Thomas A. Neumann, Ph.D. - Publications

Affiliations: 
2003 University of Washington, Seattle, Seattle, WA 
Area:
Geophysics, Geochemistry

73 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Lu X, Hu Y, Omar A, Yang Y, Vaughan M, Lee Z, Neumann T, Trepte C, Getzewich B. Lidar attenuation coefficient in the global oceans: insights from ICESat-2 mission. Optics Express. 31: 29107-29118. PMID 37710717 DOI: 10.1364/OE.498053  0.428
2022 Khan SA, Colgan W, Neumann TA, van den Broeke MR, Brunt KM, Noël B, Bamber JL, Hassan J, Bjørk AA. Accelerating Ice Loss From Peripheral Glaciers in North Greenland. Geophysical Research Letters. 49: e2022GL098915. PMID 35865910 DOI: 10.1029/2022GL098915  0.469
2021 Magruder L, Neumann T, Kurtz N. ICESat-2 Early Mission Synopsis and Observatory Performance. Earth and Space Science (Hoboken, N.J.). 8: e2020EA001555. PMID 34268445 DOI: 10.1029/2020EA001555  0.446
2020 Smith B, Fricker HA, Gardner AS, Medley B, Nilsson J, Paolo FS, Holschuh N, Adusumilli S, Brunt K, Csatho B, Harbeck K, Markus T, Neumann T, Siegfried MR, Zwally HJ. Pervasive ice sheet mass loss reflects competing ocean and atmosphere processes. Science (New York, N.Y.). PMID 32354841 DOI: 10.1126/Science.Aaz5845  0.63
2020 Studinger M, Medley BC, Brunt KM, Casey KA, Kurtz NT, Manizade SS, Neumann TA, Overly TB. Temporal and spatial variability in surface roughness and accumulation rate around 88° S from repeat airborne geophysical surveys The Cryosphere Discussions. 1-25. DOI: 10.5194/Tc-2020-51  0.348
2020 Lampert A, Bärfuss K, Platis A, Siedersleben S, Djath B, Cañadillas B, Hunger R, Hankers R, Bitter M, Feuerle T, Schulz H, Rausch T, Angermann M, Schwithal A, Bange J, ... ... Neumann T, et al. In situ airborne measurements of atmospheric and sea surface parameters related to offshore wind parks in the German Bight Earth System Science Data. 12: 935-946. DOI: 10.5194/Essd-12-935-2020  0.335
2020 Petty AA, Kurtz NT, Kwok R, Markus T, Neumann TA. Winter Arctic Sea Ice Thickness From ICESat-2 Freeboards Journal of Geophysical Research. 125. DOI: 10.1029/2019Jc015764  0.636
2019 Neumann TA, Martino AJ, Markus T, Bae S, Bock MR, Brenner AC, Brunt KM, Cavanaugh J, Fernandes ST, Hancock DW, Harbeck K, Lee J, Kurtz NT, Luers PJ, Luthcke SB, et al. The Ice, Cloud, and Land Elevation Satellite - 2 Mission: A Global Geolocated Photon Product Derived From the Advanced Topographic Laser Altimeter System. Remote Sensing of Environment. 233. PMID 31708597 DOI: 10.1016/J.Rse.2019.111325  0.542
2019 Brunt KM, Neumann TA, Larsen CF. Assessment of altimetry using ground-based GPS data from the 88S Traverse, Antarctica, in support of ICESat-2 The Cryosphere. 13: 579-590. DOI: 10.5194/Tc-13-579-2019  0.369
2019 Sutterley TC, Markus T, Neumann TA, Broeke Mvd, Wessem JMv, Ligtenberg SRM. Antarctic ice shelf thickness change from multimission lidar mapping The Cryosphere. 13: 1801-1817. DOI: 10.5194/Tc-13-1801-2019  0.658
2019 Lampert A, Bärfuss K, Platis A, Siedersleben S, Djath B, Cañadillas B, Hankers R, Bitter M, Feuerle T, Schulz H, Rausch T, Angermann M, Schwithal A, Bange J, Schulz-Stellenfleth J, ... Neumann T, et al. In-situ airborne measurements of atmospheric and sea surfaceparameters related to offshore wind parks in the German Bight Earth System Science Data Discussions. 1-21. DOI: 10.5194/Essd-2019-214  0.331
2019 Crawford CJ, van den Bosch J, Brunt KM, Hom MG, Cooper JW, Harding DJ, Butler JJ, Dabney PW, Neumann TA, Cleckner CS, Markus T. Radiometric calibration of a non-imaging airborne spectrometer to measure the Greenland ice sheet surface Atmospheric Measurement Techniques. 12: 1913-1933. DOI: 10.5194/Amt-12-1913-2019  0.554
2019 Greeley AP, Neumann TA, Kurtz NT, Markus T, Martino AJ. Characterizing the System Impulse Response Function From Photon-Counting LiDAR Data Ieee Transactions On Geoscience and Remote Sensing. 57: 6542-6551. DOI: 10.1109/Tgrs.2019.2907230  0.364
2019 Kwok R, Markus T, Kurtz NT, Petty AA, Neumann TA, Farrell SL, Cunningham GF, Hancock DW, Ivanoff A, Wimert JT. Surface Height and Sea Ice Freeboard of the Arctic Ocean From ICESat‐2: Characteristics and Early Results Journal of Geophysical Research. 124: 6942-6959. DOI: 10.1029/2019Jc015486  0.607
2019 Brunt KM, Neumann TA, Smith BE. Assessment of ICESat‐2 Ice Sheet Surface Heights, Based on Comparisons Over the Interior of the Antarctic Ice Sheet Geophysical Research Letters. 46: 13072-13078. DOI: 10.1029/2019Gl084886  0.615
2019 Magruder L, Neumann T, Fricker H, Farrell S, Brunt K, Gardner A, Hancock D, Harbeck K, Jasinski M, Kwok R, Kurtz N, Lee J, Markus T, Morison J, Neuenschwander A, et al. New Earth Orbiter Provides a Sharper Look at a Changing Planet Eos. 100. DOI: 10.1029/2019Eo133233  0.497
2019 Smith B, Fricker HA, Holschuh N, Gardner AS, Adusumilli S, Brunt KM, Csatho B, Harbeck K, Huth A, Neumann T, Nilsson J, Siegfried MR. Land ice height-retrieval algorithm for NASA's ICESat-2 photon-counting laser altimeter Remote Sensing of Environment. 233: 111352. DOI: 10.1016/J.Rse.2019.111352  0.588
2018 Siedersleben SK, Platis A, Lundquist JK, Lampert A, Bärfuss K, Cañadillas B, Djath B, Schulz-Stellenfleth J, Bange J, Neumann T, Emeis S. Evaluation of a Wind Farm Parametrization for Mesoscale Atmospheric Flow Models with Aircraft Measurements Meteorologische Zeitschrift. 27: 401-415. DOI: 10.1127/Metz/2018/0900  0.31
2018 Andrews LC, Hoffman MJ, Neumann TA, Catania GA, Lüthi MP, Hawley RL, Schild KM, Ryser C, Morriss BF. Seasonal Evolution of the Subglacial Hydrologic System Modified by Supraglacial Lake Drainage in Western Greenland Journal of Geophysical Research: Earth Surface. 123: 1479-1496. DOI: 10.1029/2017Jf004585  0.791
2018 Graly JA, Corbett LB, Bierman PR, Lini A, Neumann TA. Meteoric 10Be as a tracer of subglacial processes and interglacial surface exposure in Greenland Quaternary Science Reviews. 191: 118-131. DOI: 10.1016/J.Quascirev.2018.05.009  0.556
2018 Casasanto VA, Campbell B, Manrique A, Ramsayer K, Markus T, Neumann T. Lasers, penguins, and polar bears: Novel outreach and education approaches for NASA's ICESat-2 mission Acta Astronautica. 148: 396-402. DOI: 10.1016/J.Actaastro.2018.04.011  0.49
2018 Medley B, McConnell JR, Neumann TA, Reijmer CH, Chellman N, Sigl M, Kipfstuhl S. Temperature and Snowfall in Western Queen Maud Land Increasing Faster Than Climate Model Projections Geophysical Research Letters. 45: 1472-1480. DOI: 10.1002/2017Gl075992  0.46
2018 Hoffman MJ, Perego M, Andrews LC, Price SF, Neumann TA, Johnson JV, Catania G, Lüthi MP. Widespread Moulin Formation During Supraglacial Lake Drainages in Greenland Geophysical Research Letters. 45: 778-788. DOI: 10.1002/2017Gl075659  0.363
2017 Price SF, Hoffman MJ, Bonin JA, Howat IM, Neumann T, Saba J, Tezaur I, Guerber J, Chambers DP, Evans KJ, Kennedy JH, Lenaerts J, Lipscomb WH, Perego M, Salinger AG, et al. An ice sheet model validation framework for the Greenland ice sheet. Geoscientific Model Development. 10: 255-270. PMID 29697704 DOI: 10.5194/Gmd-10-255-2017  0.546
2017 Hoffman MJ, Andrews LC, Price SF, Catania GA, Neumann TA, Lüthi MP, Gulley J, Ryser C, Hawley RL, Morriss B. Corrigendum: Greenland subglacial drainage evolution regulated by weakly connected regions of the bed. Nature Communications. 8: 14501. PMID 28169299 DOI: 10.1038/Ncomms14501  0.583
2017 Brunt KM, Hawley RL, Lutz ER, Studinger M, Sonntag JG, Hofton MA, Andrews LC, Neumann TA. Assessment of NASA airborne laser altimetry data using ground-based GPS data near Summit Station, Greenland The Cryosphere. 11: 681-692. DOI: 10.5194/Tc-11-681-2017  0.706
2017 Foreman RJ, Cañadillas B, Neumann T, Emeis S. Measurements of heat and humidity fluxes in the wake of offshore wind turbines Journal of Renewable and Sustainable Energy. 9: 53304. DOI: 10.1063/1.5003811  0.338
2017 Markus T, Neumann T, Martino A, Abdalati W, Brunt K, Csatho B, Farrell S, Fricker H, Gardner A, Harding D, Jasinski M, Kwok R, Magruder L, Lubin D, Luthcke S, et al. The Ice, Cloud, and land Elevation Satellite-2 (ICESat-2): Science requirements, concept, and implementation Remote Sensing of Environment. 190: 260-273. DOI: 10.1016/J.Rse.2016.12.029  0.627
2016 Hoffman MJ, Andrews LC, Price SA, Catania GA, Neumann TA, Lüthi MP, Gulley J, Ryser C, Hawley RL, Morriss B. Greenland subglacial drainage evolution regulated by weakly connected regions of the bed. Nature Communications. 7: 13903. PMID 27991518 DOI: 10.1038/Ncomms13903  0.77
2016 Brunt KM, Neumann TA, Amundson JM, Kavanaugh JL, Moussavi MS, Walsh KM, Cook WB, Markus T. MABEL photon-counting laser altimetry data in Alaska for ICESat-2 simulations and development Cryosphere. 10: 1707-1719. DOI: 10.5194/Tc-10-1707-2016  0.504
2016 Brown ME, Arias SD, Neumann T, Jasinski MF, Posey P, Babonis G, Glenn NF, Birkett CM, Escobar VM, Markus T. Applications for ICESat-2 Data: From NASA's Early Adopter Program Ieee Geoscience and Remote Sensing Magazine. 4: 24-37. DOI: 10.1109/Mgrs.2016.2560759  0.398
2016 Koutnik MR, Fudge TJ, Conway H, Waddington ED, Neumann TA, Cuffey KM, Buizert C, Taylor KC. Holocene accumulation and ice flow near the West Antarctic Ice Sheet Divide ice core site Journal of Geophysical Research F: Earth Surface. DOI: 10.1002/2015Jf003668  0.806
2015 Lüthi MP, Ryser C, Andrews LC, Catania GA, Funk M, Hawley RL, Hoffman MJ, Neumann TA. Heat sources within the Greenland Ice Sheet: Dissipation, temperate paleo-firn and cryo-hydrologic warming Cryosphere. 9: 245-253. DOI: 10.5194/Tc-9-245-2015  0.765
2014 Andrews LC, Catania GA, Hoffman MJ, Gulley JD, Lüthi MP, Ryser C, Hawley RL, Neumann TA. Direct observations of evolving subglacial drainage beneath the Greenland Ice Sheet. Nature. 514: 80-3. PMID 25279921 DOI: 10.1038/Nature13796  0.788
2014 McConnell JR, Maselli OJ, Sigl M, Vallelonga P, Neumann T, Anschütz H, Bales RC, Curran MA, Das SB, Edwards R, Kipfstuhl S, Layman L, Thomas ER. Antarctic-wide array of high-resolution ice core records reveals pervasive lead pollution began in 1889 and persists today. Scientific Reports. 4: 5848. PMID 25068819 DOI: 10.1038/Srep05848  0.429
2014 Bierman PR, Corbett LB, Graly JA, Neumann TA, Lini A, Crosby BT, Rood DH. Preservation of a preglacial landscape under the center of the Greenland Ice Sheet. Science (New York, N.Y.). 344: 402-5. PMID 24763587 DOI: 10.1126/Science.1249047  0.618
2014 Kotilainen AT, Arppe L, Dobosz S, Jansen E, Kabel K, Karhu J, Kotilainen MM, Kuijpers A, Lougheed BC, Meier HE, Moros M, Neumann T, Porsche C, Poulsen N, Rasmussen P, et al. Echoes from the past: a healthy Baltic Sea requires more effort. Ambio. 43: 60-8. PMID 24414805 DOI: 10.1007/s13280-013-0477-4  0.367
2014 Lüthi MP, Ryser C, Andrews LC, Catania GA, Funk M, Hawley RL, Hoffman MJ, Neumann TA. Excess heat in the Greenland Ice Sheet: dissipation, temperate paleo-firn and cryo-hydrologic warming The Cryosphere Discussions. 8: 5169-5193. DOI: 10.5194/Tcd-8-5169-2014  0.753
2014 Ryser C, L͡hi MP, Andrews LC, Hoffman MJ, Catania GA, Hawley RL, Neumann TA, Kristensen SS. Sustained high basal motion of the Greenland ice sheet revealed by borehole deformation Journal of Glaciology. 60: 647-660. DOI: 10.3189/2014Jog13J196  0.781
2014 Casey KA, Fudge TJ, Neumann TA, Steig EJ, Cavitte MGP, Blankenship DD. The 1500m South Pole ice core: Recovering a 40 ka environmental record Annals of Glaciology. 55: 137-146. DOI: 10.3189/2014Aog68A016  0.831
2014 Kwok R, Markus T, Morison J, Palm SP, Neumann TA, Brunt KM, Cook WB, Hancock DW, Cunningham GF. Profiling sea ice with a multiple altimeter beam experimental lidar (MABEL) Journal of Atmospheric and Oceanic Technology. 31: 1151-1168. DOI: 10.1175/Jtech-D-13-00120.1  0.606
2014 Herzfeld UC, McDonald BW, Wallin BF, Neumann TA, Markus T, Brenner A, Field C. Algorithm for detection of ground and canopy cover in micropulse photon-counting lidar altimeter data in preparation for the ICESat-2 mission Ieee Transactions On Geoscience and Remote Sensing. 52: 2109-2125. DOI: 10.1109/Tgrs.2013.2258350  0.502
2014 Brunt KM, Neumann TA, Walsh KM, Markus T. Determination of local slope on the Greenland ice sheet using a multibeam photon-counting lidar in preparation for the ICESat-2 mission Ieee Geoscience and Remote Sensing Letters. 11: 935-939. DOI: 10.1109/Lgrs.2013.2282217  0.481
2014 Ryser C, Lüthi MP, Andrews LC, Catania GA, Funk M, Hawley R, Hoffman M, Neumann TA. Caterpillar-like icemotion in the ablation zone of the Greenland ice sheet Journal of Geophysical Research F: Earth Surface. 119: 2258-2271. DOI: 10.1002/2013Jf003067  0.794
2013 Morriss BF, Hawley RL, Chipman JW, Andrews LC, Catania GA, Hoffman MJ, Lüthi MP, Neumann TA. A ten-year record of supraglacial lake evolution and rapid drainage in West Greenland using an automated processing algorithm for multispectral imagery Cryosphere. 7: 1869-1877. DOI: 10.5194/Tc-7-1869-2013  0.738
2013 Mcgill M, Markus T, Scott SS, Neumann T. The multiple altimeter beam experimental lidar (MABEL): An airborne simulator for the ICESat-2 mission Journal of Atmospheric and Oceanic Technology. 30: 345-352. DOI: 10.1175/Jtech-D-12-00076.1  0.378
2013 Corbett LB, Bierman PR, Graly JA, Neumann TA, Rood DH. Constraining landscape history and glacial erosivity using paired cosmogenic nuclides in upernavik, northwest greenland Bulletin of the Geological Society of America. 125: 1539-1553. DOI: 10.1130/B30813.1  0.459
2013 Kohler J, Neumann TA, Robbins JW, Tronstad S, Melland G. ICESat elevations in antarctica along the 2007-09 Norway-USA traverse: Validation with ground-based GPS Ieee Transactions On Geoscience and Remote Sensing. 51: 1578-1587. DOI: 10.1109/Tgrs.2012.2207963  0.392
2013 Steig EJ, Ding Q, White JWC, Küttel M, Rupper SB, Neumann TA, Neff PD, Gallant AJE, Mayewski PA, Taylor KC, Hoffmann G, Dixon DA, Schoenemann SW, Markle BR, Fudge TJ, et al. Recent climate and ice-sheet changes in West Antarctica compared with the past 2,000 years Nature Geoscience. 6: 372-375. DOI: 10.1038/Ngeo1778  0.785
2012 Bisiaux MM, Edwards R, McConnell JR, Curran MAJ, Van Ommen TD, Smith AM, Neumann TA, Pasteris DR, Penner JE, Taylor K. Changes in black carbon deposition to Antarctica from two high-resolution ice core records, 1850-2000 AD Atmospheric Chemistry and Physics. 12: 4107-4115. DOI: 10.5194/Acp-12-4107-2012  0.593
2012 Bisiaux MM, Edwards R, McConnell JR, Albert MR, Anschütz H, Neumann TA, Isaksson E, Penner JE. Variability of black carbon deposition to the East Antarctic Plateau, 1800-2000 AD Atmospheric Chemistry and Physics. 12: 3799-3808. DOI: 10.5194/Acp-12-3799-2012  0.569
2012 Scambos TA, Frezzotti M, Haran T, Bohlander J, Lenaerts JTM, Van Den Broeke MR, Jezek K, Long D, Urbini S, Farness K, Neumann T, Albert M, Winther JG. Extent of low-accumulation 'wind glaze' areas on the East Antarctic plateau: Implications for continental ice mass balance Journal of Glaciology. 58: 633-647. DOI: 10.3189/2012Jog11J232  0.472
2011 Bisiaux MM, Edwards R, McConnell JR, Curran MAJ, Van Ommen TD, Smith AM, Neumann TA, Pasteris DR, Penner JE, Taylor K. Large scale changes in 20th century black carbon deposition to Antarctica Atmospheric Chemistry and Physics Discussions. 11: 27815-27831. DOI: 10.5194/Acpd-11-27815-2011  0.544
2011 Jay Zwally H, Li J, Brenner AC, Beckley M, Cornejo HG, Marzio JD, Giovinetto MB, Neumann TA, Robbins J, Saba JL, Yi D, Wang W. Greenland ice sheet mass balance: Distribution of increased mass loss with climate warming; 2003-07 versus 1992-2002 Journal of Glaciology. 57: 88-102. DOI: 10.3189/002214311795306682  0.544
2011 Anschütz H, Sinisalo A, Isaksson E, McConnell JR, Hamran SE, Bisiaux MM, Pasteris D, Neumann TA, Winther JG. Variation of accumulation rates over the last eight centuries on the East Antarctic Plateau derived from volcanic signals in ice cores Journal of Geophysical Research Atmospheres. 116. DOI: 10.1029/2011Jd015753  0.534
2011 Hoffman MJ, Catania GA, Neumann TA, Andrews LC, Rumrill JA. Links between acceleration, melting, and supraglacial lake drainage of the western Greenland Ice Sheet Journal of Geophysical Research: Earth Surface. 116. DOI: 10.1029/2010Jf001934  0.617
2011 Langley K, Kohler J, Matsuoka K, Sinisalo A, Scambos T, Neumann T, Muto A, Winther JG, Albert M. Recovery Lakes, East Antarctica: Radar assessment of sub-glacial water extent Geophysical Research Letters. 38. DOI: 10.1029/2010Gl046094  0.533
2011 Corbett LB, Young NE, Bierman PR, Briner JP, Neumann TA, Rood DH, Graly JA. Paired bedrock and boulder 10Be concentrations resulting from early Holocene ice retreat near Jakobshavn Isfjord, western Greenland Quaternary Science Reviews. 30: 1739-1749. DOI: 10.1016/J.Quascirev.2011.04.001  0.601
2010 Catania GA, Neumann TA. Persistent englacial drainage features in the Greenland Ice Sheet Geophysical Research Letters. 37. DOI: 10.1029/2009Gl041108  0.634
2009 Neumann TA, Albert MR, Engel C, Courville Z, Perron F. Sublimation rate and the mass-transfer coefficient for snow sublimation International Journal of Heat and Mass Transfer. 52: 309-315. DOI: 10.1016/J.Ijheatmasstransfer.2008.06.003  0.491
2008 Neumann TA, Albert MR, Lomonaco R, Engel C, Courville Z, Perron F. Experimental determination of snow sublimation rate and stable-isotopic exchange Annals of Glaciology. 49: 1-6. DOI: 10.3189/172756408787814825  0.485
2008 Catania GA, Neumann TA, Price SF. Characterizing englacial drainage in the ablation zone of the Greenland ice sheet Journal of Glaciology. 54: 567-578. DOI: 10.3189/002214308786570854  0.613
2008 Price SF, Payne AJ, Catania GA, Neumann TA. Seasonal acceleration of inland ice via longitudinal coupling to marginal ice Journal of Glaciology. 54: 213-219. DOI: 10.3189/002214308784886117  0.65
2008 Neumann TA, Conways H, Price SF, Waddington ED, Catania GA, Morse DL. Holocene accumulation and ice sheet dynamics in central West Antarctica Journal of Geophysical Research: Earth Surface. 113. DOI: 10.1029/2007Jf000764  0.77
2007 Waddington ED, Neumann TA, Koutnik MR, Marshall HP, Morse DL. Inference of accumulation-rate patterns from deep layers in glaciers and ice sheets Journal of Glaciology. 53: 694-712. DOI: 10.3189/002214307784409351  0.808
2006 Yang M, Yao T, Gou X, Wang H, Neumann T. Wavelet analysis reveals periodic oscillations in a 1700 year ice-core record from Guliya, China Annals of Glaciology. 43: 132-136. DOI: 10.3189/172756406781812375  0.572
2005 Raymond C, Neumann TA, Rignot E, Echelmeyer K, Rivera A, Casassa G. Retreat of Glaciar Tyndall, Patagonia, over the last half-century Journal of Glaciology. 51: 239-247. DOI: 10.3189/172756505781829476  0.567
2005 Neumann TA, Waddington ED, Steig EJ, Grootes PM. Non-climate influences on stable isotopes at Taylor Mouth, Antarctica Journal of Glaciology. 51: 248-258. DOI: 10.3189/172756505781829331  0.746
2004 Neumann TA, Waddington ED. Effects of firn ventilation on isotopic exchange Journal of Glaciology. 50: 183-192. DOI: 10.3189/172756504781830150  0.633
2004 Fountain AG, Neumann TA, Glenn PL, Chinn T. Can climate warming induce glacier advance in Taylor Valley, Antarctica? Journal of Glaciology. 50: 556-564. DOI: 10.3189/172756504781829701  0.537
2002 Waddington ED, Steig EJ, Neumann TA. Using characteristic times to assess whether stable isotopes in polar snow can be reversibly deposited Annals of Glaciology. 35: 118-124. DOI: 10.3189/172756402781817004  0.776
2002 Morse DL, Blankenship DD, Waddington ED, Neumann TA. A site for deep ice coring in West Antarctica: Results from aerogeophysical surveys and thermo-kinematic modeling Annals of Glaciology. 35: 36-44. DOI: 10.3189/172756402781816636  0.758
1999 Morse DL, Waddington ED, Marshall HP, Neumann TA, Steig EJ, Dibb JE, Winebrenner DP, Arthern RJ. Accumulation rate measurements at Taylor Dome, East Antarctica: Techniques and strategies for mass balance measurements in polar environments Geografiska Annaler, Series a: Physical Geography. 81: 683-694. DOI: 10.1111/1468-0459.00106  0.718
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