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 L5 Minimum Shoreline Length: 500 INFO - WARNING: CoastSat has hard-coded the value for the minimum shoreline length for L7 to 200 INFO - Extracting shorelines for L7 Minimum Shoreline Length: 200 INFO - Extracting shorelines for L8 Minimum Shoreline Length: 500 ERROR - Skipping L8 2024-11-03-22-06-00 due to cloud cover percentage exceeding cloud threshold: 51.56% > 10.00%. ERROR - Skipping L8 2024-11-28-22-00-03 due to cloud cover percentage exceeding cloud threshold: 93.37% > 10.00%. INFO - Processing image L8 2024-12-05-22-06-09 INFO - L8 2024-12-05-22-06-09 cloud cover : 0.00% INFO - L8 2024-12-05-22-06-09: sand: 1.96% ,whitewater: 0.07% ,water: 46.73% INFO - L8 2024-12-05-22-06-09: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 9 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 210 INFO - Number of shoreline points after removing points within 300m of cloud mask 210 INFO - Number of shoreline points before removing points within 30m of no data pixel 210 INFO - Number of shoreline points after removing points within 30m of no data pixel 210 INFO - Processing image L8 2024-12-14-21-59-51 INFO - L8 2024-12-14-21-59-51 cloud cover : 0.00% INFO - L8 2024-12-14-21-59-51: sand: 3.05% ,whitewater: 0.94% ,water: 45.64% INFO - L8 2024-12-14-21-59-51: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 183 INFO - Number of shoreline points after removing points within 300m of cloud mask 183 INFO - Number of shoreline points before removing points within 30m of no data pixel 183 INFO - Number of shoreline points after removing points within 30m of no data pixel 183 INFO - Processing image L8 2024-12-21-22-06-04 INFO - L8 2024-12-21-22-06-04 cloud cover : 0.00% INFO - L8 2024-12-21-22-06-04: sand: 2.53% ,whitewater: 2.85% ,water: 44.32% INFO - L8 2024-12-21-22-06-04: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 186 INFO - Number of shoreline points after removing points within 300m of cloud mask 186 INFO - Number of shoreline points before removing points within 30m of no data pixel 186 INFO - Number of shoreline points after removing points within 30m of no data pixel 186 INFO - Processing image L8 2025-01-06-22-06-06 INFO - L8 2025-01-06-22-06-06 cloud cover : 3.08% INFO - L8 2025-01-06-22-06-06: sand: 2.23% ,whitewater: 0.00% ,water: 42.24% INFO - L8 2025-01-06-22-06-06: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 10 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 166 INFO - Number of shoreline points after removing points within 300m of cloud mask 133 INFO - Number of shoreline points before removing points within 30m of no data pixel 133 INFO - Number of shoreline points after removing points within 30m of no data pixel 133 ERROR - Skipping L8 2025-01-15-21-59-56 due to cloud cover percentage exceeding cloud threshold: 26.71% > 10.00%. ERROR - Skipping L8 2025-01-22-22-06-01 due to cloud cover percentage exceeding cloud threshold: 24.42% > 10.00%. INFO - Processing image L8 2025-02-07-22-06-05 INFO - L8 2025-02-07-22-06-05 cloud cover : 0.00% INFO - L8 2025-02-07-22-06-05: sand: 3.37% ,whitewater: 0.72% ,water: 45.99% INFO - L8 2025-02-07-22-06-05: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 5 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 187 INFO - Number of shoreline points after removing points within 300m of cloud mask 187 INFO - Number of shoreline points before removing points within 30m of no data pixel 187 INFO - Number of shoreline points after removing points within 30m of no data pixel 187 INFO - Extracting shorelines for L9 Minimum Shoreline Length: 500 ERROR - Skipping L9 2024-11-04-21-59-57 due to cloud cover percentage exceeding cloud threshold: 94.07% > 10.00%. INFO - Processing image L9 2024-11-27-22-06-18 INFO - L9 2024-11-27-22-06-18 cloud cover : 0.00% INFO - L9 2024-11-27-22-06-18: sand: 0.97% ,whitewater: 0.35% ,water: 46.31% INFO - L9 2024-11-27-22-06-18: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 181 INFO - Number of shoreline points after removing points within 300m of cloud mask 181 INFO - Number of shoreline points before removing points within 30m of no data pixel 181 INFO - Number of shoreline points after removing points within 30m of no data pixel 181 ERROR - Skipping L9 2024-12-06-21-59-59 due to cloud cover percentage exceeding cloud threshold: 35.77% > 10.00%. INFO - Processing image L9 2024-12-13-22-06-09 INFO - L9 2024-12-13-22-06-09 cloud cover : 0.00% INFO - L9 2024-12-13-22-06-09: sand: 3.85% ,whitewater: 0.24% ,water: 45.84% INFO - L9 2024-12-13-22-06-09: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 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 180 INFO - Number of shoreline points after removing points within 300m of cloud mask 180 INFO - Number of shoreline points before removing points within 30m of no data pixel 180 INFO - Number of shoreline points after removing points within 30m of no data pixel 180 INFO - Processing image L9 2024-12-22-22-00-02 INFO - L9 2024-12-22-22-00-02 cloud cover : 1.97% INFO - L9 2024-12-22-22-00-02: sand: 2.52% ,whitewater: 1.14% ,water: 45.54% INFO - L9 2024-12-22-22-00-02: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 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 174 INFO - Number of shoreline points after removing points within 300m of cloud mask 139 INFO - Number of shoreline points before removing points within 30m of no data pixel 139 INFO - Number of shoreline points after removing points within 30m of no data pixel 139 ERROR - Skipping L9 2024-12-29-22-06-10 due to cloud cover percentage exceeding cloud threshold: 19.60% > 10.00%. INFO - Processing image L9 2025-01-07-21-59-57 INFO - L9 2025-01-07-21-59-57 cloud cover : 8.71% INFO - L9 2025-01-07-21-59-57: sand: 0.56% ,whitewater: 0.00% ,water: 36.45% INFO - L9 2025-01-07-21-59-57: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 15 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 248 INFO - Number of shoreline points after removing points within 300m of cloud mask 248 INFO - Number of shoreline points before removing points within 30m of no data pixel 248 INFO - Number of shoreline points after removing points within 30m of no data pixel 248 INFO - Processing image L9 2025-01-14-22-06-13 INFO - L9 2025-01-14-22-06-13 cloud cover : 0.00% INFO - L9 2025-01-14-22-06-13: sand: 3.43% ,whitewater: 0.05% ,water: 47.33% INFO - L9 2025-01-14-22-06-13: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 4 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 182 INFO - Number of shoreline points after removing points within 300m of cloud mask 182 INFO - Number of shoreline points before removing points within 30m of no data pixel 182 INFO - Number of shoreline points after removing points within 30m of no data pixel 182 ERROR - Skipping L9 2025-01-23-22-00-02 due to cloud cover percentage exceeding cloud threshold: 58.08% > 10.00%. INFO - Processing image L9 2025-01-30-22-06-08 INFO - L9 2025-01-30-22-06-08 cloud cover : 9.49% INFO - L9 2025-01-30-22-06-08: sand: 3.09% ,whitewater: 0.03% ,water: 36.58% INFO - L9 2025-01-30-22-06-08: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 5 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 182 INFO - Number of shoreline points after removing points within 300m of cloud mask 139 INFO - Number of shoreline points before removing points within 30m of no data pixel 139 INFO - Number of shoreline points after removing points within 30m of no data pixel 139 INFO - Processing image L9 2025-02-24-21-59-57 INFO - L9 2025-02-24-21-59-57 cloud cover : 0.00% INFO - L9 2025-02-24-21-59-57: sand: 0.00% ,whitewater: 0.85% ,water: 46.24% INFO - L9 2025-02-24-21-59-57: 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 178 INFO - Number of shoreline points after removing points within 300m of cloud mask 178 INFO - Number of shoreline points before removing points within 30m of no data pixel 178 INFO - Number of shoreline points after removing points within 30m of no data pixel 178