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Record #119731:
A neural network approach to inversion of snow water equivalent from passive microwave measurements / Alfred T.C. Chang, L. Tsang.
Title: | A neural network approach to inversion of snow water equivalent from passive microwave measurements / Alfred T.C. Chang, L. Tsang. |
Author(s): | Chang, Alfred T. C. Tsang, L. |
Date: | 1992. |
In: | Nordic Hydrology. (1992.), Vol. 23(3) (1992) |
Abstract: | Inversion accomplished by using neural network trained with dense media multiple scattering model. Brightness temperatures from 19 GHz vertical and horizontal polarizations, 22 GHz vertical polarization and 37 GHz vertical and horizontal polarizations, available from SSM/I sensors, are used as input to network. Percentage error for estimated SWE varies from 9 to 57% for different snow conditions. |
Notes: | Nordic Hydrology. Vol. 23(3) :173-182 (1992). |
Keywords: | 551.579.2 -- Water supply from snow. 53.087.23 -- Remote sensing. 551.32 -- Glaciology. 551.321 -- Glaciological methods and instruments. 551.321.7 -- Snow cover, measurement of properties. E3 -- Glaciology: instruments and methods. |
Location(s): | SCO: SPRI-PAM: 551.579.2 |
SPRI record no.: | 119731 |
LDR 01468naa#a2200000#a#4500 001 SPRI-119731 005 20240418034333.0 007 ta 008 240418s1992####xx#a##|##|###|0||#0|eng#d 035 ## ‡aSPRI-119731 040 ## ‡aUkCU-P‡beng‡eaacr 100 1# ‡aChang, Alfred T. C. 245 12 ‡aA neural network approach to inversion of snow water equivalent from passive microwave measurements /‡cAlfred T.C. Chang, L. Tsang. 260 ## ‡a[S.l.] :‡b[s.n.],‡c1992. 300 ## ‡ap. 173-182 :‡bdiags. 500 ## ‡aNordic Hydrology. Vol. 23(3) :173-182 (1992). 520 3# ‡aInversion accomplished by using neural network trained with dense media multiple scattering model. Brightness temperatures from 19 GHz vertical and horizontal polarizations, 22 GHz vertical polarization and 37 GHz vertical and horizontal polarizations, available from SSM/I sensors, are used as input to network. Percentage error for estimated SWE varies from 9 to 57% for different snow conditions. 541 0# ‡aMorris, E.M. (gift)‡5UkCU-P 650 07 ‡a551.579.2 -- Water supply from snow.‡2udc 650 07 ‡a53.087.23 -- Remote sensing.‡2udc 650 07 ‡a551.32 -- Glaciology.‡2udc 650 07 ‡a551.321 -- Glaciological methods and instruments.‡2udc 650 07 ‡a551.321.7 -- Snow cover, measurement of properties.‡2udc 650 07 ‡aE3 -- Glaciology: instruments and methods.‡2local 700 1# ‡aTsang, L. 773 0# ‡7nnas ‡tNordic Hydrology. ‡gVol. 23(3) (1992) ‡wSPRI-191440 852 7# ‡2camdept‡bSCO‡cSPRI-PAM‡h551.579.2‡9Create 1 item record‡0Migrate 916 ## ‡a104205 917 ## ‡aUnenhanced record from Muscat, imported 2019 948 3# ‡a20240418