Research article
|
27 Oct 2021
Research article |
|
27 Oct 2021
Improving flood damage assessments in data-scarce areas by retrieval of building characteristics through UAV image segmentation and machine learning – a case study of the 2019 floods in southern Malawi
Lucas Wouters , Anaïs Couasnon , Marleen C. de Ruiter , Marc J. C. van den Homberg , Aklilu Teklesadik , and Hans de Moel
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Total article views: 3,135 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
2,116
957
62
3,135
42
50
HTML: 2,116
PDF: 957
XML: 62
Total: 3,135
BibTeX: 42
EndNote: 50
Views and downloads (calculated since 15 Jan 2021)
Month
HTML
PDF
XML
Total
Jan 2021
203
44
4
251
Feb 2021
39
6
0
45
Mar 2021
79
14
1
94
Apr 2021
67
21
4
92
May 2021
27
8
0
35
Jun 2021
34
16
3
53
Jul 2021
18
12
0
30
Aug 2021
10
8
0
18
Sep 2021
69
24
0
93
Oct 2021
254
123
2
379
Nov 2021
179
78
2
259
Dec 2021
87
22
2
111
Jan 2022
81
31
2
114
Feb 2022
88
21
2
111
Mar 2022
57
27
0
84
Apr 2022
56
32
1
89
May 2022
35
11
1
47
Jun 2022
28
15
2
45
Jul 2022
17
8
0
25
Aug 2022
51
21
0
72
Sep 2022
48
21
2
71
Oct 2022
42
14
5
61
Nov 2022
41
37
2
80
Dec 2022
31
15
0
46
Jan 2023
30
28
2
60
Feb 2023
39
17
1
57
Mar 2023
45
22
1
68
Apr 2023
22
17
1
40
May 2023
26
29
7
62
Jun 2023
27
30
1
58
Jul 2023
31
14
1
46
Aug 2023
32
22
2
56
Sep 2023
27
20
1
48
Oct 2023
29
28
3
60
Nov 2023
25
14
1
40
Dec 2023
28
14
1
43
Jan 2024
26
21
0
47
Feb 2024
27
19
2
48
Mar 2024
34
19
2
55
Apr 2024
27
14
1
42
Cumulative views and downloads
(calculated since 15 Jan 2021)
Month
HTML views
PDF downloads
XML downloads
Jan 2021
203
44
4
251
Feb 2021
242
50
4
296
Mar 2021
321
64
5
390
Apr 2021
388
85
9
482
May 2021
415
93
9
517
Jun 2021
449
109
12
570
Jul 2021
467
121
12
600
Aug 2021
477
129
12
618
Sep 2021
546
153
12
711
Oct 2021
800
276
14
1,090
Nov 2021
979
354
16
1,349
Dec 2021
1,066
376
18
1,460
Jan 2022
1,147
407
20
1,574
Feb 2022
1,235
428
22
1,685
Mar 2022
1,292
455
22
1,769
Apr 2022
1,348
487
23
1,858
May 2022
1,383
498
24
1,905
Jun 2022
1,411
513
26
1,950
Jul 2022
1,428
521
26
1,975
Aug 2022
1,479
542
26
2,047
Sep 2022
1,527
563
28
2,118
Oct 2022
1,569
577
33
2,179
Nov 2022
1,610
614
35
2,259
Dec 2022
1,641
629
35
2,305
Jan 2023
1,671
657
37
2,365
Feb 2023
1,710
674
38
2,422
Mar 2023
1,755
696
39
2,490
Apr 2023
1,777
713
40
2,530
May 2023
1,803
742
47
2,592
Jun 2023
1,830
772
48
2,650
Jul 2023
1,861
786
49
2,696
Aug 2023
1,893
808
51
2,752
Sep 2023
1,920
828
52
2,800
Oct 2023
1,949
856
55
2,860
Nov 2023
1,974
870
56
2,900
Dec 2023
2,002
884
57
2,943
Jan 2024
2,028
905
57
2,990
Feb 2024
2,055
924
59
3,038
Mar 2024
2,089
943
61
3,093
Apr 2024
2,116
957
62
3,135
Total article views: 2,005 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
1,438
522
45
2,005
33
44
HTML: 1,438
PDF: 522
XML: 45
Total: 2,005
BibTeX: 33
EndNote: 44
Views and downloads (calculated since 27 Oct 2021)
Month
HTML
PDF
XML
Total
Oct 2021
198
32
2
232
Nov 2021
167
34
2
203
Dec 2021
82
13
2
97
Jan 2022
79
19
2
100
Feb 2022
87
20
2
109
Mar 2022
54
14
0
68
Apr 2022
55
23
1
79
May 2022
33
8
1
42
Jun 2022
21
13
2
36
Jul 2022
14
6
0
20
Aug 2022
51
17
0
68
Sep 2022
47
14
2
63
Oct 2022
39
12
4
55
Nov 2022
35
35
2
72
Dec 2022
30
10
0
40
Jan 2023
23
13
2
38
Feb 2023
37
11
1
49
Mar 2023
44
18
0
62
Apr 2023
21
13
0
34
May 2023
25
27
7
59
Jun 2023
27
27
1
55
Jul 2023
28
11
0
39
Aug 2023
28
18
2
48
Sep 2023
27
17
1
45
Oct 2023
28
25
2
55
Nov 2023
25
14
1
40
Dec 2023
28
10
1
39
Jan 2024
25
7
0
32
Feb 2024
22
15
2
39
Mar 2024
32
16
2
50
Apr 2024
26
10
1
37
Cumulative views and downloads
(calculated since 27 Oct 2021)
Month
HTML views
PDF downloads
XML downloads
Oct 2021
198
32
2
Nov 2021
365
66
4
Dec 2021
447
79
6
Jan 2022
526
98
8
Feb 2022
613
118
10
Mar 2022
667
132
10
Apr 2022
722
155
11
May 2022
755
163
12
Jun 2022
776
176
14
Jul 2022
790
182
14
Aug 2022
841
199
14
Sep 2022
888
213
16
Oct 2022
927
225
20
Nov 2022
962
260
22
Dec 2022
992
270
22
Jan 2023
1,015
283
24
Feb 2023
1,052
294
25
Mar 2023
1,096
312
25
Apr 2023
1,117
325
25
May 2023
1,142
352
32
Jun 2023
1,169
379
33
Jul 2023
1,197
390
33
Aug 2023
1,225
408
35
Sep 2023
1,252
425
36
Oct 2023
1,280
450
38
Nov 2023
1,305
464
39
Dec 2023
1,333
474
40
Jan 2024
1,358
481
40
Feb 2024
1,380
496
42
Mar 2024
1,412
512
44
Apr 2024
1,438
522
45
Total article views: 1,130 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
678
435
17
1,130
9
6
HTML: 678
PDF: 435
XML: 17
Total: 1,130
BibTeX: 9
EndNote: 6
Views and downloads (calculated since 15 Jan 2021)
Month
HTML
PDF
XML
Total
Jan 2021
203
44
4
251
Feb 2021
39
6
0
45
Mar 2021
79
14
1
94
Apr 2021
67
21
4
92
May 2021
27
8
0
35
Jun 2021
34
16
3
53
Jul 2021
18
12
0
30
Aug 2021
10
8
0
18
Sep 2021
69
24
0
93
Oct 2021
56
91
0
147
Nov 2021
12
44
0
56
Dec 2021
5
9
0
14
Jan 2022
2
12
0
14
Feb 2022
1
1
0
2
Mar 2022
3
13
0
16
Apr 2022
1
9
0
10
May 2022
2
3
0
5
Jun 2022
7
2
0
9
Jul 2022
3
2
0
5
Aug 2022
4
0
4
Sep 2022
1
7
0
8
Oct 2022
3
2
1
6
Nov 2022
6
2
0
8
Dec 2022
1
5
0
6
Jan 2023
7
15
0
22
Feb 2023
2
6
0
8
Mar 2023
1
4
1
6
Apr 2023
1
4
1
6
May 2023
1
2
0
3
Jun 2023
3
0
3
Jul 2023
3
3
1
7
Aug 2023
4
4
0
8
Sep 2023
3
0
3
Oct 2023
1
3
1
5
Nov 2023
0
Dec 2023
4
0
4
Jan 2024
1
14
0
15
Feb 2024
5
4
0
9
Mar 2024
2
3
0
5
Apr 2024
1
4
0
5
Cumulative views and downloads
(calculated since 15 Jan 2021)
Month
HTML views
PDF downloads
XML downloads
Jan 2021
203
44
4
Feb 2021
242
50
4
Mar 2021
321
64
5
Apr 2021
388
85
9
May 2021
415
93
9
Jun 2021
449
109
12
Jul 2021
467
121
12
Aug 2021
477
129
12
Sep 2021
546
153
12
Oct 2021
602
244
12
Nov 2021
614
288
12
Dec 2021
619
297
12
Jan 2022
621
309
12
Feb 2022
622
310
12
Mar 2022
625
323
12
Apr 2022
626
332
12
May 2022
628
335
12
Jun 2022
635
337
12
Jul 2022
638
339
12
Aug 2022
638
343
12
Sep 2022
639
350
12
Oct 2022
642
352
13
Nov 2022
648
354
13
Dec 2022
649
359
13
Jan 2023
656
374
13
Feb 2023
658
380
13
Mar 2023
659
384
14
Apr 2023
660
388
15
May 2023
661
390
15
Jun 2023
661
393
15
Jul 2023
664
396
16
Aug 2023
668
400
16
Sep 2023
668
403
16
Oct 2023
669
406
17
Nov 2023
669
406
17
Dec 2023
669
410
17
Jan 2024
670
424
17
Feb 2024
675
428
17
Mar 2024
677
431
17
Apr 2024
678
435
17
Viewed (geographical distribution)
Total article views: 3,135 (including HTML, PDF, and XML)
Thereof 2,963 with geography defined
and 172 with unknown origin.
Total article views: 2,005 (including HTML, PDF, and XML)
Thereof 1,907 with geography defined
and 98 with unknown origin.
Total article views: 1,130 (including HTML, PDF, and XML)
Thereof 1,056 with geography defined
and 74 with unknown origin.
Total:
0
HTML:
0
PDF:
0
XML:
0
Total:
0
HTML:
0
PDF:
0
XML:
0
Total:
0
HTML:
0
PDF:
0
XML:
0
Cited
Latest update: 24 Apr 2024