Model evaluation paper
|
15 Sep 2020
Model evaluation paper |
|
15 Sep 2020
ML-SWAN-v1: a hybrid machine learning framework for the concentration prediction and discovery of transport pathways of surface water nutrients
Benya Wang , Matthew R. Hipsey , and Carolyn Oldham
Viewed
Total article views: 2,133 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
1,345
729
59
2,133
105
59
73
HTML: 1,345
PDF: 729
XML: 59
Total: 2,133
Supplement: 105
BibTeX: 59
EndNote: 73
Views and downloads (calculated since 06 Apr 2020)
Month
HTML
PDF
XML
Total
Apr 2020
123
22
2
147
May 2020
30
8
0
38
Jun 2020
26
14
2
42
Jul 2020
38
41
20
99
Aug 2020
16
2
0
18
Sep 2020
188
38
4
230
Oct 2020
52
28
1
81
Nov 2020
47
24
1
72
Dec 2020
29
6
0
35
Jan 2021
27
17
0
44
Feb 2021
14
16
0
30
Mar 2021
17
15
0
32
Apr 2021
14
13
0
27
May 2021
18
14
0
32
Jun 2021
7
10
0
17
Jul 2021
14
9
0
23
Aug 2021
10
8
0
18
Sep 2021
15
13
0
28
Oct 2021
8
34
0
42
Nov 2021
18
39
1
58
Dec 2021
15
15
0
30
Jan 2022
9
15
0
24
Feb 2022
12
10
4
26
Mar 2022
11
20
0
31
Apr 2022
23
10
1
34
May 2022
12
10
1
23
Jun 2022
8
9
0
17
Jul 2022
29
10
0
39
Aug 2022
109
7
0
116
Sep 2022
33
11
1
45
Oct 2022
10
9
1
20
Nov 2022
24
9
0
33
Dec 2022
26
19
0
45
Jan 2023
9
13
0
22
Feb 2023
15
6
0
21
Mar 2023
13
7
0
20
Apr 2023
6
8
0
14
May 2023
9
7
0
16
Jun 2023
7
4
1
12
Jul 2023
10
12
0
22
Aug 2023
11
9
1
21
Sep 2023
12
13
0
25
Oct 2023
15
23
0
38
Nov 2023
9
4
0
13
Dec 2023
12
6
2
20
Jan 2024
11
8
1
20
Feb 2024
6
10
0
16
Mar 2024
14
12
1
27
Apr 2024
21
8
5
34
May 2024
20
10
3
33
Jun 2024
47
4
2
53
Jul 2024
16
10
0
26
Aug 2024
25
10
4
39
Sep 2024
16
11
0
27
Oct 2024
9
9
0
18
Nov 2024
0
Cumulative views and downloads
(calculated since 06 Apr 2020)
Month
HTML views
PDF downloads
XML downloads
Apr 2020
123
22
2
147
May 2020
153
30
2
185
Jun 2020
179
44
4
227
Jul 2020
217
85
24
326
Aug 2020
233
87
24
344
Sep 2020
421
125
28
574
Oct 2020
473
153
29
655
Nov 2020
520
177
30
727
Dec 2020
549
183
30
762
Jan 2021
576
200
30
806
Feb 2021
590
216
30
836
Mar 2021
607
231
30
868
Apr 2021
621
244
30
895
May 2021
639
258
30
927
Jun 2021
646
268
30
944
Jul 2021
660
277
30
967
Aug 2021
670
285
30
985
Sep 2021
685
298
30
1,013
Oct 2021
693
332
30
1,055
Nov 2021
711
371
31
1,113
Dec 2021
726
386
31
1,143
Jan 2022
735
401
31
1,167
Feb 2022
747
411
35
1,193
Mar 2022
758
431
35
1,224
Apr 2022
781
441
36
1,258
May 2022
793
451
37
1,281
Jun 2022
801
460
37
1,298
Jul 2022
830
470
37
1,337
Aug 2022
939
477
37
1,453
Sep 2022
972
488
38
1,498
Oct 2022
982
497
39
1,518
Nov 2022
1,006
506
39
1,551
Dec 2022
1,032
525
39
1,596
Jan 2023
1,041
538
39
1,618
Feb 2023
1,056
544
39
1,639
Mar 2023
1,069
551
39
1,659
Apr 2023
1,075
559
39
1,673
May 2023
1,084
566
39
1,689
Jun 2023
1,091
570
40
1,701
Jul 2023
1,101
582
40
1,723
Aug 2023
1,112
591
41
1,744
Sep 2023
1,124
604
41
1,769
Oct 2023
1,139
627
41
1,807
Nov 2023
1,148
631
41
1,820
Dec 2023
1,160
637
43
1,840
Jan 2024
1,171
645
44
1,860
Feb 2024
1,177
655
44
1,876
Mar 2024
1,191
667
45
1,903
Apr 2024
1,212
675
50
1,937
May 2024
1,232
685
53
1,970
Jun 2024
1,279
689
55
2,023
Jul 2024
1,295
699
55
2,049
Aug 2024
1,320
709
59
2,088
Sep 2024
1,336
720
59
2,115
Oct 2024
1,345
729
59
2,133
Nov 2024
1,345
729
59
2,133
Total article views: 1,532 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
1,029
468
35
1,532
105
27
33
HTML: 1,029
PDF: 468
XML: 35
Total: 1,532
Supplement: 105
BibTeX: 27
EndNote: 33
Views and downloads (calculated since 15 Sep 2020)
Month
HTML
PDF
XML
Total
Sep 2020
177
29
4
210
Oct 2020
49
24
1
74
Nov 2020
44
16
1
61
Dec 2020
24
5
0
29
Jan 2021
21
10
0
31
Feb 2021
14
8
0
22
Mar 2021
15
12
0
27
Apr 2021
13
10
0
23
May 2021
16
7
0
23
Jun 2021
7
6
0
13
Jul 2021
14
8
0
22
Aug 2021
9
6
0
15
Sep 2021
14
9
0
23
Oct 2021
6
32
0
38
Nov 2021
17
32
1
50
Dec 2021
13
8
0
21
Jan 2022
8
8
0
16
Feb 2022
11
6
4
21
Mar 2022
9
12
0
21
Apr 2022
23
3
1
27
May 2022
12
7
1
20
Jun 2022
5
5
0
10
Jul 2022
29
7
0
36
Aug 2022
104
6
0
110
Sep 2022
30
6
1
37
Oct 2022
8
7
1
16
Nov 2022
23
8
0
31
Dec 2022
25
16
0
41
Jan 2023
8
10
0
18
Feb 2023
14
3
0
17
Mar 2023
10
5
0
15
Apr 2023
6
8
0
14
May 2023
8
6
0
14
Jun 2023
7
3
1
11
Jul 2023
9
10
0
19
Aug 2023
11
7
1
19
Sep 2023
12
9
0
21
Oct 2023
13
17
0
30
Nov 2023
9
3
0
12
Dec 2023
11
5
2
18
Jan 2024
11
8
1
20
Feb 2024
6
8
0
14
Mar 2024
13
9
1
23
Apr 2024
20
7
5
32
May 2024
17
7
3
27
Jun 2024
45
2
2
49
Jul 2024
14
6
0
20
Aug 2024
23
6
4
33
Sep 2024
13
8
0
21
Oct 2024
9
8
0
17
Nov 2024
0
Cumulative views and downloads
(calculated since 15 Sep 2020)
Month
HTML views
PDF downloads
XML downloads
Sep 2020
177
29
4
Oct 2020
226
53
5
Nov 2020
270
69
6
Dec 2020
294
74
6
Jan 2021
315
84
6
Feb 2021
329
92
6
Mar 2021
344
104
6
Apr 2021
357
114
6
May 2021
373
121
6
Jun 2021
380
127
6
Jul 2021
394
135
6
Aug 2021
403
141
6
Sep 2021
417
150
6
Oct 2021
423
182
6
Nov 2021
440
214
7
Dec 2021
453
222
7
Jan 2022
461
230
7
Feb 2022
472
236
11
Mar 2022
481
248
11
Apr 2022
504
251
12
May 2022
516
258
13
Jun 2022
521
263
13
Jul 2022
550
270
13
Aug 2022
654
276
13
Sep 2022
684
282
14
Oct 2022
692
289
15
Nov 2022
715
297
15
Dec 2022
740
313
15
Jan 2023
748
323
15
Feb 2023
762
326
15
Mar 2023
772
331
15
Apr 2023
778
339
15
May 2023
786
345
15
Jun 2023
793
348
16
Jul 2023
802
358
16
Aug 2023
813
365
17
Sep 2023
825
374
17
Oct 2023
838
391
17
Nov 2023
847
394
17
Dec 2023
858
399
19
Jan 2024
869
407
20
Feb 2024
875
415
20
Mar 2024
888
424
21
Apr 2024
908
431
26
May 2024
925
438
29
Jun 2024
970
440
31
Jul 2024
984
446
31
Aug 2024
1,007
452
35
Sep 2024
1,020
460
35
Oct 2024
1,029
468
35
Nov 2024
1,029
468
35
Total article views: 601 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
316
261
24
601
32
40
HTML: 316
PDF: 261
XML: 24
Total: 601
BibTeX: 32
EndNote: 40
Views and downloads (calculated since 06 Apr 2020)
Month
HTML
PDF
XML
Total
Apr 2020
123
22
2
147
May 2020
30
8
0
38
Jun 2020
26
14
2
42
Jul 2020
38
41
20
99
Aug 2020
16
2
0
18
Sep 2020
11
9
0
20
Oct 2020
3
4
0
7
Nov 2020
3
8
0
11
Dec 2020
5
1
0
6
Jan 2021
6
7
0
13
Feb 2021
8
0
8
Mar 2021
2
3
0
5
Apr 2021
1
3
0
4
May 2021
2
7
0
9
Jun 2021
4
0
4
Jul 2021
1
0
1
Aug 2021
1
2
0
3
Sep 2021
1
4
0
5
Oct 2021
2
2
0
4
Nov 2021
1
7
0
8
Dec 2021
2
7
0
9
Jan 2022
1
7
0
8
Feb 2022
1
4
0
5
Mar 2022
2
8
0
10
Apr 2022
7
0
7
May 2022
3
0
3
Jun 2022
3
4
0
7
Jul 2022
3
0
3
Aug 2022
5
1
0
6
Sep 2022
3
5
0
8
Oct 2022
2
2
0
4
Nov 2022
1
1
0
2
Dec 2022
1
3
0
4
Jan 2023
1
3
0
4
Feb 2023
1
3
0
4
Mar 2023
3
2
0
5
Apr 2023
0
May 2023
1
1
0
2
Jun 2023
1
0
1
Jul 2023
1
2
0
3
Aug 2023
2
0
2
Sep 2023
4
0
4
Oct 2023
2
6
0
8
Nov 2023
1
0
1
Dec 2023
1
1
0
2
Jan 2024
0
Feb 2024
2
0
2
Mar 2024
1
3
0
4
Apr 2024
1
1
0
2
May 2024
3
3
0
6
Jun 2024
2
2
0
4
Jul 2024
2
4
0
6
Aug 2024
2
4
0
6
Sep 2024
3
3
0
6
Oct 2024
1
0
1
Nov 2024
0
Cumulative views and downloads
(calculated since 06 Apr 2020)
Month
HTML views
PDF downloads
XML downloads
Apr 2020
123
22
2
May 2020
153
30
2
Jun 2020
179
44
4
Jul 2020
217
85
24
Aug 2020
233
87
24
Sep 2020
244
96
24
Oct 2020
247
100
24
Nov 2020
250
108
24
Dec 2020
255
109
24
Jan 2021
261
116
24
Feb 2021
261
124
24
Mar 2021
263
127
24
Apr 2021
264
130
24
May 2021
266
137
24
Jun 2021
266
141
24
Jul 2021
266
142
24
Aug 2021
267
144
24
Sep 2021
268
148
24
Oct 2021
270
150
24
Nov 2021
271
157
24
Dec 2021
273
164
24
Jan 2022
274
171
24
Feb 2022
275
175
24
Mar 2022
277
183
24
Apr 2022
277
190
24
May 2022
277
193
24
Jun 2022
280
197
24
Jul 2022
280
200
24
Aug 2022
285
201
24
Sep 2022
288
206
24
Oct 2022
290
208
24
Nov 2022
291
209
24
Dec 2022
292
212
24
Jan 2023
293
215
24
Feb 2023
294
218
24
Mar 2023
297
220
24
Apr 2023
297
220
24
May 2023
298
221
24
Jun 2023
298
222
24
Jul 2023
299
224
24
Aug 2023
299
226
24
Sep 2023
299
230
24
Oct 2023
301
236
24
Nov 2023
301
237
24
Dec 2023
302
238
24
Jan 2024
302
238
24
Feb 2024
302
240
24
Mar 2024
303
243
24
Apr 2024
304
244
24
May 2024
307
247
24
Jun 2024
309
249
24
Jul 2024
311
253
24
Aug 2024
313
257
24
Sep 2024
316
260
24
Oct 2024
316
261
24
Nov 2024
316
261
24
Viewed (geographical distribution)
Total article views: 2,133 (including HTML, PDF, and XML)
Thereof 1,898 with geography defined
and 235 with unknown origin.
Total article views: 1,532 (including HTML, PDF, and XML)
Thereof 1,435 with geography defined
and 97 with unknown origin.
Total article views: 601 (including HTML, PDF, and XML)
Thereof 463 with geography defined
and 138 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
Latest update: 04 Nov 2024