Citation:

PANGAEA.934773

Name: Hydrogen (d2H) and oxygen (d18O) isotopes of human hair from the United States
Published: 2023-05-24
License: https://creativecommons.org/licenses/by/4.0/
Keywords: anthropogenic tracers; provenance analysis; stable isotope analysis; strontium isotopes; trace element; water chemistry; water isotopes; water management

Always quote citation above when using data! You can download the citation in several formats below.

Published: 2023-05-24 • DOI registered: 2023-05-24

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Keyword(s):

anthropogenic tracers; provenance analysis; stable isotope analysis; strontium isotopes; trace element; water chemistry; water isotopes; water management

Related to:

Ehleringer, James Russell; Bowen, Gabriel J; Chesson, Lesley A; West, Adam G; Podlesak, David W (2008): Hydrogen and oxygen isotope ratios in human hair are related to geography. Proceedings of the National Academy of Sciences, 105(8), 2788-2793, https://doi.org/10.1073/pnas.0712228105

Tipple, Brett James (2014): Isotope analyses of hair as a trace evidence tool to reconstruct human movements: combining strontium isotope with hydrogen/oxygen isotope data. Department of Justice, National Criminal Justice Reference Service, Document Number 248977, 51 pp, https://www.ojp.gov/pdffiles1/nij/grants/248977.pdf

Tipple, Brett James (2016): Isotope analyses of hair as a trace evidence tool to reconstruct human movements: Establishing the effects of the “Human Ecosystem” on strontium and oxygen isotope ratios. Department of Justice, National Criminal Justice Reference Service, Document Number 250339, 92 pp, https://www.ojp.gov/pdffiles1/nij/grants/250339.pdf

Tipple, Brett James; Valenzuela, Luciano O; Chau, Thuan H; Hu, Lihai; Bataille, Clement P; Chesson, Lesley A; Ehleringer, James Russell (2019): Strontium isotope ratios of human hair from the United States: Patterns and aberrations. Rapid Communications in Mass Spectrometry, 33(5), 461-472, https://doi.org/10.1002/rcm.8378

Tipple, Brett James; Valenzuela, Luciano O; Ehleringer, James Russell (2018): Strontium isotope ratios of human hair record intra-city variations in tap water source. Scientific Reports, 8(1), https://doi.org/10.1038/s41598-018-21359-0

Coverage:

Median Latitude: 38.599174 * Median Longitude: -109.511537 * South-bound Latitude: 29.681800 * West-bound Longitude: -122.546130 * North-bound Latitude: 48.637500 * East-bound Longitude: -86.537800

Date/Time Start: 2004-07-05T00:00:00 * Date/Time End: 2015-02-18T00:00:00

Event(s):

Arizona_570 * Latitude: 33.652100 * Longitude: -112.255680 * Location: United States * Method/Device: Human hair sample (HHS)

Arizona_577 * Latitude: 33.611570 * Longitude: -112.221450 * Location: United States * Method/Device: Human hair sample (HHS)

Arizona_579 * Latitude: 33.639290 * Longitude: -112.251100 * Location: United States * Method/Device: Human hair sample (HHS)

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Event label	Event		Tipple, Brett James
2	Sample ID	Sample ID		Tipple, Brett James
3	Location ID	Loc ID		Tipple, Brett James
4	DATE/TIME	Date/Time		Tipple, Brett James		Geocode – Field collection date
5	Year of observation	Year obs	a AD	Tipple, Brett James		Year of field collection
6	LATITUDE	Latitude		Tipple, Brett James		Geocode
7	LONGITUDE	Longitude		Tipple, Brett James		Geocode
8	Area/locality	Area		Tipple, Brett James
9	δ18O	δ18O	‰	Tipple, Brett James	TC/EA-IRMS	vs. VSMOW
10	δ Deuterium	δD	‰ SMOW	Tipple, Brett James	TC/EA-IRMS	vs. VSMOW
11	δ18O, standard deviation	δ18O std dev	±	Tipple, Brett James	TC/EA-IRMS	vs. VSMOW
12	δ Deuterium, standard deviation	δD std dev	±	Tipple, Brett James	TC/EA-IRMS	vs. VSMOW

License:

Creative Commons Attribution 4.0 International (CC-BY-4.0)

Status:

Curation Level: Enhanced curation (CurationLevelC)

Size:

3134 data points

Data

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

1 Event	2 Sample ID	3 Loc ID	4 Date/Time	5 Year obs [a AD]	6 Latitude	7 Longitude	8 Area	9 δ18O [‰]	10 δD [‰ SMOW]	11 δ18O std dev [±]	12 δD std dev [±]
Salt_Lake_Valley_249	228	249		2013	40.75998	-111.92182	Salt Lake Valley	6.68	-98.04	0.19	1.65
Salt_Lake_Valley_249	229	249		2013	40.75998	-111.92182	Salt Lake Valley	8.82	-108.32	0.01	0.69
Salt_Lake_Valley_250	230	250		2013	40.79412	-111.93139	Salt Lake Valley	11.21	-111.71	0.02	0.62
Salt_Lake_Valley_250	231	250		2013	40.79412	-111.93139	Salt Lake Valley	9.25	-118.56	0.09	1.43
Salt_Lake_Valley_249	232	249		2013	40.75998	-111.92182	Salt Lake Valley	8.78	-97.70	0.02	1.34
Salt_Lake_Valley_249	233	249		2013	40.75998	-111.92182	Salt Lake Valley	8.86	-99.68	0.11	0.22
Salt_Lake_Valley_250	234	250		2013	40.79412	-111.93139	Salt Lake Valley	9.91	-91.91	0.03	1.02
Salt_Lake_Valley_249	235	249		2013	40.75998	-111.92182	Salt Lake Valley	10.86	-106.50	0.21	0.81
Salt_Lake_Valley_250	236	250		2013	40.79412	-111.93139	Salt Lake Valley	10.17	-100.34	0.10	1.09
Salt_Lake_Valley_250	237	250		2013	40.79412	-111.93139	Salt Lake Valley	9.97	-103.35	0.11	2.32
Salt_Lake_Valley_250	238	250		2013	40.79412	-111.93139	Salt Lake Valley	8.56	-109.11	0.02	0.54
Salt_Lake_Valley_250	239	250		2013	40.79412	-111.93139	Salt Lake Valley	9.84	-101.92	0.11	0.80
Salt_Lake_Valley_249	240	249		2013	40.75998	-111.92182	Salt Lake Valley	9.60	-94.11	0.14	0.99
Salt_Lake_Valley_249	241	249		2013	40.75998	-111.92182	Salt Lake Valley	9.84	-101.45	0.10	1.95
Salt_Lake_Valley_250	242	250		2013	40.79412	-111.93139	Salt Lake Valley	10.55	-90.38	0.28	0.41
Salt_Lake_Valley_249	243	249		2013	40.75998	-111.92182	Salt Lake Valley	9.78	-108.96	0.02	2.00
Salt_Lake_Valley_250	244	250		2013	40.79412	-111.93139	Salt Lake Valley	9.44	-105.24	0.27	0.97
Salt_Lake_Valley_250	245	250		2013	40.79412	-111.93139	Salt Lake Valley	10.22	-112.81	0.12	2.52
Salt_Lake_Valley_250	246	250		2013	40.79412	-111.93139	Salt Lake Valley	10.20	-102.81	0.00	1.33
Salt_Lake_Valley_249	247	249		2013	40.75998	-111.92182	Salt Lake Valley	10.42	-101.01	0.12	0.52
Salt_Lake_Valley_250	248	250		2013	40.79412	-111.93139	Salt Lake Valley	10.38	-100.81	0.19	2.11
Salt_Lake_Valley_250	250	250		2013	40.79412	-111.93139	Salt Lake Valley	10.15	-103.04	0.15	1.01
Salt_Lake_Valley_249	251	249		2013	40.75998	-111.92182	Salt Lake Valley	10.97	-106.06	0.20	1.35
Salt_Lake_Valley_249	253	249		2013	40.75998	-111.92182	Salt Lake Valley	10.25	-110.04	0.12	1.24
Salt_Lake_Valley_248	254	248		2013	40.75106	-111.85438	Salt Lake Valley	10.56	-105.41	0.15	1.01
Salt_Lake_Valley_248	255	248		2013	40.75106	-111.85438	Salt Lake Valley	10.50	-102.84
Salt_Lake_Valley_248	256	248		2013	40.75106	-111.85438	Salt Lake Valley	12.62	-99.96
Salt_Lake_Valley_251	257	251		2013	40.73195	-111.85442	Salt Lake Valley	8.28	-94.08
Salt_Lake_Valley_251	258	251		2013	40.73195	-111.85442	Salt Lake Valley	14.69	-70.66
Salt_Lake_Valley_251	259	251		2013	40.73195	-111.85442	Salt Lake Valley	6.94	-98.57
Salt_Lake_Valley_251	260	251		2013	40.73195	-111.85442	Salt Lake Valley	10.35	-153.42	0.08	8.07
Salt_Lake_Valley_251	262	251		2013	40.73195	-111.85442	Salt Lake Valley	8.09	-94.95	0.14	0.45
California_198	328	198	2013-12-13		37.77373	-122.44788	California	8.34	-100.15
California_198	329	198	2013-12-13		37.77373	-122.44788	California	9.18	-97.43
California_200	330	200	2013-12-13		37.78772	-122.45088	California	10.32	-77.99
California_201	331	201	2013-12-13		37.78706	-122.45354	California	9.42	-97.50
California_202	332	202	2013-12-13		37.85841	-122.48499	California	10.76	-85.76
California_202	333	202	2013-12-13		37.85841	-122.48499	California	13.47	-75.35
California_202	334	202	2013-12-13		37.85841	-122.48499	California	14.29	-69.92
California_205	335	205	2013-12-13		37.85845	-122.48486	California	11.84	-64.80
California_205	336	205	2013-12-13		37.85845	-122.48486	California	10.50	-87.02
California_205	337	205	2013-12-13		37.85845	-122.48486	California	13.06	-71.16
California_208	338	208	2013-12-13		37.85932	-122.48669	California	13.32	-72.01
California_208	339	208	2013-12-13		37.85932	-122.48669	California	13.35	-80.33
Salt_Lake_Valley_432	492	432	2014-02-20		40.64722	-111.86722	Salt Lake Valley	7.04	-115.37
Salt_Lake_Valley_432	493	432	2014-02-20		40.64722	-111.86722	Salt Lake Valley	8.69	-99.07
Salt_Lake_Valley_432	494	432	2014-02-20		40.64722	-111.86722	Salt Lake Valley	6.96	-104.04
Salt_Lake_Valley_421	495	421	2014-02-20		40.71095	-112.10653	Salt Lake Valley	8.92	-103.64
Salt_Lake_Valley_421	496	421	2014-02-20		40.71095	-112.10653	Salt Lake Valley	9.55	-98.60
Salt_Lake_Valley_421	497	421	2014-02-20		40.71095	-112.10653	Salt Lake Valley	9.46	-106.10
Salt_Lake_Valley_413	498	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	-16.35	-123.26
Salt_Lake_Valley_396	499	396	2014-02-20		40.74969	-111.83506	Salt Lake Valley	-16.13	-122.35
Salt_Lake_Valley_413	500	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	8.99	-96.79
Salt_Lake_Valley_413	501	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	9.44	-104.11
Salt_Lake_Valley_413	502	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	9.98	-99.36
Arizona_577	704	577	2014-03-30		33.61157	-112.22145	Arizona	11.94	-91.64	0.14	0.89
Arizona_577	705	577	2014-03-30		33.61157	-112.22145	Arizona	12.56	-88.30	0.47	6.09
Arizona_579	706	579	2014-03-30		33.63929	-112.25110	Arizona	11.01	-82.37	0.44	1.07
Arizona_579	708	579	2014-03-30		33.63929	-112.25110	Arizona	13.65	-77.08	0.46	1.72
Arizona_570	711	570	2014-03-30		33.65210	-112.25568	Arizona	12.29	-86.73	0.13	0.80
Arizona_585	712	585	2014-03-30		33.60824	-112.34111	Arizona	12.38	-78.79	0.23	1.99
Arizona_585	713	585	2014-03-30		33.60824	-112.34111	Arizona	12.39	-78.69	0.06	1.23
Arizona_625	716	625	2014-03-31		33.60970	-112.14802	Arizona	12.14	-81.32	0.20	1.78
Arizona_625	717	625	2014-03-31		33.60970	-112.14802	Arizona	9.60	-88.87	0.23	1.37
Arizona_630	718	630	2014-03-31		33.58452	-111.92530	Arizona	11.98	-82.13	0.28	1.48
Arizona_630	719	630	2014-03-31		33.58452	-111.92530	Arizona	12.05	-82.13
Arizona_635	723	635	2014-03-31		33.64008	-112.13277	Arizona	12.10	-82.37
Arizona_635	725	635	2014-03-31		33.64008	-112.13277	Arizona	12.51	-79.03
Arizona_677	727	677	2014-04-01		33.41608	-111.72409	Arizona	12.22	-87.75
Arizona_677	729	677	2014-04-01		33.41608	-111.72409	Arizona	9.62	-95.55
Arizona_678	730	678	2014-04-01		33.41603	-111.73479	Arizona	11.75	-79.73
Arizona_678	731	678	2014-04-01		33.41603	-111.73479	Arizona	12.06	-82.95
California_756	1354	756	2014-03-28		37.23522	-121.87415	California	13.68	-75.33
California_756	1355	756	2014-03-28		37.23522	-121.87415	California	13.51	-87.15
California_772	1366	772	2014-03-29		37.58796	-122.02351	California	11.99	-79.37
California_772	1367	772	2014-03-29		37.58796	-122.02351	California	13.18	-91.24
California_779	1372	779	2014-03-29		37.43358	-121.90145	California	9.50	-100.63	0.53	2.23
California_779	1373	779	2014-03-29		37.43358	-121.90145	California	11.84	-74.05
California_781	1381	781	2014-03-29		37.34821	-121.94762	California	13.11	-99.53
California_781	1382	781	2014-03-29		37.34821	-121.94762	California	13.57	-78.82
California_202	1385	202	2014-03-25		37.85841	-122.48499	California	13.06	-68.96
California_202	1386	202	2014-03-25		37.85841	-122.48499	California	14.00	-74.99
California_205	1387	205	2014-03-25		37.85845	-122.48486	California	11.23	-77.68
California_205	1388	205	2014-03-25		37.85845	-122.48486	California	14.27	-73.90
California_470	1390	470	2014-03-25		37.89727	-122.53524	California	11.97	-72.19
California_470	1391	470	2014-03-25		37.89727	-122.53524	California	12.83	-81.40
California_470	1392	470	2014-03-25		37.89727	-122.53524	California	14.07	-68.95
California_561	1396	561	2014-03-25		37.90662	-122.54613	California	14.36	-76.13
California_561	1397	561	2014-03-25		37.90662	-122.54613	California	14.65	-72.34
California_561	1398	561	2014-03-25		37.90662	-122.54613	California	13.62	-78.15
California_473	1399	473	2014-03-25		37.90165	-122.52647	California	12.06	-85.91
California_473	1400	473	2014-03-25		37.90165	-122.52647	California	10.08	-79.55
California_473	1401	473	2014-03-25		37.90165	-122.52647	California	12.78	-69.73
California_480	1402	480	2014-03-25		37.93560	-122.52542	California	11.66	-73.62
California_480	1403	480	2014-03-25		37.93560	-122.52542	California	12.20	-77.15
California_480	1404	480	2014-03-25		37.93560	-122.52542	California	11.73	-79.95
California_562	1405	562	2014-03-25		37.93556	-122.53542	California	13.59	-71.65
California_562	1406	562	2014-03-25		37.93556	-122.53542	California	14.79	-71.08
California_485	1407	485	2014-03-25		37.97937	-122.53262	California	10.78	-69.93
California_485	1409	485	2014-03-25		37.97937	-122.53262	California	12.20	-79.74
California_487	1411	487	2014-03-25		37.96961	-122.51617	California	14.55	-67.49
California_487	1412	487	2014-03-25		37.96961	-122.51617	California	13.49	-73.87
California_487	1413	487	2014-03-25		37.96961	-122.51617	California	11.67	-72.66
California_491	1414	491	2014-03-25		37.79765	-122.44701	California	12.04	-68.37
California_491	1416	491	2014-03-25		37.79765	-122.44701	California	10.09	-89.10
California_491	1417	491	2014-03-25		37.79765	-122.44701	California	11.42	-72.59
California_495	1418	495	2014-03-26		37.58630	-122.36441	California	10.93	-89.52
California_495	1419	495	2014-03-26		37.58630	-122.36441	California	10.56	-81.06
California_495	1420	495	2014-03-26		37.58630	-122.36441	California	12.24	-80.99
California_563	1431	563	2014-03-26		37.79052	-122.41719	California	12.51	-80.63
California_563	1433	563	2014-03-26		37.79052	-122.41719	California	12.25	-84.64
California_563	1434	563	2014-03-26		37.79052	-122.41719	California	10.83	-85.29
California_731	1435	731	2014-03-27		37.80894	-122.25271	California	11.92	-77.64
California_731	1436	731	2014-03-27		37.80894	-122.25271	California	13.55	-79.63	0.54	0.54
California_733	1441	733	2014-03-27		37.83451	-122.25012	California	14.39	-76.65
California_733	1442	733	2014-03-27		37.83451	-122.25012	California	11.67	-85.89
California_738	1447	738	2014-03-27		37.88198	-122.28154	California	11.74	-87.34
California_738	1448	738	2014-03-27		37.88198	-122.28154	California	9.85	-74.12
California_542	1460	542	2014-03-28		37.55722	-122.27417	California	10.80	-78.29
California_542	1462	542	2014-03-28		37.55722	-122.27417	California	12.54	-69.68
California_542	1463	542	2014-03-28		37.55722	-122.27417	California	10.53	-87.04
California_785	1466	785	2014-03-29		37.65211	-122.10870	California	11.87	-86.15
California_785	1467	785	2014-03-29		37.65211	-122.10870	California	11.87	-77.18	0.22	0.54
California_798	1484	798	2014-03-31		34.11223	-118.12580	California	9.66	-83.51
California_798	1485	798	2014-03-31		34.11223	-118.12580	California	11.95	-78.65
California_808	1486	808	2014-03-31		34.00089	-118.39460	California	12.98	-92.59
California_808	1487	808	2014-03-31		34.00089	-118.39460	California	12.10	-80.34
California_839	1501	839	2014-04-01		33.94469	-117.41647	California	12.97	-85.26
California_839	1502	839	2014-04-01		33.94469	-117.41647	California	12.12	-82.41
California_564	1517	564	2014-03-28		37.45203	-122.18362	California	9.02	-83.16
California_564	1518	564	2014-03-28		37.45203	-122.18362	California	9.67	-83.81
California_549	1522	549	2014-03-28		37.39944	-122.10000	California	12.11	-83.57
California_549	1523	549	2014-03-28		37.39944	-122.10000	California	11.29	-86.54	0.13	1.16
California_840	1532	840	2014-04-01		33.87344	-117.55943	California	10.74	-85.39
California_840	1533	840	2014-04-01		33.87344	-117.55943	California	9.58	-87.88
California_853	1547	853	2014-04-02		34.06284	-117.64692	California	10.30	-89.40
California_853	1548	853	2014-04-02		34.06284	-117.64692	California	10.64	-97.62	0.06	1.50
California_855	1552	855	2014-04-02		34.01566	-117.68911	California	12.29	-70.33
California_855	1553	855	2014-04-02		34.01566	-117.68911	California	13.10	-86.15
California_858	1555	858	2014-04-02		33.98399	-117.74692	California	11.30	-84.13
California_858	1556	858	2014-04-02		33.98399	-117.74692	California	10.49	-90.14
California_862	1557	862	2014-04-02		34.08645	-117.88866	California	9.00	-75.82
California_862	1558	862	2014-04-02		34.08645	-117.88866	California	16.41	-74.39
California_872	1561	872	2014-04-02		33.68643	-117.36766	California	12.32	-79.89	0.14	0.12
California_872	1562	872	2014-04-02		33.68643	-117.36766	California	11.14	-89.45
California_879	1564	879	2014-04-03		32.62724	-117.08783	California	12.60	-81.29
California_879	1566	879	2014-04-03		32.62724	-117.08783	California	12.28	-81.64
California_882	1568	882	2014-04-03		32.67643	-117.08973	California	13.97	-69.43
California_883	1569	883	2014-04-03		32.70844	-117.16168	California	12.15	-74.41
California_884	1570	884	2014-04-03		32.71912	-117.16081	California	12.08	-95.81
California_884	1571	884	2014-04-03		32.71912	-117.16081	California	9.87	-88.11
California_885	1572	885	2014-04-03		32.73115	-117.16226	California	8.59	-90.56
California_885	1573	885	2014-04-03		32.73115	-117.16226	California	10.74	-83.23
California_887	1574	887	2014-04-03		32.79512	-116.96314	California	10.93	-79.04	0.19	0.87
California_887	1577	887	2014-04-03		32.79512	-116.96314	California	11.85	-77.11
California_888	1579	888	2014-04-03		32.83748	-116.98640	California	11.49	-78.04
California_888	1580	888	2014-04-03		32.83748	-116.98640	California	11.86	-88.90
California_889	1583	889	2014-04-03		32.76474	-117.02676	California	12.45	-81.93
California_889	1584	889	2014-04-03		32.76474	-117.02676	California	12.15	-87.69
California_898	1587	898	2014-04-04		33.10920	-117.07661	California	12.85	-71.98
California_898	1588	898	2014-04-04		33.10920	-117.07661	California	11.75	-70.95
California_898	1589	898	2014-04-04		33.10920	-117.07661	California	11.71	-81.35
California_901	1591	901	2014-04-04		33.13121	-117.16513	California	11.63	-85.91
California_901	1592	901	2014-04-04		33.13121	-117.16513	California	11.01	-94.18
California_904	1593	904	2014-04-04		33.01508	-117.07751	California	12.25	-83.87	0.04	0.03
California_904	1595	904	2014-04-04		33.01508	-117.07751	California	12.22	-76.46
California_909	1597	909	2014-04-04		33.20115	-117.33287	California	13.01	-75.33
California_909	1598	909	2014-04-04		33.20115	-117.33287	California	12.83	-71.63
California_909	1599	909	2014-04-04		33.20115	-117.33287	California	12.30	-80.47
California_913	1601	913	2014-04-05		33.17263	-117.35839	California	12.39	-84.84
California_914	1602	914	2014-04-05		33.16187	-117.34496	California	12.64	-74.24
California_917	1603	917	2014-04-05		33.19237	-117.25149	California	9.96	-83.42
California_917	1604	917	2014-04-05		33.19237	-117.25149	California	13.07	-83.91
California_917	1605	917	2014-04-05		33.19237	-117.25149	California	11.30	-96.62
California_917	1607	917	2014-04-05		33.19237	-117.25149	California	12.50	-77.83	0.06	0.67
Salt_Lake_Valley_432	1652	432	2014-05-03		40.64722	-111.86722	Salt Lake Valley	6.46	-107.23
Salt_Lake_Valley_432	1653	432	2014-05-03		40.64722	-111.86722	Salt Lake Valley	7.42	-114.21
Salt_Lake_Valley_432	1654	432	2014-05-03		40.64722	-111.86722	Salt Lake Valley	9.12	-88.47
Salt_Lake_Valley_421	1663	421	2014-05-03		40.71095	-112.10653	Salt Lake Valley	9.53	-97.36
Salt_Lake_Valley_421	1664	421	2014-05-03		40.71095	-112.10653	Salt Lake Valley	11.11	-97.11
Salt_Lake_Valley_421	1665	421	2014-05-03		40.71095	-112.10653	Salt Lake Valley	10.20	-86.83
Salt_Lake_Valley_342	1680	342	2014-05-06		40.76483	-111.85257	Salt Lake Valley	12.68	-73.03
Salt_Lake_Valley_342	1681	342	2014-05-06		40.76483	-111.85257	Salt Lake Valley	9.72	-94.32
Salt_Lake_Valley_342	1682	342	2014-05-06		40.76483	-111.85257	Salt Lake Valley	10.95	-92.49
Salt_Lake_Valley_413	1687	413	2014-05-10		40.76428	-111.87164	Salt Lake Valley	10.65	-95.02
Salt_Lake_Valley_413	1688	413	2014-05-10		40.76428	-111.87164	Salt Lake Valley	10.32	-89.52
Salt_Lake_Valley_342	1692	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	9.56	-97.32
Salt_Lake_Valley_342	1693	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	9.94	-95.45
Salt_Lake_Valley_342	1694	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	9.13	-89.60
Salt_Lake_Valley_420	1695	420	2014-02-20		40.71073	-112.10775	Salt Lake Valley	11.16	-121.58
Salt_Lake_Valley_420	1696	420	2014-02-20		40.71073	-112.10775	Salt Lake Valley	10.84	-87.78
Salt_Lake_Valley_382	1697	382	2014-02-20		40.69662	-112.08355	Salt Lake Valley	7.16	-119.75
Salt_Lake_Valley_382	1698	382	2014-02-20		40.69662	-112.08355	Salt Lake Valley	9.09	-104.33
Salt_Lake_Valley_448	1699	448	2014-02-20		40.63475	-111.88777	Salt Lake Valley	6.91	-98.59
Salt_Lake_Valley_448	1700	448	2014-02-20		40.63475	-111.88777	Salt Lake Valley	10.56	-96.05
Salt_Lake_Valley_341	1701	341	2014-02-20		40.65363	-111.90891	Salt Lake Valley	11.80	-101.02
Salt_Lake_Valley_341	1702	341	2014-02-20		40.65363	-111.90891	Salt Lake Valley	10.42	-91.79
Salt_Lake_Valley_342	1703	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	9.39	-94.70
Salt_Lake_Valley_413	1705	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	10.88	-114.53
Salt_Lake_Valley_413	1706	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	6.94	-108.46
Salt_Lake_Valley_996	1795	996	2014-08-28		40.50136	-111.88683	Salt Lake Valley	9.54	-93.04
Salt_Lake_Valley_996	1797	996	2014-08-28		40.50136	-111.88683	Salt Lake Valley	8.98	-90.77
Salt_Lake_Valley_997	1803	997	2014-08-28		40.52764	-111.85692	Salt Lake Valley	9.14	-96.46
Salt_Lake_Valley_997	1804	997	2014-08-28		40.52764	-111.85692	Salt Lake Valley	7.63	-102.04
Salt_Lake_Valley_998	1807	998	2014-08-28		40.57976	-111.83578	Salt Lake Valley	9.15	-85.57
Salt_Lake_Valley_998	1808	998	2014-08-28		40.57976	-111.83578	Salt Lake Valley	7.45	-106.25	0.55	1.24
Salt_Lake_Valley_999	1813	999	2014-08-28		40.56345	-111.93656	Salt Lake Valley	11.99	-101.58
Salt_Lake_Valley_999	1814	999	2014-08-28		40.56345	-111.93656	Salt Lake Valley	8.24	-104.99
Salt_Lake_Valley_1000	1817	1000	2014-08-28		40.52341	-111.93966	Salt Lake Valley	8.61	-101.63
Salt_Lake_Valley_1000	1818	1000	2014-08-28		40.52341	-111.93966	Salt Lake Valley	9.55	-104.87	0.45	0.88
Salt_Lake_Valley_1001	1821	1001	2014-08-28		40.50743	-111.97804	Salt Lake Valley	11.04	-81.01
Salt_Lake_Valley_1001	1822	1001	2014-08-28		40.50743	-111.97804	Salt Lake Valley	8.76	-100.46
Salt_Lake_Valley_1002	1828	1002	2014-08-28		40.56297	-111.97275	Salt Lake Valley	9.17	-104.71
Salt_Lake_Valley_1002	1829	1002	2014-08-28		40.56297	-111.97275	Salt Lake Valley	10.40	-96.32
Salt_Lake_Valley_1003	1833	1003	2014-08-28		40.62025	-111.97829	Salt Lake Valley	9.17	-91.35
Salt_Lake_Valley_1003	1834	1003	2014-08-28		40.62025	-111.97829	Salt Lake Valley	6.02	-92.96
Salt_Lake_Valley_1004	1840	1004	2014-08-28		40.62138	-111.91241	Salt Lake Valley	10.41	-92.58
Salt_Lake_Valley_1004	1841	1004	2014-08-28		40.62138	-111.91241	Salt Lake Valley	11.55	-91.10
Salt_Lake_Valley_1005	1847	1005	2014-08-28		40.62534	-111.85436	Salt Lake Valley	11.28	-79.56	0.11	0.74
Salt_Lake_Valley_1005	1849	1005	2014-08-28		40.62534	-111.85436	Salt Lake Valley	10.17	-96.83	0.08	0.88
Salt_Lake_Valley_1006	1851	1006	2014-08-28		40.68591	-111.79446	Salt Lake Valley	10.59	-101.07
Salt_Lake_Valley_1006	1852	1006	2014-08-28		40.68591	-111.79446	Salt Lake Valley	10.21	-98.61
Salt_Lake_Valley_1007	1860	1007	2014-09-02		40.70558	-112.02431	Salt Lake Valley	7.06	-119.56	0.09	0.05
Salt_Lake_Valley_1007	1862	1007	2014-09-02		40.70558	-112.02431	Salt Lake Valley	6.81	-118.62
Salt_Lake_Valley_1008	1864	1008	2014-09-02		40.69567	-112.08337	Salt Lake Valley	10.84	-96.06
Salt_Lake_Valley_1008	1866	1008	2014-09-02		40.69567	-112.08337	Salt Lake Valley	10.00	-95.95
Salt_Lake_Valley_1009	1868	1009	2014-09-02		40.69541	-111.97673	Salt Lake Valley	8.21	-91.76
Salt_Lake_Valley_1009	1869	1009	2014-09-02		40.69541	-111.97673	Salt Lake Valley	10.02	-86.55
Salt_Lake_Valley_1010	1873	1010	2014-09-02		40.63928	-112.00850	Salt Lake Valley	9.24	-99.41
Salt_Lake_Valley_1010	1874	1010	2014-09-02		40.63928	-112.00850	Salt Lake Valley	10.87	-88.57	0.23	0.97
Salt_Lake_Valley_1011	1878	1011	2014-09-02		40.65210	-111.93811	Salt Lake Valley	9.10	-97.41
Salt_Lake_Valley_1011	1880	1011	2014-09-02		40.65210	-111.93811	Salt Lake Valley	10.02	-104.12
Salt_Lake_Valley_1012	1886	1012	2014-09-02		40.66631	-111.94009	Salt Lake Valley	8.75	-97.10
Salt_Lake_Valley_1012	1887	1012	2014-09-02		40.66631	-111.94009	Salt Lake Valley	9.16	-103.73
Salt_Lake_Valley_1013	1895	1013	2014-09-02		40.64854	-111.86727	Salt Lake Valley	9.72	-108.58
Salt_Lake_Valley_1013	1898	1013	2014-09-02		40.64854	-111.86727	Salt Lake Valley	9.53	-101.67
Salt_Lake_Valley_1014	1902	1014	2014-09-02		40.70023	-111.85450	Salt Lake Valley	11.14	-91.39
Salt_Lake_Valley_1014	1903	1014	2014-09-02		40.70023	-111.85450	Salt Lake Valley	9.40	-96.17	0.38	1.31
Salt_Lake_Valley_1015	1910	1015	2014-09-02		40.78416	-111.93738	Salt Lake Valley	9.89	-101.37
Salt_Lake_Valley_1015	1911	1015	2014-09-02		40.78416	-111.93738	Salt Lake Valley	10.95	-110.02	0.77	1.67
Salt_Lake_Valley_1016	1914	1016	2014-09-03		40.73906	-111.82643	Salt Lake Valley	9.90	-88.22
Salt_Lake_Valley_1016	1916	1016	2014-09-03		40.73906	-111.82643	Salt Lake Valley	11.51	-94.39
Salt_Lake_Valley_1017	1917	1017	2014-09-03		40.72444	-111.87212	Salt Lake Valley	8.95	-98.31	0.34	1.08
Salt_Lake_Valley_1017	1918	1017	2014-09-03		40.72444	-111.87212	Salt Lake Valley	9.54	-98.11
Salt_Lake_Valley_1018	1925	1018	2014-09-03		40.76122	-111.87233	Salt Lake Valley	10.16	-97.67
Salt_Lake_Valley_1018	1926	1018	2014-09-03		40.76122	-111.87233	Salt Lake Valley	9.60	-104.55
Salt_Lake_Valley_1019	1928	1019	2014-09-03		40.77540	-111.87695	Salt Lake Valley	10.03	-102.37
Salt_Lake_Valley_1019	1930	1019	2014-09-03		40.77540	-111.87695	Salt Lake Valley	6.76	-98.35	0.25	0.61
Arizona_611	1933	611	2014-10-06		33.50756	-112.23650	Arizona	13.16	-83.49
Arizona_611	1934	611	2014-10-06		33.50756	-112.23650	Arizona	13.31	-91.39
Arizona_611	1937	611	2014-10-06		33.50756	-112.23650	Arizona	-15.38	-118.58
Arizona_1156	1938	1156	2014-10-06		33.43332	-112.55794	Arizona	10.75	-92.77
Arizona_1156	1939	1156	2014-10-06		33.43332	-112.55794	Arizona	12.27	-85.80
Arizona_602	1944	602	2014-10-06		33.35647	-112.42862	Arizona	12.17	-77.47
Arizona_602	1945	602	2014-10-06		33.35647	-112.42862	Arizona	12.00	-83.96	0.38	0.84
Arizona_1161	1948	1161	2014-10-07		33.60975	-112.18538	Arizona	12.11	-83.03
Arizona_1161	1949	1161	2014-10-07		33.60975	-112.18538	Arizona	12.53	-84.84
Arizona_635	1962	635	2014-10-07		33.64008	-112.13277	Arizona	12.04	-89.48
Arizona_635	1963	635	2014-10-07		33.64008	-112.13277	Arizona	11.40	-91.49
Arizona_661	1969	661	2014-10-08		33.40697	-111.63167	Arizona	12.50	-82.13
Arizona_661	1970	661	2014-10-08		33.40697	-111.63167	Arizona	11.73	-80.83
Arizona_1197	1976	1197	2014-10-08		33.25250	-111.63864	Arizona	13.43	-93.99
Arizona_1197	1977	1197	2014-10-08		33.25250	-111.63864	Arizona	9.33	-86.14
Arizona_1199	1979	1199	2014-10-08		33.16077	-111.56103	Arizona	11.90	-83.78
Arizona_1199	1980	1199	2014-10-08		33.16077	-111.56103	Arizona	11.23	-81.34	0.05	1.64
Arizona_640	1984	640	2014-10-09		33.37880	-112.16898	Arizona	12.51	-79.36
Arizona_640	1985	640	2014-10-09		33.37880	-112.16898	Arizona	12.27	-103.32
California_808	2406	808	2014-11-09		34.00089	-118.39460	California	14.08	-69.97
California_808	2407	808	2014-11-09		34.00089	-118.39460	California	13.65	-68.29
California_798	2411	798	2014-11-10		34.11223	-118.12580	California	10.78	-81.01
California_798	2412	798	2014-11-10		34.11223	-118.12580	California	11.29	-80.18	0.29	1.53
California_1280	2415	1280	2014-11-11		33.97460	-117.56105	California	12.88	-88.77
California_1280	2416	1280	2014-11-11		33.97460	-117.56105	California	11.52	-78.07
California_1287	2425	1287	2014-11-11		33.91328	-117.45915	California	10.81	-84.59
California_1287	2426	1287	2014-11-11		33.91328	-117.45915	California	11.70	-72.76	0.04	0.11
Salt_Lake_Valley_1019	2486	1019	2015-02-17		40.77540	-111.87695	Salt Lake Valley	10.31	-128.27
Salt_Lake_Valley_1019	2487	1019	2015-02-17		40.77540	-111.87695	Salt Lake Valley	6.52	-98.21
Salt_Lake_Valley_1018	2490	1018	2015-02-17		40.76122	-111.87233	Salt Lake Valley	10.42	-96.80
Salt_Lake_Valley_1018	2491	1018	2015-02-17		40.76122	-111.87233	Salt Lake Valley	10.24	-104.20
Salt_Lake_Valley_1017	2497	1017	2015-02-17		40.72444	-111.87212	Salt Lake Valley	8.41	-98.90
Salt_Lake_Valley_1017	2499	1017	2015-02-17		40.72444	-111.87212	Salt Lake Valley	6.56	-109.53
Salt_Lake_Valley_1014	2502	1014	2015-02-17		40.70023	-111.85450	Salt Lake Valley	10.29	-97.44
Salt_Lake_Valley_1014	2503	1014	2015-02-17		40.70023	-111.85450	Salt Lake Valley	8.94	-97.78
Salt_Lake_Valley_1006	2510	1006	2015-02-17		40.68591	-111.79446	Salt Lake Valley	8.74	-91.41
Salt_Lake_Valley_1006	2511	1006	2015-02-17		40.68591	-111.79446	Salt Lake Valley	12.29	-93.96	0.04	0.56
Salt_Lake_Valley_1013	2516	1013	2015-02-17		40.64854	-111.86727	Salt Lake Valley	9.38	-103.25
Salt_Lake_Valley_1013	2518	1013	2015-02-17		40.64854	-111.86727	Salt Lake Valley	9.56	-105.17
Salt_Lake_Valley_1005	2523	1005	2015-02-17		40.62534	-111.85436	Salt Lake Valley	9.39	-92.08
Salt_Lake_Valley_1005	2524	1005	2015-02-17		40.62534	-111.85436	Salt Lake Valley	8.14	-95.27
Salt_Lake_Valley_998	2529	998	2015-02-17		40.57976	-111.83578	Salt Lake Valley	9.81	-90.19
Salt_Lake_Valley_998	2530	998	2015-02-17		40.57976	-111.83578	Salt Lake Valley	9.04	-84.54
Salt_Lake_Valley_997	2537	997	2015-02-17		40.52764	-111.85692	Salt Lake Valley	9.79	-95.39
Salt_Lake_Valley_997	2538	997	2015-02-17		40.52764	-111.85692	Salt Lake Valley	10.01	-93.15
Salt_Lake_Valley_996	2542	996	2015-02-17		40.50136	-111.88683	Salt Lake Valley	9.77	-91.94
Salt_Lake_Valley_996	2544	996	2015-02-17		40.50136	-111.88683	Salt Lake Valley	8.53	-90.85	0.04	1.79
Salt_Lake_Valley_1001	2548	1001	2015-02-17		40.50743	-111.97804	Salt Lake Valley	10.31	-97.51
Salt_Lake_Valley_1001	2550	1001	2015-02-17		40.50743	-111.97804	Salt Lake Valley	9.80	-91.75
Salt_Lake_Valley_1000	2553	1000	2015-02-17		40.52341	-111.93966	Salt Lake Valley	9.48	-111.36
Salt_Lake_Valley_1000	2554	1000	2015-02-17		40.52341	-111.93966	Salt Lake Valley	9.61	-97.97
Salt_Lake_Valley_1002	2560	1002	2015-02-17		40.56297	-111.97275	Salt Lake Valley	10.25	-107.03
Salt_Lake_Valley_1002	2561	1002	2015-02-17		40.56297	-111.97275	Salt Lake Valley	9.16	-93.25
Salt_Lake_Valley_999	2564	999	2015-02-17		40.56345	-111.93656	Salt Lake Valley	10.18	-120.26
Salt_Lake_Valley_999	2567	999	2015-02-17		40.56345	-111.93656	Salt Lake Valley	8.07	-96.35
Salt_Lake_Valley_1016	2571	1016	2015-02-17		40.73906	-111.82643	Salt Lake Valley	6.20	-92.43
Salt_Lake_Valley_1016	2575	1016	2015-02-17		40.73906	-111.82643	Salt Lake Valley	9.33	-96.53	0.28	2.04
Salt_Lake_Valley_1015	2579	1015	2015-02-18		40.78416	-111.93738	Salt Lake Valley	10.74	-93.69
Salt_Lake_Valley_1015	2580	1015	2015-02-18		40.78416	-111.93738	Salt Lake Valley	8.01	-105.85
Salt_Lake_Valley_1012	2588	1012	2015-02-18		40.66631	-111.94009	Salt Lake Valley	10.31	-86.13
Salt_Lake_Valley_1012	2589	1012	2015-02-18		40.66631	-111.94009	Salt Lake Valley	7.19	-95.38
Salt_Lake_Valley_1011	2592	1011	2015-02-18		40.65210	-111.93811	Salt Lake Valley	7.53	-102.97
Salt_Lake_Valley_1011	2593	1011	2015-02-18		40.65210	-111.93811	Salt Lake Valley	9.50	-90.46
Salt_Lake_Valley_1004	2598	1004	2015-02-18		40.62138	-111.91241	Salt Lake Valley	7.61	-98.75
Salt_Lake_Valley_1004	2599	1004	2015-02-18		40.62138	-111.91241	Salt Lake Valley	8.11	-97.38
Salt_Lake_Valley_1003	2605	1003	2015-02-18		40.62025	-111.97829	Salt Lake Valley	8.83	-100.97
Salt_Lake_Valley_1003	2606	1003	2015-02-18		40.62025	-111.97829	Salt Lake Valley	9.03	-96.39	0.03	0.26
Salt_Lake_Valley_1010	2609	1010	2015-02-18		40.63928	-112.00850	Salt Lake Valley	10.59	-85.93
Salt_Lake_Valley_1010	2610	1010	2015-02-18		40.63928	-112.00850	Salt Lake Valley	8.95	-90.00
Salt_Lake_Valley_1009	2615	1009	2015-02-18		40.69541	-111.97673	Salt Lake Valley	7.61	-106.83
Salt_Lake_Valley_1009	2616	1009	2015-02-18		40.69541	-111.97673	Salt Lake Valley	9.13	-90.18
Salt_Lake_Valley_1008	2622	1008	2015-02-18		40.69567	-112.08337	Salt Lake Valley	9.94	-101.83
Salt_Lake_Valley_1008	2623	1008	2015-02-18		40.69567	-112.08337	Salt Lake Valley	9.78	-100.84
Salt_Lake_Valley_1007	2630	1007	2015-02-18		40.70558	-112.02431	Salt Lake Valley	8.47	-93.14
Salt_Lake_Valley_1007	2632	1007	2015-02-18		40.70558	-112.02431	Salt Lake Valley	7.71	-106.10	0.03	0.38
Salt_Lake_Valley_248	6759	248		2013	40.75106	-111.85438	Salt Lake Valley	9.22	-96.09
Salt_Lake_Valley_248	6760	248		2013	40.75106	-111.85438	Salt Lake Valley	9.41	-108.52
Salt_Lake_Valley_248	6761	248		2013	40.75106	-111.85438	Salt Lake Valley	10.81	-96.92
Salt_Lake_Valley_248	6762	248		2013	40.75106	-111.85438	Salt Lake Valley	9.79	-100.22
Salt_Lake_Valley_248	6763	248		2013	40.75106	-111.85438	Salt Lake Valley	10.15	-90.31	0.14	2.45
Salt_Lake_Valley_248	6764	248		2013	40.75106	-111.85438	Salt Lake Valley	9.42	-100.56
Salt_Lake_Valley_248	6765	248		2013	40.75106	-111.85438	Salt Lake Valley	7.01	-96.43
Salt_Lake_Valley_251	6766	251		2013	40.73195	-111.85442	Salt Lake Valley	10.24	-123.32	0.22	14.74
Salt_Lake_Valley_251	6767	251		2013	40.73195	-111.85442	Salt Lake Valley	10.25	-143.28	0.62	34.54
Salt_Lake_Valley_251	6768	251		2013	40.73195	-111.85442	Salt Lake Valley	15.39	-91.06	8.93	6.08
Salt_Lake_Valley_251	6778	251		2013	40.73195	-111.85442	Salt Lake Valley	10.56	-132.00	0.46	38.30
Salt_Lake_Valley_251	6781	251		2013	40.73195	-111.85442	Salt Lake Valley	9.45	-90.47	0.34	1.26
Salt_Lake_Valley_251	6782	251		2013	40.73195	-111.85442	Salt Lake Valley	10.51	-131.00	0.04	11.74
Salt_Lake_Valley_251	6784	251		2013	40.73195	-111.85442	Salt Lake Valley	7.99	-114.27	0.09	1.02
Salt_Lake_Valley_251	6786	251		2013	40.73195	-111.85442	Salt Lake Valley	6.40	-109.98	0.38	17.82
Salt_Lake_Valley_249	6793	249		2013	40.75998	-111.92182	Salt Lake Valley	11.55	-90.94	0.14	2.21
Salt_Lake_Valley_250	6797	250		2013	40.79412	-111.93139	Salt Lake Valley	10.41	-97.96
Salt_Lake_Valley_250	6801	250		2013	40.79412	-111.93139	Salt Lake Valley	9.54	-90.31
Salt_Lake_Valley_249	6804	249		2013	40.75998	-111.92182	Salt Lake Valley	9.62	-98.47	0.69	0.05
Salt_Lake_Valley_250	6807	250		2013	40.79412	-111.93139	Salt Lake Valley	10.18	-92.05	0.02	1.03
Salt_Lake_Valley_250	6808	250		2013	40.79412	-111.93139	Salt Lake Valley	9.42	-106.05	0.16	0.73
Salt_Lake_Valley_249	6809	249		2013	40.75998	-111.92182	Salt Lake Valley	12.83	-98.66
Salt_Lake_Valley_250	6810	250		2013	40.79412	-111.93139	Salt Lake Valley	10.69	-99.39	0.17	0.01
Salt_Lake_Valley_250	6811	250		2013	40.79412	-111.93139	Salt Lake Valley	9.48	-111.88	0.12	1.33
Salt_Lake_Valley_249	6812	249		2013	40.75998	-111.92182	Salt Lake Valley	9.04	-109.15	0.01	1.80
Salt_Lake_Valley_250	6814	250		2013	40.79412	-111.93139	Salt Lake Valley	12.19	-89.26
Salt_Lake_Valley_249	6816	249		2013	40.75998	-111.92182	Salt Lake Valley	9.88	-94.59
One-time_collection_1349	7044	1349	2004-07-05		39.59870	-110.82230	One-time collection	9.62	-103.92
One-time_collection_1349	7045	1349	2004-07-05		39.59870	-110.82230	One-time collection	8.83	-103.54
One-time_collection_1349	7046	1349	2004-07-05		39.59870	-110.82230	One-time collection	7.36	-96.63
One-time_collection_1350	7047	1350	2004-07-05		37.86970	-109.34250	One-time collection	8.70	-91.34
One-time_collection_1350	7048	1350	2004-07-05		37.86970	-109.34250	One-time collection	9.84	-86.61
One-time_collection_1350	7049	1350	2004-07-05		37.86970	-109.34250	One-time collection	11.33	-89.41
One-time_collection_1352	7050	1352	2004-07-06		35.14110	-107.83080	One-time collection	11.92	-84.40
One-time_collection_1352	7051	1352	2004-07-06		35.14110	-107.83080	One-time collection	11.17	-84.86
One-time_collection_1352	7052	1352	2004-07-06		35.14110	-107.83080	One-time collection	11.70	-94.88
One-time_collection_1353	7053	1353	2004-07-06		34.59970	-105.21790	One-time collection	10.43	-87.17
One-time_collection_1353	7054	1353	2004-07-06		34.59970	-105.21790	One-time collection	9.81	-84.13
One-time_collection_1353	7055	1353	2004-07-06		34.59970	-105.21790	One-time collection	8.76	-125.01
One-time_collection_1354	7056	1354	2004-07-06		33.41630	-104.52350	One-time collection	11.00	-80.39
One-time_collection_1354	7057	1354	2004-07-06		33.41630	-104.52350	One-time collection	13.21	-74.26
One-time_collection_1354	7058	1354	2004-07-06		33.41630	-104.52350	One-time collection	13.12	-79.58
One-time_collection_1355	7059	1355	2004-07-06		32.84250	-104.40340	One-time collection	12.28	-79.17
One-time_collection_1355	7060	1355	2004-07-06		32.84250	-104.40340	One-time collection	10.29	-79.21
One-time_collection_1355	7061	1355	2004-07-06		32.84250	-104.40340	One-time collection	10.81	-78.83
One-time_collection_1356	7062	1356	2004-07-06		32.17540	-104.44550	One-time collection	11.55	-73.98
One-time_collection_1357	7063	1357	2004-07-07		31.42630	-103.49430	One-time collection	13.62	-70.55
One-time_collection_1357	7064	1357	2004-07-07		31.42630	-103.49430	One-time collection	13.41	-71.93
One-time_collection_1357	7065	1357	2004-07-07		31.42630	-103.49430	One-time collection	14.39	-69.23
One-time_collection_1358	7066	1358	2004-07-07		31.85520	-103.37470	One-time collection	15.95	-70.04
One-time_collection_1358	7067	1358	2004-07-07		31.85520	-103.37470	One-time collection	13.66	-62.53
One-time_collection_1358	7068	1358	2004-07-07		31.85520	-103.37470	One-time collection	14.45	-64.31
One-time_collection_1359	7069	1359	2004-07-07		32.25000	-101.47860	One-time collection	15.67	-64.00
One-time_collection_1359	7070	1359	2004-07-07		32.25000	-101.47860	One-time collection	15.89	-67.32
One-time_collection_1359	7071	1359	2004-07-07		32.25000	-101.47860	One-time collection	15.61	-61.55
One-time_collection_1360	7072	1360	2004-07-07		31.42530	-100.49540	One-time collection	14.67	-74.11
One-time_collection_1360	7073	1360	2004-07-07		31.42530	-100.49540	One-time collection	15.14	-61.51
One-time_collection_1360	7074	1360	2004-07-07		31.42530	-100.49540	One-time collection	15.89	-66.90
One-time_collection_1361	7075	1361	2004-07-08		30.06670	-99.16470	One-time collection	11.85	-70.94
One-time_collection_1361	7076	1361	2004-07-08		30.06670	-99.16470	One-time collection	14.36	-75.38
One-time_collection_1361	7077	1361	2004-07-08		30.06670	-99.16470	One-time collection	11.56	-73.23
One-time_collection_1363	7078	1363	2004-07-08		29.68180	-97.64940	One-time collection	13.84	-66.48
One-time_collection_1363	7079	1363	2004-07-08		29.68180	-97.64940	One-time collection	12.22	-72.22
One-time_collection_1363	7080	1363	2004-07-08		29.68180	-97.64940	One-time collection	12.42	-79.17
One-time_collection_1364	7081	1364	2004-07-08		29.70600	-96.54680	One-time collection	13.12	-59.61
One-time_collection_1364	7082	1364	2004-07-08		29.70600	-96.54680	One-time collection	15.91	-68.23
One-time_collection_1364	7083	1364	2004-07-08		29.70600	-96.54680	One-time collection	14.37	-65.71
One-time_collection_1365	7084	1365	2004-07-09		30.18780	-93.21830	One-time collection	14.61	-63.44
One-time_collection_1365	7085	1365	2004-07-09		30.18780	-93.21830	One-time collection	14.63	-67.22
One-time_collection_1365	7086	1365	2004-07-09		30.18780	-93.21830	One-time collection	14.08	-64.14
One-time_collection_1366	7087	1366	2004-07-09		31.25990	-92.49280	One-time collection	13.82	-65.31
One-time_collection_1366	7088	1366	2004-07-09		31.25990	-92.49280	One-time collection	13.20	-61.13
One-time_collection_1366	7089	1366	2004-07-09		31.25990	-92.49280	One-time collection	15.17	-65.20
One-time_collection_1367	7090	1367	2004-07-09		32.48730	-92.08090	One-time collection	14.75	-66.02
One-time_collection_1367	7091	1367	2004-07-09		32.48730	-92.08090	One-time collection	14.33	-66.67
One-time_collection_1367	7092	1367	2004-07-09		32.48730	-92.08090	One-time collection	14.53	-77.21
One-time_collection_1368	7093	1368	2004-07-10		34.21390	-91.98060	One-time collection	13.65	-97.46
One-time_collection_1368	7094	1368	2004-07-10		34.21390	-91.98060	One-time collection	13.46	-70.53
One-time_collection_1369	7095	1369	2004-07-10		35.09090	-92.43720	One-time collection	14.46	-70.46
One-time_collection_1369	7096	1369	2004-07-10		35.09090	-92.43720	One-time collection	14.08	-69.10
One-time_collection_1369	7097	1369	2004-07-10		35.09090	-92.43720	One-time collection	13.05	-67.92
One-time_collection_1370	7098	1370	2004-07-10		35.38500	-94.42210	One-time collection	13.20	-71.26
One-time_collection_1370	7099	1370	2004-07-10		35.38500	-94.42210	One-time collection	14.15	-71.05
One-time_collection_1370	7100	1370	2004-07-10		35.38500	-94.42210	One-time collection	13.44	-69.67
One-time_collection_1371	7101	1371	2004-07-10		35.74110	-95.30770	One-time collection	11.21	-84.98
One-time_collection_1371	7102	1371	2004-07-10		35.74110	-95.30770	One-time collection	12.86	-65.61
One-time_collection_1371	7103	1371	2004-07-10		35.74110	-95.30770	One-time collection	15.41	-77.10
One-time_collection_1372	7104	1372	2004-07-10		35.35000	-96.91160	One-time collection	14.45	-52.13
One-time_collection_1372	7105	1372	2004-07-10		35.35000	-96.91160	One-time collection	14.83	-73.74
One-time_collection_1373	7106	1373	2004-07-11		35.45720	-97.61820	One-time collection	12.19	-72.62
One-time_collection_1373	7107	1373	2004-07-11		35.45720	-97.61820	One-time collection	13.73	-71.52
One-time_collection_1373	7108	1373	2004-07-11		35.45720	-97.61820	One-time collection	12.95	-67.63
One-time_collection_1374	7109	1374	2004-07-11		35.22190	-101.83080	One-time collection	10.82	-71.02
One-time_collection_1374	7110	1374	2004-07-11		35.22190	-101.83080	One-time collection	13.81	-73.50
One-time_collection_1374	7111	1374	2004-07-11		35.22190	-101.83080	One-time collection	13.40	-65.73
One-time_collection_1375	7112	1375	2004-07-11		36.06060	-102.34750	One-time collection	11.92	-81.16
One-time_collection_1375	7113	1375	2004-07-11		36.06060	-102.34750	One-time collection	13.86	-70.89
One-time_collection_1375	7114	1375	2004-07-11		36.06060	-102.34750	One-time collection	13.37	-68.44
One-time_collection_1376	7115	1376	2004-07-11		36.88580	-104.43690	One-time collection	12.07	-89.11
One-time_collection_1376	7116	1376	2004-07-11		36.88580	-104.43690	One-time collection	12.00	-76.39
One-time_collection_1376	7117	1376	2004-07-11		36.88580	-104.43690	One-time collection	12.18	-85.24
One-time_collection_1376	7118	1376	2004-07-11		36.88580	-104.43690	One-time collection	11.82	-86.62
One-time_collection_1377	7119	1377	2004-07-12		37.46750	-105.85270	One-time collection	9.92	-91.57
One-time_collection_1377	7120	1377	2004-07-12		37.46750	-105.85270	One-time collection	9.57	-97.55
One-time_collection_1377	7121	1377	2004-07-12		37.46750	-105.85270	One-time collection	10.42	-91.46
One-time_collection_1378	7122	1378	2004-07-12		38.52320	-106.02030	One-time collection	9.99	-98.61
One-time_collection_1378	7123	1378	2004-07-12		38.52320	-106.02030	One-time collection	9.60	-92.17
One-time_collection_1379	7124	1379	2004-07-12		39.24870	-106.29210	One-time collection	10.54	-89.55
One-time_collection_1379	7125	1379	2004-07-12		39.24870	-106.29210	One-time collection	10.42	-100.35
One-time_collection_1379	7126	1379	2004-07-12		39.24870	-106.29210	One-time collection	11.38	-81.83
One-time_collection_1380	7127	1380	2004-07-12		39.53330	-107.78300	One-time collection	8.93	-108.31
One-time_collection_1380	7128	1380	2004-07-12		39.53330	-107.78300	One-time collection	7.73	-94.14
One-time_collection_1380	7129	1380	2004-07-12		39.53330	-107.78300	One-time collection	8.05	-95.86
One-time_collection_1380	7130	1380	2004-07-12		39.53330	-107.78300	One-time collection	10.02	-92.11
One-time_collection_1380	7131	1380	2004-07-12		39.53330	-107.78300	One-time collection	8.56	-95.83
One-time_collection_1381	7132	1381	2004-07-12		40.51270	-107.55340	One-time collection	8.25	-123.79
One-time_collection_1381	7133	1381	2004-07-12		40.51270	-107.55340	One-time collection	9.05	-107.59
One-time_collection_1381	7134	1381	2004-07-12		40.51270	-107.55340	One-time collection	8.52	-100.47
One-time_collection_1382	7135	1382	2004-07-13		40.44960	-109.50240	One-time collection	11.80	-77.84
One-time_collection_1382	7136	1382	2004-07-13		40.44960	-109.50240	One-time collection	11.35	-78.50
One-time_collection_1382	7137	1382	2004-07-13		40.44960	-109.50240	One-time collection	11.55	-77.25
One-time_collection_1383	7138	1383	2004-07-13		40.30250	-109.97200	One-time collection	7.85	-103.53
One-time_collection_1383	7139	1383	2004-07-13		40.30250	-109.97200	One-time collection	9.14	-100.88
One-time_collection_1383	7140	1383	2004-07-13		40.30250	-109.97200	One-time collection	8.84	-106.08
One-time_collection_1384	7141	1384		2004	42.18690	-112.24680	One-time collection	6.24	-112.56
One-time_collection_1384	7142	1384		2004	42.18690	-112.24680	One-time collection	9.32	-93.55
One-time_collection_1384	7143	1384		2004	42.18690	-112.24680	One-time collection	5.96	-110.69
One-time_collection_1386	7144	1386		2004	45.21640	-112.63850	One-time collection	9.43	-113.42
One-time_collection_1386	7145	1386		2004	45.21640	-112.63850	One-time collection	8.07	-111.93
One-time_collection_1388	7146	1388		2004	46.58880	-112.03790	One-time collection	11.00	-85.90
One-time_collection_1388	7147	1388		2004	46.58880	-112.03790	One-time collection	6.28	-108.66
One-time_collection_1388	7148	1388		2004	46.58880	-112.03790	One-time collection	7.77	-123.03
One-time_collection_1389	7149	1389		2004	47.50770	-111.32110	One-time collection	11.12	-96.32
One-time_collection_1389	7150	1389		2004	47.50770	-111.32110	One-time collection	8.92	-108.31
One-time_collection_1389	7151	1389		2004	47.50770	-111.32110	One-time collection	8.60	-102.88
One-time_collection_1390	7152	1390		2004	48.63750	-112.33360	One-time collection	8.79	-104.44
One-time_collection_1390	7153	1390		2004	48.63750	-112.33360	One-time collection	9.00	-104.22
One-time_collection_1390	7154	1390		2004	48.63750	-112.33360	One-time collection	9.61	-106.84
One-time_collection_1390	7155	1390		2004	48.63750	-112.33360	One-time collection	9.38	-101.48
One-time_collection_1392	7156	1392		2004	48.19360	-106.63740	One-time collection	10.65	-96.08
One-time_collection_1392	7157	1392		2004	48.19360	-106.63740	One-time collection	7.71	-107.28
One-time_collection_1392	7158	1392		2004	48.19360	-106.63740	One-time collection	8.29	-98.30
One-time_collection_1393	7159	1393		2004	48.15820	-103.62550	One-time collection	9.59	-99.23
One-time_collection_1393	7160	1393		2004	48.15820	-103.62550	One-time collection	9.47	-95.36
One-time_collection_1393	7161	1393		2004	48.15820	-103.62550	One-time collection	9.61	-92.52
One-time_collection_1395	7162	1395		2004	48.36860	-99.99560	One-time collection	9.01	-101.16
One-time_collection_1395	7163	1395		2004	48.36860	-99.99560	One-time collection	9.97	-101.28
One-time_collection_1395	7164	1395		2004	48.36860	-99.99560	One-time collection	11.99	-88.10
One-time_collection_1396	7165	1396		2004	47.78120	-96.61020	One-time collection	10.25	-89.37
One-time_collection_1396	7166	1396		2004	47.78120	-96.61020	One-time collection	8.93	-101.96
One-time_collection_1396	7167	1396		2004	47.78120	-96.61020	One-time collection	11.05	-99.74
One-time_collection_1397	7168	1397		2004	47.47170	-94.88090	One-time collection	9.62	-83.21
One-time_collection_1397	7169	1397		2004	47.47170	-94.88090	One-time collection	9.70	-88.02
One-time_collection_1397	7170	1397		2004	47.47170	-94.88090	One-time collection	10.16	-93.10
One-time_collection_1398	7171	1398		2004	46.73730	-92.16630	One-time collection	13.99	-70.16
One-time_collection_1398	7172	1398		2004	46.73730	-92.16630	One-time collection	12.21	-82.29
One-time_collection_1398	7173	1398		2004	46.73730	-92.16630	One-time collection	12.22	-80.99
One-time_collection_1400	7174	1400		2004	43.71000	-92.27000	One-time collection	11.85	-94.23
One-time_collection_1400	7175	1400		2004	43.71000	-92.27000	One-time collection	12.26	-79.92
One-time_collection_1400	7176	1400		2004	43.71000	-92.27000	One-time collection	12.88	-93.44
One-time_collection_1422	7177	1422		2004	43.74840	-92.25020	One-time collection	11.38	-82.73
One-time_collection_1422	7178	1422		2004	43.74840	-92.25020	One-time collection	12.37	-84.12
One-time_collection_1422	7179	1422		2004	43.74840	-92.25020	One-time collection	10.61	-82.20
One-time_collection_1401	7180	1401		2004	43.47000	-89.74150	One-time collection	12.14	-87.96
One-time_collection_1401	7181	1401		2004	43.47000	-89.74150	One-time collection	11.96	-76.96
One-time_collection_1402	7182	1402		2004	42.12670	-89.25670	One-time collection	11.83	-71.77
One-time_collection_1402	7183	1402		2004	42.12670	-89.25670	One-time collection	11.60	-79.22
One-time_collection_1402	7184	1402		2004	42.12670	-89.25670	One-time collection	12.84	-73.60
One-time_collection_1403	7185	1403		2004	41.79150	-87.59360	One-time collection	14.01	-81.24
One-time_collection_1403	7186	1403		2004	41.79150	-87.59360	One-time collection	11.55	-89.24
One-time_collection_1403	7187	1403		2004	41.79150	-87.59360	One-time collection	13.75	-77.81
One-time_collection_1404	7188	1404		2004	40.18830	-88.40000	One-time collection	12.63	-80.00
One-time_collection_1404	7189	1404		2004	40.18830	-88.40000	One-time collection	13.50	-70.56
One-time_collection_1404	7190	1404		2004	40.18830	-88.40000	One-time collection	11.63	-80.26
One-time_collection_1405	7191	1405		2004	39.16580	-86.53780	One-time collection	13.44	-75.14
One-time_collection_1405	7192	1405		2004	39.16580	-86.53780	One-time collection	12.41	-79.74
One-time_collection_1405	7193	1405		2004	39.16580	-86.53780	One-time collection	13.07	-81.01
One-time_collection_1406	7194	1406		2004	38.02100	-87.57110	One-time collection	11.75	-71.30
One-time_collection_1406	7195	1406		2004	38.02100	-87.57110	One-time collection	13.03	-75.38
One-time_collection_1406	7196	1406		2004	38.02100	-87.57110	One-time collection	12.66	-75.28
One-time_collection_1407	7197	1407		2004	37.08510	-88.59850	One-time collection	14.11	-70.23
One-time_collection_1407	7198	1407		2004	37.08510	-88.59850	One-time collection	13.42	-73.46
One-time_collection_1407	7199	1407		2004	37.08510	-88.59850	One-time collection	12.73	-72.78
One-time_collection_1408	7200	1408		2004	36.75560	-90.41080	One-time collection	13.08	-81.01
One-time_collection_1408	7201	1408		2004	36.75560	-90.41080	One-time collection	14.26	-72.10
One-time_collection_1408	7202	1408		2004	36.75560	-90.41080	One-time collection	13.84	-77.37
One-time_collection_1409	7203	1409		2004	37.92890	-91.77800	One-time collection	13.83	-71.98
One-time_collection_1409	7204	1409		2004	37.92890	-91.77800	One-time collection	13.20	-68.96
One-time_collection_1409	7205	1409		2004	37.92890	-91.77800	One-time collection	11.34	-76.46
One-time_collection_1410	7206	1410		2004	37.02370	-93.20600	One-time collection	13.65	-65.79
One-time_collection_1410	7207	1410		2004	37.02370	-93.20600	One-time collection	13.42	-71.88
One-time_collection_1410	7208	1410		2004	37.02370	-93.20600	One-time collection	13.08	-75.86
One-time_collection_1411	7209	1411		2004	39.75540	-94.83650	One-time collection	11.06	-78.82
One-time_collection_1411	7210	1411		2004	39.75540	-94.83650	One-time collection	12.23	-73.99
One-time_collection_1411	7211	1411		2004	39.75540	-94.83650	One-time collection	14.19	-76.69
One-time_collection_1411	7212	1411		2004	39.75540	-94.83650	One-time collection	11.48	-84.16
One-time_collection_1412	7213	1412		2004	40.73560	-96.59990	One-time collection	11.52	-86.74
One-time_collection_1412	7214	1412		2004	40.73560	-96.59990	One-time collection	10.02	-77.00
One-time_collection_1412	7215	1412		2004	40.73560	-96.59990	One-time collection	12.96	-74.89
One-time_collection_1412	7216	1412		2004	40.73560	-96.59990	One-time collection	11.27	-78.65
One-time_collection_1412	7217	1412		2004	40.73560	-96.59990	One-time collection	12.65	-71.94
One-time_collection_1413	7218	1413		2004	40.93020	-98.04710	One-time collection	13.83	-88.31
One-time_collection_1413	7219	1413		2004	40.93020	-98.04710	One-time collection	12.17	-101.43
One-time_collection_1413	7220	1413		2004	40.93020	-98.04710	One-time collection	11.70	-82.36
One-time_collection_1413	7221	1413		2004	40.93020	-98.04710	One-time collection	11.48	-84.75
One-time_collection_1413	7222	1413		2004	40.93020	-98.04710	One-time collection	13.71	-92.91
One-time_collection_1415	7223	1415		2004	42.87250	-100.54930	One-time collection	9.57	-102.15
One-time_collection_1415	7224	1415		2004	42.87250	-100.54930	One-time collection	10.76	-86.63
One-time_collection_1415	7225	1415		2004	42.87250	-100.54930	One-time collection	10.12	-84.67
One-time_collection_1415	7226	1415		2004	42.87250	-100.54930	One-time collection	11.35	-87.52
One-time_collection_1415	7227	1415		2004	42.87250	-100.54930	One-time collection	8.67	-82.41
One-time_collection_1416	7228	1416		2004	42.76220	-104.45170	One-time collection	11.94	-81.38
One-time_collection_1416	7229	1416		2004	42.76220	-104.45170	One-time collection	8.73	-101.18
One-time_collection_1416	7230	1416		2004	42.76220	-104.45170	One-time collection	7.95	-97.83
One-time_collection_1416	7231	1416		2004	42.76220	-104.45170	One-time collection	8.84	-100.84
One-time_collection_1417	7232	1417		2004	42.75960	-105.38540	One-time collection	8.03	-96.63
One-time_collection_1417	7233	1417		2004	42.75960	-105.38540	One-time collection	11.30	-96.29
One-time_collection_1417	7234	1417		2004	42.75960	-105.38540	One-time collection	9.51	-92.86
One-time_collection_1417	7235	1417		2004	42.75960	-105.38540	One-time collection	13.03	-81.90
One-time_collection_1417	7236	1417		2004	42.75960	-105.38540	One-time collection	9.78	-90.45
One-time_collection_1418	7237	1418		2004	42.84920	-106.30230	One-time collection	8.69	-99.20
One-time_collection_1418	7238	1418		2004	42.84920	-106.30230	One-time collection	9.66	-101.44
One-time_collection_1418	7239	1418		2004	42.84920	-106.30230	One-time collection	8.29	-94.05
One-time_collection_1418	7240	1418		2004	42.84920	-106.30230	One-time collection	9.46	-100.42
One-time_collection_1419	7241	1419		2004	42.83310	-108.73000	One-time collection	9.13	-96.45
One-time_collection_1419	7242	1419		2004	42.83310	-108.73000	One-time collection	7.18	-93.67
One-time_collection_1419	7243	1419		2004	42.83310	-108.73000	One-time collection	7.77	-90.40
One-time_collection_1419	7244	1419		2004	42.83310	-108.73000	One-time collection	10.62	-110.42
One-time_collection_1419	7245	1419		2004	42.83310	-108.73000	One-time collection	7.12	-102.52
One-time_collection_1420	7246	1420		2004	41.59070	-109.21930	One-time collection	8.80	-105.01
One-time_collection_1420	7247	1420		2004	41.59070	-109.21930	One-time collection	10.26	-94.87
One-time_collection_1420	7248	1420		2004	41.59070	-109.21930	One-time collection	7.92	-86.66
One-time_collection_1420	7249	1420		2004	41.59070	-109.21930	One-time collection	9.06	-93.44
One-time_collection_1420	7250	1420		2004	41.59070	-109.21930	One-time collection	6.81	-99.61
One-time_collection_1421	7251	1421		2004	41.26820	-110.96670	One-time collection	11.22	-91.40
One-time_collection_1421	7252	1421		2004	41.26820	-110.96670	One-time collection	11.74	-89.58
One-time_collection_1421	7253	1421		2004	41.26820	-110.96670	One-time collection	8.75	-102.24