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Some data are very strange
2 points with an up_catchment_area >40000 and a st_cs_largeurlameeau very small (<15).
View with the up_catchment area >40000 - they correspond to the riversegement with the maximal higth, so the problems don't come from the calculation of the up_catchment_area, but when we join the CCM layer and the BDMAP points.
2 st_codecsp (ers[ers$up_catchment_area>40000,"st_codecsp"]) : 06840051, 0547C025
gid | st_codecsp | uga | strahler | op_cs_largeurlameeau | op_surfaceechantillon | up_catchment_area |
328337 | 06840051 | RhoneMediterranee | 8 | 5.38 | 344.32 | 72120.24 |
243756 | 0547C025 | Garonne | 7 | 9 | 1215 | 44687.99 |
288926 | 04430072 | Loire | 4 | 61.8 | 1854 | 1815.24 |
240081 | 06250162 | RhoneMediterranee | 1 | 39 | 1638 | 1.09 |
305966 | 0532B006 | Adour | 5 | 40.0 | 2200 | 1254.41 |
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L’ordre de grandeur des largeurs de cours d’eau pour le bassin de la Loire en fonction du rang de Strahler est de (Wasson et al. 2006) :
- 0,5 à 2 m pour le rang 1
- 2 à 4 m pour le rang 2
- 4 à 8 m pour le rang 3
- 8 à 12 m pour le rang 4
- 18 à 20 m pour le rang 5
Correspondance entre rangs de Strahler et surfaces de bassins versants amont (valeurs médianes en km²) par grands bassins hydrographiques (Wasson et al. 2006) :
Strahler | AP | AG | RM | RMC | SN | LB |
3 | 252 | 106 | 104 | 148 | 199 | 91 |
4 | 489 | 411 | 389 | 309 | 629 | 163 |
5 | 1 338 | 1 811 | 1 762 | 1 194 | 3 037 | 580 |
6 | 6 761 | 7 425 | 6 545 | 9 507 | 2 728 | |
7 | 34 740 | 27 686 | 64 953 | 12 889 | ||
8 | 63 706 | 38 454 |
(AP Artois Picardie ; AG Adour Garonne ; RM Rhin Meuse ; RMC Rhône Méditerranée Corse ; SN Seine Normandie ; LB Loire Bretagne)
In blue : BDCarthage In red : CCM
Point 06840051
The join is good between the CCM and BDMAP, maybe it's the largeurlameau which is wrong.
Point 0547C025
No match with the CCM layer, we can delete this point
Model with and without these points
Model log largeur lame eau ~log up_area
lm(formula = log(ers0_station$st_cs_largeurlameeau) ~ log(ers0_station$st_up_area))
Residuals:
Min 1Q Median 3Q Max
-2.279056 -0.272438 0.002999 0.253847 2.319976
Coefficients:
Estimate | Std. Error | t value | Pr(>|t|) | ||
(Intercept) | 0.44761 | 0.04596 | 9.74 | <2e-16 * | |
log(ers0_station$st_up_area) | 0.29407 | 0.01025 | 28.69 | <2e-16 * |
---
Signif. codes: 0 '*' 0.001 '' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 0.4814 on 1143 degrees of freedom
(1 observation deleted due to missingness)
Multiple R-squared: 0.4186, Adjusted R-squared: 0.4181
F-statistic: 822.9 on 1 and 1143 DF, p-value: < 2.2e-16