INFO - Please read the following information carefully: INFO - find_wl_contours2: A method for extracting shorelines that uses the sand water interface detected with the model to refine the threshold that's used to detect shorelines . - This is the default method used when there are enough sand pixels within the reference shoreline buffer. INFO - find_wl_contours1: This shoreline extraction method uses a threshold to differentiate between water and land pixels in images, relying on Modified Normalized Difference Water Index (MNDWI) values. However, it may inaccurately classify snow and ice as water, posing a limitation in certain environments. - This is only used when not enough sand pixels are detected within the reference shoreline buffer. INFO - --------------------------------------------------------------------------------------------------------------------- INFO - Extracting shorelines for L9 Minimum Shoreline Length: 500 INFO - Processing image L9 2021-11-06-22-15-11 INFO - L9 2021-11-06-22-15-11 cloud cover : 0.00% INFO - L9 2021-11-06-22-15-11: sand: 0.00% ,whitewater: 0.51% ,water: 33.59% INFO - L9 2021-11-06-22-15-11: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2021-11-06-22-15-35 INFO - L9 2021-11-06-22-15-35 cloud cover : 0.00% INFO - L9 2021-11-06-22-15-35: sand: 0.00% ,whitewater: 0.51% ,water: 33.68% INFO - L9 2021-11-06-22-15-35: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines ERROR - Skipping L9 2021-11-11-22-18-03 due to cloud cover percentage exceeding cloud threshold: 72.31% > 10.00%. ERROR - Skipping L9 2021-11-16-22-20-07 due to cloud cover percentage exceeding cloud threshold: 61.88% > 10.00%. ERROR - Skipping L9 2021-11-16-22-20-31 due to cloud cover percentage exceeding cloud threshold: 90.60% > 10.00%. INFO - Processing image L9 2021-12-12-22-14-31 INFO - L9 2021-12-12-22-14-31 cloud cover : 0.00% INFO - L9 2021-12-12-22-14-31: sand: 0.00% ,whitewater: 3.50% ,water: 43.93% INFO - L9 2021-12-12-22-14-31: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 INFO - Processing image L9 2021-12-12-22-14-55 INFO - L9 2021-12-12-22-14-55 cloud cover : 0.00% INFO - L9 2021-12-12-22-14-55: sand: 0.00% ,whitewater: 3.42% ,water: 44.19% INFO - L9 2021-12-12-22-14-55: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 INFO - Processing image L9 2022-01-13-22-14-26 INFO - L9 2022-01-13-22-14-26 cloud cover : 0.00% INFO - L9 2022-01-13-22-14-26: sand: 1.11% ,whitewater: 8.29% ,water: 34.87% INFO - L9 2022-01-13-22-14-26: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 INFO - Processing image L9 2022-01-13-22-14-50 INFO - L9 2022-01-13-22-14-50 cloud cover : 0.00% INFO - L9 2022-01-13-22-14-50: sand: 1.11% ,whitewater: 8.46% ,water: 34.70% INFO - L9 2022-01-13-22-14-50: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 INFO - Processing image L9 2022-02-21-22-20-31 INFO - L9 2022-02-21-22-20-31 cloud cover : 0.00% INFO - L9 2022-02-21-22-20-31: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2022-02-21-22-20-31: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-03-02-22-14-13 INFO - L9 2022-03-02-22-14-13 cloud cover : 0.00% INFO - L9 2022-03-02-22-14-13: sand: 0.00% ,whitewater: 9.74% ,water: 27.78% INFO - L9 2022-03-02-22-14-13: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-03-02-22-14-37 INFO - L9 2022-03-02-22-14-37 cloud cover : 0.00% INFO - L9 2022-03-02-22-14-37: sand: 0.00% ,whitewater: 10.09% ,water: 27.35% INFO - L9 2022-03-02-22-14-37: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-03-09-22-20-25 INFO - L9 2022-03-09-22-20-25 cloud cover : 0.00% INFO - L9 2022-03-09-22-20-25: sand: 0.00% ,whitewater: 0.00% ,water: 5.38% INFO - L9 2022-03-09-22-20-25: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 47 INFO - Number of shoreline points after removing points within 300m of cloud mask 47 INFO - Number of shoreline points before removing points within 30m of no data pixel 47 INFO - Number of shoreline points after removing points within 30m of no data pixel 47 INFO - Processing image L9 2022-03-09-22-20-49 INFO - L9 2022-03-09-22-20-49 cloud cover : 0.00% INFO - L9 2022-03-09-22-20-49: sand: 0.00% ,whitewater: 0.00% ,water: 5.60% INFO - L9 2022-03-09-22-20-49: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 6 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-03-25-22-20-20 INFO - L9 2022-03-25-22-20-20 cloud cover : 0.00% INFO - L9 2022-03-25-22-20-20: sand: 0.00% ,whitewater: 3.08% ,water: 44.19% INFO - L9 2022-03-25-22-20-20: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 55 INFO - Number of shoreline points after removing points within 300m of cloud mask 55 INFO - Number of shoreline points before removing points within 30m of no data pixel 55 INFO - Number of shoreline points after removing points within 30m of no data pixel 55 INFO - Processing image L9 2022-03-25-22-20-44 INFO - L9 2022-03-25-22-20-44 cloud cover : 0.00% INFO - L9 2022-03-25-22-20-44: sand: 0.00% ,whitewater: 3.29% ,water: 42.47% INFO - L9 2022-03-25-22-20-44: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 55 INFO - Number of shoreline points after removing points within 300m of cloud mask 55 INFO - Number of shoreline points before removing points within 30m of no data pixel 55 INFO - Number of shoreline points after removing points within 30m of no data pixel 55 INFO - Processing image L9 2022-04-19-22-13-59 INFO - L9 2022-04-19-22-13-59 cloud cover : 0.00% INFO - L9 2022-04-19-22-13-59: sand: 0.00% ,whitewater: 0.00% ,water: 52.56% INFO - L9 2022-04-19-22-13-59: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 49 INFO - Number of shoreline points after removing points within 300m of cloud mask 49 INFO - Number of shoreline points before removing points within 30m of no data pixel 49 INFO - Number of shoreline points after removing points within 30m of no data pixel 49 INFO - Processing image L9 2022-04-19-22-14-23 INFO - L9 2022-04-19-22-14-23 cloud cover : 0.00% INFO - L9 2022-04-19-22-14-23: sand: 0.00% ,whitewater: 0.00% ,water: 52.39% INFO - L9 2022-04-19-22-14-23: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 INFO - Processing image L9 2022-05-05-22-13-54 INFO - L9 2022-05-05-22-13-54 cloud cover : 0.00% INFO - L9 2022-05-05-22-13-54: sand: 0.00% ,whitewater: 0.00% ,water: 61.11% INFO - L9 2022-05-05-22-13-54: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-05-05-22-14-18 INFO - L9 2022-05-05-22-14-18 cloud cover : 0.00% INFO - L9 2022-05-05-22-14-18: sand: 0.00% ,whitewater: 0.00% ,water: 61.20% INFO - L9 2022-05-05-22-14-18: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines ERROR - Skipping L9 2022-05-21-22-14-07 due to cloud cover percentage exceeding cloud threshold: 63.59% > 10.00%. ERROR - Skipping L9 2022-06-22-22-14-02 due to cloud cover percentage exceeding cloud threshold: 73.16% > 10.00%. ERROR - Skipping L9 2022-06-22-22-14-26 due to cloud cover percentage exceeding cloud threshold: 82.05% > 10.00%. INFO - Processing image L9 2022-07-24-22-14-10 INFO - L9 2022-07-24-22-14-10 cloud cover : 0.00% INFO - L9 2022-07-24-22-14-10: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2022-07-24-22-14-10: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 0 shorelines ERROR - Skipping L9 2022-07-24-22-14-34 due to cloud cover percentage exceeding cloud threshold: 85.81% > 10.00%. INFO - Processing image L9 2022-08-09-22-14-22 INFO - L9 2022-08-09-22-14-22 cloud cover : 0.00% INFO - L9 2022-08-09-22-14-22: sand: 0.00% ,whitewater: 5.38% ,water: 59.32% INFO - L9 2022-08-09-22-14-22: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 5 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-08-09-22-14-46 INFO - L9 2022-08-09-22-14-46 cloud cover : 0.00% INFO - L9 2022-08-09-22-14-46: sand: 0.00% ,whitewater: 7.01% ,water: 57.61% INFO - L9 2022-08-09-22-14-46: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-08-25-22-14-26 INFO - L9 2022-08-25-22-14-26 cloud cover : 0.00% INFO - L9 2022-08-25-22-14-26: sand: 0.00% ,whitewater: 2.05% ,water: 52.48% INFO - L9 2022-08-25-22-14-26: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-08-25-22-14-50 INFO - L9 2022-08-25-22-14-50 cloud cover : 0.00% INFO - L9 2022-08-25-22-14-50: sand: 0.00% ,whitewater: 2.99% ,water: 51.28% INFO - L9 2022-08-25-22-14-50: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-09-10-22-14-27 INFO - L9 2022-09-10-22-14-27 cloud cover : 0.00% INFO - L9 2022-09-10-22-14-27: sand: 0.00% ,whitewater: 0.00% ,water: 40.60% INFO - L9 2022-09-10-22-14-27: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 41 INFO - Number of shoreline points after removing points within 300m of cloud mask 41 INFO - Number of shoreline points before removing points within 30m of no data pixel 41 INFO - Number of shoreline points after removing points within 30m of no data pixel 41 INFO - Processing image L9 2022-09-10-22-14-51 INFO - L9 2022-09-10-22-14-51 cloud cover : 0.00% INFO - L9 2022-09-10-22-14-51: sand: 0.00% ,whitewater: 0.09% ,water: 40.60% INFO - L9 2022-09-10-22-14-51: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 41 INFO - Number of shoreline points after removing points within 300m of cloud mask 41 INFO - Number of shoreline points before removing points within 30m of no data pixel 41 INFO - Number of shoreline points after removing points within 30m of no data pixel 41 INFO - Processing image L9 2022-12-22-22-20-47 INFO - L9 2022-12-22-22-20-47 cloud cover : 0.00% INFO - L9 2022-12-22-22-20-47: sand: 0.00% ,whitewater: 0.00% ,water: 10.14% INFO - L9 2022-12-22-22-20-47: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 0 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2022-12-22-22-21-11 INFO - L9 2022-12-22-22-21-11 cloud cover : 0.00% INFO - L9 2022-12-22-22-21-11: sand: 0.00% ,whitewater: 0.00% ,water: 21.85% INFO - L9 2022-12-22-22-21-11: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 ERROR - L9 2022-12-22-22-21-11: Could not map shoreline due to error no valid pixels found in reference shoreline buffer. Traceback (most recent call last): File "/home/ubuntu/.local/lib/python3.10/site-packages/coastsat/SDS_shoreline.py", line 626, in extract_shorelines contours_mwi, t_mndwi = find_wl_contours1( File "/home/ubuntu/.local/lib/python3.10/site-packages/coastsat/SDS_shoreline.py", line 921, in find_wl_contours1 raise ValueError("no valid pixels found in reference shoreline buffer.") ValueError: no valid pixels found in reference shoreline buffer. INFO - Processing image L9 2023-01-23-22-20-44 INFO - L9 2023-01-23-22-20-44 cloud cover : 0.00% INFO - L9 2023-01-23-22-20-44: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2023-01-23-22-20-44: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-01-23-22-21-08 INFO - L9 2023-01-23-22-21-08 cloud cover : 0.00% INFO - L9 2023-01-23-22-21-08: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2023-01-23-22-21-08: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 0 shorelines ERROR - Skipping L9 2023-02-01-22-14-41 due to cloud cover percentage exceeding cloud threshold: 83.93% > 10.00%. INFO - Processing image L9 2023-02-17-22-14-37 INFO - L9 2023-02-17-22-14-37 cloud cover : 0.00% INFO - L9 2023-02-17-22-14-37: sand: 0.00% ,whitewater: 0.00% ,water: 44.96% INFO - L9 2023-02-17-22-14-37: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 49 INFO - Number of shoreline points after removing points within 300m of cloud mask 49 INFO - Number of shoreline points before removing points within 30m of no data pixel 49 INFO - Number of shoreline points after removing points within 30m of no data pixel 49 INFO - Processing image L9 2023-02-17-22-15-01 INFO - L9 2023-02-17-22-15-01 cloud cover : 0.00% INFO - L9 2023-02-17-22-15-01: sand: 0.00% ,whitewater: 0.00% ,water: 45.30% INFO - L9 2023-02-17-22-15-01: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 49 INFO - Number of shoreline points after removing points within 300m of cloud mask 49 INFO - Number of shoreline points before removing points within 30m of no data pixel 49 INFO - Number of shoreline points after removing points within 30m of no data pixel 49 INFO - Processing image L9 2023-03-05-22-14-25 INFO - L9 2023-03-05-22-14-25 cloud cover : 0.00% INFO - L9 2023-03-05-22-14-25: sand: 0.00% ,whitewater: 11.71% ,water: 31.28% INFO - L9 2023-03-05-22-14-25: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 48 INFO - Number of shoreline points after removing points within 300m of cloud mask 48 INFO - Number of shoreline points before removing points within 30m of no data pixel 48 INFO - Number of shoreline points after removing points within 30m of no data pixel 48 INFO - Processing image L9 2023-03-05-22-14-49 INFO - L9 2023-03-05-22-14-49 cloud cover : 0.00% INFO - L9 2023-03-05-22-14-49: sand: 0.00% ,whitewater: 11.97% ,water: 30.77% INFO - L9 2023-03-05-22-14-49: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 48 INFO - Number of shoreline points after removing points within 300m of cloud mask 48 INFO - Number of shoreline points before removing points within 30m of no data pixel 48 INFO - Number of shoreline points after removing points within 30m of no data pixel 48 INFO - Processing image L9 2023-03-12-22-20-32 INFO - L9 2023-03-12-22-20-32 cloud cover : 0.00% INFO - L9 2023-03-12-22-20-32: sand: 0.00% ,whitewater: 10.07% ,water: 19.37% INFO - L9 2023-03-12-22-20-32: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-03-12-22-20-56 INFO - L9 2023-03-12-22-20-56 cloud cover : 0.00% INFO - L9 2023-03-12-22-20-56: sand: 0.00% ,whitewater: 15.15% ,water: 23.42% INFO - L9 2023-03-12-22-20-56: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 0 shorelines ERROR - Skipping L9 2023-03-28-22-20-21 due to cloud cover percentage exceeding cloud threshold: 17.09% > 10.00%. ERROR - Skipping L9 2023-03-28-22-20-45 due to cloud cover percentage exceeding cloud threshold: 27.01% > 10.00%. INFO - Processing image L9 2023-04-13-22-20-14 INFO - L9 2023-04-13-22-20-14 cloud cover : 0.00% INFO - L9 2023-04-13-22-20-14: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2023-04-13-22-20-14: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 11 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-04-13-22-20-38 INFO - L9 2023-04-13-22-20-38 cloud cover : 0.00% INFO - L9 2023-04-13-22-20-38: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2023-04-13-22-20-38: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 11 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-04-29-22-20-07 INFO - L9 2023-04-29-22-20-07 cloud cover : 0.00% INFO - L9 2023-04-29-22-20-07: sand: 0.00% ,whitewater: 0.68% ,water: 58.97% INFO - L9 2023-04-29-22-20-07: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-04-29-22-20-31 INFO - L9 2023-04-29-22-20-31 cloud cover : 0.00% INFO - L9 2023-04-29-22-20-31: sand: 0.00% ,whitewater: 1.15% ,water: 54.24% INFO - L9 2023-04-29-22-20-31: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-05-15-22-19-59 INFO - L9 2023-05-15-22-19-59 cloud cover : 0.00% INFO - L9 2023-05-15-22-19-59: sand: 0.00% ,whitewater: 0.27% ,water: 31.41% INFO - L9 2023-05-15-22-19-59: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-05-15-22-20-23 INFO - L9 2023-05-15-22-20-23 cloud cover : 0.00% INFO - L9 2023-05-15-22-20-23: sand: 0.00% ,whitewater: 0.68% ,water: 29.77% INFO - L9 2023-05-15-22-20-23: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-05-24-22-13-40 INFO - L9 2023-05-24-22-13-40 cloud cover : 7.86% INFO - L9 2023-05-24-22-13-40: sand: 0.00% ,whitewater: 17.18% ,water: 45.56% INFO - L9 2023-05-24-22-13-40: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-05-24-22-14-04 INFO - L9 2023-05-24-22-14-04 cloud cover : 7.86% INFO - L9 2023-05-24-22-14-04: sand: 0.00% ,whitewater: 18.63% ,water: 44.10% INFO - L9 2023-05-24-22-14-04: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-06-09-22-13-36 INFO - L9 2023-06-09-22-13-36 cloud cover : 0.00% INFO - L9 2023-06-09-22-13-36: sand: 0.00% ,whitewater: 0.00% ,water: 80.68% INFO - L9 2023-06-09-22-13-36: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-06-09-22-14-00 INFO - L9 2023-06-09-22-14-00 cloud cover : 0.00% INFO - L9 2023-06-09-22-14-00: sand: 0.00% ,whitewater: 0.00% ,water: 79.74% INFO - L9 2023-06-09-22-14-00: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-07-11-22-13-48 INFO - L9 2023-07-11-22-13-48 cloud cover : 0.00% INFO - L9 2023-07-11-22-13-48: sand: 0.00% ,whitewater: 2.14% ,water: 72.05% INFO - L9 2023-07-11-22-13-48: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-07-11-22-14-12 INFO - L9 2023-07-11-22-14-12 cloud cover : 0.00% INFO - L9 2023-07-11-22-14-12: sand: 0.00% ,whitewater: 3.50% ,water: 70.09% INFO - L9 2023-07-11-22-14-12: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-07-27-22-13-50 INFO - L9 2023-07-27-22-13-50 cloud cover : 0.00% INFO - L9 2023-07-27-22-13-50: sand: 0.00% ,whitewater: 6.50% ,water: 49.74% INFO - L9 2023-07-27-22-13-50: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-07-27-22-14-14 INFO - L9 2023-07-27-22-14-14 cloud cover : 0.00% INFO - L9 2023-07-27-22-14-14: sand: 0.00% ,whitewater: 8.29% ,water: 47.35% INFO - L9 2023-07-27-22-14-14: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines ERROR - Skipping L9 2023-08-12-22-13-59 due to cloud cover percentage exceeding cloud threshold: 11.97% > 10.00%. INFO - Processing image L9 2023-08-12-22-14-23 INFO - L9 2023-08-12-22-14-23 cloud cover : 0.00% INFO - L9 2023-08-12-22-14-23: sand: 0.00% ,whitewater: 0.60% ,water: 59.74% INFO - L9 2023-08-12-22-14-23: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-08-28-22-14-08 INFO - L9 2023-08-28-22-14-08 cloud cover : 0.00% INFO - L9 2023-08-28-22-14-08: sand: 0.00% ,whitewater: 5.04% ,water: 46.58% INFO - L9 2023-08-28-22-14-08: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 40 INFO - Number of shoreline points after removing points within 300m of cloud mask 40 INFO - Number of shoreline points before removing points within 30m of no data pixel 40 INFO - Number of shoreline points after removing points within 30m of no data pixel 40 INFO - Processing image L9 2023-08-28-22-14-31 INFO - L9 2023-08-28-22-14-31 cloud cover : 0.00% INFO - L9 2023-08-28-22-14-31: sand: 0.00% ,whitewater: 6.58% ,water: 45.04% INFO - L9 2023-08-28-22-14-31: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2023-09-29-22-14-14 INFO - L9 2023-09-29-22-14-14 cloud cover : 0.00% INFO - L9 2023-09-29-22-14-14: sand: 0.00% ,whitewater: 21.20% ,water: 17.09% INFO - L9 2023-09-29-22-14-14: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 44 INFO - Number of shoreline points after removing points within 300m of cloud mask 44 INFO - Number of shoreline points before removing points within 30m of no data pixel 44 INFO - Number of shoreline points after removing points within 30m of no data pixel 44 INFO - Processing image L9 2023-09-29-22-14-38 INFO - L9 2023-09-29-22-14-38 cloud cover : 0.00% INFO - L9 2023-09-29-22-14-38: sand: 0.00% ,whitewater: 21.45% ,water: 16.75% INFO - L9 2023-09-29-22-14-38: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 44 INFO - Number of shoreline points after removing points within 300m of cloud mask 44 INFO - Number of shoreline points before removing points within 30m of no data pixel 44 INFO - Number of shoreline points after removing points within 30m of no data pixel 44 INFO - Processing image L9 2023-12-18-22-14-32 INFO - L9 2023-12-18-22-14-32 cloud cover : 0.00% INFO - L9 2023-12-18-22-14-32: sand: 0.00% ,whitewater: 0.09% ,water: 46.07% INFO - L9 2023-12-18-22-14-32: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 55 INFO - Number of shoreline points after removing points within 300m of cloud mask 55 INFO - Number of shoreline points before removing points within 30m of no data pixel 55 INFO - Number of shoreline points after removing points within 30m of no data pixel 55 INFO - Processing image L9 2023-12-18-22-14-56 INFO - L9 2023-12-18-22-14-56 cloud cover : 0.00% INFO - L9 2023-12-18-22-14-56: sand: 0.00% ,whitewater: 0.09% ,water: 46.07% INFO - L9 2023-12-18-22-14-56: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 53 INFO - Number of shoreline points after removing points within 300m of cloud mask 53 INFO - Number of shoreline points before removing points within 30m of no data pixel 53 INFO - Number of shoreline points after removing points within 30m of no data pixel 53 INFO - Processing image L9 2024-01-03-22-14-51 INFO - L9 2024-01-03-22-14-51 cloud cover : 6.15% INFO - L9 2024-01-03-22-14-51: sand: 0.00% ,whitewater: 0.51% ,water: 40.34% INFO - L9 2024-01-03-22-14-51: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-02-04-22-14-31 INFO - L9 2024-02-04-22-14-31 cloud cover : 0.00% INFO - L9 2024-02-04-22-14-31: sand: 0.00% ,whitewater: 0.00% ,water: 46.67% INFO - L9 2024-02-04-22-14-31: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 54 INFO - Number of shoreline points after removing points within 300m of cloud mask 54 INFO - Number of shoreline points before removing points within 30m of no data pixel 54 INFO - Number of shoreline points after removing points within 30m of no data pixel 54 INFO - Processing image L9 2024-02-04-22-14-55 INFO - L9 2024-02-04-22-14-55 cloud cover : 0.00% INFO - L9 2024-02-04-22-14-55: sand: 0.00% ,whitewater: 0.00% ,water: 46.84% INFO - L9 2024-02-04-22-14-55: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 55 INFO - Number of shoreline points after removing points within 300m of cloud mask 55 INFO - Number of shoreline points before removing points within 30m of no data pixel 55 INFO - Number of shoreline points after removing points within 30m of no data pixel 55 INFO - Processing image L9 2024-03-07-22-14-23 INFO - L9 2024-03-07-22-14-23 cloud cover : 0.00% INFO - L9 2024-03-07-22-14-23: sand: 0.00% ,whitewater: 0.09% ,water: 45.64% INFO - L9 2024-03-07-22-14-23: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 INFO - Processing image L9 2024-03-07-22-14-47 INFO - L9 2024-03-07-22-14-47 cloud cover : 0.00% INFO - L9 2024-03-07-22-14-47: sand: 0.00% ,whitewater: 0.09% ,water: 45.81% INFO - L9 2024-03-07-22-14-47: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 51 INFO - Number of shoreline points after removing points within 300m of cloud mask 51 INFO - Number of shoreline points before removing points within 30m of no data pixel 51 INFO - Number of shoreline points after removing points within 30m of no data pixel 51 ERROR - Skipping L9 2024-04-24-22-13-49 due to cloud cover percentage exceeding cloud threshold: 10.94% > 10.00%. ERROR - Skipping L9 2024-04-24-22-14-13 due to cloud cover percentage exceeding cloud threshold: 13.33% > 10.00%. INFO - Processing image L9 2024-05-01-22-19-59 INFO - L9 2024-05-01-22-19-59 cloud cover : 0.00% INFO - L9 2024-05-01-22-19-59: sand: 0.00% ,whitewater: 6.41% ,water: 55.73% INFO - L9 2024-05-01-22-19-59: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-05-01-22-20-23 INFO - L9 2024-05-01-22-20-23 cloud cover : 0.00% INFO - L9 2024-05-01-22-20-23: sand: 0.00% ,whitewater: 7.78% ,water: 54.53% INFO - L9 2024-05-01-22-20-23: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-05-10-22-13-48 INFO - L9 2024-05-10-22-13-48 cloud cover : 0.00% INFO - L9 2024-05-10-22-13-48: sand: 0.00% ,whitewater: 20.26% ,water: 48.63% INFO - L9 2024-05-10-22-13-48: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-05-10-22-14-12 INFO - L9 2024-05-10-22-14-12 cloud cover : 0.00% INFO - L9 2024-05-10-22-14-12: sand: 0.00% ,whitewater: 21.28% ,water: 47.52% INFO - L9 2024-05-10-22-14-12: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-05-17-22-19-51 INFO - L9 2024-05-17-22-19-51 cloud cover : 0.00% INFO - L9 2024-05-17-22-19-51: sand: 0.00% ,whitewater: 0.09% ,water: 43.42% INFO - L9 2024-05-17-22-19-51: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 55 INFO - Number of shoreline points after removing points within 300m of cloud mask 55 INFO - Number of shoreline points before removing points within 30m of no data pixel 55 INFO - Number of shoreline points after removing points within 30m of no data pixel 55 INFO - Processing image L9 2024-05-26-22-13-35 INFO - L9 2024-05-26-22-13-35 cloud cover : 0.00% INFO - L9 2024-05-26-22-13-35: sand: 0.00% ,whitewater: 27.61% ,water: 42.91% INFO - L9 2024-05-26-22-13-35: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 5 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-05-26-22-13-59 INFO - L9 2024-05-26-22-13-59 cloud cover : 0.00% INFO - L9 2024-05-26-22-13-59: sand: 0.00% ,whitewater: 29.32% ,water: 41.45% INFO - L9 2024-05-26-22-13-59: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 5 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-06-18-22-19-31 INFO - L9 2024-06-18-22-19-31 cloud cover : 0.00% INFO - L9 2024-06-18-22-19-31: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2024-06-18-22-19-31: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-06-18-22-19-55 INFO - L9 2024-06-18-22-19-55 cloud cover : 0.00% INFO - L9 2024-06-18-22-19-55: sand: 0.00% ,whitewater: 0.00% ,water: 0.00% INFO - L9 2024-06-18-22-19-55: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 0 shorelines INFO - Processing image L9 2024-07-13-22-13-38 INFO - L9 2024-07-13-22-13-38 cloud cover : 0.00% INFO - L9 2024-07-13-22-13-38: sand: 0.00% ,whitewater: 0.00% ,water: 57.35% INFO - L9 2024-07-13-22-13-38: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 55 INFO - Number of shoreline points after removing points within 300m of cloud mask 55 INFO - Number of shoreline points before removing points within 30m of no data pixel 55 INFO - Number of shoreline points after removing points within 30m of no data pixel 55 ERROR - Skipping L9 2024-07-13-22-14-02 due to cloud cover percentage exceeding cloud threshold: 47.52% > 10.00%.