Land Use and Land Cover Mapping of Katanino Forest Reserve, Zambia (2019–2023)
Authors/Creators
Description
Overview
The land use and land cover maps encompass the Katanino Forest Reserve in the Copperbelt province, Zambia. These maps categorize the area into two classes: forest and non-forest. They were derived from NICFI, Sentinel-2, and Sentinel-1 mosaics, resulting in a spatial resolution of 4.77 meters, covering the period from 2019 to 2023.
Maps Accuracy
The overall accuracy of the final annual maps (2019–2023) ranged from 0.90 to 0.94. The user’s and producer’s accuracies are detailed in Table 1.
Table 1: Land use and land cover maps validation, including overall, producer (PA) and user (UA) accuracies values for each class.
|
|
2019 |
|
2020 |
|
2021 |
|
2022 |
|
2023 |
|
|
|
PA |
UA |
PA |
UA |
PA |
UA |
PA |
UA |
PA |
UA |
|
Forest |
0.87 |
0.99 |
0.83 |
0.99 |
0.88 |
0.99 |
0.91 |
0.99 |
0.88 |
1 |
|
Non Forest |
0.99 |
0.86 |
0.99 |
0.82 |
0.99 |
0.99 |
0.99 |
0.89 |
1 |
0.87 |
|
Overall Accuracy |
0.92 |
|
0.90 |
|
0.93 |
|
0.94 |
|
0.93 |
|
Files descripion
- KAT_2019.tif: 2019 land use and land cover map
- KAT_2020.tif: 2020 land use and land cover map
- KAT_2021.tif: 2021 land use and land cover map
- KAT_2022.tif: 2022 land use and land cover map
- KAT_2023.tif: 2023 land use and land cover map
- qgis_style.qml: QGIS style file
- KAT_training_samples(.shp, .shx, .dbf, .prj): training samples with class labels
- KAT_validation_samples(.shp, .shx, .dbf, .prj): validation samples with class labels
Files
KAT_2019.tif
Files
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