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 ERROR - Skipping L9 2021-12-05-22-06-01 due to cloud cover percentage exceeding cloud threshold: 62.85% > 10.00%. ERROR - Skipping L9 2022-01-22-22-05-54 due to cloud cover percentage exceeding cloud threshold: 39.93% > 10.00%. INFO - Processing image L9 2022-02-23-22-05-44 INFO - L9 2022-02-23-22-05-44 cloud cover : 0.00% INFO - L9 2022-02-23-22-05-44: sand: 0.00% ,whitewater: 0.00% ,water: 42.45% INFO - L9 2022-02-23-22-05-44: 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 56 INFO - Number of shoreline points after removing points within 300m of cloud mask 56 INFO - Number of shoreline points before removing points within 30m of no data pixel 56 INFO - Number of shoreline points after removing points within 30m of no data pixel 56 INFO - Processing image L9 2022-03-11-22-05-39 INFO - L9 2022-03-11-22-05-39 cloud cover : 0.00% INFO - L9 2022-03-11-22-05-39: sand: 0.00% ,whitewater: 0.69% ,water: 41.10% INFO - L9 2022-03-11-22-05-39: 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 2022-03-27-22-05-34 INFO - L9 2022-03-27-22-05-34 cloud cover : 0.00% INFO - L9 2022-03-27-22-05-34: sand: 0.39% ,whitewater: 0.30% ,water: 40.10% INFO - L9 2022-03-27-22-05-34: 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 2022-05-30-22-05-09 INFO - L9 2022-05-30-22-05-09 cloud cover : 0.00% INFO - L9 2022-05-30-22-05-09: sand: 0.00% ,whitewater: 0.00% ,water: 69.84% INFO - L9 2022-05-30-22-05-09: 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: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 58 INFO - Number of shoreline points after removing points within 300m of cloud mask 58 INFO - Number of shoreline points before removing points within 30m of no data pixel 58 INFO - Number of shoreline points after removing points within 30m of no data pixel 58 INFO - Processing image L9 2022-06-15-22-05-16 INFO - L9 2022-06-15-22-05-16 cloud cover : 0.00% INFO - L9 2022-06-15-22-05-16: sand: 0.00% ,whitewater: 0.00% ,water: 44.62% INFO - L9 2022-06-15-22-05-16: 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 58 INFO - Number of shoreline points after removing points within 300m of cloud mask 58 INFO - Number of shoreline points before removing points within 30m of no data pixel 58 INFO - Number of shoreline points after removing points within 30m of no data pixel 58 INFO - Processing image L9 2022-07-01-22-05-30 INFO - L9 2022-07-01-22-05-30 cloud cover : 0.00% INFO - L9 2022-07-01-22-05-30: sand: 0.00% ,whitewater: 0.00% ,water: 49.05% INFO - L9 2022-07-01-22-05-30: 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 60 INFO - Number of shoreline points after removing points within 300m of cloud mask 60 INFO - Number of shoreline points before removing points within 30m of no data pixel 60 INFO - Number of shoreline points after removing points within 30m of no data pixel 60 INFO - Processing image L9 2022-11-22-22-06-05 INFO - L9 2022-11-22-22-06-05 cloud cover : 9.20% INFO - L9 2022-11-22-22-06-05: sand: 0.00% ,whitewater: 1.39% ,water: 32.81% INFO - L9 2022-11-22-22-06-05: 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 56 INFO - Number of shoreline points after removing points within 300m of cloud mask 27 INFO - Number of shoreline points before removing points within 30m of no data pixel 27 INFO - Number of shoreline points after removing points within 30m of no data pixel 27 ERROR - Skipping L9 2023-01-25-22-06-01 due to cloud cover percentage exceeding cloud threshold: 17.19% > 10.00%. INFO - Processing image L9 2023-03-14-22-05-47 INFO - L9 2023-03-14-22-05-47 cloud cover : 0.00% INFO - L9 2023-03-14-22-05-47: sand: 0.22% ,whitewater: 0.00% ,water: 42.66% INFO - L9 2023-03-14-22-05-47: 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 56 INFO - Number of shoreline points after removing points within 300m of cloud mask 56 INFO - Number of shoreline points before removing points within 30m of no data pixel 56 INFO - Number of shoreline points after removing points within 30m of no data pixel 56 INFO - Processing image L9 2023-03-30-22-05-35 INFO - L9 2023-03-30-22-05-35 cloud cover : 0.00% INFO - L9 2023-03-30-22-05-35: sand: 0.52% ,whitewater: 0.00% ,water: 41.06% INFO - L9 2023-03-30-22-05-35: 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 ERROR - Skipping L9 2023-06-02-22-05-05 due to cloud cover percentage exceeding cloud threshold: 73.61% > 10.00%. INFO - Processing image L9 2023-08-05-22-05-23 INFO - L9 2023-08-05-22-05-23 cloud cover : 0.00% INFO - L9 2023-08-05-22-05-23: sand: 0.00% ,whitewater: 0.00% ,water: 45.27% INFO - L9 2023-08-05-22-05-23: 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 66 INFO - Number of shoreline points after removing points within 300m of cloud mask 66 INFO - Number of shoreline points before removing points within 30m of no data pixel 66 INFO - Number of shoreline points after removing points within 30m of no data pixel 66 INFO - Processing image L9 2023-08-21-22-05-28 INFO - L9 2023-08-21-22-05-28 cloud cover : 0.00% INFO - L9 2023-08-21-22-05-28: sand: 0.00% ,whitewater: 0.00% ,water: 43.97% INFO - L9 2023-08-21-22-05-28: 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 62 INFO - Number of shoreline points after removing points within 300m of cloud mask 62 INFO - Number of shoreline points before removing points within 30m of no data pixel 62 INFO - Number of shoreline points after removing points within 30m of no data pixel 62 INFO - Processing image L9 2023-09-06-22-05-38 INFO - L9 2023-09-06-22-05-38 cloud cover : 0.00% INFO - L9 2023-09-06-22-05-38: sand: 0.00% ,whitewater: 0.13% ,water: 41.97% INFO - L9 2023-09-06-22-05-38: 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 56 INFO - Number of shoreline points after removing points within 300m of cloud mask 56 INFO - Number of shoreline points before removing points within 30m of no data pixel 56 INFO - Number of shoreline points after removing points within 30m of no data pixel 56 INFO - Processing image L9 2023-10-08-22-05-46 INFO - L9 2023-10-08-22-05-46 cloud cover : 0.00% INFO - L9 2023-10-08-22-05-46: sand: 0.00% ,whitewater: 0.00% ,water: 40.71% INFO - L9 2023-10-08-22-05-46: 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 2023-11-09-22-05-48 INFO - L9 2023-11-09-22-05-48 cloud cover : 0.00% INFO - L9 2023-11-09-22-05-48: sand: 0.00% ,whitewater: 0.04% ,water: 39.93% INFO - L9 2023-11-09-22-05-48: 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 2023-11-25-22-05-56 INFO - L9 2023-11-25-22-05-56 cloud cover : 0.00% INFO - L9 2023-11-25-22-05-56: sand: 0.00% ,whitewater: 0.09% ,water: 41.10% INFO - L9 2023-11-25-22-05-56: 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 58 INFO - Number of shoreline points after removing points within 300m of cloud mask 58 INFO - Number of shoreline points before removing points within 30m of no data pixel 58 INFO - Number of shoreline points after removing points within 30m of no data pixel 58 ERROR - Skipping L9 2023-12-11-22-05-54 due to cloud cover percentage exceeding cloud threshold: 33.16% > 10.00%. ERROR - Skipping L9 2023-12-27-22-05-57 due to cloud cover percentage exceeding cloud threshold: 63.37% > 10.00%. INFO - Processing image L9 2024-01-12-22-05-54 INFO - L9 2024-01-12-22-05-54 cloud cover : 0.00% INFO - L9 2024-01-12-22-05-54: sand: 0.00% ,whitewater: 0.00% ,water: 42.01% INFO - L9 2024-01-12-22-05-54: 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 56 INFO - Number of shoreline points after removing points within 300m of cloud mask 56 INFO - Number of shoreline points before removing points within 30m of no data pixel 56 INFO - Number of shoreline points after removing points within 30m of no data pixel 56 ERROR - Skipping L9 2024-01-28-22-05-54 due to cloud cover percentage exceeding cloud threshold: 67.01% > 10.00%. INFO - Processing image L9 2024-02-13-22-05-53 INFO - L9 2024-02-13-22-05-53 cloud cover : 0.00% INFO - L9 2024-02-13-22-05-53: sand: 0.00% ,whitewater: 0.00% ,water: 44.01% INFO - L9 2024-02-13-22-05-53: 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 64 INFO - Number of shoreline points after removing points within 300m of cloud mask 64 INFO - Number of shoreline points before removing points within 30m of no data pixel 64 INFO - Number of shoreline points after removing points within 30m of no data pixel 64 INFO - Processing image L9 2024-02-29-22-05-47 INFO - L9 2024-02-29-22-05-47 cloud cover : 0.00% INFO - L9 2024-02-29-22-05-47: sand: 0.00% ,whitewater: 0.00% ,water: 42.19% INFO - L9 2024-02-29-22-05-47: 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 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 2024-03-16-22-05-47 INFO - L9 2024-03-16-22-05-47 cloud cover : 0.00% INFO - L9 2024-03-16-22-05-47: sand: 0.22% ,whitewater: 0.00% ,water: 41.28% INFO - L9 2024-03-16-22-05-47: 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 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 ERROR - Skipping L9 2024-04-17-22-05-27 due to cloud cover percentage exceeding cloud threshold: 66.49% > 10.00%. ERROR - Skipping L9 2024-07-06-22-04-57 due to cloud cover percentage exceeding cloud threshold: 19.79% > 10.00%.