KNMI

Notice this page is supplementary data for a paper sketch.

Some stuff about the location.

In the two images above the CRPS (Continuous Ranked Probability Score) of the ELR and Random Forest method is displayed for almost every of the approximately 300 measurement locations. This CRPS is a generalization of the MAE (mean average error), and therefore a lower score is better. Below the CRPS is compared in a stem plot per measurement location. It can be seen that overall the Random Forest method performs marginally better than the ELR method.

In the image below the MSE (Mean Squared Error) of the baseline, ELR and Random Forest method is displayed. Note first of all that the statistical post processing methods indeed improve the forecasts, as the MSE of the ELR and Random Forest method are lower than that of the baseline. Furthermore, the Random Forest method performs marginally better than the ELR method, just as with the CRPS.

Below the rank histograms of both the ELR and Forest methods of all locations can be seen. Rank histograms are a verification tool; they show how reliable a forecast is. If an ensemble forecast is reliable, then its rank histogram will be flat. Any deviations from a uniform distribution mean that the model is not completely accurate. Notice that also rank histograms for individual locations can be seen by navigating the table below.

Below the variable importance of the two methods is compared for all the measurement locations together.

Below the Brier Skill Score of the two methods is displayed.

In the table below results on a station level is displayed. Notice that by clicking on the location number one can see even more information.

location	CRPS elr	CRPS forest	MSE rwm	MSE elr	MSE forest	Location name	Region name
101	0.5087	0.459	0.4209	0.3365	0.2886	Berkum	Overijssel
102	0.5157	0.459	0.4115	0.3598	0.3076	Lichtmis	Overijssel
103	0.5732	0.5078	0.4164	0.377	0.3436	Lankhorst A32	Friesland
104	0.5111	0.446	0.3882	0.3183	0.2787	Veendijk	Friesland
105	0.5727	0.504	0.3623	0.2908	0.2991	Steenwijk	Friesland
106	0.5357	0.4658	0.384	0.2984	0.2695	Katerveer	Overijssel
107	0.5394	0.4603	0.4079	0.3209	0.3022	Eilandbrug	Friesland
109	0.4963	0.4465	0.3601	0.3064	0.267	Enschede	Overijssel
111	0.4789	0.4273	0.3893	0.3305	0.294	Heino	Overijssel
112	0.4892	0.4325	0.3523	0.282	0.2406	Nijverdal	Overijssel
113	0.5597	0.4994	0.3852	0.3307	0.3009	Ommen N36	Overijssel
201	0.5314	0.4623	0.3703	0.3201	0.2721	Nieuwegein	Midden Nederland
202	0.5326	0.47	0.3688	0.2997	0.2641	Oudenrijn	Midden Nederland
203	0.5362	0.462	0.4076	0.3284	0.3051	Harmelen	Zuid Holland Noord
204	0.4971	0.5701	1.0369	0.9553	0.9606	Breukelen	Zuid Holland Noord
205	0.5674	0.4848	0.4182	0.3812	0.338	Galecopperbrug	Midden Nederland
206	0.538	0.4685	0.4712	0.4023	0.3558	Hagestein	Midden Nederland
207	0.5348	0.4798	0.3072	0.2515	0.2381	Lunetten	Midden Nederland
208	0.5832	0.5195	0.3435	0.3009	0.2811	Maarn	Midden Nederland
209	0.5249	0.4582	0.3431	0.2451	0.2377	Rijnsweerd	Midden Nederland
210	0.5538	0.4914	0.3345	0.2796	0.2758	De Bilt	Midden Nederland
211	0.4898	0.4969	0.8505	0.9388	0.8208	Soesterberg	Midden Nederland
212	0.5229	0.5051	0.8427	0.8057	0.8304	Leusden	Midden Nederland
213	0.5754	0.5198	0.37	0.3421	0.3197	Hilversum	Midden Nederland
214	0.6126	0.5285	0.3158	0.2806	0.2709	Eemnes	Midden Nederland
215	0.495	0.4373	0.4236	0.3914	0.342	Bunschoten	Midden Nederland
216	0.55	0.4779	0.3289	0.2706	0.242	Vianen	Midden Nederland
217	0.5843	0.5302	0.3299	0.2957	0.2633	Veenendaal	Gelderland
251	0.6364	0.6032	0.4388	0.3847	0.3485	Ronde Venen	Provincie
252	0.5176	0.5573	0.7959	0.7414	0.7669	Cabauw (Lopik)	Provincie
253	0.5328	0.4853	0.2989	0.2599	0.2289	Maarssen	Provincie
254	0.5914	0.5364	0.3494	0.3214	0.2879	Den Dolder	Provincie
255	0.5644	0.5325	0.3677	0.3476	0.3118	Grebbeberg	Provincie
351	0.4925	0.4281	0.3444	0.2328	0.2205	Knooppunt Benelux	Zuid Holland Zuid
352	0.5117	0.444	0.3151	0.2392	0.2308	Vaanplein	Zuid Holland Zuid
353	0.5326	0.4713	0.3235	0.3205	0.288	Van Brienenoordbrug	Zuid Holland Zuid
354	0.5165	0.4491	0.5328	0.4466	0.472	Knooppunt Ridderkerk	Zuid Holland Zuid
355	0.5567	0.5045	0.2749	0.2464	0.2389	Volkeraksluis	Zuid Holland Zuid
356	0.4908	0.4452	0.32	0.2869	0.2812	De Hoge Lus	Zuid Holland Zuid
357	0.5072	0.4506	0.3345	0.281	0.2681	s Gravendeel	Brabant West
358	0.4813	0.4242	0.3778	0.2981	0.2726	Alblasserdam	Zuid Holland Zuid
359	0.4602	0.3973	0.4583	0.3418	0.3249	Buldersteeg	Midden Nederland
360	0.4923	0.4029	0.5722	0.3059	0.2864	Merwedebrug	Midden Nederland
361	0.4866	0.4249	0.4232	0.3285	0.3077	De Zouwe	Midden Nederland
362	0.5286	0.4545	0.3382	0.2801	0.252	Everdingen	Midden Nederland
363	0.5294	0.4737	0.3801	0.3313	0.3142	Diefdijk	Midden Nederland
364	0.5377	0.4736	0.2994	0.2658	0.2431	Ridderster	Zuid Holland Zuid
371	0.5165	0.4885	0.3038	0.2882	0.2561	Ouddorp Haven	Zeeland
372	0.5331	0.467	0.2979	0.2768	0.251	Haringvliet	Zuid Holland Zuid
373	0.5127	0.468	0.4346	0.4087	0.3638	Calandbrug	Zuid Holland Zuid
374	0.4737	0.4171	0.4265	0.3654	0.3157	Papendrechtsebrug	Brabant West
375	0.5138	0.4528	0.3366	0.2831	0.2484	Oostvoorne	Provincie
376	0.5453	0.4891	0.3179	0.3164	0.2826	Dirksland	Provincie
377	0.5229	0.4627	0.3295	0.2927	0.2803	Oud Beyerland	Provincie
378	0.5169	0.4573	0.4673	0.3923	0.3722	Haastrecht	Provincie
379	0.5659	0.4791	0.5386	0.4709	0.4863	Bergambacht	Provincie
380	0.4607	0.4387	0.7095	0.7161	0.6684	Noordeloos	Provincie
381	0.4522	0.4201	0.4222	0.3962	0.3515	Bleskensgraaf	Provincie
382	0.5189	0.4565	0.4585	0.4092	0.4073	Oud Alblas	Provincie
410	0.56	0.4799	0.3812	0.3443	0.3482	Maanderbroek	Gelderland
412	0.5134	0.4465	0.3569	0.3059	0.2665	Waterberg	Gelderland
413	0.5074	0.4396	0.4572	0.4144	0.3405	IJsselbrug	Gelderland
414	0.5397	0.4848	0.3461	0.3062	0.2814	Babberich	Gelderland
415	0.5218	0.4663	0.3478	0.2869	0.2469	Doetinchem	Gelderland
416	0.5258	0.4617	0.4529	0.4209	0.3823	De Slenk	Gelderland
417	0.5073	0.4457	0.4224	0.383	0.3528	Terlet	Gelderland
418	0.5281	0.4766	0.3611	0.3065	0.2782	Barneveld	Midden Nederland
419	0.4984	0.447	0.3689	0.3167	0.2768	Groenlo	Gelderland
421	0.5518	0.4905	0.3779	0.307	0.2934	Ruurlo	Provincie
422	0.5294	0.483	0.3723	0.3767	0.3665	Terborg	Provincie
423	0.4994	0.4402	0.3433	0.3401	0.2771	Aalten	Provincie
424	0.5027	0.4562	0.3793	0.3251	0.2887	Lochem	Provincie
425	0.563	0.5064	0.3542	0.3788	0.3092	Zutphen	Provincie
426	0.502	0.4795	0.5575	0.5331	0.501	Rheden	Provincie
427	0.559	0.4935	0.4011	0.3465	0.3305	Brug Twente kanaal	Provincie
430	0.5253	0.4727	0.7845	0.6464	0.5814	Middachtenbrug	Provincie
451	0.5438	0.4893	0.413	0.3846	0.3611	Vuren	Midden Nederland
452	0.5602	0.5041	0.358	0.3425	0.3079	Deil	Midden Nederland
453	0.504	0.4324	0.3512	0.2465	0.2191	Tiel	Gelderland
454	0.5671	0.5011	0.5982	0.5349	0.541	Knooppunt Ressen	Gelderland
455	0.5092	0.4398	0.4523	0.3653	0.3074	Ewijk brug	Gelderland
456	0.5589	0.4693	0.4278	0.3954	0.3913	Bankhoef	Gelderland
457	0.5213	0.4757	0.4078	0.3465	0.3061	Neerbosch	Gelderland
458	0.5396	0.4619	0.314	0.3114	0.2687	Heumen brug	Gelderland
471	0.4909	0.4447	0.3708	0.3179	0.2873	Brakel	Provincie
472	0.5371	0.4741	0.3235	0.2808	0.2615	Gellicum	Provincie
473	0.5227	0.4631	0.4002	0.3448	0.3289	Buren	Provincie
474	0.5853	0.5005	0.3724	0.3718	0.3148	Alemse Stoep	Provincie
475	0.461	0.4214	0.7386	0.48	0.4236	Rijnbrug Rhenen	Provincie
476	0.521	0.4669	0.3928	0.3424	0.3196	Druten	Provincie
477	0.5212	0.4331	0.5988	0.356	0.302	Pleybrug Arnhem	Provincie
478	0.6245	0.544	0.4068	0.3645	0.3462	Angeren	Provincie
479	0.506	0.6147	1.4363	1.4337	1.4035	Groesbeek	Provincie
480	0.552	0.4828	0.3713	0.3088	0.2813	Wijchen	Provincie
500	0.5404	0.4612	0.3002	0.2573	0.2197	Westpoort	Noord Holland
501	0.5593	0.5046	0.3291	0.2811	0.2625	Alkmaar	Noord Holland
502	0.5561	0.5063	0.3553	0.3253	0.2777	Uitgeest	Noord Holland
503	0.6515	0.5673	0.5028	0.5002	0.4553	Halfweg	Noord Holland
505	0.5199	0.4642	0.3854	0.3311	0.2828	Spieringweg	Noord Holland
506	0.522	0.4665	0.3635	0.3472	0.3193	Knooppunt Badhoevedorp	Zuid Holland Noord
507	0.4953	0.4401	0.4881	0.4504	0.4057	Knooppunt Burgerveen	Zuid Holland Noord
508	0.5619	0.4838	0.3344	0.2983	0.2599	Abbenes	Zuid Holland Noord
509	0.5137	0.4676	0.5183	0.52	0.5022	Westzaan	Noord Holland
510	0.5565	0.5073	0.3	0.2693	0.2594	Zaandam	Noord Holland
511	0.5156	0.4577	0.3447	0.3087	0.2641	Kadoelen	Noord Holland
512	0.5126	0.4481	0.3606	0.2908	0.2448	Schinkelbrug	Noord Holland
513	0.7434	0.6513	0.4708	0.4229	0.4095	Muiderbrug	Noord Holland
514	0.5369	0.4866	0.3266	0.2767	0.2463	Naardertrekvaart	Noord Holland
515	0.5775	0.52	0.6773	0.6415	0.5956	Laren	Midden Nederland
516	0.5815	0.5187	0.3465	0.3169	0.2754	Holendrecht	Zuid Holland Noord
517	0.5087	0.4557	0.2791	0.2173	0.1984	West Randweg	Noord Holland
518	0.4997	0.4381	0.3735	0.306	0.258	De Hoek	Zuid Holland Noord
520	0.5679	0.5118	0.3666	0.3371	0.3095	Robbenoordbos	Noord Holland
521	0.593	0.5182	0.3579	0.3285	0.2797	West Frieschevaart	Noord Holland
522	0.5309	0.4676	0.4367	0.4101	0.3792	Broerdijk	Noord Holland
523	0.5116	0.4492	0.3641	0.3063	0.2833	Hoorn	Noord Holland
524	0.5205	0.477	0.3393	0.3104	0.2538	Purmerend	Noord Holland
528	0.5558	0.4881	0.3693	0.3218	0.3027	Koedijk	Noord Holland
529	0.543	0.4716	0.3374	0.3034	0.2756	Zijpersluis	Noord Holland
530	0.5812	0.5031	0.3693	0.3419	0.293	Julianadorp	Noord Holland
531	0.5345	0.4609	0.4509	0.3473	0.3262	Hippolytushoef	Noord Holland
532	0.6841	0.6058	0.3655	0.3325	0.3126	Den Oever	Noord Holland
533	0.715	0.6269	0.322	0.2927	0.2539	Konwerderzand dijk	Noord Holland
534	0.6521	0.5694	0.3993	0.3361	0.3561	Konwerderzand brug	Noord Holland
535	0.7618	0.6785	0.3631	0.2711	0.2508	Breezanddijk	Noord Holland
551	0.5666	0.4776	0.323	0.2779	0.2471	Oegstgeesterkanaal	Zuid Holland Noord
552	0.5165	0.4543	0.332	0.2945	0.2676	Dwarswetering	Zuid Holland Noord
553	0.5493	0.4727	0.4255	0.3981	0.3546	Sassenheim	Zuid Holland Noord
554	0.5257	0.4754	0.2995	0.2679	0.2331	Prins Clausplein	Zuid Holland Zuid
555	0.5216	0.4755	0.3795	0.3587	0.316	Delft	Zuid Holland Zuid
556	0.5741	0.5087	0.3347	0.3049	0.2789	Maasland	Zuid Holland Zuid
557	0.5086	0.4393	0.3801	0.3147	0.2782	Zevenhuizen	Zuid Holland Noord
558	0.5203	0.4414	0.3678	0.3036	0.2647	Bodegraven	Zuid Holland Noord
559	0.4957	0.3934	0.5951	0.3337	0.3363	Groene Brug	Zuid Holland Noord
560	0.5014	0.4236	0.3533	0.2772	0.2515	Rotteviaduct	Zuid Holland Zuid
561	0.5586	0.5103	0.3425	0.3446	0.3114	Noordwijkerhout	Provincie
563	0.5553	0.504	0.3198	0.2912	0.2663	Nieuwveen	Provincie
564	0.5294	0.4789	0.7616	0.7968	0.7284	Katwijk	Provincie
565	0.502	0.4468	0.3354	0.2856	0.247	Alphen a/d Rijn	Provincie
566	0.5015	0.4436	0.3164	0.2711	0.2351	Stompwijk	Provincie
567	0.5757	0.5229	0.3259	0.3074	0.2833	Benthuizen	Provincie
568	0.6147	0.5452	0.3981	0.3739	0.3578	Midden-Delfland	Provincie
569	0.6223	0.552	0.3407	0.3357	0.297	Berkel	Provincie
570	0.5154	0.441	0.3509	0.2925	0.2757	Veilingroute	Provincie
571	0.5796	0.5026	0.3363	0.3344	0.2877	Zwammerdam	Zuid Holland Noord
601	0.5981	0.5424	0.4003	0.3678	0.3288	Almere Stad	Noord Holland
602	0.5985	0.5333	0.3516	0.365	0.3061	Almere Buiten	Noord Holland
603	0.5295	0.4926	0.3801	0.3496	0.3104	Aalscholverweg	Noord Holland
604	0.5142	0.4701	0.3675	0.3444	0.2804	Runderweg	Noord Holland
605	0.6298	0.5432	0.3908	0.353	0.3302	Ketelbrug	Noord Holland
606	0.5261	0.4884	0.3879	0.3468	0.3099	Emmeloord	Friesland
607	0.5683	0.4912	0.3946	0.3334	0.3289	Vogelbek	Friesland
608	0.6265	0.5526	0.4293	0.3689	0.3335	Ens	Friesland
609	0.5021	0.4495	0.3616	0.3095	0.2777	Bant	Friesland
610	0.537	0.469	0.3771	0.3101	0.2792	Hopweg	Friesland
611	0.5472	0.4926	0.4506	0.4279	0.3912	Stichtsebrug	Noord Holland
612	0.593	0.5239	0.4099	0.3692	0.3331	Ramspolbrug	Friesland
711	0.5163	0.4698	0.3045	0.2408	0.2237	Roosendaal	Zeeland
712	0.5086	0.4631	0.2828	0.2376	0.2336	De Mark	Brabant West
713	0.5476	0.4879	0.3399	0.3502	0.3193	Moerdijkbrug	Brabant West
714	0.5002	0.4328	0.3407	0.273	0.255	Oosterhout	Brabant West
715	0.5024	0.441	0.3544	0.3214	0.2458	Knooppunt Galder	Brabant West
716	0.4758	0.4307	0.3645	0.3017	0.2572	Knooppunt Zonzeel	Brabant West
717	0.4672	0.4452	0.642	0.5736	0.5995	Knooppunt De Stok	Zeeland
718	0.5339	0.4846	0.348	0.3314	0.2915	Knooppunt Sabina	Zuid Holland Zuid
719	0.4998	0.446	0.3462	0.2833	0.2752	Knooppunt Markiezaat	Zeeland
720	0.5748	0.5304	0.3437	0.3077	0.2989	Zundert	Provincie
721	0.5482	0.4907	0.3514	0.3369	0.322	Putte	Provincie
722	0.5543	0.5004	0.339	0.3342	0.3083	Steenbergen	Provincie
723	0.4854	0.4432	0.3391	0.3274	0.2878	Rijen 5-Eikenweg	Provincie
810	0.6086	0.526	0.4114	0.3705	0.3554	Elsloo brug	Limburg
811	0.5762	0.5239	0.3879	0.3665	0.3412	Stein brug	Limburg
812	0.5341	0.4943	0.5612	0.5139	0.5094	Boshoven	Limburg
813	0.5004	0.4338	0.3588	0.273	0.2554	Maasbrug	Limburg
814	0.5423	0.4642	0.3152	0.263	0.26	Knooppunt Kerensheide	Limburg
815	0.5196	0.4564	0.3827	0.3303	0.3294	Kruisberg	Limburg
816	0.5114	0.4505	0.384	0.3376	0.322	Dalbrug	Limburg
817	0.4559	0.4136	0.4714	0.4118	0.4139	Eijsden	Limburg
818	0.5468	0.403	0.5775	0.3497	0.3426	Flyover Kerensheide	Limburg
830	0.554	0.4875	0.3188	0.3025	0.2684	Afferden	Provincie
831	0.5096	0.4455	0.3349	0.2689	0.2674	IJsselstein	Provincie
832	0.5129	0.465	0.3261	0.2868	0.2713	Arcen	Provincie
833	0.5875	0.5232	0.3423	0.319	0.3054	Well	Provincie
834	0.5383	0.4732	0.3682	0.3349	0.3145	Budel	Provincie
835	0.5198	0.4678	0.3178	0.3067	0.2939	Horn	Provincie
836	0.5034	0.4496	0.3764	0.3061	0.304	Posterholt	Provincie
838	0.5629	0.5223	0.6067	0.5685	0.5587	Vijlen	Provincie
839	0.5228	0.4504	0.3713	0.3071	0.307	De Planck	Provincie
840	0.5259	0.494	0.3349	0.2985	0.2862	Elmt	Provincie
841	0.4837	0.4449	0.3489	0.3108	0.3149	Heibloem	Provincie
850	0.4775	0.4299	0.5484	0.4715	0.4668	Knooppunt Zaarderheiken	Limburg
851	0.4541	0.4505	0.7122	0.6722	0.6802	Kelpen	Limburg
852	0.4818	0.4606	0.914	0.8614	0.7997	Roosteren	Limburg
853	0.4777	0.4137	0.4843	0.3837	0.392	Knooppunt Ten Esschen	Limburg
854	0.4745	0.5799	0.8881	0.8724	0.8768	Knooppunt Bocholtz	Limburg
870	0.5045	0.4266	0.3923	0.3215	0.2992	Born	Limburg
871	0.5435	0.4806	0.3332	0.2812	0.274	Overloon	Limburg
872	0.5181	0.4546	0.338	0.259	0.26	Venray	Limburg
873	0.5552	0.4926	0.3763	0.3292	0.3392	Waterloo	Limburg
900	0.5717	0.5075	0.3689	0.3204	0.2939	Hintham	Brabant Oost
901	0.5375	0.467	0.3338	0.2595	0.2388	Empel	Brabant Oost
902	0.5574	0.4924	0.3283	0.2929	0.2636	Vught	Brabant Oost
904	0.491	0.4228	0.381	0.288	0.2506	Kerkdriel	Brabant Oost
905	0.5198	0.4793	0.3323	0.3055	0.2861	Raamsdonksveer	Brabant West
906	0.4688	0.4195	0.3717	0.2782	0.2554	Nieuwendijk	Midden Nederland
907	0.5079	0.4359	0.3911	0.2783	0.2437	Ravenstein	Brabant Oost
908	0.542	0.4862	0.3643	0.3135	0.2911	Oss	Brabant Oost
909	0.476	0.4033	0.348	0.2811	0.2403	Keizersveer	Brabant West
910	0.5035	0.4393	0.3581	0.2636	0.2356	Drunen	Brabant West
911	0.5263	0.4696	0.3493	0.2965	0.2873	Den Bosch Noord	Brabant Oost
912	0.5322	0.4661	0.3663	0.3053	0.291	Berkel Enschot	Brabant Oost
913	0.5548	0.4881	0.3451	0.2952	0.276	Veghel	Brabant Oost
914	0.5391	0.4874	0.3198	0.2736	0.2616	Beugen	Gelderland
921	0.5169	0.4772	0.3742	0.3119	0.2956	Heusden	Provincie
922	0.5372	0.4753	0.373	0.3022	0.2816	Lithoijen	Provincie
923	0.5042	0.4311	0.3845	0.3273	0.2937	Eerde	Provincie
924	0.5251	0.455	0.3356	0.2852	0.2347	Mill	Provincie
925	0.5467	0.4671	0.2803	0.2448	0.218	Beers	Provincie
951	0.4855	0.4304	0.3848	0.3184	0.2797	Gilze-Rijen	Brabant West
952	0.4934	0.4356	0.3761	0.31	0.2994	Oirschot	Brabant Oost
953	0.5336	0.4466	0.3363	0.2592	0.2446	Geldrop	Brabant Oost
954	0.5693	0.5	0.3314	0.2844	0.2638	Eersel	Brabant Oost
955	0.5281	0.4507	0.3757	0.2946	0.2914	Leende	Limburg
956	0.4904	0.4307	0.4416	0.3798	0.3544	Kempen-Peelland	Brabant Oost
957	0.5628	0.4644	0.32	0.2573	0.2428	Knooppunt Ekkersweijer	Brabant Oost
958	0.5676	0.47	0.3629	0.2608	0.2542	De Hogt	Brabant Oost
961	0.5551	0.4972	0.3644	0.3135	0.3122	Chaam	Provincie
962	0.6416	0.5364	0.4222	0.3987	0.3927	Reusel	Provincie
963	0.4879	0.4184	0.3865	0.3022	0.2854	Borkel en Schaft	Provincie
964	0.5163	0.5091	0.9094	0.9617	0.9072	Nuenen	Provincie
965	0.5237	0.4468	0.3349	0.2544	0.2371	Elsendorp	Provincie
1001	0.5405	0.4826	0.5419	0.52	0.4924	Kreekrakbrug	Zeeland
1002	0.4946	0.4544	0.3301	0.329	0.2933	Nishoek	Zeeland
1003	0.5455	0.4773	0.3678	0.3155	0.2838	Vliedberg	Zeeland
1004	0.5751	0.5083	0.349	0.3062	0.2944	Arnestein	Zeeland
1005	0.6384	0.5762	0.3116	0.2891	0.2755	De Hevel	Zeeland
1011	0.4859	0.434	0.3303	0.3075	0.2783	Zierikzee	Zeeland
1012	0.5592	0.5125	0.379	0.3703	0.3454	De Schelphoek	Zeeland
1013	0.6611	0.5943	0.2855	0.2547	0.245	Roompot	Zeeland
1015	0.6098	0.5454	0.4639	0.4579	0.408	Braakman	Zeeland
1102	0.5393	0.4597	0.3266	0.2947	0.2806	Oranjekanaal	Groningen/Drenthe
1103	0.5183	0.4577	0.3824	0.3406	0.2968	Lageveen	Groningen/Drenthe
1104	0.4984	0.4419	0.3749	0.3447	0.2968	Lankhorst A28	Groningen/Drenthe
1105	0.587	0.526	0.3782	0.3563	0.333	Spier	Groningen/Drenthe
1106	0.6344	0.4797	0.4249	0.4668	0.3979	Hoogeveen	Groningen/Drenthe
1107	0.5553	0.4877	0.388	0.3928	0.3329	Nolde	Groningen/Drenthe
1108	0.5767	0.5286	0.3902	0.3445	0.318	Zwinderen	Groningen/Drenthe
1109	0.568	0.5036	0.3354	0.2971	0.2859	Assen	Groningen/Drenthe
1110	0.5598	0.5079	0.3962	0.3566	0.3474	Rolde	Groningen/Drenthe
1112	0.5873	0.5109	0.3544	0.3198	0.2847	De Punt	Groningen/Drenthe
1113	0.635	0.542	0.3942	0.3618	0.3312	Albrechttunnel	Groningen/Drenthe
1115	0.6337	0.5762	0.3982	0.368	0.3356	Holsloot	Groningen/Drenthe
1116	0.6136	0.5579	0.4042	0.3309	0.3243	Scholtenskanaal	Groningen/Drenthe
1150	0.5762	0.5108	0.4267	0.3803	0.3071	Munnikesloot	Groningen/Drenthe
1151	0.5385	0.4736	0.3993	0.3545	0.282	Leek	Groningen/Drenthe
1152	0.5543	0.4488	0.3717	0.3693	0.3036	Frieschepalen	Friesland
1153	0.5975	0.6213	0.8205	0.986	0.8289	Groningen	Provincie
1154	0.6676	0.5875	0.5294	0.4561	0.4251	St. Annen	Provincie
1155	0.5717	0.5131	0.3592	0.3186	0.2988	Roodeschool	Provincie
1156	0.6157	0.5619	0.3838	0.3379	0.306	Roodehaan	Groningen/Drenthe
1157	0.5881	0.5223	0.3924	0.3592	0.3179	Hoogezand	Groningen/Drenthe
1158	0.5922	0.5264	0.372	0.3881	0.3226	Geerland	Groningen/Drenthe
1159	0.5913	0.5289	0.3572	0.3058	0.2864	Zuidbroek	Groningen/Drenthe
1160	0.6066	0.5542	0.4242	0.3916	0.3539	Winschoterzijl	Groningen/Drenthe
1161	0.6091	0.5526	0.3684	0.3492	0.3285	Hamdijk	Groningen/Drenthe
1162	0.5419	0.4829	0.3998	0.3664	0.318	Glimmen	Groningen/Drenthe
1163	0.6181	0.5767	0.4226	0.3814	0.358	Bareveld	Groningen/Drenthe
1171	0.6577	0.5787	0.4577	0.3929	0.3498	Ulrum	Provincie
1172	0.5972	0.5427	0.4682	0.4438	0.3811	Oxwerd	Provincie
1173	0.6136	0.5466	0.3884	0.3649	0.3197	Tjamsweer	Provincie
1174	0.5635	0.5096	0.2986	0.3005	0.2639	Rondweg Groningen	Provincie
1175	0.5785	0.5262	0.365	0.3429	0.2961	Oomsberg	Provincie
1201	0.6336	0.5615	0.3749	0.3232	0.3029	Kop Afsluitdijk	Friesland
1202	0.5393	0.4706	0.3994	0.3459	0.3053	Bolsward	Friesland
1203	0.5702	0.4896	0.447	0.422	0.361	Sneek	Friesland
1205	0.599	0.524	0.3398	0.3066	0.2861	St. Nicolaasga	Friesland
1206	0.5728	0.4912	0.395	0.3425	0.3094	Lemmer	Friesland
1207	0.5504	0.4929	0.3739	0.3154	0.2936	Wolvega	Friesland
1208	0.5974	0.5258	0.4036	0.4035	0.3405	Grouw	Friesland
1215	0.6123	0.5344	0.4322	0.3899	0.3597	Deersum	Provincie
1216	0.6447	0.5638	0.392	0.3731	0.3327	Koudum	Provincie
1217	0.5453	0.4793	0.3932	0.3399	0.3066	Balk	Provincie
1221	0.5777	0.4979	0.4064	0.4005	0.3222	Pr. Margrietkanaal	Friesland
1222	0.5765	0.5116	0.3885	0.3761	0.3028	Garijp	Friesland
1223	0.5333	0.4637	0.4079	0.3968	0.3362	Drachten	Friesland
1224	0.5352	0.4733	0.3715	0.3361	0.2889	Gorredijk	Friesland
1225	0.5871	0.5076	0.4308	0.4336	0.3276	Franeker	Friesland
1230	0.7525	0.6467	0.3724	0.3033	0.2849	Lauwersmeer	Provincie
1231	0.6458	0.5766	0.3877	0.3349	0.326	Holwerd	Provincie
1232	0.6381	0.5572	0.4488	0.4053	0.3627	Oudkerk	Provincie
1233	0.6039	0.5359	0.444	0.4028	0.3537	Buitenpost	Provincie
1237	0.6162	0.5646	0.4596	0.417	0.3907	Oldetrijne	Provincie
1238	0.6182	0.4784	0.3051	0.3456	0.3124	Werpsterhoek	Friesland
1401	0.5941	0.5288	0.3904	0.3738	0.3317	Beekbergen	Gelderland
1402	0.5517	0.5104	0.3902	0.3443	0.3376	De Hucht	Gelderland
1403	0.5305	0.4697	0.3991	0.373	0.3647	Stroe	Midden Nederland
1404	0.5198	0.4518	0.3714	0.2888	0.2624	Terschuur	Midden Nederland
1405	0.5341	0.4809	0.3859	0.3407	0.3004	Hoevelaken	Midden Nederland
1406	0.5192	0.447	0.3649	0.2951	0.2795	Nulde	Midden Nederland
1407	0.5138	0.45	0.3576	0.3211	0.3004	Harderwijk	Overijssel
1408	0.5623	0.495	0.3738	0.3581	0.3414	Nunspeet	Overijssel
1409	0.5209	0.438	0.4229	0.334	0.2803	Wilp brug	Gelderland
1410	0.5077	0.472	0.4055	0.3454	0.3043	Wilp	Gelderland
1411	0.5517	0.4929	0.3557	0.3284	0.3033	Epe	Gelderland
1412	0.5239	0.4789	0.445	0.4181	0.3928	Heerde	Overijssel
1413	0.5167	0.4589	0.3781	0.3463	0.3038	Knooppunt Hattemmerbroek	Overijssel
1414	0.587	0.5324	0.389	0.3774	0.3527	't Harde	Overijssel
1415	0.5128	0.5056	0.8621	0.7479	0.6959	Bathmen	Overijssel
1416	0.5427	0.4698	0.3454	0.3	0.2795	Azelo	Overijssel
1417	0.5184	0.4658	0.3617	0.3087	0.2898	De Lutte	Overijssel
1418	0.6189	0.5289	0.404	0.8491	0.3712	Delden	Overijssel
1419	0.5412	0.4608	0.3696	0.3453	0.3089	Haaksbergen	Overijssel
1420	0.5078	0.4505	0.343	0.2913	0.2593	Wierden	Overijssel
1421	0.5031	0.4401	0.4274	0.3125	0.2492	Westerhaar	Overijssel
1431	0.536	0.4935	0.3501	0.3422	0.3048	Brummen	Provincie
1432	0.6102	0.5513	0.4148	0.3798	0.3531	Doornspijk	Provincie
1433	0.5519	0.4891	0.3297	0.3053	0.2859	Garderen	Provincie
1434	0.5712	0.5076	0.3164	0.3017	0.2818	Ede Driesprong	Provincie
1435	0.528	0.4678	0.3847	0.3562	0.3089	Immenberg	Gelderland
1436	0.6674	0.567	0.4753	0.4165	0.4155	Kop van Deelen	Provincie
1437	0.5402	0.4791	0.372	0.3271	0.293	Nijbroek	Provincie
1438	0.5008	0.4571	0.3421	0.297	0.2749	De Leesten	Provincie