# Water Budget Terms for the Amazon Basin upstream of Óbidos
# This datafile contains estimates of water budget terms for the Amazon basin upstream of Óbidos.  Storage data is derived from the GRACE satellite, the time derivative is estimated using two methods, precipitation is estimated from 4 sources, Q (runoff) is measured from the gauging station at Óbidos, and evapotranspiration (ET) is estimated as ET=Q-P-dS/dt. All fluxes are reported in units of mm/s of water flux, and storage is reported in units of mm of water. For further description of the methods and data sources please see the accompanying manuscript:
# 
# A Direct Estimate of the Seasonal Cycle of Evapotranspiration over the Amazon Basin. 
# Swann, A.L.S., Koven, C.D.
# published in Journal of Hydrometeorology (2017).
# 
# Contact: Abigail Swann, aswann@uw.edu
# 
# missing data are reported as NaN
# 
# The data columns are as follows:
# month: months starting in January, 2002
# Storage: (mm), calculated from GRACE
# dSdt_center: (mm/s) change in storage per change in time calculated using a centered difference
# dSdt_interpolated: (mm/s) change in storage per change in time calculated using interpolated storage and a backwards difference
# Q: (mm/s) Runoff measured at the gauging station in Óbidos
# Precip_gpcp: (mm/s) precipitation estimated from GPCP
# Precip_trmm: (mm/s) precipitation estimated from TRMM
# Precip_gpcc: (mm/s) precipitation estimated from GPCC
# Precip_cru: (mm/s) precipitation estimated from CRU
# ET_center_gpcp: (mm/s) ET estimated using dSdt_center and Precip_gpcp
# ET_center_trmm: (mm/s) ET estimated using dSdt_center and Precip_trmm
# ET_center_gpcc: (mm/s) ET estimated using dSdt_center and Precip_gpcc
# ET_center_cru: (mm/s) ET estimated using dSdt_center and Precip_cru
# ET_interpolated_gpcp: (mm/s) ET estimated using dSdt_interpolated and Precip_gpcp
# ET_interpolated_trmm: (mm/s) ET estimated using dSdt_interpolated and Precip_trmm
# ET_interpolated_gpcc: (mm/s) ET estimated using dSdt_interpolated and Precip_gpcc
# ET_interpolated_cru: (mm/s) ET estimated using dSdt_interpolated and Precip_cru
# 
month,Storage,dSdt_center,dSdt_interpolated,Q,Precip_gpcp,Precip_trmm,Precip_gpcc,Precip_cru,ET_center_gpcp,ET_center_trmm,ET_center_gpcc,ET_center_cru,ET_interpolated_gpcp,ET_interpolated_trmm,ET_interpolated_gpcc,ET_interpolated_cru
1,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
2,NaN,NaN,NaN,3.3834e-05,0.0001099,0.0001109,9.2421e-05,9.7796e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
3,NaN,NaN,NaN,3.9533e-05,9.4922e-05,9.5378e-05,0.00010024,9.4389e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
4,NaN,NaN,2.2337e-05,4.5434e-05,9.8845e-05,9.7611e-05,7.9658e-05,9.6081e-05,NaN,NaN,NaN,NaN,3.1074e-05,2.984e-05,1.1886e-05,2.831e-05
5,183.23,NaN,-3.1812e-06,4.9352e-05,8.656e-05,8.9813e-05,8.1229e-05,8.664e-05,NaN,NaN,NaN,NaN,4.0389e-05,4.3642e-05,3.5058e-05,4.0469e-05
6,NaN,NaN,NaN,5.1366e-05,5.5281e-05,5.7254e-05,5.5243e-05,5.4944e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
7,NaN,NaN,NaN,4.9817e-05,4.8107e-05,5.3617e-05,4.9373e-05,4.6504e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
8,-15.576,NaN,-3.785e-05,4.4276e-05,4.2686e-05,4.47e-05,3.0943e-05,4.1057e-05,NaN,NaN,NaN,NaN,3.626e-05,3.8274e-05,2.4518e-05,3.4631e-05
9,-116.43,-3.3693e-05,-3.705e-05,3.6224e-05,3.8744e-05,4.027e-05,4.6929e-05,3.8034e-05,3.6213e-05,3.7739e-05,4.4398e-05,3.5503e-05,3.957e-05,4.1097e-05,4.7755e-05,3.886e-05
10,-190.24,-8.9131e-06,-1.0466e-05,2.607e-05,6.2469e-05,6.2577e-05,5.3883e-05,7.4402e-05,4.5311e-05,4.542e-05,3.6726e-05,5.7245e-05,4.6864e-05,4.6973e-05,3.8279e-05,5.8798e-05
11,-164.18,1.6567e-05,2.1011e-05,2.1552e-05,6.8391e-05,6.8807e-05,6.4988e-05,6.7756e-05,3.0272e-05,3.0687e-05,2.6869e-05,2.9636e-05,2.5828e-05,2.6243e-05,2.2425e-05,2.5193e-05
12,-104.35,1.9881e-05,2.1096e-05,2.5748e-05,9.1588e-05,9.2106e-05,9.2534e-05,9.4415e-05,4.5958e-05,4.6476e-05,4.6904e-05,4.8786e-05,4.4744e-05,4.5262e-05,4.569e-05,4.7571e-05
13,-57.679,1.7239e-05,1.5272e-05,2.9689e-05,6.9369e-05,7.0711e-05,7.2862e-05,6.6935e-05,2.244e-05,2.3783e-05,2.5933e-05,2.0007e-05,2.4408e-05,2.575e-05,2.7901e-05,2.1974e-05
14,-12.007,2.4256e-05,2.2319e-05,3.2707e-05,9.7066e-05,9.9609e-05,0.00010867,0.00010449,4.0103e-05,4.2646e-05,5.1712e-05,4.7525e-05,4.204e-05,4.4583e-05,5.3649e-05,4.9462e-05
15,59.682,2.7597e-05,3.2701e-05,3.613e-05,0.00010625,0.00010614,9.1513e-05,8.8821e-05,4.2522e-05,4.2416e-05,2.7787e-05,2.5095e-05,3.7418e-05,3.7312e-05,2.2683e-05,1.9991e-05
16,135.82,1.5512e-05,1.6154e-05,4.3383e-05,8.8669e-05,9.054e-05,9.2717e-05,8.5065e-05,2.9774e-05,3.1646e-05,3.3823e-05,2.617e-05,2.9132e-05,3.1004e-05,3.3181e-05,2.5528e-05
17,140.09,NaN,-2.6696e-06,4.807e-05,8.6478e-05,9.0402e-05,8.9332e-05,9.56e-05,NaN,NaN,NaN,NaN,4.1077e-05,4.5001e-05,4.3932e-05,5.0199e-05
18,NaN,-1.2532e-05,NaN,4.945e-05,6.4963e-05,6.7822e-05,5.3608e-05,6.9752e-05,2.8044e-05,3.0903e-05,1.6689e-05,3.2834e-05,NaN,NaN,NaN,NaN
19,72.964,NaN,-3.1842e-05,4.688e-05,3.8978e-05,4.1085e-05,5.1339e-05,4.1839e-05,NaN,NaN,NaN,NaN,2.394e-05,2.6047e-05,3.6301e-05,2.6801e-05
20,-38.5,-4.074e-05,-4.6197e-05,4.2052e-05,4.4757e-05,4.6115e-05,4.2979e-05,4.4631e-05,4.3445e-05,4.4803e-05,4.1667e-05,4.3319e-05,4.8902e-05,5.026e-05,4.7124e-05,4.8776e-05
21,-145.27,-2.3512e-05,-2.3962e-05,3.5161e-05,5.1606e-05,5.2597e-05,3.923e-05,5.6789e-05,3.9956e-05,4.0947e-05,2.758e-05,4.514e-05,4.0406e-05,4.1397e-05,2.803e-05,4.559e-05
22,-160.38,-1.0879e-06,2.3156e-06,2.5984e-05,5.6795e-05,5.6757e-05,5.9395e-05,5.3361e-05,3.1899e-05,3.1861e-05,3.4499e-05,2.8466e-05,2.8496e-05,2.8458e-05,3.1096e-05,2.5062e-05
23,-151.1,6.7535e-06,4.1005e-06,2.3015e-05,6.2331e-05,6.2298e-05,6.5365e-05,6.7878e-05,3.2562e-05,3.253e-05,3.5596e-05,3.8109e-05,3.5215e-05,3.5183e-05,3.8249e-05,4.0763e-05
24,-125.37,1.6628e-05,2.1676e-05,2.3467e-05,7.3563e-05,7.5304e-05,8.6918e-05,7.0823e-05,3.3468e-05,3.5209e-05,4.6823e-05,3.0728e-05,2.8421e-05,3.0162e-05,4.1776e-05,2.568e-05
25,-62.024,1.7399e-05,1.4996e-05,2.757e-05,7.6622e-05,7.6163e-05,6.8034e-05,8.776e-05,3.1653e-05,3.1194e-05,2.3064e-05,4.2791e-05,3.4057e-05,3.3597e-05,2.5468e-05,4.5195e-05
26,-32.17,2.0537e-05,1.736e-05,3.3318e-05,8.5337e-05,8.3688e-05,9.5899e-05,9.176e-05,3.1483e-05,2.9833e-05,4.2045e-05,3.7906e-05,3.4659e-05,3.301e-05,4.5221e-05,4.1082e-05
27,37.339,2.2406e-05,2.6266e-05,3.7546e-05,0.00010942,0.00010896,NaN,0.00010014,4.9465e-05,4.9005e-05,NaN,4.0187e-05,4.5605e-05,4.5145e-05,NaN,3.6327e-05
28,87.852,1.5943e-05,1.5902e-05,4.3748e-05,7.9498e-05,7.7505e-05,NaN,7.0168e-05,1.9807e-05,1.7814e-05,NaN,1.0477e-05,1.9849e-05,1.7855e-05,NaN,1.0518e-05
29,119.99,1.0024e-06,2.5444e-06,4.7232e-05,7.6167e-05,7.7936e-05,NaN,8.4119e-05,2.7933e-05,2.9701e-05,NaN,3.5885e-05,2.6391e-05,2.8159e-05,NaN,3.4343e-05
30,93.048,-1.7583e-05,-1.8899e-05,4.6103e-05,5.3611e-05,6.0127e-05,NaN,5.1777e-05,2.5091e-05,3.1607e-05,NaN,2.3257e-05,2.6407e-05,3.2923e-05,NaN,2.4573e-05
31,25.799,-3.1417e-05,-3.3463e-05,4.1735e-05,4.8464e-05,5.2265e-05,NaN,6.1828e-05,3.8145e-05,4.1947e-05,NaN,5.1509e-05,4.0191e-05,4.3993e-05,NaN,5.3555e-05
32,-75.244,-3.1752e-05,-3.4623e-05,3.712e-05,4.4053e-05,4.6519e-05,NaN,4.185e-05,3.8685e-05,4.1152e-05,NaN,3.6482e-05,4.1556e-05,4.4022e-05,NaN,3.9353e-05
33,-144.29,-1.6434e-05,-1.6356e-05,3.1316e-05,4.8153e-05,4.8492e-05,NaN,4.4326e-05,3.3271e-05,3.361e-05,NaN,2.9444e-05,3.3194e-05,3.3532e-05,NaN,2.9367e-05
34,-160.44,1.6079e-06,3.0298e-06,2.5698e-05,6.517e-05,6.517e-05,NaN,5.622e-05,3.7865e-05,3.7865e-05,NaN,2.8915e-05,3.6443e-05,3.6443e-05,NaN,2.7493e-05
35,-135.68,9.4954e-06,1.043e-05,2.3245e-05,7.5893e-05,7.6217e-05,NaN,6.8491e-05,4.3152e-05,4.3476e-05,NaN,3.575e-05,4.2218e-05,4.2542e-05,NaN,3.4816e-05
36,-111.21,1.297e-05,1.1289e-05,2.5044e-05,7.9189e-05,7.9275e-05,NaN,7.9558e-05,4.1175e-05,4.1261e-05,NaN,4.1544e-05,4.2856e-05,4.2942e-05,NaN,4.3225e-05
37,-66.2,2.3862e-05,2.4263e-05,2.885e-05,7.4983e-05,7.5808e-05,NaN,7.3039e-05,2.2271e-05,2.3097e-05,NaN,2.0327e-05,2.187e-05,2.2696e-05,NaN,1.9926e-05
38,16.61,3.3619e-05,3.4294e-05,3.2133e-05,0.00010262,0.00010147,NaN,0.00011054,3.6864e-05,3.5719e-05,NaN,4.4783e-05,3.6189e-05,3.5044e-05,NaN,4.4108e-05
39,96.462,2.4571e-05,2.8075e-05,4.072e-05,0.0001079,0.00010672,0.00010379,0.00010262,4.2607e-05,4.1424e-05,3.8497e-05,3.7324e-05,3.9103e-05,3.792e-05,3.4993e-05,3.382e-05
40,148.23,7.7278e-06,8.6978e-06,4.8813e-05,9.2443e-05,9.1585e-05,7.4133e-05,8.5812e-05,3.5902e-05,3.5044e-05,1.7592e-05,2.9271e-05,3.4932e-05,3.4074e-05,1.6622e-05,2.8301e-05
41,136.52,-1.7263e-05,-1.7843e-05,5.198e-05,6.7206e-05,7.0359e-05,7.8127e-05,6.338e-05,3.2489e-05,3.5642e-05,4.341e-05,2.8663e-05,3.3069e-05,3.6222e-05,4.399e-05,2.9243e-05
42,58.739,-3.2902e-05,-3.513e-05,4.957e-05,4.2482e-05,4.6331e-05,5.5629e-05,4.4031e-05,2.5814e-05,2.9663e-05,3.8961e-05,2.7363e-05,2.8041e-05,3.1891e-05,4.1189e-05,2.9591e-05
43,-39.728,-3.8982e-05,-4.0937e-05,4.3766e-05,3.5999e-05,3.8397e-05,4.968e-05,3.3565e-05,3.1215e-05,3.3612e-05,4.4896e-05,2.8781e-05,3.317e-05,3.5567e-05,4.6851e-05,3.0736e-05
44,-150.08,-3.4017e-05,-3.6089e-05,3.3908e-05,3.366e-05,3.5109e-05,4.4429e-05,4.1514e-05,3.3769e-05,3.5218e-05,4.4538e-05,4.1624e-05,3.5842e-05,3.7291e-05,4.6611e-05,4.3696e-05
45,-221.95,-1.6892e-05,-1.7075e-05,2.3114e-05,3.7718e-05,3.914e-05,4.6257e-05,3.7871e-05,3.1497e-05,3.2918e-05,4.0036e-05,3.1649e-05,3.1679e-05,3.31e-05,4.0218e-05,3.1832e-05
46,-237.65,3.5782e-06,4.8573e-06,1.6901e-05,7.1296e-05,7.2378e-05,6.2578e-05,7.2804e-05,5.0817e-05,5.1899e-05,4.2099e-05,5.2325e-05,4.9538e-05,5.062e-05,4.0819e-05,5.1046e-05
47,-202.78,1.7965e-05,1.6298e-05,1.8873e-05,7.12e-05,7.1435e-05,7.2009e-05,6.5087e-05,3.4362e-05,3.4597e-05,3.5172e-05,2.825e-05,3.6029e-05,3.6264e-05,3.6839e-05,2.9917e-05
48,-144.52,3.6784e-05,3.7517e-05,2.4457e-05,0.00010433,0.00010441,7.6332e-05,8.8008e-05,4.3089e-05,4.3173e-05,1.5091e-05,2.6767e-05,4.2356e-05,4.244e-05,1.4358e-05,2.6034e-05
49,-5.7377,4.6472e-05,5.2468e-05,3.1409e-05,0.00011303,0.00011521,7.2002e-05,0.0001079,3.515e-05,3.7331e-05,-5.8791e-06,3.0016e-05,2.9154e-05,3.1335e-05,-1.1875e-05,2.4019e-05
50,104.42,3.2325e-05,2.8443e-05,3.854e-05,0.00010236,0.0001046,9.746e-05,0.00010038,3.1498e-05,3.3736e-05,2.6595e-05,2.9514e-05,3.538e-05,3.7618e-05,3.0477e-05,3.3396e-05
51,150.67,1.7829e-05,1.9163e-05,4.7224e-05,0.00010647,0.00010578,0.00010189,9.6623e-05,4.142e-05,4.0729e-05,3.6832e-05,3.157e-05,4.0085e-05,3.9394e-05,3.5498e-05,3.0236e-05
52,199.92,6.1542e-06,8.1287e-06,5.223e-05,9.0055e-05,8.9973e-05,8.8059e-05,9.4439e-05,3.1671e-05,3.1589e-05,2.9675e-05,3.6055e-05,2.9697e-05,2.9615e-05,2.7701e-05,3.4081e-05
53,182.57,-1.4322e-05,-1.5401e-05,5.7703e-05,7.2669e-05,7.7716e-05,6.9944e-05,9.9671e-05,2.9287e-05,3.4334e-05,2.6563e-05,5.6289e-05,3.0367e-05,3.5414e-05,2.7642e-05,5.7369e-05
54,125.68,-2.8019e-05,-2.8386e-05,5.765e-05,5.6024e-05,5.9945e-05,4.351e-05,6.2303e-05,2.6394e-05,3.0314e-05,1.3879e-05,3.2672e-05,2.6761e-05,3.0681e-05,1.4246e-05,3.3039e-05
55,32.476,-3.8879e-05,-4.111e-05,5.0245e-05,4.6899e-05,5.1027e-05,3.6893e-05,4.3203e-05,3.5533e-05,3.9661e-05,2.5527e-05,3.1837e-05,3.7765e-05,4.1892e-05,2.7758e-05,3.4069e-05
56,-82.585,-3.8546e-05,-4.1014e-05,4.002e-05,3.7903e-05,3.92e-05,3.3811e-05,3.5185e-05,3.6429e-05,3.7725e-05,3.2337e-05,3.3711e-05,3.8897e-05,4.0194e-05,3.4805e-05,3.6179e-05
57,-174.01,-2.2564e-05,-2.3569e-05,2.91e-05,4.7853e-05,4.8218e-05,3.761e-05,3.6336e-05,4.1317e-05,4.1682e-05,3.1073e-05,2.98e-05,4.2322e-05,4.2687e-05,3.2078e-05,3.0805e-05
58,-199.55,2.3218e-06,2.8842e-06,2.0798e-05,6.4946e-05,6.5481e-05,6.8836e-05,6.2877e-05,4.1827e-05,4.2362e-05,4.5716e-05,3.9758e-05,4.1264e-05,4.1799e-05,4.5154e-05,3.9195e-05
59,-161.57,2.2152e-05,2.2783e-05,2.0631e-05,8.4131e-05,8.4057e-05,6.7964e-05,7.9392e-05,4.1348e-05,4.1275e-05,2.5181e-05,3.6609e-05,4.0717e-05,4.0643e-05,2.455e-05,3.5978e-05
60,-84.719,3.0479e-05,3.4956e-05,2.5771e-05,9.6742e-05,9.6229e-05,9.9636e-05,8.3995e-05,4.0491e-05,3.9978e-05,4.3385e-05,2.7744e-05,3.6015e-05,3.5502e-05,3.8908e-05,2.3267e-05
61,1.7038,1.9616e-05,1.8675e-05,3.1127e-05,9.4336e-05,9.7913e-05,0.00011158,9.2778e-05,4.3593e-05,4.717e-05,6.0833e-05,4.2035e-05,4.4534e-05,4.8111e-05,6.1774e-05,4.2976e-05
62,20.36,1.4356e-05,8.9724e-06,3.5774e-05,6.825e-05,6.9542e-05,0.00010068,7.0233e-05,1.812e-05,1.9412e-05,5.0554e-05,2.0103e-05,2.3504e-05,2.4796e-05,5.5937e-05,2.5486e-05
63,71.163,2.3456e-05,2.7795e-05,3.9506e-05,0.00010652,0.00010494,0.00010175,0.00010147,4.3559e-05,4.1973e-05,3.8791e-05,3.8511e-05,3.922e-05,3.7635e-05,3.4452e-05,3.4172e-05
64,146.01,1.9023e-05,2.1385e-05,4.4317e-05,9.9987e-05,9.842e-05,8.6365e-05,9.1959e-05,3.6647e-05,3.5079e-05,2.3025e-05,2.8619e-05,3.4285e-05,3.2717e-05,2.0663e-05,2.6257e-05
65,169.78,-3.2056e-06,-3.0193e-06,5.0461e-05,8.0286e-05,8.1303e-05,7.8694e-05,7.7211e-05,3.3031e-05,3.4048e-05,3.1439e-05,2.9955e-05,3.2845e-05,3.3861e-05,3.1252e-05,2.9769e-05
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76,196.56,6.6275e-06,5.9927e-06,5.3088e-05,7.7626e-05,7.5773e-05,NaN,9.026e-05,1.791e-05,1.6057e-05,NaN,3.0544e-05,1.8545e-05,1.6692e-05,NaN,3.1179e-05
77,210.7,-7.7676e-06,-4.6394e-06,5.6163e-05,7.9464e-05,8.0618e-05,NaN,7.5661e-05,3.107e-05,3.2223e-05,NaN,2.7266e-05,2.7941e-05,2.9095e-05,NaN,2.4137e-05
78,156.3,-2.9497e-05,-3.2624e-05,5.6882e-05,5.4569e-05,5.7622e-05,NaN,4.774e-05,2.7183e-05,3.0237e-05,NaN,2.0355e-05,3.031e-05,3.3364e-05,NaN,2.3482e-05
79,52.694,-4.0401e-05,-4.2719e-05,NaN,4.2602e-05,4.5144e-05,NaN,4.5447e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
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83,-149.94,1.7045e-05,1.64e-05,NaN,7.736e-05,7.7002e-05,NaN,7.4565e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
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85,18.709,3.639e-05,3.5747e-05,3.3707e-05,0.00010746,0.00010789,NaN,0.00010741,3.7366e-05,3.7797e-05,NaN,3.7318e-05,3.8009e-05,3.844e-05,NaN,3.7961e-05
86,117.62,4.1442e-05,4.1004e-05,4.2059e-05,0.00011323,0.00011554,NaN,0.00011301,2.973e-05,3.2042e-05,NaN,2.9504e-05,3.0169e-05,3.2481e-05,NaN,2.9943e-05
87,219.22,2.908e-05,3.3826e-05,5.1697e-05,0.00012204,0.00012211,9.6827e-05,0.00011586,4.1259e-05,4.1332e-05,1.605e-05,3.5084e-05,3.6513e-05,3.6585e-05,1.1304e-05,3.0337e-05
88,273.39,1.0221e-05,8.9904e-06,5.8366e-05,0.00010259,0.00010308,7.0953e-05,8.2862e-05,3.4003e-05,3.4489e-05,2.3658e-06,1.4275e-05,3.5233e-05,3.5719e-05,3.5964e-06,1.5506e-05
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124,260.17,NaN,8.4355e-06,5.7908e-05,9.0766e-05,8.9971e-05,NaN,7.867e-05,NaN,NaN,NaN,NaN,2.4423e-05,2.3627e-05,NaN,1.2327e-05
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162,NaN,NaN,NaN,NaN,5.012e-05,5.7867e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
163,161.08,NaN,-4.2975e-05,NaN,4.4645e-05,5.0256e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
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166,NaN,NaN,NaN,NaN,3.9796e-05,3.9603e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
167,NaN,NaN,NaN,NaN,NaN,6.0142e-05,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
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