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 2021-12-21-22-06-19 due to cloud cover percentage exceeding cloud threshold: 34.64% > 10.00%. ERROR - Skipping L9 2022-01-22-22-06-18 due to cloud cover percentage exceeding cloud threshold: 94.99% > 10.00%. INFO - Processing image L9 2022-02-23-22-06-08 INFO - L9 2022-02-23-22-06-08 cloud cover : 0.00% INFO - L9 2022-02-23-22-06-08: sand: 0.00% ,whitewater: 1.15% ,water: 49.42% INFO - L9 2022-02-23-22-06-08: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 189 INFO - Number of shoreline points after removing points within 300m of cloud mask 189 INFO - Number of shoreline points before removing points within 30m of no data pixel 189 INFO - Number of shoreline points after removing points within 30m of no data pixel 189 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: 0.00% ,whitewater: 3.97% ,water: 47.40% INFO - L9 2022-03-27-22-05-58: 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 209 INFO - Number of shoreline points after removing points within 300m of cloud mask 209 INFO - Number of shoreline points before removing points within 30m of no data pixel 209 INFO - Number of shoreline points after removing points within 30m of no data pixel 209 ERROR - Skipping L9 2022-04-28-22-05-47 due to cloud cover percentage exceeding cloud threshold: 86.40% > 10.00%. ERROR - Skipping L9 2022-06-15-22-05-39 due to cloud cover percentage exceeding cloud threshold: 12.38% > 10.00%. ERROR - Skipping L9 2022-07-01-22-05-54 due to cloud cover percentage exceeding cloud threshold: 28.98% > 10.00%. INFO - Processing image L9 2022-08-02-22-06-07 INFO - L9 2022-08-02-22-06-07 cloud cover : 2.06% INFO - L9 2022-08-02-22-06-07: sand: 0.00% ,whitewater: 5.04% ,water: 43.74% INFO - L9 2022-08-02-22-06-07: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 199 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 INFO - Processing image L9 2022-09-03-22-06-16 INFO - L9 2022-09-03-22-06-16 cloud cover : 0.00% INFO - L9 2022-09-03-22-06-16: sand: 0.00% ,whitewater: 3.19% ,water: 47.89% INFO - L9 2022-09-03-22-06-16: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 214 INFO - Number of shoreline points after removing points within 300m of cloud mask 214 INFO - Number of shoreline points before removing points within 30m of no data pixel 214 INFO - Number of shoreline points after removing points within 30m of no data pixel 214 ERROR - Skipping L9 2022-10-05-22-06-22 due to cloud cover percentage exceeding cloud threshold: 44.75% > 10.00%. 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: 0.00% ,whitewater: 6.13% ,water: 45.42% INFO - L9 2022-10-21-22-06-29: 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 231 INFO - Number of shoreline points after removing points within 300m of cloud mask 231 INFO - Number of shoreline points before removing points within 30m of no data pixel 231 INFO - Number of shoreline points after removing points within 30m of no data pixel 231 ERROR - Skipping L9 2022-11-22-22-06-29 due to cloud cover percentage exceeding cloud threshold: 56.36% > 10.00%. ERROR - Skipping L9 2022-12-24-22-06-26 due to cloud cover percentage exceeding cloud threshold: 20.91% > 10.00%. ERROR - Skipping L9 2023-01-25-22-06-25 due to cloud cover percentage exceeding cloud threshold: 92.45% > 10.00%. 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: 0.00% ,whitewater: 4.13% ,water: 46.57% INFO - L9 2023-03-14-22-06-11: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 7 shorelines. Number of shorelines after filtering shorelines: 2 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 2023-03-30-22-05-59 INFO - L9 2023-03-30-22-05-59 cloud cover : 0.00% INFO - L9 2023-03-30-22-05-59: sand: 0.00% ,whitewater: 0.11% ,water: 50.56% INFO - L9 2023-03-30-22-05-59: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 9 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 212 INFO - Number of shoreline points after removing points within 300m of cloud mask 212 INFO - Number of shoreline points before removing points within 30m of no data pixel 212 INFO - Number of shoreline points after removing points within 30m of no data pixel 212 ERROR - Skipping L9 2023-06-02-22-05-29 due to cloud cover percentage exceeding cloud threshold: 74.53% > 10.00%. INFO - Processing image L9 2023-06-18-22-05-21 INFO - L9 2023-06-18-22-05-21 cloud cover : 2.31% INFO - L9 2023-06-18-22-05-21: sand: 0.00% ,whitewater: 0.40% ,water: 50.31% INFO - L9 2023-06-18-22-05-21: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 176 INFO - Number of shoreline points after removing points within 300m of cloud mask 125 INFO - Number of shoreline points before removing points within 30m of no data pixel 125 INFO - Number of shoreline points after removing points within 30m of no data pixel 125 INFO - Processing image L9 2023-08-05-22-05-47 INFO - L9 2023-08-05-22-05-47 cloud cover : 7.70% INFO - L9 2023-08-05-22-05-47: sand: 0.00% ,whitewater: 10.95% ,water: 35.98% INFO - L9 2023-08-05-22-05-47: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 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 74 INFO - Number of shoreline points before removing points within 30m of no data pixel 74 INFO - Number of shoreline points after removing points within 30m of no data pixel 74 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: 0.00% ,whitewater: 14.74% ,water: 36.69% INFO - L9 2023-08-21-22-05-52: 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 230 INFO - Number of shoreline points after removing points within 300m of cloud mask 230 INFO - Number of shoreline points before removing points within 30m of no data pixel 230 INFO - Number of shoreline points after removing points within 30m of no data pixel 230 INFO - Processing image L9 2023-10-08-22-06-10 INFO - L9 2023-10-08-22-06-10 cloud cover : 6.74% INFO - L9 2023-10-08-22-06-10: sand: 0.00% ,whitewater: 6.33% ,water: 46.38% INFO - L9 2023-10-08-22-06-10: 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: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 218 INFO - Number of shoreline points after removing points within 300m of cloud mask 210 INFO - Number of shoreline points before removing points within 30m of no data pixel 210 INFO - Number of shoreline points after removing points within 30m of no data pixel 210 ERROR - Skipping L9 2023-10-24-22-06-16 due to cloud cover percentage exceeding cloud threshold: 10.58% > 10.00%. INFO - Processing image L9 2023-11-09-22-06-12 INFO - L9 2023-11-09-22-06-12 cloud cover : 0.00% INFO - L9 2023-11-09-22-06-12: sand: 0.00% ,whitewater: 0.18% ,water: 50.51% INFO - L9 2023-11-09-22-06-12: 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 211 INFO - Number of shoreline points after removing points within 300m of cloud mask 211 INFO - Number of shoreline points before removing points within 30m of no data pixel 211 INFO - Number of shoreline points after removing points within 30m of no data pixel 211 INFO - Processing image L9 2023-11-25-22-06-20 INFO - L9 2023-11-25-22-06-20 cloud cover : 2.71% INFO - L9 2023-11-25-22-06-20: sand: 0.00% ,whitewater: 0.93% ,water: 48.38% INFO - L9 2023-11-25-22-06-20: 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 232 INFO - Number of shoreline points after removing points within 300m of cloud mask 232 INFO - Number of shoreline points before removing points within 30m of no data pixel 232 INFO - Number of shoreline points after removing points within 30m of no data pixel 232 ERROR - Skipping L9 2023-12-27-22-06-21 due to cloud cover percentage exceeding cloud threshold: 39.18% > 10.00%. 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: 0.00% ,whitewater: 0.95% ,water: 51.11% INFO - L9 2024-01-12-22-06-18: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 230 INFO - Number of shoreline points after removing points within 300m of cloud mask 230 INFO - Number of shoreline points before removing points within 30m of no data pixel 230 INFO - Number of shoreline points after removing points within 30m of no data pixel 230 INFO - Processing image L9 2024-01-28-22-06-18 INFO - L9 2024-01-28-22-06-18 cloud cover : 7.43% INFO - L9 2024-01-28-22-06-18: sand: 0.00% ,whitewater: 6.16% ,water: 44.30% INFO - L9 2024-01-28-22-06-18: 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 220 INFO - Number of shoreline points after removing points within 300m of cloud mask 207 INFO - Number of shoreline points before removing points within 30m of no data pixel 207 INFO - Number of shoreline points after removing points within 30m of no data pixel 207 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: 0.00% ,whitewater: 1.75% ,water: 49.75% INFO - L9 2024-02-13-22-06-17: 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 222 INFO - Number of shoreline points after removing points within 300m of cloud mask 222 INFO - Number of shoreline points before removing points within 30m of no data pixel 222 INFO - Number of shoreline points after removing points within 30m of no data pixel 222 ERROR - Skipping L9 2024-02-29-22-06-11 due to cloud cover percentage exceeding cloud threshold: 34.61% > 10.00%. INFO - Processing image L9 2024-04-01-22-06-02 INFO - L9 2024-04-01-22-06-02 cloud cover : 0.38% INFO - L9 2024-04-01-22-06-02: sand: 0.00% ,whitewater: 5.77% ,water: 45.25% INFO - L9 2024-04-01-22-06-02: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 8 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 165 INFO - Number of shoreline points after removing points within 300m of cloud mask 165 INFO - Number of shoreline points before removing points within 30m of no data pixel 165 INFO - Number of shoreline points after removing points within 30m of no data pixel 165 INFO - Processing image L9 2024-04-17-22-05-51 INFO - L9 2024-04-17-22-05-51 cloud cover : 0.00% INFO - L9 2024-04-17-22-05-51: sand: 0.00% ,whitewater: 6.26% ,water: 46.29% INFO - L9 2024-04-17-22-05-51: 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 229 INFO - Number of shoreline points after removing points within 300m of cloud mask 229 INFO - Number of shoreline points before removing points within 30m of no data pixel 229 INFO - Number of shoreline points after removing points within 30m of no data pixel 229 INFO - Processing image L9 2024-05-03-22-05-38 INFO - L9 2024-05-03-22-05-38 cloud cover : 7.32% INFO - L9 2024-05-03-22-05-38: sand: 0.00% ,whitewater: 4.26% ,water: 42.54% INFO - L9 2024-05-03-22-05-38: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 130 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 2024-06-20-22-05-06 INFO - L9 2024-06-20-22-05-06 cloud cover : 4.90% INFO - L9 2024-06-20-22-05-06: sand: 0.00% ,whitewater: 0.00% ,water: 48.51% INFO - L9 2024-06-20-22-05-06: 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 100 INFO - Number of shoreline points after removing points within 300m of cloud mask 48 INFO - Number of shoreline points before removing points within 30m of no data pixel 48 INFO - Number of shoreline points after removing points within 30m of no data pixel 48 ERROR - Skipping L9 2024-07-06-22-05-21 due to cloud cover percentage exceeding cloud threshold: 90.51% > 10.00%. INFO - Processing image L9 2024-07-22-22-05-28 INFO - L9 2024-07-22-22-05-28 cloud cover : 0.00% INFO - L9 2024-07-22-22-05-28: sand: 0.00% ,whitewater: 5.68% ,water: 46.90% INFO - L9 2024-07-22-22-05-28: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 3 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 235 INFO - Number of shoreline points after removing points within 300m of cloud mask 235 INFO - Number of shoreline points before removing points within 30m of no data pixel 235 INFO - Number of shoreline points after removing points within 30m of no data pixel 235