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 2021-12-05-22-06-49 INFO - L9 2021-12-05-22-06-49 cloud cover : 3.90% INFO - L9 2021-12-05-22-06-49: sand: 0.00% ,whitewater: 35.68% ,water: 0.00% INFO - L9 2021-12-05-22-06-49: 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 50 INFO - Number of shoreline points after removing points within 300m of cloud mask 0 ERROR - Skipping L9 2022-02-07-22-06-41 due to cloud cover percentage exceeding cloud threshold: 30.45% > 10.00%. INFO - Processing image L9 2022-02-23-22-06-32 INFO - L9 2022-02-23-22-06-32 cloud cover : 0.00% INFO - L9 2022-02-23-22-06-32: sand: 0.00% ,whitewater: 14.44% ,water: 39.25% INFO - L9 2022-02-23-22-06-32: 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 207 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 2022-03-27-22-06-22 INFO - L9 2022-03-27-22-06-22 cloud cover : 0.00% INFO - L9 2022-03-27-22-06-22: sand: 0.00% ,whitewater: 20.68% ,water: 35.11% INFO - L9 2022-03-27-22-06-22: 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 208 INFO - Number of shoreline points after removing points within 300m of cloud mask 208 INFO - Number of shoreline points before removing points within 30m of no data pixel 208 INFO - Number of shoreline points after removing points within 30m of no data pixel 208 ERROR - Skipping L9 2022-04-28-22-06-11 due to cloud cover percentage exceeding cloud threshold: 91.25% > 10.00%. INFO - Processing image L9 2022-06-15-22-06-03 INFO - L9 2022-06-15-22-06-03 cloud cover : 0.00% INFO - L9 2022-06-15-22-06-03: sand: 0.00% ,whitewater: 37.83% ,water: 23.11% INFO - L9 2022-06-15-22-06-03: 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 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 2022-07-01-22-06-18 INFO - L9 2022-07-01-22-06-18 cloud cover : 0.00% INFO - L9 2022-07-01-22-06-18: sand: 0.00% ,whitewater: 24.86% ,water: 43.39% INFO - L9 2022-07-01-22-06-18: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 6 shorelines. Number of shorelines after filtering shorelines: 3 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 228 INFO - Number of shoreline points after removing points within 300m of cloud mask 228 INFO - Number of shoreline points before removing points within 30m of no data pixel 228 INFO - Number of shoreline points after removing points within 30m of no data pixel 228 INFO - Processing image L9 2022-09-03-22-06-40 INFO - L9 2022-09-03-22-06-40 cloud cover : 5.84% INFO - L9 2022-09-03-22-06-40: sand: 0.00% ,whitewater: 14.25% ,water: 39.11% INFO - L9 2022-09-03-22-06-40: 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 235 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 2022-10-05-22-06-46 INFO - L9 2022-10-05-22-06-46 cloud cover : 0.00% INFO - L9 2022-10-05-22-06-46: sand: 0.00% ,whitewater: 41.53% ,water: 10.38% INFO - L9 2022-10-05-22-06-46: 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 208 INFO - Number of shoreline points after removing points within 300m of cloud mask 208 INFO - Number of shoreline points before removing points within 30m of no data pixel 208 INFO - Number of shoreline points after removing points within 30m of no data pixel 208 INFO - Processing image L9 2022-10-21-22-06-53 INFO - L9 2022-10-21-22-06-53 cloud cover : 0.00% INFO - L9 2022-10-21-22-06-53: sand: 0.00% ,whitewater: 29.86% ,water: 22.97% INFO - L9 2022-10-21-22-06-53: 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 206 INFO - Number of shoreline points after removing points within 300m of cloud mask 206 INFO - Number of shoreline points before removing points within 30m of no data pixel 206 INFO - Number of shoreline points after removing points within 30m of no data pixel 206 ERROR - Skipping L9 2022-11-22-22-06-53 due to cloud cover percentage exceeding cloud threshold: 55.99% > 10.00%. INFO - Processing image L9 2022-12-24-22-06-50 INFO - L9 2022-12-24-22-06-50 cloud cover : 0.00% INFO - L9 2022-12-24-22-06-50: sand: 0.00% ,whitewater: 4.07% ,water: 50.97% INFO - L9 2022-12-24-22-06-50: 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 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 2023-03-14-22-06-35 INFO - L9 2023-03-14-22-06-35 cloud cover : 0.00% INFO - L9 2023-03-14-22-06-35: sand: 0.00% ,whitewater: 15.60% ,water: 38.84% INFO - L9 2023-03-14-22-06-35: 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 2023-03-30-22-06-23 due to cloud cover percentage exceeding cloud threshold: 54.11% > 10.00%. ERROR - Skipping L9 2023-06-18-22-05-45 due to cloud cover percentage exceeding cloud threshold: 49.54% > 10.00%. ERROR - Skipping L9 2023-08-05-22-06-11 due to cloud cover percentage exceeding cloud threshold: 86.77% > 10.00%. INFO - Processing image L9 2023-08-21-22-06-16 INFO - L9 2023-08-21-22-06-16 cloud cover : 0.00% INFO - L9 2023-08-21-22-06-16: sand: 0.00% ,whitewater: 37.05% ,water: 18.48% INFO - L9 2023-08-21-22-06-16: 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: 1 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 224 INFO - Number of shoreline points after removing points within 300m of cloud mask 224 INFO - Number of shoreline points before removing points within 30m of no data pixel 224 INFO - Number of shoreline points after removing points within 30m of no data pixel 224 INFO - Processing image L9 2023-10-08-22-06-34 INFO - L9 2023-10-08-22-06-34 cloud cover : 0.00% INFO - L9 2023-10-08-22-06-34: sand: 0.00% ,whitewater: 34.04% ,water: 18.42% INFO - L9 2023-10-08-22-06-34: 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 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 2023-10-24-22-06-40 due to cloud cover percentage exceeding cloud threshold: 85.47% > 10.00%. INFO - Processing image L9 2023-11-09-22-06-36 INFO - L9 2023-11-09-22-06-36 cloud cover : 0.00% INFO - L9 2023-11-09-22-06-36: sand: 0.00% ,whitewater: 0.61% ,water: 53.23% INFO - L9 2023-11-09-22-06-36: 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 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 2023-11-25-22-06-44 INFO - L9 2023-11-25-22-06-44 cloud cover : 0.00% INFO - L9 2023-11-25-22-06-44: sand: 0.00% ,whitewater: 7.85% ,water: 46.32% INFO - L9 2023-11-25-22-06-44: 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 2023-12-11-22-06-42 due to cloud cover percentage exceeding cloud threshold: 85.76% > 10.00%. ERROR - Skipping L9 2023-12-27-22-06-45 due to cloud cover percentage exceeding cloud threshold: 47.57% > 10.00%. INFO - Processing image L9 2024-01-12-22-06-42 INFO - L9 2024-01-12-22-06-42 cloud cover : 0.00% INFO - L9 2024-01-12-22-06-42: sand: 0.00% ,whitewater: 1.88% ,water: 52.93% INFO - L9 2024-01-12-22-06-42: 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 208 INFO - Number of shoreline points after removing points within 300m of cloud mask 208 INFO - Number of shoreline points before removing points within 30m of no data pixel 208 INFO - Number of shoreline points after removing points within 30m of no data pixel 208 INFO - Processing image L9 2024-01-28-22-06-42 INFO - L9 2024-01-28-22-06-42 cloud cover : 0.00% INFO - L9 2024-01-28-22-06-42: sand: 0.00% ,whitewater: 35.44% ,water: 18.31% INFO - L9 2024-01-28-22-06-42: 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 2024-02-13-22-06-41 INFO - L9 2024-02-13-22-06-41 cloud cover : 0.00% INFO - L9 2024-02-13-22-06-41: sand: 0.00% ,whitewater: 8.12% ,water: 46.29% INFO - L9 2024-02-13-22-06-41: 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 208 INFO - Number of shoreline points after removing points within 300m of cloud mask 208 INFO - Number of shoreline points before removing points within 30m of no data pixel 208 INFO - Number of shoreline points after removing points within 30m of no data pixel 208 INFO - Processing image L9 2024-02-29-22-06-35 INFO - L9 2024-02-29-22-06-35 cloud cover : 0.00% INFO - L9 2024-02-29-22-06-35: sand: 0.00% ,whitewater: 1.64% ,water: 52.87% INFO - L9 2024-02-29-22-06-35: 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 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 2024-03-16-22-06-35 due to cloud cover percentage exceeding cloud threshold: 24.60% > 10.00%. INFO - Processing image L9 2024-05-03-22-06-01 INFO - L9 2024-05-03-22-06-01 cloud cover : 0.00% INFO - L9 2024-05-03-22-06-01: sand: 0.00% ,whitewater: 29.61% ,water: 27.91% INFO - L9 2024-05-03-22-06-01: 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 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 2024-06-04-22-05-47 INFO - L9 2024-06-04-22-05-47 cloud cover : 0.00% INFO - L9 2024-06-04-22-05-47: sand: 0.00% ,whitewater: 2.56% ,water: 59.59% INFO - L9 2024-06-04-22-05-47: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 5 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 2024-06-20-22-05-30 INFO - L9 2024-06-20-22-05-30 cloud cover : 0.00% INFO - L9 2024-06-20-22-05-30: sand: 0.00% ,whitewater: 0.06% ,water: 62.97% INFO - L9 2024-06-20-22-05-30: 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 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 2024-07-22-22-05-52 INFO - L9 2024-07-22-22-05-52 cloud cover : 0.00% INFO - L9 2024-07-22-22-05-52: sand: 0.00% ,whitewater: 25.23% ,water: 42.72% INFO - L9 2024-07-22-22-05-52: Less than 50 sand pixels detected within reference shoreline buffer. Using find_wl_contours1 INFO - Number of shorelines before removing shorelines < 500m: 9 shorelines. Number of shorelines after filtering shorelines: 2 shorelines INFO - Number of shoreline points before removing points within 300m of cloud mask 139 INFO - Number of shoreline points after removing points within 300m of cloud mask 139 INFO - Number of shoreline points before removing points within 30m of no data pixel 139 INFO - Number of shoreline points after removing points within 30m of no data pixel 139