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 2021-12-21-22-06-19 INFO - L9 2021-12-21-22-06-19 cloud cover : 4.80% INFO - L9 2021-12-21-22-06-19: sand: 0.00% ,whitewater: 13.56% ,water: 40.89% INFO - L9 2021-12-21-22-06-19: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 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 217 INFO - Number of shoreline points after removing points within 300m of cloud mask 143 INFO - Number of shoreline points before removing points within 30m of no data pixel 143 INFO - Number of shoreline points after removing points within 30m of no data pixel 143 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: 8.35% ,water: 45.69% 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: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 223 INFO - Number of shoreline points after removing points within 300m of cloud mask 223 INFO - Number of shoreline points before removing points within 30m of no data pixel 223 INFO - Number of shoreline points after removing points within 30m of no data pixel 223 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: 13.42% ,water: 41.29% 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 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 2022-04-28-22-05-47 INFO - L9 2022-04-28-22-05-47 cloud cover : 3.40% INFO - L9 2022-04-28-22-05-47: sand: 0.00% ,whitewater: 4.75% ,water: 50.96% INFO - L9 2022-04-28-22-05-47: 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 155 INFO - Number of shoreline points after removing points within 300m of cloud mask 130 INFO - Number of shoreline points before removing points within 30m of no data pixel 130 INFO - Number of shoreline points after removing points within 30m of no data pixel 130 INFO - Processing image L9 2022-06-15-22-05-39 INFO - L9 2022-06-15-22-05-39 cloud cover : 8.18% INFO - L9 2022-06-15-22-05-39: sand: 0.00% ,whitewater: 23.23% ,water: 28.10% INFO - L9 2022-06-15-22-05-39: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 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 153 INFO - Number of shoreline points after removing points within 300m of cloud mask 149 INFO - Number of shoreline points before removing points within 30m of no data pixel 149 INFO - Number of shoreline points after removing points within 30m of no data pixel 149 ERROR - Skipping L9 2022-08-02-22-06-07 due to cloud cover percentage exceeding cloud threshold: 38.92% > 10.00%. 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: 18.78% ,water: 37.00% 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: 1 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 220 INFO - Number of shoreline points before removing points within 30m of no data pixel 220 INFO - Number of shoreline points after removing points within 30m of no data pixel 220 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: 20.53% ,water: 34.12% 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: 3 shorelines. Number of shorelines after filtering shorelines: 1 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 2022-11-22-22-06-29 due to cloud cover percentage exceeding cloud threshold: 73.55% > 10.00%. INFO - Processing image L9 2022-12-24-22-06-26 INFO - L9 2022-12-24-22-06-26 cloud cover : 0.00% INFO - L9 2022-12-24-22-06-26: sand: 0.00% ,whitewater: 5.16% ,water: 49.29% INFO - L9 2022-12-24-22-06-26: 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 213 INFO - Number of shoreline points after removing points within 300m of cloud mask 213 INFO - Number of shoreline points before removing points within 30m of no data pixel 213 INFO - Number of shoreline points after removing points within 30m of no data pixel 213 ERROR - Skipping L9 2023-01-25-22-06-25 due to cloud cover percentage exceeding cloud threshold: 54.26% > 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: 15.07% ,water: 39.12% 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: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 213 INFO - Number of shoreline points after removing points within 300m of cloud mask 213 INFO - Number of shoreline points before removing points within 30m of no data pixel 213 INFO - Number of shoreline points after removing points within 30m of no data pixel 213 INFO - Processing image L9 2023-03-30-22-05-59 INFO - L9 2023-03-30-22-05-59 cloud cover : 0.54% INFO - L9 2023-03-30-22-05-59: sand: 0.00% ,whitewater: 2.77% ,water: 51.57% 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: 4 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 179 INFO - Number of shoreline points after removing points within 300m of cloud mask 174 INFO - Number of shoreline points before removing points within 30m of no data pixel 174 INFO - Number of shoreline points after removing points within 30m of no data pixel 174 ERROR - Skipping L9 2023-06-18-22-05-21 due to cloud cover percentage exceeding cloud threshold: 94.48% > 10.00%. 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: 0.00% ,whitewater: 19.77% ,water: 39.65% 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: 13 shorelines. Number of shorelines after filtering shorelines: 1 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 218 INFO - Number of shoreline points before removing points within 30m of no data pixel 218 INFO - Number of shoreline points after removing points within 30m of no data pixel 218 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: 29.01% ,water: 28.35% 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: 2 shorelines. Number of shorelines after filtering shorelines: 1 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 2023-10-08-22-06-10 due to cloud cover percentage exceeding cloud threshold: 57.30% > 10.00%. INFO - Processing image L9 2023-10-24-22-06-16 INFO - L9 2023-10-24-22-06-16 cloud cover : 2.27% INFO - L9 2023-10-24-22-06-16: sand: 0.00% ,whitewater: 11.67% ,water: 42.74% INFO - L9 2023-10-24-22-06-16: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 2 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 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: 4.56% ,water: 50.02% 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: 2 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 179 INFO - Number of shoreline points after removing points within 300m of cloud mask 179 INFO - Number of shoreline points before removing points within 30m of no data pixel 179 INFO - Number of shoreline points after removing points within 30m of no data pixel 179 INFO - Processing image L9 2024-01-12-22-06-18 INFO - L9 2024-01-12-22-06-18 cloud cover : 2.71% INFO - L9 2024-01-12-22-06-18: sand: 0.00% ,whitewater: 3.17% ,water: 52.18% 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: 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 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: 0.00% ,whitewater: 19.26% ,water: 35.44% 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: 3 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 2024-02-13-22-06-17 INFO - L9 2024-02-13-22-06-17 cloud cover : 0.00% INFO - L9 2024-02-13-22-06-17: sand: 0.00% ,whitewater: 11.19% ,water: 43.22% 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: 1 shorelines. Number of shorelines after filtering shorelines: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 215 INFO - Number of shoreline points after removing points within 300m of cloud mask 215 INFO - Number of shoreline points before removing points within 30m of no data pixel 215 INFO - Number of shoreline points after removing points within 30m of no data pixel 215 INFO - Processing image L9 2024-02-29-22-06-11 INFO - L9 2024-02-29-22-06-11 cloud cover : 0.00% INFO - L9 2024-02-29-22-06-11: sand: 0.00% ,whitewater: 5.21% ,water: 49.26% INFO - L9 2024-02-29-22-06-11: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 1 shorelines. Number of shorelines after filtering shorelines: 1 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 218 INFO - Number of shoreline points before removing points within 30m of no data pixel 218 INFO - Number of shoreline points after removing points within 30m of no data pixel 218 ERROR - Skipping L9 2024-04-01-22-06-02 due to cloud cover percentage exceeding cloud threshold: 71.48% > 10.00%. INFO - Processing image L9 2024-04-17-22-05-51 INFO - L9 2024-04-17-22-05-51 cloud cover : 2.84% INFO - L9 2024-04-17-22-05-51: sand: 0.00% ,whitewater: 20.09% ,water: 34.54% 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: 2 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 223 INFO - Number of shoreline points after removing points within 300m of cloud mask 199 INFO - Number of shoreline points before removing points within 30m of no data pixel 199 INFO - Number of shoreline points after removing points within 30m of no data pixel 199 INFO - Processing image L9 2024-05-03-22-05-38 INFO - L9 2024-05-03-22-05-38 cloud cover : 4.63% INFO - L9 2024-05-03-22-05-38: sand: 0.00% ,whitewater: 17.57% ,water: 36.67% 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: 2 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 159 INFO - Number of shoreline points after removing points within 300m of cloud mask 108 INFO - Number of shoreline points before removing points within 30m of no data pixel 108 INFO - Number of shoreline points after removing points within 30m of no data pixel 108 INFO - Processing image L9 2024-06-20-22-05-06 INFO - L9 2024-06-20-22-05-06 cloud cover : 0.00% INFO - L9 2024-06-20-22-05-06: sand: 0.00% ,whitewater: 0.09% ,water: 61.97% 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: 5 shorelines. Number of shorelines after filtering shorelines: 2 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 2024-07-06-22-05-21 due to cloud cover percentage exceeding cloud threshold: 79.27% > 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: 15.63% ,water: 44.88% 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: 5 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 142 INFO - Number of shoreline points after removing points within 300m of cloud mask 142 INFO - Number of shoreline points before removing points within 30m of no data pixel 142 INFO - Number of shoreline points after removing points within 30m of no data pixel 142