Forecast Verification & Local Calibration
预报验证与 Glenlea 本地校准
永久保存“当时模型预测了什么”,在时间过去后只使用带来源和质量等级的实际观测验证。当前阶段只记录、统计和提出建议,不自动修改 Scoring V2。
Model Performance by Lead Time
Cloud 预报表现
不使用单一“准确率”;分别显示 MAE、Bias、False Clear、Clear Hit 和样本量。
| 模型 | 时效 | Cloud MAE | Bias | False Clear | Clear Hit | 样本 |
|---|---|---|---|---|---|---|
| GFSglobal_deterministic | 0_6h | 24% | -3.8% | 23% | 87% | 133 中等证据 |
| NBMblend | 0_6h | 25.4% | -10.2% | 24% | 84% | 137 中等证据 |
| ICONglobal_deterministic | 0_6h | 27.1% | 5.4% | 46% | 23% | 58 初步证据 |
| HRDPScanadian_regional | 0_6h | 31.5% | -21.6% | 45% | 86% | 52 初步证据 |
| Astrosphericastrospheric_primary | 0_6h | 32.5% | -26.7% | 33% | 100% | 15 样本不足 |
| RDPScanadian_regional | 0_6h | 34.8% | -27.6% | 48% | 87% | 52 初步证据 |
| GFSglobal_deterministic | 12_24h | 28.3% | -5.9% | 55% | 86% | 68 初步证据 |
| Astrosphericastrospheric_primary | 12_24h | 31.1% | -22.9% | 46% | 85% | 42 初步证据 |
| NBMblend | 12_24h | 31.3% | -20.2% | 68% | 100% | 102 中等证据 |
| ICONglobal_deterministic | 12_24h | 38.1% | -3.8% | 100% | 0% | 29 样本不足 |
| HRDPScanadian_regional | 12_24h | 41.3% | -28.1% | 67% | 33% | 29 样本不足 |
| RDPScanadian_regional | 12_24h | 44.1% | -39.8% | 67% | 100% | 33 初步证据 |
| ICONglobal_deterministic | 24_48h | 10.7% | 10.7% | — | — | 7 样本不足 |
| NBMblend | 24_48h | 20.6% | -6.9% | — | — | 15 样本不足 |
| GFSglobal_deterministic | 24_48h | 22% | -3.2% | — | — | 8 样本不足 |
| RDPScanadian_regional | 24_48h | 23% | -9.2% | — | — | 10 样本不足 |
| HRDPScanadian_regional | 24_48h | 26% | -7.2% | 100% | — | 8 样本不足 |
| Astrosphericastrospheric_primary | 24_48h | 38.3% | -32% | 80% | — | 27 样本不足 |
| GFSglobal_deterministic | 6_12h | 27.2% | -13.2% | 42% | 96% | 79 初步证据 |
| NBMblend | 6_12h | 29.1% | -16.4% | 42% | 96% | 92 初步证据 |
| ICONglobal_deterministic | 6_12h | 29.5% | 11.3% | 60% | 13% | 34 初步证据 |
| RDPScanadian_regional | 6_12h | 31.9% | -24.6% | 46% | 91% | 36 初步证据 |
| Astrosphericastrospheric_primary | 6_12h | 32.1% | -22.6% | 41% | 80% | 33 初步证据 |
| HRDPScanadian_regional | 6_12h | 36.2% | -16.5% | 52% | 54% | 39 初步证据 |
Forecast vs Actual
过去夜晚轨迹
2026-09-02 · 统一时间轴;实况始终保留来源与 Quality。
Confidence Calibration
系统说的可信度可靠吗?
| 系统置信度档 | 平均声明值 | 实证可靠度 | 样本 | 证据 |
|---|---|---|---|---|
| 20-30% | 25% | 45% | 31 | 初步证据 |
| 30-40% | 38% | 0% | 17 | 样本不足 |
| 40-50% | 45% | 23% | 69 | 初步证据 |
| 50-60% | 55% | 21% | 63 | 初步证据 |
| 60-70% | 65% | 38% | 79 | 初步证据 |
| 70-80% | 75% | 35% | 99 | 初步证据 |
| 80-90% | 85% | 46% | 157 | 中等证据 |
| 90-100% | 95% | 62% | 255 | 中等证据 |
Decision Verification
出发建议验证
Decision outcomes currently require an explicit user field report; automatic station data does not silently decide whether an imaging trip succeeded.
Local Calibration · Shadow Mode
本地权重建议
自动评估继续运行,但具体权重、异常样本和实验细节只在管理员解锁后显示。Production V2 不会自动改变。
当前没有会改变 Production 的网页控制。自动评估继续在 Shadow Mode 运行。
Ground Truth Policy
实际天气可信等级
Forecast ≠ Observation;没有可靠实况就不生成验证结果。
Major Forecast Misses
重大翻车事件
重点记录模型报 Cloud ≤10%、实况却 ≥70% 等具有摄影意义的重大错误。
HRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CHRDPS · 2026-09-03 22:00 CDT
预测 0% · 实况 100% · Quality CActual Conditions Archive
最近实况记录
公开页面仅展示自动观测和经过匿名化处理的验证信息。完整反馈细节仅管理员可见。
ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 22:00 CDT
ECCC SWOB reported total cloud amount percent.ECCC SWOB · KLEEFELD (MAFRI) · 2026-09-03 22:00 CDT
Nearby official in-situ station; not located at Glenlea.ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 21:21 CDT
Estimated total cover from the maximum ECCC SWOB total_cloud_amount layer code; the documented tenths/coverage range midpoint is used. Non-quantitative codes are ignored. This is not a direct Glenlea cloud sensor measurement.ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 21:00 CDT
Estimated total cover from the maximum ECCC SWOB total_cloud_amount layer code; the documented tenths/coverage range midpoint is used. Non-quantitative codes are ignored. This is not a direct Glenlea cloud sensor measurement.ECCC SWOB · KLEEFELD (MAFRI) · 2026-09-03 21:00 CDT
Nearby official in-situ station; not located at Glenlea.ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 20:00 CDT
Estimated total cover from the maximum ECCC SWOB total_cloud_amount layer code; the documented tenths/coverage range midpoint is used. Non-quantitative codes are ignored. This is not a direct Glenlea cloud sensor measurement.ECCC SWOB · KLEEFELD (MAFRI) · 2026-09-03 20:00 CDT
Nearby official in-situ station; not located at Glenlea.ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 19:00 CDT
ECCC SWOB reported total cloud amount percent.ECCC SWOB · KLEEFELD (MAFRI) · 2026-09-03 19:00 CDT
Nearby official in-situ station; not located at Glenlea.ECCC SWOB · KLEEFELD (MAFRI) · 2026-09-03 18:00 CDT
Nearby official in-situ station; not located at Glenlea.ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 18:00 CDT
Estimated total cover from the maximum ECCC SWOB total_cloud_amount layer code; the documented tenths/coverage range midpoint is used. Non-quantitative codes are ignored. This is not a direct Glenlea cloud sensor measurement.ECCC SWOB cloud · Winnipeg/James Armstrong Richard · 2026-09-03 17:00 CDT
Estimated total cover from the maximum ECCC SWOB total_cloud_amount layer code; the documented tenths/coverage range midpoint is used. Non-quantitative codes are ignored. This is not a direct Glenlea cloud sensor measurement.Read-only Data Access
JSON / AI / MCP
更新日志
记录每次公开版本实际更新的内容
v0.2.3 · 多尺寸界面一致性修复
- 英文、法文指标不再从单词中间强制断行;手机端使用紧凑短标签,让逐小时各行保持等高。
- 核心信号和未来夜晚的重点渐变、分隔线延伸到容器真实边缘,修复 iPhone 左侧被截断的空白。
- 新增平板专用中间布局,大屏恢复天空轨迹图,并将主要交互控件扩大为舒适触控尺寸。
- 补齐残留的中英法混排文字,并复测手机竖屏、平板、电脑下的简报、抽屉和逐小时详情。
v0.2.2 · 竖屏逐小时预报优化
- 手机竖屏恢复左侧结论、右侧评分环,并针对窄屏调整比例。
- 逐小时天气带压缩固定指标栏与小时列,一屏可比较更多连续小时。
- 新增贯穿表格的午夜日期分隔线、日期标签、当前时间提示和触控说明。
- 完成中英法及多种手机竖屏比例测试,保留过去 24 小时与完整未来模型覆盖。
v0.2.1 · 移动端排版与诊断
- iPhone 尺寸下将评分环改为独立一行,给中英法长结论保留完整文字宽度。
- 补齐动态英法界面翻译,并扩大设备比例和展开状态测试。
- 新增脱敏诊断日志下载,以及随天气数据版本自动失效的页面缓存。
v0.2.0 · 公开测试版观测简报
- 上线夜间观测简报、逐小时天气带和未来夜晚比较。
- 加入 Shadow Mode 预报验证,不自动修改正式评分。
网站意见反馈
发现翻译、排版、加载或天气页面问题?请先下载脱敏诊断日志,再将它附加到反馈邮件。日志只包含设备、屏幕、页面版本和加载耗时,绝不包含 Cookie、密码、API Key 或服务器日志。