Update README.md
Browse files
README.md
CHANGED
|
@@ -22,8 +22,8 @@ The dataset is organized as follows:
|
|
| 22 |
│ │ ├── train/<br>
|
| 23 |
│ │ └── validation/<br>
|
| 24 |
│ └── raw/<br>
|
| 25 |
-
│ │ ├──
|
| 26 |
-
│ │ ├──
|
| 27 |
│ └ └── validation/<br>
|
| 28 |
├── raw/<br>
|
| 29 |
└── README.md<br>
|
|
@@ -31,6 +31,69 @@ The dataset is organized as follows:
|
|
| 31 |
|
| 32 |
The /landslides/raw/ folder contains a 1x1 meter resolution Digital Elevation Model (DEM) of Biele Karpaty (lidar.tif) and expert-annotated landslide data from the State Geological Institute of Dionýz Štúr (landslides.tif).
|
| 33 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
# Layers
|
| 35 |
The /landslides/layers/processed/ and /landslides/layers/raw/ directories each contain subfolders for the test, train, and validation sets. These include various geospatial layers derived from the raw data.
|
| 36 |
- The <b>raw</b> folder contains unnormalized data.
|
|
|
|
| 22 |
│ │ ├── train/<br>
|
| 23 |
│ │ └── validation/<br>
|
| 24 |
│ └── raw/<br>
|
| 25 |
+
│ │ ├── test/<br>
|
| 26 |
+
│ │ ├── train/<br>
|
| 27 |
│ └ └── validation/<br>
|
| 28 |
├── raw/<br>
|
| 29 |
└── README.md<br>
|
|
|
|
| 31 |
|
| 32 |
The /landslides/raw/ folder contains a 1x1 meter resolution Digital Elevation Model (DEM) of Biele Karpaty (lidar.tif) and expert-annotated landslide data from the State Geological Institute of Dionýz Štúr (landslides.tif).
|
| 33 |
|
| 34 |
+
|
| 35 |
+
# General information
|
| 36 |
+
General information
|
| 37 |
+
<table>
|
| 38 |
+
<tr>
|
| 39 |
+
<th>Dataset split</th>
|
| 40 |
+
<th>Train</th>
|
| 41 |
+
<th>Validation</th>
|
| 42 |
+
<th>Test</th>
|
| 43 |
+
<th>Total</th>
|
| 44 |
+
</tr>
|
| 45 |
+
<tr>
|
| 46 |
+
<td>Area (km^2)</td>
|
| 47 |
+
<td>265.075141</td>
|
| 48 |
+
<td>169.684267</td>
|
| 49 |
+
<td>171.510959</td>
|
| 50 |
+
<td>606.270367</td>
|
| 51 |
+
</tr>
|
| 52 |
+
<tr>
|
| 53 |
+
<td>Minimal elevation (meters above mean sea level)</td>
|
| 54 |
+
<td>227.262</td>
|
| 55 |
+
<td>201.377</td>
|
| 56 |
+
<td>190.486</td>
|
| 57 |
+
<td>160.486</td>
|
| 58 |
+
</tr>
|
| 59 |
+
<tr>
|
| 60 |
+
<td>Maximal elevation (meters above mean sea level)</td>
|
| 61 |
+
<td>916.335</td>
|
| 62 |
+
<td>776.459</td>
|
| 63 |
+
<td>905.524</td>
|
| 64 |
+
<td>916.335</td>
|
| 65 |
+
</tr>
|
| 66 |
+
<tr>
|
| 67 |
+
<td>Number of landslides</td>
|
| 68 |
+
<td>1155</td>
|
| 69 |
+
<td>564</td>
|
| 70 |
+
<td>391</td>
|
| 71 |
+
<td>2110</td>
|
| 72 |
+
</tr>
|
| 73 |
+
<tr>
|
| 74 |
+
<td>Largest landslide area (m^2)</td>
|
| 75 |
+
<td>1,904,451</td>
|
| 76 |
+
<td>1,005,255</td>
|
| 77 |
+
<td>933,910</td>
|
| 78 |
+
<td>1,904,451</td>
|
| 79 |
+
</tr>
|
| 80 |
+
<tr>
|
| 81 |
+
<td>Smallest landslide area (m^2)</td>
|
| 82 |
+
<td>136</td>
|
| 83 |
+
<td>305</td>
|
| 84 |
+
<td>430</td>
|
| 85 |
+
<td>136</td>
|
| 86 |
+
</tr>
|
| 87 |
+
<tr>
|
| 88 |
+
<td>Average landslide area (m^2)</td>
|
| 89 |
+
<td>54,509.82</td>
|
| 90 |
+
<td>40,887.01</td>
|
| 91 |
+
<td>60,343.41</td>
|
| 92 |
+
<td>51,949.47</td>
|
| 93 |
+
</tr>
|
| 94 |
+
</table>
|
| 95 |
+
|
| 96 |
+
|
| 97 |
# Layers
|
| 98 |
The /landslides/layers/processed/ and /landslides/layers/raw/ directories each contain subfolders for the test, train, and validation sets. These include various geospatial layers derived from the raw data.
|
| 99 |
- The <b>raw</b> folder contains unnormalized data.
|