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 2021-11-06-22-12-48 INFO - L9 2021-11-06-22-12-48 cloud cover : 0.00% INFO - L9 2021-11-06-22-12-48: sand: 0.18% ,whitewater: 0.70% ,water: 48.30% INFO - L9 2021-11-06-22-12-48: 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 139 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 2021-12-28-22-12-06 INFO - L9 2021-12-28-22-12-06 cloud cover : 7.26% INFO - L9 2021-12-28-22-12-06: sand: 1.47% ,whitewater: 0.26% ,water: 38.34% INFO - L9 2021-12-28-22-12-06: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 7 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 106 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 INFO - Processing image L9 2022-01-13-22-12-02 INFO - L9 2022-01-13-22-12-02 cloud cover : 0.00% INFO - L9 2022-01-13-22-12-02: sand: 0.51% ,whitewater: 19.46% ,water: 27.76% INFO - L9 2022-01-13-22-12-02: 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 141 INFO - Number of shoreline points after removing points within 300m of cloud mask 141 INFO - Number of shoreline points before removing points within 30m of no data pixel 141 INFO - Number of shoreline points after removing points within 30m of no data pixel 141 ERROR - Skipping L9 2022-01-29-22-12-05 due to cloud cover percentage exceeding cloud threshold: 24.21% > 10.00%. INFO - Processing image L9 2022-02-14-22-12-01 INFO - L9 2022-02-14-22-12-01 cloud cover : 0.00% INFO - L9 2022-02-14-22-12-01: sand: 1.04% ,whitewater: 3.40% ,water: 44.34% INFO - L9 2022-02-14-22-12-01: 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 140 INFO - Number of shoreline points after removing points within 300m of cloud mask 140 INFO - Number of shoreline points before removing points within 30m of no data pixel 140 INFO - Number of shoreline points after removing points within 30m of no data pixel 140 ERROR - Skipping L9 2022-03-02-22-11-50 due to cloud cover percentage exceeding cloud threshold: 63.80% > 10.00%. INFO - Processing image L9 2022-03-18-22-11-49 INFO - L9 2022-03-18-22-11-49 cloud cover : 7.31% INFO - L9 2022-03-18-22-11-49: sand: 0.00% ,whitewater: 0.90% ,water: 45.14% INFO - L9 2022-03-18-22-11-49: 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 111 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 INFO - Processing image L9 2022-04-03-22-11-45 INFO - L9 2022-04-03-22-11-45 cloud cover : 0.00% INFO - L9 2022-04-03-22-11-45: sand: 0.24% ,whitewater: 0.95% ,water: 47.95% INFO - L9 2022-04-03-22-11-45: 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 139 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 2022-05-05-22-11-31 INFO - L9 2022-05-05-22-11-31 cloud cover : 0.00% INFO - L9 2022-05-05-22-11-31: sand: 0.65% ,whitewater: 11.03% ,water: 37.34% INFO - L9 2022-05-05-22-11-31: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 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 142 INFO - Number of shoreline points after removing points within 300m of cloud mask 142 INFO - Number of shoreline points before removing points within 30m of no data pixel 142 INFO - Number of shoreline points after removing points within 30m of no data pixel 142 INFO - Processing image L9 2022-05-21-22-11-19 INFO - L9 2022-05-21-22-11-19 cloud cover : 0.77% INFO - L9 2022-05-21-22-11-19: sand: 0.00% ,whitewater: 0.00% ,water: 46.76% INFO - L9 2022-05-21-22-11-19: 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 138 INFO - Number of shoreline points after removing points within 300m of cloud mask 138 INFO - Number of shoreline points before removing points within 30m of no data pixel 138 INFO - Number of shoreline points after removing points within 30m of no data pixel 138 INFO - Processing image L9 2022-07-08-22-11-39 INFO - L9 2022-07-08-22-11-39 cloud cover : 0.00% INFO - L9 2022-07-08-22-11-39: sand: 0.08% ,whitewater: 1.42% ,water: 45.14% INFO - L9 2022-07-08-22-11-39: 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 144 INFO - Number of shoreline points after removing points within 300m of cloud mask 144 INFO - Number of shoreline points before removing points within 30m of no data pixel 144 INFO - Number of shoreline points after removing points within 30m of no data pixel 144 INFO - Processing image L9 2022-08-09-22-11-58 INFO - L9 2022-08-09-22-11-58 cloud cover : 0.00% INFO - L9 2022-08-09-22-11-58: sand: 0.98% ,whitewater: 6.15% ,water: 40.07% INFO - L9 2022-08-09-22-11-58: 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 144 INFO - Number of shoreline points after removing points within 300m of cloud mask 144 INFO - Number of shoreline points before removing points within 30m of no data pixel 144 INFO - Number of shoreline points after removing points within 30m of no data pixel 144 ERROR - Skipping L9 2022-11-13-22-12-17 due to cloud cover percentage exceeding cloud threshold: 35.31% > 10.00%. ERROR - Skipping L9 2023-03-05-22-12-01 due to cloud cover percentage exceeding cloud threshold: 51.39% > 10.00%. INFO - Processing image L9 2023-03-21-22-11-55 INFO - L9 2023-03-21-22-11-55 cloud cover : 0.00% INFO - L9 2023-03-21-22-11-55: sand: 0.70% ,whitewater: 0.00% ,water: 47.50% INFO - L9 2023-03-21-22-11-55: 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 136 INFO - Number of shoreline points after removing points within 300m of cloud mask 136 INFO - Number of shoreline points before removing points within 30m of no data pixel 136 INFO - Number of shoreline points after removing points within 30m of no data pixel 136 INFO - Processing image L9 2023-05-24-22-11-17 INFO - L9 2023-05-24-22-11-17 cloud cover : 0.00% INFO - L9 2023-05-24-22-11-17: sand: 0.00% ,whitewater: 0.00% ,water: 73.57% INFO - L9 2023-05-24-22-11-17: 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 139 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 2023-06-09-22-11-12 INFO - L9 2023-06-09-22-11-12 cloud cover : 0.00% INFO - L9 2023-06-09-22-11-12: sand: 0.06% ,whitewater: 14.95% ,water: 33.43% INFO - L9 2023-06-09-22-11-12: 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 144 INFO - Number of shoreline points after removing points within 300m of cloud mask 144 INFO - Number of shoreline points before removing points within 30m of no data pixel 144 INFO - Number of shoreline points after removing points within 30m of no data pixel 144 ERROR - Skipping L9 2023-06-25-22-11-08 due to cloud cover percentage exceeding cloud threshold: 90.38% > 10.00%. INFO - Processing image L9 2023-07-11-22-11-24 INFO - L9 2023-07-11-22-11-24 cloud cover : 6.88% INFO - L9 2023-07-11-22-11-24: sand: 0.00% ,whitewater: 0.24% ,water: 42.38% INFO - L9 2023-07-11-22-11-24: 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 98 INFO - Number of shoreline points after removing points within 300m of cloud mask 72 INFO - Number of shoreline points before removing points within 30m of no data pixel 72 INFO - Number of shoreline points after removing points within 30m of no data pixel 72 INFO - Processing image L9 2023-07-27-22-11-26 INFO - L9 2023-07-27-22-11-26 cloud cover : 0.00% INFO - L9 2023-07-27-22-11-26: sand: 0.00% ,whitewater: 0.07% ,water: 46.37% INFO - L9 2023-07-27-22-11-26: 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: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 145 INFO - Number of shoreline points after removing points within 300m of cloud mask 145 INFO - Number of shoreline points before removing points within 30m of no data pixel 145 INFO - Number of shoreline points after removing points within 30m of no data pixel 145 ERROR - Skipping L9 2023-08-12-22-11-35 due to cloud cover percentage exceeding cloud threshold: 34.52% > 10.00%. INFO - Processing image L9 2023-08-28-22-11-44 INFO - L9 2023-08-28-22-11-44 cloud cover : 0.00% INFO - L9 2023-08-28-22-11-44: sand: 1.95% ,whitewater: 3.34% ,water: 42.41% INFO - L9 2023-08-28-22-11-44: 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 140 INFO - Number of shoreline points after removing points within 300m of cloud mask 140 INFO - Number of shoreline points before removing points within 30m of no data pixel 140 INFO - Number of shoreline points after removing points within 30m of no data pixel 140 ERROR - Skipping L9 2023-09-13-22-11-53 due to cloud cover percentage exceeding cloud threshold: 80.82% > 10.00%. ERROR - Skipping L9 2023-10-15-22-12-03 due to cloud cover percentage exceeding cloud threshold: 75.26% > 10.00%. ERROR - Skipping L9 2023-11-16-22-12-00 due to cloud cover percentage exceeding cloud threshold: 91.42% > 10.00%. ERROR - Skipping L9 2024-02-04-22-12-07 due to cloud cover percentage exceeding cloud threshold: 37.50% > 10.00%. ERROR - Skipping L9 2024-03-07-22-12-00 due to cloud cover percentage exceeding cloud threshold: 52.48% > 10.00%. ERROR - Skipping L9 2024-03-23-22-11-55 due to cloud cover percentage exceeding cloud threshold: 94.81% > 10.00%. INFO - Processing image L9 2024-05-10-22-11-24 INFO - L9 2024-05-10-22-11-24 cloud cover : 0.00% INFO - L9 2024-05-10-22-11-24: sand: 0.32% ,whitewater: 1.66% ,water: 47.01% INFO - L9 2024-05-10-22-11-24: 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 137 INFO - Number of shoreline points after removing points within 300m of cloud mask 137 INFO - Number of shoreline points before removing points within 30m of no data pixel 137 INFO - Number of shoreline points after removing points within 30m of no data pixel 137 ERROR - Skipping L9 2024-05-26-22-11-12 due to cloud cover percentage exceeding cloud threshold: 64.18% > 10.00%. INFO - Processing image L9 2024-06-11-22-11-06 INFO - L9 2024-06-11-22-11-06 cloud cover : 0.00% INFO - L9 2024-06-11-22-11-06: sand: 0.00% ,whitewater: 0.08% ,water: 48.17% INFO - L9 2024-06-11-22-11-06: 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 136 INFO - Number of shoreline points after removing points within 300m of cloud mask 136 INFO - Number of shoreline points before removing points within 30m of no data pixel 136 INFO - Number of shoreline points after removing points within 30m of no data pixel 136 INFO - Processing image L9 2024-06-27-22-10-53 INFO - L9 2024-06-27-22-10-53 cloud cover : 0.00% INFO - L9 2024-06-27-22-10-53: sand: 0.00% ,whitewater: 1.67% ,water: 48.49% INFO - L9 2024-06-27-22-10-53: 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: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 142 INFO - Number of shoreline points after removing points within 300m of cloud mask 142 INFO - Number of shoreline points before removing points within 30m of no data pixel 142 INFO - Number of shoreline points after removing points within 30m of no data pixel 142 ERROR - Skipping L9 2024-08-14-22-11-24 due to cloud cover percentage exceeding cloud threshold: 83.75% > 10.00%.