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 2022-01-22-22-06-42 due to cloud cover percentage exceeding cloud threshold: 12.92% > 10.00%. INFO - Processing image L9 2022-02-23-22-06-32 INFO - L9 2022-02-23-22-06-32 cloud cover : 0.00% INFO - L9 2022-02-23-22-06-32: sand: 0.00% ,whitewater: 9.22% ,water: 50.25% INFO - L9 2022-02-23-22-06-32: 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: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 94 INFO - Number of shoreline points after removing points within 300m of cloud mask 94 INFO - Number of shoreline points before removing points within 30m of no data pixel 94 INFO - Number of shoreline points after removing points within 30m of no data pixel 94 INFO - Processing image L9 2022-03-27-22-06-22 INFO - L9 2022-03-27-22-06-22 cloud cover : 0.00% INFO - L9 2022-03-27-22-06-22: sand: 0.00% ,whitewater: 16.23% ,water: 45.75% INFO - L9 2022-03-27-22-06-22: 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 91 INFO - Number of shoreline points after removing points within 300m of cloud mask 91 INFO - Number of shoreline points before removing points within 30m of no data pixel 91 INFO - Number of shoreline points after removing points within 30m of no data pixel 91 INFO - Processing image L9 2022-04-28-22-06-11 INFO - L9 2022-04-28-22-06-11 cloud cover : 0.00% INFO - L9 2022-04-28-22-06-11: sand: 0.00% ,whitewater: 9.87% ,water: 55.65% INFO - L9 2022-04-28-22-06-11: 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 107 INFO - Number of shoreline points after removing points within 300m of cloud mask 107 INFO - Number of shoreline points before removing points within 30m of no data pixel 107 INFO - Number of shoreline points after removing points within 30m of no data pixel 107 INFO - Processing image L9 2022-07-01-22-06-18 INFO - L9 2022-07-01-22-06-18 cloud cover : 0.00% INFO - L9 2022-07-01-22-06-18: sand: 0.00% ,whitewater: 31.72% ,water: 40.80% INFO - L9 2022-07-01-22-06-18: 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 91 INFO - Number of shoreline points after removing points within 300m of cloud mask 91 INFO - Number of shoreline points before removing points within 30m of no data pixel 91 INFO - Number of shoreline points after removing points within 30m of no data pixel 91 INFO - Processing image L9 2022-09-03-22-06-40 INFO - L9 2022-09-03-22-06-40 cloud cover : 0.00% INFO - L9 2022-09-03-22-06-40: sand: 0.00% ,whitewater: 18.13% ,water: 48.89% INFO - L9 2022-09-03-22-06-40: 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 57 INFO - Number of shoreline points after removing points within 300m of cloud mask 57 INFO - Number of shoreline points before removing points within 30m of no data pixel 57 INFO - Number of shoreline points after removing points within 30m of no data pixel 57 ERROR - Skipping L9 2022-09-19-22-06-45 due to cloud cover percentage exceeding cloud threshold: 47.37% > 10.00%. INFO - Processing image L9 2022-10-05-22-06-46 INFO - L9 2022-10-05-22-06-46 cloud cover : 0.00% INFO - L9 2022-10-05-22-06-46: sand: 0.00% ,whitewater: 40.02% ,water: 21.43% INFO - L9 2022-10-05-22-06-46: 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 94 INFO - Number of shoreline points after removing points within 300m of cloud mask 94 INFO - Number of shoreline points before removing points within 30m of no data pixel 94 INFO - Number of shoreline points after removing points within 30m of no data pixel 94 INFO - Processing image L9 2022-10-21-22-06-53 INFO - L9 2022-10-21-22-06-53 cloud cover : 0.00% INFO - L9 2022-10-21-22-06-53: sand: 0.00% ,whitewater: 36.05% ,water: 21.17% INFO - L9 2022-10-21-22-06-53: 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 102 INFO - Number of shoreline points after removing points within 300m of cloud mask 102 INFO - Number of shoreline points before removing points within 30m of no data pixel 102 INFO - Number of shoreline points after removing points within 30m of no data pixel 102 ERROR - Skipping L9 2022-11-22-22-06-53 due to cloud cover percentage exceeding cloud threshold: 10.48% > 10.00%. INFO - Processing image L9 2022-12-24-22-06-50 INFO - L9 2022-12-24-22-06-50 cloud cover : 0.00% INFO - L9 2022-12-24-22-06-50: sand: 0.00% ,whitewater: 4.65% ,water: 53.59% INFO - L9 2022-12-24-22-06-50: 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 94 INFO - Number of shoreline points after removing points within 300m of cloud mask 94 INFO - Number of shoreline points before removing points within 30m of no data pixel 94 INFO - Number of shoreline points after removing points within 30m of no data pixel 94 ERROR - Skipping L9 2023-02-10-22-06-56 due to cloud cover percentage exceeding cloud threshold: 13.54% > 10.00%. INFO - Processing image L9 2023-03-14-22-06-35 INFO - L9 2023-03-14-22-06-35 cloud cover : 0.00% INFO - L9 2023-03-14-22-06-35: sand: 0.00% ,whitewater: 21.26% ,water: 38.57% INFO - L9 2023-03-14-22-06-35: 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 90 INFO - Number of shoreline points after removing points within 300m of cloud mask 90 INFO - Number of shoreline points before removing points within 30m of no data pixel 90 INFO - Number of shoreline points after removing points within 30m of no data pixel 90 INFO - Processing image L9 2023-03-30-22-06-23 INFO - L9 2023-03-30-22-06-23 cloud cover : 0.00% INFO - L9 2023-03-30-22-06-23: sand: 0.00% ,whitewater: 2.15% ,water: 58.32% INFO - L9 2023-03-30-22-06-23: 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 91 INFO - Number of shoreline points after removing points within 300m of cloud mask 91 INFO - Number of shoreline points before removing points within 30m of no data pixel 91 INFO - Number of shoreline points after removing points within 30m of no data pixel 91 ERROR - Skipping L9 2023-06-02-22-05-53 due to cloud cover percentage exceeding cloud threshold: 80.29% > 10.00%. INFO - Processing image L9 2023-06-18-22-05-45 INFO - L9 2023-06-18-22-05-45 cloud cover : 0.00% INFO - L9 2023-06-18-22-05-45: sand: 0.00% ,whitewater: 8.33% ,water: 63.46% INFO - L9 2023-06-18-22-05-45: 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 79 INFO - Number of shoreline points after removing points within 300m of cloud mask 79 INFO - Number of shoreline points before removing points within 30m of no data pixel 79 INFO - Number of shoreline points after removing points within 30m of no data pixel 79 INFO - Processing image L9 2023-08-05-22-06-11 INFO - L9 2023-08-05-22-06-11 cloud cover : 0.00% INFO - L9 2023-08-05-22-06-11: sand: 0.00% ,whitewater: 29.26% ,water: 38.90% INFO - L9 2023-08-05-22-06-11: 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 93 INFO - Number of shoreline points after removing points within 300m of cloud mask 93 INFO - Number of shoreline points before removing points within 30m of no data pixel 93 INFO - Number of shoreline points after removing points within 30m of no data pixel 93 INFO - Processing image L9 2023-08-21-22-06-16 INFO - L9 2023-08-21-22-06-16 cloud cover : 0.00% INFO - L9 2023-08-21-22-06-16: sand: 0.00% ,whitewater: 26.22% ,water: 38.64% INFO - L9 2023-08-21-22-06-16: 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 95 INFO - Number of shoreline points after removing points within 300m of cloud mask 95 INFO - Number of shoreline points before removing points within 30m of no data pixel 95 INFO - Number of shoreline points after removing points within 30m of no data pixel 95 INFO - Processing image L9 2023-10-08-22-06-34 INFO - L9 2023-10-08-22-06-34 cloud cover : 0.00% INFO - L9 2023-10-08-22-06-34: sand: 0.00% ,whitewater: 19.81% ,water: 39.51% INFO - L9 2023-10-08-22-06-34: 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 91 INFO - Number of shoreline points after removing points within 300m of cloud mask 91 INFO - Number of shoreline points before removing points within 30m of no data pixel 91 INFO - Number of shoreline points after removing points within 30m of no data pixel 91 INFO - Processing image L9 2023-10-24-22-06-40 INFO - L9 2023-10-24-22-06-40 cloud cover : 1.05% INFO - L9 2023-10-24-22-06-40: sand: 0.00% ,whitewater: 13.87% ,water: 40.28% INFO - L9 2023-10-24-22-06-40: 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: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 114 INFO - Number of shoreline points after removing points within 300m of cloud mask 109 INFO - Number of shoreline points before removing points within 30m of no data pixel 109 INFO - Number of shoreline points after removing points within 30m of no data pixel 109 INFO - Processing image L9 2023-11-09-22-06-36 INFO - L9 2023-11-09-22-06-36 cloud cover : 0.00% INFO - L9 2023-11-09-22-06-36: sand: 0.00% ,whitewater: 3.84% ,water: 52.44% INFO - L9 2023-11-09-22-06-36: 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 91 INFO - Number of shoreline points after removing points within 300m of cloud mask 91 INFO - Number of shoreline points before removing points within 30m of no data pixel 91 INFO - Number of shoreline points after removing points within 30m of no data pixel 91 INFO - Processing image L9 2023-11-25-22-06-44 INFO - L9 2023-11-25-22-06-44 cloud cover : 0.00% INFO - L9 2023-11-25-22-06-44: sand: 0.00% ,whitewater: 16.44% ,water: 41.54% INFO - L9 2023-11-25-22-06-44: 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 92 INFO - Number of shoreline points after removing points within 300m of cloud mask 92 INFO - Number of shoreline points before removing points within 30m of no data pixel 92 INFO - Number of shoreline points after removing points within 30m of no data pixel 92 INFO - Processing image L9 2023-12-27-22-06-45 INFO - L9 2023-12-27-22-06-45 cloud cover : 0.00% INFO - L9 2023-12-27-22-06-45: sand: 0.00% ,whitewater: 7.16% ,water: 48.33% INFO - L9 2023-12-27-22-06-45: 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 103 INFO - Number of shoreline points after removing points within 300m of cloud mask 103 INFO - Number of shoreline points before removing points within 30m of no data pixel 103 INFO - Number of shoreline points after removing points within 30m of no data pixel 103 INFO - Processing image L9 2024-01-12-22-06-42 INFO - L9 2024-01-12-22-06-42 cloud cover : 0.00% INFO - L9 2024-01-12-22-06-42: sand: 0.00% ,whitewater: 5.38% ,water: 51.91% INFO - L9 2024-01-12-22-06-42: 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 94 INFO - Number of shoreline points after removing points within 300m of cloud mask 94 INFO - Number of shoreline points before removing points within 30m of no data pixel 94 INFO - Number of shoreline points after removing points within 30m of no data pixel 94 INFO - Processing image L9 2024-01-28-22-06-42 INFO - L9 2024-01-28-22-06-42 cloud cover : 0.00% INFO - L9 2024-01-28-22-06-42: sand: 0.00% ,whitewater: 22.64% ,water: 35.70% INFO - L9 2024-01-28-22-06-42: 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 100 INFO - Number of shoreline points after removing points within 300m of cloud mask 100 INFO - Number of shoreline points before removing points within 30m of no data pixel 100 INFO - Number of shoreline points after removing points within 30m of no data pixel 100 INFO - Processing image L9 2024-02-13-22-06-41 INFO - L9 2024-02-13-22-06-41 cloud cover : 0.00% INFO - L9 2024-02-13-22-06-41: sand: 0.00% ,whitewater: 11.25% ,water: 47.06% INFO - L9 2024-02-13-22-06-41: 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 95 INFO - Number of shoreline points after removing points within 300m of cloud mask 95 INFO - Number of shoreline points before removing points within 30m of no data pixel 95 INFO - Number of shoreline points after removing points within 30m of no data pixel 95 INFO - Processing image L9 2024-02-29-22-06-35 INFO - L9 2024-02-29-22-06-35 cloud cover : 0.00% INFO - L9 2024-02-29-22-06-35: sand: 0.00% ,whitewater: 7.04% ,water: 50.64% INFO - L9 2024-02-29-22-06-35: 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 93 INFO - Number of shoreline points after removing points within 300m of cloud mask 93 INFO - Number of shoreline points before removing points within 30m of no data pixel 93 INFO - Number of shoreline points after removing points within 30m of no data pixel 93 ERROR - Skipping L9 2024-03-16-22-06-35 due to cloud cover percentage exceeding cloud threshold: 73.78% > 10.00%. INFO - Processing image L9 2024-04-17-22-06-15 INFO - L9 2024-04-17-22-06-15 cloud cover : 0.00% INFO - L9 2024-04-17-22-06-15: sand: 0.00% ,whitewater: 29.36% ,water: 34.01% INFO - L9 2024-04-17-22-06-15: 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 94 INFO - Number of shoreline points after removing points within 300m of cloud mask 94 INFO - Number of shoreline points before removing points within 30m of no data pixel 94 INFO - Number of shoreline points after removing points within 30m of no data pixel 94 INFO - Processing image L9 2024-05-03-22-06-01 INFO - L9 2024-05-03-22-06-01 cloud cover : 0.00% INFO - L9 2024-05-03-22-06-01: sand: 0.00% ,whitewater: 23.02% ,water: 42.32% INFO - L9 2024-05-03-22-06-01: 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 94 INFO - Number of shoreline points after removing points within 300m of cloud mask 94 INFO - Number of shoreline points before removing points within 30m of no data pixel 94 INFO - Number of shoreline points after removing points within 30m of no data pixel 94 ERROR - Skipping L9 2024-06-04-22-05-47 due to cloud cover percentage exceeding cloud threshold: 13.30% > 10.00%. ERROR - Skipping L9 2024-06-20-22-05-30 due to cloud cover percentage exceeding cloud threshold: 69.95% > 10.00%. INFO - Processing image L9 2024-07-22-22-05-52 INFO - L9 2024-07-22-22-05-52 cloud cover : 0.00% INFO - L9 2024-07-22-22-05-52: sand: 0.00% ,whitewater: 17.38% ,water: 52.21% INFO - L9 2024-07-22-22-05-52: 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 88 INFO - Number of shoreline points after removing points within 300m of cloud mask 88 INFO - Number of shoreline points before removing points within 30m of no data pixel 88 INFO - Number of shoreline points after removing points within 30m of no data pixel 88