GIOP sensitivity analyses
Baseline indicates preliminary configuration
baseline vs. flat t| NOMAD |
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giop_eval_stats_base_tflat product N APD stddev RMSE bias r2 slope intercept adg412 830 0.92 2.88 0.012 0.002 1.00 1.01 0.009 adg443 834 0.92 3.32 0.014 0.001 1.00 1.00 0.006 adg555 838 0.93 3.72 0.016 0.001 1.00 1.00 0.004 adg670 839 0.92 3.72 0.016 0.001 1.00 1.00 0.005 aph412 820 1.12 10.26 0.044 -0.014 0.99 1.01 -0.007 aph443 819 1.12 10.26 0.044 -0.014 0.99 1.01 -0.006 aph555 831 1.14 10.49 0.044 -0.015 1.00 1.00 -0.019 aph670 823 1.12 10.33 0.044 -0.014 1.00 1.00 -0.012 bbp412 836 1.41 3.93 0.016 -0.006 1.00 0.99 -0.021 bbp443 836 1.42 3.92 0.016 -0.006 1.00 0.99 -0.020 bbp555 836 1.48 3.89 0.016 -0.006 1.00 1.00 -0.018 bbp670 836 1.56 3.87 0.016 -0.006 1.00 1.00 -0.016 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
t flat
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.0 26.5 46.6 30.0
stddev 58.1 30.8 66.3 82.1 58.7
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| IOCCG |
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giop_eval_stats_base_tflat product N APD stddev RMSE bias r2 slope intercept adg412 443 1.74 2.28 0.013 -0.002 1.00 1.00 0.002 adg443 450 1.76 2.78 0.016 -0.003 1.00 1.00 -0.001 adg555 455 1.78 4.67 0.023 -0.004 1.00 1.00 -0.010 adg670 455 1.78 4.67 0.023 -0.004 1.00 1.00 -0.012 aph412 436 3.17 15.24 0.065 -0.033 0.99 0.98 -0.062 aph443 436 3.17 15.24 0.065 -0.033 0.99 0.98 -0.059 aph555 436 3.17 15.24 0.064 -0.033 0.99 0.98 -0.075 aph670 436 3.17 15.24 0.064 -0.033 0.99 0.98 -0.067 bbp412 455 1.23 6.09 0.022 -0.012 1.00 0.98 -0.058 bbp443 455 1.26 6.07 0.022 -0.012 1.00 0.98 -0.057 bbp555 455 1.30 5.97 0.023 -0.011 1.00 0.98 -0.051 bbp670 455 1.34 5.90 0.023 -0.011 1.00 0.98 -0.047 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
t flat
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.8 10.3 30.7 38.6
stddev 1.7 71.5 128.2 73.7 118.0
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baseline vs. Gordon 88
| NOMAD |
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giop_eval_stats_base_g88 product N APD stddev RMSE bias r2 slope intercept adg412 820 5.05 12.73 0.059 -0.016 0.98 0.95 -0.072 adg443 823 5.07 14.57 0.065 -0.018 0.98 0.94 -0.099 adg555 827 5.09 17.25 0.076 -0.020 0.97 0.92 -0.189 adg670 828 5.09 17.46 0.076 -0.020 0.97 0.92 -0.257 aph412 805 4.07 25.20 0.107 -0.016 0.95 0.88 -0.192 aph443 805 4.07 25.20 0.107 -0.016 0.95 0.88 -0.189 aph555 816 4.10 28.69 0.117 -0.022 0.97 0.88 -0.276 aph670 808 4.08 26.41 0.109 -0.018 0.96 0.89 -0.212 bbp412 828 7.32 23.69 0.082 -0.001 0.97 0.81 -0.419 bbp443 828 7.32 23.69 0.082 -0.001 0.97 0.82 -0.415 bbp555 828 7.32 23.69 0.083 -0.001 0.97 0.83 -0.404 bbp670 829 7.33 24.28 0.084 -0.001 0.98 0.84 -0.394 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
G88
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 29.3 25.1 48.2 27.6
stddev 137.0 30.6 157.7 135.5 156.8
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| IOCCG |
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giop_eval_stats_base_g88 product N APD stddev RMSE bias r2 slope intercept adg412 440 6.16 11.36 0.049 -0.018 0.99 0.96 -0.057 adg443 447 6.22 13.86 0.056 -0.023 0.99 0.95 -0.082 adg555 454 6.26 20.57 0.092 -0.033 0.98 0.92 -0.186 adg670 454 6.26 20.57 0.092 -0.033 0.98 0.92 -0.257 aph412 419 8.32 44.50 0.194 -0.079 0.87 0.79 -0.375 aph443 419 8.32 44.50 0.195 -0.079 0.85 0.78 -0.368 aph555 420 8.34 45.05 0.194 -0.081 0.92 0.82 -0.455 aph670 420 8.34 45.05 0.194 -0.081 0.90 0.80 -0.402 bbp412 454 8.90 28.29 0.098 -0.040 0.96 0.78 -0.467 bbp443 454 8.90 28.29 0.098 -0.040 0.96 0.79 -0.460 bbp555 454 8.90 28.29 0.100 -0.040 0.97 0.81 -0.439 bbp670 454 8.90 28.29 0.101 -0.040 0.97 0.82 -0.423 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
G88
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.1 8.7 8.3 24.1 38.6
stddev 78.0 83.0 199.7 87.3 200.3
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baseline vs. SVD
| NOMAD |
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giop_eval_stats_base_svd6 product N APD stddev RMSE bias r2 slope intercept adg412 791 3.10 13.87 0.070 0.006 0.98 0.99 -0.002 adg443 794 3.13 15.94 0.080 0.003 0.97 0.98 -0.024 adg555 797 3.14 17.64 0.090 0.001 0.97 0.96 -0.074 adg670 798 3.14 17.70 0.090 0.001 0.97 0.96 -0.106 aph412 751 20.03 29.90 0.179 -0.064 0.89 1.04 -0.027 aph443 751 20.03 29.90 0.179 -0.064 0.88 1.04 -0.025 aph555 764 20.17 32.66 0.193 -0.070 0.92 1.00 -0.083 aph670 754 20.09 30.77 0.186 -0.066 0.91 1.02 -0.046 bbp412 799 15.93 21.46 0.137 -0.042 0.93 0.97 -0.122 bbp443 799 15.93 21.46 0.137 -0.042 0.93 0.97 -0.119 bbp555 799 15.93 21.46 0.137 -0.042 0.94 0.97 -0.112 bbp670 799 15.93 21.46 0.138 -0.042 0.95 0.98 -0.107 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
SVD6
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 2.7 25.6 27.2 40.8 38.2
stddev 251.3 238.2 216.7 201.8 220.9
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| IOCCG |
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giop_eval_stats_base_svd6 product N APD stddev RMSE bias r2 slope intercept adg412 443 2.00 8.76 0.043 0.002 1.00 1.00 0.003 adg443 447 2.01 9.82 0.048 0.001 1.00 1.00 -0.004 adg555 451 2.10 14.86 0.076 -0.004 0.99 0.98 -0.042 adg670 451 2.10 14.86 0.076 -0.004 0.99 0.98 -0.060 aph412 435 11.07 20.53 0.126 0.019 0.96 0.99 0.007 aph443 435 11.07 20.53 0.127 0.019 0.96 0.99 0.008 aph555 435 11.07 20.53 0.126 0.019 0.98 0.99 -0.001 aph670 435 11.06 20.53 0.126 0.019 0.97 0.99 0.004 bbp412 451 7.11 16.12 0.087 0.008 0.98 0.94 -0.109 bbp443 451 7.11 16.12 0.087 0.008 0.98 0.94 -0.106 bbp555 451 7.11 16.12 0.088 0.008 0.98 0.95 -0.096 bbp670 451 7.11 16.12 0.089 0.008 0.98 0.95 -0.089 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
SVD6
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.4 10.1 9.8 26.7 43.2
stddev 100.6 117.4 127.7 120.0 137.2
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baseline vs. L-M 5-wl
| NOMAD |
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giop_eval_stats_base_lm5 product N APD stddev RMSE bias r2 slope intercept adg412 800 0.06 16.24 0.067 -0.009 0.98 0.93 -0.084 adg443 802 0.06 17.50 0.073 -0.011 0.97 0.92 -0.114 adg555 807 0.06 21.10 0.123 -0.015 0.92 0.91 -0.214 aph412 796 0.61 29.69 0.140 -0.036 0.91 0.87 -0.229 aph443 796 0.61 29.69 0.140 -0.036 0.90 0.87 -0.226 aph555 807 0.63 32.59 0.159 -0.043 0.93 0.87 -0.327 bbp412 808 0.42 28.16 0.130 -0.032 0.92 0.88 -0.311 bbp443 808 0.42 28.16 0.130 -0.032 0.92 0.88 -0.309 bbp555 808 0.42 28.16 0.131 -0.032 0.94 0.89 -0.303 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
LM5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.6 26.5 25.7 48.6 26.9
stddev 58.0 30.0 205.6 222.0 202.0
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| IOCCG |
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giop_eval_stats_base_lm5 product N APD stddev RMSE bias r2 slope intercept adg412 416 0.11 18.04 0.077 -0.017 0.98 0.96 -0.056 adg443 416 0.11 18.04 0.077 -0.017 0.98 0.96 -0.066 adg555 423 0.11 25.71 0.135 -0.018 0.96 0.96 -0.098 aph412 404 0.48 32.89 0.152 -0.037 0.93 0.91 -0.169 aph443 404 0.48 32.89 0.152 -0.037 0.92 0.91 -0.169 aph555 406 0.51 33.80 0.167 -0.035 0.95 0.94 -0.166 bbp412 423 0.36 32.06 0.172 -0.037 0.89 0.93 -0.183 bbp443 423 0.36 32.06 0.172 -0.037 0.89 0.93 -0.182 bbp555 423 0.36 32.06 0.173 -0.037 0.91 0.94 -0.180 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
LM5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 0.9 13.1 9.0 29.1 34.0
stddev 0.7 273.0 291.1 278.3 297.4
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L-M 5-wl vs. SVD 5-wl
| NOMAD |
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giop_eval_stats_lm5_svd5 product N APD stddev RMSE bias r2 slope intercept adg412 873 1.57 15.53 0.076 -0.001 0.97 0.94 -0.064 adg443 873 1.57 15.53 0.076 -0.001 0.97 0.94 -0.078 adg555 875 1.58 17.78 0.096 -0.004 0.95 0.92 -0.172 aph412 842 7.56 30.89 0.156 -0.065 0.89 0.89 -0.231 aph443 841 7.56 30.43 0.153 -0.064 0.88 0.89 -0.218 aph555 850 7.59 31.54 0.156 -0.065 0.93 0.91 -0.268 bbp412 876 3.52 25.27 0.139 -0.047 0.90 0.90 -0.286 bbp443 876 3.52 25.27 0.139 -0.047 0.91 0.90 -0.284 bbp555 876 3.52 25.27 0.140 -0.047 0.92 0.91 -0.278 LM5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.6 26.6 27.3 52.4 28.9
stddev 2.1 31.1 30.7 42.8 37.1
SVD5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 23.7 29.7 53.5 29.6
stddev 144.8 28.7 112.0 92.3 113.5
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| IOCCG |
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giop_eval_stats_lm5_svd5 product N APD stddev RMSE bias r2 slope intercept adg412 429 1.05 18.67 0.090 -0.022 0.98 0.96 -0.065 adg443 429 1.05 18.67 0.090 -0.022 0.98 0.96 -0.076 adg555 430 1.05 19.92 0.096 -0.024 0.97 0.95 -0.128 aph412 411 5.30 20.43 0.105 0.008 0.96 0.95 -0.064 aph443 411 5.30 20.43 0.105 0.008 0.96 0.94 -0.065 aph555 412 5.32 21.69 0.113 0.007 0.98 0.95 -0.087 bbp412 429 1.87 22.82 0.111 -0.018 0.94 0.92 -0.177 bbp443 429 1.87 22.82 0.111 -0.018 0.94 0.93 -0.175 bbp555 429 1.87 22.82 0.112 -0.018 0.95 0.93 -0.170 LM5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 0.9 15.6 10.8 33.9 39.6
stddev 0.8 26.8 22.5 31.9 34.4
SVD5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 0.9 13.8 9.6 32.7 37.7
stddev 99.6 147.3 162.0 143.3 169.1
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baseline vs. Ciotti Sf=0.5
| NOMAD |
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giop_eval_stats_base_caph product N APD stddev RMSE bias r2 slope intercept adg412 780 5.55 15.89 0.093 -0.014 0.95 0.96 -0.057 adg443 780 5.55 15.89 0.093 -0.014 0.95 0.96 -0.065 adg555 780 5.55 15.89 0.093 -0.014 0.95 0.96 -0.096 adg670 780 5.55 15.89 0.093 -0.014 0.95 0.96 -0.128 aph412 754 13.86 34.54 0.120 -0.089 0.88 0.74 -0.517 aph443 751 6.00 31.69 0.121 -0.057 0.88 0.78 -0.392 aph555 760 98.56 40.63 0.129 -0.413 0.86 0.58 -1.459 aph670 756 55.90 40.21 0.124 -0.241 0.87 0.65 -0.940 bbp412 780 12.87 27.74 0.144 -0.086 0.87 0.86 -0.426 bbp443 780 12.87 27.74 0.144 -0.086 0.88 0.86 -0.427 bbp555 781 12.87 27.89 0.143 -0.086 0.90 0.87 -0.428 bbp670 781 12.87 27.89 0.143 -0.086 0.91 0.88 -0.427 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
Sf=0.5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.9 23.7 33.7 47.1 29.1
stddev 295.8 75.3 302.0 297.0 296.8
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| IOCCG |
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giop_eval_stats_base_caph product N APD stddev RMSE bias r2 slope intercept adg412 377 6.39 8.70 0.040 -0.025 0.99 0.99 -0.041 adg443 380 6.42 9.62 0.043 -0.027 0.99 0.99 -0.053 adg555 382 6.47 11.42 0.049 -0.029 0.99 0.98 -0.085 adg670 382 6.47 11.42 0.049 -0.029 0.99 0.98 -0.106 aph412 346 7.60 41.95 0.130 -0.094 0.87 0.72 -0.579 aph443 346 4.76 38.22 0.132 -0.065 0.86 0.76 -0.443 aph555 347 92.21 47.18 0.125 -0.383 0.88 0.56 -1.541 aph670 346 49.55 47.35 0.126 -0.230 0.87 0.63 -1.014 bbp412 382 12.21 26.34 0.091 -0.081 0.94 0.87 -0.380 bbp443 382 12.21 26.34 0.091 -0.081 0.95 0.87 -0.379 bbp555 382 12.21 26.34 0.090 -0.081 0.96 0.88 -0.373 bbp670 382 12.21 26.34 0.089 -0.081 0.97 0.89 -0.368 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
Sf=0.5
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 0.9 20.9 13.3 26.6 21.2
stddev 417.6 384.3 400.0 388.9 407.0
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baseline vs. GSM aph
| NOMAD |
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giop_eval_stats_base_gaph product N APD stddev RMSE bias r2 slope intercept adg412 795 24.03 23.48 0.114 0.100 0.93 0.93 0.040 adg443 796 24.04 23.68 0.115 0.099 0.93 0.92 0.016 adg555 796 24.04 23.68 0.115 0.099 0.93 0.92 -0.053 adg670 796 24.04 23.68 0.115 0.099 0.93 0.92 -0.124 aph412 763 162.27 17.05 0.120 -0.771 0.94 1.02 -0.944 aph443 759 35.89 23.42 0.128 -0.116 0.93 1.09 -0.030 aph555 768 24.27 31.09 0.105 -0.085 0.96 0.81 -0.517 aph670 763 83.07 20.22 0.110 -0.314 0.95 0.90 -0.579 bbp412 791 15.88 16.84 0.074 -0.069 0.98 1.01 -0.067 bbp443 791 15.88 16.84 0.074 -0.069 0.98 1.01 -0.067 bbp555 791 15.88 16.84 0.074 -0.069 0.98 1.01 -0.067 bbp670 791 15.88 16.84 0.074 -0.069 0.98 1.01 -0.067 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
GSM aph
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 4.4 21.4 27.2 32.4 60.4
stddev 302.7 184.2 233.8 246.4 241.6
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| IOCCG |
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giop_eval_stats_base_gaph product N APD stddev RMSE bias r2 slope intercept adg412 442 19.68 14.80 0.077 0.046 0.98 0.91 -0.020 adg443 449 19.79 15.25 0.079 0.043 0.98 0.91 -0.049 adg555 456 19.86 20.12 0.110 0.034 0.97 0.89 -0.177 adg670 456 19.86 20.12 0.110 0.034 0.97 0.89 -0.280 aph412 441 159.56 17.58 0.165 -0.831 0.95 1.03 -0.897 aph443 441 32.80 28.56 0.182 -0.083 0.93 1.10 0.029 aph555 442 22.42 37.72 0.121 -0.123 0.97 0.81 -0.504 aph670 442 78.58 26.39 0.136 -0.352 0.96 0.90 -0.551 bbp412 456 13.70 27.16 0.142 -0.093 0.94 0.93 -0.234 bbp443 456 13.70 27.16 0.143 -0.093 0.94 0.93 -0.231 bbp555 456 13.70 27.16 0.143 -0.093 0.95 0.94 -0.223 bbp670 456 13.70 27.16 0.144 -0.093 0.96 0.95 -0.217 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
GSM aph
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 3.3 19.7 19.4 23.0 48.3
stddev 203.1 51.7 50.6 50.1 57.6
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baseline vs. chl-10%
| NOMAD |
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giop_eval_stats_base_aphm10 product N APD stddev RMSE bias r2 slope intercept adg412 828 0.40 9.03 0.045 -0.001 0.99 0.98 -0.022 adg443 832 0.40 9.14 0.046 -0.001 0.99 0.98 -0.027 adg555 836 0.40 10.80 0.046 -0.001 0.99 0.98 -0.043 adg670 837 0.40 10.81 0.046 -0.001 0.99 0.98 -0.061 aph412 820 1.69 4.47 0.019 -0.008 1.00 0.99 -0.026 aph443 820 1.09 4.56 0.019 -0.006 1.00 0.99 -0.024 aph555 834 4.36 5.83 0.026 -0.019 1.00 0.99 -0.043 aph670 825 3.13 5.43 0.024 -0.014 1.00 0.99 -0.033 bbp412 837 0.60 6.87 0.028 -0.007 1.00 0.98 -0.046 bbp443 837 0.60 6.87 0.028 -0.007 1.00 0.98 -0.046 bbp555 837 0.60 6.87 0.028 -0.007 1.00 0.98 -0.044 bbp670 838 0.60 6.87 0.028 -0.007 1.00 0.99 -0.043 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
chl -10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.0 26.5 48.4 29.8
stddev 2.9 30.6 32.9 71.1 42.1
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| IOCCG |
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giop_eval_stats_base_aphm10 product N APD stddev RMSE bias r2 slope intercept adg412 442 0.39 1.70 0.007 -0.002 1.00 1.00 -0.006 adg443 448 0.39 1.89 0.009 -0.002 1.00 1.00 -0.005 adg555 454 0.39 3.63 0.016 -0.001 1.00 1.00 -0.001 adg670 455 0.39 5.10 0.023 -0.000 1.00 1.00 0.009 aph412 441 1.88 4.84 0.023 -0.003 1.00 1.01 0.004 aph443 441 1.32 5.10 0.023 -0.000 1.00 1.01 0.007 aph555 442 4.35 4.06 0.023 -0.013 1.00 1.01 -0.004 aph670 441 3.25 4.33 0.023 -0.008 1.00 1.01 -0.001 bbp412 455 0.61 5.90 0.027 -0.001 1.00 1.01 0.016 bbp443 455 0.61 5.90 0.027 -0.001 1.00 1.01 0.015 bbp555 455 0.61 5.90 0.027 -0.001 1.00 1.01 0.013 bbp670 455 0.61 5.90 0.027 -0.001 1.00 1.01 0.012 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
chl -10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.1 31.1 39.3
stddev 1.8 72.9 86.4 88.5 94.5
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baseline vs. chl-33%
| NOMAD |
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giop_eval_stats_base_aphm33 product N APD stddev RMSE bias r2 slope intercept adg412 825 1.43 12.38 0.062 0.001 0.98 0.95 -0.049 adg443 828 1.44 13.17 0.064 -0.000 0.98 0.95 -0.069 adg555 830 1.44 13.42 0.065 -0.001 0.98 0.94 -0.121 adg670 831 1.44 13.64 0.065 -0.001 0.98 0.94 -0.171 aph412 820 6.29 16.03 0.071 -0.032 0.98 0.96 -0.097 aph443 820 4.02 16.39 0.070 -0.024 0.98 0.96 -0.087 aph555 833 16.42 17.09 0.083 -0.073 0.99 0.96 -0.170 aph670 823 11.75 16.50 0.077 -0.054 0.98 0.96 -0.133 bbp412 836 2.20 17.77 0.079 -0.025 0.98 0.94 -0.153 bbp443 836 2.20 17.77 0.079 -0.025 0.98 0.95 -0.152 bbp555 836 2.20 17.77 0.079 -0.025 0.98 0.95 -0.149 bbp670 836 2.20 17.77 0.079 -0.025 0.98 0.95 -0.147 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
chl -33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 25.3 27.0 50.3 28.0
stddev 2.9 29.8 51.3 91.7 56.0
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| IOCCG |
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 |
 |
giop_eval_stats_base_aphm33 product N APD stddev RMSE bias r2 slope intercept adg412 441 1.38 6.07 0.025 -0.007 1.00 0.98 -0.022 adg443 446 1.41 6.72 0.030 -0.006 1.00 0.99 -0.019 adg555 454 1.45 9.88 0.046 -0.006 1.00 0.99 -0.019 adg670 454 1.45 9.88 0.046 -0.006 1.00 0.99 -0.026 aph412 440 7.02 16.02 0.085 -0.013 0.98 1.02 0.008 aph443 440 4.86 16.94 0.085 -0.005 0.98 1.02 0.016 aph555 442 16.39 14.28 0.090 -0.051 0.99 1.02 -0.017 aph670 440 12.09 14.26 0.085 -0.034 0.99 1.02 -0.012 bbp412 454 2.22 13.02 0.063 -0.011 0.99 1.01 0.000 bbp443 454 2.22 13.02 0.063 -0.011 0.99 1.01 -0.001 bbp555 454 2.22 13.02 0.063 -0.011 0.99 1.00 -0.003 bbp670 454 2.22 13.02 0.063 -0.011 0.99 1.00 -0.005 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
chl -33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 15.2 10.1 31.1 37.2
stddev 2.2 87.1 86.9 88.8 94.2
|
baseline vs. chl+10%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_aphp10 product N APD stddev RMSE bias r2 slope intercept adg412 827 0.37 7.41 0.031 0.001 1.00 1.02 0.020 adg443 830 0.37 7.41 0.031 0.001 1.00 1.02 0.025 adg555 839 0.37 11.54 0.033 0.001 1.00 1.02 0.036 adg670 840 0.38 11.54 0.033 0.001 1.00 1.02 0.050 aph412 820 1.55 4.06 0.018 0.007 1.00 1.01 0.018 aph443 820 1.02 4.16 0.018 0.005 1.00 1.01 0.016 aph555 832 3.96 4.70 0.022 0.017 1.00 1.01 0.035 aph670 823 2.85 4.16 0.019 0.012 1.00 1.01 0.026 bbp412 837 0.57 7.49 0.033 0.006 1.00 1.02 0.044 bbp443 837 0.57 7.49 0.033 0.006 1.00 1.02 0.043 bbp555 837 0.57 7.49 0.033 0.006 1.00 1.01 0.042 bbp670 838 0.57 7.48 0.034 0.006 1.00 1.01 0.040 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
chl +10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 27.5 26.5 48.3 30.5
stddev 67.0 75.8 52.9 58.2 71.0
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_aphp10 product N APD stddev RMSE bias r2 slope intercept adg412 443 0.36 1.61 0.007 0.002 1.00 1.00 0.005 adg443 446 0.37 1.64 0.007 0.002 1.00 1.00 0.005 adg555 450 0.37 3.10 0.014 0.001 1.00 1.00 0.003 adg670 450 0.37 3.10 0.014 0.001 1.00 1.00 0.003 aph412 437 1.72 4.91 0.020 0.003 1.00 1.00 -0.001 aph443 437 1.17 5.11 0.020 0.001 1.00 1.00 -0.003 aph555 438 3.92 4.30 0.020 0.012 1.00 1.00 0.007 aph670 437 2.97 4.51 0.020 0.008 1.00 1.00 0.003 bbp412 450 0.56 3.90 0.018 0.002 1.00 1.00 -0.005 bbp443 450 0.56 3.90 0.018 0.002 1.00 1.00 -0.005 bbp555 450 0.56 3.90 0.018 0.002 1.00 1.00 -0.004 bbp670 450 0.56 3.90 0.018 0.002 1.00 1.00 -0.003 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
chl +10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 13.3 10.1 29.5 39.8
stddev 1.6 128.0 128.4 130.3 136.9
|
baseline vs. chl+33%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_aphp33 product N APD stddev RMSE bias r2 slope intercept adg412 818 1.11 13.67 0.069 0.001 0.98 1.05 0.055 adg443 822 1.12 14.10 0.071 0.002 0.98 1.05 0.068 adg555 829 1.13 17.67 0.076 0.002 0.98 1.05 0.116 adg670 830 1.13 18.81 0.076 0.002 0.98 1.05 0.163 aph412 815 4.67 10.83 0.050 0.020 0.99 1.02 0.058 aph443 815 3.06 11.14 0.050 0.015 0.99 1.03 0.052 aph555 826 11.87 10.96 0.056 0.048 0.99 1.02 0.093 aph670 817 8.54 10.62 0.052 0.035 0.99 1.02 0.077 bbp412 829 1.72 12.96 0.058 0.016 0.99 1.03 0.096 bbp443 829 1.72 12.96 0.058 0.016 0.99 1.03 0.095 bbp555 829 1.72 12.96 0.057 0.016 0.99 1.03 0.093 bbp670 830 1.72 12.95 0.057 0.016 0.99 1.03 0.091 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
chl +33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 28.8 25.1 48.5 31.0
stddev 100.2 75.9 119.3 123.7 120.5
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_aphp33 product N APD stddev RMSE bias r2 slope intercept adg412 443 1.13 4.99 0.021 0.006 1.00 1.01 0.016 adg443 450 1.15 5.15 0.024 0.005 1.00 1.01 0.014 adg555 454 1.17 7.49 0.036 0.004 1.00 1.00 0.007 adg670 454 1.17 7.49 0.036 0.004 1.00 1.00 0.009 aph412 440 5.22 11.90 0.067 0.004 0.99 0.99 -0.008 aph443 440 3.78 12.60 0.067 -0.002 0.99 0.99 -0.013 aph555 441 11.85 9.83 0.066 0.032 0.99 0.99 0.013 aph670 440 9.01 10.53 0.067 0.019 0.99 0.99 0.004 bbp412 454 1.77 9.81 0.048 0.006 0.99 0.99 -0.019 bbp443 454 1.77 9.81 0.048 0.006 0.99 0.99 -0.018 bbp555 454 1.77 9.81 0.048 0.006 0.99 0.99 -0.015 bbp670 454 1.77 9.81 0.048 0.006 1.00 0.99 -0.013 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
chl +33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.1 13.3 10.7 31.0 43.0
stddev 1.5 86.2 86.2 87.8 95.4
|
baseline vs. eta-10%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_etam10 product N APD stddev RMSE bias r2 slope intercept adg412 830 2.70 4.82 0.015 -0.011 1.00 1.00 -0.011 adg443 834 2.70 4.86 0.015 -0.011 1.00 1.00 -0.012 adg555 839 2.71 4.88 0.015 -0.011 1.00 1.00 -0.013 adg670 840 2.71 4.87 0.015 -0.011 1.00 1.00 -0.012 aph412 822 1.25 2.16 0.008 -0.003 1.00 1.00 -0.009 aph443 822 1.25 2.16 0.008 -0.003 1.00 1.00 -0.009 aph555 834 1.25 2.51 0.009 -0.004 1.00 1.00 -0.011 aph670 825 1.25 2.33 0.008 -0.003 1.00 1.00 -0.009 bbp412 838 4.29 2.61 0.011 -0.016 1.00 1.00 -0.014 bbp443 838 3.36 2.48 0.010 -0.012 1.00 1.00 -0.015 bbp555 838 0.47 2.49 0.009 -0.002 1.00 0.99 -0.021 bbp670 838 2.04 2.62 0.009 0.006 1.00 0.99 -0.025 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
eta -10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 25.5 27.1 50.2 29.8
stddev 33.7 30.6 33.3 58.4 42.5
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_etam10 product N APD stddev RMSE bias r2 slope intercept adg412 443 2.31 1.27 0.004 -0.009 1.00 1.00 -0.006 adg443 449 2.25 1.29 0.004 -0.009 1.00 1.00 -0.005 adg555 455 2.25 1.51 0.006 -0.009 1.00 1.00 -0.003 adg670 455 2.25 1.51 0.006 -0.009 1.00 1.00 0.001 aph412 441 0.89 1.16 0.006 -0.003 1.00 1.00 -0.001 aph443 441 0.89 1.16 0.006 -0.003 1.00 1.00 -0.001 aph555 443 0.89 1.17 0.006 -0.003 1.00 1.00 0.000 aph670 442 0.88 1.16 0.006 -0.003 1.00 1.00 -0.000 bbp412 455 2.84 1.92 0.006 -0.012 1.00 1.01 0.005 bbp443 455 2.34 1.49 0.005 -0.009 1.00 1.01 0.002 bbp555 455 0.43 0.93 0.004 -0.001 1.00 1.00 -0.007 bbp670 455 0.96 1.80 0.005 0.006 1.00 0.99 -0.014 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
eta -10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.1 15.1 9.8 31.8 39.5
stddev 1.7 72.5 71.9 74.5 80.8
|
baseline vs. eta-33%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_etam33 product N APD stddev RMSE bias r2 slope intercept adg412 826 8.55 8.99 0.043 -0.035 0.99 1.01 -0.029 adg443 831 8.58 10.56 0.043 -0.035 0.99 1.01 -0.029 adg555 836 8.59 10.71 0.044 -0.035 0.99 1.01 -0.025 adg670 837 8.60 10.71 0.044 -0.035 0.99 1.01 -0.019 aph412 822 4.22 7.55 0.021 -0.012 1.00 0.99 -0.024 aph443 822 4.22 7.55 0.020 -0.012 1.00 0.99 -0.025 aph555 834 4.25 8.39 0.024 -0.013 1.00 0.99 -0.032 aph670 825 4.23 7.97 0.022 -0.012 1.00 0.99 -0.026 bbp412 837 14.05 6.67 0.028 -0.050 1.00 1.01 -0.034 bbp443 837 11.01 6.08 0.026 -0.040 1.00 1.00 -0.040 bbp555 837 1.51 6.01 0.023 -0.007 1.00 0.98 -0.060 bbp670 837 6.76 6.77 0.023 0.021 1.00 0.96 -0.076 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
eta -33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 22.6 30.1 53.9 29.0
stddev 33.7 30.0 32.9 72.4 41.5
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_etam33 product N APD stddev RMSE bias r2 slope intercept adg412 443 7.33 4.08 0.013 -0.028 1.00 1.02 -0.019 adg443 449 7.27 4.13 0.013 -0.028 1.00 1.02 -0.015 adg555 456 7.22 4.73 0.018 -0.029 1.00 1.01 -0.008 adg670 456 7.22 4.73 0.018 -0.029 1.00 1.01 0.003 aph412 442 2.95 3.59 0.017 -0.010 1.00 1.01 -0.001 aph443 442 2.95 3.59 0.018 -0.010 1.00 1.01 -0.002 aph555 444 2.95 3.64 0.017 -0.010 1.00 1.01 0.002 aph670 443 2.94 3.59 0.017 -0.010 1.00 1.01 -0.000 bbp412 456 9.31 6.21 0.019 -0.038 1.00 1.03 0.018 bbp443 456 7.68 4.76 0.016 -0.029 1.00 1.02 0.008 bbp555 456 1.42 2.78 0.012 -0.003 1.00 0.99 -0.023 bbp670 456 3.10 5.85 0.014 0.019 1.00 0.97 -0.046 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
eta -33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.1 17.3 11.9 36.3 38.2
stddev 1.7 54.6 53.6 57.5 63.6
|
baseline vs. eta+10%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_etap10 product N APD stddev RMSE bias r2 slope intercept adg412 828 2.79 6.47 0.020 0.012 1.00 1.00 0.008 adg443 833 2.79 6.52 0.021 0.012 1.00 1.00 0.009 adg555 837 2.79 6.54 0.021 0.012 1.00 1.00 0.007 adg670 838 2.79 6.53 0.021 0.012 1.00 1.00 0.004 aph412 821 1.23 2.66 0.011 0.003 1.00 1.00 0.011 aph443 821 1.23 2.66 0.011 0.003 1.00 1.01 0.011 aph555 832 1.23 3.05 0.012 0.003 1.00 1.00 0.014 aph670 823 1.23 2.85 0.011 0.003 1.00 1.00 0.011 bbp412 836 4.30 4.55 0.021 0.016 1.00 1.00 0.023 bbp443 836 3.37 4.50 0.021 0.013 1.00 1.00 0.025 bbp555 836 0.47 4.55 0.020 0.003 1.00 1.01 0.030 bbp670 837 2.02 4.57 0.020 -0.006 1.00 1.02 0.034 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
eta +10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 28.0 25.4 46.5 29.8
stddev 33.7 31.1 66.3 81.9 70.9
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_etap10 product N APD stddev RMSE bias r2 slope intercept adg412 442 2.35 1.30 0.004 0.009 1.00 0.99 0.006 adg443 449 2.31 1.31 0.004 0.009 1.00 0.99 0.005 adg555 454 2.32 1.59 0.006 0.009 1.00 1.00 0.003 adg670 454 2.32 1.59 0.006 0.009 1.00 1.00 -0.001 aph412 440 0.86 1.26 0.006 0.002 1.00 1.00 0.001 aph443 440 0.86 1.26 0.006 0.002 1.00 1.00 0.001 aph555 442 0.86 1.27 0.006 0.002 1.00 1.00 -0.000 aph670 441 0.85 1.26 0.006 0.002 1.00 1.00 0.000 bbp412 454 2.88 1.97 0.006 0.012 1.00 0.99 -0.004 bbp443 454 2.35 1.55 0.005 0.009 1.00 0.99 -0.001 bbp555 454 0.44 1.03 0.004 0.001 1.00 1.00 0.008 bbp670 454 0.99 1.85 0.005 -0.006 1.00 1.01 0.015 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
eta +10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 12.9 10.6 29.5 40.4
stddev 1.7 86.7 86.5 88.2 95.0
|
baseline vs. eta+33%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_etap33 product N APD stddev RMSE bias r2 slope intercept adg412 827 9.56 10.84 0.055 0.039 0.99 0.99 0.039 adg443 831 9.57 12.03 0.055 0.040 0.99 1.00 0.041 adg555 836 9.58 12.40 0.056 0.040 0.99 1.00 0.046 adg670 837 9.58 12.39 0.056 0.040 0.99 1.00 0.046 aph412 819 3.94 8.88 0.044 0.008 0.99 1.02 0.040 aph443 816 3.93 8.83 0.044 0.008 0.99 1.02 0.041 aph555 828 3.95 9.22 0.045 0.009 1.00 1.02 0.043 aph670 821 3.94 9.00 0.044 0.009 1.00 1.02 0.039 bbp412 835 14.23 8.55 0.039 0.052 0.99 1.00 0.059 bbp443 835 11.20 8.15 0.038 0.041 1.00 1.01 0.064 bbp555 835 1.58 8.27 0.035 0.008 1.00 1.03 0.081 bbp670 836 6.61 8.66 0.034 -0.020 1.00 1.05 0.096 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
eta +33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 32.3 23.9 44.1 30.4
stddev 67.0 76.3 87.3 81.2 99.0
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_etap33 product N APD stddev RMSE bias r2 slope intercept adg412 442 7.82 4.38 0.013 0.030 1.00 0.98 0.019 adg443 448 7.78 4.43 0.013 0.030 1.00 0.98 0.015 adg555 452 7.81 5.61 0.022 0.031 1.00 0.99 0.010 adg670 452 7.81 5.61 0.022 0.031 1.00 0.99 -0.001 aph412 439 2.74 4.77 0.023 0.007 1.00 1.00 0.004 aph443 439 2.74 4.77 0.023 0.007 1.00 1.00 0.005 aph555 440 2.76 4.80 0.023 0.007 1.00 1.00 0.000 aph670 439 2.74 4.77 0.023 0.007 1.00 1.00 0.002 bbp412 452 9.62 6.73 0.022 0.039 1.00 0.97 -0.012 bbp443 452 7.81 5.45 0.020 0.030 1.00 0.98 -0.002 bbp555 452 1.44 3.90 0.016 0.004 1.00 1.01 0.028 bbp670 452 3.27 6.33 0.018 -0.019 1.00 1.03 0.051 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
eta +33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 12.3 11.9 27.9 41.5
stddev 1.7 109.3 109.6 110.7 117.9
|
baseline vs. Sdg-10%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_sdgm10 product N APD stddev RMSE bias r2 slope intercept adg412 827 6.91 5.83 0.030 0.024 1.00 0.98 0.008 adg443 831 12.42 6.13 0.035 0.044 1.00 0.97 0.018 adg555 836 32.24 7.60 0.043 0.118 0.99 0.96 0.060 adg670 836 51.99 7.72 0.043 0.195 0.99 0.96 0.118 aph412 784 11.50 28.42 0.137 -0.083 0.94 0.99 -0.120 aph443 784 11.50 28.42 0.137 -0.083 0.93 0.99 -0.113 aph555 798 11.72 30.03 0.136 -0.086 0.96 0.97 -0.170 aph670 788 11.56 29.04 0.137 -0.084 0.95 0.98 -0.143 bbp412 835 3.00 11.83 0.043 -0.002 0.99 0.94 -0.140 bbp443 835 3.00 11.83 0.043 -0.002 0.99 0.94 -0.138 bbp555 835 3.00 11.83 0.043 -0.002 0.99 0.95 -0.133 bbp670 836 3.00 11.82 0.043 -0.002 1.00 0.95 -0.129 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
Sdg -10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 28.2 23.6 38.9 32.4
stddev 47.5 76.0 131.1 80.2 123.0
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_sdgm10 product N APD stddev RMSE bias r2 slope intercept adg412 442 7.97 6.15 0.036 0.011 1.00 0.96 -0.017 adg443 448 12.68 5.79 0.041 0.030 1.00 0.96 -0.010 adg555 454 31.70 10.93 0.059 0.104 0.99 0.94 0.008 adg670 454 51.46 11.89 0.059 0.186 0.99 0.94 0.047 aph412 417 17.94 39.24 0.228 -0.147 0.88 0.95 -0.240 aph443 417 17.94 39.24 0.229 -0.147 0.86 0.96 -0.228 aph555 417 17.94 39.24 0.223 -0.147 0.92 0.94 -0.297 aph670 417 17.94 39.24 0.225 -0.147 0.91 0.94 -0.266 bbp412 454 3.31 15.04 0.054 -0.021 0.99 0.92 -0.185 bbp443 454 3.31 15.04 0.054 -0.021 0.99 0.92 -0.182 bbp555 454 3.31 15.04 0.055 -0.021 0.99 0.93 -0.173 bbp670 454 3.31 15.04 0.056 -0.021 0.99 0.93 -0.166 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
Sdg -10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 12.1 10.2 24.0 36.7
stddev 45.2 84.5 210.8 85.7 214.7
|
baseline vs. Sdg-33%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_sdgm33 product N APD stddev RMSE bias r2 slope intercept adg412 825 29.51 16.58 0.103 0.103 0.95 0.96 0.074 adg443 828 46.85 15.87 0.109 0.170 0.95 0.94 0.125 adg555 832 102.81 18.88 0.120 0.416 0.94 0.93 0.322 adg670 832 144.18 17.74 0.120 0.672 0.94 0.93 0.552 aph412 632 45.96 45.01 0.291 -0.210 0.70 1.11 -0.153 aph443 632 45.96 45.01 0.292 -0.210 0.67 1.13 -0.140 aph555 637 46.40 45.87 0.293 -0.215 0.79 1.03 -0.254 aph670 632 45.96 45.01 0.289 -0.210 0.75 1.08 -0.177 bbp412 831 17.21 28.29 0.149 0.020 0.89 0.83 -0.360 bbp443 831 17.21 28.29 0.149 0.020 0.90 0.83 -0.357 bbp555 831 17.21 28.29 0.150 0.020 0.92 0.84 -0.349 bbp670 832 17.24 28.28 0.151 0.020 0.93 0.85 -0.341 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
Sdg -33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 2.1 38.7 16.4 46.1 43.7
stddev 88.5 77.3 409.3 98.5 736.3
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_sdgm33 product N APD stddev RMSE bias r2 slope intercept adg412 440 32.27 17.37 0.125 0.062 0.96 0.90 -0.012 adg443 447 46.45 16.82 0.136 0.125 0.95 0.88 0.016 adg555 454 100.02 29.19 0.161 0.375 0.94 0.85 0.132 adg670 454 142.21 29.31 0.161 0.644 0.94 0.85 0.295 aph412 269 63.27 45.69 0.272 -0.224 0.69 0.96 -0.477 aph443 269 63.27 45.69 0.274 -0.224 0.66 0.97 -0.459 aph555 269 63.27 45.69 0.267 -0.224 0.80 0.94 -0.559 aph670 269 63.27 45.69 0.269 -0.224 0.75 0.94 -0.517 bbp412 454 19.92 39.23 0.184 -0.062 0.84 0.74 -0.577 bbp443 454 19.92 39.23 0.185 -0.062 0.85 0.74 -0.570 bbp555 454 19.92 39.23 0.187 -0.062 0.87 0.77 -0.550 bbp670 454 19.92 39.23 0.189 -0.062 0.89 0.78 -0.533 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
Sdg -33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.4 18.6 8.0 34.0 24.9
stddev 78.1 87.3 473.3 88.5 566.5
|
baseline vs. Sdg+10%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_sdgp10 product N APD stddev RMSE bias r2 slope intercept adg412 822 5.56 4.71 0.022 -0.018 1.00 1.02 -0.002 adg443 825 11.08 4.20 0.024 -0.038 1.00 1.02 -0.017 adg555 831 30.93 7.55 0.043 -0.111 0.99 1.04 -0.050 adg670 832 50.74 7.11 0.043 -0.188 0.99 1.04 -0.106 aph412 811 8.94 20.07 0.094 0.059 0.97 1.00 0.069 aph443 811 8.94 20.07 0.094 0.059 0.97 1.00 0.065 aph555 820 9.08 20.52 0.095 0.061 0.98 1.01 0.092 aph670 813 8.99 20.08 0.094 0.060 0.98 1.00 0.079 bbp412 829 1.92 8.56 0.033 0.001 1.00 1.04 0.095 bbp443 829 1.92 8.56 0.033 0.001 1.00 1.04 0.094 bbp555 829 1.92 8.56 0.033 0.001 1.00 1.04 0.091 bbp670 829 1.92 8.56 0.034 0.001 1.00 1.03 0.088 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
Sdg +10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 25.7 27.9 59.0 28.1
stddev 67.0 30.6 112.5 124.7 112.7
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_sdgp10 product N APD stddev RMSE bias r2 slope intercept adg412 435 6.13 5.63 0.030 -0.007 1.00 1.03 0.021 adg443 440 11.20 4.62 0.033 -0.026 1.00 1.04 0.012 adg555 446 30.59 8.82 0.044 -0.101 1.00 1.05 -0.016 adg670 447 50.34 10.82 0.059 -0.180 0.99 1.06 -0.035 aph412 435 13.07 25.81 0.118 0.095 0.97 1.06 0.186 aph443 435 13.07 25.81 0.119 0.095 0.97 1.06 0.181 aph555 436 13.08 25.91 0.115 0.095 0.98 1.06 0.218 aph670 435 13.07 25.81 0.117 0.095 0.98 1.06 0.197 bbp412 447 2.08 13.61 0.055 0.019 0.99 1.07 0.168 bbp443 447 2.08 13.61 0.055 0.019 0.99 1.07 0.164 bbp555 447 2.08 13.61 0.055 0.019 0.99 1.06 0.155 bbp670 447 2.08 13.61 0.055 0.019 0.99 1.06 0.149 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
Sdg +10%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.1 15.6 10.2 43.8 44.4
stddev 126.8 159.7 138.6 170.6 146.3
|
baseline vs. Sdg+33%
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_sdgp33 product N APD stddev RMSE bias r2 slope intercept adg412 810 14.67 8.30 0.046 -0.048 0.99 1.04 -0.013 adg443 817 32.69 8.43 0.060 -0.112 0.99 1.06 -0.049 adg555 822 91.92 12.16 0.073 -0.355 0.98 1.08 -0.246 adg670 823 136.98 13.10 0.073 -0.607 0.98 1.08 -0.472 aph412 801 23.06 29.89 0.151 0.127 0.92 1.01 0.167 aph443 801 23.06 29.89 0.151 0.127 0.91 1.01 0.162 aph555 808 23.21 30.56 0.156 0.131 0.95 1.03 0.217 aph670 802 23.08 29.87 0.152 0.127 0.94 1.02 0.179 bbp412 821 3.89 18.06 0.080 0.006 0.98 1.10 0.234 bbp443 821 3.89 18.06 0.080 0.006 0.98 1.10 0.232 bbp555 821 3.89 18.06 0.080 0.006 0.98 1.09 0.224 bbp670 821 3.89 18.06 0.080 0.006 0.99 1.08 0.218 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
Sdg +33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 23.5 27.9 91.8 35.2
stddev 94.5 30.4 160.4 179.0 159.6
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_sdgp33 product N APD stddev RMSE bias r2 slope intercept adg412 411 14.90 11.29 0.065 -0.026 0.99 1.08 0.039 adg443 424 32.37 9.81 0.082 -0.083 0.99 1.11 0.021 adg555 432 90.98 22.29 0.105 -0.324 0.98 1.14 -0.107 adg670 432 136.33 22.89 0.105 -0.580 0.98 1.14 -0.281 aph412 420 31.92 37.00 0.188 0.187 0.93 1.12 0.394 aph443 420 31.92 37.00 0.190 0.187 0.92 1.13 0.388 aph555 424 32.13 38.18 0.190 0.194 0.96 1.12 0.468 aph670 421 32.03 37.31 0.187 0.189 0.95 1.12 0.415 bbp412 432 4.02 25.29 0.090 0.041 0.98 1.17 0.379 bbp443 432 4.02 25.29 0.090 0.041 0.98 1.16 0.372 bbp555 432 4.02 25.29 0.090 0.041 0.98 1.14 0.352 bbp670 432 4.02 25.29 0.091 0.041 0.99 1.13 0.338 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
Sdg +33%
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 16.4 10.3 76.3 63.7
stddev 228.4 241.0 215.4 252.0 226.8
|
L-M 5-wl vs. QAA Sdg
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_qsdg product N APD stddev RMSE bias r2 slope intercept adg412 829 7.56 3.74 0.018 0.026 1.00 0.98 0.007 adg443 833 14.08 4.75 0.019 0.047 1.00 0.96 0.006 adg555 838 35.59 10.67 0.023 0.124 1.00 0.91 -0.043 adg670 838 56.86 16.47 0.028 0.205 1.00 0.87 -0.164 aph412 796 13.63 20.36 0.096 -0.072 0.97 1.05 -0.020 aph443 796 13.63 20.36 0.096 -0.072 0.97 1.05 -0.016 aph555 811 13.82 22.57 0.098 -0.073 0.98 1.02 -0.040 aph670 800 13.68 21.09 0.097 -0.072 0.98 1.03 -0.032 bbp412 838 3.55 9.68 0.035 0.007 1.00 0.97 -0.067 bbp443 838 3.55 9.68 0.035 0.007 1.00 0.97 -0.066 bbp555 838 3.55 9.68 0.035 0.007 1.00 0.97 -0.064 bbp670 839 3.55 9.67 0.035 0.007 1.00 0.97 -0.062 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
QAA Sdg
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 28.7 24.1 39.6 33.5
stddev 47.5 31.3 77.1 55.6 72.0
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_qsdg product N APD stddev RMSE bias r2 slope intercept adg412 443 6.98 2.20 0.014 0.017 1.00 0.98 -0.001 adg443 449 12.15 4.51 0.014 0.035 1.00 0.96 -0.002 adg555 453 28.04 14.48 0.023 0.101 1.00 0.91 -0.060 adg670 453 43.91 22.12 0.022 0.172 1.00 0.86 -0.193 aph412 431 17.23 20.98 0.113 -0.090 0.97 1.03 -0.063 aph443 431 17.23 20.98 0.113 -0.090 0.97 1.04 -0.058 aph555 431 17.23 20.98 0.113 -0.090 0.98 1.01 -0.077 aph670 431 17.23 20.98 0.113 -0.090 0.98 1.02 -0.073 bbp412 453 3.17 6.99 0.027 -0.003 1.00 0.96 -0.081 bbp443 453 3.17 6.99 0.027 -0.003 1.00 0.96 -0.080 bbp555 453 3.17 6.99 0.027 -0.003 1.00 0.96 -0.075 bbp670 453 3.17 6.99 0.027 -0.003 1.00 0.97 -0.072 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
QAA Sdg
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 11.9 10.8 25.8 38.2
stddev 1.6 97.7 136.4 98.7 130.2
|
baseline vs. OBPG Sdg
| NOMAD |
 |
 |
 |
 |
giop_eval_stats_base_osdg product N APD stddev RMSE bias r2 slope intercept adg412 825 10.10 17.15 0.087 0.038 0.97 1.00 0.042 adg443 829 17.83 19.11 0.100 0.067 0.96 1.02 0.108 adg555 834 44.60 30.30 0.137 0.176 0.95 1.14 0.510 adg670 834 72.07 40.53 0.166 0.290 0.94 1.28 1.204 aph412 688 9.85 39.24 0.195 -0.092 0.81 0.89 -0.284 aph443 688 9.85 39.24 0.196 -0.092 0.79 0.90 -0.270 aph555 699 9.99 42.25 0.198 -0.099 0.88 0.87 -0.415 aph670 690 9.87 39.41 0.193 -0.092 0.85 0.89 -0.318 bbp412 833 4.24 29.74 0.146 -0.023 0.91 0.87 -0.317 bbp443 833 4.24 29.74 0.146 -0.023 0.91 0.87 -0.316 bbp555 833 4.24 29.74 0.147 -0.023 0.93 0.88 -0.311 bbp670 834 4.23 29.73 0.147 -0.023 0.94 0.89 -0.306 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.7 26.7 26.4 48.8 29.7
stddev 3.0 30.9 33.5 40.8 42.9
OBPG Sdg
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.8 28.3 18.3 43.8 25.9
stddev 88.5 76.2 359.7 98.7 371.8
|
| IOCCG |
 |
 |
 |
 |
giop_eval_stats_base_osdg product N APD stddev RMSE bias r2 slope intercept adg412 438 17.40 20.97 0.117 0.014 0.97 0.94 -0.032 adg443 445 26.32 21.79 0.136 0.045 0.96 0.96 0.008 adg555 452 48.73 32.97 0.188 0.183 0.94 1.05 0.304 adg670 452 87.97 43.85 0.213 0.336 0.94 1.18 0.888 aph412 306 16.65 46.50 0.210 -0.120 0.78 0.84 -0.447 aph443 306 16.65 46.50 0.212 -0.120 0.75 0.84 -0.430 aph555 306 16.65 46.50 0.205 -0.120 0.86 0.84 -0.547 aph670 306 16.65 46.50 0.207 -0.120 0.83 0.84 -0.486 bbp412 452 8.19 42.36 0.173 -0.090 0.86 0.77 -0.547 bbp443 452 8.19 42.36 0.173 -0.090 0.87 0.78 -0.541 bbp555 452 8.19 42.36 0.175 -0.090 0.90 0.79 -0.523 bbp670 452 8.19 42.36 0.176 -0.090 0.91 0.81 -0.509 baseline
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.2 14.2 10.3 31.0 40.5
stddev 1.7 26.9 23.8 28.5 40.0
OBPG Sdg
Rrs_diff bbp_diff apg_diff adg_diff aph_diff
median 1.3 15.1 6.8 29.1 21.1
stddev 100.6 110.4 448.2 109.5 470.3
|