Citation:

tc-11-997-2017

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Abstract:

Rock glaciers are widespread in the Tien Shan. However, rock glaciers in the Chinese part of the Tien Shan have not been systematically investigated for more than two decades. In this study, we propose a new method that combines SAR interferometry and optical images from Google Earth to map active rock glaciers (ARGs) in the Northern Tien Shan (NTS) of China. We compiled an inventory that includes 261 ARGs and quantitative information about their locations, geomorphic parameters, and down-slope velocities. Our inventory shows that most of the ARGs are moraine-derived (69 %) and facing northeast (56 %). The altitude distribution of ARGs in the western NTS is significantly different from those located in the eastern part. The down-slope velocities of the ARGs vary significantly in space, with a maximum of about 114 cm/yr and a mean of about 37 cm/yr. Using the ARG locations as a proxy for the extent of alpine permafrost, our inventory suggests that the lowest altitudinal limit for the presence of permafrost in the NTS is about 2500-2800 m, a range determined by the lowest ARG in the entire inventory and by a statistics-based estimation. The successful application of the proposed method would facilitate effective and robust efforts to map rock glaciers over mountain ranges globally. And this study provides an important dataset to improve mapping and modeling permafrost occurrence in vast western China.

Other version:

Mapping and inventorying active rock glaciers in the northern Tien Shan of China, link to shapefile

Further details:

Outlines of the mapped rock glaciers, link to Google Earth KMZ file

Coverage:

Median Latitude: 43.709585 * Median Longitude: 84.993124 * South-bound Latitude: 42.766300 * West-bound Longitude: 83.209600 * North-bound Latitude: 44.323400 * East-bound Longitude: 87.440400

Minimum ALTITUDE: 2490 m * Maximum ALTITUDE: 3965 m

Event(s):

NTS (Northern Tien Shan) * Latitude Start: 44.400000 * Longitude Start: 82.200000 * Latitude End: 43.000000 * Longitude End: 87.300000 * Location: Tien Shan, China * Method/Device: Satellite remote sensing (SAT)

Comment:

#-9999 denotes the Null value, representing that the rock glacier has the mean coherence lower than 0.3 or the mean velocity smaller than 5 cm/a.

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Identification	ID		Liu, Lin		ARG_id
2	LATITUDE	Latitude		Liu, Lin	Satellite SAR interferometry	Geocode – of the central point (degrees)
3	LONGITUDE	Longitude		Liu, Lin	Satellite SAR interferometry	Geocode – of the central point (degrees)
4	ALTITUDE	Altitude	m	Liu, Lin	Satellite SAR interferometry	Geocode – Altitude (above sea level) of the front line point
5	ALTITUDE	Altitude	m	Liu, Lin	Satellite SAR interferometry	Geocode – Altitude (above sea level) of the initial line point
6	Rock glacier area	Rock gl area	m²	Liu, Lin	Satellite SAR interferometry
7	Rock glacier length	Rock gl l	m	Liu, Lin	Satellite SAR interferometry
8	Aspect ratio	Aspect ratio		Liu, Lin	Satellite SAR interferometry
9	Slope	Slope	deg	Liu, Lin	Satellite SAR interferometry
10	Aspect	Aspect	deg	Liu, Lin	Satellite SAR interferometry	Aspect angle of the rock glacier measured clockwise from the North
11	Rock glacier surface velocity	Rock gl urf vel	cm/a	Liu, Lin	Satellite SAR interferometry	The mean value of the surface velocity within the rock glacier
12	Rock glacier surface velocity, uncertainty	Rock gl surf vel unc	cm/a	Liu, Lin	Satellite SAR interferometry
13	Potential incoming solar radiation	PISR	W/m²	Liu, Lin	Satellite SAR interferometry
14	Temperature, air, annual mean	MAAT	°C	Liu, Lin	Satellite SAR interferometry	at the front line point of the rock glacier
15	Permafrost zonation index	PZI		Liu, Lin	Satellite SAR interferometry	at the front line point of the rock glacier
16	Permafrost zonation index	PZI		Liu, Lin	Satellite SAR interferometry	at the initial line point of the rock glacier
17	Identification	ID		Liu, Lin	Satellite SAR interferometry	The interferometric pair used for identifying the rock glacier

License:

Creative Commons Attribution-NonCommercial 3.0 Unported (CC-BY-NC-3.0)

Size:

3391 data points

Data

Download dataset as tab-delimited text — use the following character encoding:

1 ID (ARG_id)	2 Latitude (of the central point (degrees))	3 Longitude (of the central point (degrees))	4 Altitude [m] (Altitude (above sea level) of...)	5 Altitude [m] (Altitude (above sea level) of...)	6 Rock gl area [m²]	7 Rock gl l [m]	8 Aspect ratio	9 Slope [deg]	10 Aspect [deg] (Aspect angle of the rock glac...)	11 Rock gl urf vel [cm/a] (The mean value of the surface...)	12 Rock gl surf vel unc [cm/a]	13 PISR [W/m²]	14 MAAT [°C] (at the front line point of th...)	15 PZI (at the front line point of th...)	16 PZI (at the initial line point of ...)	17 ID (The interferometric pair used...)
MARG_1	43.0593	87.1585	3542	3676	115685	583	0.36	13	36	34.3	6.3	873349	-8.6	0.93	0.93	20070902-20071018
TARG_2	43.2892	86.7325	2895	3152	130183	852	0.20	18	53	77.8	8.7	760433	-4.6	0.48	0.57	20070619-20070919
MARG_3	43.2948	86.7168	3174	3352	293800	1077	0.26	9	90	55.7	6.2	985640	-6.4	0.72	0.89	20070902-20071018
MARG_4	43.2441	86.6700	3422	3556	82517	697	0.17	10	49	51.5	6.0	880659	-6.7	0.77	0.94	20070902-20071018
MARG_5	43.2376	86.6760	3374	3550	229887	1101	0.19	9	31	#-9999.0	#-9999.0	886380	-7.5	0.85	0.89	20070902-20071018
TARG_6	43.2549	86.6756	3119	3418	183614	799	0.33	21	74	26.8	12.0	818300	-5.2	0.56	0.77	20070902-20071018
MARG_7	43.2321	86.7210	3222	3395	159250	859	0.22	11	52	73.3	11.1	862610	-6.3	0.72	0.79	20070619-20070919
TARG_8	43.3325	86.6881	2953	3295	293555	1326	0.18	14	42	59.7	10.3	850877	-4.8	0.51	0.84	20070619-20070919
TARG_9	43.2247	86.6392	3491	3558	27374	293	0.34	13	57	37.9	5.3	838879	-7.7	0.87	0.95	20070902-20071018
MARG_10	43.2692	86.8557	3291	3445	166781	694	0.37	13	263	#-9999.0	#-9999.0	1017748	-6.6	0.76	0.88	20070902-20071018
MARG_11	43.2105	86.9531	3498	3640	174040	845	0.25	10	71	32.1	7.7	1022631	-7.8	0.89	0.94	20070902-20071018
TARG_12	43.2286	86.9595	3414	3618	138050	790	0.23	14	91	26.8	6.2	1022823	-6.8	0.78	0.94	20070902-20071018
TARG_13	43.2558	87.0504	3082	3342	115426	906	0.15	16	70	40.7	2.8	914330	-4.8	0.52	0.88	20070902-20071018
TARG_14	43.1442	86.6996	3561	3836	109177	697	0.26	22	104	15.1	3.2	977796	-8.1	0.90	0.97	20070902-20071018
MARG_15	43.1282	86.7186	3662	3775	165280	817	0.25	7	93	21.2	2.8	1056660	-7.8	0.88	0.95	20070902-20071018
MARG_16	43.1227	86.7228	3608	3762	91973	567	0.31	14	64	29.4	5.8	956458	-7.8	0.88	0.95	20070902-20071018
MARG_17	43.1788	86.8290	3560	3710	308659	1008	0.31	7	88	32.3	4.4	971375	-8.2	0.91	0.95	20070902-20071018
MARG_18	43.1613	86.8852	3400	3570	208911	912	0.26	10	27	55.8	27.3	886479	-6.1	0.70	0.86	20070902-20071018
MARG_19	43.1698	86.9274	3495	3645	166683	707	0.35	12	95	20.7	4.3	1016379	-7.6	0.87	0.92	20070902-20071018
MARG_20	43.1649	86.9441	3388	3544	376304	1067	0.34	8	19	89.3	18.4	903063	-7.2	0.82	0.93	20070902-20071018
MARG_21	43.1513	86.9964	3470	3559	250993	923	0.30	5	10	40.9	17.1	930811	-7.0	0.80	0.94	20070902-20071018
TARG_22	43.0836	87.0552	3150	3500	202989	955	0.25	20	82	22.5	4.4	919867	-5.5	0.61	0.86	20070902-20071018
MARG_23	43.0449	87.0520	3544	3631	141673	529	0.52	9	30	29.2	12.7	889675	-7.7	0.87	0.93	20070902-20071018
MARG_24	43.0323	87.1015	3560	3687	610758	1364	0.33	5	55	23.4	3.0	958217	-8.0	0.89	0.92	20070902-20071018
MARG_25	43.1954	87.3099	3311	3433	194268	921	0.23	7	4	#-9999.0	#-9999.0	893923	-6.6	0.75	0.92	20070902-20071018
TARG_26	43.1505	87.2662	3258	3422	104259	526	0.41	17	62	19.6	3.0	866577	-6.7	0.77	0.77	20070902-20071018
MARG_27	43.1511	87.2908	3548	3686	158132	908	0.20	8	21	62.0	10.4	922224	-8.6	0.92	0.92	20070902-20071018
MARG_28	43.1315	87.3124	3557	3702	67869	471	0.34	17	92	54.0	7.8	995122	-8.3	0.91	0.96	20070902-20071018
MARG_29	43.1300	87.3562	3352	3553	359195	1111	0.30	10	45	32.4	6.0	863601	-7.4	0.84	0.93	20070902-20071018
MARG_30	43.1241	87.3773	3486	3612	232447	732	0.44	8	87	30.1	2.5	974307	-7.4	0.85	0.93	20070902-20071018
TARG_31	43.1020	87.4000	3632	3782	141239	663	0.34	14	266	6.1	2.5	1014792	-9.2	0.95	0.99	20070902-20071018
MARG_32	43.1167	87.4173	3396	3578	361864	1024	0.36	10	62	34.1	3.0	895979	-7.9	0.88	0.94	20070902-20071018
MARG_33	43.0525	87.2437	3479	3739	645295	1248	0.43	11	65	17.2	2.8	902103	-7.0	0.81	0.96	20070902-20071018
MARG_34	42.7663	86.9528	3602	3688	155182	653	0.37	7	337	#-9999.0	#-9999.0	914524	-7.7	0.85	0.84	20070902-20071018
MARG_35	42.8172	86.8423	3704	3809	108503	543	0.38	9	64	23.2	2.8	972849	-7.7	0.87	0.87	20070902-20071018
MARG_36	43.1647	86.9297	3517	3734	227907	870	0.32	14	47	21.0	8.7	861021	-7.6	0.87	0.97	20070902-20071018
MARG_37	43.0502	87.0495	3514	3663	123189	662	0.29	11	97	16.1	4.5	953284	-7.7	0.87	0.94	20070902-20071018
MARG_38	42.8222	86.8075	3671	3748	182210	696	0.38	6	47	46.2	7.6	952914	-6.8	0.79	0.95	20070902-20071018
MARG_39	43.3169	86.7121	3033	3260	320076	1059	0.30	12	336	#-9999.0	#-9999.0	845988	-5.2	0.57	0.72	20070902-20071018
TARG_40	43.2614	86.6926	3328	3570	109162	809	0.18	17	270	#-9999.0	#-9999.0	1035171	-7.8	0.87	0.95	20070902-20071018
MARG_41	43.1808	86.7757	3520	3599	141549	442	0.75	10	20	56.5	26.6	911528	-8.0	0.90	0.90	20070902-20071018
TARG_42	43.1894	86.8142	3527	3655	176232	708	0.36	10	72	24.0	6.1	914192	-7.5	0.86	0.94	20070902-20071018
MARG_43	43.1891	86.8209	3538	3598	222022	682	0.48	5	12	74.3	22.1	926609	-7.3	0.84	0.93	20070902-20071018
MARG_44	43.0966	86.8401	3629	3759	178219	886	0.23	7	49	27.5	4.7	982059	-8.1	0.90	0.95	20070902-20071018
MARG_45	43.0925	86.8548	3608	3749	243681	1046	0.23	7	7	82.5	23.3	905256	-7.8	0.88	0.92	20070902-20071018
MARG_46	43.1778	86.8495	3327	3575	273975	1584	0.11	8	46	53.7	7.1	947402	-6.7	0.75	0.89	20070902-20071018
MARG_47	43.1617	86.8584	3585	3646	247322	699	0.51	4	65	19.9	4.5	908197	-8.3	0.92	0.93	20070902-20071018
MARG_48	43.1611	86.6880	3533	3640	140004	671	0.32	9	41	44.5	8.2	918494	-7.4	0.85	0.96	20070902-20071018
MARG_49	43.1476	86.8913	3623	3748	256684	902	0.32	7	102	29.3	4.9	1084290	-9.5	0.96	0.95	20070902-20071018
MARG_50	43.0473	87.0778	3402	3476	592341	1263	0.37	3	26	31.3	11.5	921505	-6.4	0.73	0.85	20070902-20071018
TARG_51	43.0719	87.0492	3536	3727	71657	612	0.21	19	47	53.8	6.9	791138	-8.0	0.88	0.92	20070902-20071018
MARG_52	43.0456	87.2527	3622	3822	229395	1122	0.19	9	31	62.8	6.3	921973	-7.8	0.88	0.97	20070902-20071018
TARG_53	43.1283	87.2047	3471	3632	117303	610	0.34	15	73	19.5	6.5	906061	-8.7	0.93	0.95	20070902-20071018
MARG_54	43.1156	87.4404	3639	3848	91572	728	0.19	16	60	38.4	6.0	940975	-9.4	0.97	0.95	20070902-20071018
TARG_55	43.1261	87.3233	3669	3808	65269	566	0.22	13	25	54.5	13.4	882566	-9.8	0.96	0.96	20070902-20071018
MARG_56	43.3251	86.4584	3090	3463	278939	994	0.33	21	57	26.2	10.7	818765	-6.2	0.70	0.83	20070619-20070919
MARG_57	43.3528	86.3807	2988	3260	348585	1505	0.16	11	331	#-9999.0	#-9999.0	872864	-4.3	0.44	0.61	20070619-20070919
TARG_58	43.3573	86.3853	3078	3255	59110	588	0.19	18	276	18.0	11.0	1012391	-4.7	0.48	0.68	20070619-20070919
TARG_59	43.2984	86.4073	3088	3524	113221	1096	0.11	23	257	#-9999.0	#-9999.0	1097015	-4.9	0.53	0.82	20070619-20070919
MARG_60	43.3108	86.4115	3383	3706	216888	1245	0.15	14	248	6.6	5.5	1068584	-6.8	0.79	0.89	20070619-20070919
TARG_61	43.3160	86.3801	3002	3138	72927	382	0.57	20	61	14.4	10.6	810533	-4.4	0.46	0.64	20070619-20070919
MARG_62	43.2484	86.4990	3395	3583	152585	855	0.22	12	75	18.1	11.1	940702	-7.4	0.82	0.95	20070619-20070919
TARG_63	43.3031	86.5151	3410	3567	68527	598	0.21	16	79	33.4	11.5	872593	-7.8	0.89	0.95	20070619-20070919
MARG_64	43.3821	86.4376	3092	3324	440148	1131	0.36	11	338	#-9999.0	#-9999.0	880091	-4.8	0.51	0.75	20070619-20070919
MARG_65	43.3748	86.4157	2945	3455	604066	2489	0.10	11	7	#-9999.0	#-9999.0	856677	-4.8	0.51	0.78	20070619-20070919
MARG_66	43.4186	86.2663	3237	3383	190127	902	0.24	9	350	#-9999.0	#-9999.0	886872	-5.8	0.66	0.86	20070619-20070919
MARG_67	43.3929	86.2225	3126	3500	123397	893	0.19	24	59	35.4	14.4	752881	-5.7	0.64	0.77	20070619-20070919
MARG_68	43.3829	86.1460	3303	3697	393693	1501	0.19	14	105	10.2	14.5	1044899	-5.4	0.60	0.92	20070619-20070919
MARG_69	43.3996	86.1528	3231	3618	686085	1862	0.21	12	79	#-9999.0	#-9999.0	934065	-6.3	0.73	0.90	20070619-20070919
MARG_70	43.3988	86.0484	3135	3521	680603	2178	0.15	10	231	16.0	13.9	1054975	-4.8	0.51	0.80	20070619-20070919
MARG_71	43.3975	86.0329	3338	3724	701480	1920	0.20	11	81	#-9999.0	#-9999.0	966032	-6.4	0.74	0.87	20070619-20070919
TARG_72	43.2621	86.4862	3057	3436	173124	999	0.20	22	26	39.8	33.9	702777	-4.3	0.45	0.82	20070619-20070919
TARG_73	43.7694	84.8939	3148	3452	297905	952	0.37	18	65	#-9999.0	#-9999.0	807983	-5.3	0.59	0.86	20080424-20080609
TARG_74	43.7799	84.8419	2849	3478	427910	2011	0.12	18	65	#-9999.0	#-9999.0	848698	-4.1	0.41	0.84	20080424-20080609
TARG_75	43.7923	84.8403	3035	3552	350309	1621	0.15	18	93	31.1	4.8	927749	-3.8	0.37	0.84	20080424-20080609
TARG_76	43.7263	84.8671	2960	3510	847841	2849	0.11	11	26	62.9	12.7	872652	-3.4	0.31	0.79	20080209-20080326
TARG_77	43.7767	84.9391	2764	3031	60429	761	0.12	20	281	#-9999.0	#-9999.0	990062	-1.9	0.09	0.35	20080424-20080609
MARG_78	43.6738	84.8614	3150	3495	579492	1880	0.17	10	70	#-9999.0	#-9999.0	957544	-4.9	0.53	0.84	20080424-20080609
MARG_79	43.6654	84.9397	3439	3855	579483	2397	0.10	9	85	26.7	4.1	1010686	-7.1	0.81	0.96	20080424-20080609
TARG_80	43.6942	84.9567	3365	3785	99148	718	0.22	20	106	61.5	5.3	1003178	-5.8	0.66	0.85	20080209-20080326
MARG_81	43.8633	85.1032	3237	3759	580668	2590	0.09	11	88	33.1	2.6	970714	-4.6	0.48	0.98	20080209-20080326
MARG_82	43.8575	85.1132	3020	3298	469378	1504	0.21	10	29	37.9		868098	-4.6	0.48	0.72	20080424-20080609
MARG_83	43.8945	85.0600	2728	3389	791318	3620	0.06	10	21	#-9999.0	#-9999.0	863624	-3.3	0.28	0.88	20080424-20080609
MARG_84	43.6803	85.1914	3271	3787	1404512	3078	0.15	9	62	39.8	5.0	831934	-4.6	0.48	0.94	20080424-20080609
MARG_85	43.5255	85.3987	3549	3795	536586	1701	0.19	8	80	#-9999.0	#-9999.0	976091	-6.6	0.75	0.91	20080424-20080609
MARG_86	43.5706	85.2650	3402	3785	334037	1117	0.30	19	278	18.9	2.6	921359	-5.6	0.63	0.94	20080424-20080609
MARG_87	43.2917	85.6598	3012	3783	640844	3006	0.08	14	30	76.3	5.9	814445	-3.5	0.31	0.87	20080424-20080609
MARG_88	43.2752	85.5939	3532	3767	112681	790	0.20	17	25	87.8	7.0	807657	-6.8	0.78	0.78	20080424-20080609
MARG_89	43.4155	85.5379	3289	3629	397755	1330	0.24	14	356	#-9999.0	#-9999.0	828495	-3.9	0.38	0.88	20080424-20080609
MARG_90	43.3600	85.6084	3738	3965	779228	1632	0.30	7	135	23.3	8.5	1040729	-7.0	0.81	0.97	20080424-20080609
MARG_91	43.7680	85.4936	2845	3583	842444	2880	0.11	14	61	49.2	10.2	884859	-4.3	0.44	0.92	20080424-20080609
MARG_92	43.7934	85.6519	3098	3580	747805	2321	0.15	11	59	#-9999.0	#-9999.0	872942	-5.2	0.57	0.95	20080424-20080609
TARG_93	43.7056	85.5147	3073	3720	623238	2551	0.10	14	273	18.6	4.0	938934	-5.2	0.56	0.92	20080424-20080609
TARG_94	43.6701	85.4376	3063	3203	82075	443	0.46	18	80	23.0	2.8	890155	-4.1	0.40	0.69	20080424-20080609
MARG_95	43.6114	85.3891	3465	3789	1910926	3243	0.15	5	61	16.2	4.2	977308	-6.7	0.78	0.94	20080424-20080609
MARG_96	43.3815	85.4326	2832	3238	197491	1112	0.19	21	17	#-9999.0	#-9999.0	708770	-2.8	0.23	0.57	20080424-20080609
TARG_97	43.3884	85.2476	2991	3643	98265	1530	0.05	25	107	#-9999.0	#-9999.0	1073157	-3.4	0.30	0.80	20080424-20080609
TARG_98	43.7559	84.8830	3042	3755	246134	2065	0.07	20	141	72.2	11.7	1124734	-4.2	0.41	0.96	20080209-20080326
TARG_99	43.7611	84.9103	2662	3026	184940	840	0.32	26	88	32.2	6.4	950367	-2.1	0.18	0.52	20080424-20080609
TARG_100	43.6498	84.8510	2996	3508	209801	1120	0.21	26	139	67.3	15.5	1136942	-4.4	0.45	0.45	20080424-20080609
TARG_101	43.4163	85.0620	3163	3242	141992	331	1.37	13	186	6.3	4.8	1121604	-4.3	0.44	0.44	20080424-20080609
TARG_102	43.5104	85.5187	2862	3132	68651	717	0.16	22	29	64.9	24.5	745750	-3.7	0.35	0.50	20080424-20080609
MARG_103	43.8545	85.1662	3495	3631	64273	508	0.27	15	119	6.2	6.2	1052728	-7.8	0.88	0.88	20080424-20080609
MARG_104	43.6706	85.0487	3584	3809	213540	1174	0.16	10	92	#-9999.0	#-9999.0	968287	-6.8	0.79	0.93	20080424-20080609
TARG_105	43.7960	85.1878	3130	3403	55724	622	0.18	25	104	52.3	3.2	1020304	-4.7	0.50	0.80	20080424-20080609
TARG_106	43.6870	85.1028	3320	3796	102093	884	0.16	27	113	29.4	15.4	1085008	-4.6	0.49	0.86	20080424-20080609
TARG_107	43.7925	84.9801	2852	3363	239248	1483	0.12	20	65	62.6	6.8	826736	-3.9	0.37	0.67	20080209-20080326
MARG_108	43.8430	84.6558	2721	3498	621465	3254	0.06	13	25	57.3	7.7	836520	-2.1	0.14	0.95	20080209-20080326
MARG_109	43.6390	84.8136	3268	3576	1082302	2552	0.17	6	106	#-9999.0	#-9999.0	970546	-6.8	0.75	0.83	20080209-20080326
MARG_110	43.7565	84.6235	2933	3139	1122996	2609	0.17	4	53	24.6	3.1	944896	-3.7	0.34	0.70	20080209-20080326
MARG_111	43.7671	84.6012	2946	3877	1239027	4448	0.07	12	79	#-9999.0	#-9999.0	960229	-4.2	0.42	0.98	20080209-20080326
MARG_112	43.7040	84.5835	3028	3454	1281118	2906	0.15	8	268	#-9999.0	#-9999.0	983287	-4.8	0.50	0.79	20080209-20080326
TARG_113	43.8201	84.5298	3280	3551	107294	793	0.19	20	113	36.8	7.9	1041229	-7.4	0.84	0.93	20080209-20080326
TARG_114	43.8171	84.5488	2973	3198	164950	711	0.36	17	280	29.5	2.6	1015202	-6.2	0.69	0.47	20080209-20080326
MARG_115	43.5729	84.5315	2942	3488	666015	2969	0.08	10	359	#-9999.0	#-9999.0	866591	-5.1	0.56	0.94	20080209-20080326
MARG_116	43.8445	84.3564	2936	3176	446249	1244	0.30	11	35	6.3		865975	-5.4	0.61	0.81	20080209-20080326
MARG_117	43.8271	84.6852	3114	3498	417956	1584	0.18	14	355	#-9999.0	#-9999.0	868587	-5.9	0.66	0.95	20080209-20080326
MARG_118	43.9407	84.8104	3149	3347	193004	839	0.29	13	28	104.5	5.6	830316	-7.0	0.78	0.87	20080209-20080326
TARG_119	43.9409	84.8516	3314	3518	198407	906	0.25	12	83	41.6	2.8	901692	-6.8	0.79	0.89	20080209-20080326
TARG_120	43.9694	84.8465	3172	3606	151558	1140	0.14	22	84	37.1	2.8	919730	-7.3	0.83	0.96	20080209-20080326
MARG_121	43.9357	84.8532	3181	3727	559166	2029	0.15	15	70	#-9999.0	#-9999.0	915700	-6.3	0.72	0.97	20080209-20080326
MARG_122	43.9292	84.8710	2825	3444	229887	1511	0.12	24	81	#-9999.0	#-9999.0	905273	-3.8	0.37	0.89	20080209-20080326
MARG_123	43.8944	85.0516	3065	3511	339085	1462	0.18	17	73	#-9999.0	#-9999.0	882481	-5.1	0.55	0.92	20080209-20080326
MARG_124	43.8711	85.1071	2850	3081	307607	1059	0.29	13	350	#-9999.0	#-9999.0	848868	-3.5	0.32	0.48	20080209-20080326
TARG_125	43.7908	84.8385	3162	3429	38881	599	0.14	27	72	#-9999.0	#-9999.0	808487	-5.7	0.63	0.84	20080209-20080326
MARG_126	43.7742	84.8567	2820	3492	488115	2658	0.07	14	10	#-9999.0	#-9999.0	806920	-3.5	0.33	0.86	20080209-20080326
TARG_127	43.7442	84.8554	3254	3600	226968	1482	0.12	18	111	31.0	7.7	1051372	-6.1	0.70	0.86	20080209-20080326
MARG_128	43.7495	85.1207	2999	3303	259905	1419	0.14	12	39	#-9999.0	#-9999.0	874597	-4.0	0.39	0.71	20080209-20080326
MARG_129	43.6592	85.1012	3493	3755	105784	770	0.20	20	64	23.3	3.0	878693	-6.1	0.69	0.88	20080209-20080326
TARG_130	43.7485	85.0781	3249	3748	283499	1192	0.24	24	268	#-9999.0	#-9999.0	844796	-5.8	0.63	0.85	20080209-20080326
MARG_131	43.6258	84.9540	3268	3707	374841	1655	0.15	16	60	#-9999.0	#-9999.0	836970	-2.6	0.20	0.97	20080209-20080326
MARG_132	43.6890	84.6691	2993	3721	836247	3182	0.09	13	154	#-9999.0	#-9999.0	1081344	-4.6	0.49	0.92	20080209-20080326
TARG_133	43.8353	84.7993	3266	3652	139855	909	0.20	24	49	45.9	8.7	709550	-5.7	0.63	0.88	20080209-20080326
MARG_134	43.7960	84.6209	3311	3572	258619	1183	0.19	12	132	66.3	6.4	1091172	-5.3	0.59	0.88	20080209-20080326
TARG_135	43.7954	84.6316	3205	3740	106910	1388	0.07	22	138	#-9999.0	#-9999.0	1146727	-5.3	0.58	0.83	20080209-20080326
TARG_136	43.8038	84.5454	3049	3509	230235	1174	0.20	23	70	24.3	4.6	846206	-5.1	0.56	0.86	20080209-20080326
MARG_137	43.7990	84.5061	2968	3371	343553	1572	0.15	14	313	#-9999.0	#-9999.0	854581	-5.7	0.63	0.89	20080209-20080326
MARG_138	43.7853	84.4455	2744	3285	334248	1775	0.12	17	91	33.4	4.4	951213	-3.5	0.32	0.86	20080209-20080326
TARG_139	43.7986	84.4530	2654	3250	97580	1199	0.09	29	108	#-9999.0	#-9999.0	1020381	-3.4	0.31	0.71	20080209-20080326
MARG_140	43.7919	84.3786	2829	3154	176428	1043	0.18	18	325	#-9999.0	#-9999.0	823593	-4.4	0.45	0.83	20080209-20080326
TARG_141	43.8452	84.8745	2920	3516	114077	1158	0.11	26	83	#-9999.0	#-9999.0	896608	-4.0	0.40	0.89	20080209-20080326
MARG_142	43.8385	84.8800	3145	3302	122428	596	0.37	15	11	6.0	21.2	795297	-5.3	0.58	0.76	20080209-20080326
TARG_143	43.8255	84.8434	3346	3637	66917	723	0.15	22	90	#-9999.0	#-9999.0	955462	-6.3	0.73	0.88	20080209-20080326
TARG_144	43.6798	84.6986	2862	3442	207408	1606	0.09	21	272	#-9999.0	#-9999.0	974951	-2.9	0.24	0.73	20080209-20080326
TARG_145	43.7969	84.6344	3378	3662	84282	711	0.20	23	186	#-9999.0	#-9999.0	1179066	-5.3	0.58	0.86	20080209-20080326
MARG_146	44.0413	83.8147	3051	3575	627012	2273	0.13	13	78	67.1	8.3	927395	-5.4	0.60	0.92	20090802-20090917
MARG_147	44.0592	83.7174	2961	3280	234642	998	0.26	18	72	44.8	4.6	876564	-4.5	0.46	0.87	20070711-20070826
MARG_148	44.0278	83.7193	3296	3792	572837	2233	0.12	12	85	#-9999.0	#-9999.0	973671	-6.3	0.72	0.99	20070711-20070826
MARG_149	44.0888	83.6327	2872	2942	150759	619	0.40	6	82	12.0	2.8	934907	-4.0	0.38	0.53	20070711-20070826
MARG_150	44.0289	83.8810	3358	3517	198691	903	0.25	10	36	#-9999.0	#-9999.0	857869	-7.1	0.82	0.92	20090802-20090917
TARG_151	44.0214	83.9105	3366	3623	131693	760	0.26	19	165	#-9999.0	#-9999.0	1159763	-6.9	0.78	0.93	20070711-20070826
MARG_152	44.0618	83.8922	3258	3567	287121	1160	0.23	15	255	9.0	3.7	1051221	-5.2	0.58	0.89	20070711-20070826
MARG_153	44.0617	83.9029	3475	3680	181810	758	0.34	15	242	#-9999.0	#-9999.0	1079576	-7.9	0.89	0.93	20070711-20070826
MARG_154	44.0604	83.9146	3577	3762	97584	610	0.29	18	243	29.7	5.1	1120175	-7.8	0.89	0.90	20070711-20070826
MARG_155	44.1038	84.1163	3275	3516	107045	768	0.20	18	99	31.3	4.5	958255	-5.7	0.65	0.91	20070711-20070826
MARG_156	44.1067	84.1123	3294	3469	157125	684	0.36	14	80	43.7	3.0	876922	-7.3	0.84	0.91	20070711-20070826
MARG_157	44.0946	84.1349	2613	3541	2222472	5398	0.08	9	68	#-9999.0	#-9999.0	905921	-3.1	0.27	0.94	20070711-20070826
MARG_158	44.0718	84.2064	2772	3512	1455608	4403	0.08	9	28	#-9999.0	#-9999.0	886673	-4.7	0.49	0.94	20070711-20070826
MARG_159	44.1100	84.0217	2655	3307	1308729	2936	0.16	12	318	#-9999.0	#-9999.0	894865	-2.9	0.25	0.84	20070711-20070826
MARG_160	44.1085	83.9591	2695	3313	633388	2699	0.09	13	15	27.8	28.8	828907	-2.7	0.20	0.79	20090802-20090917
MARG_161	44.1084	84.0928	3112	3626	963168	2313	0.19	12	33	49.2	8.9	851759	-6.1	0.70	0.95	20070711-20070826
MARG_162	44.1141	84.0687	3390	3551	353269	1048	0.33	8	21	25.5	15.2	867430	-8.6	0.93	0.96	20070711-20070826
MARG_163	44.0996	84.0178	3161	3467	290836	1229	0.21	14	18	#-9999.0	#-9999.0	789736	-6.0	0.66	0.94	20070711-20070826
TARG_164	44.0429	84.1627	3086	3580	123151	1179	0.11	25	182	#-9999.0	#-9999.0	1183155	-7.1	0.81	0.94	20070711-20070826
TARG_165	44.0425	84.1548	3191	3659	146440	1328	0.09	20	140	81.5	16.7	1117089	-7.1	0.81	0.98	20070711-20070826
MARG_166	44.0299	84.1281	2732	3736	702337	3563	0.06	16	193	#-9999.0	#-9999.0	1111140	-2.8	0.24	0.95	20070711-20070826
TARG_167	44.0299	84.1223	3066	3353	97353	779	0.19	22	100	#-9999.0	#-9999.0	1039369	-5.9	0.67	0.93	20070711-20070826
MARG_168	44.0463	84.0590	3000	3662	768069	2846	0.10	13	188	#-9999.0	#-9999.0	1105739	-4.8	0.51	0.94	20070711-20070826
MARG_169	44.0340	84.0380	2964	3472	521757	2277	0.11	12	100	61.1	12.5	978585	-5.5	0.62	0.91	20070711-20070826
MARG_170	44.0267	84.0362	3147	3358	700247	1372	0.38	8	54	55.5	5.0	918503	-5.9	0.68	0.80	20070711-20070826
MARG_171	44.1262	83.9132	3101	3298	875963	2077	0.20	5	339	#-9999.0	#-9999.0	899408	-5.6	0.64	0.87	20090802-20090917
TARG_172	43.8460	83.8543	3185	3434	130755	727	0.28	20	100	14.6	4.9	1007732	-4.7	0.49	0.84	20070711-20070826
TARG_173	43.8511	83.8554	3201	3415	94050	694	0.22	18	93	51.6	12.1	1016123	-5.7	0.64	0.84	20090802-20090917
TARG_174	43.8572	83.8618	3155	3380	118795	762	0.22	17	105	42.2	7.0	985403	-4.9	0.53	0.77	20070711-20070826
MARG_175	43.8698	83.8682	3218	3388	102897	684	0.23	11	136	65.2	26.0	1109301	-6.2	0.71	0.76	20090802-20090917
MARG_176	43.8850	83.8847	3202	3334	197616	791	0.32	9	124	41.8	6.8	1046226	-4.6	0.48	0.69	20070711-20070826
MARG_177	43.9144	84.0211	3060	3469	610489	1942	0.17	12	111	49.0	9.9	1013570	-5.1	0.57	0.91	20070711-20070826
MARG_178	43.8765	84.0147	3292	3405	98105	596	0.28	10	218	#-9999.0	#-9999.0	1097165	-6.4	0.74	0.74	20070711-20070826
TARG_179	43.8663	84.0352	3224	3343	38889	349	0.36	19	263	17.2	4.0	1058050	-5.9	0.66	0.66	20070711-20070826
MARG_180	43.8649	84.0499	3270	3408	85740	523	0.34	15	115	49.2	8.0	1046085	-7.0	0.80	0.80	20070711-20070826
MARG_181	43.8670	84.1137	3138	3299	425338	858	0.60	10	25	68.6	7.3	859753	-6.7	0.77	0.77	20070711-20070826
MARG_182	43.8680	84.0992	3267	3388	123653	701	0.26	9	100	15.3	4.6	986389	-6.8	0.80	0.86	20070711-20070826
MARG_183	43.8503	84.1282	3224	3499	272364	1175	0.21	13	116	30.8	6.3	1088274	-6.5	0.75	0.88	20070711-20070826
MARG_184	43.8994	84.1271	3273	3471	438202	1086	0.38	10	83	32.4	4.4	942553	-7.5	0.85	0.88	20070711-20070826
MARG_185	43.8968	84.1348	3250	3463	153193	581	0.52	21	70	38.3	4.8	802287	-7.5	0.85	0.90	20070711-20070826
TARG_186	43.8553	84.1893	2754	2908	101670	699	0.22	13	62	21.7	3.1	866071	-3.5	0.31	0.74	20070711-20070826
TARG_187	43.8472	84.2022	2745	2928	29684	444	0.18	22	53	39.2	5.8	762053	-4.5	0.47	0.75	20070711-20070826
MARG_188	43.8061	84.1735	3307	3399	90488	637	0.23	8	299	10.9	3.2	963213	-6.2	0.72	0.84	20070711-20070826
MARG_189	43.8068	84.1619	3155	3230	645453	997	0.65	4	356	#-9999.0	#-9999.0	938430	-6.4	0.74	0.84	20070711-20070826
TARG_190	43.8280	84.2547	3027	3376	145357	1094	0.14	18	263	27.2	2.6	1032176	-5.0	0.55	0.74	20070711-20070826
MARG_191	43.7437	84.2692	3361	3492	311455	776	0.53	9	296	#-9999.0	#-9999.0	884583	-7.3	0.84	0.92	20070711-20070826
MARG_192	43.7462	84.3091	3081	3292	563303	1512	0.25	8	45	39.6	5.3	941605	-5.9	0.68	0.82	20070711-20070826
MARG_193	43.7424	84.3200	3162	3382	305123	1364	0.17	9	314	#-9999.0	#-9999.0	948056	-5.9	0.68	0.88	20070711-20070826
MARG_194	43.7365	84.4034	3353	3487	444596	1055	0.41	7	82	12.8	4.1	1002657	-8.0	0.89	0.91	20070711-20070826
TARG_195	43.7649	84.4380	2984	3088	68766	415	0.42	12	91	25.2	4.1	1013427	-4.5	0.47	0.71	20070711-20070826
TARG_196	43.7963	84.3688	2769	2961	93775	439	0.60	25	115	40.4	4.3	1101674	-3.9	0.38	0.50	20070711-20070826
TARG_197	43.8873	84.2318	2877	3209	294458	1033	0.31	18	49	#-9999.0	#-9999.0	765732	-4.9	0.53	0.82	20070711-20070826
MARG_198	43.9017	84.2363	3108	3515	344406	1478	0.17	15	138	7.2	49.3	1089110	-5.9	0.67	0.87	20070711-20070826
TARG_199	43.8900	84.2871	3049	3554	244412	1349	0.16	22	197	#-9999.0	#-9999.0	1166117	-5.8	0.63	0.86	20070711-20070826
MARG_200	43.9009	84.2579	3393	3684	138886	727	0.31	23	182	#-9999.0	#-9999.0	1144764	-8.2	0.90	0.90	20070711-20070826
TARG_201	43.9043	84.3093	2923	3135	145087	832	0.22	14	61	40.8	5.2	837658	-5.5	0.61	0.80	20070711-20070826
MARG_202	43.9166	84.2702	3371	3614	1246661	2375	0.22	5	142	24.0	10.8	1034618	-9.2	0.94	0.96	20070711-20070826
MARG_203	43.9250	84.3086	3246	3598	659340	1574	0.28	13	58	18.3	3.5	859009	-6.8	0.78	0.96	20070711-20070826
MARG_204	43.9360	84.3215	2767	3685	1488226	5163	0.06	10	106	#-9999.0	#-9999.0	1010876	-4.5	0.46	0.96	20070711-20070826
TARG_205	43.9417	84.3591	3232	3532	218233	1174	0.17	14	246	20.3	3.9	1057191	-7.0	0.80	0.92	20070711-20070826
MARG_206	43.9348	84.3934	3505	3679	316647	1123	0.26	8	161	#-9999.0	#-9999.0	1051961	-9.1	0.95	0.97	20070711-20070826
MARG_207	43.9435	84.4260	3128	3457	268275	1101	0.24	17	99	33.0	4.4	957978	-7.0	0.79	0.97	20070711-20070826
TARG_208	43.9587	84.3510	3130	3546	696380	1657	0.27	14	60	9.3	3.2	867755	-6.0	0.69	0.96	20070711-20070826
TARG_209	43.9755	84.2998	3388	3661	172152	857	0.26	18	88	16.3	4.2	955888	-7.6	0.87	0.99	20070711-20070826
MARG_210	44.0021	84.2957	2575	3624	814885	3956	0.06	15	9	#-9999.0	#-9999.0	799638	-2.9	0.23	0.98	20070711-20070826
TARG_211	44.0040	84.3109	2802	3188	143175	937	0.20	24	64	#-9999.0	#-9999.0	743076	-4.3	0.43	0.81	20070711-20070826
TARG_212	44.0228	84.2883	2490	2717	132691	624	0.39	21	60	29.0	6.7	790521	-2.5	0.21	0.38	20070711-20070826
TARG_213	44.0416	84.2292	2583	2751	52233	404	0.39	25	96	57.7	6.5	985527	-3.4	0.29	0.57	20070711-20070826
MARG_214	43.9696	84.2586	2754	3485	696788	3221	0.07	13	350	#-9999.0	#-9999.0	839756	-3.5	0.32	0.93	20070711-20070826
MARG_215	43.9731	84.2503	2767	3327	604657	2709	0.09	11	7	#-9999.0	#-9999.0	828029	-3.5	0.32	0.89	20070711-20070826
MARG_216	43.9739	84.2404	2684	3539	429271	2445	0.08	20	32	#-9999.0	#-9999.0	747924	-4.6	0.48	0.96	20070711-20070826
MARG_217	43.9649	84.2392	3415	3594	115131	690	0.26	15	44	35.6	13.6	787549	-8.0	0.88	0.99	20070711-20070826
MARG_218	43.9338	84.3041	3160	3609	673626	2264	0.14	11	91	#-9999.0	#-9999.0	1023589	-6.8	0.78	0.96	20070711-20070826
MARG_219	44.0858	84.1332	2934	3394	633782	2165	0.14	12	13	#-9999.0	#-9999.0	826273	-5.4	0.60	0.88	20070711-20070826
MARG_220	44.0854	84.1443	2820	3451	864972	3233	0.09	11	10	#-9999.0	#-9999.0	848237	-3.5	0.32	0.94	20070711-20070826
MARG_221	44.0855	84.1558	2789	3453	955005	3458	0.08	11	341	#-9999.0	#-9999.0	866396	-3.5	0.32	0.94	20070711-20070826
MARG_222	43.9817	84.3147	2623	3719	968438	4492	0.05	14	32	#-9999.0	#-9999.0	834969	-3.7	0.35	0.99	20070711-20070826
MARG_223	43.9820	84.3267	2579	3542	802254	3589	0.07	16	7	#-9999.0	#-9999.0	820160	-3.7	0.35	0.94	20070711-20070826
MARG_224	44.3167	83.3025	3238	3488	583929	2159	0.13	6	64	57.3	4.1	1013872	-6.6	0.77	0.91	20090802-20090917
MARG_225	44.3002	83.3078	3430	3492	95178	601	0.27	6	95	8.6	2.8	1064460	-8.0	0.90	0.94	20090802-20090917
MARG_226	44.2992	83.3171	3265	3448	354348	1400	0.18	7	51	36.8	3.4	920196	-7.2	0.83	0.94	20090802-20090917
MARG_227	44.2796	83.3415	3343	3484	135512	642	0.35	12	99	33.1	3.2	1028081	-7.8	0.88	0.90	20090802-20090917
MARG_228	44.2724	83.3793	3184	3404	410539	1458	0.20	8	21	83.8	16.3	878401	-6.9	0.80	0.93	20090802-20090917
MARG_229	44.2722	83.3951	3171	3469	487272	1758	0.16	9	23	72.4	11.0	885491	-6.9	0.79	0.92	20090802-20090917
MARG_230	44.2697	83.4146	3148	3316	504102	1420	0.25	6	357	#-9999.0	#-9999.0	907091	-5.9	0.68	0.78	20090802-20090917
MARG_231	44.3234	83.2814	3372	3420	459751	1032	0.43	2	2	49.8	25.0	923146	-7.7	0.87	0.93	20090802-20090917
MARG_232	44.3194	83.2279	3103	3471	575833	2319	0.11	9	299	13.2	5.3	969914	-6.3	0.72	0.95	20090802-20090917
MARG_233	44.2407	83.3171	3164	3400	301090	1380	0.16	9	285	#-9999.0	#-9999.0	1043384	-7.9	0.86	0.85	20090802-20090917
MARG_234	44.2125	83.3002	3258	3356	117015	891	0.15	6	351	#-9999.0	#-9999.0	899430	-6.3	0.73	0.85	20090802-20090917
MARG_235	44.0653	83.2096	3076	3399	221562	1285	0.14	14	309	#-9999.0	#-9999.0	881254	-6.8	0.78	0.90	20090802-20090917
MARG_236	44.0690	83.2759	3070	3263	193366	898	0.25	12	357	#-9999.0	#-9999.0	827364	-5.8	0.65	0.82	20090802-20090917
MARG_237	44.0517	83.3127	2928	3090	184781	809	0.29	11	77	26.7	2.8	890167	-5.2	0.56	0.72	20090802-20090917
MARG_238	44.0435	83.2927	3269	3419	152200	814	0.24	10	78	27.5	2.7	998339	-7.4	0.84	0.86	20090802-20090917
MARG_239	44.0200	83.3132	3270	3346	116503	684	0.25	6	62	30.6	2.8	941842	-6.2	0.71	0.85	20090802-20090917
MARG_240	43.9833	83.3313	3116	3346	249106	1037	0.24	12	113	78.3	5.5	985956	-6.2	0.72	0.87	20090802-20090917
TARG_241	44.0617	83.3047	3029	3290	78200	636	0.23	24	83	#-9999.0	#-9999.0	837964	-5.3	0.59	0.81	20090802-20090917
MARG_242	43.9715	83.3774	3054	3286	216413	884	0.30	15	66	32.3	3.2	858985	-5.2	0.57	0.74	20090802-20090917
TARG_243	44.1492	83.3351	2828	3224	291694	1029	0.32	22	45	114.6	10.9	761929	-4.7	0.50	0.83	20090802-20090917
TARG_244	44.1415	83.3414	2878	3308	364021	1385	0.21	18	56	30.1	3.4	843169	-3.4	0.29	0.83	20090802-20090917
MARG_245	44.1261	83.3450	3219	3335	149932	845	0.21	7	356	#-9999.0	#-9999.0	900115	-6.6	0.76	0.78	20090802-20090917
MARG_246	44.1193	83.3500	3228	3440	130925	915	0.17	13	50	17.7	3.1	892483	-6.2	0.72	0.83	20090802-20090917
MARG_247	44.1613	83.4497	3161	3357	243774	811	0.39	14	55	27.0	3.5	876456	-6.1	0.69	0.81	20090802-20090917
MARG_248	44.1479	83.4613	2965	3372	994184	2154	0.22	10	93	35.8	4.4	957616	-4.2	0.42	0.83	20090802-20090917
MARG_249	44.0550	83.5200	3262	3442	82987	516	0.35	20	110	18.4	5.5	1055748	-6.0	0.68	0.84	20090802-20090917
TARG_250	44.0419	83.4030	2920	3320	369661	1179	0.30	19	37	#-9999.0	#-9999.0	807793	-4.7	0.49	0.81	20090802-20090917
TARG_251	44.0490	83.3880	2823	3227	180858	1046	0.19	22	357	#-9999.0	#-9999.0	703648	-4.3	0.44	0.81	20090802-20090917
TARG_252	44.1902	83.4693	3180	3336	116063	634	0.31	15	63	16.5	3.3	861774	-6.3	0.72	0.77	20090802-20090917
TARG_253	44.1289	83.4671	3092	3223	188461	524	0.74	15	77	25.0	2.7	937405	-6.0	0.69	0.69	20090802-20090917
MARG_254	44.0413	83.4217	3048	3283	292231	1427	0.15	9	249	17.6	2.7	1017529	-4.9	0.52	0.81	20090802-20090917
MARG_255	44.0319	83.4202	2981	3374	1366458	2911	0.16	7	304	27.7	5.3	999796	-4.8	0.51	0.81	20090802-20090917
MARG_256	44.0351	83.5300	3087	3212	191800	922	0.23	8	87	24.8	2.7	875654	-5.2	0.58	0.77	20090802-20090917
MARG_257	44.0594	83.5491	3094	3320	169490	911	0.22	14	334	#-9999.0	#-9999.0	843321	-3.9	0.38	0.69	20090802-20090917
MARG_258	44.2411	83.4553	3339	3476	322230	1096	0.27	7	85	16.3	4.4	968906	-7.5	0.85	0.88	20090802-20090917
MARG_259	44.1215	83.9054	3246	3388	462363	1215	0.32	6	24	#-9999.0	#-9999.0	889358	-6.3	0.74	0.92	20090802-20090917
TARG_260	44.2325	83.2687	3041	3311	237616	698	0.57	22	47	31.9	9.3	741815	-5.7	0.64	0.75	20090802-20090917
MARG_261	44.2108	83.2813	3268	3336	275586	488	1.18	7	37	15.2	8.7	933001	-6.9	0.80	0.87	20090802-20090917