results_ria.md

Experiment 1

• Output: metar_wind_spd

• Input: [gfs_wind_spd, gfs_wind_dir, gfs_temp, time]

Airport	Method	1000	500	250	100	50
EDDT	Linear	0.6954	0.7079	0.7149	0.7184	0.7165
	Lund	0.7000	0.7137	0.7208	0.7169	0.7065
	Circular	0.7000	0.7129	0.7175	0.7193	0.7164
	UV	0.6844	0.6946	0.7104	0.7179	0.7153
EGLL	Linear	0.6882	0.7059	0.7269	0.7392	0.7410
	Lund	0.7023	0.7208	0.7335	0.7378	0.7331
	Circular	0.7023	0.7199	0.7324	0.7408	0.7410
	UV	0.6855	0.7081	0.7208	0.7315	0.7353
LEBL	Linear	0.5950	0.6022	0.6154	0.6193	0.6137
	Lund	0.6036	0.6106	0.6172	0.6094	0.5963
	Circular	0.6025	0.6083	0.6202	0.6216	0.6125
	UV	0.5907	0.6032	0.6130	0.6179	0.6100
LFPG	Linear	0.7038	0.7137	0.7187	0.7202	0.7122
	Lund	0.7040	0.7181	0.7208	0.7148	0.6980
	Circular	0.7040	0.7170	0.7196	0.7195	0.7138
	UV	0.6747	0.6909	0.7025	0.7136	0.7106
LIMC	Linear	0.5295	0.5312	0.5324	0.5276	0.5161
	Lund	0.5277	0.5294	0.5261	0.5077	0.4902
	Circular	0.5288	0.5300	0.5303	0.5245	0.5137
	UV	0.5268	0.5299	0.5290	0.5264	0.5152

Experiment 2

• Output: metar_wind_spd

• Input: [gfs_wind_spd, gfs_wind_dir, gfs_temp, time, date]

Airport	Method	1000	500	250	100	50
EDDT	Linear	0.6941	0.7068	0.7147	0.7159	0.7085
	Lund	0.7000	0.7141	0.7209	0.7129	0.6980
	Circular	0.7000	0.7136	0.7188	0.7186	0.7135
	UV	0.6844	0.6952	0.7103	0.7168	0.7140
EGLL	Linear	0.6882	0.7059	0.7266	0.7399	0.7408
	Lund	0.7019	0.7208	0.7324	0.7384	0.7305
	Circular	0.7019	0.7197	0.7314	0.7432	0.7417
	UV	0.6858	0.7068	0.7196	0.7316	0.7354
LEBL	Linear	0.5950	0.6021	0.6159	0.6205	0.6116
	Lund	0.6048	0.6127	0.6192	0.6064	0.5821
	Circular	0.6030	0.6097	0.6201	0.6181	0.6098
	UV	0.5917	0.6046	0.6136	0.6145	0.6043
LFPG	Linear	0.7038	0.7140	0.7191	0.7190	0.7119
	Lund	0.7034	0.7179	0.7229	0.7133	0.6922
	Circular	0.7034	0.7168	0.7212	0.7185	0.7087
	UV	0.6747	0.6910	0.7027	0.7115	0.7078
LIMC	Linear	0.5311	0.5361	0.5411	0.5350	0.5239
	Lund	0.5357	0.5360	0.5278	0.5073	0.4878
	Circular	0.5354	0.5372	0.5403	0.5339	0.5257
	UV	0.5368	0.5381	0.5403	0.5340	0.5241

Experiment 3

• Output: metar_wind_spd

• Input: [gfs_wind_spd, gfs_wind_dir, gfs_rh, time]

Airport	Method	1000	500	250	100	50
EDDT	Linear	0.6954	0.7072	0.7152	0.7196	0.7149
	Lund	0.7000	0.7133	0.7204	0.7155	0.7025
	Circular	0.7000	0.7118	0.7166	0.7207	0.7140
	UV	0.6844	0.6954	0.7100	0.7165	0.7127
EGLL	Linear	0.6960	0.7147	0.7257	0.7345	0.7333
	Lund	0.7023	0.7211	0.7314	0.7348	0.7293
	Circular	0.7023	0.7204	0.7300	0.7368	0.7372
	UV	0.6872	0.7029	0.7165	0.7283	0.7302
LEBL	Linear	0.5919	0.6000	0.6115	0.6158	0.6058
	Lund	0.6026	0.6087	0.6154	0.6064	0.5900
	Circular	0.6013	0.6073	0.6194	0.6189	0.6058
	UV	0.5908	0.6011	0.6066	0.6135	0.6078
LFPG	Linear	0.7012	0.7093	0.7123	0.7119	0.7069
	Lund	0.7039	0.7160	0.7189	0.7056	0.6906
	Circular	0.7038	0.7119	0.7149	0.7136	0.7075
	UV	0.6744	0.6910	0.7018	0.7107	0.7072
LIMC	Linear	0.5209	0.5236	0.5237	0.5146	0.5012
	Lund	0.5215	0.5205	0.5179	0.5000	0.4823
	Circular	0.5219	0.5206	0.5209	0.5128	0.5014
	UV	0.5170	0.5195	0.5189	0.5089	0.4956

Experiment 4

• Output: metar_wind_spd

• Input: [gfs_wind_spd, gfs_wind_dir, gfs_rh, time, date]

Airport	Method	1000	500	250	100	50
EDDT	Linear	0.6941	0.7067	0.7150	0.7183	0.7126
	Lund	0.7000	0.7144	0.7211	0.7134	0.6985
	Circular	0.7000	0.7139	0.7174	0.7202	0.7149
	UV	0.6844	0.6952	0.7089	0.7156	0.7133
EGLL	Linear	0.6960	0.7142	0.7267	0.7395	0.7393
	Lund	0.7019	0.7208	0.7316	0.7387	0.7292
	Circular	0.7019	0.7198	0.7314	0.7419	0.7412
	UV	0.6867	0.7027	0.7167	0.7333	0.7361
LEBL	Linear	0.5920	0.5997	0.6128	0.6140	0.6043
	Lund	0.6054	0.6124	0.6203	0.6110	0.5867
	Circular	0.6032	0.6097	0.6209	0.6198	0.6098
	UV	0.5924	0.6041	0.6120	0.6142	0.6061
LFPG	Linear	0.7025	0.7131	0.7165	0.7172	0.7116
	Lund	0.7043	0.7183	0.7229	0.7156	0.6993
	Circular	0.7043	0.7174	0.7195	0.7194	0.7121
	UV	0.6744	0.6905	0.7028	0.7139	0.7123
LIMC	Linear	0.5327	0.5422	0.5465	0.5443	0.5305
	Lund	0.5374	0.5395	0.5430	0.5265	0.5051
	Circular	0.5376	0.5388	0.5441	0.5411	0.5287
	UV	0.5365	0.5385	0.5424	0.5371	0.5251