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Bland-Altman analyses_COSMO.R Mar 25, 2025 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas" R Syntax - 1.0 KB - MD5: 1c0a381a8c22ef490216a5f113747cd3 R script to build a Bland-Altman analysis and plots comparing consumer-grade sonar data with COSMO data
Bland-Altman analyses_EMODNET.R Mar 25, 2025 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas" R Syntax - 1.2 KB - MD5: 63182dbb333bab49b423381c30360a18 R script to build a Bland-Altman analysis and plots comparing EMODNET data with consumer-grade sonar data
Compare 2 DEMs.R Sep 4, 2024 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas" R Syntax - 5.3 KB - MD5: 34f517884abd6922d89f935993adeba9 R script used to compare a reference and a test DEM, by calculating root mean square error (RMSE), mean absolute error (MAE), and the Pearson correlation coefficient
Remove sonar duplicates v2.R Sep 4, 2024 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas" R Syntax - 2.5 KB - MD5: 924d6bdd36c1fe02b6ab93ef264cede1 R script to remove duplicated points, with the same coordinates. The depth is averaged to the individual depths of each duplicated point.
script_DNN_training.ipynb Mar 3, 2023 - Machine Learning Texture Optimization Jupyter Notebook - 10.0 KB - MD5: 780a3e6bdf582afd7db34856f5d00922

Bland-Altman analyses_COSMO.R

Mar 25, 2025 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas"

R Syntax - 1.0 KB - MD5: 1c0a381a8c22ef490216a5f113747cd3

R script to build a Bland-Altman analysis and plots comparing consumer-grade sonar data with COSMO data

Bland-Altman analyses_EMODNET.R

Mar 25, 2025 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas"

R Syntax - 1.2 KB - MD5: 63182dbb333bab49b423381c30360a18

R script to build a Bland-Altman analysis and plots comparing EMODNET data with consumer-grade sonar data

Compare 2 DEMs.R

Sep 4, 2024 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas"

R Syntax - 5.3 KB - MD5: 34f517884abd6922d89f935993adeba9

R script used to compare a reference and a test DEM, by calculating root mean square error (RMSE), mean absolute error (MAE), and the Pearson correlation coefficient

Remove sonar duplicates v2.R

Sep 4, 2024 - Supplemental material for "Assessing the Potential of Consumer-grade Fish Finders to Improve Coastal Habitat Mapping in Data-poor Areas"

R Syntax - 2.5 KB - MD5: 924d6bdd36c1fe02b6ab93ef264cede1

R script to remove duplicated points, with the same coordinates. The depth is averaged to the individual depths of each duplicated point.

script_DNN_training.ipynb

Mar 3, 2023 - Machine Learning Texture Optimization

Jupyter Notebook - 10.0 KB - MD5: 780a3e6bdf582afd7db34856f5d00922

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