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Data Publisher for Earth & Environmental Science

Carlsen, Tim; Birnbaum, Gerit; Ehrlich, André; Helm, Veit; Jäkel, Evelyn; Schäfer, Michael; Wendisch, Manfred (2020): Hemispherical-directional reflectance factor (HDRF) of snow surfaces retrieved from airborne camera measurements in Antarctica during austral summer in 2013/14 (flight ANT_1312282902) [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.921697, In: Carlsen, T et al. (2020): Hemispherical-directional reflectance factor (HDRF) of snow surfaces retrieved from airborne camera measurements in Antarctica during austral summer in 2013/14 [dataset publication series]. PANGAEA, https://doi.org/10.1594/PANGAEA.921707

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

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Keyword(s):
anisotropy; BRDF; camera observations; HDRF; reflectance; remote sensing; snow; snow grain size; snow surface roughness
Funding:
German Research Foundation (DFG), grant/award no. 5472008: Priority Programme 1158 Antarctic Research with Comparable Investigations in Arctic Sea Ice Areas
Coverage:
Median Latitude: -74.841320 * Median Longitude: 1.629914 * South-bound Latitude: -75.049499 * West-bound Longitude: -0.049928 * North-bound Latitude: -74.462813 * East-bound Longitude: 2.644043
Date/Time Start: 2013-12-28T10:41:00 * Date/Time End: 2013-12-28T12:11:00
Minimum HEIGHT above ground: 66.1115173 m * Maximum HEIGHT above ground: 300.3872982 m
Event(s):
ANT_1312282902 * Latitude Start: -75.000950 * Longitude Start: 0.061820 * Latitude End: -75.000960 * Longitude End: 0.061920 * Date/Time Start: 2013-12-28T10:41:00 * Date/Time End: 2013-12-28T12:11:00 * Campaign: ANT_2013/14 (P6-189_ANTR_2013_2014, VELMAP_2013, FIL2013) * Basis: POLAR 6 * Method/Device: Aircraft (AC)
Comment:
Missing data: -9.0
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
Date/Time of eventDate/Time
Time in secondsTimesCarlsen, Timsecond of day
LONGITUDELongitudeCarlsen, TimInternal Navigation SystemGeocode
LATITUDELatitudeCarlsen, TimInternal Navigation SystemGeocode
HEIGHT above groundHeightmCarlsen, TimInternal Navigation SystemGeocode
Surface elevationSurf elevmHelm, VeitAirborne Laserscanner (ALS) RIEGL VQ580
Aircraft velocityAircraft velm/sCarlsen, Tim
Footprint sizeFootprintmCarlsen, TimCalculatedradius of disc in m
FlagFlagCarlsen, Timaircraft attitude (0=okay, 1=do not use)
10 Solar zenith angleSZAdegCarlsen, TimCalculated
11 Specific surface area, snowSSA snowm2/kgCarlsen, TimSpectral modular airborne radiation measurement system (SMART)
12 Surface roughnessRoughnessmHelm, VeitAirborne Laserscanner (ALS) RIEGL VQ580
13 Weight functionWeightCarlsen, TimDigital cameraf_iso Channel 0 (602 nm)
14 Weight functionWeightCarlsen, TimDigital cameraf_vol Channel 0 (602 nm)
15 Weight functionWeightCarlsen, TimDigital cameraf_geo Channel 0 (602 nm)
16 Root mean square errorRMSCarlsen, TimCalculatedRMSE Channel 0 (602 nm)
17 Weight of determinationWoDCarlsen, TimCalculatedWoD f_iso Channel 0 (602 nm)
18 Weight of determinationWoDCarlsen, TimCalculatedWoD f_vol Channel 0 (602 nm)
19 Weight of determinationWoDCarlsen, TimCalculatedWoD f_geo Channel 0 (602 nm)
20 Weight functionWeightCarlsen, TimDigital cameraf_iso Channel 1 (538 nm)
21 Weight functionWeightCarlsen, TimDigital cameraf_vol Channel 1 (538 nm)
22 Weight functionWeightCarlsen, TimDigital cameraf_geo Channel 1 (538 nm)
23 Root mean square errorRMSCarlsen, TimCalculatedRMSE Channel 1 (538 nm)
24 Weight of determinationWoDCarlsen, TimCalculatedWoD f_iso Channel 1 (538 nm)
25 Weight of determinationWoDCarlsen, TimCalculatedWoD f_vol Channel 1 (538 nm)
26 Weight of determinationWoDCarlsen, TimCalculatedWoD f_geo Channel 1 (538 nm)
27 Weight functionWeightCarlsen, TimDigital cameraf_iso Channel 2 (470 nm)
28 Weight functionWeightCarlsen, TimDigital cameraf_vol Channel 2 (470 nm)
29 Weight functionWeightCarlsen, TimDigital cameraf_geo Channel 2 (470 nm)
30 Root mean square errorRMSCarlsen, TimCalculatedRMSE Channel 2 (470 nm)
31 Weight of determinationWoDCarlsen, TimCalculatedWoD f_iso Channel 2 (470 nm)
32 Weight of determinationWoDCarlsen, TimCalculatedWoD f_vol Channel 2 (470 nm)
33 Weight of determinationWoDCarlsen, TimCalculatedWoD f_geo Channel 2 (470 nm)
34 Number of observationsNOBS#Carlsen, TimHDRF pictures used for averaging
35 Number of observationsNOBS#Carlsen, TimSSA measurements used for averaging
36 Number of observationsNOBS#Carlsen, TimALS measurements used for averaging
Size:
3808 data points

Data

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


Date/Time

Time [s]
(second of day)

Longitude
(Internal Navigation System)

Latitude
(Internal Navigation System)

Height [m]
(Internal Navigation System)

Surf elev [m]
(Airborne Laserscanner (ALS) R...)

Aircraft vel [m/s]

Footprint [m]
(radius of disc in m, Calculated)

Flag
(aircraft attitude (0=okay, 1=...)
10 
SZA [deg]
(Calculated)
11 
SSA snow [m2/kg]
(Spectral modular airborne rad...)
12 
Roughness [m]
(Airborne Laserscanner (ALS) R...)
13 
Weight
(f_iso Channel 0 (602 nm), Dig...)
14 
Weight
(f_vol Channel 0 (602 nm), Dig...)
15 
Weight
(f_geo Channel 0 (602 nm), Dig...)
16 
RMS
(RMSE Channel 0 (602 nm), Calc...)
17 
WoD
(WoD f_iso Channel 0 (602 nm),...)
18 
WoD
(WoD f_vol Channel 0 (602 nm),...)
19 
WoD
(WoD f_geo Channel 0 (602 nm),...)
20 
Weight
(f_iso Channel 1 (538 nm), Dig...)
21 
Weight
(f_vol Channel 1 (538 nm), Dig...)
22 
Weight
(f_geo Channel 1 (538 nm), Dig...)
23 
RMS
(RMSE Channel 1 (538 nm), Calc...)
24 
WoD
(WoD f_iso Channel 1 (538 nm),...)
25 
WoD
(WoD f_vol Channel 1 (538 nm),...)
26 
WoD
(WoD f_geo Channel 1 (538 nm),...)
27 
Weight
(f_iso Channel 2 (470 nm), Dig...)
28 
Weight
(f_vol Channel 2 (470 nm), Dig...)
29 
Weight
(f_geo Channel 2 (470 nm), Dig...)
30 
RMS
(RMSE Channel 2 (470 nm), Calc...)
31 
WoD
(WoD f_iso Channel 2 (470 nm),...)
32 
WoD
(WoD f_vol Channel 2 (470 nm),...)
33 
WoD
(WoD f_geo Channel 2 (470 nm),...)
34 
NOBS [#]
(HDRF pictures used for averaging)
35 
NOBS [#]
(SSA measurements used for ave...)
36 
NOBS [#]
(ALS measurements used for ave...)
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2013-12-2839611-0.0463773-74.9855709132.02226072890.700307177.46248291678.2468244152.292194230.92556280.02972650.98938660.34249410.02500960.08155060.00000470.00004770.00000041.06606280.35195560.02522970.07696620.00000550.00005510.00000051.11642870.35763930.02352550.06919050.00000610.00006080.00000064422
2013-12-2839641-0.0499281-75.0040639102.93148372890.665136370.84374791221.3474284152.299567030.58617300.03303171.00680620.25109470.02421760.06505460.00000440.00005120.00000041.08383830.25914170.02455670.06088330.00000510.00005920.00000041.13856350.27492240.02441060.05684340.00000570.00006590.00000053412
2013-12-28396710.0085079-75.004234379.33814542891.591853167.49711791259.9145858152.286068932.53294180.03138001.02212280.30165580.02568700.05699080.00000530.00005070.00000051.09891540.31098270.02634030.05365130.00000620.00005830.00000061.14766440.32508440.02477320.04821490.00000690.00006430.00000073352
2013-12-28397010.0884994-75.001490388.11903782892.441804270.42311281133.5561219152.266368430.34134790.07858301.05253540.31048280.02685660.04919970.00000610.00005730.00000061.13002080.32126400.02766840.04692090.00000700.00006570.00000071.17751390.33810240.02597350.04216770.00000780.00007210.00000083423
2013-12-28397310.1579038-75.001258990.97560612894.039658572.91357291172.1706736052.251997430.51808070.02722101.03714970.31483600.02809390.04283840.00000640.00005970.00000071.11610180.32263150.02890970.04077600.00000740.00006870.00000081.16491570.33665270.02707250.03572570.00000820.00007560.00000093422
2013-12-28397610.2297336-75.001430580.42116152896.905360475.9137093911.5735181052.238001331.79209300.02851371.02064630.29440270.02709810.04425210.00000580.00005920.00000061.09681160.30151350.02768680.04180040.00000670.00006800.00000071.14567090.31728280.02626630.03702740.00000740.00007490.00000082362
2013-12-28397910.2985656-75.001945576.21262372900.318093176.48453571120.5842698052.225352032.37077310.02847300.99823730.28867110.02663660.04316080.00000570.00005770.00000061.07284630.29622670.02724610.04085000.00000660.00006630.00000071.11973780.31132740.02570170.03601700.00000740.00007300.00000083402
2013-12-28398210.3825938-75.002459268.95504602902.245639974.97678271066.3795444052.209931533.47428270.02909971.03794330.31280870.02905980.04568870.00000620.00006180.00000061.11557590.32142590.02980790.04329730.00000720.00007110.00000071.16407100.33668040.02807900.03833140.00000800.00007820.00000083303
2013-12-28398510.4542512-75.003145970.50839102903.640674373.17185811058.3832606052.196998433.95399900.02554191.02970700.29857060.02835310.04386320.00000610.00006240.00000061.10654820.30659740.02908740.04159100.00000710.00007170.00000071.15423230.32278420.02742010.03685120.00000790.00007890.00000083422
2013-12-28398810.5347027-75.003774066.11151732905.177205372.16772001024.4466836052.182387432.46183420.02497911.07200880.32098500.03115100.04551240.00000680.00006760.00000071.15195670.32927180.03195410.04324100.00000780.00007760.00000081.20157600.34572160.03008230.03830960.00000870.00008540.00000093422
2013-12-28399110.6138101-75.003917769.09475412907.237312971.03005341244.1455979052.167638833.07017020.02808571.03503790.31272350.03043730.04627090.00000620.00006200.00000071.11308670.32179420.03133010.04391610.00000720.00007130.00000081.16047170.33692270.02950910.03915220.00000800.00007840.00000084342
2013-12-28399410.6927991-75.004348868.77119552909.518416771.76724281035.9261792052.153396033.61915720.02803761.04384450.32032550.03029780.04552110.00000640.00006310.00000071.12184530.32897950.03111670.04314750.00000740.00007260.00000081.16996120.34381330.02922950.03817750.00000820.00007980.00000093422
2013-12-28399710.7622903-75.004432771.01439112911.861513072.3246538836.6907170052.140813332.74551630.02752841.04271630.32638740.03057230.04751890.00000630.00006270.00000061.12016980.33427060.03122460.04497270.00000720.00007200.00000071.16872660.35036690.02951190.03976010.00000810.00007910.00000082422
2013-12-28400010.8380796-75.004404773.67094072913.040966072.68158891289.9515684052.127333033.39119100.02522851.06301430.34288790.03272400.04887200.00000660.00006570.00000071.14079900.35123420.03351820.04625840.00000760.00007520.00000081.18962590.36764640.03159730.04093660.00000850.00008270.00000093382
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2013-12-28400610.9897143-75.005205876.16902692913.709664273.90226751318.8034092052.101797133.46619940.02803041.02069180.32355490.03065420.05009220.00000590.00006120.00000061.09551200.33171780.03137680.04725050.00000690.00007010.00000071.14286200.34762190.02974750.04233960.00000760.00007710.00000083432
2013-12-28400911.0663032-75.005466577.77250412915.229718473.8821603884.3259946052.089145633.90076560.02617261.05142670.32953220.03057790.04870840.00000630.00006250.00000061.12973830.33749770.03122190.04598080.00000720.00007180.00000071.17880930.35304700.02942690.04056240.00000800.00007890.00000082422
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2013-12-28401511.2200266-75.005806071.36883302920.733191274.2640434850.3371954052.064267533.41319220.02991971.03700770.32492610.03050250.04711480.00000620.00006280.00000061.11419490.33260710.03111460.04437150.00000720.00007210.00000071.16238070.34823530.02930220.03918660.00000800.00007930.00000082342
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2013-12-28402111.3740867-75.005889973.46014382923.197656374.0595204860.9704747052.039952334.41785510.02408701.04161300.31513130.02988200.04774750.00000620.00006250.00000061.12025440.32311990.03049470.04516640.00000720.00007200.00000071.16851340.33876090.02861270.04008630.00000800.00007920.00000082432
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2013-12-28402711.5285955-75.006240870.89132452924.753475574.4879789848.9727221052.016705231.45667000.02856631.05741890.29145220.02781570.04183980.00000650.00006490.00000071.13729840.29792870.02830140.03964470.00000750.00007480.00000081.18638900.31362070.02629610.03487820.00000840.00008240.00000092372
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2013-12-28403311.6830047-75.006492671.25977882929.918011274.3262939850.0922212051.994205632.45137920.03147671.02696910.28294820.02617490.04154220.00000620.00006110.00000061.10482460.28966110.02668310.03939940.00000720.00007050.00000071.15236370.30453720.02476240.03479790.00000800.00007750.00000082422
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2013-12-28425211.1575264-74.8049893274.06765452897.827495773.41710242435.3207869051.510277132.69724550.02917951.02454800.33072970.03006670.06667140.00000690.00006080.00000081.10508230.34327050.03101620.06286320.00000810.00007030.00000101.15589660.34182370.02729960.05618780.00000900.00007770.00000113422
2013-12-28425511.0987328-74.8172379276.02968682897.014734073.36943442005.6594073051.521825731.67033450.03056440.99891260.36033350.03318000.07137470.00000670.00005900.00000081.07701010.37435550.03412770.06714060.00000780.00006820.00000091.12641560.37368770.03061470.06041820.00000860.00007540.00000102342
2013-12-28425811.0396524-74.8294220280.11530232894.409147173.16880292466.6391227051.533339131.98981990.02890430.98745180.35142290.03174290.07034490.00000650.00005760.00000081.06506690.36510660.03273020.06629570.00000760.00006660.00000091.11458210.36398990.02927030.05963930.00000840.00007360.00000103422
2013-12-28426110.9806299-74.8416138283.35135182891.663304172.99389272044.9294002051.544882532.13453940.02916900.98724380.35207950.03259970.06889390.00000650.00005740.00000081.06456020.36550940.03357910.06488560.00000760.00006640.00000091.11370420.36462270.03019770.05858240.00000840.00007340.00000102423
2013-12-28426410.9219503-74.8537366284.35889202892.871134772.66807812484.6970282051.556380031.56086170.03557331.02700940.35308880.03294090.06866360.00000700.00006170.00000081.10761590.36669690.03404290.06484690.00000810.00007130.00000101.15838760.36534330.03043260.05842680.00000900.00007880.00000113402
2013-12-28426710.8632196-74.8658218282.02913902896.668161072.62349322035.2083588051.567863431.57786020.04254581.00292100.34656210.03218100.06932510.00000670.00005890.00000081.08134560.36020930.03316500.06525920.00000770.00006810.00000091.13053720.35914690.02969880.05872910.00000860.00007520.00000102362
2013-12-28427010.8121430-74.8762309280.91507432897.853022072.88928992249.1528310051.577773230.80157180.04119170.99014190.34350760.03200520.06951740.00000650.00005750.00000081.06856410.35729380.03300730.06544590.00000760.00006660.00000091.11706190.35607120.02956050.05893770.00000850.00007350.00000103422
2013-12-28427310.7449709-74.8898984282.22952132897.075319373.03887882477.0703705051.590818630.23908250.03646831.02577040.34825360.03194900.06836550.00000690.00006150.00000081.10654720.36195500.03308780.06459940.00000800.00007110.00000091.15780130.36071590.02951490.05815120.00000900.00007870.00000113422
2013-12-28427610.6855190-74.9020386282.37919652898.070870573.04533642477.9601896051.602436229.64610960.03129691.00543730.34087850.03152940.06821030.00000680.00005930.00000081.08520810.35457750.03258700.06428420.00000790.00006860.00000091.13517750.35350660.02913370.05794280.00000880.00007580.00000113352
2013-12-28427910.6259821-74.9140549283.25533082899.200878673.07106022044.8478431051.613953729.94315720.03078381.02572810.34984910.03234970.06753020.00000700.00006170.00000081.10633840.36371430.03346270.06379540.00000820.00007140.00000101.15762580.36227320.02991490.05756510.00000910.00007890.00000112413
2013-12-28428210.5662078-74.9260712282.81287112901.151512273.25796762483.0077786051.625498130.33038640.02701661.01994970.34488640.03115040.06748170.00000690.00006100.00000081.10028270.35848970.03224640.06371510.00000810.00007050.00000101.15155740.35717810.02873070.05739170.00000900.00007800.00000113422
2013-12-28428510.5062467-74.9380875283.63927502901.384470673.29537942048.3712144051.637065629.78041000.02912120.99128390.33342040.03072150.06643850.00000650.00005750.00000081.06916020.34644330.03174420.06256110.00000760.00006640.00000091.11864830.34532120.02837010.05647630.00000850.00007350.00000102352
2013-12-28428810.4463958-74.9501038286.88268002900.479774172.80219092500.6195002051.648657329.76452260.03487261.03431730.34294900.03152150.06631600.00000710.00006250.00000081.11587370.35649260.03268890.06268940.00000820.00007230.00000101.16761190.35502280.02909610.05654210.00000920.00007990.00000113372
2013-12-28429110.3866906-74.9619522291.01590682897.369053272.59519962086.0051113051.660102130.27380930.03554551.03465230.34295640.03270930.06535640.00000710.00006240.00000081.11606850.35660410.03391960.06174300.00000830.00007210.00000101.16753120.35478270.03029380.05591980.00000920.00007980.00000112342
2013-12-28429410.3270302-74.9739016292.31083682896.757754972.80183412531.3998391051.671672330.74291520.02964571.00969970.33296590.03052620.06611200.00000680.00005950.00000081.08926830.34597120.03162540.06242140.00000790.00006880.00000091.13972090.34431590.02814880.05640930.00000880.00007610.00000103423
2013-12-28429710.2669552-74.9858093292.60020362896.098066473.22538762098.7712367051.683224830.74255060.03158751.03887770.33355060.02996190.06515990.00000720.00006300.00000091.12096140.34627620.03104900.06170630.00000840.00007290.00000101.17329330.34402650.02746000.05575980.00000940.00008070.00000112432
2013-12-28430010.2065284-74.9977592294.48565712894.142337973.25625362549.1868964051.694845530.73051790.02870891.02024280.32982320.02957300.06606520.00000690.00006080.00000081.10085520.34286080.03066320.06249600.00000810.00007030.00000091.15229760.34120450.02718020.05634690.00000900.00007780.00000113362
2013-12-28430310.1459219-75.0096664295.54459442893.217811273.41257862116.5928598051.706445529.68386700.02848061.01531780.32734250.02640790.06647130.00000660.00006020.00000081.09613230.34051960.02746690.06287220.00000770.00006960.00000091.14866240.33972770.02425850.05630970.00000860.00007700.00000102392
2013-12-28430610.0855006-75.0219701285.73816192892.342041174.01319962508.6607174151.718465029.70962460.11994780.97683390.29702960.02003270.07405690.00000460.00004650.00000041.05387600.30719260.02033980.06991800.00000530.00005390.00000041.10727670.30796840.01840020.06313100.00000590.00005980.00000053432
2013-12-28430910.0472190-75.0383962280.05617552892.033993273.22524302466.9078533051.734545232.44628340.03092920.97747320.34727310.03060450.07661150.00000600.00005320.00000081.05468950.35744850.03111010.07224810.00000700.00006160.00000091.10319580.35864740.02803820.06467310.00000780.00006800.00000103373
2013-12-28431210.0305756-75.0494995273.08011142892.000000073.76733251548.7149208051.745434732.8406665-9.00000000.98407800.34006720.03218470.07165070.00000700.00005550.00000091.06328530.35110180.03279250.06735590.00000810.00006440.00000111.11146260.35251770.02945330.06042620.00000900.00007110.00000121361