IEEE Geoscience and Remote Sensing Magazine - September 2023 - 67

SEPTEMBER 2023 IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
67
TABLE 2. ALTHOUGH THE COMPLETE COLLECTION OF 380 DATASETS IS TOO EXTENSIVE TO BE INCLUDED IN THE PRINT VERSION OF THIS ARTICLE, IT CAN BE FOUND AT [85]. HERE WE
INCLUDE A PORTION OF THIS LIST, WHICH CONTAINS ALL THE DATASETS MENTIONED IN THE ARTICLE, ALONG WITH THEIR INDEX IN THE COMPLETE DATABASE.
INDEX
1
10
11
15
21
22
24
34
40
52
63
69
76
98
105
109
114
117
127
138
151
162
191
204
208
211
212
213
214
215
TASK
Change detection
Change detection
Change detection
Change detection
Classification
Classification
Classification
Classification
Classification
Classification
Classification
Classification
Classification
Cloud removal
Object detection
Object detection
Object detection
Object detection
Object detection
Object detection
Object detection
Object detection
Object detection
Object detection/
classification
PLATFORM SENSOR TYPE NAME
Aerial
Satellite
Satellite
Satellite
Aerial
Aerial
Aerial
Drone
Satellite
Satellite
Satellite
Satellite
Satellite
Satellite
Aerial
Aerial
Aerial
Aerial
Drone
Drone
Satellite
Satellite
Satellite
Satellite
Semantic segmentation Aerial
Semantic segmentation Aerial
Semantic segmentation Aerial
Semantic segmentation Aerial
Semantic segmentation Aerial
Semantic segmentation Aerial
Multiple
Multiple
PUBLICATION
DATE
DFC21-MSD
DFC09
Multispectral OneraCD
Optical
Hyperspectral
Hyperspectral
LEVIR-CD
Indian Pines
Salinas
Hyperspectral Kennedy Space Center
Optical
Multiple
AIDER
Multispectral
Optical
Optical
Optical
Multiple
Optical
Optical
Optical
Optical
Multispectral
Optical
Optical
Optical
SAR
SAR
BigEarthNet-MM
EuroSAT
University of California,
Merced
AID
FMoW
SEN12MS-CR-TS
SZTAKI AirChange
DOTA v1.0
DOTA v2.0
RSOC
BIRDSAI
DroneCrowd
SpaceNet-4
AI-TOD
xView3-SAR
FUSAR-Ship
Hyperspectral DFC08
Hyperspectral HOSD
Multiple
Multiple
Multiple
Multiple
DFC13
DFC14
DFC15
DFC18
2021
2009
2018
2020
2000
2000
2005
2019
2019
2018
2010
2017
2018
2021
2012
2018
2020
2020
2020
2022
2018
2020
2021
2020
2008
2022
2013
2014
2015
2018
TIMESTAMPS
Multiple
Multiple
Multiple
Single
Single
Single
Single
Single
Single
Single
Single
Single
Single
Multiple
Multiple
Single
Single
Single
Multiple
Multiple
Single
Single
Single
Single
Single
Single
Single
Single
Single
Single
NUMBER OF
IMAGES
2,250
Two
24
637
One
One
One
2,645
IMAGE
SIZE
4,000
98
600
1,024
145
365
550
240
590,326 × 12 120
27,000 × 13 64
2,100
10,000
523,846
53
13
2,806
11,268
3,057
162,000
33,600
60,000
28,036
991 × 2
5,000
Five
18 × 224
145
Seven
Seven
One
SIZE
NUMBER OF
CLASSES
36,000,000,000 15
-
-
8,640,000
667,942,912
21,025
111,104
311,100
152,352,000
1.02E + 11
256
600
-
4,000
800
4,000
4,000
2,500
640
1,920
900
-
27,000
512
194
1,700
16
-
10,000
20
Two
One
16
16
13
Four
19
1,437,696,000 10
137,625,600
21
3,600,000,000 30
1.08E + 12
848,000,000
7920640
VOLUME
(MB)
325,000
-
489
2,700
Six
27
57
275
121,000
1,920
317
2,440
63
-
Two
44,896,000,000 15
1.80E + 11
3,621,481,392
18
Four
49,766,400,000 -
69,672,960,000 One
48,600,000,000 186,000
-
-
1.42E + 12
1,310,720,000
-
Two
113
-
3,622,355,072 One
1,000
-
-
700,000,000
19,763
-
-
-
3,500,000
649,000
42
18,000
34,280
-
43,200
10,400
-
22,000
2,000,000
-
-
2,200
-
-
-
-
(Continued)
IEEE Geoscience and Remote Sensing Magazine - September 2023

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