Processed seismic survey data for validating DDPM

S1–S6)</h3><ul><li>result-test-move80-allshot.out.npz — 200-m validation set, 8 hold-out stations × 5 passes (40 sections). Index catalog below.</li><li>result-mcs-move80-allshot.out.npz — 50-m Noto test set (NT24-MCS), source-location-matched one-in-four shots, 40 stations.</li><li>result-nwp-move80-allshot.out.npz — NW Pacific test set (KR09-06, OBS 10), resampled to 250 Hz, traces 450–922.</li></ul><h3 dir="ltr">Ensemble-averaged DDPM outputs (Table 1 DDPM column, Supplementary Table S2)</h3><p dir="ltr">Reconstructions averaged over 20 independent ancestral samples, in the same Profiles format as the single-run files:</p><ul><li>ensemble.test.avgout.npz — scheme A (200-m validation).</li><li>ensemble.mcs.avgout.npz — scheme B (50-m Noto).</li><li>ensemble.nwp.avgout.npz — scheme C (NW Pacific).</li></ul><h3 dir="ltr">Repeated-sampling (self-similarity) test (Supplementary Section S3, Table S1)</h3><ul><li>self_similarity_test.tar.gz — the 20 per-run rebuild.out snapshots for the validation set, per-run metric tables (masked/unmasked RMS, hybrid loss, AIC and CC delays and misfit ratios), and the pairwise cosine-similarity reports (unmasked, direct-wave masked, masked + saturated at ±1 and ±0.3) as CSV/JSON.</li></ul><h3 dir="ltr">Baseline comparison (Table 1, Fig. 8, Supplementary Table S2)</h3><p><br></p><ul><li>baseline.tar.gz — rebuild outputs and metric tables for the direct U-Net and the trace-wise DeepDenoiser (pretrained model) on schemes A–C, together with the pooled (Table 1) and station-wise (Table S2) evaluation outputs.</li><li>unet-direct_model-final.pt — checkpoint of the deterministic direct U-Net baseline (same backbone as the DDPM, trained 200 epochs on the same prestack/diversity-stacked pairs).

Load with baseline/rebuild_unet_direct.py --checkpoint from the software record.</li></ul><h3 dir="ltr">Index catalog for the validation arrays</h3><p dir="ltr">Waveform array Profiles[n,:,:] (shot-station, time_sample, trace) in result-test-move80-allshot.out.npz and ensemble.test.avgout.npz:</p><table><tr><td><p dir="ltr">n=</p></td><td><p dir="ltr">NT24-OBS1</p></td><td><p dir="ltr">NT24-OBS2</p></td><td><p dir="ltr">NT24-OBS3</p></td><td><p dir="ltr">NT24-OBS4</p></td><td><p dir="ltr">NT24-OBS5</p></td></tr><tr><td><p dir="ltr">OBS 4</p></td><td><p>0</p></td><td><p>1</p></td><td><p>2</p></td><td><p>3</p></td><td><p>4</p></td></tr><tr><td><p dir="ltr">OBS 6</p></td><td><p>5</p></td><td><p>6</p></td><td><p>7</p></td><td><p>8</p></td><td><p>9</p></td></tr><tr><td><p dir="ltr">OBS 9</p></td><td><p>10</p></td><td><p>11</p></td><td><p>12</p></td><td><p>13</p></td><td><p>14</p></td></tr><tr><td><p dir="ltr">OBS 21</p></td><td><p>15</p></td><td><p>16</p></td><td><p>17</p></td><td><p>18</p></td><td><p>19</p></td></tr><tr><td><p dir="ltr">OBS 24</p></td><td><p>20</p></td><td><p>21</p></td><td><p>22</p></td><td><p>23</p></td><td><p>24</p></td></tr><tr><td><p dir="ltr">OBS 26</p></td><td><p>25</p></td><td><p>26</p></td><td><p>27</p></td><td><p>28</p></td><td><p>29</p></td></tr><tr><td><p dir="ltr">OBS 27</p></td><td><p>30</p></td><td><p>31</p></td><td><p>32</p></td><td><p>33</p></td><td><p>34</p></td></tr><tr><td><p dir="ltr">OBS 28</p></td><td><p>35</p></td><td><p>36</p></td><td><p>37</p></td><td><p>38</p></td><td><p>39</p></td></tr></table><p></p>