27.605933 | 24.706686 | 28.906011 | 0.135556 |
| 2026-08-07 | 26.946878 | 26.277669 | 27.611955 | 25.182444 | 28.739961 | 0.140000 |
| 2026-08-08 | 26.857935 | 26.246512 | 27.510006 | 24.834386 | 28.769078 | 0.120000 |
| 2026-08-09 | 26.992244 | 26.386172 | 27.604152 | 25.073894 | 28.847756 | 0.135556 |
| 2026-08-10 | 27.021291 | 26.377574 | 27.639457 | 25.347456 | 28.941595 | 0.142222 |
| 2026-08-11 | 26.988154 | 26.350843 | 27.647851 | 25.057430 | 28.686562 | 0.131111 |
| 2026-08-12 | 26.984053 | 26.356746 | 27.647930 | 25.143602 | 28.798308 | 0.131111 |
| 2026-08-13 | 26.971079 | 26.325545 | 27.623936 | 25.108161 | 28.968223 | 0.140000 |
| 2026-08-14 | 27.083854 | 26.421424 | 27.752557 | 25.357890 | 28.951166 | 0.153333 |
| 2026-08-15 | 27.052051 | 26.354336 | 27.723234 | 24.993052 | 28.943208 | 0.164444 |
| 2026-08-16 | 27.060406 | 26.452163 | 27.713440 | 25.193230 | 28.866047 | 0.155556 |
| 2026-08-17 | 27.034262 | 26.431667 | 27.694674 | 25.131278 | 28.947087 | 0.151111 |
| 2026-08-18 | 27.089118 | 26.465115 | 27.753719 | 25.110154 | 28.934978 | 0.186667 |
| 2026-08-19 | 26.987562 | 26.392280 | 27.605045 | 25.006384 | 28.792819 | 0.140000 |
| 2026-08-20 | 27.017175 | 26.344389 | 27.743258 | 25.074386 | 28.865629 | 0.168889 |
| 2026-08-21 | 27.033358 | 26.443636 | 27.616012 | 25.130547 | 29.143414 | 0.135556 |
| 2026-08-22 | 27.054481 | 26.437884 | 27.631815 | 25.242703 | 28.918496 | 0.175556 |
| 2026-08-23 | 27.019146 | 26.387966 | 27.689109 | 25.080922 | 28.903545 | 0.166667 |
| 2026-08-24 | 26.977211 | 26.401228 | 27.608660 | 25.198645 | 28.865829 | 0.137778 |
| 2026-08-25 | 26.945140 | 26.331984 | 27.606912 | 25.023000 | 28.907854 | 0.126667 |
| 2026-08-26 | 27.014791 | 26.315815 | 27.577790 | 25.232760 | 29.292511 | 0.146667 |
| 2026-08-27 | 27.029087 | 26.317323 | 27.664199 | 25.018076 | 28.959029 | 0.166667 |
| 2026-08-28 | 26.851734 | 26.257612 | 27.458876 | 24.965719 | 28.635603 | 0.102222 |
| 2026-08-29 | 26.895741 | 26.249489 | 27.524472 | 24.969845 | 28.849722 | 0.120000 |
| 2026-08-30 | 26.901697 | 26.213840 | 27.579573 | 24.893838 | 28.941378 | 0.144444 |
| 2026-08-31 | 26.848771 | 26.231500 | 27.494394 | 24.802726 | 28.895924 | 0.120000 |
| 2026-09-01 | 26.823581 | 26.206845 | 27.488536 | 25.028214 | 28.673357 | 0.095556 |
| 2026-09-02 | 26.865532 | 26.210001 | 27.494989 | 24.924452 | 28.851792 | 0.113333 |
| 2026-09-03 | 26.769389 | 26.153410 | 27.432210 | 24.561099 | 28.716572 | 0.113333 |
| 2026-09-04 | 26.791148 | 26.161160 | 27.424244 | 24.976542 | 28.547280 | 0.093333 |
| 2026-09-05 | 26.718468 | 26.174876 | 27.345670 | 24.997078 | 28.542064 | 0.068889 |
| 2026-09-06 | 26.650331 | 25.993782 | 27.236778 | 24.886243 | 28.793967 | 0.077778 |
| 2026-09-07 | 26.621662 | 25.947724 | 27.279755 | 24.644963 | 28.634114 | 0.082222 |
| 2026-09-08 | 26.592789 | 25.949305 | 27.217148 | 24.567299 | 28.723407 | 0.080000 |
| 2026-09-09 | 26.586876 | 26.001957 | 27.191276 | 24.628508 | 28.463004 | 0.068889 |
| 2026-09-10 | 26.464164 | 25.836563 | 27.065505 | 24.511886 | 28.478691 | 0.051111 |
| 2026-09-11 | 26.316917 | 25.700009 | 26.900398 | 24.415913 | 27.993881 | 0.026667 |
| 2026-09-12 | 26.340440 | 25.663907 | 27.015655 | 24.022790 | 28.349848 | 0.048889 |
| 2026-09-13 | 26.321749 | 25.612600 | 26.960457 | 24.518701 | 28.333696 | 0.053333 |
| 2026-09-14 | 26.326933 | 25.703624 | 26.918707 | 24.556035 | 28.280408 | 0.048889 |
| 2026-09-15 | 26.173695 | 25.552269 | 26.784208 | 24.330578 | 28.083481 | 0.031111 |
| 2026-09-16 | 26.210316 | 25.526232 | 26.830686 | 24.515419 | 28.201209 | 0.048889 |
| 2026-09-20 | 25.967183 | 25.278885 | 26.619921 | 24.031444 | 28.189368 | 0.035556 |
| Status | Date | Black_Swan_Prob | Recommendation |
|---|---|---|---|
| 🔵 MONITOR | 2026-07-14 | 2.4% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-15 | 2.2% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-17 | 3.6% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-18 | 4.0% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-19 | 3.1% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-20 | 3.8% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-21 | 4.4% | Tail-risk detected |
| 🔵 MONITOR | 2026-07-22 | 3.8% | Tail-risk detected |
| 🟡 CAUTION | 2026-07-23 | 6.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-24 | 6.4% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-25 | 6.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-26 | 9.1% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-27 | 6.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-28 | 8.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-29 | 7.3% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-30 | 9.8% | Prepare contingency plans |
| 🟡 CAUTION | 2026-07-31 | 8.2% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-01 | 11.8% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-02 | 10.9% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-03 | 10.7% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-04 | 12.2% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-05 | 10.4% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-06 | 13.6% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-07 | 14.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-08 | 12.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-09 | 13.6% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-10 | 14.2% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-11 | 13.1% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-12 | 13.1% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-13 | 14.0% | Prepare contingency plans |
| 🔴 ALARM | 2026-08-14 | 15.3% | Immediate Action Required |
| 🔴 ALARM | 2026-08-15 | 16.4% | Immediate Action Required |
| 🔴 ALARM | 2026-08-16 | 15.6% | Immediate Action Required |
| 🔴 ALARM | 2026-08-17 | 15.1% | Immediate Action Required |
| 🔴 ALARM | 2026-08-18 | 18.7% | Immediate Action Required |
| 🟡 CAUTION | 2026-08-19 | 14.0% | Prepare contingency plans |
| 🔴 ALARM | 2026-08-20 | 16.9% | Immediate Action Required |
| 🟡 CAUTION | 2026-08-21 | 13.6% | Prepare contingency plans |
| 🔴 ALARM | 2026-08-22 | 17.6% | Immediate Action Required |
| 🔴 ALARM | 2026-08-23 | 16.7% | Immediate Action Required |
| 🟡 CAUTION | 2026-08-24 | 13.8% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-25 | 12.7% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-26 | 14.7% | Prepare contingency plans |
| 🔴 ALARM | 2026-08-27 | 16.7% | Immediate Action Required |
| 🟡 CAUTION | 2026-08-28 | 10.2% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-29 | 12.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-30 | 14.4% | Prepare contingency plans |
| 🟡 CAUTION | 2026-08-31 | 12.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-01 | 9.6% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-02 | 11.3% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-03 | 11.3% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-04 | 9.3% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-05 | 6.9% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-06 | 7.8% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-07 | 8.2% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-08 | 8.0% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-09 | 6.9% | Prepare contingency plans |
| 🟡 CAUTION | 2026-09-10 | 5.1% | Prepare contingency plans |
| 🔵 MONITOR | 2026-09-11 | 2.7% | Tail-risk detected |
| 🔵 MONITOR | 2026-09-12 | 4.9% | Tail-risk detected |
| 🟡 CAUTION | 2026-09-13 | 5.3% | Prepare contingency plans |
| 🔵 MONITOR | 2026-09-14 | 4.9% | Tail-risk detected |
| 🔵 MONITOR | 2026-09-15 | 3.1% | Tail-risk detected |
| 🔵 MONITOR | 2026-09-16 | 4.9% | Tail-risk detected |
| 🔵 MONITOR | 2026-09-20 | 3.6% | Tail-risk detected |