From a5c480448b3f0d5b0437dc4740d8deb8935bb11d Mon Sep 17 00:00:00 2001
From: leonard <l.hackel@tu-berlin.de>
Date: Thu, 19 Dec 2024 09:19:59 +0100
Subject: [PATCH] Fixed the bandorder of EuroSAT dataset, datamodule and within
 the tutorial to align with [the issue raised in the EuroSAT git
 repository](https://github.com/phelber/EuroSAT/issues/7)

---
 docs/tutorials/transforms.ipynb |  2 +-
 torchgeo/datamodules/eurosat.py | 40 ++++++++++++++++-----------------
 torchgeo/datasets/eurosat.py    |  2 +-
 3 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/docs/tutorials/transforms.ipynb b/docs/tutorials/transforms.ipynb
index 42a16e26e24..689b2eebd33 100644
--- a/docs/tutorials/transforms.ipynb
+++ b/docs/tutorials/transforms.ipynb
@@ -216,11 +216,11 @@
     "    'B06': 'Vegetation Red Edge 2',\n",
     "    'B07': 'Vegetation Red Edge 3',\n",
     "    'B08': 'NIR 1',\n",
-    "    'B8A': 'NIR 2',\n",
     "    'B09': 'Water Vapour',\n",
     "    'B10': 'SWIR 1',\n",
     "    'B11': 'SWIR 2',\n",
     "    'B12': 'SWIR 3',\n",
+    "    'B8A': 'NIR 2',\n",
     "}"
    ]
   },
diff --git a/torchgeo/datamodules/eurosat.py b/torchgeo/datamodules/eurosat.py
index 23e09610968..6b8b9115d1c 100644
--- a/torchgeo/datamodules/eurosat.py
+++ b/torchgeo/datamodules/eurosat.py
@@ -19,11 +19,11 @@
     'B06': 2130.3491,
     'B07': 2524.0549,
     'B08': 2454.1938,
-    'B8A': 785.4963,
-    'B09': 12.4639,
-    'B10': 1969.9224,
-    'B11': 1206.2421,
-    'B12': 2779.4104,
+    'B09': 785.4963,
+    'B10': 12.4639,
+    'B11': 1969.9224,
+    'B12': 1206.2421,
+    'B8A': 2779.4104,
 }
 
 SPATIAL_STD = {
@@ -35,11 +35,11 @@
     'B06': 806.8271,
     'B07': 1022.6378,
     'B08': 1065.4312,
-    'B8A': 410.5831,
-    'B09': 4.8878,
-    'B10': 958.4751,
-    'B11': 740.6196,
-    'B12': 1157.2896,
+    'B09': 410.5831,
+    'B10': 4.8878,
+    'B11': 958.4751,
+    'B12': 740.6196,
+    'B8A': 1157.2896,
 }
 
 MEAN = {
@@ -51,11 +51,11 @@
     'B06': 1999.79090914,
     'B07': 2369.22292565,
     'B08': 2296.82608323,
-    'B8A': 732.08340178,
-    'B09': 12.11327804,
-    'B10': 1819.01027855,
-    'B11': 1118.92391149,
-    'B12': 2594.14080798,
+    'B09': 732.08340178,
+    'B10': 12.11327804,
+    'B11': 1819.01027855,
+    'B12': 1118.92391149,
+    'B8A': 2594.14080798,
 }
 
 STD = {
@@ -67,11 +67,11 @@
     'B06': 861.18399006,
     'B07': 1086.63139075,
     'B08': 1117.98170791,
-    'B8A': 404.91978886,
-    'B09': 4.77584468,
-    'B10': 1002.58768311,
-    'B11': 761.30323499,
-    'B12': 1231.58581042,
+    'B09': 404.91978886,
+    'B10': 4.77584468,
+    'B11': 1002.58768311,
+    'B12': 761.30323499,
+    'B8A': 1231.58581042,
 }
 
 
diff --git a/torchgeo/datasets/eurosat.py b/torchgeo/datasets/eurosat.py
index 45c0d708f92..5caef0ee4ee 100644
--- a/torchgeo/datasets/eurosat.py
+++ b/torchgeo/datasets/eurosat.py
@@ -84,11 +84,11 @@ class EuroSAT(NonGeoClassificationDataset):
         'B06',
         'B07',
         'B08',
-        'B8A',
         'B09',
         'B10',
         'B11',
         'B12',
+        'B8A',
     )
 
     rgb_bands = ('B04', 'B03', 'B02')