eth-drought 2026-06-09 (development): SEAS5 zone counts MAM/JJAS; OND via WFP/IRI. Main season used here: Jun–Sep (Kiremt, Meher harvest). Production target: Cereals, primary (FAOSTAT, national, % from 2001–2024 trend).
| Indicator | r with production | R² | Leave-one-out R² | p | AUC, impact seasons | AUC, CERF-dated | AUC, EM-DAT |
|---|---|---|---|---|---|---|---|
| Temperature | -0.16 | 0.02 | -0.19 | 0.467 | 0.60 | 0.60 | 0.54 |
| Biomass (zFPARc) | +0.17 | 0.03 | -0.15 | 0.426 | 0.39 | 0.32 | 0.41 |
| FAO ASI | -0.16 | 0.02 | -0.12 | 0.468 | 0.44 | 0.27 | 0.57 |
| FAO mean VHI | +0.06 | 0.00 | -0.17 | 0.770 | 0.43 | 0.27 | 0.59 |
| Rainfall (CHIRPS/ASAP) | +0.04 | 0.00 | -0.16 | 0.863 | 0.50 | 0.50 | 0.44 |
| Rainfall (ERA5) | +0.12 | 0.01 | -0.15 | 0.582 | 0.61 | 0.54 | 0.52 |
| SPI-3 | +0.09 | 0.01 | -0.16 | 0.691 | 0.50 | 0.49 | 0.41 |
| Water balance | +0.17 | 0.03 | -0.14 | 0.426 | 0.54 | 0.44 | 0.49 |
| Combination | R² | Leave-one-out R² | Coefficients (z per sd) |
|---|---|---|---|
| Temperature + Biomass (zFPARc) | 0.04 | -0.27 | -0.99 (p 0.583), +1.14 (p 0.527) |
| Temperature + Rainfall (CHIRPS/ASAP) | 0.03 | -0.29 | -1.35 (p 0.483), -0.24 (p 0.901) |
| Temperature + FAO ASI | 0.04 | -0.26 | -1.01 (p 0.575), -1.01 (p 0.578) |
| Biomass (zFPARc) + Rainfall (CHIRPS/ASAP) | 0.03 | -0.25 | +1.46 (p 0.442), -0.23 (p 0.902) |
| Temperature + Biomass (zFPARc) + Rainfall (CHIRPS/ASAP) | 0.05 | -0.41 | -1.21 (p 0.538), +1.33 (p 0.492), -0.67 (p 0.745) |
| Temperature + FAO mean VHI | 0.03 | -0.31 | -1.21 (p 0.502), +0.30 (p 0.868) |
| Quadrant | Seasons | Mean production anomaly | Impact-season rate | Seasons |
|---|---|---|---|---|
| hot / low biomass | 6 | +2.3% | 50% | 2002, 2009, 2012, 2014, 2015, 2017 |
| hot / high biomass | 6 | -3.2% | 83% | 2005, 2006, 2010, 2016, 2023, 2024 |
| cool / low biomass | 6 | -5.7% | 67% | 2003, 2004, 2008, 2011, 2021, 2022 |
| cool / high biomass | 6 | +6.4% | 50% | 2001, 2007, 2013, 2018, 2019, 2020 |
Impact seasons (15): 2002, 2005, 2007, 2008, 2010, 2011, 2015, 2016, 2017, 2018, 2020, 2021, 2022, 2023, 2024.
| Indicator | r with production | R² | Leave-one-out R² | p | AUC, impact seasons | AUC, CERF-dated | AUC, EM-DAT |
|---|---|---|---|---|---|---|---|
| Temperature | -0.13 | 0.02 | -0.19 | 0.537 | 0.62 | 0.61 | 0.54 |
| Biomass (zFPARc) | +0.17 | 0.03 | -0.20 | 0.438 | 0.39 | 0.35 | 0.44 |
| FAO ASI | -0.22 | 0.05 | -0.13 | 0.312 | 0.41 | 0.26 | 0.55 |
| FAO mean VHI | +0.13 | 0.02 | -0.22 | 0.535 | 0.41 | 0.26 | 0.59 |
| Rainfall (CHIRPS/ASAP) | +0.02 | 0.00 | -0.16 | 0.941 | 0.50 | 0.47 | 0.47 |
| Rainfall (ERA5) | +0.15 | 0.02 | -0.15 | 0.490 | 0.70 | 0.59 | 0.53 |
| SPI-3 | +0.06 | 0.00 | -0.16 | 0.771 | 0.49 | 0.47 | 0.43 |
| Water balance | +0.17 | 0.03 | -0.14 | 0.414 | 0.54 | 0.44 | 0.49 |
| Combination | R² | Leave-one-out R² | Coefficients (z per sd) |
|---|---|---|---|
| Temperature + Biomass (zFPARc) | 0.04 | -0.32 | -0.83 (p 0.644), +1.17 (p 0.515) |
| Temperature + Rainfall (CHIRPS/ASAP) | 0.02 | -0.30 | -1.53 (p 0.487), -0.77 (p 0.724) |
| Temperature + FAO ASI | 0.05 | -0.29 | -0.58 (p 0.753), -1.56 (p 0.399) |
| Biomass (zFPARc) + Rainfall (CHIRPS/ASAP) | 0.03 | -0.28 | +1.51 (p 0.429), -0.45 (p 0.813) |
| Temperature + Biomass (zFPARc) + Rainfall (CHIRPS/ASAP) | 0.06 | -0.46 | -1.57 (p 0.479), +1.55 (p 0.425), -1.39 (p 0.553) |
| Temperature + FAO mean VHI | 0.03 | -0.38 | -0.81 (p 0.661), +0.82 (p 0.658) |
| Quadrant | Seasons | Mean production anomaly | Impact-season rate | Seasons |
|---|---|---|---|---|
| hot / low biomass | 5 | +2.7% | 40% | 2009, 2012, 2014, 2015, 2017 |
| hot / high biomass | 7 | -2.7% | 86% | 2002, 2005, 2006, 2010, 2016, 2023, 2024 |
| cool / low biomass | 7 | -4.8% | 57% | 2003, 2004, 2008, 2011, 2013, 2021, 2022 |
| cool / high biomass | 5 | +7.6% | 60% | 2001, 2007, 2018, 2019, 2020 |
Impact seasons (15): 2002, 2005, 2007, 2008, 2010, 2011, 2015, 2016, 2017, 2018, 2020, 2021, 2022, 2023, 2024.
| Record | Period | Season | Rule |
|---|---|---|---|
| CERF 2006 Rapid Response $4.0M | 2005-10-01 → 2005-12-28 | 2005 | last-season-before-impact |
| CERF 2008 Rapid Response $20.0M | 2007-10-01 → 2008-05-28 | 2007 | last-season-before-impact |
| CERF 2011 Rapid Response $14.6M | 2010-10-01 → 2011-05-28 | 2010 | last-season-before-impact |
| CERF 2011 Underfunded Emergencies $11.0M (undated) | 2011-01-01 → | 2010 | undated: last-season-before-impact |
| CERF 2012 Underfunded Emergencies $9.9M (undated) | 2012-01-01 → | 2011 | undated: last-season-before-impact |
| CERF 2015 Rapid Response $17.0M | 2015-02-01 → 2015-09-28 | 2015 | overlap |
| CERF 2015 Underfunded Emergencies $10.0M (undated) | 2015-01-01 → | 2014 | undated: last-season-before-impact |
| CERF 2017 Rapid Response $18.5M | 2016-03-01 → 2016-12-28 | 2016 | overlap |
| CERF 2017 Rapid Response $10.0M | 2016-10-01 → 2017-06-28 | 2017 | overlap |
| CERF 2019 Rapid Response $10.0M | 2019-03-01 → 2019-05-28 | 2018 | last-season-before-impact |
| CERF 2021 Rapid Response $5.0M | 2020-10-01 → 2021-05-28 | 2020 | last-season-before-impact |
| CERF 2021 Rapid Response $20.0M | 2020-10-01 → 2021-05-28 | 2020 | last-season-before-impact |
| CERF 2021 Rapid Response $5.0M | 2020-10-01 → 2021-12-28 | 2021 | overlap |
| CERF 2022 Rapid Response $12.0M | 2020-10-01 → 2022-05-28 | 2021 | overlap |
| CERF 2023 Rapid Response $10.0M | 2022-03-01 → 2022-12-28 | 2022 | overlap |
| CERF 2023 Underfunded Emergencies $23.0M (undated) | 2023-01-01 → | 2022 | undated: last-season-before-impact |
| CERF 2024 Rapid Response $10.0M | 2024-10-01 → 2024-12-28 | 2024 | last-season-before-impact |
| CERF 2024 Rapid Response $17.0M | 2023-06-01 → 2023-09-28 | 2023 | overlap |
| CERF 2026 Rapid Response $3.0M | 2026-06-01 → 2026-09-28 | 2026 | overlap |
| EM-DAT 1999-9388-ETH (4900000 affected) | 1999-09-01 → 2000-12-28 | 1999 | last-season-before-impact |
| EM-DAT 2003-9772-ETH (12600000 affected) | 2003-01-01 → 2004-12-28 | 2002 | last-season-before-impact |
| EM-DAT 2005-9747-ETH (2600000 affected) | 2005-11-01 → 2006-12-28 | 2005 | last-season-before-impact |
| EM-DAT 2008-9200-ETH (6400000 affected) | 2008-05-01 → 2009-10-28 | 2007 | last-season-before-impact |
| EM-DAT 2009-9615-ETH (6200000 affected) | 2009-01-01 → 2010-08-28 | 2008 | last-season-before-impact |
| EM-DAT 2010-9082-ETH (4805679 affected) | 2011-01-01 → 2012-01-28 | 2010 | last-season-before-impact |
| EM-DAT 2011-9663-ETH (1000000 affected) | 2012-01-01 → 2012-12-28 | 2011 | last-season-before-impact |
| EM-DAT 2015-9545-ETH (10200000 affected) | 2015-09-01 → 2017-04-28 | 2015 | last-season-before-impact |
| EM-DAT 2021-9546-ETH (6800000 affected) | 2021-05-01 → 2022-02-28 | 2020 | last-season-before-impact |
| EM-DAT 2022-9174-ETH (24100000 affected) | 2022-01-01 → 2023-02-28 | 2021 | last-season-before-impact |
| t_kiremt_aoi | t_dt_kiremt_aoi | rain_kiremt_aoi | wsi_kiremt_aoi | spi_kiremt_aoi | z_kiremt_aoi | z_dt_kiremt_aoi | t_kiremt_nat | t_dt_kiremt_nat | rain_kiremt_nat | wsi_kiremt_nat | spi_kiremt_nat | z_kiremt_nat | z_dt_kiremt_nat | t_belg_aoi | t_dt_belg_aoi | rain_belg_aoi | wsi_belg_aoi | spi_belg_aoi | z_belg_aoi | z_dt_belg_aoi | t_belg_nat | t_dt_belg_nat | rain_belg_nat | wsi_belg_nat | spi_belg_nat | z_belg_nat | z_dt_belg_nat | t_deyr_aoi | t_dt_deyr_aoi | rain_deyr_aoi | wsi_deyr_aoi | spi_deyr_aoi | z_deyr_aoi | z_dt_deyr_aoi | t_deyr_nat | t_dt_deyr_nat | rain_deyr_nat | wsi_deyr_nat | spi_deyr_nat | z_deyr_nat | z_dt_deyr_nat | era5_nat | era5_aoi | asi_nat | asi_aoi | mvhi_nat | mvhi_aoi | prod_anom | impact | impact_cerf | impact_emdat | impact_plus_undated | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| year | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2001 | 19.63 | -0.31 | 43.95 | 82.28 | 0.08 | 0.16 | 0.40 | 19.26 | -0.31 | 57.56 | 88.65 | 0.21 | 0.22 | 0.45 | 20.80 | -0.33 | 39.36 | 81.07 | -0.01 | 0.08 | 0.24 | 20.62 | -0.29 | 37.77 | 78.63 | -0.07 | 0.04 | 0.25 | 20.28 | 0.08 | 15.35 | 67.82 | -0.40 | 0.08 | 0.39 | 19.90 | 0.05 | 15.12 | 70.55 | -0.50 | 0.18 | 0.51 | 4.52 | 3.39 | 5.00 | 19.79 | 0.51 | 0.48 | 23.25 | 0 | 0 | 0 | 0 |
| 2002 | 20.09 | 0.12 | 37.17 | 78.37 | -0.80 | -0.21 | 0.01 | 19.81 | 0.22 | 48.20 | 85.01 | -0.81 | -0.18 | 0.02 | 21.16 | 0.00 | 31.97 | 82.12 | -0.29 | 0.14 | 0.28 | 21.12 | 0.18 | 30.55 | 77.52 | -0.37 | 0.08 | 0.28 | 20.27 | 0.05 | 18.96 | 66.16 | -0.57 | -0.26 | 0.02 | 20.02 | 0.14 | 17.79 | 67.93 | -0.62 | -0.26 | 0.04 | 3.91 | 2.62 | 25.61 | 45.17 | 0.41 | 0.36 | 0.21 | 1 | 0 | 1 | 1 |
| 2003 | 19.65 | -0.34 | 45.35 | 81.93 | 0.02 | -0.33 | -0.13 | 19.29 | -0.32 | 59.72 | 87.76 | 0.07 | -0.35 | -0.16 | 21.14 | -0.04 | 36.03 | 80.99 | -0.05 | -0.18 | -0.05 | 21.13 | 0.16 | 32.06 | 75.75 | -0.35 | -0.28 | -0.10 | 20.07 | -0.17 | 14.17 | 61.52 | -0.50 | -0.72 | -0.46 | 19.77 | -0.13 | 13.62 | 65.70 | -0.45 | -0.60 | -0.32 | 4.52 | 3.27 | 19.56 | 33.30 | 0.45 | 0.42 | -6.36 | 0 | 0 | 0 | 0 |
| 2004 | 19.96 | -0.06 | 39.50 | 76.82 | -0.70 | -0.42 | -0.24 | 19.56 | -0.07 | 51.51 | 84.31 | -0.58 | -0.37 | -0.20 | 20.90 | -0.32 | 30.92 | 85.91 | -0.37 | 0.04 | 0.16 | 20.80 | -0.20 | 29.98 | 81.23 | -0.42 | -0.10 | 0.06 | 20.05 | -0.22 | 18.09 | 68.90 | -0.14 | -0.23 | 0.00 | 19.82 | -0.10 | 17.41 | 70.28 | -0.25 | -0.29 | -0.04 | 4.16 | 2.93 | 14.74 | 24.52 | 0.44 | 0.44 | -10.90 | 0 | 0 | 0 | 0 |
| 2005 | 20.16 | 0.12 | 40.28 | 80.84 | -0.08 | 0.15 | 0.31 | 19.73 | 0.07 | 53.47 | 87.26 | -0.08 | 0.06 | 0.21 | 21.13 | -0.12 | 47.16 | 80.14 | 0.30 | 0.05 | 0.15 | 20.94 | -0.09 | 43.75 | 78.44 | 0.19 | -0.07 | 0.07 | 20.44 | 0.14 | 11.99 | 62.85 | -0.58 | -0.21 | -0.00 | 20.09 | 0.14 | 11.85 | 66.50 | -0.58 | -0.22 | -0.00 | 4.49 | 3.13 | 4.11 | 9.67 | 0.49 | 0.51 | 1.36 | 1 | 1 | 1 | 1 |
| 2006 | 20.18 | 0.11 | 45.24 | 82.56 | 0.23 | -0.02 | 0.12 | 19.72 | 0.04 | 58.89 | 88.65 | 0.30 | 0.00 | 0.13 | 21.09 | -0.18 | 42.31 | 88.29 | 0.37 | 0.44 | 0.53 | 20.82 | -0.24 | 42.97 | 85.71 | 0.30 | 0.27 | 0.40 | 20.28 | -0.03 | 27.36 | 78.51 | 0.59 | 0.20 | 0.38 | 19.95 | -0.02 | 26.36 | 78.32 | 0.58 | 0.14 | 0.33 | 4.57 | 3.30 | 11.15 | 10.83 | 0.46 | 0.46 | -8.05 | 0 | 0 | 0 | 0 |
| 2007 | 20.06 | -0.03 | 53.84 | 85.88 | 0.96 | 0.37 | 0.49 | 19.59 | -0.12 | 66.03 | 91.04 | 0.83 | 0.40 | 0.52 | 21.59 | 0.30 | 38.66 | 83.61 | 0.01 | 0.19 | 0.26 | 21.38 | 0.29 | 38.05 | 81.31 | 0.05 | 0.21 | 0.32 | 20.37 | 0.03 | 11.96 | 64.92 | -0.23 | 0.01 | 0.16 | 19.87 | -0.13 | 11.78 | 67.72 | -0.29 | 0.04 | 0.20 | 4.96 | 3.76 | 9.78 | 22.06 | 0.46 | 0.43 | -8.81 | 1 | 1 | 1 | 1 |
| 2008 | 20.05 | -0.06 | 46.44 | 79.88 | 0.19 | -0.31 | -0.21 | 19.63 | -0.10 | 58.12 | 86.97 | 0.18 | -0.15 | -0.05 | 21.24 | -0.09 | 30.18 | 76.78 | -1.03 | -0.75 | -0.69 | 20.93 | -0.18 | 33.45 | 75.58 | -0.71 | -0.53 | -0.45 | 20.13 | -0.24 | 25.28 | 70.99 | 0.82 | 0.07 | 0.20 | 19.81 | -0.22 | 22.51 | 72.81 | 0.54 | 0.00 | 0.14 | 4.22 | 3.16 | 12.66 | 46.15 | 0.45 | 0.38 | -10.77 | 1 | 0 | 1 | 1 |
| 2009 | 20.64 | 0.50 | 36.65 | 74.28 | -0.78 | -0.92 | -0.84 | 20.28 | 0.53 | 47.69 | 82.53 | -0.82 | -0.79 | -0.71 | 21.80 | 0.45 | 29.04 | 78.57 | -0.75 | -0.47 | -0.42 | 21.60 | 0.46 | 28.47 | 75.39 | -0.58 | -0.42 | -0.35 | 20.72 | 0.34 | 21.73 | 65.05 | -0.07 | -0.77 | -0.66 | 20.35 | 0.30 | 19.44 | 66.97 | -0.36 | -0.78 | -0.67 | 3.71 | 2.72 | 20.75 | 54.39 | 0.40 | 0.32 | -2.97 | 0 | 0 | 0 | 0 |
| 2010 | 20.19 | 0.02 | 46.06 | 84.56 | 0.25 | 0.29 | 0.35 | 19.77 | 0.00 | 60.03 | 89.97 | 0.30 | 0.01 | 0.07 | 21.13 | -0.25 | 50.93 | 89.21 | 1.04 | 0.78 | 0.82 | 21.01 | -0.16 | 45.77 | 85.54 | 0.67 | 0.47 | 0.53 | 20.73 | 0.32 | 10.20 | 58.40 | -0.83 | -0.32 | -0.25 | 20.21 | 0.13 | 10.76 | 63.52 | -0.71 | -0.37 | -0.29 | 4.51 | 3.27 | 4.60 | 1.04 | 0.50 | 0.56 | 2.30 | 1 | 1 | 1 | 1 |
| 2011 | 20.01 | -0.18 | 49.07 | 81.05 | 0.69 | -0.16 | -0.12 | 19.56 | -0.23 | 60.80 | 87.68 | 0.56 | -0.13 | -0.09 | 21.76 | 0.36 | 32.63 | 63.38 | -1.18 | -1.04 | -1.01 | 21.31 | 0.11 | 36.40 | 66.41 | -0.89 | -0.81 | -0.78 | 19.92 | -0.51 | 21.14 | 73.21 | 0.19 | 0.15 | 0.20 | 19.60 | -0.49 | 18.60 | 73.58 | 0.03 | 0.08 | 0.13 | 4.29 | 3.37 | 12.84 | 34.22 | 0.44 | 0.38 | -2.81 | 1 | 0 | 1 | 1 |
| 2012 | 20.23 | 0.02 | 51.15 | 82.68 | 0.64 | -0.17 | -0.15 | 19.75 | -0.06 | 64.11 | 88.72 | 0.68 | -0.18 | -0.16 | 21.38 | -0.05 | 35.59 | 81.73 | -0.38 | -0.74 | -0.72 | 21.18 | -0.05 | 35.21 | 80.01 | -0.46 | -0.74 | -0.72 | 20.62 | 0.16 | 15.43 | 68.35 | -0.23 | -0.08 | -0.06 | 20.21 | 0.09 | 16.15 | 70.86 | -0.20 | -0.19 | -0.16 | 4.74 | 3.45 | 11.65 | 29.66 | 0.45 | 0.40 | -0.71 | 0 | 0 | 0 | 0 |
| 2013 | 19.92 | -0.32 | 46.45 | 83.33 | 0.25 | 0.12 | 0.12 | 19.55 | -0.29 | 58.83 | 89.12 | 0.27 | -0.01 | -0.01 | 21.16 | -0.30 | 45.51 | 89.28 | 0.47 | 0.17 | 0.17 | 21.14 | -0.12 | 41.87 | 82.77 | 0.07 | -0.07 | -0.07 | 20.07 | -0.42 | 23.20 | 75.48 | 0.53 | 0.29 | 0.29 | 19.72 | -0.42 | 22.12 | 76.19 | 0.40 | 0.19 | 0.19 | 4.49 | 3.38 | 6.25 | 9.12 | 0.48 | 0.49 | 0.45 | 0 | 0 | 0 | 0 |
| 2014 | 20.41 | 0.15 | 41.23 | 81.31 | -0.33 | 0.03 | 0.01 | 19.96 | 0.10 | 52.93 | 87.69 | -0.36 | 0.04 | 0.02 | 21.39 | -0.09 | 43.27 | 83.01 | 0.22 | 0.24 | 0.23 | 21.01 | -0.28 | 47.16 | 82.96 | 0.53 | 0.40 | 0.39 | 20.30 | -0.21 | 20.85 | 70.90 | 0.51 | 0.28 | 0.25 | 19.97 | -0.20 | 21.22 | 73.91 | 0.58 | 0.27 | 0.25 | 4.30 | 3.16 | 5.02 | 12.76 | 0.49 | 0.47 | 3.37 | 0 | 0 | 0 | 1 |
| 2015 | 20.90 | 0.61 | 40.41 | 76.13 | -0.32 | -0.27 | -0.31 | 20.54 | 0.66 | 49.33 | 83.16 | -0.60 | -0.26 | -0.30 | 21.37 | -0.14 | 35.45 | 83.17 | -0.62 | -0.52 | -0.55 | 21.25 | -0.07 | 37.07 | 79.39 | -0.51 | -0.45 | -0.48 | 20.96 | 0.43 | 22.61 | 68.93 | 0.25 | -0.05 | -0.10 | 20.70 | 0.51 | 22.31 | 71.01 | 0.23 | -0.13 | -0.18 | 3.72 | 2.93 | 23.26 | 46.47 | 0.40 | 0.32 | 5.22 | 1 | 1 | 1 | 1 |
| 2016 | 20.34 | 0.03 | 38.07 | 80.22 | -0.53 | 0.16 | 0.10 | 19.99 | 0.08 | 51.91 | 87.11 | -0.28 | 0.20 | 0.14 | 21.95 | 0.40 | 43.57 | 87.82 | 0.37 | 0.08 | 0.04 | 21.65 | 0.31 | 43.70 | 86.20 | 0.35 | 0.12 | 0.07 | 20.85 | 0.30 | 14.72 | 63.13 | -0.49 | -0.41 | -0.49 | 20.52 | 0.30 | 13.96 | 66.76 | -0.58 | -0.28 | -0.36 | 4.07 | 2.83 | 6.05 | 4.00 | 0.48 | 0.50 | 3.20 | 1 | 1 | 0 | 1 |
| 2017 | 20.53 | 0.20 | 48.90 | 81.01 | 0.29 | -0.34 | -0.42 | 20.12 | 0.20 | 61.24 | 87.57 | 0.28 | -0.18 | -0.25 | 21.95 | 0.38 | 32.61 | 77.06 | -0.52 | -0.56 | -0.61 | 21.50 | 0.13 | 37.76 | 77.08 | -0.20 | -0.16 | -0.23 | 20.31 | -0.26 | 17.46 | 68.57 | 0.37 | -0.14 | -0.24 | 20.15 | -0.09 | 17.12 | 71.66 | 0.32 | -0.06 | -0.17 | 4.35 | 3.39 | 11.84 | 28.72 | 0.45 | 0.40 | 8.60 | 1 | 1 | 0 | 1 |
| 2018 | 20.09 | -0.27 | 42.36 | 82.81 | -0.07 | 0.29 | 0.19 | 19.67 | -0.27 | 55.39 | 89.02 | -0.03 | 0.20 | 0.11 | 20.77 | -0.83 | 51.37 | 91.24 | 0.95 | 0.51 | 0.44 | 20.71 | -0.69 | 47.23 | 85.67 | 0.62 | 0.25 | 0.16 | 20.76 | 0.16 | 16.85 | 68.70 | -0.10 | 0.11 | -0.02 | 20.45 | 0.18 | 16.67 | 72.69 | -0.05 | 0.11 | -0.03 | 4.26 | 2.89 | 5.98 | 11.06 | 0.50 | 0.50 | 7.68 | 1 | 1 | 0 | 1 |
| 2019 | 20.26 | -0.12 | 52.42 | 83.23 | 0.86 | 0.18 | 0.06 | 19.78 | -0.19 | 64.72 | 89.11 | 0.67 | 0.23 | 0.12 | 22.06 | 0.44 | 38.67 | 77.20 | -0.34 | -0.41 | -0.48 | 21.76 | 0.33 | 39.45 | 78.62 | -0.15 | -0.16 | -0.26 | 20.28 | -0.34 | 34.60 | 82.61 | 1.46 | 0.66 | 0.50 | 20.03 | -0.27 | 33.76 | 82.71 | 1.53 | 0.59 | 0.43 | 5.04 | 3.65 | 6.47 | 17.97 | 0.51 | 0.47 | 9.83 | 0 | 0 | 0 | 0 |
| 2020 | 20.18 | -0.23 | 52.38 | 85.02 | 0.82 | 0.70 | 0.56 | 19.76 | -0.23 | 64.28 | 90.32 | 0.69 | 0.51 | 0.38 | 21.57 | -0.08 | 45.93 | 88.36 | 0.67 | 0.74 | 0.65 | 21.39 | -0.07 | 44.63 | 86.71 | 0.66 | 0.55 | 0.43 | 20.71 | 0.06 | 15.55 | 66.48 | -0.08 | 0.37 | 0.19 | 20.34 | 0.03 | 15.00 | 69.66 | -0.11 | 0.32 | 0.13 | 4.82 | 3.97 | 3.75 | 3.96 | 0.52 | 0.55 | 6.23 | 1 | 1 | 1 | 1 |
| 2021 | 20.29 | -0.14 | 43.58 | 80.74 | -0.08 | 0.06 | -0.09 | 19.90 | -0.11 | 57.54 | 87.25 | 0.06 | 0.11 | -0.04 | 21.54 | -0.14 | 37.62 | 76.82 | -0.19 | -0.35 | -0.45 | 21.24 | -0.24 | 36.53 | 74.17 | -0.14 | -0.23 | -0.37 | 20.86 | 0.19 | 13.58 | 60.40 | -0.23 | -0.12 | -0.32 | 20.47 | 0.12 | 14.80 | 65.99 | -0.06 | 0.03 | -0.19 | 3.90 | 2.91 | 9.07 | 22.08 | 0.50 | 0.45 | 2.13 | 1 | 1 | 1 | 1 |
| 2022 | 20.22 | -0.24 | 41.32 | 77.04 | -0.52 | -0.64 | -0.82 | 19.78 | -0.25 | 56.57 | 84.81 | -0.21 | -0.49 | -0.66 | 22.18 | 0.47 | 25.87 | 72.39 | -1.12 | -0.66 | -0.78 | 21.97 | 0.46 | 26.21 | 70.80 | -1.01 | -0.46 | -0.62 | 20.89 | 0.19 | 16.97 | 65.56 | -0.09 | -0.46 | -0.69 | 20.40 | 0.03 | 17.21 | 69.79 | -0.01 | -0.23 | -0.48 | 4.25 | 2.96 | 14.83 | 42.01 | 0.49 | 0.38 | -5.45 | 1 | 1 | 0 | 1 |
| 2023 | 20.89 | 0.40 | 41.28 | 78.57 | -0.43 | 0.60 | 0.40 | 20.56 | 0.50 | 54.03 | 85.66 | -0.33 | 0.63 | 0.44 | 21.03 | -0.71 | 57.60 | 92.70 | 1.26 | 0.94 | 0.81 | 21.00 | -0.55 | 53.54 | 88.82 | 1.07 | 0.83 | 0.65 | 20.76 | 0.04 | 31.55 | 77.73 | 1.27 | 0.75 | 0.50 | 20.64 | 0.25 | 30.36 | 77.94 | 1.16 | 0.68 | 0.40 | 3.62 | 3.02 | 3.07 | 6.02 | 0.54 | 0.62 | -7.84 | 1 | 1 | 0 | 1 |
| 2024 | 20.57 | 0.06 | 47.64 | 84.27 | 0.58 | 0.61 | 0.39 | 20.17 | 0.09 | 61.76 | 89.71 | 0.60 | 0.51 | 0.30 | 21.94 | 0.18 | 45.62 | 89.13 | 0.63 | 0.85 | 0.71 | 21.91 | 0.33 | 42.19 | 84.51 | 0.40 | 0.80 | 0.61 | 20.74 | 0.00 | 22.09 | 72.22 | 0.46 | 0.72 | 0.43 | 20.40 | -0.02 | 22.51 | 75.02 | 0.54 | 0.69 | 0.39 | 4.46 | 3.50 | 2.05 | 4.04 | 0.57 | 0.58 | -10.23 | 1 | 1 | 0 | 1 |
| 2025 | 20.49 | -0.04 | 46.88 | 80.80 | 0.11 | 0.22 | -0.02 | 20.09 | -0.01 | 59.74 | 87.09 | 0.12 | 0.18 | -0.05 | 21.86 | 0.07 | 40.50 | 82.16 | 0.06 | 0.52 | 0.36 | 21.69 | 0.09 | 39.68 | 79.59 | -0.01 | 0.48 | 0.27 | 20.82 | 0.06 | 14.94 | 61.43 | -0.36 | 0.17 | -0.13 | 20.40 | -0.04 | 15.46 | 66.77 | -0.26 | 0.26 | -0.07 | 4.04 | 3.17 | 7.55 | 23.81 | 0.49 | 0.46 | NaN | 0 | 0 | 0 | 0 |