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: 41.36% > 10.00%. ERROR - Skipping L9 2021-12-05-22-06-25 due to cloud cover percentage exceeding cloud threshold: 40.26% > 10.00%. ERROR - Skipping L9 2021-12-21-22-05-55 due to cloud cover percentage exceeding cloud threshold: 67.80% > 10.00%. ERROR - Skipping L9 2021-12-21-22-06-19 due to cloud cover percentage exceeding cloud threshold: 80.13% > 10.00%. ERROR - Skipping L9 2022-01-22-22-05-54 due to cloud cover percentage exceeding cloud threshold: 54.87% > 10.00%. ERROR - Skipping L9 2022-01-22-22-06-18 due to cloud cover percentage exceeding cloud threshold: 62.46% > 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: 4.04% ,whitewater: 0.10% ,water: 49.57% INFO - L9 2022-02-23-22-05-44: 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 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 ERROR - Skipping L9 2022-02-23-22-06-08 due to cloud cover percentage exceeding cloud threshold: 25.87% > 10.00%. 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: 5.00% ,whitewater: 0.61% ,water: 48.76% INFO - L9 2022-03-11-22-05-39: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 INFO - Processing image L9 2022-03-11-22-06-03 INFO - L9 2022-03-11-22-06-03 cloud cover : 0.00% INFO - L9 2022-03-11-22-06-03: sand: 5.08% ,whitewater: 0.63% ,water: 48.79% INFO - L9 2022-03-11-22-06-03: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 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: 5.82% ,whitewater: 0.35% ,water: 48.09% INFO - L9 2022-03-27-22-05-34: 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 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 L9 2022-03-27-22-05-58 INFO - L9 2022-03-27-22-05-58 cloud cover : 0.00% INFO - L9 2022-03-27-22-05-58: sand: 5.91% ,whitewater: 0.40% ,water: 47.98% INFO - L9 2022-03-27-22-05-58: 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 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 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: 55.06% 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: 3 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 INFO - Processing image L9 2022-05-30-22-05-33 INFO - L9 2022-05-30-22-05-33 cloud cover : 0.00% INFO - L9 2022-05-30-22-05-33: sand: 0.00% ,whitewater: 0.00% ,water: 54.83% INFO - L9 2022-05-30-22-05-33: 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 190 INFO - Number of shoreline points after removing points within 300m of cloud mask 190 INFO - Number of shoreline points before removing points within 30m of no data pixel 190 INFO - Number of shoreline points after removing points within 30m of no data pixel 190 ERROR - Skipping L9 2022-06-15-22-05-16 due to cloud cover percentage exceeding cloud threshold: 27.95% > 10.00%. INFO - Processing image L9 2022-06-15-22-05-39 INFO - L9 2022-06-15-22-05-39 cloud cover : 9.63% INFO - L9 2022-06-15-22-05-39: sand: 2.09% ,whitewater: 0.41% ,water: 47.48% INFO - L9 2022-06-15-22-05-39: 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 100 INFO - Number of shoreline points after removing points within 300m of cloud mask 78 INFO - Number of shoreline points before removing points within 30m of no data pixel 78 INFO - Number of shoreline points after removing points within 30m of no data pixel 78 ERROR - Skipping L9 2022-07-01-22-05-30 due to cloud cover percentage exceeding cloud threshold: 64.35% > 10.00%. ERROR - Skipping L9 2022-07-01-22-05-54 due to cloud cover percentage exceeding cloud threshold: 47.95% > 10.00%. INFO - Processing image L9 2022-08-02-22-05-43 INFO - L9 2022-08-02-22-05-43 cloud cover : 0.00% INFO - L9 2022-08-02-22-05-43: sand: 0.96% ,whitewater: 0.00% ,water: 60.27% INFO - L9 2022-08-02-22-05-43: 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 146 INFO - Number of shoreline points after removing points within 300m of cloud mask 146 INFO - Number of shoreline points before removing points within 30m of no data pixel 146 INFO - Number of shoreline points after removing points within 30m of no data pixel 146 INFO - Processing image L9 2022-08-02-22-06-07 INFO - L9 2022-08-02-22-06-07 cloud cover : 0.00% INFO - L9 2022-08-02-22-06-07: sand: 1.03% ,whitewater: 0.00% ,water: 59.88% INFO - L9 2022-08-02-22-06-07: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 INFO - Processing image L9 2022-10-21-22-06-05 INFO - L9 2022-10-21-22-06-05 cloud cover : 0.00% INFO - L9 2022-10-21-22-06-05: sand: 6.55% ,whitewater: 0.36% ,water: 47.64% INFO - L9 2022-10-21-22-06-05: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 INFO - Processing image L9 2022-10-21-22-06-29 INFO - L9 2022-10-21-22-06-29 cloud cover : 0.00% INFO - L9 2022-10-21-22-06-29: sand: 6.57% ,whitewater: 0.42% ,water: 47.64% INFO - L9 2022-10-21-22-06-29: 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 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 INFO - Processing image L9 2023-01-25-22-06-01 INFO - L9 2023-01-25-22-06-01 cloud cover : 0.00% INFO - L9 2023-01-25-22-06-01: sand: 3.85% ,whitewater: 0.41% ,water: 49.63% INFO - L9 2023-01-25-22-06-01: 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 190 INFO - Number of shoreline points after removing points within 300m of cloud mask 190 INFO - Number of shoreline points before removing points within 30m of no data pixel 190 INFO - Number of shoreline points after removing points within 30m of no data pixel 190 INFO - Processing image L9 2023-01-25-22-06-25 INFO - L9 2023-01-25-22-06-25 cloud cover : 0.00% INFO - L9 2023-01-25-22-06-25: sand: 3.89% ,whitewater: 0.46% ,water: 49.70% INFO - L9 2023-01-25-22-06-25: 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 192 INFO - Number of shoreline points after removing points within 300m of cloud mask 192 INFO - Number of shoreline points before removing points within 30m of no data pixel 192 INFO - Number of shoreline points after removing points within 30m of no data pixel 192 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: 5.18% ,whitewater: 0.09% ,water: 48.61% INFO - L9 2023-03-14-22-05-47: 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 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 INFO - Processing image L9 2023-03-14-22-06-11 INFO - L9 2023-03-14-22-06-11 cloud cover : 0.00% INFO - L9 2023-03-14-22-06-11: sand: 5.16% ,whitewater: 0.10% ,water: 48.75% INFO - L9 2023-03-14-22-06-11: 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 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 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: 5.60% ,whitewater: 0.01% ,water: 48.13% INFO - L9 2023-03-30-22-05-35: 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 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 INFO - Processing image L9 2023-03-30-22-05-59 INFO - L9 2023-03-30-22-05-59 cloud cover : 0.00% INFO - L9 2023-03-30-22-05-59: sand: 5.76% ,whitewater: 0.05% ,water: 48.12% INFO - L9 2023-03-30-22-05-59: 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 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 INFO - Processing image L9 2023-05-01-22-05-20 INFO - L9 2023-05-01-22-05-20 cloud cover : 0.00% INFO - L9 2023-05-01-22-05-20: sand: 0.00% ,whitewater: 0.00% ,water: 1.12% INFO - L9 2023-05-01-22-05-20: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 19 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 65 INFO - Number of shoreline points after removing points within 300m of cloud mask 65 INFO - Number of shoreline points before removing points within 30m of no data pixel 65 INFO - Number of shoreline points after removing points within 30m of no data pixel 65 INFO - Processing image L9 2023-06-02-22-05-05 INFO - L9 2023-06-02-22-05-05 cloud cover : 4.57% INFO - L9 2023-06-02-22-05-05: sand: 3.88% ,whitewater: 1.06% ,water: 45.22% INFO - L9 2023-06-02-22-05-05: 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 177 INFO - Number of shoreline points after removing points within 300m of cloud mask 152 INFO - Number of shoreline points before removing points within 30m of no data pixel 152 INFO - Number of shoreline points after removing points within 30m of no data pixel 152 INFO - Processing image L9 2023-06-02-22-05-29 INFO - L9 2023-06-02-22-05-29 cloud cover : 0.00% INFO - L9 2023-06-02-22-05-29: sand: 4.10% ,whitewater: 1.33% ,water: 46.46% INFO - L9 2023-06-02-22-05-29: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 INFO - Processing image L9 2023-06-18-22-04-57 INFO - L9 2023-06-18-22-04-57 cloud cover : 0.00% INFO - L9 2023-06-18-22-04-57: sand: 2.59% ,whitewater: 0.32% ,water: 51.98% INFO - L9 2023-06-18-22-04-57: 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 190 INFO - Number of shoreline points after removing points within 300m of cloud mask 190 INFO - Number of shoreline points before removing points within 30m of no data pixel 190 INFO - Number of shoreline points after removing points within 30m of no data pixel 190 INFO - Processing image L9 2023-06-18-22-05-21 INFO - L9 2023-06-18-22-05-21 cloud cover : 0.00% INFO - L9 2023-06-18-22-05-21: sand: 2.75% ,whitewater: 0.47% ,water: 51.60% INFO - L9 2023-06-18-22-05-21: 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 190 INFO - Number of shoreline points after removing points within 300m of cloud mask 190 INFO - Number of shoreline points before removing points within 30m of no data pixel 190 INFO - Number of shoreline points after removing points within 30m of no data pixel 190 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: 2.54% ,whitewater: 0.07% ,water: 51.56% INFO - L9 2023-08-05-22-05-23: 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 190 INFO - Number of shoreline points after removing points within 300m of cloud mask 190 INFO - Number of shoreline points before removing points within 30m of no data pixel 190 INFO - Number of shoreline points after removing points within 30m of no data pixel 190 INFO - Processing image L9 2023-08-05-22-05-47 INFO - L9 2023-08-05-22-05-47 cloud cover : 0.00% INFO - L9 2023-08-05-22-05-47: sand: 2.58% ,whitewater: 0.10% ,water: 51.51% INFO - L9 2023-08-05-22-05-47: 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 192 INFO - Number of shoreline points after removing points within 300m of cloud mask 192 INFO - Number of shoreline points before removing points within 30m of no data pixel 192 INFO - Number of shoreline points after removing points within 30m of no data pixel 192 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: 3.10% ,whitewater: 0.17% ,water: 50.59% INFO - L9 2023-08-21-22-05-28: 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 190 INFO - Number of shoreline points after removing points within 300m of cloud mask 190 INFO - Number of shoreline points before removing points within 30m of no data pixel 190 INFO - Number of shoreline points after removing points within 30m of no data pixel 190 INFO - Processing image L9 2023-08-21-22-05-52 INFO - L9 2023-08-21-22-05-52 cloud cover : 0.00% INFO - L9 2023-08-21-22-05-52: sand: 3.21% ,whitewater: 0.20% ,water: 50.62% INFO - L9 2023-08-21-22-05-52: 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 192 INFO - Number of shoreline points after removing points within 300m of cloud mask 192 INFO - Number of shoreline points before removing points within 30m of no data pixel 192 INFO - Number of shoreline points after removing points within 30m of no data pixel 192 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: 6.20% ,whitewater: 0.35% ,water: 47.93% INFO - L9 2023-11-25-22-05-56: 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 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 INFO - Processing image L9 2023-11-25-22-06-20 INFO - L9 2023-11-25-22-06-20 cloud cover : 0.00% INFO - L9 2023-11-25-22-06-20: sand: 6.20% ,whitewater: 0.40% ,water: 48.08% INFO - L9 2023-11-25-22-06-20: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 ERROR - Skipping L9 2023-12-11-22-05-54 due to cloud cover percentage exceeding cloud threshold: 71.01% > 10.00%. ERROR - Skipping L9 2023-12-11-22-06-18 due to cloud cover percentage exceeding cloud threshold: 70.97% > 10.00%. INFO - Processing image L9 2023-12-27-22-05-57 INFO - L9 2023-12-27-22-05-57 cloud cover : 0.00% INFO - L9 2023-12-27-22-05-57: sand: 4.88% ,whitewater: 0.15% ,water: 48.14% INFO - L9 2023-12-27-22-05-57: 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 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 L9 2023-12-27-22-06-21 INFO - L9 2023-12-27-22-06-21 cloud cover : 0.00% INFO - L9 2023-12-27-22-06-21: sand: 4.82% ,whitewater: 0.14% ,water: 48.28% INFO - L9 2023-12-27-22-06-21: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 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: 5.49% ,whitewater: 0.05% ,water: 48.42% INFO - L9 2024-01-12-22-05-54: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 INFO - Processing image L9 2024-01-12-22-06-18 INFO - L9 2024-01-12-22-06-18 cloud cover : 0.00% INFO - L9 2024-01-12-22-06-18: sand: 5.44% ,whitewater: 0.11% ,water: 48.48% INFO - L9 2024-01-12-22-06-18: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 184 INFO - Number of shoreline points before removing points within 30m of no data pixel 184 INFO - Number of shoreline points after removing points within 30m of no data pixel 184 INFO - Processing image L9 2024-01-28-22-05-54 INFO - L9 2024-01-28-22-05-54 cloud cover : 0.00% INFO - L9 2024-01-28-22-05-54: sand: 3.82% ,whitewater: 0.78% ,water: 49.13% INFO - L9 2024-01-28-22-05-54: 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 198 INFO - Number of shoreline points after removing points within 300m of cloud mask 198 INFO - Number of shoreline points before removing points within 30m of no data pixel 198 INFO - Number of shoreline points after removing points within 30m of no data pixel 198 INFO - Processing image L9 2024-01-28-22-06-18 INFO - L9 2024-01-28-22-06-18 cloud cover : 0.00% INFO - L9 2024-01-28-22-06-18: sand: 3.81% ,whitewater: 0.84% ,water: 49.19% INFO - L9 2024-01-28-22-06-18: 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 194 INFO - Number of shoreline points after removing points within 300m of cloud mask 194 INFO - Number of shoreline points before removing points within 30m of no data pixel 194 INFO - Number of shoreline points after removing points within 30m of no data pixel 194 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: 4.54% ,whitewater: 0.58% ,water: 49.31% INFO - L9 2024-02-13-22-05-53: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 202 INFO - Number of shoreline points after removing points within 300m of cloud mask 202 INFO - Number of shoreline points before removing points within 30m of no data pixel 202 INFO - Number of shoreline points after removing points within 30m of no data pixel 202 INFO - Processing image L9 2024-02-13-22-06-17 INFO - L9 2024-02-13-22-06-17 cloud cover : 0.00% INFO - L9 2024-02-13-22-06-17: sand: 4.57% ,whitewater: 0.58% ,water: 49.35% INFO - L9 2024-02-13-22-06-17: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 204 INFO - Number of shoreline points after removing points within 300m of cloud mask 204 INFO - Number of shoreline points before removing points within 30m of no data pixel 204 INFO - Number of shoreline points after removing points within 30m of no data pixel 204 INFO - Processing image L9 2024-02-29-22-05-47 INFO - L9 2024-02-29-22-05-47 cloud cover : 1.80% INFO - L9 2024-02-29-22-05-47: sand: 5.54% ,whitewater: 0.11% ,water: 48.50% INFO - L9 2024-02-29-22-05-47: 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 184 INFO - Number of shoreline points after removing points within 300m of cloud mask 156 INFO - Number of shoreline points before removing points within 30m of no data pixel 156 INFO - Number of shoreline points after removing points within 30m of no data pixel 156 INFO - Processing image L9 2024-02-29-22-06-11 INFO - L9 2024-02-29-22-06-11 cloud cover : 6.12% INFO - L9 2024-02-29-22-06-11: sand: 5.63% ,whitewater: 0.16% ,water: 48.73% INFO - L9 2024-02-29-22-06-11: 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 186 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 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: 5.18% ,whitewater: 0.00% ,water: 48.28% INFO - L9 2024-03-16-22-05-47: 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 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 INFO - Processing image L9 2024-03-16-22-06-11 INFO - L9 2024-03-16-22-06-11 cloud cover : 0.00% INFO - L9 2024-03-16-22-06-11: sand: 5.32% ,whitewater: 0.00% ,water: 48.31% INFO - L9 2024-03-16-22-06-11: 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 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 2024-04-01-22-05-38 INFO - L9 2024-04-01-22-05-38 cloud cover : 0.00% INFO - L9 2024-04-01-22-05-38: sand: 4.99% ,whitewater: 0.03% ,water: 48.18% INFO - L9 2024-04-01-22-05-38: 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 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 2024-04-01-22-06-02 INFO - L9 2024-04-01-22-06-02 cloud cover : 0.00% INFO - L9 2024-04-01-22-06-02: sand: 5.11% ,whitewater: 0.04% ,water: 48.15% INFO - L9 2024-04-01-22-06-02: 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 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 ERROR - Skipping L9 2024-04-17-22-05-27 due to cloud cover percentage exceeding cloud threshold: 74.80% > 10.00%. ERROR - Skipping L9 2024-04-17-22-05-51 due to cloud cover percentage exceeding cloud threshold: 68.60% > 10.00%. INFO - Processing image L9 2024-05-03-22-05-14 INFO - L9 2024-05-03-22-05-14 cloud cover : 0.00% INFO - L9 2024-05-03-22-05-14: sand: 6.04% ,whitewater: 0.03% ,water: 48.36% INFO - L9 2024-05-03-22-05-14: 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 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 2024-05-03-22-05-38 INFO - L9 2024-05-03-22-05-38 cloud cover : 0.00% INFO - L9 2024-05-03-22-05-38: sand: 6.16% ,whitewater: 0.09% ,water: 48.17% INFO - L9 2024-05-03-22-05-38: 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 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 2024-07-06-22-04-57 INFO - L9 2024-07-06-22-04-57 cloud cover : 0.00% INFO - L9 2024-07-06-22-04-57: sand: 3.10% ,whitewater: 0.05% ,water: 51.76% INFO - L9 2024-07-06-22-04-57: 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 L9 2024-07-06-22-05-21 INFO - L9 2024-07-06-22-05-21 cloud cover : 0.00% INFO - L9 2024-07-06-22-05-21: sand: 3.30% ,whitewater: 0.07% ,water: 51.55% INFO - L9 2024-07-06-22-05-21: 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 188 INFO - Number of shoreline points after removing points within 300m of cloud mask 188 INFO - Number of shoreline points before removing points within 30m of no data pixel 188 INFO - Number of shoreline points after removing points within 30m of no data pixel 188 ERROR - Skipping L9 2024-07-22-22-05-04 due to cloud cover percentage exceeding cloud threshold: 93.25% > 10.00%. ERROR - Skipping L9 2024-07-22-22-05-28 due to cloud cover percentage exceeding cloud threshold: 88.92% > 10.00%.