Updates for SMRF

[scotthavens]

SMRF underwent some major changes that had implications for AWSM.

• The main change is that SMRF is now installed through the requirements via pip.
• Updated pysnobal to the master branch as there were some cython issues with v0.2.0 not being compiled for python 3.7.
• New travis testing for multiple version's and OS
• New Dockerfile, almost 2GB smaller than before
• Removed the knn package which did weather generation from the database. Since the database was removed from SMRF this was also removed in AWSM since it was experimental anyways
• The use of the IPW version of isnobal will still work with a locally installed version of iSnobal but the tests were removed and it will be fully removed in a later release.
• Gold files were updated and changed because of the changes within SMRF for solar radiation and topocalc

Gold file differences

Images of the differences and the summary below. smrf_dev.zip

goldmeister.utilities INFO File/variable: snow.nc/thickness Difference Statistics
goldmeister.utilities INFO ======================================================
goldmeister.utilities INFO max                           0.0004470646381378174
goldmeister.utilities INFO min                           -0.00028274208307266235
goldmeister.utilities INFO mean                          9.933655746863224e-07
goldmeister.utilities INFO std                           2.3112850612960756e-05
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/snow_density Difference Statistics
goldmeister.utilities INFO =========================================================
goldmeister.utilities INFO max                           3.009857177734375   
goldmeister.utilities INFO min                           -0.5888671875       
goldmeister.utilities INFO mean                          0.024581022560596466
goldmeister.utilities INFO std                           0.13861200213432312 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/specific_mass Difference Statistics
goldmeister.utilities INFO ==========================================================
goldmeister.utilities INFO max                           0.05183982849121094 
goldmeister.utilities INFO min                           -0.025712966918945312
goldmeister.utilities INFO mean                          0.001318870927207172
goldmeister.utilities INFO std                           0.004474854562431574
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/liquid_water Difference Statistics
goldmeister.utilities INFO =========================================================
goldmeister.utilities INFO max                           0.012703202664852142
goldmeister.utilities INFO min                           -0.04171094298362732
goldmeister.utilities INFO mean                          -2.0873520043096505e-05
goldmeister.utilities INFO std                           0.0011108004255220294
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/temp_surf Difference Statistics
goldmeister.utilities INFO ======================================================
goldmeister.utilities INFO max                           0.058060646057128906
goldmeister.utilities INFO min                           -0.19327130913734436
goldmeister.utilities INFO mean                          -0.0068933055736124516
goldmeister.utilities INFO std                           0.015677690505981445
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/temp_lower Difference Statistics
goldmeister.utilities INFO =======================================================
goldmeister.utilities INFO max                           0.0                 
goldmeister.utilities INFO min                           0.0                 
goldmeister.utilities INFO mean                          0.0                 
goldmeister.utilities INFO std                           0.0                 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/temp_snowcover Difference Statistics
goldmeister.utilities INFO ===========================================================
goldmeister.utilities INFO max                           0.058060646057128906
goldmeister.utilities INFO min                           -0.19327130913734436
goldmeister.utilities INFO mean                          -0.0068933055736124516
goldmeister.utilities INFO std                           0.015677690505981445
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/thickness_lower Difference Statistics
goldmeister.utilities INFO ============================================================
goldmeister.utilities INFO max                           0.0                 
goldmeister.utilities INFO min                           0.0                 
goldmeister.utilities INFO mean                          0.0                 
goldmeister.utilities INFO std                           0.0                 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: snow.nc/water_saturation Difference Statistics
goldmeister.utilities INFO =============================================================
goldmeister.utilities INFO max                           0.11317205429077148 
goldmeister.utilities INFO min                           -0.07741556316614151
goldmeister.utilities INFO mean                          -3.4419968869769946e-05
goldmeister.utilities INFO std                           0.003968303557485342
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/net_rad Difference Statistics
goldmeister.utilities INFO ==================================================
goldmeister.utilities INFO max                           3.071197509765625   
goldmeister.utilities INFO min                           -7.217500686645508  
goldmeister.utilities INFO mean                          -0.5476462841033936 
goldmeister.utilities INFO std                           1.0057307481765747  
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/sensible_heat Difference Statistics
goldmeister.utilities INFO ========================================================
goldmeister.utilities INFO max                           3.043153762817383   
goldmeister.utilities INFO min                           -1.57342529296875   
goldmeister.utilities INFO mean                          0.22111770510673523 
goldmeister.utilities INFO std                           0.41072872281074524 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/latent_heat Difference Statistics
goldmeister.utilities INFO ======================================================
goldmeister.utilities INFO max                           3.081019878387451   
goldmeister.utilities INFO min                           -1.6431560516357422 
goldmeister.utilities INFO mean                          0.2250952124595642  
goldmeister.utilities INFO std                           0.41739389300346375 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/snow_soil Difference Statistics
goldmeister.utilities INFO ====================================================
goldmeister.utilities INFO max                           1.2364089488983154  
goldmeister.utilities INFO min                           -0.4286336898803711 
goldmeister.utilities INFO mean                          0.05252968519926071 
goldmeister.utilities INFO std                           0.11697542667388916 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/precip_advected Difference Statistics
goldmeister.utilities INFO ==========================================================
goldmeister.utilities INFO max                           0.35845232009887695 
goldmeister.utilities INFO min                           -0.138840913772583  
goldmeister.utilities INFO mean                          0.014016466215252876
goldmeister.utilities INFO std                           0.030695520341396332
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/sum_EB Difference Statistics
goldmeister.utilities INFO =================================================
goldmeister.utilities INFO max                           3.0695877075195312  
goldmeister.utilities INFO min                           -4.340187072753906  
goldmeister.utilities INFO mean                          -0.03488721325993538
goldmeister.utilities INFO std                           0.24159379303455353 
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/evaporation Difference Statistics
goldmeister.utilities INFO ======================================================
goldmeister.utilities INFO max                           0.003923313692212105
goldmeister.utilities INFO min                           -0.0020947493612766266
goldmeister.utilities INFO mean                          0.0002866920840460807
goldmeister.utilities INFO std                           0.0005317896720953286
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/snowmelt Difference Statistics
goldmeister.utilities INFO ===================================================
goldmeister.utilities INFO max                           0.012823767960071564
goldmeister.utilities INFO min                           -0.009303182363510132
goldmeister.utilities INFO mean                          2.1667812688974664e-05
goldmeister.utilities INFO std                           0.0005146563635207713
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/SWI Difference Statistics
goldmeister.utilities INFO ==============================================
goldmeister.utilities INFO max                           0.020421847701072693
goldmeister.utilities INFO min                           -0.04546251893043518
goldmeister.utilities INFO mean                          -0.0001418040628777817
goldmeister.utilities INFO std                           0.002005483489483595
goldmeister.utilities INFO 
goldmeister.utilities INFO File/variable: em.nc/cold_content Difference Statistics
goldmeister.utilities INFO =======================================================
goldmeister.utilities INFO max                           1946.712890625      
goldmeister.utilities INFO min                           -5040.1875          
goldmeister.utilities INFO mean                          -167.69265747070312 
goldmeister.utilities INFO std                           416.5120849609375

[micahjohnson150]

Goldmeister! I am happy to see you found it useful!

[scotthavens]

Goldmeister! I am happy to see you found it useful!

Once we figured it out! We've used it in SMRF as well.

[micahjohnson150]

hahah isn't that the nature of all my code?! lol glad it helps.