Citation:

PANGAEA.934773

Name: Strontium isotope ratios (87Sr/86Sr) 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: 38.058835 * Median Longitude: -111.034179 * 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: 2014-10-09T00:00:00

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		Region
9	Strontium-87/Strontium-86 ratio	87Sr/86Sr		Tipple, Brett James	MC-ICP-MS
10	Strontium-87/Strontium-86 ratio, standard deviation	87Sr/86Sr std dev	±	Tipple, Brett James	MC-ICP-MS

License:

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

Status:

Curation Level: Enhanced curation (CurationLevelC)

Size:

1655 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 87Sr/86Sr	10 87Sr/86Sr std dev [±]
Salt_Lake_Valley_249	228	249		2013	40.75998	-111.92182	Salt Lake Valley	0.70995
Salt_Lake_Valley_249	229	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71234
Salt_Lake_Valley_250	230	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71165
Salt_Lake_Valley_250	231	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71145
Salt_Lake_Valley_249	232	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71320
Salt_Lake_Valley_249	233	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71278
Salt_Lake_Valley_249	235	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71315
Salt_Lake_Valley_250	236	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71490
Salt_Lake_Valley_250	237	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71103
Salt_Lake_Valley_250	238	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71110
Salt_Lake_Valley_250	239	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71317
Salt_Lake_Valley_248	254	248		2013	40.75106	-111.85438	Salt Lake Valley	0.70940
Salt_Lake_Valley_251	257	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71062
Salt_Lake_Valley_251	258	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71012
Salt_Lake_Valley_251	259	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71024
Salt_Lake_Valley_251	260	251		2013	40.73195	-111.85442	Salt Lake Valley	0.70988
Salt_Lake_Valley_251	261	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71038
Salt_Lake_Valley_251	262	251		2013	40.73195	-111.85442	Salt Lake Valley	0.70939
Salt_Lake_Valley_250	263	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71008
Salt_Lake_Valley_250	264	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71117
Salt_Lake_Valley_251	265	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71013
California_198	328	198	2013-12-13		37.77373	-122.44788	California	0.70734
California_198	329	198	2013-12-13		37.77373	-122.44788	California	0.70778
California_200	330	200	2013-12-13		37.78772	-122.45088	California	0.70715
California_201	331	201	2013-12-13		37.78706	-122.45354	California	0.70757
California_202	332	202	2013-12-13		37.85841	-122.48499	California	0.70743
California_202	333	202	2013-12-13		37.85841	-122.48499	California	0.70758
California_202	334	202	2013-12-13		37.85841	-122.48499	California	0.70822
California_205	335	205	2013-12-13		37.85845	-122.48486	California	0.70681
California_205	336	205	2013-12-13		37.85845	-122.48486	California	0.70671
California_205	337	205	2013-12-13		37.85845	-122.48486	California	0.70747
California_208	338	208	2013-12-13		37.85932	-122.48669	California	0.70738
California_208	339	208	2013-12-13		37.85932	-122.48669	California	0.70703
Salt_Lake_Valley_432	492	432	2014-02-20		40.64722	-111.86722	Salt Lake Valley	0.70945
Salt_Lake_Valley_432	493	432	2014-02-20		40.64722	-111.86722	Salt Lake Valley	0.71144
Salt_Lake_Valley_432	494	432	2014-02-20		40.64722	-111.86722	Salt Lake Valley	0.71312
Salt_Lake_Valley_421	495	421	2014-02-20		40.71095	-112.10653	Salt Lake Valley	0.71177
Salt_Lake_Valley_421	496	421	2014-02-20		40.71095	-112.10653	Salt Lake Valley	0.71048
Salt_Lake_Valley_421	497	421	2014-02-20		40.71095	-112.10653	Salt Lake Valley	0.71064
Salt_Lake_Valley_413	498	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	0.70944
Salt_Lake_Valley_413	500	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	0.71036
Salt_Lake_Valley_413	501	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	0.71021
Salt_Lake_Valley_413	502	413	2014-02-20		40.76428	-111.87164	Salt Lake Valley	0.70982
Arizona_577	704	577	2014-03-30		33.61157	-112.22145	Arizona	0.71039
Arizona_577	705	577	2014-03-30		33.61157	-112.22145	Arizona	0.71025
Arizona_579	706	579	2014-03-30		33.63929	-112.25110	Arizona	0.71027
Arizona_579	708	579	2014-03-30		33.63929	-112.25110	Arizona	0.70992
Arizona_570	711	570	2014-03-30		33.65210	-112.25568	Arizona	0.71020
Arizona_585	712	585	2014-03-30		33.60824	-112.34111	Arizona	0.70877
Arizona_585	713	585	2014-03-30		33.60824	-112.34111	Arizona	0.70887
Arizona_625	716	625	2014-03-31		33.60970	-112.14802	Arizona	0.71048
Arizona_625	717	625	2014-03-31		33.60970	-112.14802	Arizona	0.71058
Arizona_630	718	630	2014-03-31		33.58452	-111.92530	Arizona	0.71021
Arizona_630	719	630	2014-03-31		33.58452	-111.92530	Arizona	0.71045
Arizona_635	723	635	2014-03-31		33.64008	-112.13277	Arizona	0.71050
Arizona_635	725	635	2014-03-31		33.64008	-112.13277	Arizona	0.70978
Arizona_677	727	677	2014-04-01		33.41608	-111.72409	Arizona	0.71049
Arizona_677	729	677	2014-04-01		33.41608	-111.72409	Arizona	0.71051
Arizona_678	730	678	2014-04-01		33.41603	-111.73479	Arizona	0.71150
Arizona_678	731	678	2014-04-01		33.41603	-111.73479	Arizona	0.71062
California_756	1354	756	2014-03-28		37.23522	-121.87415	California	0.70741
California_756	1355	756	2014-03-28		37.23522	-121.87415	California	0.70712
California_772	1366	772	2014-03-29		37.58796	-122.02351	California	0.70698
California_772	1367	772	2014-03-29		37.58796	-122.02351	California	0.70724
California_779	1372	779	2014-03-29		37.43358	-121.90145	California	0.70704
California_779	1373	779	2014-03-29		37.43358	-121.90145	California	0.70737
California_781	1381	781	2014-03-29		37.34821	-121.94762	California	0.70744
California_781	1382	781	2014-03-29		37.34821	-121.94762	California	0.70800
California_202	1384	202	2014-03-25		37.85841	-122.48499	California	0.70735
California_202	1385	202	2014-03-25		37.85841	-122.48499	California	0.70770
California_202	1386	202	2014-03-25		37.85841	-122.48499	California	0.70805
California_205	1387	205	2014-03-25		37.85845	-122.48486	California	0.70883
California_205	1388	205	2014-03-25		37.85845	-122.48486	California	0.70710
California_470	1390	470	2014-03-25		37.89727	-122.53524	California	0.70707
California_470	1391	470	2014-03-25		37.89727	-122.53524	California	0.70764
California_470	1392	470	2014-03-25		37.89727	-122.53524	California	0.70745
California_561	1396	561	2014-03-25		37.90662	-122.54613	California	0.70751
California_561	1397	561	2014-03-25		37.90662	-122.54613	California	0.70770
California_561	1398	561	2014-03-25		37.90662	-122.54613	California	0.70775
California_473	1399	473	2014-03-25		37.90165	-122.52647	California	0.70692
California_473	1400	473	2014-03-25		37.90165	-122.52647	California	0.70681
California_473	1401	473	2014-03-25		37.90165	-122.52647	California	0.70764
California_480	1402	480	2014-03-25		37.93560	-122.52542	California	0.70671
California_480	1403	480	2014-03-25		37.93560	-122.52542	California	0.70712
California_480	1404	480	2014-03-25		37.93560	-122.52542	California	0.70713
California_562	1405	562	2014-03-25		37.93556	-122.53542	California	0.70676
California_562	1406	562	2014-03-25		37.93556	-122.53542	California	0.70710
California_485	1407	485	2014-03-25		37.97937	-122.53262	California	0.70691
California_485	1408	485	2014-03-25		37.97937	-122.53262	California	0.70668
California_485	1409	485	2014-03-25		37.97937	-122.53262	California	0.70821
California_487	1411	487	2014-03-25		37.96961	-122.51617	California	0.70713
California_487	1412	487	2014-03-25		37.96961	-122.51617	California	0.70720
California_487	1413	487	2014-03-25		37.96961	-122.51617	California	0.70660
California_491	1414	491	2014-03-25		37.79765	-122.44701	California	0.70791
California_491	1416	491	2014-03-25		37.79765	-122.44701	California	0.70781
California_491	1417	491	2014-03-25		37.79765	-122.44701	California	0.70750
California_495	1418	495	2014-03-26		37.58630	-122.36441	California	0.70778
California_495	1419	495	2014-03-26		37.58630	-122.36441	California	0.70729
California_495	1420	495	2014-03-26		37.58630	-122.36441	California	0.70742
California_563	1431	563	2014-03-26		37.79052	-122.41719	California	0.70764
California_563	1433	563	2014-03-26		37.79052	-122.41719	California	0.70923
California_563	1434	563	2014-03-26		37.79052	-122.41719	California	0.70701
California_731	1435	731	2014-03-27		37.80894	-122.25271	California	0.70754
California_731	1436	731	2014-03-27		37.80894	-122.25271	California	0.70882	0.00004
California_733	1441	733	2014-03-27		37.83451	-122.25012	California	0.70716	0.00037
California_733	1442	733	2014-03-27		37.83451	-122.25012	California	0.70854
California_738	1447	738	2014-03-27		37.88198	-122.28154	California	0.70696
California_738	1448	738	2014-03-27		37.88198	-122.28154	California	0.70686
California_542	1460	542	2014-03-28		37.55722	-122.27417	California	0.70760
California_542	1462	542	2014-03-28		37.55722	-122.27417	California	0.70803
California_542	1463	542	2014-03-28		37.55722	-122.27417	California	0.70724
California_785	1466	785	2014-03-29		37.65211	-122.10870	California	0.70684
California_785	1467	785	2014-03-29		37.65211	-122.10870	California	0.70708
California_564	1517	564	2014-03-28		37.45203	-122.18362	California	0.70762
California_564	1518	564	2014-03-28		37.45203	-122.18362	California	0.70732
California_549	1522	549	2014-03-28		37.39944	-122.10000	California	0.70722	0.00000
California_549	1523	549	2014-03-28		37.39944	-122.10000	California	0.70735
California_872	1561	872	2014-04-02		33.68643	-117.36766	California	0.70932
California_872	1562	872	2014-04-02		33.68643	-117.36766	California	0.70836
California_879	1564	879	2014-04-03		32.62724	-117.08783	California	0.71038
California_879	1566	879	2014-04-03		32.62724	-117.08783	California	0.71034
California_882	1568	882	2014-04-03		32.67643	-117.08973	California	0.71031
California_883	1569	883	2014-04-03		32.70844	-117.16168	California	0.71015
California_884	1570	884	2014-04-03		32.71912	-117.16081	California	0.71035
California_884	1571	884	2014-04-03		32.71912	-117.16081	California	0.71034
California_885	1572	885	2014-04-03		32.73115	-117.16226	California	0.70989
California_885	1573	885	2014-04-03		32.73115	-117.16226	California	0.71008
California_887	1574	887	2014-04-03		32.79512	-116.96314	California	0.71036
California_887	1577	887	2014-04-03		32.79512	-116.96314	California	0.71030
California_888	1579	888	2014-04-03		32.83748	-116.98640	California	0.70968
California_888	1580	888	2014-04-03		32.83748	-116.98640	California	0.70954
California_889	1583	889	2014-04-03		32.76474	-117.02676	California	0.71033
California_889	1584	889	2014-04-03		32.76474	-117.02676	California	0.71037
California_898	1587	898	2014-04-04		33.10920	-117.07661	California	0.70990
California_898	1588	898	2014-04-04		33.10920	-117.07661	California	0.71036
California_898	1589	898	2014-04-04		33.10920	-117.07661	California	0.71029
California_901	1591	901	2014-04-04		33.13121	-117.16513	California	0.71020
California_901	1592	901	2014-04-04		33.13121	-117.16513	California	0.71030	0.00000
California_904	1593	904	2014-04-04		33.01508	-117.07751	California	0.71037
California_904	1595	904	2014-04-04		33.01508	-117.07751	California	0.71027
California_909	1597	909	2014-04-04		33.20115	-117.33287	California	0.71020
California_909	1598	909	2014-04-04		33.20115	-117.33287	California	0.71002
California_909	1599	909	2014-04-04		33.20115	-117.33287	California	0.70986
California_913	1601	913	2014-04-05		33.17263	-117.35839	California	0.71035
California_914	1602	914	2014-04-05		33.16187	-117.34496	California	0.71023
California_917	1603	917	2014-04-05		33.19237	-117.25149	California	0.71039
California_917	1604	917	2014-04-05		33.19237	-117.25149	California	0.71039
California_917	1605	917	2014-04-05		33.19237	-117.25149	California	0.71025
California_917	1607	917	2014-04-05		33.19237	-117.25149	California	0.71029
Salt_Lake_Valley_432	1652	432	2014-05-03		40.64722	-111.86722	Salt Lake Valley	0.71192
Salt_Lake_Valley_432	1653	432	2014-05-03		40.64722	-111.86722	Salt Lake Valley	0.71087
Salt_Lake_Valley_432	1654	432	2014-05-03		40.64722	-111.86722	Salt Lake Valley	0.71108
Salt_Lake_Valley_421	1663	421	2014-05-03		40.71095	-112.10653	Salt Lake Valley	0.71103
Salt_Lake_Valley_421	1664	421	2014-05-03		40.71095	-112.10653	Salt Lake Valley	0.71177
Salt_Lake_Valley_421	1665	421	2014-05-03		40.71095	-112.10653	Salt Lake Valley	0.71200
Salt_Lake_Valley_342	1680	342	2014-05-06		40.76483	-111.85257	Salt Lake Valley	0.70984
Salt_Lake_Valley_342	1681	342	2014-05-06		40.76483	-111.85257	Salt Lake Valley	0.71241
Salt_Lake_Valley_342	1682	342	2014-05-06		40.76483	-111.85257	Salt Lake Valley	0.71029
Salt_Lake_Valley_413	1687	413	2014-05-10		40.76428	-111.87164	Salt Lake Valley	0.70941
Salt_Lake_Valley_413	1688	413	2014-05-10		40.76428	-111.87164	Salt Lake Valley	0.70994
Salt_Lake_Valley_342	1692	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	0.70973
Salt_Lake_Valley_342	1693	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	0.70982
Salt_Lake_Valley_342	1694	342	2014-02-20		40.76483	-111.85257	Salt Lake Valley	0.70948
Salt_Lake_Valley_996	1795	996	2014-08-28		40.50136	-111.88683	Salt Lake Valley	0.71034
Salt_Lake_Valley_996	1797	996	2014-08-28		40.50136	-111.88683	Salt Lake Valley	0.70978
Salt_Lake_Valley_997	1803	997	2014-08-28		40.52764	-111.85692	Salt Lake Valley	0.71040
Salt_Lake_Valley_997	1804	997	2014-08-28		40.52764	-111.85692	Salt Lake Valley	0.71016
Salt_Lake_Valley_998	1807	998	2014-08-28		40.57976	-111.83578	Salt Lake Valley	0.70946
Salt_Lake_Valley_998	1808	998	2014-08-28		40.57976	-111.83578	Salt Lake Valley	0.71120
Salt_Lake_Valley_999	1813	999	2014-08-28		40.56345	-111.93656	Salt Lake Valley	0.71029
Salt_Lake_Valley_999	1814	999	2014-08-28		40.56345	-111.93656	Salt Lake Valley	0.71042
Salt_Lake_Valley_1000	1817	1000	2014-08-28		40.52341	-111.93966	Salt Lake Valley	0.71056
Salt_Lake_Valley_1000	1818	1000	2014-08-28		40.52341	-111.93966	Salt Lake Valley	0.71046
Salt_Lake_Valley_1001	1821	1001	2014-08-28		40.50743	-111.97804	Salt Lake Valley	0.70944
Salt_Lake_Valley_1001	1822	1001	2014-08-28		40.50743	-111.97804	Salt Lake Valley	0.71014
Salt_Lake_Valley_1002	1828	1002	2014-08-28		40.56297	-111.97275	Salt Lake Valley	0.71044
Salt_Lake_Valley_1002	1829	1002	2014-08-28		40.56297	-111.97275	Salt Lake Valley	0.71018
Salt_Lake_Valley_1003	1833	1003	2014-08-28		40.62025	-111.97829	Salt Lake Valley	0.71113
Salt_Lake_Valley_1003	1834	1003	2014-08-28		40.62025	-111.97829	Salt Lake Valley	0.71043
Salt_Lake_Valley_1004	1840	1004	2014-08-28		40.62138	-111.91241	Salt Lake Valley	0.71122
Salt_Lake_Valley_1004	1841	1004	2014-08-28		40.62138	-111.91241	Salt Lake Valley	0.71059
Salt_Lake_Valley_1005	1847	1005	2014-08-28		40.62534	-111.85436	Salt Lake Valley	0.71077
Salt_Lake_Valley_1005	1849	1005	2014-08-28		40.62534	-111.85436	Salt Lake Valley	0.70953
Salt_Lake_Valley_1006	1851	1006	2014-08-28		40.68591	-111.79446	Salt Lake Valley	0.70951
Salt_Lake_Valley_1006	1852	1006	2014-08-28		40.68591	-111.79446	Salt Lake Valley	0.71068
Salt_Lake_Valley_1007	1860	1007	2014-09-02		40.70558	-112.02431	Salt Lake Valley	0.71031
Salt_Lake_Valley_1007	1862	1007	2014-09-02		40.70558	-112.02431	Salt Lake Valley	0.71038
Salt_Lake_Valley_1008	1864	1008	2014-09-02		40.69567	-112.08337	Salt Lake Valley	0.71088	0.00005
Salt_Lake_Valley_1008	1866	1008	2014-09-02		40.69567	-112.08337	Salt Lake Valley	0.71163
Salt_Lake_Valley_1009	1868	1009	2014-09-02		40.69541	-111.97673	Salt Lake Valley	0.71080
Salt_Lake_Valley_1009	1869	1009	2014-09-02		40.69541	-111.97673	Salt Lake Valley	0.71077
Salt_Lake_Valley_1010	1873	1010	2014-09-02		40.63928	-112.00850	Salt Lake Valley	0.71155
Salt_Lake_Valley_1010	1874	1010	2014-09-02		40.63928	-112.00850	Salt Lake Valley	0.71093
Salt_Lake_Valley_1011	1878	1011	2014-09-02		40.65210	-111.93811	Salt Lake Valley	0.71234
Salt_Lake_Valley_1011	1880	1011	2014-09-02		40.65210	-111.93811	Salt Lake Valley	0.71074
Salt_Lake_Valley_1012	1886	1012	2014-09-02		40.66631	-111.94009	Salt Lake Valley	0.71052
Salt_Lake_Valley_1012	1887	1012	2014-09-02		40.66631	-111.94009	Salt Lake Valley	0.71130
Salt_Lake_Valley_1013	1895	1013	2014-09-02		40.64854	-111.86727	Salt Lake Valley	0.71074
Salt_Lake_Valley_1013	1898	1013	2014-09-02		40.64854	-111.86727	Salt Lake Valley	0.71099
Salt_Lake_Valley_1014	1902	1014	2014-09-02		40.70023	-111.85450	Salt Lake Valley	0.70986
Salt_Lake_Valley_1014	1903	1014	2014-09-02		40.70023	-111.85450	Salt Lake Valley	0.71052
Salt_Lake_Valley_1015	1910	1015	2014-09-02		40.78416	-111.93738	Salt Lake Valley	0.70957
Salt_Lake_Valley_1015	1911	1015	2014-09-02		40.78416	-111.93738	Salt Lake Valley	0.71062
Salt_Lake_Valley_1016	1914	1016	2014-09-03		40.73906	-111.82643	Salt Lake Valley	0.70952
Salt_Lake_Valley_1016	1916	1016	2014-09-03		40.73906	-111.82643	Salt Lake Valley	0.71051
Salt_Lake_Valley_1017	1917	1017	2014-09-03		40.72444	-111.87212	Salt Lake Valley	0.71223
Salt_Lake_Valley_1017	1918	1017	2014-09-03		40.72444	-111.87212	Salt Lake Valley	0.71399
Salt_Lake_Valley_1018	1925	1018	2014-09-03		40.76122	-111.87233	Salt Lake Valley	0.71010
Salt_Lake_Valley_1018	1926	1018	2014-09-03		40.76122	-111.87233	Salt Lake Valley	0.71300
Salt_Lake_Valley_1019	1928	1019	2014-09-03		40.77540	-111.87695	Salt Lake Valley	0.70965
Salt_Lake_Valley_1019	1930	1019	2014-09-03		40.77540	-111.87695	Salt Lake Valley	0.70956
Arizona_611	1933	611	2014-10-06		33.50756	-112.23650	Arizona	0.71109
Arizona_611	1934	611	2014-10-06		33.50756	-112.23650	Arizona	0.71216
Arizona_1156	1938	1156	2014-10-06		33.43332	-112.55794	Arizona	0.70849
Arizona_1156	1939	1156	2014-10-06		33.43332	-112.55794	Arizona	0.70852
Arizona_602	1944	602	2014-10-06		33.35647	-112.42862	Arizona	0.71180
Arizona_602	1945	602	2014-10-06		33.35647	-112.42862	Arizona	0.70989
Arizona_1161	1948	1161	2014-10-07		33.60975	-112.18538	Arizona	0.71026
Arizona_1161	1949	1161	2014-10-07		33.60975	-112.18538	Arizona	0.71188
Arizona_635	1962	635	2014-10-07		33.64008	-112.13277	Arizona	0.71265
Arizona_635	1963	635	2014-10-07		33.64008	-112.13277	Arizona	0.71038
Arizona_661	1969	661	2014-10-08		33.40697	-111.63167	Arizona	0.71163
Arizona_661	1970	661	2014-10-08		33.40697	-111.63167	Arizona	0.71334
Arizona_1197	1976	1197	2014-10-08		33.25250	-111.63864	Arizona	0.71057
Arizona_1197	1977	1197	2014-10-08		33.25250	-111.63864	Arizona	0.71217
Arizona_1199	1979	1199	2014-10-08		33.16077	-111.56103	Arizona	0.71160
Arizona_1199	1980	1199	2014-10-08		33.16077	-111.56103	Arizona	0.71217
Arizona_640	1984	640	2014-10-09		33.37880	-112.16898	Arizona	0.71306
Arizona_640	1985	640	2014-10-09		33.37880	-112.16898	Arizona	0.71306
Salt_Lake_Valley_248	6763	248		2013	40.75106	-111.85438	Salt Lake Valley	0.70960
Salt_Lake_Valley_251	6766	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71030
Salt_Lake_Valley_251	6767	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71037
Salt_Lake_Valley_251	6768	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71034
Salt_Lake_Valley_251	6770	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71217
Salt_Lake_Valley_251	6771	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71008
Salt_Lake_Valley_251	6772	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71025
Salt_Lake_Valley_251	6773	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71076
Salt_Lake_Valley_251	6776	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71011
Salt_Lake_Valley_251	6777	251		2013	40.73195	-111.85442	Salt Lake Valley	0.70911
Salt_Lake_Valley_251	6778	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71123
Salt_Lake_Valley_251	6779	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71060
Salt_Lake_Valley_251	6780	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71032
Salt_Lake_Valley_251	6781	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71278
Salt_Lake_Valley_251	6782	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71038
Salt_Lake_Valley_251	6783	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71005
Salt_Lake_Valley_251	6784	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71019
Salt_Lake_Valley_251	6785	251		2013	40.73195	-111.85442	Salt Lake Valley	0.70993
Salt_Lake_Valley_251	6786	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71006
Salt_Lake_Valley_251	6787	251		2013	40.73195	-111.85442	Salt Lake Valley	0.71045
Salt_Lake_Valley_249	6788	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71211
Salt_Lake_Valley_250	6789	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71477
Salt_Lake_Valley_250	6790	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71056
Salt_Lake_Valley_250	6791	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71045
Salt_Lake_Valley_250	6792	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71044
Salt_Lake_Valley_249	6794	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71476
Salt_Lake_Valley_249	6796	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71577
Salt_Lake_Valley_250	6797	250		2013	40.79412	-111.93139	Salt Lake Valley	0.70968
Salt_Lake_Valley_249	6798	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71585
Salt_Lake_Valley_249	6799	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71056
Salt_Lake_Valley_249	6800	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71259
Salt_Lake_Valley_250	6801	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71072
Salt_Lake_Valley_249	6803	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71426
Salt_Lake_Valley_249	6804	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71516
Salt_Lake_Valley_249	6805	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71344
Salt_Lake_Valley_249	6806	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71428
Salt_Lake_Valley_250	6807	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71055
Salt_Lake_Valley_250	6808	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71055
Salt_Lake_Valley_249	6809	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71390
Salt_Lake_Valley_250	6810	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71027
Salt_Lake_Valley_250	6811	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71090
Salt_Lake_Valley_249	6812	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71419
Salt_Lake_Valley_249	6813	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71064
Salt_Lake_Valley_250	6814	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71105
Salt_Lake_Valley_250	6815	250		2013	40.79412	-111.93139	Salt Lake Valley	0.71046
Salt_Lake_Valley_249	6816	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71252
Salt_Lake_Valley_249	6817	249		2013	40.75998	-111.92182	Salt Lake Valley	0.71030
One-time_collection_1349	7044	1349	2004-07-05		39.59870	-110.82230	One-time collection	0.71083
One-time_collection_1349	7045	1349	2004-07-05		39.59870	-110.82230	One-time collection	0.70931
One-time_collection_1350	7047	1350	2004-07-05		37.86970	-109.34250	One-time collection	0.70943
One-time_collection_1350	7048	1350	2004-07-05		37.86970	-109.34250	One-time collection	0.70821
One-time_collection_1352	7050	1352	2004-07-06		35.14110	-107.83080	One-time collection	0.71214
One-time_collection_1352	7051	1352	2004-07-06		35.14110	-107.83080	One-time collection	0.70862
One-time_collection_1354	7056	1354	2004-07-06		33.41630	-104.52350	One-time collection	0.71224
One-time_collection_1354	7057	1354	2004-07-06		33.41630	-104.52350	One-time collection	0.70807
One-time_collection_1354	7058	1354	2004-07-06		33.41630	-104.52350	One-time collection	0.70821
One-time_collection_1355	7060	1355	2004-07-06		32.84250	-104.40340	One-time collection	0.70788
One-time_collection_1355	7061	1355	2004-07-06		32.84250	-104.40340	One-time collection	0.70760
One-time_collection_1357	7063	1357	2004-07-07		31.42630	-103.49430	One-time collection	0.70862
One-time_collection_1357	7064	1357	2004-07-07		31.42630	-103.49430	One-time collection	0.70861
One-time_collection_1357	7065	1357	2004-07-07		31.42630	-103.49430	One-time collection	0.70860
One-time_collection_1358	7066	1358	2004-07-07		31.85520	-103.37470	One-time collection	0.70868
One-time_collection_1358	7067	1358	2004-07-07		31.85520	-103.37470	One-time collection	0.70862
One-time_collection_1359	7069	1359	2004-07-07		32.25000	-101.47860	One-time collection	0.70874
One-time_collection_1359	7070	1359	2004-07-07		32.25000	-101.47860	One-time collection	0.70872
One-time_collection_1359	7071	1359	2004-07-07		32.25000	-101.47860	One-time collection	0.70886
One-time_collection_1360	7072	1360	2004-07-07		31.42530	-100.49540	One-time collection	0.70844
One-time_collection_1360	7073	1360	2004-07-07		31.42530	-100.49540	One-time collection	0.70894
One-time_collection_1361	7075	1361	2004-07-08		30.06670	-99.16470	One-time collection	0.70806
One-time_collection_1361	7076	1361	2004-07-08		30.06670	-99.16470	One-time collection	0.70823
One-time_collection_1363	7078	1363	2004-07-08		29.68180	-97.64940	One-time collection	0.70825
One-time_collection_1363	7079	1363	2004-07-08		29.68180	-97.64940	One-time collection	0.70827
One-time_collection_1364	7081	1364	2004-07-08		29.70600	-96.54680	One-time collection	0.70817
One-time_collection_1364	7082	1364	2004-07-08		29.70600	-96.54680	One-time collection	0.70779
One-time_collection_1365	7084	1365	2004-07-09		30.18780	-93.21830	One-time collection	0.70864
One-time_collection_1365	7085	1365	2004-07-09		30.18780	-93.21830	One-time collection	0.70844
One-time_collection_1366	7087	1366	2004-07-09		31.25990	-92.49280	One-time collection	0.70861
One-time_collection_1366	7088	1366	2004-07-09		31.25990	-92.49280	One-time collection	0.70849
One-time_collection_1367	7091	1367	2004-07-09		32.48730	-92.08090	One-time collection	0.70942
One-time_collection_1367	7092	1367	2004-07-09		32.48730	-92.08090	One-time collection	0.71015
One-time_collection_1368	7093	1368	2004-07-10		34.21390	-91.98060	One-time collection	0.70916
One-time_collection_1368	7094	1368	2004-07-10		34.21390	-91.98060	One-time collection	0.70915
One-time_collection_1369	7095	1369	2004-07-10		35.09090	-92.43720	One-time collection	0.71278
One-time_collection_1369	7096	1369	2004-07-10		35.09090	-92.43720	One-time collection	0.71320
One-time_collection_1369	7097	1369	2004-07-10		35.09090	-92.43720	One-time collection	0.71115
One-time_collection_1370	7099	1370	2004-07-10		35.38500	-94.42210	One-time collection	0.71123
One-time_collection_1371	7101	1371	2004-07-10		35.74110	-95.30770	One-time collection	0.70945
One-time_collection_1371	7103	1371	2004-07-10		35.74110	-95.30770	One-time collection	0.70974
One-time_collection_1372	7104	1372	2004-07-10		35.35000	-96.91160	One-time collection	0.71238
One-time_collection_1372	7105	1372	2004-07-10		35.35000	-96.91160	One-time collection	0.71227
One-time_collection_1373	7106	1373	2004-07-11		35.45720	-97.61820	One-time collection	0.70865
One-time_collection_1373	7107	1373	2004-07-11		35.45720	-97.61820	One-time collection	0.70898
One-time_collection_1374	7110	1374	2004-07-11		35.22190	-101.83080	One-time collection	0.70916
One-time_collection_1374	7111	1374	2004-07-11		35.22190	-101.83080	One-time collection	0.70920
One-time_collection_1375	7112	1375	2004-07-11		36.06060	-102.34750	One-time collection	0.70884
One-time_collection_1375	7113	1375	2004-07-11		36.06060	-102.34750	One-time collection	0.70900
One-time_collection_1376	7115	1376	2004-07-11		36.88580	-104.43690	One-time collection	0.70948
One-time_collection_1376	7116	1376	2004-07-11		36.88580	-104.43690	One-time collection	0.70982
One-time_collection_1377	7119	1377	2004-07-12		37.46750	-105.85270	One-time collection	0.71469
One-time_collection_1377	7120	1377	2004-07-12		37.46750	-105.85270	One-time collection	0.70936
One-time_collection_1377	7121	1377	2004-07-12		37.46750	-105.85270	One-time collection	0.70931
One-time_collection_1378	7122	1378	2004-07-12		38.52320	-106.02030	One-time collection	0.71350
One-time_collection_1378	7123	1378	2004-07-12		38.52320	-106.02030	One-time collection	0.71395
One-time_collection_1379	7124	1379	2004-07-12		39.24870	-106.29210	One-time collection	0.71260
One-time_collection_1379	7125	1379	2004-07-12		39.24870	-106.29210	One-time collection	0.71962
One-time_collection_1379	7126	1379	2004-07-12		39.24870	-106.29210	One-time collection	0.71277
One-time_collection_1380	7129	1380	2004-07-12		39.53330	-107.78300	One-time collection	0.71096
One-time_collection_1380	7130	1380	2004-07-12		39.53330	-107.78300	One-time collection	0.71098
One-time_collection_1380	7131	1380	2004-07-12		39.53330	-107.78300	One-time collection	0.71103
One-time_collection_1381	7132	1381	2004-07-12		40.51270	-107.55340	One-time collection	0.71092
One-time_collection_1382	7135	1382	2004-07-13		40.44960	-109.50240	One-time collection	0.71450
One-time_collection_1382	7136	1382	2004-07-13		40.44960	-109.50240	One-time collection	0.71384
One-time_collection_1383	7138	1383	2004-07-13		40.30250	-109.97200	One-time collection	0.71303
One-time_collection_1383	7139	1383	2004-07-13		40.30250	-109.97200	One-time collection	0.71188
One-time_collection_1386	7144	1386		2004	45.21640	-112.63850	One-time collection	0.71036
One-time_collection_1389	7150	1389		2004	47.50770	-111.32110	One-time collection	0.70963
One-time_collection_1390	7155	1390		2004	48.63750	-112.33360	One-time collection	0.71135
One-time_collection_1395	7164	1395		2004	48.36860	-99.99560	One-time collection	0.70813
One-time_collection_1396	7165	1396		2004	47.78120	-96.61020	One-time collection	0.71640
One-time_collection_1396	7167	1396		2004	47.78120	-96.61020	One-time collection	0.71653
One-time_collection_1397	7168	1397		2004	47.47170	-94.88090	One-time collection	0.71522
One-time_collection_1397	7169	1397		2004	47.47170	-94.88090	One-time collection	0.71410
One-time_collection_1397	7170	1397		2004	47.47170	-94.88090	One-time collection	0.71235
One-time_collection_1401	7181	1401		2004	43.47000	-89.74150	One-time collection	0.71077
One-time_collection_1403	7185	1403		2004	41.79150	-87.59360	One-time collection	0.70933
One-time_collection_1403	7186	1403		2004	41.79150	-87.59360	One-time collection	0.71005
One-time_collection_1403	7187	1403		2004	41.79150	-87.59360	One-time collection	0.71024
One-time_collection_1404	7188	1404		2004	40.18830	-88.40000	One-time collection	0.70934
One-time_collection_1405	7193	1405		2004	39.16580	-86.53780	One-time collection	0.71239
One-time_collection_1406	7196	1406		2004	38.02100	-87.57110	One-time collection	0.71045
One-time_collection_1407	7199	1407		2004	37.08510	-88.59850	One-time collection	0.70980
One-time_collection_1408	7202	1408		2004	36.75560	-90.41080	One-time collection	0.71079
One-time_collection_1409	7205	1409		2004	37.92890	-91.77800	One-time collection	0.71179
One-time_collection_1410	7207	1410		2004	37.02370	-93.20600	One-time collection	0.71025
One-time_collection_1410	7208	1410		2004	37.02370	-93.20600	One-time collection	0.70996
One-time_collection_1411	7209	1411		2004	39.75540	-94.83650	One-time collection	0.70901
One-time_collection_1411	7210	1411		2004	39.75540	-94.83650	One-time collection	0.70915
One-time_collection_1411	7212	1411		2004	39.75540	-94.83650	One-time collection	0.70894
One-time_collection_1412	7213	1412		2004	40.73560	-96.59990	One-time collection	0.71013
One-time_collection_1413	7218	1413		2004	40.93020	-98.04710	One-time collection	0.71184
One-time_collection_1413	7219	1413		2004	40.93020	-98.04710	One-time collection	0.71167
One-time_collection_1413	7222	1413		2004	40.93020	-98.04710	One-time collection	0.71184
One-time_collection_1415	7223	1415		2004	42.87250	-100.54930	One-time collection	0.70962
One-time_collection_1415	7224	1415		2004	42.87250	-100.54930	One-time collection	0.70975
One-time_collection_1416	7231	1416		2004	42.76220	-104.45170	One-time collection	0.71024
One-time_collection_1417	7233	1417		2004	42.75960	-105.38540	One-time collection	0.71227
One-time_collection_1418	7237	1418		2004	42.84920	-106.30230	One-time collection	0.71220
One-time_collection_1418	7238	1418		2004	42.84920	-106.30230	One-time collection	0.71202
One-time_collection_1418	7239	1418		2004	42.84920	-106.30230	One-time collection	0.71223
One-time_collection_1418	7240	1418		2004	42.84920	-106.30230	One-time collection	0.71153
One-time_collection_1419	7244	1419		2004	42.83310	-108.73000	One-time collection	0.71411
One-time_collection_1419	7245	1419		2004	42.83310	-108.73000	One-time collection	0.71772
One-time_collection_1420	7247	1420		2004	41.59070	-109.21930	One-time collection	0.71124
One-time_collection_1420	7248	1420		2004	41.59070	-109.21930	One-time collection	0.71126
One-time_collection_1420	7249	1420		2004	41.59070	-109.21930	One-time collection	0.71131
One-time_collection_1420	7250	1420		2004	41.59070	-109.21930	One-time collection	0.71119