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 : 6.59% INFO - L9 2021-12-07-21-54-26: sand: 0.08% ,whitewater: 1.78% ,water: 45.96% 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: 12 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 50 INFO - Number of shoreline points after removing points within 300m of cloud mask 45 INFO - Number of shoreline points before removing points within 30m of no data pixel 45 INFO - Number of shoreline points after removing points within 30m of no data pixel 45 INFO - Processing image L9 2021-12-23-21-54-21 INFO - L9 2021-12-23-21-54-21 cloud cover : 0.50% INFO - L9 2021-12-23-21-54-21: sand: 0.22% ,whitewater: 0.19% ,water: 50.37% INFO - L9 2021-12-23-21-54-21: 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: 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 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: 0.24% ,whitewater: 0.41% ,water: 50.25% 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: 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 ERROR - Skipping L9 2022-02-09-21-54-18 due to cloud cover percentage exceeding cloud threshold: 73.06% > 10.00%. INFO - Processing image L9 2022-02-25-21-54-08 INFO - L9 2022-02-25-21-54-08 cloud cover : 3.15% INFO - L9 2022-02-25-21-54-08: sand: 0.65% ,whitewater: 2.88% ,water: 44.17% 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: 2 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 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: 6.34% ,water: 44.49% 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 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 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: 1.82% ,water: 48.98% 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: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 205 INFO - Number of shoreline points after removing points within 300m of cloud mask 205 INFO - Number of shoreline points before removing points within 30m of no data pixel 205 INFO - Number of shoreline points after removing points within 30m of no data pixel 205 ERROR - Skipping L9 2022-06-17-21-53-43 due to cloud cover percentage exceeding cloud threshold: 65.68% > 10.00%. 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: 2.13% ,water: 49.85% 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: 2 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 181 INFO - Number of shoreline points after removing points within 300m of cloud mask 181 INFO - Number of shoreline points before removing points within 30m of no data pixel 181 INFO - Number of shoreline points after removing points within 30m of no data pixel 181 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: 0.19% ,water: 50.65% 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: 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 2022-08-20-21-54-17 INFO - L9 2022-08-20-21-54-17 cloud cover : 0.00% INFO - L9 2022-08-20-21-54-17: sand: 0.00% ,whitewater: 0.92% ,water: 49.28% INFO - L9 2022-08-20-21-54-17: 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 201 INFO - Number of shoreline points after removing points within 300m of cloud mask 201 INFO - Number of shoreline points before removing points within 30m of no data pixel 201 INFO - Number of shoreline points after removing points within 30m of no data pixel 201 INFO - Processing image L9 2022-09-05-21-54-18 INFO - L9 2022-09-05-21-54-18 cloud cover : 7.72% INFO - L9 2022-09-05-21-54-18: sand: 0.00% ,whitewater: 7.81% ,water: 44.71% INFO - L9 2022-09-05-21-54-18: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 10 shorelines. Number of shorelines after filtering shorelines: 1 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 106 INFO - Number of shoreline points before removing points within 30m of no data pixel 106 INFO - Number of shoreline points after removing points within 30m of no data pixel 106 ERROR - Skipping L9 2022-10-07-21-54-26 due to cloud cover percentage exceeding cloud threshold: 18.74% > 10.00%. 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: 0.07% ,whitewater: 1.59% ,water: 47.71% INFO - L9 2022-10-23-21-54-31: 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 200 INFO - Number of shoreline points after removing points within 300m of cloud mask 200 INFO - Number of shoreline points before removing points within 30m of no data pixel 200 INFO - Number of shoreline points after removing points within 30m of no data pixel 200 ERROR - Skipping L9 2022-11-24-21-54-31 due to cloud cover percentage exceeding cloud threshold: 48.79% > 10.00%. INFO - Processing image L9 2023-02-28-21-54-20 INFO - L9 2023-02-28-21-54-20 cloud cover : 5.39% INFO - L9 2023-02-28-21-54-20: sand: 0.66% ,whitewater: 20.58% ,water: 29.78% INFO - L9 2023-02-28-21-54-20: 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 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 ERROR - Skipping L9 2023-07-06-21-53-37 due to cloud cover percentage exceeding cloud threshold: 93.02% > 10.00%. ERROR - Skipping L9 2023-10-10-21-54-14 due to cloud cover percentage exceeding cloud threshold: 69.51% > 10.00%. 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: 0.38% ,whitewater: 2.51% ,water: 46.95% 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: 3 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 196 INFO - Number of shoreline points after removing points within 300m of cloud mask 196 INFO - Number of shoreline points before removing points within 30m of no data pixel 196 INFO - Number of shoreline points after removing points within 30m of no data pixel 196 INFO - Processing image L9 2023-11-27-21-54-23 INFO - L9 2023-11-27-21-54-23 cloud cover : 2.94% INFO - L9 2023-11-27-21-54-23: sand: 0.00% ,whitewater: 1.38% ,water: 46.86% INFO - L9 2023-11-27-21-54-23: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 205 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 2023-12-13-21-54-22 INFO - L9 2023-12-13-21-54-22 cloud cover : 0.00% INFO - L9 2023-12-13-21-54-22: sand: 0.12% ,whitewater: 1.55% ,water: 48.96% INFO - L9 2023-12-13-21-54-22: 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 191 INFO - Number of shoreline points after removing points within 300m of cloud mask 191 INFO - Number of shoreline points before removing points within 30m of no data pixel 191 INFO - Number of shoreline points after removing points within 30m of no data pixel 191 ERROR - Skipping L9 2024-01-14-21-54-21 due to cloud cover percentage exceeding cloud threshold: 76.88% > 10.00%. 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: 0.30% ,whitewater: 0.83% ,water: 49.69% 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: 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 2024-03-18-21-54-13 due to cloud cover percentage exceeding cloud threshold: 64.92% > 10.00%. ERROR - Skipping L9 2024-04-03-21-54-04 due to cloud cover percentage exceeding cloud threshold: 49.87% > 10.00%. 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: 0.00% ,whitewater: 3.87% ,water: 45.79% 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: 2 shorelines. Number of shorelines after filtering shorelines: 1 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 ERROR - Skipping L9 2024-05-21-21-53-31 due to cloud cover percentage exceeding cloud threshold: 94.47% > 10.00%. INFO - Processing image L9 2024-06-06-21-53-25 INFO - L9 2024-06-06-21-53-25 cloud cover : 8.91% INFO - L9 2024-06-06-21-53-25: sand: 0.00% ,whitewater: 0.06% ,water: 34.59% INFO - L9 2024-06-06-21-53-25: 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 90 INFO - Number of shoreline points after removing points within 300m of cloud mask 52 INFO - Number of shoreline points before removing points within 30m of no data pixel 52 INFO - Number of shoreline points after removing points within 30m of no data pixel 52 ERROR - Skipping L9 2024-07-08-21-53-25 due to cloud cover percentage exceeding cloud threshold: 91.79% > 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: 3.07% ,water: 49.10% 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: 9 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 163 INFO - Number of shoreline points after removing points within 300m of cloud mask 163 INFO - Number of shoreline points before removing points within 30m of no data pixel 163 INFO - Number of shoreline points after removing points within 30m of no data pixel 163