Evapotranspiration Estimates over Canada based on Observed, GR2 and NARR forcings Korolevich, V., Fernandes, R., Wang, S., Simic, A., Gong, F.Natural Resources Canada, Earth Sciences Sector,588 Booth St, Ottawa, ON K1A 0Y7 Canada
ABSTRACTEvapotranspiration (ET) represents a major loss of water from the Canadian land surface. Model based estimates of ET are required for water resources assessments, especially in remote ungauged basins and for climate or land use impact studies. Validated 1km resolution maps produced through surface and remote sensing survey are now available to parameterize process based land surface models to estimate ET for current conditions. However, in situ observations of required climate observations (forcings) are poorly distributed in space; especially for models requiring long ter, sub-daily data. New forcing data sets are now available from both statistical and model based reanalysis.
Objectives: How do gridded observed forcings (CRU TS 2.0, Mitchell et al. 2003), GR2 Reanalysis and NARR compared to forcings observed at climate stations? (forcing anomalies)How does ET differ between model result based on observed versus reanalysis forcings? (ET anomalies)What are the contributions to forcing anomalies to modelled ET anomalies as a function of type of forcing data and region in Canada?
APPROACHValidated numerical 1-D land surface model of coupled carbon, water, energy and nutrient cycles (EALCO; Wang et al., 2002) driven by hourly forcings and observed land parameters.Assess differences in long term annual averages of both point and gridded forcings and modelled ET based on these forcings. Numerically compute partial contributions of errors in forcings to errors in ET at each observation point and aggregate over long term runs.
CWEEDS DATA GAPS (%hours missed)Mean Annual Precipitation (1961-1990) at CWEEDS stations [mm/year]Canadian Weather Energy & Engineering Data Sets (CWEEDS)Reanalysis Model Forcings AnomaliesCONCLUSIONSLeaf Area IndexSurface parameters
Mean Annual ET (1961-1990) at CWEEDS stations [mm/year]1980-1990: Mean Annual anomalies for NARR-driven ET related to CWEEDSClimate Research Unit Gridded ObservationsHourly Rain, Snow, Insolation, Air Temp, Specific Humidity, Surface Pressure for 1960-1990._______________________138 continuous long term station records based on minimal gap filling.Hourly precipitation estimated from daily totals and hourly rain and snow flag.Monthly 0.5 degree gridded fields. Hourly time series synthesized by scaling each grid cell with nearest CWEEDS station using ratio of monthly totals10-Day 1km resolution LAI fromSPOT_VEGTATION satellite.Observed ForcingsRESULTS1km resolution 53 classes fromSPOT_VEGTATION satellite.Land Cover1:1,000,000 scale maps fromCanadian Soil Information System(texture, carbon, water capacity)% water cover for each 1km cellFrom Canadian National Topographic Database 1:50,000 mapsSoil InformationWater Cover Typical annual value applied at each point climate stations corresponding to modal land cover class in 50 km radius of station. Average Annual Anomalies in Forcings Relative to CWEEDSCo-incident temperature and pressure anomalies suggest they are due to differences between grid cell elevation and CWEEDS station elevation.GR2 and NARR show substantial downwelling radiation anomaly (as in Liu et al. 2001 for NCEP/NCAR GR1 release also)
Precipitation anomaly high over Rocky Mountains and around Eastern Canada. GR2 and NARR anomalies anti-correlated in Eastern Canada.Partial Contribution of Forcing Anomalies to ET AnomalyModelled ET AnomaliesNCEP NARR (North American Regional Reanalysis, Mesinger et al. 2004)
Data from 1980-1990. Gridded at 30km resolution, linear interploationTo hourly time step.
NCEP/DOE Global Reanalysis (G2, Kanamitsu et al. 2002)
Data from 1980-1990. Gridded at 1.85 degree resolution, linear interploationTo hourly time step.
Larger anomalies observed near Rocky Mountains and East Coast. NARR AND GR2 driven ET anomalies anti-correlated. Anomalies relative to total annual ET are large in the Arctic and may be of significance for modeling fluxes in Arctic basin.Humidity and temperature anomalies contribute most to ET anomaly on west coast due to excess water availability and cloudy conditions.
Precipitation errors contribute most to ET anomaly in Prairies due to water limitation.
GR2 shows greater contribution of radiation anomalies to ET anomalies in East Coast likely due to averaging of cloudiness.
Great Lakes region shows no dominant contribution to ET anomalies although precipitation is generally of low impact.
Large radiation anomaly in input forcings does not always result in dominant contribution to ET anomalies. Possibly due to lack of coupling of model with forcings (e.g. radiation errors may be causing sensible heat or long wave emission anomalies as well).
Station observations together with satellite and ground survey data offer a valuable data set for climate model assessments.
GR2 and NARR have similar biases to CWEEDS. Downwelling radiation bias is substantial and needs more investigation as to timing and causes.
GR2 and NARR provide reasonable ET estimates compared to CWEEDS based ET except over Rockies. The lack of a PRISM type precip downscaling in NARR over Canada may explain why NARR does not provide substantially lower ET anomalies in comparison to GR2.
Gridded fields based on observations tended to outperform reanalysis forcings although this may not be the case in remote areas where gridded fields are very uncertain. Local calibration of either reanalysis forcings or reanalysis driven ET may be desirable if possible.
.3 10 20 30 35 [cm/month]Station longitude (deg E)Station longitude (deg E)Station longitude (deg E)GR2NARR
Sheet2
Sheet1
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Chart1
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566
1066
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103167
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109325
147238
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24120
17109
4103
626
4172
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785
11792
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12993
4069
85133
11792
5269
107101
136137
3978
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4792
76119
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50-42
88124
67110
115125
5494
1324
5970
2559
5879
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6665
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3778
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83134
68-186
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11859
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8651
176-29
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157127
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-54.57-54.57
-53.08-53.08
-52.78-52.78
GR2 ET anomaly
NARR ET anomaly
degrees longitude
mm/year
1981-1990, Reanalysis: ET anomaly
Chart2
34-163
4891
-766
-1266
61.689
77.5167
-13.7134
20.4208
60144
15.6290
-30.194
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15.6224
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68.497
13.6127
31182
-2.2115
3.7191
-3.40
9.5268
0.286
154.9325
-17238
1-119.65
-5.287
-44.676
-4.199
138.8233
-26.5136
-26.334
17.9120
13.4109
-0.2103
37.226
-2372
14.799
2085
5492
-188
62.993
-12.269
38133
4292
22.369
52.5101
57.1137
24.478
-12-7
16.692
36.9119
-1-104.2
27.7-42
59.7124
25.5110
9.6125
2494
26.224
-15.770
24.759
-10.979
-4.220
3-96
4.365
24.854
-11.978
28.7-59
-6.10
57.2134
-7.3-186
-895
254
-2-86.95
23.259
-4.30
-14.551
2.1-29
-18.842
5.930
-3.5-10
7.3108
-9.176
7.666
31.5127
-943
-16.212
-25-16
-21.975
-34.637
28.673
-5.235
-128
-6.335
13.651
14.852
-3567
-34-3
25.214
-34.4-10
-41.9-58
-73.75-73.75
-42.3-92
-25.976
-111.7-161
-4920
-29.398
25.599
3277
-2.3-9
-1-13
-0.932
38.1116
92.2151
57.297
21.873
-16-53
2.140
26.6192
171268
51.7192
-14.9108
-18.195
17.9107
3.1131
36.5144
60.7221
-19.3120
11.7129
1167
2-63.13
67-39
-46.736
5.7112
54.9160
117.8-60.05
-140.959
-62.497
-35.529
28.9109
-23226
39.7-55.6
15.9-54.57
31.3-53.08
-52.78-52.78
CRU_ET anomaly
NARR ET anomaly
degrees longitude
mm/year
1981-1990, ET anomaly: Regional Reanalysis (NARR) vs. gridded observations (CRU)
Chart3
28034-166-163
27248-10691
117-7566
112-121066
43061.6-7089
17177.5103167
423-13.7-217134
45020.4-161208
36060-84144
36715.6-5290
368-30.1-10594
287-14-7162
350-8.9-63243
115-3-4028
44615.646224
108-3-124.9-124.9
40068.415097
28413.616127
43031-158182
386-2.2-57115
4243.7-154191
528-3.4-860
3099.5-45268
3760.2-15986
198154.9109325
245-17147238
1071-34-119.65
370-5.2-9787
525-44.6-8176
335-4.1-1399
313138.881233
380-26.5-48136
161-26.3834
39317.924120
37013.417109
393-0.24103
38037.2626
350-234172
33814.79499
41920785
2865411792
359-18488
29962.912993
394-12.24069
2743885133
3604211792
33422.35269
32452.5107101
33457.1136137
35124.43978
114-12-10-7
35516.64792
36536.976119
97-1-14-104.2
35927.750-42
35559.788124
37325.567110
3709.6115125
406245494
45026.21324
458-15.75970
36124.72559
427-10.95879
123-4.2-720
1133-25-96
4654.36665
11224.8-554
405-11.93778
42628.7-10-59
129-6.1-210
30557.283134
478-7.368-186
365-8-18295
42825-324
98-2-29-86.95
42623.211859
126-4.3-20
538-14.58651
4682.1176-29
453-18.8-2042
4855.96230
112-3.5-81.37-10
5037.3108108
476-9.116976
4967.612966
47131.5157127
414-9-3143
562-16.25012
570-25-6-16
449-21.94675
514-34.65137
44828.611873
509-5.25735
132-1-2828
512-6.3-135
13113.6051
31214.8-952
533-356167
533-34-28-3
46525.2-1114
551-34.4-44-10
537-41.9-56-58
310-73.75-73.75-73.75
530-42.3-47-92
502-25.9-1476
506-111.7-39-161
544-49-8920
480-29.33898
30825.5-599
416323877
131-2.3-5-9
110-1-4-13
142-0.9-732
40638.1101116
38692.246151
31357.2-897
26821.8-973
497-16-3-53
4692.12140
26826.6118192
395171-15268
46251.798192
542-14.9-192108
522-18.1-7095
48217.9-4107
4353.112131
50436.5-152144
42760.76221
324-19.334120
46011.7-122129
47011-14467
732-20-63.13
38067-99-39
386-46.7-9236
2625.7-29112
42654.9-108160
312117.8123-60.05
483-140.9-21059
365-62.4-3097
515-35.5-15229
27428.9-3109
183-23-57.03226
37539.7-55.6-55.6
21515.9-54.57-54.57
35631.3-53.08-53.08
-52.78-52.78-52.78-52.78
ref_ET
CRU_ET anomaly
GR2 ET anomaly
NARR ET anomaly
station longitude [degrees]
mm/year
CWEEDS-driven reference ET ('ref_ET', dots) and ET anomalies ('ET minus ref_ET', lines) from different forcing sets
RefET_Narr_Gr2
Num_IDLATLonfloorLatsortByTransectsbioTbioT1CRU_PrecipCRU_ETCRU_ET anomalyCRU_ET_ANOMALY_%CRU_P_anomalypet_obs__6#0m/sPrecip_OBSET_obs_8#5m/sSI_Blind_PrecipSI_Blind_ETANOMALIES:ET_obs_8#5m/s1SI_Blind_ET1SI_Precipmaxgr2ETmingr2ET_gap-filledref_Pref_EToldP_anomoldRef_anom85obs_anomblind_anomgr2-pgr2-et-calibSWGR2_Precip anomalyNARR_P1gr2_Pgr2-etnarr-Pnarr-etANOMALIES:CRU_ET anomalyGR2 ET anomalyNARR ET anomalyGR2_Precip anomalyNARR Precip anomaly
210018261.37-140.051517210.810.8340.2196382429164.2147.2225.4154.801890.473.9164.2280-132.8-125.2-2621202891095.8277.8120211443311734-166-1631037.8268.8
210130060.72-135.071517110.810.8480.1751185699200180.3278274.1155.2105.9278272-12-562.1911129709.215891116642436348-10691633146
220010068.22-1351717011.111.1-7-0.1424650114.666.5246117308100102.8105308122351183-756662105
220257068.32-133.531716911.611.6-12-0.0745804848259.9160.925894114.666.525811230810090.843308122301178-1210665043
105705053.25-131.82131339.49.42233.4417.361.60.1731796458917.71270339.41315.7355.71339339276.8268.21270430-91-74.3-911978312690.71011978360137151961.6-7089708101
105135051.93-131.02121329.19.1212725077.50.4492753623788.11470.7210.91338.9172.5150319219.539130250133817142-181.52119052471821905274156233877.5103167567224
106648154.3-130.43131319.29.23010.7375-13.7-0.0352456908465.82516.6331.82544.9388.7255630234.7-523117625424238-69-34.3-121184218914118422062691557-13.7-217134-700149
106813054.47-128.581313010.710.72083.5474.220.40.0449537241751.71288.5479.71331.8453.8131038481.812-12216.4172.11331450-18-783.8-661445252146.62071445289152065820.4-161208114189
103765050-127.4212779.79.7600.19672131153312.7317.234903050262113312.7360-42.8-55-3341681246-1151.71681276216150460-84144-1631.7-1151.7
102627050.68-127.37121299.49.42151.2386.115.60.0421052632242.51799.2309.81908.7370.518723287.5-35-73210190836722-43.5-3916513241521651362208265715.6-5290-257174
107750054.82-127.181312811.511.5730.6343.4-30.1-0.0805890228182.9476.9334.7547.7373.550530976.512-11180547368-24-715.5-59995225336995263859462-30.1-10594448312
220280065.28-126.81616813.113.1-14-0.0488145049394.2286.8304172132.818186.3169.4394287-51-133-0.2-115539177180.2126427216468349-14-71623374
103820549.08-125.77127610.210.23329.4343.9-8.9-0.025226757425.23164.1363.33304.2352.8323733710.8-5-65280330435017-82.8-131681254-55316812872768593-8.9-63243-1623-536
250365072-125.271816777-3-0.15625134.119.264.861.31021158057-0.11498075251143-3-4028-22149
102183049.72-124.9127511.211.22166.5462.815.60.0348837209890.11163420.11276.4447.2119542950.232-73354.3283.61276446-11-491.2-171608399394.64321608492169767015.646224332421
220067570.17-124.68171666.16.1-3-0.0318471338203.994.280203.9108-3
101862048.65-123.43127311112339.2591.268.40.13083397091489860.8429.9850.2522.8025405.2216.8860.840029.9122.8-3751235483428.6-372.8123555048849768.415097374.2-372.8
110844749.25-123.25127211.411.41769.4301.313.60.0472714633608.61165.5289.51160.8287.7117126445.722242231441160284-25-423.7-201235265154.4-41235300113141113.61612775-29
109645053.88-122.67131271212716.3467.1310.071084613628.6569.7410.2687.7436.160733785.1-14-56220687430-39-796.1-9362622517062627281861231-158182-61131
119294058.83-122.581416512.212.2591.4403.1-2.2-0.00542807888.4329.1329.8503405.3267.1253503386-60-10419.3808265338.3101808329544501-2.2-5711530541
109663053.03-122.521312612.912.9624.5435.23.70.008574739372.9502431.2551.6431.552438380.532-11220551424-10-737.5-416262232876262708286153.7-15419175277
110003049.02-122.37127111.711.72245.2529.6-3.4-0.0063789869733.61522.3306.81511.65331562487460-6318.5169.7151152832-415-411235366-253.635312354421896528-3.4-860-276385
109894052.18-122.071312512.112.1478.2387.49.50.025138925659.3391.7333.7418.9377.942233278.9332620038530910-1068.9239362162979362646925779.5-45268551307
118300056.23-120.731416412.212.2610.7379.60.20.0005271481118.8420.5238.2491.9379.4459267116.44-1223.4185.3491376-24-1133.4-109560165150.5865602175534620.2-159866962
116378050.7-120.451212414.514.5468.7352154.90.7858954845230.8231.9189.8237.9197.1267212-7.978230237198207-0.914682252373682307630523154.9109325445393
112615049.57-119.6512699.69.6-17-0.0683279743287.7235.6288.9248.8232288245-16-193.8679336364679392636483-17147238391348
250270076.23-119.33191624.74.710.0344827586100.22965.253.6971071035119.6103731-346
307292055.18-118.881312312.812.8584.2364.6-5.2-0.014061654993.7382.2203.5490.5369.8442257107.8-5-30240.7218.3490370-26-108-0.2-113673202243.896673273560457-5.2-978718370
114145549.3-117.63126813.913.91142.4403.4-44.6-0.0995535714480.2618.6487.2662.2448700436-7-1932206635259-70-77-8958137471581444743601-44.6-8176-8280
307504056.23-117.431416112.912.9463.9331.2-4.1-0.012227855750.8330.1173.7413.1335.3383237113.31531262.7254.7413335-53-1130.3-98748237399.1165748322525434-4.1-1399335112
115210249.6-115.78126713.513.5640.7411.3138.80.5093577982393.5339.9332.5247.2272.5361340-46.52132307.8227.5282313406-40.527539302234.3368539394690546138.881233257408
306737054.13-115.671312212.812.8601.7374.5-26.5-0.06608478873.7503.1252.25284010115266.6259.8503.1380-127.821-265623261140.8137.9623332641516-26.5-48136119.9137.9
220410062.47-114.451516013.113.1381.5138.7-26.3-0.1593939394119.5218162.2262165139.7105.1262161-17-404649134367.2101649169346195-26.383438784
301220553.55-114.11312013.213.2610.5411.417.90.0454891995166417.2234444.5393.5463288110.55114324293434393-6-1100.5-10573033127513173041755951317.924120296125
303109351.1-114.021211913.213.2560.6388.313.40.0357428648189.6366.3212.4371374.9093302.8244.9366.3370-157.64.9-277575305210.5165.757538753247913.417109208.7165.7
302548052.18-113.91311813.113.1585.6397.3-0.2-0.0005031447142.4432.1231.9443.2397.5418292107.52-4311.4251.54323931-1034.5-101575318143.8112575397545496-0.24103143113
303388049.63-112.812661414549.9417.937.20.097714736195.2344.7216.5354.7380.738532627.7-27-56306.1240.235438052-270.7-54526302115.2-4452638636240637.26261728
220220060.02-111.971515913.213.2-23-0.0715619166296280.2364.4321.435422499.42-107308.1293.6364350-16-128-28.6-126801308404.680801391428422-23417243764
301188052.1-111.451311713.813.8450.3353.714.70.043362831990.9337.4179.4359.433936428275184356.5311.5359338-5-741-56568343212.19756843245143714.7949920992
306269356.65-111.221415813.413.4200.047092065376.5366.3450.1424.7451299131.761335.4317.94504194-1265.7-120882345362.6498824265035042078543253
303624050.27-111.181211615.115.1540.1785714286328.6302.4343.1303.427528642-316.4552315204.7785524033953785411792277120
301680053.35-110.831311513.513.5-1-0.0027777778350.1185.639436038125995-623345.6305.1394359-11-941-100751344325.284751443467447-1848835773
303448050.02-110.72126513.513.5451.5365.562.90.2078651685172.7285.3170.9278.8302.6358.4314.127829923-53.6552339220.78555242838639262.912993274108
308168054.42-110.281311413.513.5543383.9-12.2-0.03080030371.4365225.1471.6396.1427274115.1-7-26336.9301.8471394-46-1132.1-120919346391.446919434471463-12.240694480
406834059.57-108.481415713.513.5380.2032085561239.6202.7212187336213-17918287.9264.730427433-70-87-61787271411.7767873594134073885133483109
404560052.77-108.251311214.314.3485.8375.9420.1257861635158.7328.1215327.1333.9014377.8335.3328.1360-145-26.1-346713383336.5112.97134774414524211792384.9112.9
402804050.27-107.731211114.514.5496.2356.722.30.0666866029159.7344.2147.2336.5334.436929235.4-713352.1351.833633424-350.4-4244432695.35344438641340322.3526910877
405712052.17-106.681310913.513.5465.3376.952.50.161837238141.6312.5186.3323.7324.434428633.4-5038538332332419-330.4-38478361173.56947843141142552.510710115588
405624053.22-105.681310813.513.5540.8392.157.10.1704477612226.4358.9249.1314.433540229049453382.9351.331433434-481-44659385281.210565947045347157.1136137345139
401532050.33-105.551210715.315.3515.3375.624.40.069476082173.8351.2176.4341.5351.236230045.2-64363.2355.334135116-450.2-5141633275.26141639041842924.439787577
250060069.1-105.12171566.16.1-12-0.1224010098.488.424011423179-15.617231104257107-12-10-7-917
401656050.43-104.671210615.215.2504.5371.716.60.0467473951152.4350.2182.9352.1355.137428677.1824346.9339352355-1-770.1-69452338109.19645240244744716.6479210095
401903551.77-104.21210514.214.2483.9371.336.90.11034689163373233.5320.9334.438329329.4-1235383.7365.832836545-60-30.6-72482375156.69648244146948436.976119154141
240260078.78-103.53191554.44.4-1-0.047619047678217572.77897885314.18883-1-1410
401240049.07-103126415.415.4553.8386.427.70.0772233064161.9318.2154.4391.9358.742131251.7511382359.5392359-3-52-0.3-47480344128.4-11148040927831727.750-4288-114
401087950.38-102.551210414.314.3495.5386.259.70.182848392157.1377.9209338.4326.534228116.5-2935399.2373.835235520-45-28.5-74480378145.411048044348247959.788124128130
401908051.27-102.471210314.414.4574.5398.425.50.0683829445177.9346.2219.7396.6372.943629371.9-819382.4355.4396373-2-72-0.1-80497371152.111049744050448325.567110101108
505288053.97-101.11310211.311.3584.3390.39.60.0252167061144.9351.8339.5439.4380.7406.5366.64393700-7310.7662394204.8866624855254959.611512522386
504068051.1-100.051210114.114.1240.0590260698420.4263.6420.3406.647132990.61349399.4370.442040610-900.6-77529387142.5109529460539500245494109119
501048049.92-99.95126314.514.5601.9410.526.20.0681759042194.7429.1224.2407.2384.3078407.8373.2429.1450-225.8-65.7-372534391153.363.953446349347426.21324104.963.9
501232049.9-98.27126214.514.5620.9444.1-15.7-0.034145280699.8506.6297.9521.1459.847836298.81-18454416.25214583-971.8-965794361061579517525528-15.75970584
506292255.8-97.871315411.311.3525.2338.724.70.0786624204111.2461.5304.74143144802934120135334.6290.430036174-88-47-68698337303.114369838651742024.72559398217
502322249.9-97.23126114.514.5656.9418-10.9-0.0254138494188.3482.7268.3468.6428.9505331100.93-15415.6389.746842730-991.9-96620406157.813620485511506-10.9587915243
230050064.3-96161539.29.2345.5115.2-4.2-0.0351758794170.7208135.9174.8119.42538533.4-140103.4101.717412326-37-3.6-3830888109.8195308116395143-4.2-720134221
240350074.72-94.98181524.84.830.0287356322124.4110.2126.6104.459.4-45785.277.912611312-68-8.610176-31101883-25-25
603407549.8-94.37126014.514.5767474.14.30.009152831105.2626.1466.8661.8469.8662399120.8504444.6421.7661465-11-1164.8-6669844441.7-1336985315175304.3666537-144
506060058.75-94.071415188531.7135.424.80.224231464788.5364159.2443.2110.641811328.631499.998.4443112-43-30-1.414408922.712144010752116624.8-554-378
603777550.12-91.91210014.114.1833.2400.8-11.9-0.0288345045117.5680376.2715.7412.772132592.75-47371.1350.171540523-857.7-80723387-33.610723442748483-11.93778833
602037948.75-91.6212591414805.6401.128.70.0770676692125.5727.7388.8680.1372.470233423.4-1510358.1333.768142653-77-53.6-92640371-94.3-43964041629536728.7-10-59-41-386
230070063.33-90.72151507.57.5310.5118.4-6.1-0.048995983968.2250139.4242.3124.52428034.5-1010104.5100.52421297-39-4.5-49267897.9153267108393129-6.1-21025151
601073853.83-89.87139912.412.4646335.857.20.2053122757258.7511.6316.1387.3278.655324820.6-1045354.8314.838730584-47-26.4-57806318321.318580638865643957.283134419269
604826148.37-89.32125813.513.5855.6472.8-7.3-0.0152051656230.2652.5471.4625.4480.168340895.12322476.8471.662547820-932.1-70628473-17.7-369628546276292-7.368-1863-349
604032550.28-88.9129813.113.1-8-0.0217983651604.9313.367636760426764-36-36325.1166.167636520-622-98562157-122.257562183753460-8-18295-11477
604271549.7-86.9512571313250.0673854447636.5324.264337165129827-46-26350.2325.66434288-84-57-13065234828.510865239675943225-3249116
240120079.98-85.93191495.15.1-2-0.108108108169.118.565.564.75698973834.89769-2-2941
605759246.48-84.5115613.213.2976.9433.323.20.0565715679182.5828.1383.3794.4410.188334455.1-117492.3222.479542675-71-15.9-82719501-145.6-7971954479148523.211859-76-4
230100064.2-83.37161487.77.7388.7121.8-4.3-0.0340999207146.1243132.5242.6126.12917454.12-10120.6118.224212633-540.1-52207104-69.2108207124383126-4.3-20-35141
613952542.27-82.97105515.615.6982.5525-14.5-0.0268767377226827.9301.3756.5539.589052259.54239557.1507.275653891-581.5-161094518207.2-991094624748589-14.58651338-8
609292545.88-82.57115413.513.5893.9474.32.10.0044472681239752.6478.1654.9472.275141378.21956576482.165446883-744.2-5578056911.9-77806447304392.1176-2912676
607397549.42-82.47125313.513.5961439.8-18.8-0.040994330669.7817.3414.7891.3458.6850364103.69-58396.135489145332-985.6-89817366-66.8-150817433773495-18.8-2042-74-118
607828548.57-81.37125213.813.8980.2497.95.90.011991869979.3818.5472.6900.94928484359841-58502.7434.590048510-917-50765468-99.3-3217655475895155.96230-135-311
240235068.78-81.25171475.35.3288.8108.9-3.5-0.0311387973.9183.4123.3214.9112.42154873.49-290.590.52151121-730.4-64113329102-3.5-10114
614447543.03-81.15105114.814.81146.2512.87.30.0144411474373.8916.6294.2772.4505.595244542.5-1840544.7498.3772503103-402.5-5897252030-629726118136117.310810820041
611950044.75-81.1115013.513.51007.9469.7-9.1-0.019005848175.2937338.9832.7478.899845266.84095573526.983247650-642.8-2497255723-160972645722552-9.116976140-110
606815046.62-80.8114914.114.1910.15087.60.0151878497140.9852.6478.2769.2500.4877432104.43663561.8494.976949641-1004.4-64818547-9.7-708186257405627.61296649-29
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GR2_forcing_anomalies
GR2GR2_PSWradTWSHSatHumRHobsobsobsobsobsSatHumRHGR2_PSWradTWSHactualSHdifferenceSI_ET_anomaly_%GR2_ET_anomaly _%
110186201340.6176.62.24.30.00490.00431.15873.1136.49.82.70.00600.00760.7954%29%-7.661%-18%45%27%1%-22%
110218301731.9169.95.95.40.00580.00581.001186.1133.29.73.40.00600.00760.7846%28%-3.758%-3%28%28%3%-21%
11098940982.1174.10.84.40.00470.00401.17426.3137.64.32.70.00420.00500.83130%27%-3.561%12%40%20%-3%-16%
111084471340.6176.73.14.40.00510.00471.091171.3132.010.03.30.00630.00760.8314%34%-6.935%-19%32%20%5%-22%
11163780725.5176.1-0.64.40.00440.00381.18267.7145.88.73.00.00470.00710.67171%21%-9.345%-6%78%50%14%41%
24010879533.3182.95.15.80.00490.00540.91340.5154.12.34.70.00440.00431.0057%19%2.824%12%-10%-10%15%22%
24015320522.7184.96.05.90.00500.00580.87360.5155.14.05.20.00430.00500.8745%19%2.014%15%0%0%0%3%
24045600809.2162.31.75.00.00500.00411.21362.1147.02.04.00.00410.00430.94123%10%-0.327%21%29%6%2%13%
24056240795.0163.91.65.20.00480.00411.18402.6145.31.13.60.00400.00410.9897%13%0.542%20%20%2%14%14%
25010480552.5181.74.45.70.00480.00500.96456.4156.32.14.30.00450.00431.0221%16%2.333%8%-6%-9%-2%6%
26010738725.8163.6-1.35.00.00420.00341.23542.5130.5-2.44.30.00360.00301.2034%25%1.016%17%3%5%19%27%
370281241045.9183.73.35.70.00570.00471.211030.9140.84.72.70.00510.00540.951%30%-1.5108%11%27%5%-11%-35%
37098600917.5180.12.65.10.00530.00461.14892.5140.01.83.50.00440.00431.013%29%0.845%20%14%14%-5%-8%
38204700732.4180.59.29.30.00670.00710.951402.4133.97.66.90.00610.00660.93-48%35%1.735%10%2%2%37%43%
38500398933.0160.51.28.90.00430.00401.07903.6118.10.37.50.00370.00380.993%36%0.919%14%8%1%44%48%
Chart1
0.12632237990.18151459590.07980122810.1263223799
0.1241176460.18393661580.03317079280.124117646
0.33611112720.43194816940.22258514720.3361111272
0.4134488470.45083386710.35083513850.413448847
0000
XXXX_GR2_TOTALS
101862010218301098940110844711637804010879401532040456004056240501048060107387028124709860082047008500398
Precip6%10%24%3%20%48%37%88%88%14%31%0%1%13%1%
dwdRadiation10%18%12%18%3%3%3%4%4%2%11%13%10%13%29%
T41%27%22%43%34%15%8%2%6%15%19%13%14%42%26%
SpecHumidity42%45%42%35%43%0%0%6%2%0%9%8%24%6%3%
Unexplained0%0%0%0%0%0%0%0%0%0%0%0%0%0%0%
131W-120W108W-89W78W-55W
Precipitation13%18%8%13%51%70%32%51%4%8%2%4%
dwdRadiation12%18%3%12%4%8%3%4%16%22%13%16%
Temperature34%43%22%34%11%15%6%11%24%33%18%24%
SpecHumidity41%45%35%41%3%6%1%3%10%17%6%10%
Unexplained0%0%0%0%0%0%0%0%0%0%0%0%
1018620102183010989401108447116378040108794015320404560040562405010480601073870281247098600820470085003981018620102183010989401108447
Precip6%10%24%3%20%48%37%88%88%14%31%0%1%13%1%Precip45%30%9%3%
dwdRadiation10%18%12%18%3%3%3%4%4%2%11%13%10%13%29%dwdRadiation8%20%75%62%
T41%27%22%43%34%15%8%2%6%15%19%13%14%42%26%T9%5%6%9%
SpecHumidity42%45%42%35%43%0%0%6%2%0%9%8%24%6%3%SpecHumidity38%45%11%26%
Unexplained0%0%0%0%0%0%0%0%0%0%0%0%0%0%0%Unexplained0%0%0%0%
Dwind10%8%14%10%8%0%0%0%0%0%0%0%0%0%0%Dwind-0%0%1%-48%
Precipitation13%18%8%13%51%70%32%51%4%8%2%4%22%33%12%22%
dwdRadiation12%18%3%12%4%8%3%4%16%22%13%16%41%58%25%41%
Temperature34%43%22%34%11%15%6%11%24%33%18%24%7%8%6%7%
SpecHumidity41%45%35%41%3%6%1%3%10%17%6%10%30%38%20%30%
Unexplained0%0%0%0%0%0%0%0%0%0%0%0%0%0%0%0%
Sheet5
ID1018620102183010989401108447116378040108794015320404560040562405010480601073870281247098600820470085003982204100230050024023502402590
d/dValue:284169216443
p-2.0%-3.0%-2.4%-2.7%-2.3%-5.0%-5.8%-3.7%-3.2%-4.4%-2.7%-2.7%-2.1%-2.6%-3.3%GR2_P-2.0%-3.7%-1.5%0.5%
p-2.4%-2.8%-10.7%-2.1%-13.4%-8.5%-8.2%-9.2%-10.1%-6.4%-9.3%-3.4%-2.1%-1.6%-2.3%
SWr3.4%5.9%3.3%3.6%3.9%4.1%4.2%5.8%5.3%4.2%5.7%5.6%4.2%4.8%6.8%SWrad4.1%5.2%5.5%6.0%
LWr15.1%22.7%15.7%18.4%8.3%5.6%5.4%13.1%11.0%6.0%10.9%10.2%8.3%8.7%21.2%LW7.6%3.4%18.2%23.9%
T(+1degC)39%30%38%27%22%5%4%11%12%6%18%15%18%25%28%T+5.9%5.2%6.4%8.2%
T(-1degC)-9%-10%-8%-7%-7%-5%-4%-8%-9%-6%-8%-9%-9%-14%-11%T--6.5%-3.7%-5.7%-6.3%
wind2.8%2.0%3.0%3.4%3.5%-0.4%-0.9%0.7%1.5%0.0%2.9%2.4%3.3%1.8%3.6%W-0.2%0.0%-2.1%-3.5%
SH (first 10% decrease)42%33%40%27%23%5%4%13%13%6%19%16%19%28%32%SH095.9%6.9%10.9%15.7%
SH (next10% decrease)16%16%14%13%16%4%4%10%10%5%13%12%12%19%29%SH084.7%1.7%11.8%19.4%
GR2_P54%46%130%14%171%57%45%123%97%21%34%1%3%-48%3%GR2_P92%12%-13%-30%
SWrad29%28%27%34%21%19%19%10%13%16%25%30%29%35%36%SWrad15%13%24%33%
T-7.6-3.7-3.5-6.9-9.32.82.0-0.30.52.31.0-1.50.81.70.9T-0.6-0.2-0.2-0.7
W61%58%61%35%45%24%14%27%42%33%16%108%45%35%19%W4%3%-1%64%
actualSHdifference27%28%20%20%50%-10%0%6%2%-9%5%5%14%2%1%SH29%10%2%8%
2204100230050024023502402590
-22%-21%-16%-22%41%22%3%13%14%6%27%-35%-8%43%48%GR2_ET_anomaly _%-15%-13%-12%-7%
D110%14%31%4%39%48%37%113%99%14%31%0%1%13%1%D118%5%2%1%
D217%24%16%22%7%3%3%5%5%2%11%13%10%13%29%D23%3%17%29%
D368%37%29%51%69%15%8%2%6%15%19%13%14%42%26%D34%1%1%4%
D470%61%54%41%86%0%0%8%3%0%9%8%24%6%3%D415%7%3%12%
Dwind17%11%18%12%16%-1%-1%2%6%0%5%26%15%6%7%Dwind-0%0%0%-22%
165%136%130%117%201%66%49%128%112%31%71%35%48%74%58%40%15%23%46%
165%136%130%117%201%66%49%128%112%31%71%35%48%74%58%40%15%23%46%
165%136%130%117%201%66%49%128%112%31%71%35%48%74%58%40%15%23%46%
165%136%130%117%201%66%49%128%112%31%71%35%48%74%58%40%15%23%46%
165%136%130%117%201%66%49%128%112%31%71%35%48%74%58%40%15%23%46%
1018620102183010989401108447116378040108794015320404560040562405010480601073870281247098600820470085003981018620102183010989401108447
Precip6%10%24%3%20%48%37%88%88%14%31%0%1%13%1%Precip45%30%9%3%
dwdRadiation10%18%12%18%3%3%3%4%4%2%11%13%10%13%29%dwdRadiation8%20%75%62%
T41%27%22%43%34%15%8%2%6%15%19%13%14%42%26%T9%5%6%9%
SpecHumidity42%45%42%35%43%0%0%6%2%0%9%8%24%6%3%SpecHumidity38%45%11%26%
Unexplained0%0%0%0%0%34%51%0%0%69%29%65%52%26%42%Unexplained0%0%0%0%
Dwind10%8%14%10%8%0%0%0%0%0%0%0%0%0%0%Dwind-0%0%1%-48%
1.60771704181.6077170418
Chart5
0.12632237990.1241176460.33611112720.41344884700.0551922160.04652115180.05981896990.09094685320.09583704220.113525980.03738502010.062613708400
0.51035998130.04493809250.10821313950.029929597900.18706098460.18755383840.03312073080.01092532030.03964805080.04494770760.03195602220.01496479900
0.03685017470.16296846050.23702185290.100213725500.04447843440.01593953270.06188646240.03228086960.09114309140.05502375210.06766987270.03727277600
0.21652418020.41076002410.07281585990.299899935800.11692729570.09243385530.16721421620.16355012460.00921314230.01166245680.07651735640.095177418700
Precipitation
dwdRadiation
Temperature
SpecHumidity
Unexplained
GR2
Sheet7
West CoastCentral RegionAtlantic RegionArctic Region
Precipitation13%51%4%22%13%51%4%22%
dwdRadiation12%4%16%41%12%4%16%41%
Temperature34%11%24%7%34%11%24%7%
SpecHumidity41%3%10%30%41%3%10%30%
Unexplained0%0%0%0%0%31%46%0%
Precipitation6%19%4%12%18%70%8%33%
dwdRadiation6%3%6%17%18%8%22%58%
Temperature10%4%9%1%43%15%33%8%
SpecHumidity4%3%7%8%45%6%17%38%
Unexplained0%0%0%0%0%50%56%0%
Precipitation5%19%2%9%8%32%2%12%
dwdRadiation9%1%3%16%3%3%13%25%
Temperature11%4%6%1%22%6%18%6%
SpecHumidity6%1%4%10%35%1%6%20%
Unexplained0%0%0%0%0%15%36%0%
Sheet3
ID101862010218301098940110844711637804010879401532040456004056240501048060107387028124709860082047008500398
1280.51649.21280.51280.5549.1500.6422.9724.1675.8550.3778.6985.3863.3966.4789.8
338.5300.2284188.9241.9375.6332.4352347.7387.3306.9411.4426.4384.8178.9
d/dValue:
p-2.0%-3.0%-2.4%-2.7%-2.3%-5.0%-5.8%-3.7%-3.2%-4.4%-2.7%-2.7%-2.1%-2.6%-3.3%
SWr3.4%5.9%3.3%3.6%3.9%4.1%4.2%5.8%5.3%4.2%5.7%5.6%4.2%4.8%6.8%
LWr15.1%22.7%15.7%18.4%8.3%5.6%5.4%13.1%11.0%6.0%10.9%10.2%8.3%8.7%21.2%
T(+1degC)39%30%38%27%22%5%4%11%12%6%18%15%18%25%28%
T(-1degC)-9%-10%-8%-7%-7%-5%-4%-8%-9%-6%-8%-9%-9%-14%-11%
wind2.8%2.0%3.0%3.4%3.5%-0.4%-0.9%0.7%1.5%0.0%2.9%2.4%3.3%1.8%3.6%
SH (first 10% decrease)42%33%40%27%23%5%4%13%13%6%19%16%19%28%32%
SH (next10% decrease)16%16%14%13%16%4%4%10%10%5%13%12%12%19%29%
101862010218301098940110844711637804010879401532040456004056240501048060107387028124709860082047008500398
GR2_P1340.61731.9982.11340.6725.5533.3522.7809.2795.0552.5725.81045.9917.5732.4933.0
SWrad176.6169.9174.1176.7176.1182.9184.9162.3163.9181.7163.6183.7180.1180.5160.5
T2.25.90.83.1-0.65.16.01.71.64.4-1.33.32.69.21.2
W4.35.44.44.44.45.85.95.05.25.75.05.75.19.38.9
SH0.00490.00580.00470.00510.00440.00490.00500.00500.00480.00480.00420.00570.00530.00670.0043
SatHum0.00430.00580.00400.00470.00380.00540.00580.00410.00410.00500.00340.00470.00460.00710.0040
RH1.151.001.171.091.180.910.871.211.180.961.231.211.140.951.07
obs873.11186.1426.31171.3267.7340.5360.5362.1402.6456.4542.51030.9892.51402.4903.6
obs136.4133.2137.6132.0145.8154.1155.1147.0145.3156.3130.5140.8140.0133.9118.1
obs9.89.74.310.08.72.34.02.01.12.1-2.44.71.87.60.3
obs2.73.42.73.33.04.75.24.03.64.34.32.73.56.97.5
obs0.00600.00600.00420.00630.00470.00440.00430.00410.00400.00450.00360.00510.00440.00610.0037
SatHum0.00760.00760.00500.00760.00710.00430.00500.00430.00410.00430.00300.00540.00430.00660.0038
RH0.790.780.830.830.671.000.870.940.981.021.200.951.010.930.99
GR2_P54%46%130%14%171%57%45%123%97%21%34%1%3%-48%3%
SWrad29%28%27%34%21%19%19%10%13%16%25%30%29%35%36%
T-7.6-3.7-3.5-6.9-9.32.82.0-0.30.52.31.0-1.50.81.70.9
W61%58%61%35%45%24%14%27%42%33%16%108%45%35%19%
SH-18%-3%12%-19%-6%12%15%21%20%8%17%11%20%10%14%
45%28%40%32%78%-10%0%29%20%-6%3%27%14%2%8%
actualSHdifference27%28%20%20%50%-10%0%6%2%-9%5%5%14%2%1%
SI_ET_anomaly_%1%3%-3%5%14%15%0%2%14%-2%19%-11%-5%37%44%
GR2_ET_anomaly _%-22%-21%-16%-22%41%22%3%13%14%6%27%-35%-8%43%48%
Sheet4
ID101862010218301098940110844711637804010879401532040456004056240501048060107387028124709860082047008500398
GR2 P1280.51649.21280.51280.5549.1500.6422.9724.1675.8550.3778.6985.3863.3966.4789.8
GR2 et338.5300.2284188.9241.9375.6332.4352347.7387.3306.9411.4426.4384.8178.9
Obs P870.91322.6391.21179.1226.4307.6351.2314323.1378.7337.51065.4861.81309.6784.4
OBS et525.3459.8378292.8192.5306.5357.9332.1344.6379.4267.4641516.6315.9188.8
p-2.0%-3.0%-2.4%-2.7%-2.3%-5.0%-5.8%-3.7%-3.2%-4.4%-2.7%-2.7%-2.1%-2.6%-3.3%
p-2.4%-2.8%-10.7%-2.1%-13.4%-8.5%-8.2%-9.2%-10.1%-6.4%-9.3%-3.4%-2.1%-1.6%-2.3%
SWr3.4%5.9%3.3%3.6%3.9%4.1%4.2%5.8%5.3%4.2%5.7%5.6%4.2%4.8%6.8%
SWr1.6%3.9%1.3%2.8%-0.3%1.2%1.8%0.8%0.4%2.8%1.8%3.9%3.4%5.9%6.5%
LWr15.1%22.7%15.7%18.4%8.3%5.6%5.4%13.1%11.0%6.0%10.9%10.2%8.3%8.7%21.2%
LWr5.4%11.0%-0.9%8.0%-9.5%-0.1%0.4%-0.6%-1.7%3.1%-0.1%9.0%7.7%9.9%18.5%
T(+1degC)39%30%38%27%22%5%4%11%12%6%18%15%18%25%28%
T(-1degC)-9%-10%-8%-7%-7%-5%-4%-8%-9%-6%-8%-9%-9%-14%-11%
T12%10%2%14%-6%0%1%0%-1%4%3%7%12%26%24%
-11%-9%-5%-12%5%-1%-1%-2%-3%-4%-5%-8%-9%-13%-12%
wind2.8%2.0%3.0%3.4%3.5%-0.4%-0.9%0.7%1.5%0.0%2.9%2.4%3.3%1.8%3.6%
wind1.5%1.7%0.0%1.4%0.8%-0.2%-0.4%0.1%0.3%-0.1%0.7%1.0%0.5%2.6%2.2%
SH (first 10% decrease)42%33%40%27%23%5%4%13%13%6%19%16%19%28%32%
SH (next10% decrease)16%16%14%13%16%4%4%10%10%5%13%12%12%19%29%
SH (first 10%)11.1%9.4%1.6%12.2%-5.4%-0.2%0.2%-0.6%-1.4%2.7%1.8%6.9%10.8%28.5%26.0%
SH (next 10%)8.1%7.6%1.7%7.2%-3.0%0.6%0.3%-0.2%-0.6%2.1%2.2%4.9%6.5%23.0%21.2%
GR2101862010218301098940110844711637804010879401532040456004056240501048060107387028124709860082047008500398
GR2_P1340.61731.9982.11340.6725.5533.3522.7809.2795.0552.5725.81045.9917.5732.4933.0
SWrad176.6169.9174.1176.7176.1182.9184.9162.3163.9181.7163.6183.7180.1180.5160.5
T2.25.90.83.1-0.65.16.01.71.64.4-1.33.32.69.21.2
W4.35.44.44.44.45.85.95.05.25.75.05.75.19.38.9
SH0.00490.00580.00470.00510.00440.00490.00500.00500.00480.00480.00420.00570.00530.00670.0043
SatHum0.00430.00580.00400.00470.00380.00540.00580.00410.00410.00500.00340.00470.00460.00710.0040
RH1.151.001.171.091.180.910.871.211.180.961.231.211.140.951.07
obs873.11186.1426.31171.3267.7340.5360.5362.1402.6456.4542.51030.9892.51402.4903.6
obs136.4133.2137.6132.0145.8154.1155.1147.0145.3156.3130.5140.8140.0133.9118.1
obs9.89.74.310.08.72.34.02.01.12.1-2.44.71.87.60.3
obs2.73.42.73.33.04.75.24.03.64.34.32.73.56.97.5
obs0.00600.00600.00420.00630.00470.00440.00430.00410.00400.00450.00360.00510.00440.00610.0037
SatHum0.00760.00760.00500.00760.00710.00430.00500.00430.00410.00430.00300.00540.00430.00660.0038
RH0.790.780.830.830.671.000.870.940.981.021.200.951.010.930.99
GR2_P54%46%130%14%171%57%45%123%97%21%34%1%3%-48%3%
SWrad29%28%27%34%21%19%19%10%13%16%25%30%29%35%36%
T-7.6-3.7-3.5-6.9-9.32.82.0-0.30.52.31.0-1.50.81.70.9
W61%58%61%35%45%24%14%27%42%33%16%108%45%35%19%
SH-18%-3%12%-19%-6%12%15%21%20%8%17%11%20%10%14%
45%28%40%32%78%-10%0%29%20%-6%3%27%14%2%8%
actualSHdifference27%28%20%20%50%-10%0%6%2%-9%5%5%14%2%1%
SI_ET_anomaly_%1%3%-3%5%14%15%0%2%14%-2%19%-11%-5%37%44%
GR2_ET_anomaly _%-22%-21%-16%-22%41%22%3%13%14%6%27%-35%-8%43%48%
XXXXX_GR2_PDEs
IDGR2 PGR2 etObs POBS etppSWrSWrLWrLWrT(+1degC)T(-1degC)TwindwindSH (first 10% decrease)SH (next10% decrease)SH (first 10%)SH (next 10%)GR2GR2_PSWradTWSHSatHumRHobsobsobsobsobsSatHumRHGR2_PSWradTWSHactualSHdifferenceSI_ET_anomaly_%GR2_ET_anomaly _%
10186201280.5338.5870.9525.3-2.0%-2.4%3.4%1.6%15.1%5.4%39%-9%12%-11%2.8%1.5%42%16%11.1%8.1%10186201340.6176.62.24.30.00490.00431.15873.1136.49.82.70.00600.00760.7954%29%-7.661%-18%45%27%1%-22%
10218301649.2300.21322.6459.8-3.0%-2.8%5.9%3.9%22.7%11.0%30%-10%10%-9%2.0%1.7%33%16%9.4%7.6%10218301731.9169.95.95.40.00580.00581.001186.1133.29.73.40.00600.00760.7846%28%-3.758%-3%28%28%3%-21%
10989401280.5284391.2378-2.4%-10.7%3.3%1.3%15.7%-0.9%38%-8%2%-5%3.0%0.0%40%14%1.6%1.7%1098940982.1174.10.84.40.00470.00401.17426.3137.64.32.70.00420.00500.83130%27%-3.561%12%40%20%-3%-16%
11084471280.5188.91179.1292.8-2.7%-2.1%3.6%2.8%18.4%8.0%27%-7%14%-12%3.4%1.4%27%13%12.2%7.2%11084471340.6176.73.14.40.00510.00471.091171.3132.010.03.30.00630.00760.8314%34%-6.935%-19%32%20%5%-22%
1163780549.1241.9226.4192.5-2.3%-13.4%3.9%-0.3%8.3%-9.5%22%-7%-6%5%3.5%0.8%23%16%-5.4%-3.0%1163780725.5176.1-0.64.40.00440.00381.18267.7145.88.73.00.00470.00710.67171%21%-9.345%-6%78%50%14%41%
4010879500.6375.6307.6306.5-5.0%-8.5%4.1%1.2%5.6%-0.1%5%-5%0%-1%-0.4%-0.2%5%4%-0.2%0.6%4010879533.3182.95.15.80.00490.00540.91340.5154.12.34.70.00440.00431.0057%19%2.824%12%-10%-10%15%22%
4015320422.9332.4351.2357.9-5.8%-8.2%4.2%1.8%5.4%0.4%4%-4%1%-1%-0.9%-0.4%4%4%0.2%0.3%4015320522.7184.96.05.90.00500.00580.87360.5155.14.05.20.00430.00500.8745%19%2.014%15%0%0%0%3%
4045600724.1352314332.1-3.7%-9.2%5.8%0.8%13.1%-0.6%11%-8%0%-2%0.7%0.1%13%10%-0.6%-0.2%4045600809.2162.31.75.00.00500.00411.21362.1147.02.04.00.00410.00430.94123%10%-0.327%21%29%6%2%13%
4056240675.8347.7323.1344.6-3.2%-10.1%5.3%0.4%11.0%-1.7%12%-9%-1%-3%1.5%0.3%13%10%-1.4%-0.6%4056240795.0163.91.65.20.00480.00411.18402.6145.31.13.60.00400.00410.9897%13%0.542%20%20%2%14%14%
5010480550.3387.3378.7379.4-4.4%-6.4%4.2%2.8%6.0%3.1%6%-6%4%-4%0.0%-0.1%6%5%2.7%2.1%5010480552.5181.74.45.70.00480.00500.96456.4156.32.14.30.00450.00431.0221%16%2.333%8%-6%-9%-2%6%
6010738778.6306.9337.5267.4-2.7%-9.3%5.7%1.8%10.9%-0.1%18%-8%3%-5%2.9%0.7%19%13%1.8%2.2%6010738725.8163.6-1.35.00.00420.00341.23542.5130.5-2.44.30.00360.00301.2034%25%1.016%17%3%5%19%27%
7028124985.3411.41065.4641-2.7%-3.4%5.6%3.9%10.2%9.0%15%-9%7%-8%2.4%1.0%16%12%6.9%4.9%70281241045.9183.73.35.70.00570.00471.211030.9140.84.72.70.00510.00540.951%30%-1.5108%11%27%5%-11%-35%
7098600863.3426.4861.8516.6-2.1%-2.1%4.2%3.4%8.3%7.7%18%-9%12%-9%3.3%0.5%19%12%10.8%6.5%7098600917.5180.12.65.10.00530.00461.14892.5140.01.83.50.00440.00431.013%29%0.845%20%14%14%-5%-8%
8204700966.4384.81309.6315.9-2.6%-1.6%4.8%5.9%8.7%9.9%25%-14%26%-13%1.8%2.6%28%19%28.5%23.0%8204700732.4180.59.29.30.00670.00710.951402.4133.97.66.90.00610.00660.93-48%35%1.735%10%2%2%37%43%
8500398789.8178.9784.4188.8-3.3%-2.3%6.8%6.5%21.2%18.5%28%-11%24%-12%3.6%2.2%32%29%26.0%21.2%8500398933.0160.51.28.90.00430.00401.07903.6118.10.37.50.00370.00380.993%36%0.919%14%8%1%44%48%
ET_GR2_PDEs_
IDindxpSWrLWrTwindSHd/dValue:pSWrLWrTwindSH
1018620.111111.txt10186201111111280.5338.5x1111111280.5338.5111011x-0.01960.03430.15130.39440.02780.1637next 10%
1018620.11111x.txt101862011111x1280.5482.1x11111x1280.5482.1111010.9x-0.089360.424first 10%SH
1018620.11111y.txt101862011111y1280.5537.5x11111y1280.5537.5111010.8x0.58788774ET20%SH
1018620.1111x1.txt10186201111x11280.5366.7x1111x11280.5366.711100.666661x0.0833087149wind
1018620.111m11.txt1018620111m111280.5472x111m111280.5472111111x0.39438700151/degC
1018620.111x11.txt1018620111x111280.5217.5x111x111280.5217.5111-411x-0.0893648449-1/degC
1018620.1m1111.txt10186201m11111280.5350.1x1m11111280.5350.111.110110.0342688331
1018620.1m1m1x.txt10186201m1m1x1280.5554.91280.5554.9
1018620.1xm111.txt10186201xm1111280.5389.7x1xm1111280.5389.710.81.25011x0.1512555391ET
1018620.x11111.txt1018620x11111852.8318.6xx11111852.8318.60.666611011x-0.06
1018620.x11xx1.txt1018620x11xx1896.3233.8xx896.3233.8xxxxxxxxxxxxxxxxx
1021830.111111.txt10218301111111649.2300.2x1111111649.2300.2111011x-0.03020.05860.22720.30180.01970.1599next 10%
1021830.11111x.txt102183011111x1649.2400.1x11111x1649.2400.1111010.9x-0.098180.333first 10%SH
1021830.11111y.txt102183011111y1649.2448.1x11111y1649.2448.1111010.8x0.4926715523ET20%SH
1021830.1111x1.txt10218301111x11649.2317.9x1111x11649.2317.911100.666661x0.0589606929wind
1021830.111m11.txt1021830111m111649.2390.8x111m111649.2390.8111111x0.30179880081/degC
1021830.111x11.txt1021830111x111649.2182.3x111x111649.2182.3111-411x-0.0981845436-1/degC
1021830.1m1111.txt10218301m11111649.2317.8x1m11111649.2317.811.110110.0586275816
1021830.1m1m1x.txt10218301m1m1x1649.24621649.2462
1021830.1xm111.txt10218301xm1111649.2368.4x1xm1111649.2368.410.81.25011x0.2271818787ET
1021830.x11111.txt1021830x111111098.3273xx111111098.32730.666611011x-0.09
1021830.x11xx1.txt1021830x11xx11154.4193.7xx1154.4193.7xxxxxxxxxxxxxxxxx
1098940.111111.txt10989401111111280.5284x1111111280.5284111011x-0.02360.03310.15670.38100.03020.1373next 10%
1098940.11111x.txt109894011111x1280.5397.7x11111x1280.5397.7111010.9x-0.082570.400first 10%SH
1098940.11111y.txt109894011111y1280.5436.7x11111y1280.5436.7111010.8x0.5376760563ET20%SH
1098940.1111x1.txt10989401111x11280.5309.7x1111x11280.5309.711100.666661x0.0904929577wind
1098940.111m11.txt1098940111m111280.5392.2x111m111280.5392.2111111x0.38098591551/degC
1098940.111x11.txt1098940111x111280.5190.2x111x111280.5190.2111-411x-0.0825704225-1/degC
1098940.1m1111.txt10989401m11111280.5293.4x1m11111280.5293.411.110110.0330985915
1098940.1m1m1x.txt10989401m1m1x1280.5450.71280.5450.7
1098940.1xm111.txt10989401xm1111280.5328.5x1xm1111280.5328.510.81.25011x0.1566901408ET
1098940.x11111.txt1098940x11111852.8263.9xx11111852.8263.90.666611011x-0.07
1098940.x11xx1.txt1098940x11xx1896.3203.1xx896.3203.1xxxxxxxxxxxxxxxxx
1108447.111111.txt11084471111111280.5188.9x1111111280.5188.9111011x-0.02700.03600.18370.26520.03390.1350next 10%
1108447.11111x.txt110844711111x1280.5240.1x11111x1280.5240.1111010.9x-0.073320.271first 10%SH
1108447.11111y.txt110844711111y1280.5265.6x11111y1280.5265.6111010.8x0.4060349391ET20%SH
1108447.1111x1.txt11084471111x11280.5208.1x1111x11280.5208.111100.666661x0.1016410799wind
1108447.111m11.txt1108447111m111280.5239x111m111280.5239111111x0.2652196931/degC
1108447.111x11.txt1108447111x111280.5133.5x111x111280.5133.5111-411x-0.0733192165-1/degC
1108447.1m1111.txt11084471m11111280.5195.7x1m11111280.5195.711.110110.0359978825
1108447.1m1m1x.txt11084471m1m1x1280.5270.31280.5270.3
1108447.1xm111.txt11084471xm1111280.5223.6x1xm1111280.5223.610.81.25011x0.1836950768ET
1108447.x11111.txt1108447x11111852.8173.6xx11111852.8173.60.666611011x-0.08
1108447.x11xx1.txt1108447x11xx1896.3140.5xx896.3140.5xxxxxxxxxxxxxxxxx
1163780.111111.txt1163780111111549.1241.9x111111549.1241.9111011x-0.02300.03890.08310.22280.03530.1567next 10%
1163780.11111x.txt116378011111x549.1297.2x11111x549.1297.2111010.9x-0.073890.229first 10%SH
1163780.11111y.txt116378011111y549.1335.1x11111y549.1335.1111010.8x0.3852831749ET20%SH
1163780.1111x1.txt11637801111x1549.1267.5x1111x1549.1267.511100.666661x0.1058288549wind
1163780.111m11.txt1163780111m11549.1295.8x111m11549.1295.8111111x0.22281934681/degC
1163780.111x11.txt1163780111x11549.1170.4x111x11549.1170.4111-411x-0.0738941711-1/degC
1163780.1m1111.txt11637801m1111549.1251.3x1m1111549.1251.311.110110.0388590327
1163780.1m1m1x.txt11637801m1m1x549.1346.7549.1346.7
1163780.1xm111.txt11637801xm111549.1262x1xm111549.126210.81.25011x0.0830921869ET
1163780.x11111.txt1163780x11111365.7225.2xx11111365.7225.20.666611011x-0.07
1163780.x11xx1.txt1163780x11xx1384.4185.2xx384.4185.2xxxxxxxxxxxxxxxxx
4010879.111111.txt4010879111111500.6375.6x111111500.6375.6111011x-0.05000.04100.05560.0543-0.00390.0418next 10%
4010879.11111x.txt401087911111x500.6395.1x11111x500.6395.1111010.9x-0.052850.052first 10%SH
4010879.11111y.txt401087911111y500.6410.8x11111y500.6410.8111010.8x0.0937167199ET20%SH
4010879.1111x1.txt40108791111x1500.6371.2x1111x1500.6371.211100.666661x-0.01171459wind
4010879.111m11.txt4010879111m11500.6396x111m11500.6396111111x0.0543130991/degC
4010879.111x11.txt4010879111x11500.6296.2x111x11500.6296.2111-411x-0.0528487753-1/degC
4010879.1m1111.txt40108791m1111500.6391x1m1111500.639111.110110.041001065
4010879.1m1m1x.txt40108791m1m1x500.6426500.6426
4010879.1xm111.txt40108791xm111500.6396.5x1xm111500.6396.510.81.25011x0.0556443024ET
4010879.x11111.txt4010879x11111333.4319.3xx11111333.4319.30.666611011x-0.15
4010879.x11xx1.txt4010879x11xx1350.4262.1xx350.4262.1xxxxxxxxxxxxxxxxx
4015320.111111.txt4015320111111422.9332.4x111111422.9332.4111011x-0.05800.04210.05350.0427-0.00910.0382next 10%
4015320.11111x.txt401532011111x422.9346.2x11111x422.9346.2111010.9x-0.044070.042first 10%SH
4015320.11111y.txt401532011111y422.9358.9x11111y422.9358.9111010.8x0.079723225ET20%SH
4015320.1111x1.txt40153201111x1422.9323.3x1111x1422.9323.311100.666661x-0.0273766546wind
4015320.111m11.txt4015320111m11422.9346.6x111m11422.9346.6111111x0.04271961491/degC
4015320.111x11.txt4015320111x11422.9273.8x111x11422.9273.8111-411x-0.0440734055-1/degC
4015320.1m1111.txt40153201m1111422.9346.4x1m1111422.9346.411.110110.0421179302
4015320.1m1m1x.txt40153201m1m1x422.9371.1422.9371.1
4015320.1xm111.txt40153201xm111422.9350.2x1xm111422.9350.210.81.25011x0.0535499398ET
4015320.x11111.txt4015320x11111281.6274.6xx11111281.6274.60.666611011x-0.17
4015320.x11xx1.txt4015320x11xx1296233.4xx296233.4xxxxxxxxxxxxxxxxx
4045600.111111.txt4045600111111724.1352x111111724.1352111011x-0.03660.05820.13130.11480.00750.1034next 10%
4045600.11111x.txt404560011111x724.1397.4x11111x724.1397.4111010.9x-0.079470.129first 10%SH
4045600.11111y.txt404560011111y724.1433.8x11111y724.1433.8111010.8x0.2323863636ET20%SH
4045600.1111x1.txt40456001111x1724.1359.9x1111x1724.1359.911100.666661x0.0224431818wind
4045600.111m11.txt4045600111m11724.1392.4x111m11724.1392.4111111x0.11477272731/degC
4045600.111x11.txt4045600111x11724.1240.1x111x11724.1240.1111-411x-0.0794744318-1/degC
4045600.1m1111.txt40456001m1111724.1372.5x1m1111724.1372.511.110110.0582386364
4045600.1m1m1x.txt40456001m1m1x724.1451724.1451
4045600.1xm111.txt40456001xm111724.1398.2x1xm111724.1398.210.81.25011x0.13125ET
4045600.x11111.txt4045600x11111482.2313.4xx11111482.2313.40.666611011x-0.11
4045600.x11xx1.txt4045600x11xx1506.9230.6xx506.9230.6xxxxxxxxxxxxxxxxx
4056240.111111.txt4056240111111675.8347.7x111111675.8347.7111011x-0.03190.05290.11020.12110.01530.0986next 10%
4056240.11111x.txt405624011111x675.8392x11111x675.8392111010.9x-0.085270.127first 10%SH
4056240.11111y.txt405624011111y675.8426.3x11111y675.8426.3111010.8x0.2260569456ET20%SH
4056240.1111x1.txt40562401111x1675.8363.7x1111x1675.8363.711100.666661x0.046016681wind
4056240.111m11.txt4056240111m11675.8389.8x111m11675.8389.8111111x0.1210813921/degC
4056240.111x11.txt4056240111x11675.8229.1x111x11675.8229.1111-411x-0.0852746621-1/degC
4056240.1m1111.txt40562401m1111675.8366.1x1m1111675.8366.111.110110.0529191832
4056240.1m1m1x.txt40562401m1m1x675.8444.8675.8444.8
4056240.1xm111.txt40562401xm111675.8386x1xm111675.838610.81.25011x0.1101524303ET
4056240.x11111.txt4056240x11111450.1314.4xx11111450.1314.40.666611011x-0.10
4056240.x11xx1.txt4056240x11xx1473.1227.2xx473.1227.2xxxxxxxxxxxxxxxxx
5010480.111111.txt5010480111111550.3387.3x111111550.3387.3111011x-0.04380.04230.06020.06350.00040.0465next 10%
5010480.11111x.txt501048011111x550.3409.9x11111x550.3409.9111010.9x-0.057970.058first 10%SH
5010480.11111y.txt501048011111y550.3427.9x11111y550.3427.9111010.8x0.1048282985ET20%SH
5010480.1111x1.txt50104801111x1550.3387.8x1111x1550.3387.811100.666661x0.0012909889wind
5010480.111m11.txt5010480111m11550.3411.9x111m11550.3411.9111111x0.06351665381/degC
5010480.111x11.txt5010480111x11550.3297.5x111x11550.3297.5111-411x-0.0579654015-1/degC
5010480.1m1111.txt50104801m1111550.3403.7x1m1111550.3403.711.110110.0423444358
5010480.1m1m1x.txt50104801m1m1x550.3445.5550.3445.5
5010480.1xm111.txt50104801xm111550.3410.6x1xm111550.3410.610.81.25011x0.0601600826ET
5010480.x11111.txt5010480x11111366.5336.4xx11111366.5336.40.666611011x-0.13
5010480.x11xx1.txt5010480x11xx1385.2270xx385.2270xxxxxxxxxxxxxxxxx
6010738.111111.txt6010738111111778.6306.9x111111778.6306.9111011x-0.02670.05700.10920.18280.02880.1251next 10%
6010738.11111x.txt601073811111x778.6364.5x11111x778.6364.5111010.9x-0.081220.188first 10%SH
6010738.11111y.txt601073811111y778.6402.9x11111y778.6402.9111010.8x0.3128054741ET20%SH
6010738.1111x1.txt60107381111x1778.6333.4x1111x1778.6333.411100.666661x0.0863473444wind
6010738.111m11.txt6010738111m11778.6363x111m11778.6363111111x0.18279569891/degC
6010738.111x11.txt6010738111x11778.6207.2x111x11778.6207.2111-411x-0.0812153796-1/degC
6010738.1m1111.txt60107381m1111778.6324.4x1m1111778.6324.411.110110.0570218312
6010738.1m1m1x.txt60107381m1m1x778.6422.1778.6422.1
6010738.1xm111.txt60107381xm111778.6340.4x1xm111778.6340.410.81.25011x0.1091560769ET
6010738.x11111.txt6010738x11111518.5282.3xx11111518.5282.30.666611011x-0.08
6010738.x11xx1.txt6010738x11xx1545216.4xx545216.4xxxxxxxxxxxxxxxxx
7028124.111111.txt7028124111111985.3411.4x111111985.3411.4111011x-0.02720.05610.10230.15020.02390.1206next 10%
7028124.11111x.txt702812411111x985.3477x11111x985.3477111010.9x-0.087260.159first 10%SH
7028124.11111y.txt702812411111y985.3526.6x11111y985.3526.6111010.8x0.2800194458ET20%SH
7028124.1111x1.txt70281241111x1985.3440.9x1111x1985.3440.911100.666661x0.0717063685wind
7028124.111m11.txt7028124111m11985.3473.2x111m11985.3473.2111111x0.15021876521/degC
7028124.111x11.txt7028124111x11985.3267.8x111x11985.3267.8111-411x-0.0872630044-1/degC
7028124.1m1111.txt70281241m1111985.3434.5x1m1111985.3434.511.110110.0561497326
7028124.1m1m1x.txt70281241m1m1x985.3548.1985.3548.1
7028124.1xm111.txt70281241xm111985.3453.5x1xm111985.3453.510.81.25011x0.1023334954ET
7028124.x11111.txt7028124x11111656.2377.8xx11111656.2377.80.666611011x-0.08
7028124.x11xx1.txt7028124x11xx1689.7279.3xx689.7279.3xxxxxxxxxxxxxxxxx
7098600.111111.txt7098600111111863.3426.4x111111863.3426.4111011x-0.02080.04240.08300.18270.03280.1175next 10%
7098600.11111x.txt709860011111x863.3506.8x11111x863.3506.8111010.9x-0.093280.189first 10%SH
7098600.11111y.txt709860011111y863.3556.9x11111y863.3556.9111010.8x0.3060506567ET20%SH
7098600.1111x1.txt70986001111x1863.3468.3x1111x1863.3468.311100.666661x0.0982645403wind
7098600.111m11.txt7098600111m11863.3504.3x111m11863.3504.3111111x0.18269230771/degC
7098600.111x11.txt7098600111x11863.3267.3x111x11863.3267.3111-411x-0.0932809568-1/degC
7098600.1m1111.txt70986001m1111863.3444.5x1m1111863.3444.511.110110.0424484053
7098600.1m1m1x.txt70986001m1m1x863.3579.5863.3579.5
7098600.1xm111.txt70986001xm111863.3461.8x1xm111863.3461.810.81.25011x0.0830206379ET
7098600.x11111.txt7098600x11111575399.8xx11111575399.80.666611011x-0.06
7098600.x11xx1.txt7098600x11xx1604.3290xx604.3290xxxxxxxxxxxxxxxxx
8204700.111111.txt8204700111111966.4384.8x111111966.4384.8111011x-0.02630.04810.08680.25230.01840.1928next 10%
8204700.11111x.txt820470011111x966.4491.5x11111x966.4491.5111010.9x-0.143390.277first 10%SH
8204700.11111y.txt820470011111y966.4565.7x11111y966.4565.7111010.8x0.4701143451ET20%SH
8204700.1111x1.txt82047001111x1966.4406x1111x1966.440611100.666661x0.0550935551wind
8204700.111m11.txt8204700111m11966.4481.9x111m11966.4481.9111111x0.25233887731/degC
8204700.111x11.txt8204700111x11966.4164.1x111x11966.4164.1111-411x-0.1433861746-1/degC
8204700.1m1111.txt82047001m1111966.4403.3x1m1111966.4403.311.110110.0480769231
8204700.1m1m1x.txt82047001m1m1x966.4579.6966.4579.6
8204700.1xm111.txt82047001xm111966.4418.2x1xm111966.4418.210.81.25011x0.0867983368ET
8204700.x11111.txt8204700x11111643.6354.4xx11111643.6354.40.666611011x-0.08
8204700.x11xx1.txt8204700x11xx1676.5176.9xx676.5176.9xxxxxxxxxxxxxxxxx
8500398.111111.txt8500398111111789.8178.9x111111789.8178.9111011x-0.03320.06820.21240.27950.03600.2890next 10%
8500398.11111x.txt850039811111x789.8236.2x11111x789.8236.2111010.9x-0.112910.320first 10%SH
8500398.11111y.txt850039811111y789.8287.9x11111y789.8287.9111010.8x0.6092789268ET20%SH
8500398.1111x1.txt85003981111x1789.8198.2x1111x1789.8198.211100.666661x0.107881498wind
8500398.111m11.txt8500398111m11789.8228.9x111m11789.8228.9111111x0.27948574621/degC
8500398.111x11.txt8500398111x11789.898.1x111x11789.898.1111-411x-0.1129122415-1/degC
8500398.1m1111.txt85003981m1111789.8191.1x1m1111789.8191.111.110110.0681945221
8500398.1m1m1x.txt85003981m1m1x789.8292.7789.8292.7
8500398.1xm111.txt85003981xm111789.8216.9x1xm111789.8216.910.81.25011x0.2124091671ET
8500398.x11111.txt8500398x11111526161.1xx11111526161.10.666611011x-0.10
8500398.x11xx1.txt8500398x11xx1552.9112.9xx552.9112.9xxxxxxxxxxxxxxxxx
ch_SWrad
29.363.4
36.329.4
-135.07-135.07
40.736.4
4830.3
47.633.2
5142.8
62.242.9
4027.9
26.315.2
51.453.5
46.437.3
40.526.1
4630.4
4221.5
50.828.9
24.519.3
50.733.7
54.653.1
44.731
40.525.4
36.233.4
41.136.1
33.830.6
51.743.2
29.824.6
40.838.5
41.732
19.913.1
30.929.8
3036.6
37.634.1
3439
27.415
27.227.4
29.126.3
26.328.9
26.227.9
29.933.8
25.229.6
24.915.5
24.930
26.526.9
30.127.7
28.228.7
34.536.4
31.916.6
31.331.6
29.930.5
2833.8
33.732.1
31.531.3
37.322.5
27.520.1
31.426.9
35.228.8
29.913.6
30.324.7
23.912.4
36.225.8
34.620.1
39.323.5
36.927
30.75.6
38.115.5
46.324.1
40.517.5
52.435
42.528.4
3217.8
42.827.7
3828.3
3615.5
41.114.4
37.316.5
41.737.4
38.628.7
39.419.4
43.438.5
3716.8
4331
41.833.6
38.622.8
36.624.5
41.221.7
31.324
24.211.1
45.519.5
43.226.2
37.916.4
35.815.3
35.513.8
36.218.9
3416.7
33.211.3
36.310.7
37.710.8
43.819.4
40.319
42.814.4
41.217.2
36.48.3
38.611.7
45.819.7
3715
37.620.8
48.623.4
41.421.3
44.523
39.316.8
42.111.9
45.539.1
45.230.3
3516
42.132.6
46.724
44.518.9
45.435.9
4838.6
41.917.8
4334.2
3935.9
34.911.6
46.223.9
44.235.5
50.440
49.234.2
50.836.7
38.124.9
gr2
narr
degrees longitude
W/m2
1981-1990 Reanalysis: SW radiation anomaly
ch_LWrad
-2.8Lon
-22.9-8.1
-135.07-135.07
-3.73.4
-8.70.8
-32.6-11
-15.2-24.1
-31.91.3
-27.4-7.5
-11.910.1
-13.9-27.8
-30.4-22.9
-11.215.1
-40.4-1.1
-42.5-2.8
-35-0.6
-8.613.1
-39.8-7
-40.6-42.1
-27.8-4.2
-24.51.6
-51-30.7
-45-36.1
-23.40.6
-48.7-34.7
-14.92.3
-28.7-26.7
-18.7-1.8
-2.814.3
-17-0.3
-20.6-19.1
-17.9-5.3
-28.9-12.3
-4.414
-10.7-3.8
-8.94.1
-13.91.2
-8.61.4
-22-8.1
-10.2-1.4
-69.8
-9-3.9
-7.6-4.9
-6.7-0.9
-72
-11.2-7.3
-4.128.3
-6.1-2
-7.4-2.7
-12.6-4.2
-6.5-4.4
-8.9-1.2
-7.87.4
-11.2-1.8
-7.7-1.3
-12.31.5
-1.913.5
-12.33.4
-7.625.2
-12.71.1
-3.521.7
-10.15
-13.37.2
-2.219.8
-6.516.9
-9.66.4
-1.714.8
-64.8
-7.21.3
-7.217.8
-17.4-0.4
-10-0.3
-6.511.1
-2.211.6
-8.522.1
-15.92.2
-9.21.6
-0.410.8
-6.1-1.1
4.225.9
-11.46.9
-30.1-8.1
-6.46.7
-15.40.7
-57.9
-10.86.4
4.731.4
-4.913.2
-5.211.8
-3.713.2
-15.23.6
-16.211.3
-5.68.2
-14.5-0.7
-20.19.3
-20.114
-6.58.3
-11.811
-15.20.5
-5.211.5
-611.9
-7.313.8
-5.815.1
-10.214.6
-82
-5-0.8
-5.114.3
-5.39.9
-7.4-0.4
-4.22.7
-1.96.8
1.23.2
-4.74
-2.75.4
-11-1.9
-3.63.2
-64.8
03.8
12.82.1
7.110.2
1.31.1
2.34.2
-9.14.5
-6.18.4
3.12.5
8.64.8
-1.35.2
-2.15.7
-1.93.6
gr2
narr
degrees longitude
W/m2
1981-1990 Reanalysis: LW radiation anomaly
ch_T
1.3Lon
-3.1-1.1
-135.07-135.07
0.81.1
-0.5-0.5
-5.6-2.8
-0.3-2.9
-30.5
-4.2-1.9
0.91.3
0-2.4
-2.5-2.4
00.5
-4.21.1
-4.50.6
-4.80
0.62.2
-5.6-0.6
-4-5.2
-4.2-0.3
-30.7
-8-4.6
-5.6-4.9
-1.61.4
-5.1-4
01.4
-3.2-3.5
-0.81.2
2.51.8
-0.41.1
-1.4-0.4
01
-2.50.8
2.11.8
1.41
0.60.9
-1.20.9
1.11
-11.4
-0.20.2
1.51.7
0.70.3
2.31.8
2.10.8
1.41.4
2.21.2
2.93.7
31.5
1.91
1.31.5