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 2021-12-07-21-54-26 INFO - L9 2021-12-07-21-54-26 cloud cover : 1.10% INFO - L9 2021-12-07-21-54-26: sand: 0.08% ,whitewater: 2.14% ,water: 46.79% INFO - L9 2021-12-07-21-54-26: 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 318 INFO - Number of shoreline points after removing points within 300m of cloud mask 266 INFO - Number of shoreline points before removing points within 30m of no data pixel 266 INFO - Number of shoreline points after removing points within 30m of no data pixel 266 INFO - Processing image L9 2021-12-23-21-54-21 INFO - L9 2021-12-23-21-54-21 cloud cover : 0.00% INFO - L9 2021-12-23-21-54-21: sand: 0.24% ,whitewater: 0.00% ,water: 48.83% INFO - L9 2021-12-23-21-54-21: 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 324 INFO - Number of shoreline points after removing points within 300m of cloud mask 324 INFO - Number of shoreline points before removing points within 30m of no data pixel 324 INFO - Number of shoreline points after removing points within 30m of no data pixel 324 INFO - Processing image L9 2022-01-08-21-54-19 INFO - L9 2022-01-08-21-54-19 cloud cover : 0.00% INFO - L9 2022-01-08-21-54-19: sand: 0.01% ,whitewater: 1.87% ,water: 47.34% INFO - L9 2022-01-08-21-54-19: 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 325 INFO - Number of shoreline points after removing points within 300m of cloud mask 325 INFO - Number of shoreline points before removing points within 30m of no data pixel 325 INFO - Number of shoreline points after removing points within 30m of no data pixel 325 INFO - Processing image L9 2022-02-09-21-54-18 INFO - L9 2022-02-09-21-54-18 cloud cover : 1.96% INFO - L9 2022-02-09-21-54-18: sand: 0.21% ,whitewater: 1.58% ,water: 45.72% INFO - L9 2022-02-09-21-54-18: 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 287 INFO - Number of shoreline points after removing points within 300m of cloud mask 227 INFO - Number of shoreline points before removing points within 30m of no data pixel 227 INFO - Number of shoreline points after removing points within 30m of no data pixel 227 INFO - Processing image L9 2022-02-25-21-54-08 INFO - L9 2022-02-25-21-54-08 cloud cover : 0.00% INFO - L9 2022-02-25-21-54-08: sand: 0.45% ,whitewater: 2.51% ,water: 45.72% INFO - L9 2022-02-25-21-54-08: 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 322 INFO - Number of shoreline points after removing points within 300m of cloud mask 322 INFO - Number of shoreline points before removing points within 30m of no data pixel 322 INFO - Number of shoreline points after removing points within 30m of no data pixel 322 INFO - Processing image L9 2022-04-14-21-53-55 INFO - L9 2022-04-14-21-53-55 cloud cover : 0.00% INFO - L9 2022-04-14-21-53-55: sand: 0.00% ,whitewater: 8.40% ,water: 42.30% INFO - L9 2022-04-14-21-53-55: 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 330 INFO - Number of shoreline points after removing points within 300m of cloud mask 330 INFO - Number of shoreline points before removing points within 30m of no data pixel 330 INFO - Number of shoreline points after removing points within 30m of no data pixel 330 INFO - Processing image L9 2022-04-30-21-53-48 INFO - L9 2022-04-30-21-53-48 cloud cover : 0.00% INFO - L9 2022-04-30-21-53-48: sand: 0.00% ,whitewater: 3.46% ,water: 48.51% INFO - L9 2022-04-30-21-53-48: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 7 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 304 INFO - Number of shoreline points after removing points within 300m of cloud mask 304 INFO - Number of shoreline points before removing points within 30m of no data pixel 304 INFO - Number of shoreline points after removing points within 30m of no data pixel 304 INFO - Processing image L9 2022-07-03-21-53-56 INFO - L9 2022-07-03-21-53-56 cloud cover : 0.00% INFO - L9 2022-07-03-21-53-56: sand: 0.00% ,whitewater: 4.63% ,water: 51.92% INFO - L9 2022-07-03-21-53-56: 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 256 INFO - Number of shoreline points after removing points within 300m of cloud mask 256 INFO - Number of shoreline points before removing points within 30m of no data pixel 256 INFO - Number of shoreline points after removing points within 30m of no data pixel 256 INFO - Processing image L9 2022-08-04-21-54-10 INFO - L9 2022-08-04-21-54-10 cloud cover : 0.00% INFO - L9 2022-08-04-21-54-10: sand: 0.00% ,whitewater: 1.11% ,water: 51.73% INFO - L9 2022-08-04-21-54-10: 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 281 INFO - Number of shoreline points after removing points within 300m of cloud mask 281 INFO - Number of shoreline points before removing points within 30m of no data pixel 281 INFO - Number of shoreline points after removing points within 30m of no data pixel 281 ERROR - Skipping L9 2022-08-20-21-54-17 due to cloud cover percentage exceeding cloud threshold: 37.05% > 10.00%. INFO - Processing image L9 2022-10-07-21-54-26 INFO - L9 2022-10-07-21-54-26 cloud cover : 0.00% INFO - L9 2022-10-07-21-54-26: sand: 0.05% ,whitewater: 9.47% ,water: 38.01% INFO - L9 2022-10-07-21-54-26: 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 329 INFO - Number of shoreline points after removing points within 300m of cloud mask 329 INFO - Number of shoreline points before removing points within 30m of no data pixel 329 INFO - Number of shoreline points after removing points within 30m of no data pixel 329 INFO - Processing image L9 2022-10-23-21-54-31 INFO - L9 2022-10-23-21-54-31 cloud cover : 0.00% INFO - L9 2022-10-23-21-54-31: sand: 0.49% ,whitewater: 2.84% ,water: 44.59% INFO - L9 2022-10-23-21-54-31: Greater than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours2 INFO - Number of shorelines before removing shorelines < 500m: 6 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 332 INFO - Number of shoreline points after removing points within 300m of cloud mask 332 INFO - Number of shoreline points before removing points within 30m of no data pixel 332 INFO - Number of shoreline points after removing points within 30m of no data pixel 332 INFO - Processing image L9 2022-11-24-21-54-31 INFO - L9 2022-11-24-21-54-31 cloud cover : 0.00% INFO - L9 2022-11-24-21-54-31: sand: 0.56% ,whitewater: 0.03% ,water: 48.01% INFO - L9 2022-11-24-21-54-31: 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 322 INFO - Number of shoreline points after removing points within 300m of cloud mask 322 INFO - Number of shoreline points before removing points within 30m of no data pixel 322 INFO - Number of shoreline points after removing points within 30m of no data pixel 322 INFO - Processing image L9 2023-02-28-21-54-20 INFO - L9 2023-02-28-21-54-20 cloud cover : 0.00% INFO - L9 2023-02-28-21-54-20: sand: 0.00% ,whitewater: 8.51% ,water: 40.60% INFO - L9 2023-02-28-21-54-20: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 6 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 318 INFO - Number of shoreline points after removing points within 300m of cloud mask 318 INFO - Number of shoreline points before removing points within 30m of no data pixel 318 INFO - Number of shoreline points after removing points within 30m of no data pixel 318 ERROR - Skipping L9 2023-06-20-21-53-24 due to cloud cover percentage exceeding cloud threshold: 10.99% > 10.00%. INFO - Processing image L9 2023-10-10-21-54-14 INFO - L9 2023-10-10-21-54-14 cloud cover : 0.00% INFO - L9 2023-10-10-21-54-14: sand: 0.09% ,whitewater: 7.77% ,water: 40.52% INFO - L9 2023-10-10-21-54-14: 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 323 INFO - Number of shoreline points after removing points within 300m of cloud mask 323 INFO - Number of shoreline points before removing points within 30m of no data pixel 323 INFO - Number of shoreline points after removing points within 30m of no data pixel 323 INFO - Processing image L9 2023-11-11-21-54-15 INFO - L9 2023-11-11-21-54-15 cloud cover : 0.00% INFO - L9 2023-11-11-21-54-15: sand: 0.53% ,whitewater: 3.92% ,water: 43.49% INFO - L9 2023-11-11-21-54-15: 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 319 INFO - Number of shoreline points after removing points within 300m of cloud mask 319 INFO - Number of shoreline points before removing points within 30m of no data pixel 319 INFO - Number of shoreline points after removing points within 30m of no data pixel 319 INFO - Processing image L9 2023-11-27-21-54-23 INFO - L9 2023-11-27-21-54-23 cloud cover : 0.00% INFO - L9 2023-11-27-21-54-23: sand: 0.46% ,whitewater: 1.92% ,water: 46.31% INFO - L9 2023-11-27-21-54-23: 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 321 INFO - Number of shoreline points after removing points within 300m of cloud mask 321 INFO - Number of shoreline points before removing points within 30m of no data pixel 321 INFO - Number of shoreline points after removing points within 30m of no data pixel 321 INFO - Processing image L9 2023-12-13-21-54-22 INFO - L9 2023-12-13-21-54-22 cloud cover : 0.00% INFO - L9 2023-12-13-21-54-22: sand: 0.25% ,whitewater: 2.63% ,water: 46.01% INFO - L9 2023-12-13-21-54-22: 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 323 INFO - Number of shoreline points after removing points within 300m of cloud mask 323 INFO - Number of shoreline points before removing points within 30m of no data pixel 323 INFO - Number of shoreline points after removing points within 30m of no data pixel 323 INFO - Processing image L9 2024-01-14-21-54-21 INFO - L9 2024-01-14-21-54-21 cloud cover : 6.03% INFO - L9 2024-01-14-21-54-21: sand: 0.37% ,whitewater: 0.13% ,water: 44.80% INFO - L9 2024-01-14-21-54-21: 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 232 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 2024-02-15-21-54-18 INFO - L9 2024-02-15-21-54-18 cloud cover : 0.00% INFO - L9 2024-02-15-21-54-18: sand: 0.35% ,whitewater: 0.56% ,water: 48.26% INFO - L9 2024-02-15-21-54-18: 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 323 INFO - Number of shoreline points after removing points within 300m of cloud mask 323 INFO - Number of shoreline points before removing points within 30m of no data pixel 323 INFO - Number of shoreline points after removing points within 30m of no data pixel 323 INFO - Processing image L9 2024-04-03-21-54-04 INFO - L9 2024-04-03-21-54-04 cloud cover : 0.00% INFO - L9 2024-04-03-21-54-04: sand: 0.02% ,whitewater: 0.91% ,water: 49.34% INFO - L9 2024-04-03-21-54-04: 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 308 INFO - Number of shoreline points after removing points within 300m of cloud mask 308 INFO - Number of shoreline points before removing points within 30m of no data pixel 308 INFO - Number of shoreline points after removing points within 30m of no data pixel 308 INFO - Processing image L9 2024-05-05-21-53-40 INFO - L9 2024-05-05-21-53-40 cloud cover : 0.00% INFO - L9 2024-05-05-21-53-40: sand: 0.04% ,whitewater: 4.76% ,water: 45.71% INFO - L9 2024-05-05-21-53-40: 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 280 INFO - Number of shoreline points after removing points within 300m of cloud mask 280 INFO - Number of shoreline points before removing points within 30m of no data pixel 280 INFO - Number of shoreline points after removing points within 30m of no data pixel 280 ERROR - Skipping L9 2024-07-08-21-53-25 due to cloud cover percentage exceeding cloud threshold: 79.04% > 10.00%. INFO - Processing image L9 2024-07-24-21-53-29 INFO - L9 2024-07-24-21-53-29 cloud cover : 0.00% INFO - L9 2024-07-24-21-53-29: sand: 0.00% ,whitewater: 6.77% ,water: 47.68% INFO - L9 2024-07-24-21-53-29: 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 278 INFO - Number of shoreline points after removing points within 300m of cloud mask 278 INFO - Number of shoreline points before removing points within 30m of no data pixel 278 INFO - Number of shoreline points after removing points within 30m of no data pixel 278 ERROR - Skipping L9 2024-08-09-21-53-37 due to cloud cover percentage exceeding cloud threshold: 79.44% > 10.00%.