From 45f405e7e83814a9e5f828d76c41ebf59f410004 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 9 Jul 2026 01:06:57 +0000 Subject: [PATCH 01/13] extended redshift range to 1.0 with new models --- app/host/SBI/sbi_pp.py | 33 ++++--- app/host/SBI/snrfiles/2MASS_H_magvsnr.txt | 66 ++++++-------- app/host/SBI/snrfiles/2MASS_J_magvsnr.txt | 69 +++++++-------- app/host/SBI/snrfiles/2MASS_K_magvsnr.txt | 67 ++++++-------- app/host/SBI/snrfiles/DES_g_magvsnr.txt | 77 +++++++++------- app/host/SBI/snrfiles/DES_r_magvsnr.txt | 78 +++++++++-------- app/host/SBI/snrfiles/DES_z_magvsnr.txt | 78 +++++++++-------- app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt | 68 +++++++-------- app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt | 78 ++++++++--------- app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt | 85 +++++++++--------- app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt | 84 ++++++++++-------- app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt | 86 +++++++++--------- app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt | 87 +++++++++---------- app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt | 81 +++++++++-------- app/host/SBI/snrfiles/SDSS_g_magvsnr.txt | 72 +++++++-------- app/host/SBI/snrfiles/SDSS_i_magvsnr.txt | 74 ++++++++-------- app/host/SBI/snrfiles/SDSS_r_magvsnr.txt | 75 ++++++++-------- app/host/SBI/snrfiles/SDSS_u_magvsnr.txt | 61 +++++++------ app/host/SBI/snrfiles/SDSS_z_magvsnr.txt | 70 +++++++-------- app/host/SBI/snrfiles/WISE_W1_magvsnr.txt | 83 ++++++++---------- app/host/SBI/snrfiles/WISE_W2_magvsnr.txt | 79 +++++++---------- app/host/SBI/snrfiles/WISE_W3_magvsnr.txt | 73 +++++++--------- app/host/SBI/snrfiles/WISE_W4_magvsnr.txt | 69 ++++++--------- app/host/prospector.py | 2 +- app/host/transient_tasks.py | 2 +- 25 files changed, 836 insertions(+), 861 deletions(-) diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index 4a9b5174..33ee8def 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -118,12 +118,13 @@ def chidof(mags, obsphot, obsphot_unc, individual=False): return chi / np.sum(np.isfinite(obsphot)) -def gauss_approx_missingband(obs, run_params, sbi_params, max_neighbors=200): +def gauss_approx_missingband(obs, run_params, sbi_params, max_neighbors=10): """nearest neighbor approximation of missing bands; see sec. 4.1.2 for details """ use_res = False - y_train = sbi_params["y_train"] + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags_sbi"]) sig_obs = np.copy(obs["mags_unc_sbi"]) @@ -190,9 +191,10 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): print("sbi missing bands") ave_theta = [] - max_neighbors = 200 + max_neighbors = 10 + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] hatp_x_y = sbi_params["hatp_x_y"] - y_train = sbi_params["y_train"] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags_sbi"]) sig_obs = np.copy(obs["mags_unc_sbi"]) invalid_mask = np.copy(obs["missing_mask"]) @@ -212,7 +214,7 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): chi_nei = chidof( mags=look_in_training, obsphot=y_obs[valid_idx], obsphot_unc=sig_obs[valid_idx] ) - +# import pdb; pdb.set_trace() _chi2_thres = run_params["ini_chi2"] * 1 cnt = 0 use_res = True @@ -371,7 +373,8 @@ def lim_of_noisy_guass(obs, run_params, sbi_params): use_res = 1 - y_train = sbi_params["y_train"] + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags_sbi"]) sig_obs = np.copy(obs["mags_unc_sbi"]) @@ -420,7 +423,7 @@ def lim_of_noisy_guass(obs, run_params, sbi_params): return lims, use_res -def sbi_mcnoise(obs, run_params, sbi_params, max_neighbors=200): +def sbi_mcnoise(obs, run_params, sbi_params, max_neighbors=10): """used when observations have out-of-distribution uncertainties; see sec. 4.1.1 for details """ @@ -431,8 +434,9 @@ def sbi_mcnoise(obs, run_params, sbi_params, max_neighbors=200): ave_theta = [] + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] hatp_x_y = sbi_params["hatp_x_y"] - y_train = sbi_params["y_train"] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags_sbi"]) sig_obs = np.copy(obs["mags_unc_sbi"]) @@ -564,8 +568,9 @@ def sbi_missing_and_noisy(obs, run_params, sbi_params): ave_theta = [] + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] hatp_x_y = sbi_params["hatp_x_y"] - y_train = sbi_params["y_train"] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags_sbi"]) sig_obs = np.copy(obs["mags_unc_sbi"]) @@ -696,7 +701,7 @@ def sbi_missing_and_noisy(obs, run_params, sbi_params): return ave_theta, use_res, timeout_flag, cnt -def sbi_baseline(obs, run_params, sbi_params, max_neighbors=200): +def sbi_baseline(obs, run_params, sbi_params, max_neighbors=10): signal.signal(signal.SIGALRM, timeout_handler) if run_params["verbose"]: @@ -714,8 +719,9 @@ def sbi_baseline(obs, run_params, sbi_params, max_neighbors=200): "nsamp_noisy": -99, # number of MC samples drawn } + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] hatp_x_y = sbi_params["hatp_x_y"] - y_train = sbi_params["y_train"] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags"]) sig_obs = np.copy(obs["mags_unc"]) @@ -777,7 +783,7 @@ def sbi_baseline(obs, run_params, sbi_params, max_neighbors=200): return ave_theta, obs, flags -def sbi_pp(obs, run_params, sbi_params, max_neighbors=200): +def sbi_pp(obs, run_params, sbi_params, max_neighbors=10): """wrapper for sbi++; this should be the only function needed to be called outside this scipt under normal circumstances obs: a dictionary at least containing @@ -801,8 +807,9 @@ def sbi_pp(obs, run_params, sbi_params, max_neighbors=200): "nsamp_noisy": -99, # number of MC samples drawn } + redshift_idx = np.where(abs(obs["redshift"]-sbi_params["y_train"][:,-1]) < 0.05)[0] hatp_x_y = sbi_params["hatp_x_y"] - y_train = sbi_params["y_train"] + y_train = sbi_params["y_train"][redshift_idx] y_obs = np.copy(obs["mags"]) sig_obs = np.copy(obs["mags_unc"]) diff --git a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt index 0ca38da7..c3e37a16 100644 --- a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt @@ -1,38 +1,28 @@ -10.251 102.154 -10.501 88.819 -10.751 81.025 -11.001 66.689 -11.251 60.840 -11.501 57.260 -11.751 38.349 -12.001 36.082 -12.251 36.400 -12.501 31.461 -12.751 25.081 -13.001 24.932 -13.251 23.476 -13.501 18.236 -13.751 17.191 -14.001 17.036 -14.251 13.051 -14.501 11.815 -14.751 11.906 -15.001 8.395 -15.251 8.130 -15.501 7.529 -15.751 6.889 -16.001 5.267 -16.251 4.883 -16.501 3.658 -16.751 3.944 -17.001 3.034 -17.251 2.283 -17.501 2.528 -17.751 1.964 -18.001 1.278 -18.251 1.744 -18.501 1.456 -18.751 0.732 -19.001 0.891 -19.251 1.053 -19.501 0.818 +9.305 84.204 +9.555 81.894 +9.805 74.132 +10.055 66.866 +10.305 62.777 +10.555 56.892 +10.805 52.396 +11.055 44.938 +11.305 41.047 +11.555 36.602 +11.805 30.543 +12.055 28.158 +12.305 24.002 +12.555 21.504 +12.805 18.986 +13.055 16.388 +13.305 14.040 +13.555 11.830 +13.805 10.224 +14.055 8.561 +14.305 7.330 +14.555 6.228 +14.805 5.251 +15.055 4.622 +15.305 4.048 +15.555 3.707 +15.805 3.536 +16.055 3.328 diff --git a/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt index f02bc061..cb36688b 100644 --- a/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt @@ -1,40 +1,29 @@ -11.136 83.192 -11.386 89.193 -11.636 64.847 -11.886 59.652 -12.136 63.543 -12.386 52.373 -12.636 36.116 -12.886 37.328 -13.136 33.797 -13.386 28.133 -13.636 23.833 -13.886 23.819 -14.136 20.900 -14.386 17.309 -14.636 17.818 -14.886 16.679 -15.136 13.865 -15.386 12.714 -15.636 9.538 -15.886 8.468 -16.136 7.098 -16.386 6.917 -16.636 5.224 -16.886 5.280 -17.136 3.906 -17.386 3.517 -17.636 3.691 -17.886 2.803 -18.136 2.097 -18.386 2.255 -18.636 2.118 -18.886 1.783 -19.136 1.128 -19.386 1.180 -19.636 1.103 -19.886 1.026 -20.136 0.896 -20.386 0.859 -20.636 0.821 -20.886 0.783 +9.983 90.177 +10.233 86.875 +10.483 80.002 +10.733 75.545 +10.983 70.247 +11.233 64.371 +11.483 60.277 +11.733 53.560 +11.983 49.142 +12.233 42.496 +12.483 37.571 +12.733 34.492 +12.983 29.860 +13.233 25.772 +13.483 23.060 +13.733 20.151 +13.983 16.921 +14.233 14.398 +14.483 12.490 +14.733 10.602 +14.983 8.979 +15.233 7.555 +15.483 6.378 +15.733 5.410 +15.983 4.640 +16.233 4.125 +16.483 3.747 +16.733 3.487 +16.983 3.364 diff --git a/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt index dfeedb70..3776b201 100644 --- a/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt @@ -1,41 +1,26 @@ -10.204 69.532 -10.454 69.387 -10.704 52.577 -10.954 48.825 -11.204 47.694 -11.454 31.483 -11.704 26.719 -11.954 29.255 -12.204 28.379 -12.454 21.182 -12.704 19.389 -12.954 18.060 -13.204 17.080 -13.454 12.613 -13.704 12.310 -13.954 12.281 -14.204 10.886 -14.454 8.578 -14.704 7.389 -14.954 5.941 -15.204 6.674 -15.454 4.904 -15.704 4.210 -15.954 3.483 -16.204 2.765 -16.454 3.453 -16.704 2.106 -16.954 2.134 -17.204 2.141 -17.454 1.454 -17.704 1.757 -17.954 1.399 -18.204 1.219 -18.454 1.038 -18.704 0.929 -18.954 0.819 -19.204 0.821 -19.454 0.797 -19.704 0.773 -19.954 0.536 -20.204 0.299 +9.193 73.534 +9.443 67.191 +9.693 56.931 +9.943 53.418 +10.193 47.507 +10.443 45.039 +10.693 35.933 +10.943 32.952 +11.193 29.633 +11.443 25.299 +11.693 22.448 +11.943 19.802 +12.193 16.854 +12.443 15.107 +12.693 13.126 +12.943 11.322 +13.193 9.585 +13.443 8.170 +13.693 6.980 +13.943 5.993 +14.193 5.154 +14.443 4.480 +14.693 4.006 +14.943 3.671 +15.193 3.474 +15.443 3.319 diff --git a/app/host/SBI/snrfiles/DES_g_magvsnr.txt b/app/host/SBI/snrfiles/DES_g_magvsnr.txt index ac213267..903ab2b6 100644 --- a/app/host/SBI/snrfiles/DES_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_g_magvsnr.txt @@ -1,33 +1,44 @@ -14.095 1498.834 -14.345 1351.754 -14.595 1539.793 -14.845 1354.735 -15.095 1127.177 -15.345 825.908 -15.595 665.150 -15.845 842.000 -16.095 728.931 -16.345 676.029 -16.595 562.362 -16.845 488.038 -17.095 383.174 -17.345 394.547 -17.595 349.924 -17.845 320.220 -18.095 242.899 -18.345 192.111 -18.595 193.220 -18.845 169.726 -19.095 142.447 -19.345 155.718 -19.595 130.075 -19.845 111.698 -20.095 98.763 -20.345 92.329 -20.595 75.412 -20.845 72.376 -21.095 69.339 -21.345 56.024 -21.595 45.311 -21.845 44.467 -22.095 32.316 +13.251 99.830 +13.501 99.817 +13.751 99.818 +14.001 99.732 +14.251 99.728 +14.501 99.649 +14.751 99.635 +15.001 99.479 +15.251 99.410 +15.501 99.178 +15.751 99.134 +16.001 98.857 +16.251 98.578 +16.501 98.064 +16.751 97.771 +17.001 97.150 +17.251 96.380 +17.501 95.458 +17.751 94.418 +18.001 92.824 +18.251 91.451 +18.501 88.985 +18.751 86.733 +19.001 84.035 +19.251 80.809 +19.501 77.452 +19.751 72.251 +20.001 67.813 +20.251 63.075 +20.501 57.561 +20.751 51.720 +21.001 45.853 +21.251 40.899 +21.501 36.399 +21.751 31.827 +22.001 27.423 +22.251 23.770 +22.501 19.955 +22.751 16.601 +23.001 14.768 +23.251 12.204 +23.501 9.888 +23.751 8.425 +24.001 6.731 diff --git a/app/host/SBI/snrfiles/DES_r_magvsnr.txt b/app/host/SBI/snrfiles/DES_r_magvsnr.txt index 3a64ffc7..52292a97 100644 --- a/app/host/SBI/snrfiles/DES_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_r_magvsnr.txt @@ -1,35 +1,43 @@ -13.220 1380.660 -13.470 1515.118 -13.720 1440.689 -13.970 1075.392 -14.220 1171.863 -14.470 1122.357 -14.720 743.579 -14.970 847.772 -15.220 701.530 -15.470 607.197 -15.720 638.522 -15.970 581.440 -16.220 401.855 -16.470 350.811 -16.720 509.118 -16.970 344.474 -17.220 283.598 -17.470 204.505 -17.720 224.727 -17.970 158.058 -18.220 173.284 -18.470 165.233 -18.720 150.001 -18.970 109.567 -19.220 96.969 -19.470 110.299 -19.720 74.490 -19.970 85.434 -20.220 79.614 -20.470 73.795 -20.720 46.062 -20.970 45.486 -21.220 41.995 -21.470 38.503 -21.720 25.180 +13.072 99.748 +13.322 99.733 +13.572 99.688 +13.822 99.598 +14.072 99.530 +14.322 99.412 +14.572 99.255 +14.822 99.064 +15.072 98.809 +15.322 98.651 +15.572 98.168 +15.822 97.829 +16.072 97.266 +16.322 96.484 +16.572 95.575 +16.822 94.509 +17.072 93.271 +17.322 91.730 +17.572 89.504 +17.822 87.596 +18.072 84.666 +18.322 81.746 +18.572 78.571 +18.822 74.509 +19.072 70.071 +19.322 65.724 +19.572 61.149 +19.822 55.590 +20.072 50.293 +20.322 45.733 +20.572 40.370 +20.822 35.659 +21.072 31.617 +21.322 27.497 +21.572 24.500 +21.822 20.838 +22.072 18.871 +22.322 16.087 +22.572 12.607 +22.822 11.650 +23.072 9.303 +23.322 8.006 +23.572 7.370 diff --git a/app/host/SBI/snrfiles/DES_z_magvsnr.txt b/app/host/SBI/snrfiles/DES_z_magvsnr.txt index 46badb51..f678de86 100644 --- a/app/host/SBI/snrfiles/DES_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_z_magvsnr.txt @@ -1,34 +1,44 @@ -12.541 745.456 -12.791 851.234 -13.041 877.348 -13.291 673.375 -13.541 603.870 -13.791 552.570 -14.041 539.094 -14.291 485.266 -14.541 386.892 -14.791 328.524 -15.041 298.223 -15.291 266.563 -15.541 305.988 -15.791 228.101 -16.041 200.223 -16.291 211.366 -16.541 177.799 -16.791 139.803 -17.041 132.773 -17.291 124.820 -17.541 88.054 -17.791 88.806 -18.041 93.157 -18.291 64.252 -18.541 68.874 -18.791 48.970 -19.041 45.735 -19.291 51.471 -19.541 35.820 -19.791 35.549 -20.041 35.278 -20.291 26.431 -20.541 25.123 -20.791 24.644 +12.334 99.536 +12.584 99.359 +12.834 99.293 +13.084 99.086 +13.334 98.961 +13.584 98.649 +13.834 98.212 +14.084 97.813 +14.334 97.360 +14.584 96.640 +14.834 96.074 +15.084 94.896 +15.334 93.925 +15.584 92.574 +15.834 90.741 +16.084 88.130 +16.334 86.120 +16.584 82.867 +16.834 79.788 +17.084 76.892 +17.334 72.826 +17.584 68.652 +17.834 63.800 +18.084 59.233 +18.334 54.410 +18.584 49.629 +18.834 45.282 +19.084 40.658 +19.334 36.893 +19.584 32.524 +19.834 29.177 +20.084 25.628 +20.334 22.513 +20.584 19.955 +20.834 17.394 +21.084 15.141 +21.334 13.235 +21.584 11.999 +21.834 10.103 +22.084 8.667 +22.334 7.466 +22.584 6.093 +22.834 5.506 +23.084 4.676 diff --git a/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt index 467ebe2b..ae310fe8 100644 --- a/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt @@ -1,35 +1,33 @@ -17.728 24.130 -17.978 25.067 -18.228 26.003 -18.478 28.711 -18.728 20.557 -18.978 18.112 -19.228 19.044 -19.478 15.839 -19.728 14.159 -19.978 16.936 -20.228 8.754 -20.478 12.591 -20.728 11.202 -20.978 11.820 -21.228 6.099 -21.478 6.566 -21.728 7.327 -21.978 4.138 -22.228 5.171 -22.478 4.367 -22.728 3.428 -22.978 2.250 -23.228 3.982 -23.478 1.970 -23.728 2.820 -23.978 5.000 -24.228 1.573 -24.478 2.968 -24.728 1.808 -24.978 2.375 -25.228 1.693 -25.478 1.010 -25.728 1.313 -25.978 1.615 -26.228 1.918 +15.719 41.461 +15.969 35.153 +16.219 30.361 +16.469 32.134 +16.719 26.962 +16.969 25.571 +17.219 22.756 +17.469 19.620 +17.719 18.145 +17.969 15.918 +18.219 14.119 +18.469 12.451 +18.719 11.093 +18.969 10.141 +19.219 9.147 +19.469 8.295 +19.719 7.294 +19.969 6.461 +20.219 5.829 +20.469 5.314 +20.719 4.707 +20.969 4.242 +21.219 4.001 +21.469 3.907 +21.719 3.787 +21.969 6.319 +22.219 6.383 +22.469 5.760 +22.719 5.076 +22.969 4.519 +23.219 4.046 +23.469 3.624 +23.719 3.920 diff --git a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt index 518a1950..4a9c043c 100644 --- a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt @@ -1,41 +1,37 @@ -17.132 104.949 -17.382 66.782 -17.632 41.550 -17.882 87.020 -18.132 39.955 -18.382 51.707 -18.632 43.578 -18.882 38.728 -19.132 42.767 -19.382 33.679 -19.632 32.440 -19.882 33.081 -20.132 33.721 -20.382 34.662 -20.632 14.149 -20.882 14.985 -21.132 18.325 -21.382 11.576 -21.632 8.577 -21.882 8.195 -22.132 16.709 -22.382 10.025 -22.632 9.107 -22.882 14.359 -23.132 4.603 -23.382 8.216 -23.632 8.824 -23.882 5.238 -24.132 1.962 -24.382 4.152 -24.632 3.315 -24.882 2.478 -25.132 2.786 -25.382 1.187 -25.632 1.225 -25.882 1.263 -26.132 1.301 -26.382 1.340 -26.632 1.378 -26.882 1.416 -27.132 0.286 +15.127 69.174 +15.377 74.796 +15.627 61.994 +15.877 62.673 +16.127 56.659 +16.377 55.479 +16.627 49.644 +16.877 45.061 +17.127 40.344 +17.377 34.645 +17.627 32.690 +17.877 30.120 +18.127 26.078 +18.377 23.900 +18.627 21.345 +18.877 19.226 +19.127 17.688 +19.377 15.177 +19.627 13.221 +19.877 11.476 +20.127 10.150 +20.377 9.171 +20.627 8.026 +20.877 6.893 +21.127 6.296 +21.377 5.872 +21.627 5.747 +21.877 7.153 +22.127 7.450 +22.377 6.660 +22.627 5.888 +22.877 5.108 +23.127 4.474 +23.377 4.120 +23.627 4.070 +23.877 7.436 +24.127 7.538 diff --git a/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt index 05d6aadd..72850ad3 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt @@ -1,42 +1,43 @@ -13.083 1816.397 -13.333 1804.632 -13.583 1692.624 -13.833 1580.616 -14.083 1238.591 -14.333 1113.054 -14.583 934.062 -14.833 1182.527 -15.083 946.046 -15.333 681.405 -15.583 808.538 -15.833 651.426 -16.083 572.737 -16.333 502.708 -16.583 482.651 -16.833 428.387 -17.083 356.152 -17.333 306.005 -17.583 228.385 -17.833 294.120 -18.083 230.318 -18.333 165.480 -18.583 143.292 -18.833 155.063 -19.083 114.239 -19.333 95.372 -19.583 98.135 -19.833 81.517 -20.083 69.577 -20.333 55.760 -20.583 46.804 -20.833 39.828 -21.083 34.009 -21.333 30.690 -21.583 27.400 -21.833 26.572 -22.083 15.079 -22.333 14.387 -22.583 13.695 -22.833 13.002 -23.083 12.310 -23.333 11.618 +12.663 99.845 +12.913 99.831 +13.163 99.795 +13.413 99.751 +13.663 99.670 +13.913 99.627 +14.163 99.533 +14.413 99.434 +14.663 99.259 +14.913 99.015 +15.163 98.809 +15.413 98.453 +15.663 98.109 +15.913 97.587 +16.163 96.824 +16.413 96.089 +16.663 94.866 +16.913 93.463 +17.163 91.516 +17.413 88.868 +17.663 86.444 +17.913 83.223 +18.163 79.237 +18.413 74.450 +18.663 69.509 +18.913 63.476 +19.163 57.064 +19.413 51.755 +19.663 46.147 +19.913 40.553 +20.163 35.564 +20.413 31.127 +20.663 26.098 +20.913 20.300 +21.163 15.912 +21.413 13.491 +21.663 11.348 +21.913 9.762 +22.163 8.202 +22.413 6.754 +22.663 5.534 +22.913 4.690 +23.163 4.113 diff --git a/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt index c56d88a2..9274e775 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt @@ -1,38 +1,46 @@ -12.265 3263.131 -12.515 2500.063 -12.765 2768.057 -13.015 2803.113 -13.265 2195.514 -13.515 2092.378 -13.765 2526.691 -14.015 1568.585 -14.265 1240.408 -14.515 1788.709 -14.765 1278.834 -15.015 1309.244 -15.265 877.523 -15.515 866.484 -15.765 837.605 -16.015 814.952 -16.265 560.307 -16.515 524.885 -16.765 501.233 -17.015 451.916 -17.265 368.273 -17.515 346.580 -17.765 249.223 -18.015 244.013 -18.265 233.799 -18.515 160.425 -18.765 177.281 -19.015 101.225 -19.265 113.575 -19.515 86.084 -19.765 79.387 -20.015 64.853 -20.265 52.716 -20.515 55.557 -20.765 38.368 -21.015 40.815 -21.265 39.449 -21.515 34.699 +11.855 99.912 +12.105 99.920 +12.355 99.930 +12.605 99.912 +12.855 99.899 +13.105 99.883 +13.355 99.865 +13.605 99.837 +13.855 99.764 +14.105 99.715 +14.355 99.613 +14.605 99.553 +14.855 99.418 +15.105 99.282 +15.355 99.053 +15.605 98.713 +15.855 98.428 +16.105 97.910 +16.355 97.267 +16.605 96.504 +16.855 95.490 +17.105 94.066 +17.355 92.425 +17.605 90.404 +17.855 87.643 +18.105 84.219 +18.355 80.077 +18.605 75.774 +18.855 68.488 +19.105 62.215 +19.355 55.626 +19.605 49.517 +19.855 42.040 +20.105 36.239 +20.355 29.477 +20.605 25.283 +20.855 20.580 +21.105 17.375 +21.355 14.967 +21.605 12.515 +21.855 10.774 +22.105 8.998 +22.355 7.360 +22.605 5.854 +22.855 4.657 +23.105 4.291 diff --git a/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt index 02d0d546..da38f90e 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt @@ -1,40 +1,46 @@ -12.358 2631.265 -12.608 2907.569 -12.858 2617.053 -13.108 2326.538 -13.358 2606.377 -13.608 1765.747 -13.858 1556.996 -14.108 1669.835 -14.358 1408.436 -14.608 1108.200 -14.858 1387.527 -15.108 992.778 -15.358 1116.654 -15.608 758.910 -15.858 639.770 -16.108 755.693 -16.358 593.008 -16.608 447.057 -16.858 382.013 -17.108 381.960 -17.358 369.867 -17.608 300.776 -17.858 231.685 -18.108 200.068 -18.358 218.117 -18.608 160.979 -18.858 149.169 -19.108 140.760 -19.358 92.559 -19.608 98.273 -19.858 75.177 -20.108 57.984 -20.358 63.477 -20.608 56.354 -20.858 35.442 -21.108 39.512 -21.358 24.827 -21.608 19.557 -21.858 36.308 -22.108 22.217 +11.820 99.879 +12.070 99.899 +12.320 99.907 +12.570 99.900 +12.820 99.885 +13.070 99.842 +13.320 99.838 +13.570 99.789 +13.820 99.769 +14.070 99.632 +14.320 99.605 +14.570 99.466 +14.820 99.307 +15.070 99.182 +15.320 98.953 +15.570 98.648 +15.820 98.214 +16.070 97.730 +16.320 97.044 +16.570 95.989 +16.820 94.769 +17.070 93.436 +17.320 91.823 +17.570 89.438 +17.820 86.675 +18.070 83.447 +18.320 77.975 +18.570 73.437 +18.820 68.747 +19.070 62.687 +19.320 55.530 +19.570 49.597 +19.820 43.374 +20.070 37.172 +20.320 30.707 +20.570 25.575 +20.820 21.024 +21.070 17.415 +21.320 14.319 +21.570 12.061 +21.820 10.237 +22.070 8.940 +22.320 7.516 +22.570 6.129 +22.820 5.242 +23.070 4.453 diff --git a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt index 953ff904..032a836e 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt @@ -1,44 +1,43 @@ -12.039 902.098 -12.289 823.899 -12.539 776.054 -12.789 890.464 -13.039 639.816 -13.289 728.412 -13.539 588.615 -13.789 439.420 -14.039 535.072 -14.289 407.813 -14.539 383.396 -14.789 328.718 -15.039 367.699 -15.289 238.024 -15.539 252.160 -15.789 200.699 -16.039 157.084 -16.289 167.880 -16.539 141.717 -16.789 107.414 -17.039 103.129 -17.289 82.735 -17.539 71.061 -17.789 65.141 -18.039 45.932 -18.289 52.535 -18.539 38.323 -18.789 28.730 -19.039 29.652 -19.289 22.043 -19.539 19.934 -19.789 20.146 -20.039 12.408 -20.289 13.348 -20.539 8.204 -20.789 12.074 -21.039 10.782 -21.289 9.570 -21.539 8.358 -21.789 7.147 -22.039 5.935 -22.289 4.723 -22.539 3.449 -22.789 2.175 +11.263 99.730 +11.513 99.675 +11.763 99.582 +12.013 99.504 +12.263 99.278 +12.513 99.157 +12.763 98.868 +13.013 98.543 +13.263 98.073 +13.513 97.569 +13.763 96.862 +14.013 96.042 +14.263 95.203 +14.513 94.204 +14.763 92.941 +15.013 90.518 +15.263 88.324 +15.513 85.545 +15.763 81.285 +16.013 76.587 +16.263 72.410 +16.513 67.789 +16.763 61.635 +17.013 56.562 +17.263 51.699 +17.513 45.583 +17.763 39.730 +18.013 35.363 +18.263 29.869 +18.513 25.210 +18.763 21.589 +19.013 18.532 +19.263 15.738 +19.513 13.211 +19.763 10.987 +20.013 9.155 +20.263 7.500 +20.513 6.392 +20.763 5.491 +21.013 4.769 +21.263 4.384 +21.513 3.952 +21.763 3.643 diff --git a/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt index 7adeb0de..26bd1e01 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt @@ -1,37 +1,44 @@ -12.239 1816.051 -12.489 1579.939 -12.739 1498.990 -12.989 1771.086 -13.239 1134.047 -13.489 1366.779 -13.739 1034.712 -13.989 732.335 -14.239 1009.289 -14.489 714.963 -14.739 825.701 -14.989 634.964 -15.239 507.439 -15.489 516.615 -15.739 465.358 -15.989 403.622 -16.239 291.560 -16.489 313.410 -16.739 268.340 -16.989 230.473 -17.239 191.684 -17.489 153.529 -17.739 138.912 -17.989 119.081 -18.239 105.602 -18.489 98.028 -18.739 79.078 -18.989 62.257 -19.239 52.037 -19.489 42.552 -19.739 42.116 -19.989 33.592 -20.239 31.027 -20.489 21.277 -20.739 17.550 -20.989 24.915 -21.239 19.468 +11.612 99.877 +11.862 99.863 +12.112 99.852 +12.362 99.819 +12.612 99.753 +12.862 99.719 +13.112 99.617 +13.362 99.562 +13.612 99.338 +13.862 99.145 +14.112 98.972 +14.362 98.733 +14.612 98.419 +14.862 98.039 +15.112 97.528 +15.362 96.647 +15.612 95.678 +15.862 94.467 +16.112 92.740 +16.362 90.658 +16.612 88.627 +16.862 85.326 +17.112 81.808 +17.362 77.810 +17.612 72.602 +17.862 66.540 +18.112 61.363 +18.362 55.873 +18.612 48.853 +18.862 42.801 +19.112 36.480 +19.362 31.675 +19.612 26.736 +19.862 22.216 +20.112 18.860 +20.362 15.595 +20.612 12.504 +20.862 10.455 +21.112 8.998 +21.362 7.566 +21.612 6.482 +21.862 5.624 +22.112 4.876 +22.362 4.115 diff --git a/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt index 752a9027..800cdcf4 100644 --- a/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt @@ -1,34 +1,38 @@ -14.171 320.459 -14.421 277.370 -14.671 250.209 -14.921 223.221 -15.171 206.050 -15.421 177.197 -15.671 167.197 -15.921 144.895 -16.171 126.240 -16.421 114.309 -16.671 101.213 -16.921 90.979 -17.171 74.832 -17.421 70.992 -17.671 64.106 -17.921 57.258 -18.171 50.049 -18.421 42.308 -18.671 38.576 -18.921 34.578 -19.171 30.876 -19.421 27.397 -19.671 25.134 -19.921 21.651 -20.171 19.707 -20.421 17.083 -20.671 14.270 -20.921 12.810 -21.171 11.349 -21.421 9.581 -21.671 8.652 -21.921 7.605 -22.171 6.557 -22.421 5.692 +13.408 97.174 +13.658 96.490 +13.908 95.805 +14.158 94.876 +14.408 93.656 +14.658 92.169 +14.908 90.583 +15.158 88.375 +15.408 86.066 +15.658 83.172 +15.908 80.086 +16.158 76.543 +16.408 72.997 +16.658 68.488 +16.908 64.132 +17.158 59.752 +17.408 55.212 +17.658 50.694 +17.908 46.038 +18.158 41.860 +18.408 37.606 +18.658 34.104 +18.908 30.390 +19.158 27.061 +19.408 24.102 +19.658 21.312 +19.908 18.731 +20.158 16.438 +20.408 14.305 +20.658 12.404 +20.908 10.607 +21.158 8.929 +21.408 7.489 +21.658 6.371 +21.908 5.533 +22.158 4.616 +22.408 4.046 +22.658 3.506 diff --git a/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt index 2808d971..d9c01070 100644 --- a/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt @@ -1,34 +1,40 @@ -12.891 510.577 -13.141 469.398 -13.391 398.071 -13.641 365.095 -13.891 344.057 -14.141 292.944 -14.391 276.183 -14.641 253.859 -14.891 216.827 -15.141 197.841 -15.391 169.604 -15.641 151.986 -15.891 133.225 -16.141 128.252 -16.391 101.205 -16.641 94.192 -16.891 80.591 -17.141 73.671 -17.391 64.609 -17.641 56.486 -17.891 48.863 -18.141 45.051 -18.391 40.223 -18.641 36.843 -18.891 29.008 -19.141 27.686 -19.391 23.375 -19.641 20.744 -19.891 18.410 -20.141 15.534 -20.391 14.094 -20.641 12.655 -20.891 11.263 -21.141 9.872 +12.248 98.684 +12.498 98.714 +12.748 98.391 +12.998 97.972 +13.248 97.396 +13.498 96.949 +13.748 95.982 +13.998 95.001 +14.248 93.911 +14.498 92.582 +14.748 90.783 +14.998 88.709 +15.248 86.647 +15.498 83.655 +15.748 80.647 +15.998 77.071 +16.248 72.882 +16.498 68.510 +16.748 64.104 +16.998 59.306 +17.248 54.312 +17.498 49.393 +17.748 44.890 +17.998 40.036 +18.248 35.688 +18.498 32.223 +18.748 27.970 +18.998 24.224 +19.248 21.123 +19.498 18.286 +19.748 15.747 +19.998 13.366 +20.248 11.020 +20.498 9.171 +20.748 7.838 +20.998 6.547 +21.248 5.582 +21.498 4.884 +21.748 4.176 +21.998 3.708 diff --git a/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt index 05f2ec34..1b3e53be 100644 --- a/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt @@ -1,35 +1,40 @@ -13.464 426.609 -13.714 383.957 -13.964 336.035 -14.214 315.580 -14.464 276.271 -14.714 247.280 -14.964 221.881 -15.214 199.554 -15.464 174.376 -15.714 155.712 -15.964 139.547 -16.214 122.530 -16.464 109.725 -16.714 95.082 -16.964 87.702 -17.214 74.689 -17.464 68.954 -17.714 59.335 -17.964 50.392 -18.214 47.793 -18.464 41.991 -18.714 36.341 -18.964 33.509 -19.214 28.201 -19.464 26.647 -19.714 22.223 -19.964 19.113 -20.214 17.072 -20.464 15.032 -20.714 12.883 -20.964 12.683 -21.214 10.437 -21.464 9.592 -21.714 8.748 -21.964 6.734 +12.686 98.501 +12.936 98.196 +13.186 97.761 +13.436 97.274 +13.686 96.515 +13.936 95.836 +14.186 94.675 +14.436 93.465 +14.686 92.165 +14.936 90.360 +15.186 88.030 +15.436 85.783 +15.686 82.974 +15.936 79.750 +16.186 76.063 +16.436 71.922 +16.686 67.739 +16.936 63.230 +17.186 58.494 +17.436 54.000 +17.686 49.253 +17.936 44.990 +18.186 40.371 +18.436 36.366 +18.686 32.477 +18.936 29.044 +19.186 25.714 +19.436 22.312 +19.686 19.696 +19.936 17.135 +20.186 14.877 +20.436 12.506 +20.686 10.532 +20.936 9.000 +21.186 7.666 +21.436 6.482 +21.686 5.536 +21.936 4.673 +22.186 3.998 +22.436 3.624 diff --git a/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt index 1211fafc..3c0d7d49 100644 --- a/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt @@ -1,32 +1,29 @@ -15.472 100.880 -15.722 70.351 -15.972 83.389 -16.222 62.216 -16.472 59.710 -16.722 53.628 -16.972 55.468 -17.222 42.721 -17.472 38.782 -17.722 35.022 -17.972 27.915 -18.222 29.218 -18.472 28.836 -18.722 24.175 -18.972 22.590 -19.222 18.918 -19.472 14.276 -19.722 12.107 -19.972 13.035 -20.222 10.369 -20.472 7.561 -20.722 7.829 -20.972 6.816 -21.222 6.271 -21.472 5.207 -21.722 4.501 -21.972 3.371 -22.222 3.240 -22.472 3.049 -22.722 2.859 -22.972 2.066 -23.222 1.592 +14.913 77.254 +15.163 72.154 +15.413 65.193 +15.663 60.644 +15.913 58.269 +16.163 51.417 +16.413 49.284 +16.663 43.250 +16.913 40.557 +17.163 34.573 +17.413 33.066 +17.663 28.681 +17.913 25.579 +18.163 22.789 +18.413 19.738 +18.663 17.372 +18.913 15.540 +19.163 13.487 +19.413 11.567 +19.663 10.108 +19.913 8.796 +20.163 7.515 +20.413 6.563 +20.663 5.720 +20.913 4.967 +21.163 4.454 +21.413 3.939 +21.663 3.648 +21.913 3.492 diff --git a/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt index 14b09577..cee9f62a 100644 --- a/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt @@ -1,35 +1,35 @@ -12.587 344.298 -12.837 347.120 -13.087 281.064 -13.337 262.167 -13.587 226.162 -13.837 190.157 -14.087 200.053 -14.337 183.171 -14.587 163.299 -14.837 175.851 -15.087 123.774 -15.337 108.292 -15.587 110.638 -15.837 85.414 -16.087 70.256 -16.337 63.651 -16.587 53.619 -16.837 50.238 -17.087 43.748 -17.337 33.677 -17.587 29.818 -17.837 28.311 -18.087 23.905 -18.337 20.654 -18.587 23.096 -18.837 14.009 -19.087 15.178 -19.337 11.158 -19.587 8.050 -19.837 10.615 -20.087 5.601 -20.337 5.399 -20.587 6.099 -20.837 3.018 -21.087 5.603 +12.201 97.509 +12.451 96.642 +12.701 95.991 +12.951 94.938 +13.201 93.585 +13.451 92.278 +13.701 88.951 +13.951 87.105 +14.201 83.477 +14.451 79.573 +14.701 77.667 +14.951 74.117 +15.201 68.696 +15.451 64.235 +15.701 58.460 +15.951 53.004 +16.201 46.737 +16.451 42.914 +16.701 36.996 +16.951 32.870 +17.201 28.888 +17.451 24.924 +17.701 21.242 +17.951 18.617 +18.201 16.339 +18.451 13.570 +18.701 11.517 +18.951 9.573 +19.201 8.096 +19.451 6.767 +19.701 5.811 +19.951 4.997 +20.201 4.437 +20.451 3.958 +20.701 3.627 diff --git a/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt index a3c44685..4b79d5fd 100644 --- a/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt @@ -1,46 +1,37 @@ -9.955 896.428 -10.205 868.423 -10.455 580.398 -10.705 819.889 -10.955 571.307 -11.205 477.974 -11.455 496.780 -11.705 432.305 -11.955 388.522 -12.205 318.152 -12.455 284.307 -12.705 319.957 -12.955 291.065 -13.205 170.694 -13.455 142.471 -13.705 245.832 -13.955 119.919 -14.205 139.959 -14.455 112.439 -14.705 94.710 -14.955 66.742 -15.205 86.793 -15.455 78.766 -15.705 68.093 -15.955 63.871 -16.205 48.698 -16.455 30.150 -16.705 48.499 -16.955 18.986 -17.205 27.107 -17.455 21.494 -17.705 26.835 -17.955 30.779 -18.205 17.344 -18.455 7.609 -18.705 7.996 -18.955 8.383 -19.205 10.515 -19.455 7.607 -19.705 4.653 -19.955 4.879 -20.205 5.105 -20.455 5.330 -20.705 5.556 -20.955 5.782 -21.205 3.417 +8.806 82.367 +9.056 74.791 +9.306 88.897 +9.556 88.735 +9.806 91.171 +10.056 90.463 +10.306 89.502 +10.556 87.817 +10.806 85.666 +11.056 84.020 +11.306 81.134 +11.556 78.214 +11.806 75.065 +12.056 70.892 +12.306 66.434 +12.556 62.254 +12.806 57.292 +13.056 52.131 +13.306 47.604 +13.556 42.909 +13.806 38.248 +14.056 33.831 +14.306 30.462 +14.556 26.384 +14.806 22.960 +15.056 19.823 +15.306 17.347 +15.556 14.741 +15.806 12.425 +16.056 10.636 +16.306 8.888 +16.556 7.615 +16.806 6.372 +17.056 5.240 +17.306 4.385 +17.556 3.857 +17.806 3.457 diff --git a/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt index f5004e81..adcc2412 100644 --- a/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt @@ -1,46 +1,33 @@ -9.589 569.064 -9.839 566.647 -10.089 564.231 -10.339 476.468 -10.589 437.646 -10.839 379.485 -11.089 304.809 -11.339 302.738 -11.589 256.046 -11.839 252.251 -12.089 116.095 -12.339 204.962 -12.589 170.444 -12.839 181.098 -13.089 105.873 -13.339 93.013 -13.589 134.440 -13.839 99.905 -14.089 63.594 -14.339 72.594 -14.589 69.651 -14.839 35.510 -15.089 41.823 -15.339 53.339 -15.589 36.689 -15.839 29.656 -16.089 25.770 -16.339 26.362 -16.589 18.262 -16.839 19.280 -17.089 15.059 -17.339 18.528 -17.589 18.100 -17.839 14.429 -18.089 10.376 -18.339 3.785 -18.589 5.034 -18.839 6.282 -19.089 5.212 -19.339 4.833 -19.589 4.455 -19.839 3.528 -20.089 2.600 -20.339 2.936 -20.589 3.272 -20.839 2.582 +8.687 72.319 +8.937 79.952 +9.187 68.212 +9.437 81.071 +9.687 80.251 +9.937 79.349 +10.187 75.820 +10.437 73.513 +10.687 69.373 +10.937 66.369 +11.187 61.761 +11.437 57.733 +11.687 53.118 +11.937 48.213 +12.187 43.815 +12.437 39.867 +12.687 35.782 +12.937 31.048 +13.187 27.804 +13.437 24.335 +13.687 21.402 +13.937 18.649 +14.187 16.021 +14.437 13.841 +14.687 11.716 +14.937 10.133 +15.187 8.493 +15.437 7.172 +15.687 6.102 +15.937 5.077 +16.187 4.313 +16.437 3.840 +16.687 3.453 diff --git a/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt index 7e515c3d..7f27ea9a 100644 --- a/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt @@ -1,42 +1,31 @@ -6.708 123.838 -6.958 172.067 -7.208 220.297 -7.458 268.526 -7.708 718.484 -7.958 427.705 -8.208 281.304 -8.458 334.133 -8.708 137.463 -8.958 177.734 -9.208 133.900 -9.458 96.406 -9.708 155.706 -9.958 99.294 -10.208 137.089 -10.458 129.070 -10.708 48.637 -10.958 91.261 -11.208 56.861 -11.458 65.960 -11.708 54.875 -11.958 55.912 -12.208 54.285 -12.458 53.958 -12.708 22.026 -12.958 30.829 -13.208 14.193 -13.458 13.210 -13.708 17.521 -13.958 10.946 -14.208 14.874 -14.458 7.505 -14.708 6.917 -14.958 9.443 -15.208 6.776 -15.458 4.108 -15.708 5.635 -15.958 4.907 -16.208 2.644 -16.458 2.634 -16.708 2.261 -16.958 2.909 +5.781 34.999 +6.031 43.722 +6.281 44.968 +6.531 68.764 +6.781 52.683 +7.031 75.948 +7.281 70.617 +7.531 68.503 +7.781 65.529 +8.031 57.844 +8.281 51.746 +8.531 48.633 +8.781 45.194 +9.031 39.368 +9.281 34.581 +9.531 30.216 +9.781 26.054 +10.031 22.303 +10.281 19.472 +10.531 16.595 +10.781 13.679 +11.031 11.607 +11.281 9.719 +11.531 8.050 +11.781 6.824 +12.031 5.688 +12.281 4.923 +12.531 4.307 +12.781 3.835 +13.031 3.671 +13.281 3.498 diff --git a/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt index 8244284d..ba18da2c 100644 --- a/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt @@ -1,44 +1,25 @@ -5.363 150.200 -5.613 164.116 -5.863 178.032 -6.113 111.280 -6.363 116.695 -6.613 85.341 -6.863 90.811 -7.113 99.952 -7.363 37.822 -7.613 44.851 -7.863 25.629 -8.113 26.360 -8.363 23.568 -8.613 25.448 -8.863 26.994 -9.113 22.456 -9.363 28.704 -9.613 22.412 -9.863 13.099 -10.113 14.707 -10.363 15.735 -10.613 12.176 -10.863 8.584 -11.113 10.425 -11.363 7.485 -11.613 7.685 -11.863 6.615 -12.113 5.545 -12.363 5.060 -12.613 4.973 -12.863 4.023 -13.113 3.073 -13.363 2.698 -13.613 2.126 -13.863 4.472 -14.113 1.762 -14.363 1.467 -14.613 1.173 -14.863 1.677 -15.113 1.330 -15.363 1.101 -15.613 1.011 -15.863 0.920 -16.113 0.830 +3.627 17.616 +3.877 17.171 +4.127 17.401 +4.377 17.903 +4.627 19.490 +4.877 17.643 +5.127 18.415 +5.377 19.812 +5.627 18.089 +5.877 17.136 +6.127 14.816 +6.377 13.136 +6.627 11.307 +6.877 10.637 +7.127 9.241 +7.377 8.031 +7.627 7.060 +7.877 6.092 +8.127 5.288 +8.377 4.677 +8.627 4.121 +8.877 3.735 +9.127 3.594 +9.377 3.493 +9.627 3.369 diff --git a/app/host/prospector.py b/app/host/prospector.py index c574f404..7f702d98 100644 --- a/app/host/prospector.py +++ b/app/host/prospector.py @@ -224,7 +224,7 @@ def build_model_nonparam(obs=None, **extras): "N": 1, "isfree": True, "init": 0.5, - "prior": priors.FastUniform(a=0, b=0.2), + "prior": priors.FastUniform(a=0, b=1.0), } model_params["logmass"] = { diff --git a/app/host/transient_tasks.py b/app/host/transient_tasks.py index 72a73c7a..50b05fa2 100644 --- a/app/host/transient_tasks.py +++ b/app/host/transient_tasks.py @@ -993,7 +993,7 @@ def _run_process( # logger.warning('All SED output files exist. Skipping SED fitting calculation...') # return "processed" - if transient.best_redshift is None or transient.best_redshift > 0.2: + if transient.best_redshift is None or transient.best_redshift > 1.0: # training sample doesn't work here return "redshift too high" From cfe677dae1e14777a21ac08e18014de9590e32be Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 9 Jul 2026 01:16:36 +0000 Subject: [PATCH 02/13] same model for local and global; in future planning to refactor this logic to spec-z and photo-z models --- app/host/SBI/run_sbi_blast.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/app/host/SBI/run_sbi_blast.py b/app/host/SBI/run_sbi_blast.py index 17381330..9b16dd94 100644 --- a/app/host/SBI/run_sbi_blast.py +++ b/app/host/SBI/run_sbi_blast.py @@ -42,8 +42,8 @@ sbi_params = { "anpe_fname_global": f"{settings.SBIPP_ROOT}/SBI_model_global.pt", # trained sbi model "train_fname_global": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_global.h5", # training set - "anpe_fname_local": f"{settings.SBIPP_ROOT}/SBI_model_local.pt", # trained sbi model - "train_fname_local": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_local.h5", # training set + "anpe_fname_local": f"{settings.SBIPP_ROOT}/SBI_model_global.pt", # trained sbi model + "train_fname_local": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_global.h5", # training set "nhidden": 500, # architecture of the trained density estimator "nblocks": 15, # architecture of the trained density estimator } From 6f01720a51e5345a3926cc15cda57bc45b45db3e Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 9 Jul 2026 01:17:02 +0000 Subject: [PATCH 03/13] debug line removed --- app/host/SBI/sbi_pp.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index 33ee8def..a83071fc 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -214,7 +214,7 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): chi_nei = chidof( mags=look_in_training, obsphot=y_obs[valid_idx], obsphot_unc=sig_obs[valid_idx] ) -# import pdb; pdb.set_trace() + _chi2_thres = run_params["ini_chi2"] * 1 cnt = 0 use_res = True From b12434b2359465dc842488b787f140aa68d849a1 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 9 Jul 2026 01:24:32 +0000 Subject: [PATCH 04/13] reverted previous change, but anticipating global/local models will be the same --- app/host/SBI/run_sbi_blast.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/app/host/SBI/run_sbi_blast.py b/app/host/SBI/run_sbi_blast.py index 9b16dd94..17381330 100644 --- a/app/host/SBI/run_sbi_blast.py +++ b/app/host/SBI/run_sbi_blast.py @@ -42,8 +42,8 @@ sbi_params = { "anpe_fname_global": f"{settings.SBIPP_ROOT}/SBI_model_global.pt", # trained sbi model "train_fname_global": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_global.h5", # training set - "anpe_fname_local": f"{settings.SBIPP_ROOT}/SBI_model_global.pt", # trained sbi model - "train_fname_local": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_global.h5", # training set + "anpe_fname_local": f"{settings.SBIPP_ROOT}/SBI_model_local.pt", # trained sbi model + "train_fname_local": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_local.h5", # training set "nhidden": 500, # architecture of the trained density estimator "nblocks": 15, # architecture of the trained density estimator } From 2e54a05b15057cee2b0b653233543bab1493f5f7 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 9 Jul 2026 21:24:38 +0000 Subject: [PATCH 05/13] adding standard deviation of S/N to our S/N files and fixing longstanding but in how out-of-distribution S/N is recognized --- app/host/SBI/run_sbi_blast.py | 4 +- app/host/SBI/sbi_pp.py | 35 +++---- app/host/SBI/snrfiles/2MASS_H_magvsnr.txt | 73 ++++++++------ app/host/SBI/snrfiles/2MASS_J_magvsnr.txt | 75 +++++++++------ app/host/SBI/snrfiles/2MASS_K_magvsnr.txt | 71 +++++++++----- app/host/SBI/snrfiles/DES_g_magvsnr.txt | 89 ++++++++--------- app/host/SBI/snrfiles/DES_r_magvsnr.txt | 87 ++++++++--------- app/host/SBI/snrfiles/DES_z_magvsnr.txt | 91 +++++++++--------- app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt | 78 ++++++++------- app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt | 82 ++++++++-------- app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt | 92 +++++++++--------- app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt | 95 ++++++++++--------- app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt | 95 ++++++++++--------- app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt | 94 +++++++++--------- app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt | 93 +++++++++--------- app/host/SBI/snrfiles/SDSS_g_magvsnr.txt | 83 ++++++++-------- app/host/SBI/snrfiles/SDSS_i_magvsnr.txt | 84 ++++++++-------- app/host/SBI/snrfiles/SDSS_r_magvsnr.txt | 84 ++++++++-------- app/host/SBI/snrfiles/SDSS_u_magvsnr.txt | 70 ++++++++------ app/host/SBI/snrfiles/SDSS_z_magvsnr.txt | 79 ++++++++------- app/host/SBI/snrfiles/WISE_W1_magvsnr.txt | 85 +++++++++-------- app/host/SBI/snrfiles/WISE_W2_magvsnr.txt | 80 +++++++++------- app/host/SBI/snrfiles/WISE_W3_magvsnr.txt | 79 +++++++++------ app/host/SBI/snrfiles/WISE_W4_magvsnr.txt | 69 +++++++++----- 24 files changed, 1034 insertions(+), 833 deletions(-) diff --git a/app/host/SBI/run_sbi_blast.py b/app/host/SBI/run_sbi_blast.py index 17381330..f4443668 100644 --- a/app/host/SBI/run_sbi_blast.py +++ b/app/host/SBI/run_sbi_blast.py @@ -196,7 +196,7 @@ def fit_sbi_pp(observations, n_filt_cuts=True, fit_type="global"): meds_sigs, stds_sigs = [], [] for f in all_filters: - toy_noise_x, toy_noise_y = np.loadtxt( + toy_noise_x, toy_noise_y, toy_noise_std = np.loadtxt( f"host/SBI/snrfiles/{f.name}_magvsnr.txt", dtype=float, unpack=True ) meds_sigs += [ @@ -211,7 +211,7 @@ def fit_sbi_pp(observations, n_filt_cuts=True, fit_type="global"): stds_sigs += [ interp1d( toy_noise_x, - 1.0857 * 1 / toy_noise_y, + (1.0857 * 1 / toy_noise_y)*(toy_noise_std/toy_noise_y), kind="slinear", fill_value="extrapolate", # (0.01,1.0), bounds_error=False, diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index a83071fc..c86021b9 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -301,9 +301,9 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): # Pan-STARRS in particular seems a little off # we'll have to re-train at some point, but for now just pull # uncertainties from the training sample - for idx, fname in zip(valid_idx, obs["filternames"][valid_idx]): - chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] + #for idx, fname in zip(valid_idx, obs["filternames"][valid_idx]): + # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) + # x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] all_x.append(x) @@ -502,11 +502,11 @@ def sbi_mcnoise(obs, run_params, sbi_params, max_neighbors=10): )[1] # signal.alarm(run_params["tmax_per_obj"]) - for idx, fname in enumerate(obs["filternames"]): - chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - samp_y_guess[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][ - idx - ] + #for idx, fname in enumerate(obs["filternames"]): + # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) + # samp_y_guess[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][ + # idx + # ] do_continue = False for tmax, npost in zip( @@ -647,10 +647,10 @@ def sbi_missing_and_noisy(obs, run_params, sbi_params): # Pan-STARRS in particular seems a little off # we'll have to re-train at some point, but for now just pull # uncertainties from the training sample - for idx, fname in zip(valid_idx, obs["filternames"][valid_idx]): + #for idx, fname in zip(valid_idx, obs["filternames"][valid_idx]): # if 'PanSTARRS' in fname or '2MASS' in fname or 'SDSS' in fname or 'DES' in fname: - chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - samp_y_guess[22:][idx] = y_train[idx_chi2_selected][chc][22:][idx] + # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) + # samp_y_guess[22:][idx] = y_train[idx_chi2_selected][chc][22:][idx] # if we can't get one posterior sample in one second, we should move along # to the next MC sample @@ -760,9 +760,9 @@ def sbi_baseline(obs, run_params, sbi_params, max_neighbors=10): x = np.concatenate([y_obs, sig_obs, [obs["redshift"]]]) - for idx, fname in enumerate(obs["filternames"]): - chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] + #for idx, fname in enumerate(obs["filternames"]): + # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) + # x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] try: ave_theta = hatp_x_y.sample( @@ -813,6 +813,7 @@ def sbi_pp(obs, run_params, sbi_params, max_neighbors=10): y_obs = np.copy(obs["mags"]) sig_obs = np.copy(obs["mags_unc"]) + # copy the observed data to be used by sbi # missing data, if any, will be filled in later obs["mags_sbi"] = y_obs @@ -875,9 +876,9 @@ def sbi_pp(obs, run_params, sbi_params, max_neighbors=10): x = np.concatenate([y_obs, sig_obs, [obs["redshift"]]]) - for idx, fname in enumerate(obs["filternames"]): - chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] + #for idx, fname in enumerate(obs["filternames"]): + # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) + # x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] try: ave_theta = hatp_x_y.sample( diff --git a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt index c3e37a16..878c9b68 100644 --- a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt @@ -1,28 +1,45 @@ -9.305 84.204 -9.555 81.894 -9.805 74.132 -10.055 66.866 -10.305 62.777 -10.555 56.892 -10.805 52.396 -11.055 44.938 -11.305 41.047 -11.555 36.602 -11.805 30.543 -12.055 28.158 -12.305 24.002 -12.555 21.504 -12.805 18.986 -13.055 16.388 -13.305 14.040 -13.555 11.830 -13.805 10.224 -14.055 8.561 -14.305 7.330 -14.555 6.228 -14.805 5.251 -15.055 4.622 -15.305 4.048 -15.555 3.707 -15.805 3.536 -16.055 3.328 +9.305 84.234 14.376 +9.555 81.819 12.295 +9.805 74.136 16.472 +10.055 66.978 14.108 +10.305 62.777 14.573 +10.555 56.863 14.955 +10.805 52.418 16.552 +11.055 44.739 15.668 +11.305 41.178 16.286 +11.555 36.643 15.275 +11.805 30.575 15.286 +12.055 28.135 14.647 +12.305 23.994 12.954 +12.555 21.537 11.803 +12.805 18.956 10.346 +13.055 16.334 9.286 +13.305 14.033 7.406 +13.555 11.866 6.651 +13.805 10.136 5.057 +14.055 8.514 4.057 +14.305 7.308 3.371 +14.555 6.107 2.778 +14.805 5.118 2.152 +15.055 4.321 1.759 +15.305 3.592 1.339 +15.555 3.081 1.083 +15.805 2.572 0.861 +16.055 2.155 0.688 +16.305 1.773 0.534 +16.555 1.501 0.442 +16.805 1.232 0.356 +17.055 1.014 0.283 +17.305 0.823 0.226 +17.555 0.652 0.183 +17.805 0.533 0.146 +18.055 0.425 0.119 +18.305 0.341 0.095 +18.555 0.266 0.075 +18.805 0.216 0.056 +19.055 0.167 0.049 +19.305 0.134 0.040 +19.555 0.108 0.027 +19.805 0.087 0.021 +20.055 0.066 0.019 +20.305 0.056 0.014 diff --git a/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt index cb36688b..8ab4e1a4 100644 --- a/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt @@ -1,29 +1,46 @@ -9.983 90.177 -10.233 86.875 -10.483 80.002 -10.733 75.545 -10.983 70.247 -11.233 64.371 -11.483 60.277 -11.733 53.560 -11.983 49.142 -12.233 42.496 -12.483 37.571 -12.733 34.492 -12.983 29.860 -13.233 25.772 -13.483 23.060 -13.733 20.151 -13.983 16.921 -14.233 14.398 -14.483 12.490 -14.733 10.602 -14.983 8.979 -15.233 7.555 -15.483 6.378 -15.733 5.410 -15.983 4.640 -16.233 4.125 -16.483 3.747 -16.733 3.487 -16.983 3.364 +9.931 90.659 10.980 +10.181 86.953 13.164 +10.431 81.480 12.966 +10.681 76.103 15.596 +10.931 73.519 13.271 +11.181 64.371 15.636 +11.431 61.247 15.209 +11.681 54.195 14.719 +11.931 50.122 15.955 +12.181 43.560 15.332 +12.431 38.833 15.952 +12.681 34.002 14.907 +12.931 30.974 14.652 +13.181 26.525 13.409 +13.431 23.559 11.528 +13.681 20.826 11.137 +13.931 17.603 8.919 +14.181 14.911 7.673 +14.431 13.025 6.310 +14.681 11.054 5.093 +14.931 9.197 4.125 +15.181 7.876 3.399 +15.431 6.563 2.621 +15.681 5.501 2.249 +15.931 4.585 1.683 +16.181 3.936 1.367 +16.431 3.247 1.080 +16.681 2.684 0.859 +16.931 2.248 0.665 +17.181 1.885 0.529 +17.431 1.552 0.427 +17.681 1.278 0.342 +17.931 1.041 0.274 +18.181 0.857 0.218 +18.431 0.686 0.178 +18.681 0.559 0.139 +18.931 0.447 0.111 +19.181 0.348 0.088 +19.431 0.282 0.070 +19.681 0.218 0.052 +19.931 0.168 0.046 +20.181 0.139 0.036 +20.431 0.114 0.028 +20.681 0.086 0.023 +20.931 0.072 0.018 +21.181 0.057 0.014 diff --git a/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt index 3776b201..7ca7c5fe 100644 --- a/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt @@ -1,26 +1,45 @@ -9.193 73.534 -9.443 67.191 -9.693 56.931 -9.943 53.418 -10.193 47.507 -10.443 45.039 -10.693 35.933 -10.943 32.952 -11.193 29.633 -11.443 25.299 -11.693 22.448 -11.943 19.802 -12.193 16.854 -12.443 15.107 -12.693 13.126 -12.943 11.322 -13.193 9.585 -13.443 8.170 -13.693 6.980 -13.943 5.993 -14.193 5.154 -14.443 4.480 -14.693 4.006 -14.943 3.671 -15.193 3.474 -15.443 3.319 +9.193 73.219 13.478 +9.443 67.191 14.440 +9.693 56.962 15.017 +9.943 53.417 14.408 +10.193 47.507 15.188 +10.443 45.039 16.863 +10.693 36.046 15.287 +10.943 32.940 15.847 +11.193 29.633 14.532 +11.443 25.341 14.064 +11.693 22.437 12.197 +11.943 19.817 11.644 +12.193 16.870 10.551 +12.443 15.103 8.739 +12.693 13.055 7.667 +12.943 11.330 5.909 +13.193 9.596 5.180 +13.443 8.163 4.038 +13.693 6.907 3.148 +13.943 5.917 2.531 +14.193 4.937 2.191 +14.443 4.160 1.678 +14.693 3.481 1.363 +14.943 2.933 1.080 +15.193 2.457 0.844 +15.443 2.082 0.677 +15.693 1.720 0.532 +15.943 1.425 0.425 +16.193 1.190 0.343 +16.443 0.993 0.280 +16.693 0.797 0.224 +16.943 0.634 0.175 +17.193 0.506 0.143 +17.443 0.412 0.119 +17.693 0.330 0.088 +17.943 0.263 0.072 +18.193 0.204 0.057 +18.443 0.167 0.045 +18.693 0.129 0.035 +18.943 0.101 0.027 +19.193 0.081 0.024 +19.443 0.066 0.019 +19.693 0.049 0.015 +19.943 0.042 0.012 +20.193 0.032 0.010 diff --git a/app/host/SBI/snrfiles/DES_g_magvsnr.txt b/app/host/SBI/snrfiles/DES_g_magvsnr.txt index 903ab2b6..dbb418e6 100644 --- a/app/host/SBI/snrfiles/DES_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_g_magvsnr.txt @@ -1,44 +1,45 @@ -13.251 99.830 -13.501 99.817 -13.751 99.818 -14.001 99.732 -14.251 99.728 -14.501 99.649 -14.751 99.635 -15.001 99.479 -15.251 99.410 -15.501 99.178 -15.751 99.134 -16.001 98.857 -16.251 98.578 -16.501 98.064 -16.751 97.771 -17.001 97.150 -17.251 96.380 -17.501 95.458 -17.751 94.418 -18.001 92.824 -18.251 91.451 -18.501 88.985 -18.751 86.733 -19.001 84.035 -19.251 80.809 -19.501 77.452 -19.751 72.251 -20.001 67.813 -20.251 63.075 -20.501 57.561 -20.751 51.720 -21.001 45.853 -21.251 40.899 -21.501 36.399 -21.751 31.827 -22.001 27.423 -22.251 23.770 -22.501 19.955 -22.751 16.601 -23.001 14.768 -23.251 12.204 -23.501 9.888 -23.751 8.425 -24.001 6.731 +13.251 99.832 0.568 +13.501 99.816 0.698 +13.751 99.809 0.861 +14.001 99.732 1.293 +14.251 99.728 0.685 +14.501 99.650 2.730 +14.751 99.635 1.062 +15.001 99.479 4.381 +15.251 99.409 2.305 +15.501 99.187 1.237 +15.751 99.119 3.246 +16.001 98.843 3.786 +16.251 98.593 2.969 +16.501 98.063 4.511 +16.751 97.771 5.859 +17.001 97.150 4.437 +17.251 96.372 4.742 +17.501 95.482 4.970 +17.751 94.454 5.531 +18.001 92.833 5.668 +18.251 91.451 6.223 +18.501 88.993 7.266 +18.751 86.701 7.031 +19.001 83.964 8.334 +19.251 80.894 8.947 +19.501 77.397 9.393 +19.751 72.150 10.452 +20.001 67.890 10.831 +20.251 63.060 11.206 +20.501 57.531 11.580 +20.751 51.587 11.475 +21.001 45.853 11.135 +21.251 40.899 10.686 +21.501 36.389 9.528 +21.751 31.897 8.959 +22.001 27.423 7.699 +22.251 23.665 7.024 +22.501 19.938 6.441 +22.751 16.628 5.284 +23.001 14.822 4.583 +23.251 12.213 3.690 +23.501 9.861 3.558 +23.751 8.603 2.740 +24.001 6.689 2.426 +24.251 5.995 1.828 diff --git a/app/host/SBI/snrfiles/DES_r_magvsnr.txt b/app/host/SBI/snrfiles/DES_r_magvsnr.txt index 52292a97..3225a44d 100644 --- a/app/host/SBI/snrfiles/DES_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_r_magvsnr.txt @@ -1,43 +1,44 @@ -13.072 99.748 -13.322 99.733 -13.572 99.688 -13.822 99.598 -14.072 99.530 -14.322 99.412 -14.572 99.255 -14.822 99.064 -15.072 98.809 -15.322 98.651 -15.572 98.168 -15.822 97.829 -16.072 97.266 -16.322 96.484 -16.572 95.575 -16.822 94.509 -17.072 93.271 -17.322 91.730 -17.572 89.504 -17.822 87.596 -18.072 84.666 -18.322 81.746 -18.572 78.571 -18.822 74.509 -19.072 70.071 -19.322 65.724 -19.572 61.149 -19.822 55.590 -20.072 50.293 -20.322 45.733 -20.572 40.370 -20.822 35.659 -21.072 31.617 -21.322 27.497 -21.572 24.500 -21.822 20.838 -22.072 18.871 -22.322 16.087 -22.572 12.607 -22.822 11.650 -23.072 9.303 -23.322 8.006 -23.572 7.370 +13.072 99.748 0.599 +13.322 99.733 0.947 +13.572 99.686 0.824 +13.822 99.598 0.855 +14.072 99.531 1.150 +14.322 99.412 2.293 +14.572 99.259 2.367 +14.822 99.064 2.489 +15.072 98.787 1.833 +15.322 98.656 2.069 +15.572 98.137 3.315 +15.822 97.830 4.090 +16.072 97.253 3.914 +16.322 96.484 4.879 +16.572 95.575 4.834 +16.822 94.518 5.342 +17.072 93.256 5.285 +17.322 91.698 5.801 +17.572 89.460 7.008 +17.822 87.590 7.443 +18.072 84.660 8.643 +18.322 81.781 9.740 +18.572 78.645 10.542 +18.822 74.470 11.650 +19.072 70.003 12.278 +19.322 65.690 12.906 +19.572 61.156 13.528 +19.822 55.497 13.942 +20.072 50.293 13.745 +20.322 45.689 14.476 +20.572 40.311 13.518 +20.822 35.659 12.502 +21.072 31.610 11.797 +21.322 27.486 10.966 +21.572 24.480 9.932 +21.822 20.827 9.367 +22.072 18.676 7.700 +22.322 15.858 6.981 +22.572 12.864 6.225 +22.822 11.559 5.610 +23.072 9.186 4.171 +23.322 7.963 3.877 +23.572 6.882 2.746 +23.822 5.447 2.524 diff --git a/app/host/SBI/snrfiles/DES_z_magvsnr.txt b/app/host/SBI/snrfiles/DES_z_magvsnr.txt index f678de86..db921a0b 100644 --- a/app/host/SBI/snrfiles/DES_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_z_magvsnr.txt @@ -1,44 +1,47 @@ -12.334 99.536 -12.584 99.359 -12.834 99.293 -13.084 99.086 -13.334 98.961 -13.584 98.649 -13.834 98.212 -14.084 97.813 -14.334 97.360 -14.584 96.640 -14.834 96.074 -15.084 94.896 -15.334 93.925 -15.584 92.574 -15.834 90.741 -16.084 88.130 -16.334 86.120 -16.584 82.867 -16.834 79.788 -17.084 76.892 -17.334 72.826 -17.584 68.652 -17.834 63.800 -18.084 59.233 -18.334 54.410 -18.584 49.629 -18.834 45.282 -19.084 40.658 -19.334 36.893 -19.584 32.524 -19.834 29.177 -20.084 25.628 -20.334 22.513 -20.584 19.955 -20.834 17.394 -21.084 15.141 -21.334 13.235 -21.584 11.999 -21.834 10.103 -22.084 8.667 -22.334 7.466 -22.584 6.093 -22.834 5.506 -23.084 4.676 +12.334 99.533 0.549 +12.584 99.359 0.863 +12.834 99.294 0.698 +13.084 99.058 1.602 +13.334 98.961 1.226 +13.584 98.650 2.377 +13.834 98.223 2.454 +14.084 97.825 4.076 +14.334 97.370 4.525 +14.584 96.652 2.543 +14.834 96.086 3.700 +15.084 94.885 4.922 +15.334 93.922 6.263 +15.584 92.573 5.055 +15.834 90.726 5.942 +16.084 88.021 7.140 +16.334 86.109 8.010 +16.584 82.880 8.365 +16.834 79.812 8.694 +17.084 76.796 8.748 +17.334 72.751 9.487 +17.584 68.637 9.976 +17.834 63.802 10.954 +18.084 59.277 11.085 +18.334 54.346 10.987 +18.584 49.631 10.941 +18.834 45.170 10.416 +19.084 40.599 10.392 +19.334 36.922 10.191 +19.584 32.484 9.378 +19.834 29.158 8.403 +20.084 25.635 7.914 +20.334 22.478 7.079 +20.584 19.910 6.166 +20.834 17.432 5.761 +21.084 15.140 5.118 +21.334 13.237 4.589 +21.584 11.978 4.114 +21.834 9.977 3.496 +22.084 8.529 3.110 +22.334 7.407 2.524 +22.584 5.919 2.499 +22.834 5.183 1.887 +23.084 4.064 1.717 +23.334 3.207 1.462 +23.584 2.804 1.265 +23.834 2.332 0.971 diff --git a/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt index ae310fe8..9c52a03f 100644 --- a/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt @@ -1,33 +1,45 @@ -15.719 41.461 -15.969 35.153 -16.219 30.361 -16.469 32.134 -16.719 26.962 -16.969 25.571 -17.219 22.756 -17.469 19.620 -17.719 18.145 -17.969 15.918 -18.219 14.119 -18.469 12.451 -18.719 11.093 -18.969 10.141 -19.219 9.147 -19.469 8.295 -19.719 7.294 -19.969 6.461 -20.219 5.829 -20.469 5.314 -20.719 4.707 -20.969 4.242 -21.219 4.001 -21.469 3.907 -21.719 3.787 -21.969 6.319 -22.219 6.383 -22.469 5.760 -22.719 5.076 -22.969 4.519 -23.219 4.046 -23.469 3.624 -23.719 3.920 +15.469 40.672 23.167 +15.719 41.155 22.586 +15.969 34.867 21.400 +16.219 30.173 17.972 +16.469 31.569 20.052 +16.719 26.639 21.007 +16.969 25.449 19.550 +17.219 22.447 20.012 +17.469 19.182 16.206 +17.719 18.097 17.034 +17.969 15.546 16.886 +18.219 13.925 14.521 +18.469 12.384 13.886 +18.719 11.016 13.764 +18.969 10.049 10.344 +19.219 9.061 10.986 +19.469 8.146 9.775 +19.719 7.201 8.977 +19.969 6.369 8.708 +20.219 5.711 8.121 +20.469 5.159 7.238 +20.719 4.567 6.874 +20.969 4.022 5.999 +21.219 3.607 5.792 +21.469 3.309 4.993 +21.719 3.013 5.144 +21.969 2.648 3.752 +22.219 2.481 4.786 +22.469 2.232 4.183 +22.719 2.006 4.321 +22.969 1.872 3.343 +23.219 1.763 3.929 +23.469 1.566 3.208 +23.719 1.434 2.632 +23.969 1.558 3.055 +24.219 1.468 2.790 +24.469 1.334 2.706 +24.719 1.248 2.454 +24.969 1.042 1.919 +25.219 0.857 1.944 +25.469 0.702 1.373 +25.719 0.570 1.328 +25.969 0.499 1.242 +26.219 0.395 1.002 +26.469 0.387 0.670 diff --git a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt index 4a9c043c..995db645 100644 --- a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt @@ -1,37 +1,45 @@ -15.127 69.174 -15.377 74.796 -15.627 61.994 -15.877 62.673 -16.127 56.659 -16.377 55.479 -16.627 49.644 -16.877 45.061 -17.127 40.344 -17.377 34.645 -17.627 32.690 -17.877 30.120 -18.127 26.078 -18.377 23.900 -18.627 21.345 -18.877 19.226 -19.127 17.688 -19.377 15.177 -19.627 13.221 -19.877 11.476 -20.127 10.150 -20.377 9.171 -20.627 8.026 -20.877 6.893 -21.127 6.296 -21.377 5.872 -21.627 5.747 -21.877 7.153 -22.127 7.450 -22.377 6.660 -22.627 5.888 -22.877 5.108 -23.127 4.474 -23.377 4.120 -23.627 4.070 -23.877 7.436 -24.127 7.538 +14.989 74.947 25.992 +15.239 72.787 25.517 +15.489 64.809 20.858 +15.739 60.281 24.762 +15.989 59.783 24.616 +16.239 53.931 23.721 +16.489 51.201 25.293 +16.739 48.617 23.913 +16.989 41.855 22.479 +17.239 38.082 25.026 +17.489 33.523 24.169 +17.739 32.007 23.707 +17.989 27.541 21.460 +18.239 25.309 21.325 +18.489 21.742 20.010 +18.739 19.777 19.502 +18.989 18.296 18.619 +19.239 16.287 16.857 +19.489 14.283 16.881 +19.739 12.154 14.179 +19.989 10.719 13.719 +20.239 9.409 13.610 +20.489 8.310 12.366 +20.739 7.064 11.510 +20.989 6.177 10.300 +21.239 5.504 9.415 +21.489 4.676 9.046 +21.739 4.345 9.370 +21.989 3.712 7.394 +22.239 3.127 7.326 +22.489 3.008 6.281 +22.739 2.791 6.503 +22.989 2.640 6.511 +23.239 2.749 6.085 +23.489 2.180 4.872 +23.739 1.858 4.033 +23.989 1.713 3.295 +24.239 1.362 3.000 +24.489 1.208 2.788 +24.739 0.955 2.097 +24.989 0.789 1.750 +25.239 0.619 1.632 +25.489 0.494 1.581 +25.739 0.412 1.017 +25.989 0.329 0.752 diff --git a/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt index 72850ad3..938af999 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt @@ -1,43 +1,49 @@ -12.663 99.845 -12.913 99.831 -13.163 99.795 -13.413 99.751 -13.663 99.670 -13.913 99.627 -14.163 99.533 -14.413 99.434 -14.663 99.259 -14.913 99.015 -15.163 98.809 -15.413 98.453 -15.663 98.109 -15.913 97.587 -16.163 96.824 -16.413 96.089 -16.663 94.866 -16.913 93.463 -17.163 91.516 -17.413 88.868 -17.663 86.444 -17.913 83.223 -18.163 79.237 -18.413 74.450 -18.663 69.509 -18.913 63.476 -19.163 57.064 -19.413 51.755 -19.663 46.147 -19.913 40.553 -20.163 35.564 -20.413 31.127 -20.663 26.098 -20.913 20.300 -21.163 15.912 -21.413 13.491 -21.663 11.348 -21.913 9.762 -22.163 8.202 -22.413 6.754 -22.663 5.534 -22.913 4.690 -23.163 4.113 +12.663 99.845 10.561 +12.913 99.831 10.150 +13.163 99.795 13.489 +13.413 99.749 10.787 +13.663 99.674 6.394 +13.913 99.629 11.011 +14.163 99.534 8.359 +14.413 99.430 5.813 +14.663 99.260 7.334 +14.913 99.014 7.052 +15.163 98.808 6.139 +15.413 98.438 8.944 +15.663 98.087 10.691 +15.913 97.598 7.813 +16.163 96.812 6.484 +16.413 96.069 8.076 +16.663 94.853 7.907 +16.913 93.440 8.109 +17.163 91.529 8.954 +17.413 88.780 10.606 +17.663 86.545 10.848 +17.913 83.223 11.604 +18.163 79.266 12.291 +18.413 74.549 13.907 +18.663 69.509 14.888 +18.913 63.378 14.976 +19.163 57.139 15.031 +19.413 51.797 15.277 +19.663 46.183 14.999 +19.913 40.558 14.191 +20.163 35.597 12.944 +20.413 31.196 11.264 +20.663 26.184 9.706 +20.913 20.360 8.090 +21.163 15.905 6.967 +21.413 13.492 5.618 +21.663 11.343 4.408 +21.913 9.753 3.546 +22.163 8.176 2.865 +22.413 6.712 2.336 +22.663 5.399 2.061 +22.913 4.297 1.842 +23.163 3.510 1.400 +23.413 2.755 1.166 +23.663 2.206 0.980 +23.913 1.930 0.938 +24.163 1.392 0.613 +24.413 1.164 0.450 +24.663 0.897 0.337 diff --git a/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt index 9274e775..fe97ae8d 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt @@ -1,46 +1,49 @@ -11.855 99.912 -12.105 99.920 -12.355 99.930 -12.605 99.912 -12.855 99.899 -13.105 99.883 -13.355 99.865 -13.605 99.837 -13.855 99.764 -14.105 99.715 -14.355 99.613 -14.605 99.553 -14.855 99.418 -15.105 99.282 -15.355 99.053 -15.605 98.713 -15.855 98.428 -16.105 97.910 -16.355 97.267 -16.605 96.504 -16.855 95.490 -17.105 94.066 -17.355 92.425 -17.605 90.404 -17.855 87.643 -18.105 84.219 -18.355 80.077 -18.605 75.774 -18.855 68.488 -19.105 62.215 -19.355 55.626 -19.605 49.517 -19.855 42.040 -20.105 36.239 -20.355 29.477 -20.605 25.283 -20.855 20.580 -21.105 17.375 -21.355 14.967 -21.605 12.515 -21.855 10.774 -22.105 8.998 -22.355 7.360 -22.605 5.854 -22.855 4.657 -23.105 4.291 +11.855 99.912 5.436 +12.105 99.920 0.401 +12.355 99.931 1.655 +12.605 99.913 5.180 +12.855 99.898 4.291 +13.105 99.883 4.782 +13.355 99.867 2.516 +13.605 99.837 5.621 +13.855 99.764 3.801 +14.105 99.714 4.181 +14.355 99.616 2.502 +14.605 99.552 5.972 +14.855 99.419 4.287 +15.105 99.294 3.279 +15.355 99.051 4.575 +15.605 98.717 4.314 +15.855 98.419 5.429 +16.105 97.896 4.289 +16.355 97.266 4.793 +16.605 96.518 5.926 +16.855 95.508 6.023 +17.105 94.024 8.062 +17.355 92.436 8.459 +17.605 90.450 9.234 +17.855 87.643 10.914 +18.105 84.226 11.882 +18.355 80.145 13.043 +18.605 75.724 14.450 +18.855 68.578 15.616 +19.105 62.372 16.508 +19.355 55.575 16.814 +19.605 49.466 16.031 +19.855 42.268 15.292 +20.105 36.344 13.853 +20.355 29.507 11.757 +20.605 25.344 10.593 +20.855 20.573 8.586 +21.105 17.448 7.508 +21.355 14.986 5.913 +21.605 12.558 5.043 +21.855 10.688 4.392 +22.105 8.940 3.424 +22.355 7.181 2.891 +22.605 5.507 2.256 +22.855 4.346 1.794 +23.105 3.456 1.424 +23.355 2.875 1.187 +23.605 2.519 1.050 +23.855 1.656 0.693 diff --git a/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt index da38f90e..f88d9931 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt @@ -1,46 +1,49 @@ -11.820 99.879 -12.070 99.899 -12.320 99.907 -12.570 99.900 -12.820 99.885 -13.070 99.842 -13.320 99.838 -13.570 99.789 -13.820 99.769 -14.070 99.632 -14.320 99.605 -14.570 99.466 -14.820 99.307 -15.070 99.182 -15.320 98.953 -15.570 98.648 -15.820 98.214 -16.070 97.730 -16.320 97.044 -16.570 95.989 -16.820 94.769 -17.070 93.436 -17.320 91.823 -17.570 89.438 -17.820 86.675 -18.070 83.447 -18.320 77.975 -18.570 73.437 -18.820 68.747 -19.070 62.687 -19.320 55.530 -19.570 49.597 -19.820 43.374 -20.070 37.172 -20.320 30.707 -20.570 25.575 -20.820 21.024 -21.070 17.415 -21.320 14.319 -21.570 12.061 -21.820 10.237 -22.070 8.940 -22.320 7.516 -22.570 6.129 -22.820 5.242 -23.070 4.453 +11.820 99.880 11.313 +12.070 99.899 8.181 +12.320 99.909 0.505 +12.570 99.900 5.159 +12.820 99.885 1.039 +13.070 99.842 9.450 +13.320 99.838 9.019 +13.570 99.789 7.954 +13.820 99.766 6.613 +14.070 99.633 2.355 +14.320 99.605 3.286 +14.570 99.465 6.944 +14.820 99.317 6.021 +15.070 99.182 5.557 +15.320 98.955 4.479 +15.570 98.624 5.731 +15.820 98.206 6.559 +16.070 97.705 4.597 +16.320 97.066 5.720 +16.570 95.944 6.531 +16.820 94.780 7.207 +17.070 93.433 7.175 +17.320 91.789 8.329 +17.570 89.426 9.745 +17.820 86.659 10.899 +18.070 83.424 12.598 +18.320 78.086 13.122 +18.570 73.598 13.965 +18.820 68.747 14.833 +19.070 62.808 15.923 +19.320 55.659 16.169 +19.570 49.641 15.768 +19.820 43.467 14.959 +20.070 37.213 13.902 +20.320 30.979 12.375 +20.570 25.632 10.767 +20.820 21.160 8.874 +21.070 17.422 7.565 +21.320 14.296 6.041 +21.570 12.061 4.946 +21.820 10.289 4.033 +22.070 8.921 3.434 +22.320 7.460 2.927 +22.570 5.816 2.296 +22.820 4.849 2.316 +23.070 3.753 1.673 +23.320 3.043 1.391 +23.570 2.405 1.307 +23.820 1.954 0.803 diff --git a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt index 032a836e..a5629298 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt @@ -1,43 +1,51 @@ -11.263 99.730 -11.513 99.675 -11.763 99.582 -12.013 99.504 -12.263 99.278 -12.513 99.157 -12.763 98.868 -13.013 98.543 -13.263 98.073 -13.513 97.569 -13.763 96.862 -14.013 96.042 -14.263 95.203 -14.513 94.204 -14.763 92.941 -15.013 90.518 -15.263 88.324 -15.513 85.545 -15.763 81.285 -16.013 76.587 -16.263 72.410 -16.513 67.789 -16.763 61.635 -17.013 56.562 -17.263 51.699 -17.513 45.583 -17.763 39.730 -18.013 35.363 -18.263 29.869 -18.513 25.210 -18.763 21.589 -19.013 18.532 -19.263 15.738 -19.513 13.211 -19.763 10.987 -20.013 9.155 -20.263 7.500 -20.513 6.392 -20.763 5.491 -21.013 4.769 -21.263 4.384 -21.513 3.952 -21.763 3.643 +11.263 99.727 5.726 +11.513 99.680 10.813 +11.763 99.580 5.845 +12.013 99.503 1.972 +12.263 99.270 0.883 +12.513 99.157 4.857 +12.763 98.863 2.382 +13.013 98.568 2.989 +13.263 98.076 3.613 +13.513 97.571 4.144 +13.763 96.874 6.515 +14.013 96.041 5.658 +14.263 95.222 6.864 +14.513 94.161 6.392 +14.763 92.941 7.414 +15.013 90.454 8.853 +15.263 88.300 9.828 +15.513 85.486 10.643 +15.763 81.173 12.311 +16.013 76.593 13.454 +16.263 72.456 14.586 +16.513 67.727 15.647 +16.763 61.624 16.726 +17.013 56.581 17.759 +17.263 51.683 18.035 +17.513 45.633 18.041 +17.763 39.722 17.049 +18.013 35.331 16.420 +18.263 29.848 15.183 +18.513 25.203 13.135 +18.763 21.706 11.239 +19.013 18.595 9.790 +19.263 15.706 8.187 +19.513 13.191 6.659 +19.763 10.977 5.524 +20.013 9.141 4.540 +20.263 7.429 3.673 +20.513 6.222 2.860 +20.763 5.246 2.327 +21.013 4.361 1.888 +21.263 3.556 1.578 +21.513 3.032 1.266 +21.763 2.438 1.009 +22.013 2.017 0.825 +22.263 1.594 0.655 +22.513 1.330 0.579 +22.763 1.053 0.429 +23.013 0.757 0.320 +23.263 0.698 0.283 +23.513 0.554 0.211 +23.763 0.440 0.176 diff --git a/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt index 26bd1e01..d92da592 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt @@ -1,44 +1,49 @@ -11.612 99.877 -11.862 99.863 -12.112 99.852 -12.362 99.819 -12.612 99.753 -12.862 99.719 -13.112 99.617 -13.362 99.562 -13.612 99.338 -13.862 99.145 -14.112 98.972 -14.362 98.733 -14.612 98.419 -14.862 98.039 -15.112 97.528 -15.362 96.647 -15.612 95.678 -15.862 94.467 -16.112 92.740 -16.362 90.658 -16.612 88.627 -16.862 85.326 -17.112 81.808 -17.362 77.810 -17.612 72.602 -17.862 66.540 -18.112 61.363 -18.362 55.873 -18.612 48.853 -18.862 42.801 -19.112 36.480 -19.362 31.675 -19.612 26.736 -19.862 22.216 -20.112 18.860 -20.362 15.595 -20.612 12.504 -20.862 10.455 -21.112 8.998 -21.362 7.566 -21.612 6.482 -21.862 5.624 -22.112 4.876 -22.362 4.115 +11.612 99.877 2.717 +11.862 99.864 0.902 +12.112 99.852 1.539 +12.362 99.819 1.540 +12.612 99.752 3.570 +12.862 99.719 4.133 +13.112 99.616 2.265 +13.362 99.567 3.184 +13.612 99.336 3.750 +13.862 99.145 4.913 +14.112 98.973 4.494 +14.362 98.729 5.146 +14.612 98.404 4.817 +14.862 98.056 4.115 +15.112 97.520 4.295 +15.362 96.639 4.971 +15.612 95.647 5.545 +15.862 94.434 6.985 +16.112 92.688 7.643 +16.362 90.711 8.328 +16.612 88.627 9.499 +16.862 85.315 10.439 +17.112 81.808 12.534 +17.362 77.764 13.487 +17.612 72.624 14.477 +17.862 66.478 15.697 +18.112 61.385 16.009 +18.362 55.805 16.435 +18.612 48.935 16.275 +18.862 42.851 15.714 +19.112 36.471 14.545 +19.362 31.682 13.147 +19.612 26.741 11.701 +19.862 22.213 9.799 +20.112 18.911 8.277 +20.362 15.593 6.863 +20.612 12.504 5.408 +20.862 10.476 4.477 +21.112 8.970 3.654 +21.362 7.519 2.889 +21.612 6.354 2.387 +21.862 5.359 1.951 +22.112 4.367 1.552 +22.362 3.403 1.284 +22.612 2.859 0.968 +22.862 2.288 0.845 +23.112 1.847 0.694 +23.362 1.341 0.543 +23.612 1.070 0.459 diff --git a/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt index 800cdcf4..e5192809 100644 --- a/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt @@ -1,38 +1,45 @@ -13.408 97.174 -13.658 96.490 -13.908 95.805 -14.158 94.876 -14.408 93.656 -14.658 92.169 -14.908 90.583 -15.158 88.375 -15.408 86.066 -15.658 83.172 -15.908 80.086 -16.158 76.543 -16.408 72.997 -16.658 68.488 -16.908 64.132 -17.158 59.752 -17.408 55.212 -17.658 50.694 -17.908 46.038 -18.158 41.860 -18.408 37.606 -18.658 34.104 -18.908 30.390 -19.158 27.061 -19.408 24.102 -19.658 21.312 -19.908 18.731 -20.158 16.438 -20.408 14.305 -20.658 12.404 -20.908 10.607 -21.158 8.929 -21.408 7.489 -21.658 6.371 -21.908 5.533 -22.158 4.616 -22.408 4.046 -22.658 3.506 +13.207 97.632 1.484 +13.457 97.033 10.230 +13.707 96.357 2.099 +13.957 95.675 6.857 +14.207 94.666 2.941 +14.457 93.292 4.338 +14.707 91.816 3.710 +14.957 90.311 3.834 +15.207 88.041 4.705 +15.457 85.531 6.007 +15.707 82.579 4.951 +15.957 79.422 5.589 +16.207 75.844 6.690 +16.457 72.277 5.000 +16.707 67.648 6.260 +16.957 63.340 4.986 +17.207 58.790 5.715 +17.457 54.187 4.570 +17.707 49.838 4.965 +17.957 45.221 4.290 +18.207 41.071 4.247 +18.457 37.011 3.888 +18.707 33.468 3.564 +18.957 29.629 3.519 +19.207 26.293 3.314 +19.457 23.664 3.004 +19.707 20.797 2.987 +19.957 18.352 2.736 +20.207 16.003 2.564 +20.457 13.924 2.366 +20.707 12.040 2.202 +20.957 10.225 1.915 +21.207 8.647 1.810 +21.457 7.291 1.551 +21.707 6.184 1.358 +21.957 5.251 1.114 +22.207 4.470 1.050 +22.457 3.832 0.890 +22.707 3.064 0.742 +22.957 2.461 0.632 +23.207 2.042 0.575 +23.457 1.647 0.419 +23.707 1.375 0.417 +23.957 1.120 0.343 +24.207 0.847 0.228 diff --git a/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt index d9c01070..3969fa8d 100644 --- a/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt @@ -1,40 +1,44 @@ -12.248 98.684 -12.498 98.714 -12.748 98.391 -12.998 97.972 -13.248 97.396 -13.498 96.949 -13.748 95.982 -13.998 95.001 -14.248 93.911 -14.498 92.582 -14.748 90.783 -14.998 88.709 -15.248 86.647 -15.498 83.655 -15.748 80.647 -15.998 77.071 -16.248 72.882 -16.498 68.510 -16.748 64.104 -16.998 59.306 -17.248 54.312 -17.498 49.393 -17.748 44.890 -17.998 40.036 -18.248 35.688 -18.498 32.223 -18.748 27.970 -18.998 24.224 -19.248 21.123 -19.498 18.286 -19.748 15.747 -19.998 13.366 -20.248 11.020 -20.498 9.171 -20.748 7.838 -20.998 6.547 -21.248 5.582 -21.498 4.884 -21.748 4.176 -21.998 3.708 +12.248 98.684 1.478 +12.498 98.711 1.346 +12.748 98.396 1.012 +12.998 97.978 1.136 +13.248 97.399 1.730 +13.498 96.954 3.671 +13.748 95.984 3.370 +13.998 95.021 3.810 +14.248 93.957 2.651 +14.498 92.578 4.805 +14.748 90.758 3.373 +14.998 88.724 4.444 +15.248 86.643 6.300 +15.498 83.640 5.318 +15.748 80.570 4.610 +15.998 77.055 5.819 +16.248 72.841 5.690 +16.498 68.590 6.137 +16.748 64.140 5.871 +16.998 59.278 5.986 +17.248 54.336 6.462 +17.498 49.393 6.067 +17.748 44.929 5.747 +17.998 40.019 5.520 +18.248 35.670 5.437 +18.498 32.198 5.309 +18.748 27.967 4.943 +18.998 24.259 4.810 +19.248 21.123 4.398 +19.498 18.292 3.900 +19.748 15.735 3.639 +19.998 13.400 3.286 +20.248 11.035 2.896 +20.498 9.195 2.480 +20.748 7.840 2.115 +20.998 6.534 1.858 +21.248 5.529 1.543 +21.498 4.758 1.341 +21.748 3.878 1.105 +21.998 3.156 0.955 +22.248 2.580 0.834 +22.498 2.016 0.687 +22.748 1.741 0.517 +22.998 1.420 0.430 diff --git a/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt index 1b3e53be..14406b6b 100644 --- a/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt @@ -1,40 +1,44 @@ -12.686 98.501 -12.936 98.196 -13.186 97.761 -13.436 97.274 -13.686 96.515 -13.936 95.836 -14.186 94.675 -14.436 93.465 -14.686 92.165 -14.936 90.360 -15.186 88.030 -15.436 85.783 -15.686 82.974 -15.936 79.750 -16.186 76.063 -16.436 71.922 -16.686 67.739 -16.936 63.230 -17.186 58.494 -17.436 54.000 -17.686 49.253 -17.936 44.990 -18.186 40.371 -18.436 36.366 -18.686 32.477 -18.936 29.044 -19.186 25.714 -19.436 22.312 -19.686 19.696 -19.936 17.135 -20.186 14.877 -20.436 12.506 -20.686 10.532 -20.936 9.000 -21.186 7.666 -21.436 6.482 -21.686 5.536 -21.936 4.673 -22.186 3.998 -22.436 3.624 +12.686 98.483 1.415 +12.936 98.187 1.493 +13.186 97.762 1.112 +13.436 97.274 1.658 +13.686 96.510 2.925 +13.936 95.839 5.549 +14.186 94.679 3.318 +14.436 93.474 5.385 +14.686 92.162 7.034 +14.936 90.339 5.421 +15.186 88.030 5.628 +15.436 85.791 3.613 +15.686 82.950 4.655 +15.936 79.721 4.002 +16.186 76.041 4.129 +16.436 71.931 5.936 +16.686 67.719 5.460 +16.936 63.254 5.068 +17.186 58.550 4.485 +17.436 53.981 4.599 +17.686 49.287 4.248 +17.936 45.064 4.366 +18.186 40.365 4.317 +18.436 36.362 3.938 +18.686 32.502 3.846 +18.936 29.049 3.718 +19.186 25.737 3.693 +19.436 22.357 3.406 +19.686 19.665 3.272 +19.936 17.144 3.037 +20.186 14.904 2.859 +20.436 12.516 2.567 +20.686 10.574 2.222 +20.936 8.992 1.957 +21.186 7.656 1.764 +21.436 6.459 1.480 +21.686 5.502 1.357 +21.936 4.579 1.140 +22.186 3.710 0.948 +22.436 3.134 0.857 +22.686 2.615 0.697 +22.936 2.119 0.539 +23.186 1.730 0.526 +23.436 1.297 0.455 diff --git a/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt index 3c0d7d49..85dd2a82 100644 --- a/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt @@ -1,29 +1,41 @@ -14.913 77.254 -15.163 72.154 -15.413 65.193 -15.663 60.644 -15.913 58.269 -16.163 51.417 -16.413 49.284 -16.663 43.250 -16.913 40.557 -17.163 34.573 -17.413 33.066 -17.663 28.681 -17.913 25.579 -18.163 22.789 -18.413 19.738 -18.663 17.372 -18.913 15.540 -19.163 13.487 -19.413 11.567 -19.663 10.108 -19.913 8.796 -20.163 7.515 -20.413 6.563 -20.663 5.720 -20.913 4.967 -21.163 4.454 -21.413 3.939 -21.663 3.648 -21.913 3.492 +14.912 77.320 15.453 +15.162 71.629 13.848 +15.412 65.329 13.238 +15.662 60.832 13.252 +15.912 58.269 13.030 +16.162 51.529 12.482 +16.412 49.311 11.165 +16.662 43.809 11.873 +16.912 40.436 11.129 +17.162 34.596 10.656 +17.412 32.997 10.624 +17.662 28.516 9.688 +17.912 25.579 8.796 +18.162 22.707 7.837 +18.412 19.728 7.205 +18.662 17.355 6.623 +18.912 15.513 5.961 +19.162 13.468 5.399 +19.412 11.578 4.692 +19.662 10.069 4.007 +19.912 8.764 3.599 +20.162 7.476 3.021 +20.412 6.512 2.474 +20.662 5.575 2.156 +20.912 4.735 1.803 +21.162 4.075 1.536 +21.412 3.459 1.234 +21.662 2.861 1.001 +21.912 2.360 0.858 +22.162 1.891 0.680 +22.412 1.583 0.557 +22.662 1.290 0.466 +22.912 1.074 0.392 +23.162 0.836 0.328 +23.412 0.651 0.269 +23.662 0.512 0.197 +23.912 0.407 0.163 +24.162 0.330 0.125 +24.412 0.255 0.102 +24.662 0.193 0.092 +24.912 0.157 0.054 diff --git a/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt index cee9f62a..13b93937 100644 --- a/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt @@ -1,35 +1,44 @@ -12.201 97.509 -12.451 96.642 -12.701 95.991 -12.951 94.938 -13.201 93.585 -13.451 92.278 -13.701 88.951 -13.951 87.105 -14.201 83.477 -14.451 79.573 -14.701 77.667 -14.951 74.117 -15.201 68.696 -15.451 64.235 -15.701 58.460 -15.951 53.004 -16.201 46.737 -16.451 42.914 -16.701 36.996 -16.951 32.870 -17.201 28.888 -17.451 24.924 -17.701 21.242 -17.951 18.617 -18.201 16.339 -18.451 13.570 -18.701 11.517 -18.951 9.573 -19.201 8.096 -19.451 6.767 -19.701 5.811 -19.951 4.997 -20.201 4.437 -20.451 3.958 -20.701 3.627 +12.201 97.429 2.429 +12.451 96.646 2.716 +12.701 95.998 2.615 +12.951 94.928 3.921 +13.201 93.551 5.297 +13.451 91.997 5.345 +13.701 88.951 7.930 +13.951 87.105 8.206 +14.201 83.532 8.981 +14.451 79.584 9.985 +14.701 77.646 10.477 +14.951 74.031 11.842 +15.201 68.705 12.272 +15.451 63.862 13.188 +15.701 58.344 13.431 +15.951 52.877 13.290 +16.201 46.747 13.207 +16.451 42.894 13.276 +16.701 37.015 12.550 +16.951 32.870 11.806 +17.201 28.882 10.560 +17.451 24.977 10.075 +17.701 21.262 8.588 +17.951 18.630 7.601 +18.201 16.264 6.745 +18.451 13.572 5.787 +18.701 11.522 4.727 +18.951 9.591 4.016 +19.201 8.040 3.369 +19.451 6.687 2.781 +19.701 5.669 2.297 +19.951 4.759 1.867 +20.201 3.927 1.567 +20.451 3.297 1.233 +20.701 2.664 1.012 +20.951 2.150 0.855 +21.201 1.834 0.679 +21.451 1.453 0.539 +21.701 1.143 0.462 +21.951 0.964 0.382 +22.201 0.788 0.283 +22.451 0.552 0.268 +22.701 0.503 0.184 +22.951 0.400 0.152 diff --git a/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt index 4b79d5fd..8b577b10 100644 --- a/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt @@ -1,37 +1,48 @@ -8.806 82.367 -9.056 74.791 -9.306 88.897 -9.556 88.735 -9.806 91.171 -10.056 90.463 -10.306 89.502 -10.556 87.817 -10.806 85.666 -11.056 84.020 -11.306 81.134 -11.556 78.214 -11.806 75.065 -12.056 70.892 -12.306 66.434 -12.556 62.254 -12.806 57.292 -13.056 52.131 -13.306 47.604 -13.556 42.909 -13.806 38.248 -14.056 33.831 -14.306 30.462 -14.556 26.384 -14.806 22.960 -15.056 19.823 -15.306 17.347 -15.556 14.741 -15.806 12.425 -16.056 10.636 -16.306 8.888 -16.556 7.615 -16.806 6.372 -17.056 5.240 -17.306 4.385 -17.556 3.857 -17.806 3.457 +8.806 82.367 29.537 +9.056 74.791 26.147 +9.306 87.526 27.652 +9.556 88.986 30.004 +9.806 91.145 27.527 +10.056 90.358 24.471 +10.306 89.568 23.132 +10.556 87.833 24.271 +10.806 85.666 22.625 +11.056 84.036 22.039 +11.306 81.122 19.396 +11.556 78.235 17.617 +11.806 75.249 18.075 +12.056 70.858 17.256 +12.306 66.392 15.375 +12.556 62.344 14.509 +12.806 57.290 13.984 +13.056 52.241 12.814 +13.306 47.697 12.535 +13.556 43.060 11.356 +13.806 38.312 10.391 +14.056 33.866 9.208 +14.306 30.469 8.519 +14.556 26.341 7.440 +14.806 22.862 6.901 +15.056 19.735 5.725 +15.306 17.317 5.377 +15.556 14.643 4.738 +15.806 12.391 4.449 +16.056 10.545 3.544 +16.306 8.833 2.772 +16.556 7.518 2.456 +16.806 6.249 1.952 +17.056 5.079 1.733 +17.306 4.175 1.425 +17.556 3.472 1.238 +17.806 2.839 0.868 +18.056 2.296 0.729 +18.306 1.836 0.723 +18.556 1.502 0.454 +18.806 1.231 0.474 +19.056 0.984 0.307 +19.306 0.771 0.257 +19.556 0.641 0.205 +19.806 0.487 0.203 +20.056 0.409 0.123 +20.306 0.311 0.098 +20.556 0.259 0.095 diff --git a/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt index adcc2412..fdd9615f 100644 --- a/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt @@ -1,33 +1,47 @@ -8.687 72.319 -8.937 79.952 -9.187 68.212 -9.437 81.071 -9.687 80.251 -9.937 79.349 -10.187 75.820 -10.437 73.513 -10.687 69.373 -10.937 66.369 -11.187 61.761 -11.437 57.733 -11.687 53.118 -11.937 48.213 -12.187 43.815 -12.437 39.867 -12.687 35.782 -12.937 31.048 -13.187 27.804 -13.437 24.335 -13.687 21.402 -13.937 18.649 -14.187 16.021 -14.437 13.841 -14.687 11.716 -14.937 10.133 -15.187 8.493 -15.437 7.172 -15.687 6.102 -15.937 5.077 -16.187 4.313 -16.437 3.840 -16.687 3.453 +8.634 72.888 28.639 +8.884 79.647 25.971 +9.134 69.999 26.424 +9.384 79.848 27.823 +9.634 80.552 25.614 +9.884 79.813 21.478 +10.134 76.819 21.615 +10.384 74.658 19.827 +10.634 70.117 20.242 +10.884 66.989 16.906 +11.134 62.458 17.507 +11.384 58.694 14.423 +11.634 54.306 14.301 +11.884 49.463 12.668 +12.134 44.843 11.641 +12.384 40.831 10.990 +12.634 36.549 10.176 +12.884 32.285 8.699 +13.134 28.513 8.269 +13.384 25.246 7.333 +13.634 22.041 6.524 +13.884 19.378 5.193 +14.134 16.559 5.097 +14.384 14.229 4.161 +14.634 12.068 3.670 +14.884 10.397 3.074 +15.134 8.813 2.764 +15.384 7.367 2.571 +15.634 6.262 2.185 +15.884 5.170 1.679 +16.134 4.308 1.288 +16.384 3.581 1.206 +16.634 2.926 0.801 +16.884 2.372 0.669 +17.134 1.937 0.674 +17.384 1.592 0.447 +17.634 1.295 0.421 +17.884 1.056 0.292 +18.134 0.854 0.226 +18.384 0.686 0.188 +18.634 0.539 0.158 +18.884 0.429 0.126 +19.134 0.337 0.101 +19.384 0.285 0.084 +19.634 0.218 0.143 +19.884 0.183 0.048 +20.134 0.133 0.034 diff --git a/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt index 7f27ea9a..f4064f46 100644 --- a/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt @@ -1,31 +1,48 @@ -5.781 34.999 -6.031 43.722 -6.281 44.968 -6.531 68.764 -6.781 52.683 -7.031 75.948 -7.281 70.617 -7.531 68.503 -7.781 65.529 -8.031 57.844 -8.281 51.746 -8.531 48.633 -8.781 45.194 -9.031 39.368 -9.281 34.581 -9.531 30.216 -9.781 26.054 -10.031 22.303 -10.281 19.472 -10.531 16.595 -10.781 13.679 -11.031 11.607 -11.281 9.719 -11.531 8.050 -11.781 6.824 -12.031 5.688 -12.281 4.923 -12.531 4.307 -12.781 3.835 -13.031 3.671 -13.281 3.498 +5.781 37.412 33.759 +6.031 43.722 34.391 +6.281 48.181 32.517 +6.531 69.017 30.374 +6.781 51.271 30.287 +7.031 75.419 29.893 +7.281 70.422 26.499 +7.531 68.467 24.084 +7.781 65.449 21.673 +8.031 58.087 20.690 +8.281 52.423 18.578 +8.531 48.691 17.466 +8.781 44.922 16.666 +9.031 39.532 15.480 +9.281 34.403 13.488 +9.531 30.195 12.685 +9.781 26.012 11.856 +10.031 22.313 9.630 +10.281 19.354 9.004 +10.531 16.593 7.709 +10.781 13.689 7.195 +11.031 11.605 5.182 +11.281 9.719 4.228 +11.531 8.044 3.421 +11.781 6.776 3.237 +12.031 5.601 2.309 +12.281 4.719 2.047 +12.531 3.982 1.710 +12.781 3.286 1.244 +13.031 2.725 1.426 +13.281 2.279 0.827 +13.531 1.890 0.694 +13.781 1.573 0.575 +14.031 1.272 0.515 +14.281 1.057 0.411 +14.531 0.853 0.409 +14.781 0.703 0.265 +15.031 0.555 0.249 +15.281 0.459 0.230 +15.531 0.359 0.165 +15.781 0.285 0.115 +16.031 0.230 0.089 +16.281 0.178 0.068 +16.531 0.146 0.061 +16.781 0.112 0.060 +17.031 0.092 0.036 +17.281 0.073 0.040 +17.531 0.055 0.024 diff --git a/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt index ba18da2c..8f5a7895 100644 --- a/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt @@ -1,25 +1,44 @@ -3.627 17.616 -3.877 17.171 -4.127 17.401 -4.377 17.903 -4.627 19.490 -4.877 17.643 -5.127 18.415 -5.377 19.812 -5.627 18.089 -5.877 17.136 -6.127 14.816 -6.377 13.136 -6.627 11.307 -6.877 10.637 -7.127 9.241 -7.377 8.031 -7.627 7.060 -7.877 6.092 -8.127 5.288 -8.377 4.677 -8.627 4.121 -8.877 3.735 -9.127 3.594 -9.377 3.493 -9.627 3.369 +4.127 17.342 16.659 +4.377 18.044 15.441 +4.627 19.325 11.651 +4.877 17.634 11.598 +5.127 18.520 9.291 +5.377 19.766 9.586 +5.627 17.673 7.358 +5.877 17.071 10.076 +6.127 14.806 6.961 +6.377 13.114 5.558 +6.627 11.193 5.967 +6.877 10.570 4.458 +7.127 9.213 4.817 +7.377 7.961 4.097 +7.627 7.003 2.656 +7.877 6.047 2.519 +8.127 5.210 4.058 +8.377 4.510 1.824 +8.627 3.934 1.488 +8.877 3.328 2.011 +9.127 2.841 1.537 +9.377 2.440 1.019 +9.627 2.065 0.983 +9.877 1.762 0.895 +10.127 1.519 0.783 +10.377 1.278 0.541 +10.627 1.084 0.340 +10.877 0.894 0.354 +11.127 0.744 0.319 +11.377 0.604 0.265 +11.627 0.492 0.348 +11.877 0.399 0.160 +12.127 0.317 0.247 +12.377 0.258 0.103 +12.627 0.196 0.101 +12.877 0.160 0.068 +13.127 0.122 0.076 +13.377 0.097 0.039 +13.627 0.085 0.056 +13.877 0.061 0.025 +14.127 0.050 0.017 +14.377 0.041 0.013 +14.627 0.032 0.011 +14.877 0.026 0.010 From 96ac013fe0da581828e05c00194b5defe4c22b3d Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Wed, 15 Jul 2026 01:36:15 +0000 Subject: [PATCH 06/13] updated to low-z and high-z SBI++ models. Mag offsets for z < 0.015 transients no longer needed --- app/host/SBI/run_sbi_blast.py | 94 +++++++++++++++++------------------ app/host/SBI/sbi_pp.py | 22 ++++---- app/host/plotting_utils.py | 5 +- app/host/prospector.py | 31 ++++++++++-- app/host/transient_tasks.py | 10 ++-- docs/usage/data_files.rst | 5 +- 6 files changed, 99 insertions(+), 68 deletions(-) diff --git a/app/host/SBI/run_sbi_blast.py b/app/host/SBI/run_sbi_blast.py index f4443668..188873f2 100644 --- a/app/host/SBI/run_sbi_blast.py +++ b/app/host/SBI/run_sbi_blast.py @@ -31,7 +31,7 @@ "ini_chi2": 5, # chi^2 cut usedi in the nearest neighbor search "max_chi2": 5000, # the maximum chi^2 to reach in case we Incremently increase the chi^2 # in the case of insufficient neighbors - "noisy_sig": 3, # deviation from the noise model, above which the measuremnt is taked as OOD + "noisy_sig": 2, # deviation from the noise model, above which the measuremnt is taked as OOD "tmax_per_obj": 120000, # max time spent on one object / mc sample in secs "tmax_all": 600000, # max time spent on all mc samples in mins "outdir": "output", # output directory @@ -40,10 +40,10 @@ } sbi_params = { - "anpe_fname_global": f"{settings.SBIPP_ROOT}/SBI_model_global.pt", # trained sbi model - "train_fname_global": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_global.h5", # training set - "anpe_fname_local": f"{settings.SBIPP_ROOT}/SBI_model_local.pt", # trained sbi model - "train_fname_local": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_local.h5", # training set + "anpe_fname_standard": f"{settings.SBIPP_ROOT}/SBI_model_standard.pt", # trained sbi model + "train_fname_standard": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_standard.h5", # training set + "anpe_fname_lowz": f"{settings.SBIPP_ROOT}/SBI_model_lowz.pt", # trained sbi model + "train_fname_lowz": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_lowz.h5", # training set "nhidden": 500, # architecture of the trained density estimator "nblocks": 15, # architecture of the trained density estimator } @@ -76,7 +76,7 @@ # training set def run_training_set(): - for _fit_type in ["global", "local"]: + for _fit_type in ["standard", "lowz"]: data = h5py.File(sbi_params[f"train_fname_{_fit_type}"], "r") x_train = np.array(data["theta"]) # physical parameters y_train = np.array(data["phot"]) # fluxes & uncertainties @@ -109,72 +109,72 @@ def run_training_set(): ) ) anpe._x_shape = Ut.x_shape_from_simulation(y_tensor) - if _fit_type == "global": - hatp_x_y_global = anpe.build_posterior( + if _fit_type == "standard": + hatp_x_y_standard = anpe.build_posterior( p_x_y_estimator, sample_with="rejection" ) - y_train_global = y_train[:] - x_train_global = x_train[:] - elif _fit_type == "local": - hatp_x_y_local = anpe.build_posterior( + y_train_standard = y_train[:] + x_train_standard = x_train[:] + elif _fit_type == "lowz": + hatp_x_y_lowz = anpe.build_posterior( p_x_y_estimator, sample_with="rejection" ) - y_train_local = y_train[:] - x_train_local = x_train[:] + y_train_lowz = y_train[:] + x_train_lowz = x_train[:] print("""Storing training sets as data files...""") with open( - os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_global.pkl"), "wb" + os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_standard.pkl"), "wb" ) as handle: - pickle.dump(hatp_x_y_global, handle) + pickle.dump(hatp_x_y_standard, handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "y_train_global.pkl"), "wb" + os.path.join(settings.SBI_TRAINING_ROOT, "y_train_standard.pkl"), "wb" ) as handle: - pickle.dump(y_train_global, handle) + pickle.dump(y_train_standard, handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "x_train_global.pkl"), "wb" + os.path.join(settings.SBI_TRAINING_ROOT, "x_train_standard.pkl"), "wb" ) as handle: - pickle.dump(x_train_global, handle) + pickle.dump(x_train_standard, handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_local.pkl"), "wb" + os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_lowz.pkl"), "wb" ) as handle: - pickle.dump(hatp_x_y_local, handle) + pickle.dump(hatp_x_y_lowz, handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "y_train_local.pkl"), "wb" + os.path.join(settings.SBI_TRAINING_ROOT, "y_train_lowz.pkl"), "wb" ) as handle: - pickle.dump(y_train_local, handle) + pickle.dump(y_train_lowz, handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "x_train_local.pkl"), "wb" + os.path.join(settings.SBI_TRAINING_ROOT, "x_train_lowz.pkl"), "wb" ) as handle: - pickle.dump(x_train_local, handle) + pickle.dump(x_train_lowz, handle) try: print("""Loading training sets from data files...""") with open( - os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_global.pkl"), "rb" + os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_standard.pkl"), "rb" ) as handle: - hatp_x_y_global = pickle.load(handle) + hatp_x_y_standard = pickle.load(handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "y_train_global.pkl"), "rb" + os.path.join(settings.SBI_TRAINING_ROOT, "y_train_standard.pkl"), "rb" ) as handle: - y_train_global = pickle.load(handle) + y_train_standard = pickle.load(handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "x_train_global.pkl"), "rb" + os.path.join(settings.SBI_TRAINING_ROOT, "x_train_standard.pkl"), "rb" ) as handle: - x_train_global = pickle.load(handle) + x_train_standard = pickle.load(handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_local.pkl"), "rb" + os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_lowz.pkl"), "rb" ) as handle: - hatp_x_y_local = pickle.load(handle) + hatp_x_y_lowz = pickle.load(handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "y_train_local.pkl"), "rb" + os.path.join(settings.SBI_TRAINING_ROOT, "y_train_lowz.pkl"), "rb" ) as handle: - y_train_local = pickle.load(handle) + y_train_lowz = pickle.load(handle) with open( - os.path.join(settings.SBI_TRAINING_ROOT, "x_train_local.pkl"), "rb" + os.path.join(settings.SBI_TRAINING_ROOT, "x_train_lowz.pkl"), "rb" ) as handle: - x_train_local = pickle.load(handle) + x_train_lowz = pickle.load(handle) print("""Training sets loaded.""") except Exception as err: print(f"""Error loading training sets: {err}. Regenerating...""") @@ -189,7 +189,7 @@ def maggies_to_asinh(x): return -a * math.asinh((x / 2.0) * np.exp(mu / a)) + mu -def fit_sbi_pp(observations, n_filt_cuts=True, fit_type="global"): +def fit_sbi_pp(observations, n_filt_cuts=True, fit_type="standard"): np.random.seed(100) # make results reproducible # toy noise model @@ -268,14 +268,14 @@ def fit_sbi_pp(observations, n_filt_cuts=True, fit_type="global"): return {}, 1 # prepare to pass the reconstructed model to sbi_pp - if fit_type == "global": - sbi_params["y_train"] = y_train_global - sbi_params["theta_train"] = x_train_global - sbi_params["hatp_x_y"] = hatp_x_y_global - elif fit_type == "local": - sbi_params["y_train"] = y_train_local - sbi_params["hatp_x_y"] = hatp_x_y_local - sbi_params["theta_train"] = x_train_local + if fit_type == "standard": + sbi_params["y_train"] = y_train_standard + sbi_params["theta_train"] = x_train_standard + sbi_params["hatp_x_y"] = hatp_x_y_standard + elif fit_type == "lowz": + sbi_params["y_train"] = y_train_lowz + sbi_params["hatp_x_y"] = hatp_x_y_lowz + sbi_params["theta_train"] = x_train_lowz # Run SBI++ chain, obs, flags = sbi_pp.sbi_pp( diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index c86021b9..40c924c7 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -287,15 +287,16 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): for j, idx in enumerate(not_valid_idx): x[not_valid_idx[j]] = np.random.choice(guess_ndata.T[j]) # let's just randomly sample the neighbors instead of unpredictable toy noise model - x[22:][not_valid_idx[j]] = y_train[idx_chi2_selected][ - np.random.choice(range(len(guess_ndata.T[j]))) - ][22:][not_valid_idx[j]] - # x[not_valid_idx_unc[j]] = toy_noise( - # flux=x[not_valid_idx[j]], - # meds_sigs=sbi_params["toynoise_meds_sigs"][idx], - # stds_sigs=sbi_params["toynoise_stds_sigs"][idx], - # verbose=run_params["verbose"], - # )[1] + #x[22:][not_valid_idx[j]] = y_train[idx_chi2_selected][ + # np.random.choice(range(len(guess_ndata.T[j]))) + #][22:][not_valid_idx[j]] + # D. Jones - 7/11/26 -- re-trying toy noise + x[not_valid_idx_unc[j]] = toy_noise( + flux=x[not_valid_idx[j]], + meds_sigs=sbi_params["toynoise_meds_sigs"][idx], + stds_sigs=sbi_params["toynoise_stds_sigs"][idx], + verbose=run_params["verbose"], + )[1] # the noise model in the training isn't quite right # Pan-STARRS in particular seems a little off @@ -833,9 +834,10 @@ def sbi_pp(obs, run_params, sbi_params, max_neighbors=10): stds_sigs=sbi_params["toynoise_stds_sigs"][j], verbose=run_params["verbose"], ) - noisy_mask[j] = (sig_obs[j] - _toynoise[1]) / _toynoise[2] >= run_params[ + noisy_mask[j] = abs((sig_obs[j] - _toynoise[1]) / _toynoise[2]) >= run_params[ "noisy_sig" ] + # if noisy_mask[j]: # import pdb; pdb.set_trace() noisy_mask &= np.isfinite(y_obs) # idx of noisy bands diff --git a/app/host/plotting_utils.py b/app/host/plotting_utils.py index 9bdd112b..7727f330 100644 --- a/app/host/plotting_utils.py +++ b/app/host/plotting_utils.py @@ -344,7 +344,7 @@ def plot_sed(transient=None, sed_results_file=None, type="", sed_modeldata_file= model_data = np.load(sed_modeldata_file, allow_pickle=True) # best = result["bestfit"] - if transient.best_redshift < 0.015: + if not 'hi': #transient.best_redshift < 0.015: a = result["obs"]["redshift"] - 0.015 + 1 mag_off = ( cosmo.distmod(result["obs"]["redshift"]).value @@ -397,7 +397,8 @@ def plot_sed(transient=None, sed_results_file=None, type="", sed_modeldata_file= except Exception: pwave = [f.wave_effective for f in obs["filters"]] - if transient.best_redshift < 0.015: + if not 'hi': + #transient.best_redshift < 0.015: fig.scatter( pwave, maggies_to_mJy(model_data["phot"]) * 10 ** (0.4 * mag_off), diff --git a/app/host/prospector.py b/app/host/prospector.py index 7f702d98..8d867695 100644 --- a/app/host/prospector.py +++ b/app/host/prospector.py @@ -29,6 +29,7 @@ from prospect.utils.obsutils import fix_obs from scipy.special import gamma from scipy.special import gammainc +from scipy.interpolate import interp1d from .host_utils import get_dust_maps from .models import AperturePhotometry @@ -180,10 +181,30 @@ def build_obs(transient, aperture_type, use_mag_offset=True): filters.append(trans_curve) flux_maggies.append(mJy_to_maggies(flux_mwcorr * 10 ** (-0.4 * mag_offset))) - flux_maggies_error.append( - mJy_to_maggies(fluxerr_mwcorr * 10 ** (-0.4 * mag_offset)) - ) - + if mag_offset > 0: + toy_noise_x, toy_noise_y, toy_noise_std = np.loadtxt( + f"host/SBI/snrfiles/{filter.name}_magvsnr.txt", dtype=float, unpack=True + ) + meds_sigs = \ + interp1d( + toy_noise_x, + 1.0857 * 1 / toy_noise_y, + kind="slinear", + fill_value="extrapolate", # (0.01,1.0), + bounds_error=False, + ) + + magerr_off = meds_sigs(-2.5*np.log10(mJy_to_maggies(flux_mwcorr))+mag_offset) - \ + meds_sigs(-2.5*np.log10(mJy_to_maggies(flux_mwcorr))) + magerr = 1.0857*fluxerr_mwcorr/flux_mwcorr + magerr_off + flux_maggies_error.append( + mJy_to_maggies(0.4*np.log(10)*magerr*flux_mwcorr * 10 ** (-0.4 * mag_offset)) + ) + else: + flux_maggies_error.append( + mJy_to_maggies(fluxerr_mwcorr * 10 ** (-0.4 * mag_offset)) + ) + obs_data = dict( wavelength=None, spectrum=None, @@ -743,7 +764,7 @@ def build_model(observations): def fit_model( - observations, model_components, fitting_kwargs, sbipp=False, fit_type="global" + observations, model_components, fitting_kwargs, sbipp=False, fit_type="standard" ): """Fit the model""" diff --git a/app/host/transient_tasks.py b/app/host/transient_tasks.py index 50b05fa2..7e26a55f 100644 --- a/app/host/transient_tasks.py +++ b/app/host/transient_tasks.py @@ -996,12 +996,16 @@ def _run_process( if transient.best_redshift is None or transient.best_redshift > 1.0: # training sample doesn't work here return "redshift too high" - + if transient.best_redshift < 0.015: + fit_type = 'lowz' + else: + fit_type = 'standard' + aperture = Aperture.objects.filter(**query) if len(aperture) == 0: raise RuntimeError(f"no apertures found for transient {transient.name}") - observations = build_obs(transient, aperture_type) + observations = build_obs(transient, aperture_type, use_mag_offset=False) model_components = build_model(observations) if mode == "test" and not sbipp: @@ -1039,7 +1043,7 @@ def _run_process( model_components, fitting_settings, sbipp=sbipp, - fit_type=aperture_type, + fit_type=fit_type, ) if errflag: return "not enough filters" diff --git a/docs/usage/data_files.rst b/docs/usage/data_files.rst index dc93d38f..01d3b6d1 100644 --- a/docs/usage/data_files.rst +++ b/docs/usage/data_files.rst @@ -48,7 +48,7 @@ Description This file is broadly the same as the parameter chains file above, but each parameter has an array of three elements (or sometimes three columns) corresponding to the 16th, 50th, and 84th percentiles from the posterior samples. Additionally, these files include confidence intervals for the model spectra and model photometry, in :code:`modspec` and :code:`modphot`, respectively. The :code:`theta_lbs` key contains the full set of prospector model parameters for reference. -Note: for transients at z < 0.015, an offset is applied in the model spectra and photometry due to practical considerations. See :ref:`low_z` below for help interpreting these data. +Note: for previous versions of blast in the case of transients at z < 0.015, an offset is applied in the model spectra and photometry due to practical considerations. See :ref:`low_z` below for help interpreting these data. .. _model_file: @@ -183,6 +183,9 @@ Finally, to plot the observed photometry alongside the SED model above, we just Low-Redshift Transients ----------------------- +*Note*: We have updated our models such that this section is no longer +needed for SED fitting with Blast version x.x.x and later. + In the local volume, small changes in redshift equate to large differences in predicted magnitude, making it impractical to generate a sufficiently large training set for the SBI approach in this regime. Instead, we artificially redshift the transient photometry by an additional :math:`\Delta z = 0.015` using the WMAP 2009 cosmology. From ba3dcf1bcb257a2ac4891d21f1f93048280923e6 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Wed, 15 Jul 2026 02:18:38 +0000 Subject: [PATCH 07/13] fine-tuning parameters --- app/host/SBI/run_sbi_blast.py | 2 +- app/host/SBI/sbi_pp.py | 18 +++++++++--------- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/app/host/SBI/run_sbi_blast.py b/app/host/SBI/run_sbi_blast.py index 188873f2..c9523b05 100644 --- a/app/host/SBI/run_sbi_blast.py +++ b/app/host/SBI/run_sbi_blast.py @@ -31,7 +31,7 @@ "ini_chi2": 5, # chi^2 cut usedi in the nearest neighbor search "max_chi2": 5000, # the maximum chi^2 to reach in case we Incremently increase the chi^2 # in the case of insufficient neighbors - "noisy_sig": 2, # deviation from the noise model, above which the measuremnt is taked as OOD + "noisy_sig": 3, # deviation from the noise model, above which the measuremnt is taked as OOD "tmax_per_obj": 120000, # max time spent on one object / mc sample in secs "tmax_all": 600000, # max time spent on all mc samples in mins "outdir": "output", # output directory diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index 40c924c7..c07a3603 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -287,16 +287,16 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): for j, idx in enumerate(not_valid_idx): x[not_valid_idx[j]] = np.random.choice(guess_ndata.T[j]) # let's just randomly sample the neighbors instead of unpredictable toy noise model - #x[22:][not_valid_idx[j]] = y_train[idx_chi2_selected][ - # np.random.choice(range(len(guess_ndata.T[j]))) - #][22:][not_valid_idx[j]] + x[22:][not_valid_idx[j]] = y_train[idx_chi2_selected][ + np.random.choice(range(len(guess_ndata.T[j]))) + ][22:][not_valid_idx[j]] # D. Jones - 7/11/26 -- re-trying toy noise - x[not_valid_idx_unc[j]] = toy_noise( - flux=x[not_valid_idx[j]], - meds_sigs=sbi_params["toynoise_meds_sigs"][idx], - stds_sigs=sbi_params["toynoise_stds_sigs"][idx], - verbose=run_params["verbose"], - )[1] + #x[not_valid_idx_unc[j]] = toy_noise( + # flux=x[not_valid_idx[j]], + # meds_sigs=sbi_params["toynoise_meds_sigs"][idx], + # stds_sigs=sbi_params["toynoise_stds_sigs"][idx], + # verbose=run_params["verbose"], + #)[1] # the noise model in the training isn't quite right # Pan-STARRS in particular seems a little off From eda19702f0fab468c24e10916d54764173a12861 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Wed, 15 Jul 2026 02:50:53 +0000 Subject: [PATCH 08/13] apply mag offset to low-z transients based on software version --- app/host/plotting_utils.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/app/host/plotting_utils.py b/app/host/plotting_utils.py index 7727f330..ecbace52 100644 --- a/app/host/plotting_utils.py +++ b/app/host/plotting_utils.py @@ -1,6 +1,7 @@ import math import os from math import pi +from packaging.version import Version import numpy as np import pandas as pd @@ -252,7 +253,7 @@ def generate_empty_plot(title): return generate_plot(fig, image_data=image_data) -def plot_sed(transient=None, sed_results_file=None, type="", sed_modeldata_file=None): +def plot_sed(transient=None, sed_results_file=None, type="", sed_modeldata_file=None, offset_sed_model=False): """ Plot SED from aperture photometry. """ @@ -344,7 +345,7 @@ def plot_sed(transient=None, sed_results_file=None, type="", sed_modeldata_file= model_data = np.load(sed_modeldata_file, allow_pickle=True) # best = result["bestfit"] - if not 'hi': #transient.best_redshift < 0.015: + if transient.best_redshift < 0.015 and offset_sed_model: a = result["obs"]["redshift"] - 0.015 + 1 mag_off = ( cosmo.distmod(result["obs"]["redshift"]).value @@ -397,8 +398,7 @@ def plot_sed(transient=None, sed_results_file=None, type="", sed_modeldata_file= except Exception: pwave = [f.wave_effective for f in obs["filters"]] - if not 'hi': - #transient.best_redshift < 0.015: + if transient.best_redshift < 0.015 and offset_sed_model: fig.scatter( pwave, maggies_to_mJy(model_data["phot"]) * 10 ** (0.4 * mag_off), @@ -586,6 +586,7 @@ def render_sed_plot(transient, scope): sed_results_tmp_filepath = None sed_modeldata_tmp_filepath = None sed_obj = SEDFittingResult.objects.filter(transient=transient, aperture__type__exact=scope) + offset_sed_model = False if sed_obj.exists(): canonical_path = sed_obj[0].posterior.name sed_results_tmp_filepath, sed_results_object_key = temp_results_paths_from_canonical_path(canonical_path) @@ -593,12 +594,15 @@ def render_sed_plot(transient, scope): sed_modeldata_object_key = sed_results_object_key.replace(".h5", "_modeldata.npz") download_file_from_s3(sed_results_tmp_filepath, sed_results_object_key) download_file_from_s3(sed_modeldata_tmp_filepath, sed_modeldata_object_key) + if sed_obj[0].software_version is None or Version(sed_obj[0].software_version) <= Version('1.13.1'): + offset_sed_model = True # Generate a SED plot using Bokeh plot = plot_sed( transient=transient, type=scope, sed_results_file=sed_results_tmp_filepath, sed_modeldata_file=sed_modeldata_tmp_filepath, + offset_sed_model=offset_sed_model ) # Purge temporary cached files delete_cached_file(sed_results_tmp_filepath) From e6691ed15f219a8a9dcf93dc61d73a0df016018d Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Sat, 18 Jul 2026 02:00:43 +0000 Subject: [PATCH 09/13] updated S/N after fixing vega/AB bug affecting 2MASS, WISE --- app/host/SBI/snrfiles/2MASS_H_magvsnr.txt | 164 ++++++++++++----- app/host/SBI/snrfiles/2MASS_J_magvsnr.txt | 164 ++++++++++++----- app/host/SBI/snrfiles/2MASS_K_magvsnr.txt | 162 ++++++++++++----- app/host/SBI/snrfiles/DES_g_magvsnr.txt | 129 ++++++++++---- app/host/SBI/snrfiles/DES_r_magvsnr.txt | 129 ++++++++++---- app/host/SBI/snrfiles/DES_z_magvsnr.txt | 133 ++++++++++---- app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt | 117 ++++++++---- app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt | 125 +++++++++---- app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt | 140 +++++++++++---- app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt | 80 ++++----- app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt | 78 ++++---- app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt | 151 +++++++++++----- app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt | 150 +++++++++++----- app/host/SBI/snrfiles/SDSS_g_magvsnr.txt | 132 ++++++++++---- app/host/SBI/snrfiles/SDSS_i_magvsnr.txt | 137 +++++++++++---- app/host/SBI/snrfiles/SDSS_r_magvsnr.txt | 133 ++++++++++---- app/host/SBI/snrfiles/SDSS_u_magvsnr.txt | 121 +++++++++---- app/host/SBI/snrfiles/SDSS_z_magvsnr.txt | 137 +++++++++++---- app/host/SBI/snrfiles/WISE_W1_magvsnr.txt | 163 ++++++++++++----- app/host/SBI/snrfiles/WISE_W2_magvsnr.txt | 161 ++++++++++++----- app/host/SBI/snrfiles/WISE_W3_magvsnr.txt | 166 +++++++++++++----- app/host/SBI/snrfiles/WISE_W4_magvsnr.txt | 163 ++++++++++++----- 22 files changed, 2180 insertions(+), 855 deletions(-) diff --git a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt index 878c9b68..8596885d 100644 --- a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt @@ -1,45 +1,119 @@ -9.305 84.234 14.376 -9.555 81.819 12.295 -9.805 74.136 16.472 -10.055 66.978 14.108 -10.305 62.777 14.573 -10.555 56.863 14.955 -10.805 52.418 16.552 -11.055 44.739 15.668 -11.305 41.178 16.286 -11.555 36.643 15.275 -11.805 30.575 15.286 -12.055 28.135 14.647 -12.305 23.994 12.954 -12.555 21.537 11.803 -12.805 18.956 10.346 -13.055 16.334 9.286 -13.305 14.033 7.406 -13.555 11.866 6.651 -13.805 10.136 5.057 -14.055 8.514 4.057 -14.305 7.308 3.371 -14.555 6.107 2.778 -14.805 5.118 2.152 -15.055 4.321 1.759 -15.305 3.592 1.339 -15.555 3.081 1.083 -15.805 2.572 0.861 -16.055 2.155 0.688 -16.305 1.773 0.534 -16.555 1.501 0.442 -16.805 1.232 0.356 -17.055 1.014 0.283 -17.305 0.823 0.226 -17.555 0.652 0.183 -17.805 0.533 0.146 -18.055 0.425 0.119 -18.305 0.341 0.095 -18.555 0.266 0.075 -18.805 0.216 0.056 -19.055 0.167 0.049 -19.305 0.134 0.040 -19.555 0.108 0.027 -19.805 0.087 0.021 -20.055 0.066 0.019 -20.305 0.056 0.014 +10.673 84.234 14.376 +10.923 81.819 12.295 +11.173 74.140 16.535 +11.423 66.978 14.108 +11.673 62.777 14.573 +11.923 56.863 14.955 +12.173 52.438 16.545 +12.423 44.738 15.687 +12.673 41.178 16.286 +12.923 36.609 15.279 +13.173 30.575 15.266 +13.423 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-1,45 +1,117 @@ -9.193 73.219 13.478 -9.443 67.191 14.440 -9.693 56.962 15.017 -9.943 53.417 14.408 -10.193 47.507 15.188 -10.443 45.039 16.863 -10.693 36.046 15.287 -10.943 32.940 15.847 -11.193 29.633 14.532 -11.443 25.341 14.064 -11.693 22.437 12.197 -11.943 19.817 11.644 -12.193 16.870 10.551 -12.443 15.103 8.739 -12.693 13.055 7.667 -12.943 11.330 5.909 -13.193 9.596 5.180 -13.443 8.163 4.038 -13.693 6.907 3.148 -13.943 5.917 2.531 -14.193 4.937 2.191 -14.443 4.160 1.678 -14.693 3.481 1.363 -14.943 2.933 1.080 -15.193 2.457 0.844 -15.443 2.082 0.677 -15.693 1.720 0.532 -15.943 1.425 0.425 -16.193 1.190 0.343 -16.443 0.993 0.280 -16.693 0.797 0.224 -16.943 0.634 0.175 -17.193 0.506 0.143 -17.443 0.412 0.119 -17.693 0.330 0.088 -17.943 0.263 0.072 -18.193 0.204 0.057 -18.443 0.167 0.045 -18.693 0.129 0.035 -18.943 0.101 0.027 -19.193 0.081 0.024 -19.443 0.066 0.019 -19.693 0.049 0.015 -19.943 0.042 0.012 -20.193 0.032 0.010 +11.031 73.219 13.478 +11.281 67.191 14.440 +11.531 56.962 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1.819 +35.501 6.002 1.819 +35.751 6.002 1.819 +36.001 6.002 1.819 +36.251 6.002 1.819 +36.501 6.002 1.819 +36.751 6.002 1.819 +37.001 6.002 1.819 +37.251 6.002 1.819 +37.501 6.002 1.819 +37.751 6.002 1.819 +38.001 6.002 1.819 +38.251 6.002 1.819 +38.501 6.002 1.819 +38.751 6.002 1.819 +39.001 6.002 1.819 +39.251 6.002 1.819 +39.501 6.002 1.819 +39.751 6.002 1.819 diff --git a/app/host/SBI/snrfiles/DES_r_magvsnr.txt b/app/host/SBI/snrfiles/DES_r_magvsnr.txt index 3225a44d..f3803e27 100644 --- a/app/host/SBI/snrfiles/DES_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_r_magvsnr.txt @@ -3,42 +3,107 @@ 13.572 99.686 0.824 13.822 99.598 0.855 14.072 99.531 1.150 -14.322 99.412 2.293 +14.322 99.413 2.284 14.572 99.259 2.367 -14.822 99.064 2.489 -15.072 98.787 1.833 +14.822 99.065 2.483 +15.072 98.798 1.829 15.322 98.656 2.069 -15.572 98.137 3.315 -15.822 97.830 4.090 -16.072 97.253 3.914 -16.322 96.484 4.879 -16.572 95.575 4.834 -16.822 94.518 5.342 -17.072 93.256 5.285 -17.322 91.698 5.801 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90.726 5.942 -16.084 88.021 7.140 -16.334 86.109 8.010 -16.584 82.880 8.365 -16.834 79.812 8.694 -17.084 76.796 8.748 -17.334 72.751 9.487 -17.584 68.637 9.976 -17.834 63.802 10.954 -18.084 59.277 11.085 -18.334 54.346 10.987 -18.584 49.631 10.941 -18.834 45.170 10.416 -19.084 40.599 10.392 -19.334 36.922 10.191 -19.584 32.484 9.378 -19.834 29.158 8.403 -20.084 25.635 7.914 -20.334 22.478 7.079 -20.584 19.910 6.166 -20.834 17.432 5.761 -21.084 15.140 5.118 -21.334 13.237 4.589 -21.584 11.978 4.114 -21.834 9.977 3.496 -22.084 8.529 3.110 -22.334 7.407 2.524 +15.334 93.924 6.254 +15.584 92.573 5.051 +15.834 90.711 5.934 +16.084 88.045 7.130 +16.334 86.104 8.002 +16.584 82.897 8.360 +16.834 79.829 8.682 +17.084 76.791 8.741 +17.334 72.790 9.483 +17.584 68.629 9.966 +17.834 63.809 10.949 +18.084 59.277 11.081 +18.334 54.342 10.989 +18.584 49.631 10.952 +18.834 45.152 10.414 +19.084 40.583 10.385 +19.334 36.908 10.181 +19.584 32.495 9.388 +19.834 29.159 8.396 +20.084 25.654 7.912 +20.334 22.479 7.079 +20.584 19.890 6.162 +20.834 17.433 5.758 +21.084 15.139 5.116 +21.334 13.237 4.592 +21.584 11.978 4.106 +21.834 9.950 3.514 +22.084 8.507 3.106 +22.334 7.434 2.519 22.584 5.919 2.499 22.834 5.183 1.887 -23.084 4.064 1.717 +23.084 4.064 1.710 23.334 3.207 1.462 -23.584 2.804 1.265 +23.584 2.800 1.262 23.834 2.332 0.971 +23.834 2.332 0.971 +24.084 2.332 0.971 +24.334 2.332 0.971 +24.584 2.332 0.971 +24.834 2.332 0.971 +25.084 2.332 0.971 +25.334 2.332 0.971 +25.584 2.332 0.971 +25.834 2.332 0.971 +26.084 2.332 0.971 +26.334 2.332 0.971 +26.584 2.332 0.971 +26.834 2.332 0.971 +27.084 2.332 0.971 +27.334 2.332 0.971 +27.584 2.332 0.971 +27.834 2.332 0.971 +28.084 2.332 0.971 +28.334 2.332 0.971 +28.584 2.332 0.971 +28.834 2.332 0.971 +29.084 2.332 0.971 +29.334 2.332 0.971 +29.584 2.332 0.971 +29.834 2.332 0.971 +30.084 2.332 0.971 +30.334 2.332 0.971 +30.584 2.332 0.971 +30.834 2.332 0.971 +31.084 2.332 0.971 +31.334 2.332 0.971 +31.584 2.332 0.971 +31.834 2.332 0.971 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16.719 26.639 21.007 16.969 25.449 19.550 17.219 22.447 20.012 17.469 19.182 16.206 -17.719 18.097 17.034 -17.969 15.546 16.886 -18.219 13.925 14.521 -18.469 12.384 13.886 -18.719 11.016 13.764 -18.969 10.049 10.344 -19.219 9.061 10.986 -19.469 8.146 9.775 -19.719 7.201 8.977 -19.969 6.369 8.708 -20.219 5.711 8.121 -20.469 5.159 7.238 -20.719 4.567 6.874 -20.969 4.022 5.999 -21.219 3.607 5.792 -21.469 3.309 4.993 -21.719 3.013 5.144 -21.969 2.648 3.752 -22.219 2.481 4.786 -22.469 2.232 4.183 -22.719 2.006 4.321 -22.969 1.872 3.343 -23.219 1.763 3.929 -23.469 1.566 3.208 -23.719 1.434 2.632 -23.969 1.558 3.055 -24.219 1.468 2.790 +17.719 18.145 17.103 +17.969 15.546 16.862 +18.219 13.935 14.794 +18.469 12.361 13.870 +18.719 11.043 13.750 +18.969 10.049 10.324 +19.219 9.068 10.963 +19.469 8.157 9.765 +19.719 7.200 8.974 +19.969 6.369 8.687 +20.219 5.711 8.106 +20.469 5.156 7.226 +20.719 4.563 6.859 +20.969 4.026 5.997 +21.219 3.612 5.819 +21.469 3.309 4.988 +21.719 3.012 5.138 +21.969 2.648 3.743 +22.219 2.480 4.772 +22.469 2.228 4.177 +22.719 2.011 4.311 +22.969 1.870 3.334 +23.219 1.755 3.917 +23.469 1.566 3.200 +23.719 1.434 2.626 +23.969 1.558 3.045 +24.219 1.468 2.786 24.469 1.334 2.706 -24.719 1.248 2.454 +24.719 1.250 2.450 24.969 1.042 1.919 25.219 0.857 1.944 25.469 0.702 1.373 -25.719 0.570 1.328 +25.719 0.570 1.324 25.969 0.499 1.242 -26.219 0.395 1.002 +26.219 0.396 0.996 26.469 0.387 0.670 +26.469 0.387 0.670 +26.719 0.387 0.670 +26.969 0.387 0.670 +27.219 0.387 0.670 +27.469 0.387 0.670 +27.719 0.387 0.670 +27.969 0.387 0.670 +28.219 0.387 0.670 +28.469 0.387 0.670 +28.719 0.387 0.670 +28.969 0.387 0.670 +29.219 0.387 0.670 +29.469 0.387 0.670 +29.719 0.387 0.670 +29.969 0.387 0.670 +30.219 0.387 0.670 +30.469 0.387 0.670 +30.719 0.387 0.670 +30.969 0.387 0.670 +31.219 0.387 0.670 +31.469 0.387 0.670 +31.719 0.387 0.670 +31.969 0.387 0.670 +32.219 0.387 0.670 +32.469 0.387 0.670 +32.719 0.387 0.670 +32.969 0.387 0.670 +33.219 0.387 0.670 +33.469 0.387 0.670 +33.719 0.387 0.670 +33.969 0.387 0.670 +34.219 0.387 0.670 +34.469 0.387 0.670 +34.719 0.387 0.670 +34.969 0.387 0.670 +35.219 0.387 0.670 +35.469 0.387 0.670 +35.719 0.387 0.670 +35.969 0.387 0.670 +36.219 0.387 0.670 +36.469 0.387 0.670 +36.719 0.387 0.670 +36.969 0.387 0.670 +37.219 0.387 0.670 +37.469 0.387 0.670 +37.719 0.387 0.670 +37.969 0.387 0.670 +38.219 0.387 0.670 +38.469 0.387 0.670 +38.719 0.387 0.670 +38.969 0.387 0.670 +39.219 0.387 0.670 +39.469 0.387 0.670 +39.719 0.387 0.670 +39.969 0.387 0.670 diff --git a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt index 995db645..a1ce1671 100644 --- a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt @@ -6,40 +6,97 @@ 16.239 53.931 23.721 16.489 51.201 25.293 16.739 48.617 23.913 -16.989 41.855 22.479 -17.239 38.082 25.026 -17.489 33.523 24.169 -17.739 32.007 23.707 +16.989 41.846 22.497 +17.239 38.094 25.014 +17.489 33.139 24.112 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a/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_i_magvsnr.txt @@ -1,49 +1,49 @@ 11.855 99.912 5.436 -12.105 99.920 0.401 +12.105 99.917 0.403 12.355 99.931 1.655 12.605 99.913 5.180 12.855 99.898 4.291 13.105 99.883 4.782 -13.355 99.867 2.516 +13.355 99.867 2.512 13.605 99.837 5.621 -13.855 99.764 3.801 -14.105 99.714 4.181 -14.355 99.616 2.502 -14.605 99.552 5.972 -14.855 99.419 4.287 +13.855 99.764 3.798 +14.105 99.715 4.175 +14.355 99.616 2.496 +14.605 99.552 5.953 +14.855 99.421 4.276 15.105 99.294 3.279 -15.355 99.051 4.575 -15.605 98.717 4.314 -15.855 98.419 5.429 -16.105 97.896 4.289 -16.355 97.266 4.793 -16.605 96.518 5.926 -16.855 95.508 6.023 -17.105 94.024 8.062 -17.355 92.436 8.459 -17.605 90.450 9.234 -17.855 87.643 10.914 -18.105 84.226 11.882 -18.355 80.145 13.043 -18.605 75.724 14.450 -18.855 68.578 15.616 -19.105 62.372 16.508 -19.355 55.575 16.814 -19.605 49.466 16.031 -19.855 42.268 15.292 -20.105 36.344 13.853 -20.355 29.507 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--git a/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt index f88d9931..609da940 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_r_magvsnr.txt @@ -6,44 +6,44 @@ 13.070 99.842 9.450 13.320 99.838 9.019 13.570 99.789 7.954 -13.820 99.766 6.613 +13.820 99.766 6.606 14.070 99.633 2.355 -14.320 99.605 3.286 -14.570 99.465 6.944 -14.820 99.317 6.021 -15.070 99.182 5.557 -15.320 98.955 4.479 -15.570 98.624 5.731 -15.820 98.206 6.559 -16.070 97.705 4.597 -16.320 97.066 5.720 -16.570 95.944 6.531 -16.820 94.780 7.207 -17.070 93.433 7.175 -17.320 91.789 8.329 -17.570 89.426 9.745 -17.820 86.659 10.899 -18.070 83.424 12.598 -18.320 78.086 13.122 -18.570 73.598 13.965 -18.820 68.747 14.833 -19.070 62.808 15.923 -19.320 55.659 16.169 -19.570 49.641 15.768 -19.820 43.467 14.959 -20.070 37.213 13.902 -20.320 30.979 12.375 -20.570 25.632 10.767 -20.820 21.160 8.874 -21.070 17.422 7.565 -21.320 14.296 6.041 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0.799 diff --git a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt index a5629298..99bd64dc 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt @@ -2,50 +2,115 @@ 11.513 99.680 10.813 11.763 99.580 5.845 12.013 99.503 1.972 -12.263 99.270 0.883 +12.263 99.278 0.882 12.513 99.157 4.857 -12.763 98.863 2.382 -13.013 98.568 2.989 -13.263 98.076 3.613 -13.513 97.571 4.144 -13.763 96.874 6.515 -14.013 96.041 5.658 -14.263 95.222 6.864 -14.513 94.161 6.392 -14.763 92.941 7.414 -15.013 90.454 8.853 -15.263 88.300 9.828 -15.513 85.486 10.643 -15.763 81.173 12.311 -16.013 76.593 13.454 -16.263 72.456 14.586 -16.513 67.727 15.647 -16.763 61.624 16.726 -17.013 56.581 17.759 -17.263 51.683 18.035 -17.513 45.633 18.041 -17.763 39.722 17.049 -18.013 35.331 16.420 -18.263 29.848 15.183 -18.513 25.203 13.135 -18.763 21.706 11.239 -19.013 18.595 9.790 -19.263 15.706 8.187 -19.513 13.191 6.659 -19.763 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8.796 -18.162 22.707 7.837 -18.412 19.728 7.205 -18.662 17.355 6.623 -18.912 15.513 5.961 -19.162 13.468 5.399 -19.412 11.578 4.692 -19.662 10.069 4.007 -19.912 8.764 3.599 -20.162 7.476 3.021 +16.662 43.702 11.873 +16.912 40.419 11.125 +17.162 34.575 10.660 +17.412 32.987 10.620 +17.662 28.610 9.673 +17.912 25.575 8.794 +18.162 22.715 7.829 +18.412 19.723 7.200 +18.662 17.361 6.622 +18.912 15.489 5.958 +19.162 13.423 5.393 +19.412 11.588 4.698 +19.662 10.063 4.002 +19.912 8.761 3.595 +20.162 7.474 3.023 20.412 6.512 2.474 -20.662 5.575 2.156 -20.912 4.735 1.803 -21.162 4.075 1.536 -21.412 3.459 1.234 -21.662 2.861 1.001 -21.912 2.360 0.858 -22.162 1.891 0.680 -22.412 1.583 0.557 -22.662 1.290 0.466 -22.912 1.074 0.392 -23.162 0.836 0.328 -23.412 0.651 0.269 +20.662 5.573 2.153 +20.912 4.733 1.807 +21.162 4.075 1.535 +21.412 3.460 1.236 +21.662 2.860 1.001 +21.912 2.359 0.858 +22.162 1.891 0.681 +22.412 1.577 0.556 +22.662 1.287 0.465 +22.912 1.070 0.392 +23.162 0.836 0.327 +23.412 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+16.747 1.521 0.783 +16.997 1.278 0.541 +17.247 1.084 0.340 +17.497 0.894 0.353 +17.747 0.743 0.319 +17.997 0.604 0.265 +18.247 0.493 0.347 +18.497 0.399 0.160 +18.747 0.317 0.247 +18.997 0.258 0.104 +19.247 0.196 0.101 +19.497 0.160 0.068 +19.747 0.122 0.076 +19.997 0.096 0.039 +20.247 0.084 0.056 +20.497 0.061 0.025 +20.747 0.050 0.017 +20.997 0.041 0.016 +21.247 0.032 0.011 +21.497 0.026 0.010 +21.497 0.026 0.010 +21.747 0.026 0.010 +21.997 0.026 0.010 +22.247 0.026 0.010 +22.497 0.026 0.010 +22.747 0.026 0.010 +22.997 0.026 0.010 +23.247 0.026 0.010 +23.497 0.026 0.010 +23.747 0.026 0.010 +23.997 0.026 0.010 +24.247 0.026 0.010 +24.497 0.026 0.010 +24.747 0.026 0.010 +24.997 0.026 0.010 +25.247 0.026 0.010 +25.497 0.026 0.010 +25.747 0.026 0.010 +25.997 0.026 0.010 +26.247 0.026 0.010 +26.497 0.026 0.010 +26.747 0.026 0.010 +26.997 0.026 0.010 +27.247 0.026 0.010 +27.497 0.026 0.010 +27.747 0.026 0.010 +27.997 0.026 0.010 +28.247 0.026 0.010 +28.497 0.026 0.010 +28.747 0.026 0.010 +28.997 0.026 0.010 +29.247 0.026 0.010 +29.497 0.026 0.010 +29.747 0.026 0.010 +29.997 0.026 0.010 +30.247 0.026 0.010 +30.497 0.026 0.010 +30.747 0.026 0.010 +30.997 0.026 0.010 +31.247 0.026 0.010 +31.497 0.026 0.010 +31.747 0.026 0.010 +31.997 0.026 0.010 +32.247 0.026 0.010 +32.497 0.026 0.010 +32.747 0.026 0.010 +32.997 0.026 0.010 +33.247 0.026 0.010 +33.497 0.026 0.010 +33.747 0.026 0.010 +33.997 0.026 0.010 +34.247 0.026 0.010 +34.497 0.026 0.010 +34.747 0.026 0.010 +34.997 0.026 0.010 +35.247 0.026 0.010 +35.497 0.026 0.010 +35.747 0.026 0.010 +35.997 0.026 0.010 +36.247 0.026 0.010 +36.497 0.026 0.010 +36.747 0.026 0.010 +36.997 0.026 0.010 +37.247 0.026 0.010 +37.497 0.026 0.010 +37.747 0.026 0.010 +37.997 0.026 0.010 +38.247 0.026 0.010 +38.497 0.026 0.010 +38.747 0.026 0.010 +38.997 0.026 0.010 +39.247 0.026 0.010 +39.497 0.026 0.010 +39.747 0.026 0.010 +39.997 0.026 0.010 From 4a8336f6993251d9ec0b1cf68856577ef2fcbab3 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Sat, 18 Jul 2026 02:10:17 +0000 Subject: [PATCH 10/13] fixed duplicate mag values --- app/host/SBI/snrfiles/2MASS_H_magvsnr.txt | 1 - app/host/SBI/snrfiles/2MASS_J_magvsnr.txt | 1 - app/host/SBI/snrfiles/2MASS_K_magvsnr.txt | 1 - app/host/SBI/snrfiles/DES_g_magvsnr.txt | 1 - app/host/SBI/snrfiles/DES_r_magvsnr.txt | 1 - app/host/SBI/snrfiles/DES_z_magvsnr.txt | 1 - app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt | 1 - app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt | 1 - app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt | 1 - app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt | 1 - app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt | 1 - app/host/SBI/snrfiles/SDSS_g_magvsnr.txt | 1 - app/host/SBI/snrfiles/SDSS_i_magvsnr.txt | 1 - app/host/SBI/snrfiles/SDSS_r_magvsnr.txt | 1 - app/host/SBI/snrfiles/SDSS_u_magvsnr.txt | 1 - app/host/SBI/snrfiles/SDSS_z_magvsnr.txt | 1 - app/host/SBI/snrfiles/WISE_W1_magvsnr.txt | 1 - app/host/SBI/snrfiles/WISE_W2_magvsnr.txt | 1 - app/host/SBI/snrfiles/WISE_W3_magvsnr.txt | 1 - app/host/SBI/snrfiles/WISE_W4_magvsnr.txt | 1 - 20 files changed, 20 deletions(-) diff --git a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt index 8596885d..36dad951 100644 --- a/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_H_magvsnr.txt @@ -43,7 +43,6 @@ 21.173 0.087 0.021 21.423 0.066 0.019 21.673 0.056 0.014 -21.673 0.056 0.014 21.923 0.056 0.014 22.173 0.056 0.014 22.423 0.056 0.014 diff --git a/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt index bbb1599f..64a66fca 100644 --- a/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_J_magvsnr.txt @@ -44,7 +44,6 @@ 21.576 0.086 0.023 21.826 0.072 0.018 22.076 0.057 0.014 -22.076 0.057 0.014 22.326 0.057 0.014 22.576 0.057 0.014 22.826 0.057 0.014 diff --git a/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt b/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt index 70ce7f61..30fe1375 100644 --- a/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt +++ b/app/host/SBI/snrfiles/2MASS_K_magvsnr.txt @@ -43,7 +43,6 @@ 21.531 0.049 0.015 21.781 0.042 0.012 22.031 0.032 0.010 -22.031 0.032 0.010 22.281 0.032 0.010 22.531 0.032 0.010 22.781 0.032 0.010 diff --git a/app/host/SBI/snrfiles/DES_g_magvsnr.txt b/app/host/SBI/snrfiles/DES_g_magvsnr.txt index 49b21045..5d19a436 100644 --- a/app/host/SBI/snrfiles/DES_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_g_magvsnr.txt @@ -43,7 +43,6 @@ 23.751 8.603 2.730 24.001 6.689 2.426 24.251 6.002 1.819 -24.251 6.002 1.819 24.501 6.002 1.819 24.751 6.002 1.819 25.001 6.002 1.819 diff --git a/app/host/SBI/snrfiles/DES_r_magvsnr.txt b/app/host/SBI/snrfiles/DES_r_magvsnr.txt index f3803e27..fe8141ad 100644 --- a/app/host/SBI/snrfiles/DES_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_r_magvsnr.txt @@ -42,7 +42,6 @@ 23.322 7.927 3.872 23.572 6.882 2.746 23.822 5.399 2.509 -23.822 5.399 2.509 24.072 5.399 2.509 24.322 5.399 2.509 24.572 5.399 2.509 diff --git a/app/host/SBI/snrfiles/DES_z_magvsnr.txt b/app/host/SBI/snrfiles/DES_z_magvsnr.txt index df1830fa..039d0310 100644 --- a/app/host/SBI/snrfiles/DES_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/DES_z_magvsnr.txt @@ -45,7 +45,6 @@ 23.334 3.207 1.462 23.584 2.800 1.262 23.834 2.332 0.971 -23.834 2.332 0.971 24.084 2.332 0.971 24.334 2.332 0.971 24.584 2.332 0.971 diff --git a/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt index bf249bd0..44b88395 100644 --- a/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_FUV_magvsnr.txt @@ -43,7 +43,6 @@ 25.969 0.499 1.242 26.219 0.396 0.996 26.469 0.387 0.670 -26.469 0.387 0.670 26.719 0.387 0.670 26.969 0.387 0.670 27.219 0.387 0.670 diff --git a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt index a1ce1671..d267bd9b 100644 --- a/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt +++ b/app/host/SBI/snrfiles/GALEX_NUV_magvsnr.txt @@ -43,7 +43,6 @@ 25.489 0.494 1.581 25.739 0.412 1.017 25.989 0.331 0.745 -25.989 0.331 0.745 26.239 0.331 0.745 26.489 0.331 0.745 26.739 0.331 0.745 diff --git a/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt index 19cc03e4..a876d5bb 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_g_magvsnr.txt @@ -47,7 +47,6 @@ 24.163 1.392 0.613 24.413 1.164 0.450 24.663 0.897 0.337 -24.663 0.897 0.337 24.913 0.897 0.337 25.163 0.897 0.337 25.413 0.897 0.337 diff --git a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt index 99bd64dc..eaeff36a 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_y_magvsnr.txt @@ -49,7 +49,6 @@ 23.263 0.698 0.283 23.513 0.553 0.210 23.763 0.440 0.176 -23.763 0.440 0.176 24.013 0.440 0.176 24.263 0.440 0.176 24.513 0.440 0.176 diff --git a/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt b/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt index 9000ad60..73842cbc 100644 --- a/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/PanSTARRS_z_magvsnr.txt @@ -47,7 +47,6 @@ 23.112 1.868 0.694 23.362 1.341 0.543 23.612 1.043 0.457 -23.612 1.043 0.457 23.862 1.043 0.457 24.112 1.043 0.457 24.362 1.043 0.457 diff --git a/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt index 374ed7f3..cbf4a674 100644 --- a/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_g_magvsnr.txt @@ -43,7 +43,6 @@ 23.707 1.375 0.417 23.957 1.117 0.341 24.207 0.847 0.228 -24.207 0.847 0.228 24.457 0.847 0.228 24.707 0.847 0.228 24.957 0.847 0.228 diff --git a/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt index bbfa4145..2f40be04 100644 --- a/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_i_magvsnr.txt @@ -42,7 +42,6 @@ 22.498 2.022 0.690 22.748 1.741 0.517 22.998 1.415 0.428 -22.998 1.415 0.428 23.248 1.415 0.428 23.498 1.415 0.428 23.748 1.415 0.428 diff --git a/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt index 706e390e..9cb41bbd 100644 --- a/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_r_magvsnr.txt @@ -42,7 +42,6 @@ 22.936 2.119 0.539 23.186 1.730 0.526 23.436 1.297 0.455 -23.436 1.297 0.455 23.686 1.297 0.455 23.936 1.297 0.455 24.186 1.297 0.455 diff --git a/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt index 0c5ca6f8..9629ba5d 100644 --- a/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_u_magvsnr.txt @@ -39,7 +39,6 @@ 24.412 0.255 0.102 24.662 0.193 0.092 24.912 0.157 0.054 -24.912 0.157 0.054 25.162 0.157 0.054 25.412 0.157 0.054 25.662 0.157 0.054 diff --git a/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt b/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt index 81dbc516..33615043 100644 --- a/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt +++ b/app/host/SBI/snrfiles/SDSS_z_magvsnr.txt @@ -42,7 +42,6 @@ 22.451 0.553 0.267 22.701 0.505 0.187 22.951 0.398 0.152 -22.951 0.398 0.152 23.201 0.398 0.152 23.451 0.398 0.152 23.701 0.398 0.152 diff --git a/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt index 14769d46..b9d95eba 100644 --- a/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W1_magvsnr.txt @@ -46,7 +46,6 @@ 22.755 0.409 0.123 23.005 0.311 0.098 23.255 0.259 0.095 -23.255 0.259 0.095 23.505 0.259 0.095 23.755 0.259 0.095 24.005 0.259 0.095 diff --git a/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt index 5e4927b0..9f79261b 100644 --- a/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W2_magvsnr.txt @@ -45,7 +45,6 @@ 22.973 0.218 0.141 23.223 0.183 0.048 23.473 0.133 0.034 -23.473 0.133 0.034 23.723 0.133 0.034 23.973 0.133 0.034 24.223 0.133 0.034 diff --git a/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt index 2d5ddd21..471d0f0d 100644 --- a/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W3_magvsnr.txt @@ -46,7 +46,6 @@ 22.205 0.092 0.036 22.455 0.073 0.040 22.705 0.055 0.024 -22.705 0.055 0.024 22.955 0.055 0.024 23.205 0.055 0.024 23.455 0.055 0.024 diff --git a/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt b/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt index 1afc876d..fcdb4447 100644 --- a/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt +++ b/app/host/SBI/snrfiles/WISE_W4_magvsnr.txt @@ -42,7 +42,6 @@ 20.997 0.041 0.016 21.247 0.032 0.011 21.497 0.026 0.010 -21.497 0.026 0.010 21.747 0.026 0.010 21.997 0.026 0.010 22.247 0.026 0.010 From 565d10926b49a0fa659cdf98072e6d63621dab9b Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Wed, 22 Jul 2026 03:32:44 +0000 Subject: [PATCH 11/13] upgraded to three models depending on redshift range,found improved performance for 0.015 < z < 0.2 compared to the z < 1 training --- app/host/SBI/run_sbi_blast.py | 40 ++++++++- app/host/SBI/sbi_pp.py | 148 +++++++++++----------------------- app/host/transient_tasks.py | 2 + 3 files changed, 87 insertions(+), 103 deletions(-) diff --git a/app/host/SBI/run_sbi_blast.py b/app/host/SBI/run_sbi_blast.py index c9523b05..abb69a52 100644 --- a/app/host/SBI/run_sbi_blast.py +++ b/app/host/SBI/run_sbi_blast.py @@ -31,7 +31,7 @@ "ini_chi2": 5, # chi^2 cut usedi in the nearest neighbor search "max_chi2": 5000, # the maximum chi^2 to reach in case we Incremently increase the chi^2 # in the case of insufficient neighbors - "noisy_sig": 3, # deviation from the noise model, above which the measuremnt is taked as OOD + "noisy_sig": 2, # deviation from the noise model, above which the measuremnt is taked as OOD "tmax_per_obj": 120000, # max time spent on one object / mc sample in secs "tmax_all": 600000, # max time spent on all mc samples in mins "outdir": "output", # output directory @@ -42,6 +42,8 @@ sbi_params = { "anpe_fname_standard": f"{settings.SBIPP_ROOT}/SBI_model_standard.pt", # trained sbi model "train_fname_standard": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_standard.h5", # training set + "anpe_fname_midz": f"{settings.SBIPP_ROOT}/SBI_model_midz.pt", # trained sbi model + "train_fname_midz": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_midz.h5", # training set "anpe_fname_lowz": f"{settings.SBIPP_ROOT}/SBI_model_lowz.pt", # trained sbi model "train_fname_lowz": f"{settings.SBIPP_PHOT_ROOT}/sbi_phot_lowz.h5", # training set "nhidden": 500, # architecture of the trained density estimator @@ -76,7 +78,7 @@ # training set def run_training_set(): - for _fit_type in ["standard", "lowz"]: + for _fit_type in ["standard", "midz", "lowz"]: data = h5py.File(sbi_params[f"train_fname_{_fit_type}"], "r") x_train = np.array(data["theta"]) # physical parameters y_train = np.array(data["phot"]) # fluxes & uncertainties @@ -115,6 +117,12 @@ def run_training_set(): ) y_train_standard = y_train[:] x_train_standard = x_train[:] + elif _fit_type == "midz": + hatp_x_y_midz = anpe.build_posterior( + p_x_y_estimator, sample_with="rejection" + ) + y_train_midz = y_train[:] + x_train_midz = x_train[:] elif _fit_type == "lowz": hatp_x_y_lowz = anpe.build_posterior( p_x_y_estimator, sample_with="rejection" @@ -135,6 +143,18 @@ def run_training_set(): os.path.join(settings.SBI_TRAINING_ROOT, "x_train_standard.pkl"), "wb" ) as handle: pickle.dump(x_train_standard, handle) + with open( + os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_midz.pkl"), "wb" + ) as handle: + pickle.dump(hatp_x_y_midz, handle) + with open( + os.path.join(settings.SBI_TRAINING_ROOT, "y_train_midz.pkl"), "wb" + ) as handle: + pickle.dump(y_train_midz, handle) + with open( + os.path.join(settings.SBI_TRAINING_ROOT, "x_train_midz.pkl"), "wb" + ) as handle: + pickle.dump(x_train_midz, handle) with open( os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_lowz.pkl"), "wb" ) as handle: @@ -163,6 +183,18 @@ def run_training_set(): os.path.join(settings.SBI_TRAINING_ROOT, "x_train_standard.pkl"), "rb" ) as handle: x_train_standard = pickle.load(handle) + with open( + os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_midz.pkl"), "rb" + ) as handle: + hatp_x_y_midz = pickle.load(handle) + with open( + os.path.join(settings.SBI_TRAINING_ROOT, "y_train_midz.pkl"), "rb" + ) as handle: + y_train_midz = pickle.load(handle) + with open( + os.path.join(settings.SBI_TRAINING_ROOT, "x_train_midz.pkl"), "rb" + ) as handle: + x_train_midz = pickle.load(handle) with open( os.path.join(settings.SBI_TRAINING_ROOT, "hatp_x_y_lowz.pkl"), "rb" ) as handle: @@ -272,6 +304,10 @@ def fit_sbi_pp(observations, n_filt_cuts=True, fit_type="standard"): sbi_params["y_train"] = y_train_standard sbi_params["theta_train"] = x_train_standard sbi_params["hatp_x_y"] = hatp_x_y_standard + elif fit_type == "midz": + sbi_params["y_train"] = y_train_midz + sbi_params["theta_train"] = x_train_midz + sbi_params["hatp_x_y"] = hatp_x_y_midz elif fit_type == "lowz": sbi_params["y_train"] = y_train_lowz sbi_params["hatp_x_y"] = hatp_x_y_lowz diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index c07a3603..d907eec7 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -219,8 +219,6 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): cnt = 0 use_res = True while _chi2_thres <= run_params["max_chi2"]: - # idx_chi2_selected = np.where(chi2_nei[redshift_idx] <= _chi2_thres)[0] - # if len(idx_chi2_selected) >= 100 and np.abs(np.median(chi_nei[redshift_idx][idx_chi2_selected])) < 0.25: # let's not allow any matches with giant overall offsets idx_chi2_selected = np.where(chi2_nei <= _chi2_thres)[ @@ -270,6 +268,7 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): nbands = y_train.shape[1] // 2 # total number of bands not_valid_idx_unc = not_valid_idx + nbands + all_x = [] cnt = 0 cnt_timeout = 0 @@ -286,28 +285,13 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): for j, idx in enumerate(not_valid_idx): x[not_valid_idx[j]] = np.random.choice(guess_ndata.T[j]) - # let's just randomly sample the neighbors instead of unpredictable toy noise model - x[22:][not_valid_idx[j]] = y_train[idx_chi2_selected][ - np.random.choice(range(len(guess_ndata.T[j]))) - ][22:][not_valid_idx[j]] - # D. Jones - 7/11/26 -- re-trying toy noise - #x[not_valid_idx_unc[j]] = toy_noise( - # flux=x[not_valid_idx[j]], - # meds_sigs=sbi_params["toynoise_meds_sigs"][idx], - # stds_sigs=sbi_params["toynoise_stds_sigs"][idx], - # verbose=run_params["verbose"], - #)[1] - - # the noise model in the training isn't quite right - # Pan-STARRS in particular seems a little off - # we'll have to re-train at some point, but for now just pull - # uncertainties from the training sample - #for idx, fname in zip(valid_idx, obs["filternames"][valid_idx]): - # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - # x[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][idx] - - all_x.append(x) - + x[not_valid_idx_unc[j]] = toy_noise( + flux=x[not_valid_idx[j]], + meds_sigs=sbi_params["toynoise_meds_sigs"][idx], + stds_sigs=sbi_params["toynoise_stds_sigs"][idx], + verbose=run_params["verbose"], + )[1] + # if we can't get one posterior sample in one second, we should move along # to the next MC sample do_continue = False @@ -332,7 +316,7 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): signal.alarm(0) noiseless_theta = noiseless_theta.detach().numpy() - + ave_theta.append(noiseless_theta) cnt += 1 @@ -501,13 +485,6 @@ def sbi_mcnoise(obs, run_params, sbi_params, max_neighbors=10): stds_sigs=sbi_params["toynoise_stds_sigs"][ii], verbose=run_params["verbose"], )[1] - # signal.alarm(run_params["tmax_per_obj"]) - - #for idx, fname in enumerate(obs["filternames"]): - # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - # samp_y_guess[22:-1][idx] = y_train[idx_chi2_selected][chc][22:-1][ - # idx - # ] do_continue = False for tmax, npost in zip( @@ -537,9 +514,6 @@ def sbi_mcnoise(obs, run_params, sbi_params, max_neighbors=10): if cnt % 10 == 0: print("mc samples:", cnt) - # except TimeoutException: - # cnt_timeout += 1 - # else: signal.alarm(0) # end time @@ -610,79 +584,53 @@ def sbi_missing_and_noisy(obs, run_params, sbi_params): # first, fill in the missing bands for j in range(len(not_valid_idx)): - # samp_y_guess[not_valid_idx[j]] = kdes[j].resample(size=1) - # samp_y_guess[not_valid_idx_unc[j]] = toy_noise( - # flux=samp_y_guess[not_valid_idx[j]], - # meds_sigs=sbi_params["toynoise_meds_sigs"][not_valid_idx[j]], - # stds_sigs=sbi_params["toynoise_stds_sigs"][not_valid_idx[j]], - # verbose=run_params["verbose"], - # )[1] - samp_y_guess[not_valid_idx[j]] = y_train[idx_chi2_selected][ - np.random.choice(range(len(idx_chi2_selected))) - ][not_valid_idx[j]] - samp_y_guess[not_valid_idx_unc[j]] = y_train[idx_chi2_selected][ - np.random.choice(range(len(idx_chi2_selected))) - ][not_valid_idx_unc[j]] + samp_y_guess[not_valid_idx[j]] = kdes[j].resample(size=1) + samp_y_guess[not_valid_idx_unc[j]] = toy_noise( + flux=samp_y_guess[not_valid_idx[j]], + meds_sigs=sbi_params["toynoise_meds_sigs"][not_valid_idx[j]], + stds_sigs=sbi_params["toynoise_stds_sigs"][not_valid_idx[j]], + verbose=run_params["verbose"], + )[1] # second, deal with OOD noise samp_y_guess[noisy_idx] = stats.norm.rvs(loc=loc, scale=scale) - _nnflag = True for ii, this_noisy_flux in enumerate(samp_y_guess[noisy_idx]): - if this_noisy_flux > lims[0][ii] and this_noisy_flux < lims[1][ii]: - _nnflag &= True - else: - _nnflag &= False - - if _nnflag: - samp_y_guess[noisy_idx[ii] + nbands] = y_train[idx_chi2_selected][ - np.random.choice(range(len(idx_chi2_selected))) - ][noisy_idx[ii] + nbands] - # samp_y_guess[noisy_idx + nbands] = toy_noise( - # flux=samp_y_guess[noisy_idx[ii]], - # meds_sigs=sbi_params["toynoise_meds_sigs"][noisy_idx[ii]], - # stds_sigs=sbi_params["toynoise_stds_sigs"][noisy_idx[ii]], - # verbose=run_params["verbose"], - # )[1] - - # the noise model in the training isn't quite right - # Pan-STARRS in particular seems a little off - # we'll have to re-train at some point, but for now just pull - # uncertainties from the training sample - #for idx, fname in zip(valid_idx, obs["filternames"][valid_idx]): - # if 'PanSTARRS' in fname or '2MASS' in fname or 'SDSS' in fname or 'DES' in fname: - # chc = np.random.choice(range(len(y_train[idx_chi2_selected]))) - # samp_y_guess[22:][idx] = y_train[idx_chi2_selected][chc][22:][idx] + _toynoise = toy_noise( + flux=y_obs[ii], + meds_sigs=sbi_params["toynoise_meds_sigs"][ii], + stds_sigs=sbi_params["toynoise_stds_sigs"][ii], + verbose=run_params["verbose"], + ) + samp_y_guess[noisy_idx[ii]+nbands] = stats.norm.rvs(loc=_toynoise[1], scale=_toynoise[2]) - # if we can't get one posterior sample in one second, we should move along - # to the next MC sample - do_continue = False - for tmax, npost in zip( - [1, run_params["tmax_per_iter"]], [1, run_params["nposterior"]] - ): - signal.alarm(tmax) # max time spent on one object in sec - try: - noiseless_theta = hatp_x_y.sample( - (npost,), - x=torch.as_tensor(samp_y_guess).to(device), - show_progress_bars=False, - ) - except TimeoutException: - signal.alarm(0) - do_continue = True - break + do_continue = False + for tmax, npost in zip( + [1, run_params["tmax_per_iter"]], [1, run_params["nposterior"]] + ): + signal.alarm(tmax) # max time spent on one object in sec + try: + noiseless_theta = hatp_x_y.sample( + (npost,), + x=torch.as_tensor(samp_y_guess).to(device), + show_progress_bars=False, + ) + except TimeoutException: + signal.alarm(0) + do_continue = True + break - if do_continue: - continue + if do_continue: + continue - signal.alarm(0) - noiseless_theta = noiseless_theta.detach().numpy() + signal.alarm(0) + noiseless_theta = noiseless_theta.detach().numpy() - ave_theta.append(noiseless_theta) + ave_theta.append(noiseless_theta) - cnt += 1 - if run_params["verbose"]: - if cnt % 10 == 0: - print("mc samples:", cnt) + cnt += 1 + if run_params["verbose"]: + if cnt % 10 == 0: + print("mc samples:", cnt) # end time et = time.time() @@ -838,8 +786,6 @@ def sbi_pp(obs, run_params, sbi_params, max_neighbors=10): "noisy_sig" ] - # if noisy_mask[j]: - # import pdb; pdb.set_trace() noisy_mask &= np.isfinite(y_obs) # idx of noisy bands obs["noisy_mask"] = noisy_mask diff --git a/app/host/transient_tasks.py b/app/host/transient_tasks.py index 7e26a55f..7e062a96 100644 --- a/app/host/transient_tasks.py +++ b/app/host/transient_tasks.py @@ -998,6 +998,8 @@ def _run_process( return "redshift too high" if transient.best_redshift < 0.015: fit_type = 'lowz' + elif transient.best_redshift < 0.2: + fit_type = 'midz' else: fit_type = 'standard' From f39bf3c73b14ec143bcda69bde929ea6dae8f543 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Wed, 22 Jul 2026 03:49:31 +0000 Subject: [PATCH 12/13] removed one line too many --- app/host/SBI/sbi_pp.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index d907eec7..7d93442e 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -291,7 +291,7 @@ def sbi_missingband(obs, run_params, sbi_params, seconditer=False): stds_sigs=sbi_params["toynoise_stds_sigs"][idx], verbose=run_params["verbose"], )[1] - + all_x.append(x) # if we can't get one posterior sample in one second, we should move along # to the next MC sample do_continue = False From 210c05c8aa9ab86affa94f6bf5e3c69586833258 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Wed, 22 Jul 2026 07:31:25 +0000 Subject: [PATCH 13/13] a couple bug fixes in SBI missing and noisy --- app/host/SBI/sbi_pp.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/app/host/SBI/sbi_pp.py b/app/host/SBI/sbi_pp.py index 7d93442e..84e599e2 100644 --- a/app/host/SBI/sbi_pp.py +++ b/app/host/SBI/sbi_pp.py @@ -584,7 +584,7 @@ def sbi_missing_and_noisy(obs, run_params, sbi_params): # first, fill in the missing bands for j in range(len(not_valid_idx)): - samp_y_guess[not_valid_idx[j]] = kdes[j].resample(size=1) + samp_y_guess[not_valid_idx[j]] = kdes[j].resample(size=1)[0][0] samp_y_guess[not_valid_idx_unc[j]] = toy_noise( flux=samp_y_guess[not_valid_idx[j]], meds_sigs=sbi_params["toynoise_meds_sigs"][not_valid_idx[j]], @@ -596,7 +596,7 @@ def sbi_missing_and_noisy(obs, run_params, sbi_params): samp_y_guess[noisy_idx] = stats.norm.rvs(loc=loc, scale=scale) for ii, this_noisy_flux in enumerate(samp_y_guess[noisy_idx]): _toynoise = toy_noise( - flux=y_obs[ii], + flux=samp_y_guess[ii], meds_sigs=sbi_params["toynoise_meds_sigs"][ii], stds_sigs=sbi_params["toynoise_stds_sigs"][ii], verbose=run_params["verbose"],