U.S. flag An official website of the United States government.
Official websites use .gov

A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS

A lock ( ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

National Institute for Occupational Safety and Health

CDC Stacks Public Health Publications

The National Institute for Occupational Safety and Health (NIOSH) conducts research and makes recommendations for preventing work-related injuries, illnesses, and deaths. For more information, visit https://www.cdc.gov/niosh/index.html.

(1)
(384)
(1095)
(1281)
(1653)
(1924)
(2674)
(2174)
(2170)
(2199)
(2025)
(2294)
(2195)
(2187)
(1953)
(1953)
(1863)
(1812)
(1891)
(1852)
(2014)
(1833)
(1770)
(1792)
(1618)
(1440)
(1339)
(1049)
(1126)
(1101)
(945)
(1158)
(1313)
(1239)
(1325)
(1190)
(1403)
(1035)
(1171)
(1174)
(1210)
(1053)
(1184)
(1312)
(1467)
(1471)
(1458)
(1275)
(1229)
(1333)
(1434)
(1233)
(1062)
(1077)
(826)
(603)
(527)
(112)
(50)
(32)
(40)
(31)
(34)
(23)
(13)
(6)
(7)
(6)
(5)
(2)
(2)
(1)
(1)
(2)
(2)
(2)
(3)
(1)
(1)
(2)
(2)
(2)
(3)
(1)
(2)
(2)
(2)
(3)
(5)
(36)
0 of 90
(1)
(590)
(12)
(2)
(133)
(1)
(72)
(2)
(14)
(1)
(182)
(57)
(5)
(49)
(36)
(4)
(7)
(1092)
(18)
(463)
(5)
(80017)
(1)
(4)
0 of 24
(2)
(5)
(933)
(765)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(900)
(258)
(3)
(2)
(2)
(1)
(3)
(1)
(6)
(1)
(1)
(98)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(5)
(2)
(1)
(1)
(9)
(3)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(67)
(1)
(3)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(3)
(58)
(8)
(6)
(1)
(3)
(1)
(1)
(1)
(2)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(6192)
(2)
(2)
(1)
(4)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(7)
(2)
(183)
(1)
(28)
(5)
(1)
(2)
(1)
(4)
(1)
(1)
(1)
(1)
(3736)
(5)
(2)
(1)
(10)
(1)
(1)
(2)
(1)
(987)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(60)
(3)
(1)
(7)
(1)
(2)
(1)
(1)
(1)
(98)
(1)
(1)
(39)
(1)
(44)
(1)
(1)
(2)
(1)
(2757)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(2)
(2)
(1)
(3)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(5)
(2)
(1988)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2879)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(38)
(2)
(1)
(2)
(1)
(2)
(2)
(1)
(1)
(165)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(404)
(1)
(2354)
(1083)
(4)
(1818)
(2)
(2)
(1)
(1)
(1)
(3)
(2)
(1)
(1)
(5)
(1)
(1)
(1)
(2)
(1)
(238)
(1)
(7)
(35)
(1)
(1)
(1)
(1583)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(4)
(4)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(3)
(1)
(1)
(1)
(4)
(1)
(1)
(6)
(1)
(758)
(1)
(3)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(301)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(3)
(3)
(1)
(1)
(1)
(5040)
(2)
(1)
(1)
(4190)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2686)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2160)
(1)
(254)
(1)
(1)
(1158)
(1)
(1)
(1)
(2)
(388)
(1)
(1)
(4)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(653)
(1)
(608)
(1)
(1)
(3)
(3)
(1)
(1)
(233)
(1222)
(2)
(597)
(3)
(1)
(4)
(2)
(1)
(4893)
(17)
(1)
(2)
(4)
(92)
(7)
(86)
(1)
(1)
(2)
(6)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2823)
(1)
(135)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(16208)
(1)
(521)
(2)
(1)
(1502)
(3)
(2)
(5564)
(5883)
(26812)
(10211)
(23661)
(4371)
(3614)
(1)
(5686)
(7504)
(7289)
(5)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(9797)
(2)
(1)
(1)
(1)
(13)
(246)
(1)
(1)
(3)
(1)
(1)
(3)
(8)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(3)
(3)
(1)
(1)
(1)
(1)
(1)
(2)
(7)
(101)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(3)
(3)
(1)
(1)
(167)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(4)
(1)
(1)
(6)
(5)
(140)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(3)
(1)
(1)
(1)
(494)
(190)
(3)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(6)
(2)
(1)
(1)
(1)
(4)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(642)
(1)
(2632)
(1)
(1)
(1)
(1)
(3)
(2)
(1)
(1)
(18)
(1)
(1)
(988)
(1)
(1)
(1422)
(1)
(2)
(215)
(1)
(1)
(1)
(1899)
(2)
(1)
(1)
(3)
(2)
(3)
(1)
(5217)
(14)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(11723)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1410)
(1)
(1)
(1)
(81)
(2)
(2)
(1)
(308)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
0 of 743
(47)
(29)
(1)
(1)
(1)
(1)
(1)
(790)
(5)
(282)
(3521)
(810)
(2061)
(6)
(1)
(3844)
(587)
(1)
(17260)
(11)
(1)
(22)
(1)
(1)
(132)
(152)
(4757)
(31)
(3)
(4)
(3)
(16)
(4)
(1)
(3)
(24)
(16)
(16)
(50)
(559)
(4)
0 of 41
(1)
(1)
(1)
(48)
(57)
(125)
(24)
(24)
(8)
(86)
(153)
(75)
(18)
(11)
(1)
(663)
(1)
(44)
(19)
(1)
(86)
(44)
(29)
(2539)
(1)
(21)
(1179)
(15)
(122)
(14)
(31)
(1)
(633)
(4)
(10)
(3)
(20)
(2811)
(38)
(174)
(7)
(8)
(4)
(2575)
(81)
(5)
(4)
(154)
(2179)
(239)
(4)
(108)
(32)
(198)
(182)
(1)
(1)
(221)
(221)
(8)
(61)
(2)
(117)
0 of 63
(68)
(6)
(1262)
(9)
(5)
(5412)
(6234)
(4)
(9027)
(7)
(19)
(15)
(44)
(32)
(38)
(27)
(74)
(216)
(4)
(160)
(75)
(6)
(27)
(6)
(3)
(109)
(5)
(3)
(738)
(26)
(11)
(4)
(6)
(2142)
(52)
(1952)
(1987)
(11)
(4551)
(3)
(9)
(62)
(328)
(7)
(747)
(7)
(5250)
(1305)
(2564)
(7)
(52)
(10)
(21)
(246)
(169)
(36)
(10)
(34)
(275)
(23)
(402)
(34)
(24)
(164)
(66)
(51)
(6)
(15)
(55)
(157)
(11)
(39)
(170)
(3236)
(60)
(4)
(16)
(81)
(5)
(225)
(157)
(41)
(88)
(5)
(238)
(4)
(4)
(265)
(15)
(992)
(5)
(1263)
(1277)
(39)
(113)
(4)
(4)
(256)
(12)
(2026)
(53)
(25)
(7)
(6)
(4)
(4)
(227)
(202)
(1875)
(5)
(208)
(4)
(14)
(26)
(4)
(6)
(233)
(116)
(23)
(547)
(362)
(371)
(6)
(153)
(116)
(19)
(1256)
(1300)
(246)
(10)
(20)
(1740)
(216)
(143)
(94)
(69)
(356)
(11)
(5)
(20)
(23)
(63)
(6)
(6)
(4)
(61)
(4)
(219)
(64)
(190)
(41)
(190)
(4)
(35)
(12)
(73)
(4)
(32)
(11)
(127)
(9)
(248)
(5)
(5)
(2130)
(1569)
(4)
(1923)
(7)
(555)
(66)
(29)
(70)
(52)
(418)
(4)
(28)
(96)
(5)
(37)
(7)
(73)
(2815)
(498)
(24)
(12)
(29)
(115)
(253)
(7)
(6)
(10)
(64)
(27)
(339)
(21)
(282)
(151)
(259)
(4)
(320)
(5)
(109)
(62)
(3900)
(3530)
(49)
(25)
(4)
(39)
(800)
(90)
(4)
(53)
(210)
(12)
(167)
(1843)
(144)
(163)
(262)
(540)
(391)
(4472)
(535)
(5)
(45)
(214)
(26)
(78)
(9)
(109)
(51)
(70)
(32)
(154)
(4)
(22)
(13)
(4)
(31)
(4)
(479)
(25)
(4)
(52)
(7)
(66)
(8)
(195)
(521)
(172)
(172)
(5)
(8)
(4)
(10)
(321)
(18)
(6)
(587)
(2002)
(19)
(165)
(5)
(673)
(44)
(33)
(34)
(73)
(683)
(4)
(303)
(361)
(311)
(85)
(4)
(327)
(38)
(7)
(8)
(33)
(4)
(50)
(251)
(4)
(186)
(4)
(5)
(34)
(34)
(56)
(12)
(8)
(10)
(173)
(7012)
(25)
(640)
(8)
(20)
(8)
(25)
(336)
(2520)
(5)
(44)
(404)
(731)
(1104)
(8)
(26)
(60)
(206)
(4)
(87)
(46)
(16)
(887)
(5)
(2352)
(5)
(370)
(6)
(49)
(396)
(52)
(312)
(1071)
(23)
(1992)
(480)
(4869)
(5)
(1377)
(7)
(7027)
(16)
(1647)
(5)
(7)
(530)
(9)
(8)
(5486)
(5)
(30)
(117)
(9)
(6)
(14)
(26)
(2418)
(47)
(64)
(13)
(37)
(4)
(72)
(5)
(13)
(5)
(8)
(24)
(85)
(4)
(4)
(4)
(861)
(186)
(6)
(7)
(472)
(111)
(254)
(18)
(772)
(2419)
(8)
(693)
(21)
(24)
(13)
(6)
(370)
(39)
(67)
(349)
(284)
(4)
(15)
(1981)
(1414)
(123)
(34)
(22)
(56)
(7)
(42)
(20)
(25)
(8)
(4)
(4)
(401)
(103)
(49)
(455)
(588)
(10)
(626)
(349)
(4)
(166)
(11)
(6)
(304)
(29)
(664)
(122)
(21)
(15)
(9)
(5)
(4)
(4)
(1216)
(43)
(653)
(212)
(5)
(57)
(139)
(75)
(65)
(18)
(116)
(5)
(16)
(4)
(4)
(6883)
(56)
(54)
(10)
(332)
(2465)
(16)
(14)
(10)
(3452)
(16)
(14)
(1501)
(5)
(5)
(7)
(11)
(8)
(171)
(945)
(1219)
(1249)
(4)
(4)
(4)
(48)
(572)
(5)
(6)
(519)
(897)
(32)
(22)
(5)
(4)
(202)
(38)
(12)
(42)
(96)
(6)
(58)
(61)
(83)
(9)
(154)
(10)
(7)
(242)
(953)
(58)
(17)
(31)
(343)
(503)
(6)
(1191)
(12)
(21)
(10)
(6)
(15)
(44)
(5)
(1612)
(4)
(7)
(32)
(1474)
(4)
(4)
(17)
(20)
(4)
(21)
(5)
(14)
(56)
(20)
(4)
(34)
(20)
(8)
(8)
(123)
(38)
(531)
(9)
(5)
(59)
(1164)
(77)
(5)
(1529)
(5)
(4)
(75)
(77)
(7)
(1403)
(418)
(5)
(134)
(5484)
(49)
(7)
(686)
(1145)
(370)
(6)
(196)
(5)
(233)
(345)
(365)
(9)
(75)
(8)
(5)
(49)
(5410)
(3941)
(4)
(8)
(9)
(60)
(4)
(131)
(8)
(21)
(124)
(4)
(363)
(10)
(241)
(4726)
(18)
(26)
(102)
(11)
(160)
(18)
(31)
(28)
(41)
(2680)
(32)
(379)
(2859)
(208)
(4)
(2738)
(842)
(1058)
(8)
(31)
(62)
(10)
(431)
(23)
(12)
(20)
(6)
(39)
(6)
(4)
(25)
(12)
(1110)
(4)
(9)
(7)
(29)
(789)
(19)
(8)
(10034)
(4)
(111)
(11)
(4)
(4)
(911)
(8)
(3868)
(6)
(9)
(75)
(7)
(4)
(3244)
(5)
(3334)
(351)
(66)
(50)
(27)
(21)
(9)
(13)
(38)
(44)
(5)
(16)
(11)
(7)
(205)
(3255)
(16)
(3286)
(861)
(127)
(210)
(84)
(174)
(66)
(54)
(40)
(74)
(171)
(40)
(111)
(5)
(40)
(24)
(2258)
(1586)
(5)
(7)
(6)
(12)
(172)
(27)
(5)
(197)
(122)
(51)
(8)
(4)
(6)
(1263)
(7)
(22)
(9709)
(41)
(38)
(28)
(79964)
(4)
(20)
(1135)
(8)
(5)
(4)
(6)
(14)
(6)
(6)
(306)
(38)
(5)
(313)
(4)
(4)
(127)
(7)
(131)
(124)
(4)
(628)
(95)
(7)
(82)
(11)
(6)
(4994)
(385)
(4)
(7)
(29)
(41)
(6465)
(5)
(10)
(218)
(36)
(5)
(102)
(156)
(4)
(15)
(89)
(52)
(31)
(93)
(6)
(4)
(8)
(6)
(456)
(29)
(75)
(11)
(4)
(5)
(7)
(12)
(738)
(9)
(178)
(518)
(202)
(10)
(4)
(40)
(56)
(21)
(49)
(8)
(8)
(4)
(14)
(31)
(28)
(50)
(1379)
(581)
(11)
(11)
(4)
(716)
(229)
(60)
(15)
(4)
(9)
(4)
(37)
(12)
(1363)
(34)
(1665)
(4)
(15)
(6)
(14)
(4)
(5)
(35)
(18)
(33)
(5)
(361)
(419)
(15)
(1371)
(1340)
(132)
(272)
(165)
(164)
(13)
(11)
(447)
(11)
(187)
(43)
(78)
(16)
(7)
(6)
(108)
(20)
(18)
(5)
(21)
(4)
(5)
(6)
(7)
(46)
(5)
(6)
(4)
(793)
(384)
(2150)
(7884)
(7246)
(8)
(8)
(5)
(7984)
(6327)
(7)
(6)
(191)
(6)
(79683)
(4846)
(12)
(9)
(6)
(56)
(4)
(5)
(4)
(79)
(1504)
(152)
(839)
(56)
(1160)
(6)
(538)
(220)
(8)
(4)
(83)
(1707)
(115)
(61)
(2398)
(390)
(860)
(7)
(747)
(623)
(296)
(381)
(5)
(990)
(15)
(13)
(27)
(1154)
(2144)
(34)
(9)
(183)
(89)
(18)
(11)
(5459)
(15)
(5)
(4)
(4)
(29)
(11)
(4)
(1629)
(125)
(4)
(166)
(4)
(180)
(145)
(51)
(63)
(166)
(52)
(34)
(4)
(106)
(3240)
(5)
(7)
(31)
(7)
(14)
(840)
(205)
(37)
(406)
(10)
(8)
(15)
(19)
(23)
(100)
(4)
(759)
(262)
(10)
(1848)
(32)
(4)
(5)
(783)
(7)
(62)
(44)
(110)
(4)
(30)
(132)
(32)
(16)
(4)
(138)
(9)
(16)
(680)
(906)
(1339)
(22)
(12)
(4)
(4)
(25)
(50)
(8)
(933)
(3138)
(4)
(115)
(720)
(54)
(454)
(6)
(596)
(7)
(7)
(31)
(66)
(6)
(305)
(62)
(23)
(31)
(359)
(5)
(124)
(4)
(708)
(4)
(98)
(3093)
(313)
(8)
(17)
(17)
(4)
(4)
(259)
(9203)
(18)
(11)
(4)
(47)
(121)
(12)
(4)
(4)
(7)
(88)
(15)
(7)
0 of 1000
(76)
(64)
(38)
(49)
(38)
(51)
(50)
(113)
(79)
(93)
(60)
(38)
(46)
(36)
(51)
(107)
(246)
(56)
(60)
(81)
(277)
(86)
(106)
(43)
(57)
(135)
(48)
(126)
(37)
(44)
(73)
(42)
(44)
(72)
(38)
(98)
(39)
(226)
(42)
(38)
(69)
(71)
(64)
(122)
(54)
(77)
(62)
(37)
(151)
(142)
(52)
(51)
(43)
(63)
(68)
(36)
(49)
(70)
(50)
(52)
(45)
(61)
(173)
(63)
(38)
(59)
(38)
(88)
(41)
(39)
(68)
(59)
(50)
(45)
(54)
(55)
(38)
(103)
(123)
(43)
(59)
(69)
(53)
(80)
(69)
(53)
(42)
(80)
(58)
(147)
(43)
(45)
(99)
(37)
(46)
(47)
(88)
(92)
(37)
(45)
(85)
(78)
(37)
(37)
(55)
(38)
(66)
(44)
(55)
(82)
(45)
(59)
(82)
(159)
(62)
(42)
(129)
(84)
(40)
(91)
(60)
(108)
(70)
(47)
(75)
(60)
(177)
(36)
(44)
(38)
(40)
(99)
(43)
(60)
(73)
(68)
(926)
(86)
(48)
(39)
(45)
(189)
(47)
(36)
(61)
(36)
(60)
(129)
(101)
(71)
(72)
(39)
(147)
(39)
(88)
(37)
(75)
(41)
(43)
(108)
(37)
(39)
(47)
(249)
(59)
(77)
(124)
(36)
(41)
(93)
(44)
(41)
(41)
(57)
(140)
(66)
(45)
(131)
(59)
(55)
(49)
(58)
(64)
(38)
(48)
(37)
(47)
(56)
(143)
(46)
(72)
(38)
(38)
(55)
(72)
(138)
(37)
(103)
(82)
(49)
(117)
(43)
(87)
(84)
(38)
(36)
(51)
(82)
(42)
(42)
(51)
(41)
(47)
(44)
(58)
(41)
(79)
(47)
(52)
(53)
(66)
(170)
(48)
(39)
(157)
(82)
(49)
(37)
(46)
(60)
(98)
(59)
(126)
(41)
(80)
(71)
(224)
(100)
(51)
(122)
(41)
(39)
(51)
(42)
(47)
(37)
(39)
(71)
(84)
(140)
(44)
(56)
(52)
(171)
(38)
(45)
(42)
(167)
(40)
(48)
(36)
(76)
(119)
(71)
(39)
(86)
(58)
(41)
(39)
(55)
(69)
(55)
(56)
(213)
(155)
(39)
(59)
(75)
(83)
(41)
(52)
(88)
(83)
(38)
(43)
(87)
(85)
(56)
(54)
(65)
(47)
(56)
(62)
(81)
(208)
(49)
(73)
(61)
(47)
(36)
(183)
(38)
(45)
(45)
(105)
(43)
(82)
(93)
(44)
(85)
(40)
(46)
(62)
(53)
(48)
(44)
(97)
(39)
(65)
(56)
(49)
(69)
(43)
(147)
(44)
(42)
(46)
(54)
(45)
(125)
(39)
(60)
(74)
(198)
(85)
(250)
(77)
(87)
(37)
(256)
(97)
(78)
(65)
(175)
(92)
(37)
(78)
(55)
(84)
(44)
(62)
(60)
(112)
(37)
(36)
(134)
(63)
(44)
(77)
(252)
(38)
(66)
(40)
(89)
(36)
(117)
(56)
(37)
(108)
(78)
(156)
(68)
(38)
(194)
(43)
(86)
(59)
(46)
(62)
(54)
(38)
(76)
(49)
(61)
(44)
(88)
(49)
(51)
(51)
(43)
(97)
(49)
(41)
(93)
(121)
(109)
(46)
(164)
(47)
(72)
(63)
(92)
(48)
(83)
(125)
(44)
(43)
(102)
(45)
(44)
(56)
(38)
(63)
(94)
(44)
(75)
(78)
(36)
(95)
(51)
(38)
(82)
(209)
(65)
(59)
(77)
(37)
(108)
(240)
(51)
(44)
(104)
(67)
(55)
(48)
(46)
(45)
(53)
(47)
(39)
(82)
(49)
(47)
(49)
(54)
(38)
(59)
(63)
(71)
(41)
(70)
(92)
(159)
(45)
(56)
(71)
(67)
(61)
(78)
(54)
(59)
(51)
(36)
(36)
(104)
(37)
(63)
(250)
(80)
(39)
(40)
(49)
(40)
(42)
(98)
(40)
(106)
(46)
(91)
(36)
(131)
(39)
(91)
(55)
(73)
(51)
(44)
(69)
(37)
(82)
(44)
(91)
(155)
(40)
(75)
(42)
(55)
(54)
(39)
(61)
(43)
(62)
(59)
(60)
(84)
(176)
(45)
(120)
(45)
(235)
(60)
(67)
(94)
(38)
(79)
(71)
(87)
(63)
(70)
(96)
(71)
(68)
(56)
(44)
(122)
(101)
(44)
(55)
(63)
(49)
(75)
(47)
(44)
(106)
(56)
(57)
(46)
(160)
(45)
(76)
(44)
(40)
(59)
(46)
(68)
(37)
(52)
(55)
(44)
(37)
(40)
(58)
(64)
(42)
(49)
(116)
(63)
(127)
(48)
(54)
(88)
(79)
(42)
(76)
(103)
(59)
(54)
(37)
(80)
(84)
(45)
(70)
(63)
(46)
(58)
(40)
(108)
(53)
(102)
(78)
(55)
(177)
(40)
(38)
(114)
(108)
(70)
(61)
(40)
(49)
(155)
(96)
(95)
(37)
(89)
(47)
(60)
(97)
(38)
(65)
(67)
(84)
(51)
(48)
(201)
(48)
(44)
(67)
(81)
(54)
(37)
(45)
(37)
(52)
(186)
(44)
(41)
(104)
(41)
(51)
(85)
(58)
(40)
(44)
(41)
(59)
(171)
(42)
(37)
(68)
(86)
(43)
(46)
(52)
(40)
(54)
(43)
(50)
(38)
(38)
(91)
(37)
(43)
(49)
(122)
(53)
(39)
(47)
(56)
(152)
(44)
(74)
(262)
(47)
(49)
(57)
(56)
(216)
(144)
(45)
(130)
(164)
(42)
(45)
(98)
(68)
(39)
(48)
(64)
(41)
(38)
(69)
(134)
(63)
(37)
(58)
(65)
(51)
(45)
(155)
(49)
(69)
(122)
(53)
(79)
(148)
(41)
(52)
(51)
(49)
(39)
(105)
(37)
(37)
(39)
(93)
(46)
(162)
(40)
(43)
(166)
(60)
(152)
(58)
(119)
(38)
(40)
(101)
(58)
(48)
(49)
(41)
(111)
(61)
(71)
(41)
(46)
(43)
(42)
(41)
(151)
(58)
(42)
(42)
(64)
(84)
(53)
(110)
(53)
(43)
(78)
(103)
(43)
(109)
(59)
(132)
(67)
(54)
(53)
(96)
(46)
(119)
(78)
(68)
(47)
(222)
(39)
(57)
(40)
(59)
(172)
(52)
(67)
(92)
(57)
(271)
(43)
(43)
(38)
(99)
(37)
(40)
(90)
(82)
(85)
(43)
(92)
(39)
(168)
(68)
(99)
(51)
(68)
(65)
(49)
(78)
(125)
(124)
(37)
(71)
(52)
(39)
(40)
(71)
(68)
(45)
(89)
(155)
(48)
(286)
(70)
(40)
(53)
(53)
(50)
(189)
(57)
(53)
(114)
(40)
(42)
(37)
(46)
(43)
(67)
(44)
(95)
(227)
(42)
(79)
(39)
(227)
(70)
(161)
(40)
(82)
(49)
(87)
(55)
(95)
(62)
(102)
(113)
(50)
(78)
(39)
(43)
(65)
(44)
(45)
(122)
(51)
(108)
(54)
(55)
(46)
(40)
(40)
(55)
(51)
(79)
(90)
(58)
(52)
(52)
(37)
(50)
(95)
(95)
(58)
(220)
(226)
(38)
(52)
(169)
(37)
(62)
(70)
(43)
(37)
(92)
(156)
(55)
(46)
(49)
(56)
(52)
(89)
(62)
(42)
(60)
(57)
(96)
(53)
(43)
(55)
(59)
(85)
(92)
(40)
(40)
(74)
(104)
(234)
(99)
(55)
(61)
(101)
(71)
(55)
(54)
(69)
(103)
(107)
(38)
(37)
(121)
(61)
(85)
(69)
(39)
(58)
(61)
(289)
(42)
(59)
(42)
(72)
(194)
(113)
(86)
(105)
(112)
(37)
(59)
(70)
(81)
(46)
(55)
(88)
(189)
(41)
(41)
(118)
(59)
(51)
(63)
(50)
(71)
(43)
(48)
(137)
(84)
(50)
(48)
(85)
(38)
(103)
(68)
(68)
(51)
(133)
(37)
(128)
(59)
(40)
(108)
(75)
(48)
(60)
(45)
(73)
(47)
(106)
(63)
(46)
(59)
(45)
(45)
(179)
(84)
(82)
(38)
(58)
(47)
(40)
(76)
(54)
(61)
(80)
(45)
(42)
(48)
(71)
(99)
(87)
(97)
(119)
(64)
(54)
(49)
(39)
(64)
(43)
(98)
(99)
(51)
(40)
(53)
(45)
(46)
(59)
(50)
(137)
(80)
(38)
(43)
(82)
(71)
(54)
0 of 1000
(1)
(2)
(1)
(1)
(11)
(1)
(3)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(64)
(1)
(65)
(6)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(7)
(5)
(1)
(2)
(1)
(1)
(3)
(1)
(69)
(85)
(2)
(125)
(117)
(270)
(1)
(1)
(55)
(1)
(7)
(1)
(1)
(1)
(3)
(2)
(1)
(1)
(1)
(1)
(1)
(6)
(1)
(2)
(1)
(21)
(1)
(1)
(1)
(1)
(2)
(67)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(9)
(1)
(1)
(3)
(2)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(4)
(2)
(1)
(1)
(1)
(49)
(1)
(1)
(7)
(3)
(5)
(1)
(1)
(5)
(3)
(1)
(1)
(1)
(1)
(1)
(2)
(57)
(48)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(4)
(15)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(605)
(1)
(1)
(2)
(12)
(77)
(52)
(1)
(8)
(2)
(8)
(35)
(9)
(2)
(1)
(4)
(1)
(1)
(1)
(6)
(5)
(105)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(31)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(31)
(2)
(2)
(7)
(1)
(3)
(1)
(19)
(8)
(1)
(1)
(1)
(1)
(4)
(2)
(4)
(1)
(1)
(1)
(1)
(20)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(14)
(14)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(220)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(1)
(3)
(23)
(1)
(1)
(1)
(2)
(2)
(2)
(134)
(1)
(1)
(1)
(2)
(2)
(1)
(230)
(1)
(1)
(11)
(1)
(2)
(13)
(2)
(1)
(1)
(1)
(29)
(2)
(21)
(21)
(1)
(1)
(4)
(246)
(52)
(1)
(1)
(1)
(217)
(1)
(1)
(1)
(1)
(2)
(1)
(5)
(3)
(1)
(1)
(228)
(49)
(53)
(1)
(210)
(1)
(187)
(2)
(184)
(47)
(47)
(1)
(1)
(4)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(35)
(1)
(1)
(4)
(1)
(1)
(1)
(1)
(1)
(2)
(3)
(1)
(1)
(1)
(9)
(1)
(1)
(1)
(6)
(4)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(53)
(1)
(1)
(3)
(14)
(8)
(1)
(1)
(1)
(1)
(1)
(1)
(8879)
(2)
(1)
(4)
(18)
(1)
(1)
(47)
(8)
(8)
(2)
(3)
(1)
(1)
(1)
(35)
(3)
(1)
(234)
(2)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(6)
(22)
(23)
(3)
(9)
(1)
(1)
(1)
(7)
(1)
(1)
(1)
(1)
(315)
(2)
(739)
(2)
(2)
(1)
(1)
(1)
(8)
(1)
(3)
(19)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(110)
(1)
(2)
(36)
(2)
(1)
(4)
(6)
(1)
(4)
(124)
(13)
(3)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(17)
(1)
(2)
(1)
(1)
(1)
(7)
(7)
(1)
(1)
(33)
(59)
(18)
(77)
(29)
(1)
(9)
(1)
(1)
(24)
(3)
(2)
(1)
(1)
(1)
(16)
(24)
(1)
(1)
(186)
(211)
(30)
(30)
(32)
(65)
(1)
(62)
(3)
(3)
(1)
(1)
(6)
(10)
(4)
(1)
(1)
(10)
(1)
(1)
(1)
(27)
(3)
(3)
(11)
(52)
(52)
(52)
(1)
(1)
(1)
(1)
(1)
(150)
(41)
(38)
(8)
(8)
(2)
(1)
(1)
(5)
(1)
(1)
(1)
(8)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(6)
(3)
(3)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(25)
(1)
(1)
(25)
(1)
(3)
(13)
(15)
(1)
(1)
(2)
(2)
(2)
(1)
(1)
(1)
(48)
(1)
(4)
(1)
(4)
(1)
(1125)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(9)
(1)
(3)
(1)
(1)
(4)
(2)
(1)
(1)
(1)
(1)
(1)
(40)
(7)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(12)
(1)
(4)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(3)
(1)
(20)
(1)
(1)
(10)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(38)
(94)
(1)
(283)
(1)
(1)
(1)
(4)
(5)
(1)
(1)
(1)
(1)
(2)
(3)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(84)
(7)
(1)
(19)
(4)
(1)
(2)
(1)
(1)
(1)
(1)
(14)
(7)
(1)
(2)
(715)
(127)
(49)
(47)
(1)
(1)
(1)
(2)
(1)
(34)
(34)
(1)
(34)
(12)
(106)
(1)
(106)
(2)
(14)
(2)
(2)
(5)
(1)
(1)
(1)
(1)
(1)
(45)
(45)
(1)
(1)
0 of 738
(1)
(205)
(21)
(1)
(114)
(129)
(679)
(92)
(186)
(66)
(1)
(185)
(1)
(8)
(168)
(2484)
(1015)
(12)
(1)
(62)
(77)
(5)
(256)
(791)
(1)
(1)
(123)
(1)
(1523)
(667)
(2372)
(260)
(1)
(8016)
(455)
(1)
(3139)
(6)
(206)
(355)
(33)
(1668)
(237)
(165)
(3)
(21)
(81)
(5262)
(1)
(5)
(51)
(116)
(4)
(27)
(96)
(2)
(1041)
(5)
(27)
(13)
(1)
(727)
(5)
(4)
(828)
(3)
(29)
(1725)
(2)
(11)
(64)
(2052)
(7)
(5)
(688)
(10)
(1)
(1)
(237)
(46)
(13)
(139)
(3)
(1)
(2)
(1)
(1170)
(6)
(2)
(1)
(5)
(3956)
(1932)
(64)
(428)
(746)
(269)
(15)
(413)
(7)
(299)
(602)
(530)
(2)
(1125)
(12)
(384)
(8)
(49)
(1246)
(192)
(37)
(86)
(1)
0 of 114
(2)
(2)
(2)
(2)
(2)
(4)
(590)
(2)
(5)
(4)
(2)
(2)
(6)
(1)
(4)
(8)
(4)
(35)
(4)
(2)
(2)
(109)
(4)
(910)
(3)
(3)
(3)
(3)
(19)
(4)
(6)
(3)
(422)
(7)
(7)
(3)
(2)
(3)
(4)
(3)
(2)
(2)
(3)
(2)
(77)
(2)
(2)
(68)
(2)
(2)
(2)
(2)
(185)
(4)
(2)
(19)
(2)
(2)
(4)
(2)
(36)
(2)
(28)
(2)
(4)
(229)
(2)
(2)
(2)
(2)
(2)
(29)
(2)
(20)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(39)
(1)
(28)
(2)
(2)
(2)
(3)
(2)
(2)
(3)
(2)
(57)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(832)
(2)
(2)
(2)
(2)
(2)
(2)
(1)
(2)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(4)
(1)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(3)
(1)
(1)
(4)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(3)
(4)
(7)
(7)
(1)
(2)
(13)
(4)
(1)
(1)
(6)
(9)
(3)
(3)
(1)
(1)
(1)
(1)
(2)
(2)
(8)
(7)
(2)
(2)
(1)
(6)
(2)
(2)
(3)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(6)
(5)
(1)
(1)
(3)
(2)
(2)
(4)
(13)
(2)
(1)
(3)
(3)
(1)
(6)
(9)
(1)
(5)
(1)
(12)
(2)
(7)
(2)
(1)
(1)
(175)
(32)
(1)
(2)
(1)
(6)
(1)
(3)
(1)
(1)
(2)
(1)
(13)
(1)
(3)
(6)
(1)
(1)
(7)
(4)
(22)
(3)
(7)
(2)
(1)
(7)
(9)
(41)
(9)
(6)
(12)
(6)
(19)
(2)
(4)
(5)
(8)
(1)
(4)
(33)
(5)
(3)
(1)
(1)
(3)
(1)
(25)
(12)
(3)
(8)
(3)
(7)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(7)
(1)
(1)
(2)
(4)
(1)
(1)
(7)
(1)
(1)
(2)
(4)
(1)
(6)
(1)
(1)
(5)
(1)
(2)
(15)
(2)
(2)
(2)
(4)
(10)
(2)
(1)
(4)
(2)
(1)
(1)
(1)
(3)
(1)
(1)
(9)
(1)
(6)
(7)
(18)
(1)
(1)
(6)
(2)
(3)
(4)
(3)
(3)
(2)
(3)
(1)
(2)
(3)
(1)
(2)
(3)
(1)
(2)
(1)
(1)
(1)
(3)
(1)
(3)
(1)
(1)
(2)
(1)
(2)
(6)
(8)
(5)
(8)
(1)
(1)
(1)
(19)
(3)
(3)
(7)
(6)
(3)
(4)
(7)
(1)
(3)
(1)
(4)
(4)
(2)
(3)
(1)
(2)
(15)
(1)
(3)
(1)
(3)
(3)
(4)
(4)
(1)
(3)
(2)
(3)
(3)
(7)
(1)
(1)
(32)
(2)
(5)
(3)
(3)
(27)
(20)
(1)
(1)
(3)
(5)
(1)
(2)
(1)
(1)
(1)
(1)
(5)
(4)
(1)
(7)
(1)
(64)
(1)
(44)
(34)
(7)
(14)
(1)
(3)
(11)
(30)
(8)
(7)
(3)
(5)
(1)
(39)
(1)
(33)
(1)
(110)
(4)
(1)
(3)
(1)
(12)
(3)
(32)
(1)
(1)
(10)
(1)
(9)
(1)
(16)
(41)
(1)
(14)
(1)
(2)
(39)
(1)
(5)
(3)
(2)
(1)
(8)
(22)
(84)
(3)
(1)
(1)
(1)
(17)
(26)
(3)
(7)
(4)
(2)
(2)
(6)
(5)
(4)
(1)
(17)
(10)
(15)
(5)
(4)
(12)
(3)
(6)
(1)
(1)
(1)
(3)
(4)
(2)
(5)
(5)
(11)
(6)
(49)
(10)
(21)
(5)
(1)
(55)
(8)
(3)
(6)
(9)
(33)
(2)
(19)
(8)
(2)
(1)
(24)
(26)
(36)
(1)
(8)
(1)
(1)
(3)
(3)
(11)
(12)
(2)
(1)
(3)
(6)
(1)
(1)
(1)
(5)
(2)
(5)
(3)
(2)
(8)
(4)
(13)
(7)
(2)
(3)
(6)
(2)
(8)
(3)
(29)
(15)
(6)
(2)
(4)
(5)
(3)
(10)
(7)
(12)
(10)
(3)
(2)
(2)
(9)
(2)
(5)
(2)
(3)
(2)
(3)
(4)
(3)
(4)
(11)
(3)
(10)
(3)
(3)
(3)
(3)
(2)
(5)
(3)
(2)
(6)
(3)
(4)
(8)
(5)
(13)
(2)
(2)
(6)
(8)
(6)
(2)
(3)
(2)
(3)
(3)
(7)
(8)
(3)
(2)
(3)
(3)
(2)
(2)
(64)
(11)
(4)
(2)
(15)
(23)
(2)
(10)
(4)
(4)
(24)
(7)
(70)
(2)
(16)
(11)
(17)
(47)
(36)
(9)
(5)
(4)
(2)
(2)
(3)
(3)
(3)
(2)
(2)
(8)
(19)
(14)
(2)
(9)
(3)
(7)
(2)
(4)
(10)
(4)
(8)
(7)
(7)
(3)
(2)
(3)
(4)
(3)
(3)
(2)
(4)
(6)
(40)
(4)
(3)
(6)
(4)
(13)
(11)
(5)
(2)
(2)
(3)
(4)
(2)
(17)
(2)
(3)
(2)
(2)
(44)
(11)
(5)
(16)
(37)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(7)
(2)
(2)
(3)
(8)
(16)
(2)
(2)
(2)
(6)
(3)
(14)
(2)
(3)
(4)
(5)
(2)
(2)
(2)
(2)
(3)
(3)
(2)
(5)
(60)
(2)
(10)
(5)
(4)
(3)
(6)
(2)
(3)
(2)
(3)
(2)
(4)
(9)
(4)
(9)
(7)
(2)
(10)
(3)
(6)
(2)
(6)
(16)
(2)
(4)
(16)
(2)
(10)
(2)
(2)
(3)
(14)
(23)
(55)
(6)
(2)
(5)
(153)
(3)
(3)
(12)
(24)
(9)
(2)
(3)
(3)
(61)
(47)
(6)
(9)
(7)
(2)
(9)
(5)
(9)
(2)
(4)
(7)
(4)
(6)
(2)
(2)
(8)
(3)
(15)
(7)
(3)
(48)
(23)
(30)
(5)
(8)
(54)
(2)
(3)
(17)
(3)
(9)
(27)
(6)
(12)
(9)
(2)
(3)
(9)
(7)
(2)
(29)
(9)
(40)
(1)
(2)
(4)
(2)
(2)
(1)
(5)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(5)
(1)
(1)
(3)
(1)
(4)
(2)
(2)
(3)
(3)
(1)
(1)
(3)
(1)
(1)
(1)
(7)
(1)
(20)
(1)
(8)
(2)
(11)
(8)
(1)
(1)
(1)
(4)
(1)
(1)
(7)
(1)
(1)
(8)
(1)
(2)
(1)
(2)
(14)
(1)
(1)
(2)
(20)
(7)
(2)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(3)
(1)
(1)
(2)
(11)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(3)
(2)
(1)
(8)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(3)
(1)
(1)
(3)
(2)
(1)
(1)
(1)
(2)
(6)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(3)
(2)
(1)
(1)
(3)
(1)
(1)
(3)
(3)
(2)
(7)
(1)
(2)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(2)
(2)
(2)
(10)
(2)
(6)
(2)
(4)
(2)
(3)
(3)
(4)
(2)
(12)
(2)
(2)
(3)
(19)
(3)
(4)
(6)
(14)
(5)
(10)
(3)
(5)
(4)
(30)
(2)
(5)
(3)
(2)
(6)
(6)
(3)
(2)
(3)
(4)
(5)
(2)
(4)
(3)
(4)
(29)
(2)
(5)
(23)
(16)
(4)
(2)
(5)
(3)
(8)
(2)
(5)
(2)
(4)
(18)
(3)
0 of 1000
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(12)
(2)
(3)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(6)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(11)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(11)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(3)
(10)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(4)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(5)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(3)
(4)
(5)
(3)
(3)
(3)
(4)
(3)
(4)
(3)
(3)
(4)
(4)
(4)
(3109)
0 of 1000
(2675)
(2)
(24)
(30)
(1)
(4)
(1)
(2508)
(1)
(118)
(16)
(4)
(28)
(5)
(56)
(142)
(372)
(76)
(261)
(89)
(98)
(557)
(236)
(2)
(3)
(4)
(1)
(7)
(514)
(1288)
(10)
(2)
(1)
(8)
(4)
(2986)
(2179)
(7)
(1)
(13)
(7)
(8)
(176)
(204)
(3)
(2)
(4)
(181)
(1)
(587)
(1)
(2)
(43)
(905)
(18)
(2)
(765)
(1)
(1)
(7)
(69)
(43)
(138)
(14)
(659)
(542)
(26)
(143)
(85)
(39)
(48)
(61)
(15)
(44)
(25)
(7)
(1715)
(135)
(4)
(2)
(1)
(374)
(1)
(497)
(8)
(5)
(18)
(3)
(33)
(3)
(1)
(147)
(5)
(68)
(5)
(193)
(19)
0 of 97
(4)
(17)
(111)
(15)
(21)
(269)
(23)
(13)
(3)
(397)
(429)
(11)
(79)
(36)
(9)
(41)
(3)
(8)
(4)
(16)
(17)
(5)
(1)
(3)
(5)
(6)
(73)
(2)
(20)
(44)
(35)
(92)
(22)
(22)
(47)
(18)
(113)
(3)
(18)
(9)
(13)
(4)
(11)
(1)
(10)
(38)
(3)
(9)
(17)
(10)
(24)
(12)
(9)
(24)
(2)
(10)
0 of 56
(456)
(3)
(14)
(173)
(887)
(392)
(40)
(2812)
(618)
(2)
(239)
(44)
(100)
(121)
(55)
(281)
(7)
(103)
(207)
(19)
(110)
(1)
(96)
(100)
(824)
(160)
(215)
(218)
(229)
(3)
(258)
(41)
(15)
(30)
(4)
(75)
(511)
(44)
(27)
(74)
(113)
(35)
0 of 42
(1)
(634)
(5715)
(1)
(6)
(6)
(301)
(19)
(2)
(2)
(208)
(38)
(1749)
(16)
(2)
(1739)
(78)
(4)
(36)
(138)
(1)
(5)
(3)
(36)
(1)
(890)
(10)
(5926)
(1)
(406)
(1)
(15)
(4)
(10)
(400)
(1)
(2)
(1268)
(8)
(713)
(1)
(8356)
(3410)
(294)
(1761)
(1)
(3)
(1002)
(83)
(1)
(32)
(1)
(190)
(1)
(189)
(2)
(23)
(2)
(5)
(1)
(282)
(280)
(5)
(33678)
(2)
(15)
(299)
(28)
(2)
(5)
(1)
(4)
(2)
(3)
(4)
(18)
(4)
(6)
(1013)
(6)
(1)
(910)
(87)
(820)
(2)
(407)
(4)
(3)
(133)
(4)
(12)
(1)
(2)
(1)
(60)
(5)
(6759)
(42)
(3)
(5765)
(116)
(1)
(13)
(238)
(1)
(47)
(1)
(3)
(4)
(2)
(16)
(14)
(421)
(279)
(1)
(330)
(293)
(31)
(17)
(174)
(2)
(72)
(1)
0 of 123
(3057)
(917)
(3720)
(342)
(449)
(354)
(835)
(3806)
(139)
(526)
(659)
(228)
(308)
(1503)
(1268)
(1018)
(540)
(635)
(269)
(447)
(1267)
(608)
(311)
(1660)
(505)
(246)
(370)
(730)
(2353)
(138)
(1042)
(144)
(411)
(370)
(376)
(306)
(605)
(532)
(233)
(1336)
(232)
(209)
(639)
(170)
(1004)
(146)
(297)
(187)
(139)
(195)
(160)
(429)
(227)
(252)
(161)
(358)
(324)
(351)
(205)
(368)
(472)
(1187)
(411)
(1077)
(176)
(222)
(247)
(254)
(1386)
(145)
(1895)
(647)
(202)
(150)
(231)
(151)
(242)
(296)
(148)
(381)
(236)
(157)
(156)
(146)
(176)
(522)
(189)
(501)
(166)
(1356)
(211)
(183)
(154)
(309)
(146)
(165)
(151)
(209)
(1008)
(341)
(149)
(502)
(187)
(248)
(144)
(1205)
(158)
(147)
(1273)
(277)
(138)
(159)
(156)
(241)
(140)
(140)
(237)
(195)
(297)
(255)
(612)
(184)
(167)
(1398)
(512)
(217)
(178)
(140)
(171)
(462)
(347)
(1037)
(186)
(456)
(264)
(294)
(422)
(594)
(403)
(177)
(356)
(158)
(484)
(257)
(413)
(534)
(199)
(141)
(143)
(376)
(673)
(198)
(539)
(319)
(385)
(196)
(212)
(694)
(383)
(230)
(259)
(301)
(1264)
(266)
(184)
(248)
(171)
(142)
(164)
(139)
(170)
(179)
(352)
(514)
(1340)
(183)
(150)
(248)
(149)
(459)
(403)
(289)
(740)
(154)
(162)
(207)
(147)
(349)
(234)
(329)
(235)
(241)
(1455)
(556)
(1443)
(294)
(303)
(1645)
(251)
(708)
(141)
(864)
(381)
(1283)
(151)
(157)
(189)
(511)
(430)
(197)
(208)
(341)
(255)
(143)
(248)
(262)
(182)
(145)
(166)
(170)
(1292)
(605)
(182)
(367)
(152)
(159)
(263)
(320)
(245)
(146)
(163)
(407)
(158)
(263)
(759)
(178)
(224)
(151)
(151)
(630)
(297)
(252)
(627)
(412)
(257)
(600)
(231)
(1088)
(461)
(562)
(228)
(162)
(530)
(1122)
(1944)
(172)
(446)
(228)
(212)
(242)
(238)
(266)
(922)
(230)
(207)
(503)
(181)
(193)
(165)
(150)
(790)
(293)
(182)
(147)
(390)
(292)
(283)
(962)
(316)
(395)
(167)
(831)
(539)
(417)
(269)
(252)
(255)
(773)
(206)
(144)
(188)
(170)
(176)
(200)
(4739)
(225)
(887)
(909)
(643)
(539)
(202)
(382)
(311)
(306)
(319)
(2117)
(203)
(292)
(170)
(238)
(220)
(2582)
(3844)
(1020)
(820)
(1345)
(176)
(2013)
(154)
(200)
(206)
(149)
(235)
(258)
(561)
(668)
(1774)
(667)
(1279)
(535)
(325)
(208)
(676)
(495)
(238)
(897)
(373)
(221)
(222)
(204)
(670)
(210)
(251)
(192)
(254)
(145)
(142)
(173)
(169)
(358)
(239)
(192)
(158)
(202)
(407)
(396)
(169)
(531)
(310)
(202)
(738)
(333)
(159)
(383)
(233)
(422)
(165)
(360)
(265)
(400)
(306)
(251)
(188)
(189)
(312)
(230)
(1053)
(773)
(184)
(159)
(195)
(376)
(217)
(1794)
(488)
(491)
(617)
(437)
(1096)
(1298)
(342)
(386)
(256)
(176)
(790)
(502)
(218)
(381)
(668)
(140)
(288)
(972)
(218)
(220)
(566)
(197)
(286)
(294)
(214)
(157)
(172)
(511)
(300)
(206)
(175)
(315)
(154)
(198)
(174)
(279)
(244)
(475)
(160)
(200)
(199)
(164)
(245)
(4694)
(214)
(153)
(156)
(226)
(194)
(227)
(428)
(204)
(576)
(142)
(248)
(442)
(215)
(358)
(473)
(506)
(159)
(188)
(202)
(262)
(171)
(252)
(949)
(215)
(181)
(195)
(307)
(180)
(395)
(444)
(149)
(215)
(314)
(565)
(406)
(348)
(655)
(150)
(7043)
(4694)
(2132)
(297)
(564)
(427)
(169)
(184)
(248)
(282)
(307)
(596)
(169)
(138)
(223)
(2391)
(323)
(1058)
(160)
(815)
(418)
(321)
(157)
(313)
(228)
(246)
(140)
(207)
(158)
(213)
(139)
(167)
(162)
(278)
(254)
(295)
(156)
(753)
(516)
(436)
(780)
(1115)
(255)
(675)
(658)
(161)
(231)
(158)
(445)
(242)
(283)
(213)
(385)
(351)
(267)
(292)
(275)
(144)
(163)
(284)
(148)
(256)
(1140)
(256)
(391)
(180)
(148)
(257)
(310)
(162)
(465)
(539)
(201)
(524)
(170)
(267)
(255)
(147)
(212)
(197)
(256)
(2622)
(230)
(185)
(888)
(147)
(373)
(283)
(270)
(235)
(181)
(165)
(620)
(149)
(140)
(154)
(175)
(174)
(606)
(239)
(165)
(140)
(159)
(542)
(308)
(168)
(166)
(928)
(175)
(178)
(772)
(630)
(2585)
(225)
(996)
(160)
(2420)
(190)
(232)
(166)
(534)
(538)
(419)
(443)
(362)
(153)
(1054)
(1105)
(284)
(340)
(540)
(183)
(487)
(799)
(970)
(281)
(146)
(159)
(245)
(468)
(925)
(1528)
(755)
(272)
(456)
(142)
(317)
(346)
(1279)
(192)
(211)
(192)
(163)
(306)
(291)
(175)
(5912)
(793)
(163)
(1476)
(2180)
(1706)
(706)
(1626)
(154)
(690)
(198)
(237)
(691)
(511)
(348)
(184)
(356)
(205)
(797)
(560)
(155)
(360)
(681)
(665)
(3598)
(1954)
(1795)
(606)
(287)
(234)
(779)
(173)
(202)
(152)
(1285)
(192)
(396)
(464)
(326)
(259)
(139)
(138)
(334)
(207)
(510)
(297)
(172)
(337)
(151)
(647)
(197)
(147)
(432)
(603)
(783)
(1072)
(1668)
(368)
(441)
(468)
(567)
(342)
(153)
(147)
(212)
(180)
(168)
(176)
(165)
(382)
(139)
(330)
(788)
(244)
(139)
(2237)
(206)
(160)
(205)
(332)
(141)
(251)
(167)
(182)
(795)
(1882)
(254)
(936)
(770)
(395)
(258)
(203)
(146)
(141)
(160)
(198)
(403)
(161)
(180)
(451)
(264)
(178)
(284)
(640)
(359)
(217)
(286)
(501)
(206)
(145)
(297)
(595)
(192)
(153)
(288)
(158)
(200)
(235)
(334)
(212)
(151)
(149)
(268)
(888)
(158)
(795)
(489)
(214)
(251)
(205)
(157)
(321)
(889)
(1260)
(197)
(262)
(477)
(689)
(338)
(345)
(222)
(197)
(399)
(372)
(172)
(179)
(193)
(403)
(349)
(283)
(438)
(872)
(597)
(808)
(339)
(820)
(2764)
(189)
(141)
(149)
(456)
(284)
(152)
(886)
(238)
(1381)
(755)
(509)
(207)
(331)
(265)
(242)
(217)
(420)
(435)
(181)
(274)
(259)
(139)
(274)
(177)
(187)
(863)
(424)
(452)
(934)
(240)
(156)
(346)
(202)
(1075)
(500)
(749)
(2982)
(393)
(151)
(213)
(193)
(200)
(755)
(2266)
(3408)
(257)
(489)
(2350)
(256)
(171)
(154)
(241)
(372)
(233)
(177)
(1045)
(182)
(210)
(193)
(2894)
(310)
(2134)
(3339)
(1485)
(158)
(2408)
(1326)
(1082)
(215)
(1102)
(358)
(805)
(1383)
(448)
(348)
(325)
(1464)
(310)
(745)
(191)
(146)
(142)
(309)
(414)
(616)
(199)
(233)
(164)
(232)
(210)
(860)
(219)
(352)
(449)
(325)
(257)
(303)
(254)
(339)
(713)
(414)
(147)
(216)
(263)
(226)
(194)
(240)
(177)
(298)
(580)
(201)
(629)
(484)
(246)
(589)
(209)
(327)
(696)
(3486)
(1123)
(298)
(934)
(198)
(193)
(139)
(1813)
(156)
(1275)
(489)
(258)
(305)
(237)
(157)
(258)
(262)
(144)
(139)
(285)
(475)
(885)
(415)
(353)
(206)
(152)
(287)
(138)
(1270)
(633)
(624)
(3803)
(286)
(210)
(3632)
(928)
(329)
(459)
(593)
(244)
(433)
(160)
(451)
(1675)
(733)
(613)
(311)
(468)
(144)
(411)
(151)
(1270)
(240)
(199)
(904)
(208)
(375)
(245)
(318)
(163)
(146)
(178)
(183)
(265)
(233)
(222)
(159)
(139)
(179)
(224)
(184)
(314)
(336)
(162)
(2991)
(1921)
(1555)
(144)
(3037)
(255)
(1869)
(236)
(1775)
(3135)
(2060)
(2126)
(180)
(914)
(4162)
(946)
(371)
(196)
(472)
(173)
(506)
(1577)
(247)
(169)
(431)
(308)
(625)
(588)
(336)
0 of 1000
(1)
(1)
(1)
0 of 3
Showing 1221 - 1240 of 82805 results
  • Characterizing Fire in Large Underground Ventilation Networks Using Machine Learning
    Characterizing Fire in Large Underground Ventilation Networks Using Machine Learning
    Bahrami D ;
    Xue Y
    2024/02/25 | Mining Publications
    Underground mine accidents, such as mine fires, remain a health and safety risk to mine workers. Researchers at the National Institute for Occupational Safety and Health (NIOSH) are developing a data-driven, predictive model for characterizing the location and size of unknown underground fires. This study examines applying a machine learning-based ...
    Public Domain
  • RealTime Dust Monitoring in Occupational Environments A Case Study on Using LowCost Dust Monitors for Enhanced Data Collection and Analysis
    Real-Time Dust Monitoring in Occupational Environments: A Case Study on Using Low-Cost Dust Monitors for Enhanced Data Collection and Analysis
    Cauda, Emanuele G. ;
    Patts J
    2024/02/25 | Mining Publications
    A worker's personal exposure to respirable dust in occupational environments has traditionally been monitored using established methodologies which entail the collection of an 8-hour representative sample that is sent away for laboratory analysis. While these methods are very accurate, they only provide information on the average exposure during a ...
    Public Domain
  • Ground Control Monitoring A Comprehensive Guide for Mine Operators on Instrumentation and Data Acquisition Currently Used by the National Institute for Occupational Safety and Health NIOSH
    Ground Control Monitoring: A Comprehensive Guide for Mine Operators on Instrumentation and Data Acquisition Currently Used by the National Institute for Occupational Safety and Health (NIOSH)
    Compton, Craig S. ;
    Mazzella M
    2024/02/25 | Mining Publications
    The National Institute for Occupational Safety and Health (NIOSH) is staffed with Engineers, Geologists, and Field Technicians conducting a variety of ground control research. The mission of the ground control teams within the Mine Systems Safety Branch (MSSB) is to eliminate ground failures leading to mineworker injuries and fatalities. Advancing ...
    Public Domain
  • Best Practices for Ensuring Safety in Field Studies A Comprehensive Guide for Mining Researchers and Operators
    Best Practices for Ensuring Safety in Field Studies: A Comprehensive Guide for Mining Researchers and Operators
    Compton, Craig S. ;
    McElhinney M
    2024/02/25 | Mining Publications
    In an effort to advance the science underlying ground control engineering, researchers with the National Institute for Occupational Safety and Health (NIOSH) are frequently involved in field studies at collaborating mines. Often, these field studies involve visiting the mine site, instrumentation installation, and data acquisition. Each of these as ...
    Public Domain
  • A Study on the Impact of InSeam Rock Partings on Coal Pillar Strength Based on Field Instrumentation and Numerical Modeling at the Maple Eagle Mine
    A Study on the Impact of In-Seam Rock Partings on Coal Pillar Strength Based on Field Instrumentation and Numerical Modeling at the Maple Eagle Mine
    Bright J ;
    Morris M
    2024/02/25 | Mining Publications
    In an effort to advance the science underlying modern coal pillar stability analysis, researchers at the National Institute for Occupational Safety and Health are currently involved in research aimed at better understanding the impact of an in-seam rock parting on the strength of coal pillars. The purpose of this study is to determine a suitable vi ...
    Public Domain
  • Principal Horizontal Stress Contributing to Massive Roof Collapse at the Subtropolis Mine
    Principal Horizontal Stress Contributing to Massive Roof Collapse at the Subtropolis Mine
    Evanek N ;
    Klemetti, Ted M.
    2024/02/25 | Mining Publications
    In 2015, the Subtropolis Mine in Petersburg, OH, experienced a massive ground collapse that continues to grow over time. Horizontal stress effects have affected the roof at this operation in the past and may have played a large role in this collapse. Horizontal stress can impact the roof and floor stability and endanger the health and safety of und ...
    Public Domain
  • Canopy Air Curtain to Reduce Diesel Particulate Matter Exposure for Underground Blasters
    Canopy Air Curtain to Reduce Diesel Particulate Matter Exposure for Underground Blasters
    Lee T ;
    Mischler, Steven E.
    2024/02/25 | Mining Publications
    Diesel-powered equipment is widely used in the underground mining industry and their popularity results from properties including efficiency, versatility, reliability, and durability. In the U.S. approximately 7,700 diesel engines were used in 177 underground metal and nonmetal mines as of 2005 [MSHA 2005], and these numbers have likely increased s ...
    Public Domain
  • An Integrated Method to Classify GroundFall Accidents and to Estimate GroundFall Trends in US Mines Using Machine Learning Algorithms
    An Integrated Method to Classify Ground-Fall Accidents and to Estimate Ground-Fall Trends in U.S. Mines Using Machine Learning Algorithms
    Brown C ;
    Khademian Z
    2024/02/25 | Mining Publications
    Ground falls in U.S. underground coal mines can lead to significant consequences, including loss of life, injuries, damaged equipment, and production stoppage. Improving the safety of the workplace is of utmost importance for mine workers and the U.S. economy. The Mine Safety and Health Administration (MSHA) accident/injury/illness dataset provides ...
    Public Domain
  • Quantifying the Texture of Coal Images with Different Lithotypes Through GrayLevel CoOccurrence Matrix
    Quantifying the Texture of Coal Images with Different Lithotypes Through Gray-Level Co-Occurrence Matrix
    Guner D ;
    Mohamed K
    2024/02/25 | Mining Publications
    The Coal Pillar Rib Rating (CPRR) technique has been developed to assist in rib support design in underground coal mines. One major challenge of the data collection process is the measurement of coal strengths in the field. Schmidt hammer has been verified as a useful tool to determine coal strength. An alternative approach is to obtain the represe ...
    Public Domain
  • NIOSH Gas Well Stability Research Investigation into the Causes of an Anomalous Shale Gas Well Casing Deformation at a Deep Longwall Mine
    NIOSH Gas Well Stability Research: Investigation into the Causes of an Anomalous Shale Gas Well Casing Deformation at a Deep Longwall Mine
    Su D ;
    Zhang P
    2024/02/25 | Mining Publications
    Following the first longwall excavation at a deep-cover gas well site, the pre-mining modeling prediction of longwall-induced casing deformations in the fully cemented production casing were in excellent agreement with post-mining Caliper survey results. However, after second panel mining, the post-mining Caliper survey revealed a large plastic def ...
    Public Domain
  • Estimating Air Blast Velocity Using Optical Flow Algorithm
    Estimating Air Blast Velocity Using Optical Flow Algorithm
    Gangrade V
    2024/02/25 | Mining Publications
    Large-opening underground stone mines pose significant ground control challenges, including the risk of massive pillar collapses. These collapses can result in dangerous air blasts characterized by tremendous force and high velocity. Estimating the velocity of these air blasts proves challenging due to the absence of accurate air velocity instrumen ...
    Public Domain
  • Concerns with the Environmental Susceptibility of Mine Utility Vehicle and RubberTired Mantrip LithiumIon Batteries
    Concerns with the Environmental Susceptibility of Mine Utility Vehicle and Rubber-Tired Mantrip Lithium-Ion Batteries
    Brown CB ;
    Yantek, David S.
    2024/02/25 | Mining Publications
    The mining industry is beginning to implement lithium-ion batteries (LIBs) to power mine utility vehicles (MUVs) and rubber-tired mantrips (RTMs). However, the ability of LIBs to withstand the harsh conditions for these applications has not been rigorously evaluated. Concerns with the use of LIBs in the mining environment will be discussed includin ...
    Public Domain
  • Enhancing Ventilation and Development Planning in Underground Stone Mines Insights from a CFDBased Study
    Enhancing Ventilation and Development Planning in Underground Stone Mines: Insights from a CFD-Based Study
    Addis J ;
    Gangrade V
    2024/02/25 | Mining Publications
    The National Institute for Occupational Safety and Health (NIOSH) conducted a ventilation assessment for a recently established underground room-and-pillar stone mine implementing split-mine ventilation. The primary objective was to examine the impact of the length of the in-place stone stoppings on face ventilation efficiency. These stone stopping ...
    Public Domain
  • Examining PullOut Tests for Grouted Rib Bolts A Comprehensive Analysis
    Examining Pull-Out Tests for Grouted Rib Bolts: A Comprehensive Analysis
    Guner D ;
    Kirmaci A
    2024/02/25 | Mining Publications
    Resin-grouted bolts serve as a crucial means of stabilizing yielded coal ribs in underground coal mines. A comprehensive investigation into their efficacy was undertaken by a collaborative effort between the National Institute for Occupational Safety and Health (NIOSH) and Missouri University of Science and Technology (MST). This study involved pul ...
    Public Domain
  • Analyzing the Effectiveness of Fire Suppression Systems to Extinguish a Fire on Mobile Mine Equipment Used in the Mining Industry
    Analyzing the Effectiveness of Fire Suppression Systems to Extinguish a Fire on Mobile Mine Equipment Used in the Mining Industry
    Bahrami D ;
    Rowland, James H. III
    2024/02/25 | Mining Publications
    To reduce the number of injuries resulting from fires on mobile, diesel-powered mine equipment, it is crucial to promptly suppress a fire once it is detected. The focus of this research was to determine the effectiveness of fire suppression agents. Large-scale tests were conducted using five different fire suppression systems based on: dry chemical ...
    Public Domain
  • Practical Application of Surfactants for Respirable Silica Dust Control
    Practical Application of Surfactants for Respirable Silica Dust Control
    Arnold BJ ;
    Reed R
    2024/02/25 | Mining Publications
    Respirable crystalline silica poses a significant health risk, with the American Lung Association estimating that 2.3 million workers are exposed to silica in the workplace. This includes mine workers as well as those in many other industries. Reducing dust formation is sometimes not possible so other methods to reduce exposure are critical. These ...
    Public Domain
  • NIOSH Miner Act Extramural Research for Silica Dust
    NIOSH Miner Act Extramural Research for Silica Dust
    Luxbacher GW ;
    Reed, William R.
    2024/02/25 | Mining Publications
    Mine worker exposure to respirable coal dust and silica dust can result in coal workers' pneumoconiosis and silicosis which are occupational respiratory diseases that have no cure and are ultimately fatal. In 2021 the Mine Safety and Health Administration reported just over 11,000 operating metal/nonmetal mines with the potential for silica dust ex ...
    Public Domain
  • Testing of Ground Truth Instruments for Use in Evaluating Haul Truck Collision Warning and Avoidance Systems
    Testing of Ground Truth Instruments for Use in Evaluating Haul Truck Collision Warning and Avoidance Systems
    Bickson, J. ;
    Zhou, Chenming
    2024/02/25 | Mining Publications
    Between 2005 and 2021, surface mining haul trucks were involved in 54 fatal incidents in the United States. Collision warning and avoidance systems (CXS) can help haul truck operators navigate their route safely. The evaluation of CXS object detection performance for surface mining haul trucks relies on the positional accuracy of the ground truth i ...
    Public Domain
  • Testing of Ground Truth Instruments for Use in Evaluating Haul Truck Collision Warning and Avoidance Systems
    Testing of Ground Truth Instruments for Use in Evaluating Haul Truck Collision Warning and Avoidance Systems
    Bickson, J. ;
    Zhou, Chenming
    2024/02/25 | Mining Publications
    ground truth points for comparison with GNSS data collected for static positional measurements and reduced-scale straight-line vehicle dynamic tests
    Public Domain
  • Lessons Learned From NearMiss Events Use of the Critical Decision Method to Identify Strategies to Improve Haul Truck Safety in Mining
    Lessons Learned From Near-Miss Events: Use of the Critical Decision Method to Identify Strategies to Improve Haul Truck Safety in Mining
    02/25/2024 | NIOSH
    Improve Haul Truck Safety in Mining
    Public Domain
1221 - 1240 / 82805