FMIPROT & Camera Network Portal

FMIPROT & Camera Network Portal

Operational Monitoring

Multiple sets of setups are running in FMIPROT server regularly, triggered by a job scheduler, producing near real time results for operational monitoring of snow cover and vegetation. The processing system is explained in this study. Details of the algorithms used in the processing can be found in the publications here.

Operational monitoring is in development. Processing options, the data and the availability may change without notice. Although the algorithms are published, processing options in the setups (thus, the output data) defined for the monitoring are not in final phase and not validated.

76 sets of setups are defined for operational monitoring. Visualized results, the setup reports (processing options) and output data can be accessed from the links below and from the sub menu on the left side of the page.

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Status of setup collections

Collection nameSetupsAnalysesClockIntervalsLast run timeAPI AccessResults
Campaign: Snow cover (3 Class) monitoring using ML
πŸ”—
Snow cover monitoring with MONIMET using ML (NRT)
29
32
5 - 21
60 mins.
Start:   2025-04-03 18:00:02 UTC
Finish: Running now
Yes
πŸ”—
Snow cover monitoring with MONIMET using ML (2023 -> )
29
40
22 - 4
21600 mins.
Start:   2025-04-01 22:00:02 UTC
Finish: 2025-04-01 23:58:34 UTC
Yes
πŸ”—
Snow cover monitoring with MONIMET using ML (2022-2023)
29
40
Start:   2024-09-18 07:51:35 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with MONIMET using ML (2021-2022)
29
42
Start:   2024-09-18 07:51:34 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 1 (NRT)
225
210
1 - 23
1440 mins.
Start:   2025-04-03 11:30:02 UTC
Finish: 2025-04-03 14:57:42 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 1 (2023 -> )
225
274
22 - 4
21600 mins.
Start:   2025-04-01 22:00:02 UTC
Finish: 2025-04-02 11:47:43 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 1 (2022-2023)
225
134
Start:   2024-09-18 07:51:43 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 1 (2021-2022)
225
96
Start:   2024-09-18 07:51:41 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 2 (NRT)
119
118
1 - 23
1440 mins.
Start:   2025-04-03 07:52:02 UTC
Finish: 2025-04-03 10:08:50 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 2 (2023 -> )
119
128
22 - 4
21600 mins.
Start:   2025-04-01 22:00:03 UTC
Finish: 2025-04-02 06:40:34 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 2 (2022-2023)
119
80
Start:   2024-09-18 07:51:50 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 2 (2021-2022)
119
24
Start:   2024-09-18 07:51:49 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 3 (NRT)
244
250
1 - 23
1440 mins.
Start:   2025-04-03 07:52:03 UTC
Finish: 2025-04-03 11:39:52 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 3 (2023 -> )
244
304
22 - 4
21600 mins.
Start:   2025-04-01 22:00:03 UTC
Finish: 2025-04-02 12:21:49 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 3 (2022-2023)
244
138
Start:   2024-09-18 07:51:52 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with Phenocam using ML Part 3 (2021-2022)
244
112
Start:   2024-09-18 07:51:52 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (NRT)
6
20
5 - 21
30 mins.
Start:   2025-04-03 18:06:01 UTC
Finish: Running now
Yes
πŸ”—
243
0
No
πŸ”—
Snow cover monitoring with airport cameras using ML (2022-2023)
6
20
Start:   2024-09-18 07:51:31 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (2021-2022)
6
20
Start:   2024-09-18 07:51:31 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Campaign: Snow depth monitoring with MONIMET Camera Network (NRT)
πŸ”—
Snow depth monitoring with MONIMET Camera Network (NRT)
4
1
5 - 21
30 mins.
Start:   2025-04-03 18:00:03 UTC
Finish: 2025-04-03 18:01:31 UTC
Yes
πŸ”—
Snow depth monitoring with MONIMET Camera Network (2023 -> )
4
3
22 - 4
21600 mins.
Start:   2025-04-01 22:00:04 UTC
Finish: 2025-04-01 22:13:56 UTC
Yes
πŸ”—
Snow depth monitoring with MONIMET Camera Network (2022-2023)
4
3
Start:   2024-09-18 07:51:36 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow depth monitoring with MONIMET Camera Network (2021-2022)
4
4
Start:   2024-09-18 07:51:36 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow depth monitoring with LUMIKE Cameras in SodankylΓ€ (NRT)
1
4
5 - 21
30 mins.
Start:   2025-04-03 18:00:04 UTC
Finish: 2025-04-03 18:01:01 UTC
Yes
πŸ”—
Snow depth monitoring with LUMIKE Cameras in SodankylΓ€ (2023 -> )
1
4
22 - 4
21600 mins.
Start:   2025-04-01 22:00:04 UTC
Finish: 2025-04-01 22:15:41 UTC
Yes
πŸ”—
Snow depth monitoring with LUMIKE Cameras in SodankylΓ€ (2022-2023)
1
4
Start:   2024-09-18 07:51:32 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow depth monitoring with LUMIKE Cameras in SodankylΓ€ (2021-2022)
1
4
Start:   2024-09-18 07:51:32 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Campaign: Fractional Snow Cover
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (NRT)
7
4
5 - 21
60 mins.
Start:   2025-04-03 18:00:04 UTC
Finish: 2025-04-03 18:04:08 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2024 -> )
7
5
22 - 4
21600 mins.
Start:   2025-03-20 22:00:02 UTC
Finish: 2025-03-20 22:38:14 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2023 -> )
7
6
22 - 4
21600 mins.
Start:   2025-04-01 22:08:04 UTC
Finish: 2025-04-01 23:39:33 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2023-2024)
7
6
Start:   2024-11-20 14:52:02 UTC
Finish: 2024-11-21 09:37:22 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2022-2023)
7
6
Start:   2024-09-18 07:51:34 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2021-2022)
7
7
Start:   2024-09-18 07:51:33 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2020-2021)
7
7
Start:   2024-11-20 14:52:03 UTC
Finish: 2024-11-21 09:13:59 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2019-2020)
7
7
Start:   2024-11-20 14:52:03 UTC
Finish: 2024-11-21 12:43:51 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2018-2019)
7
7
Start:   2024-11-20 20:10:02 UTC
Finish: 2024-11-21 20:25:44 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2017-2018)
7
7
Start:   2024-11-21 09:14:00 UTC
Finish: 2024-11-22 10:12:14 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2016-2017)
7
7
Start:   2024-11-21 09:37:23 UTC
Finish: 2024-11-22 09:57:09 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2015-2016)
7
7
Start:   2024-11-21 12:43:51 UTC
Finish: 2024-11-22 11:55:08 UTC
Yes
πŸ”—
Fractional snow cover monitoring with MONIMET Camera Network (2014-2015)
7
7
Start:   2024-11-21 20:25:45 UTC
Finish: 2024-11-22 16:06:26 UTC
Yes
πŸ”—
Fractional snow cover monthly monitoring with Phenocam Cameras (NRT)
6
2
1 - 23
60 mins.
Start:   2025-04-03 18:01:02 UTC
Finish: 2025-04-03 18:02:18 UTC
Yes
πŸ”—
Fractional snow cover monthly monitoring with Phenocam Cameras (2023 -> )
6
2
22 - 4
21600 mins.
Start:   2025-04-01 22:29:04 UTC
Finish: 2025-04-01 22:51:27 UTC
Yes
πŸ”—
Fractional snow cover monthly monitoring with Phenocam Cameras (2022-2023)
6
6
Start:   2024-09-18 07:51:39 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Fractional snow cover monthly monitoring with Phenocam Cameras (2021-2022)
6
6
Start:   2024-09-18 07:51:39 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Fractional snow cover monitoring with LUMIKE Cameras in SodankylΓ€ (NRT)
1
2
5 - 21
60 mins.
Start:   2025-04-03 18:00:05 UTC
Finish: 2025-04-03 18:00:36 UTC
Yes
πŸ”—
Fractional snow cover monitoring with LUMIKE Cameras in SodankylΓ€ (2023 -> )
1
2
22 - 4
21600 mins.
Start:   2025-04-01 22:19:04 UTC
Finish: 2025-04-01 22:25:53 UTC
Yes
πŸ”—
Fractional snow cover monitoring with LUMIKE Cameras in SodankylΓ€ (2022-2023)
1
2
Start:   2024-09-18 07:51:32 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Fractional snow cover monitoring with LUMIKE Cameras in SodankylΓ€ (2021-2022)
1
2
Start:   2024-09-18 07:51:32 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Campaign: Vegetation Indices
πŸ”—
Vegetation monitoring with MONIMET Camera Network (NRT)
15
21
5 - 21
60 mins.
Start:   2025-04-03 18:01:03 UTC
Finish: Running now
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2024 -> )
15
25
22 - 4
21600 mins.
Start:   2025-04-01 22:49:04 UTC
Finish: 2025-04-02 02:40:20 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2023)
15
25
Start:   2024-09-18 07:51:38 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2022)
15
26
Start:   2024-09-18 07:51:37 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2021)
15
26
Start:   2024-09-18 07:51:37 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2020)
15
30
Start:   2024-11-22 09:57:09 UTC
Finish: 2024-11-23 21:31:11 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2019)
15
31
Start:   2024-11-22 10:12:15 UTC
Finish: 2024-11-24 08:59:17 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2018)
15
32
Start:   2024-11-22 11:55:08 UTC
Finish: 2024-11-24 13:06:26 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2017)
15
34
Start:   2024-11-22 16:06:26 UTC
Finish: 2024-11-25 02:29:53 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2016)
15
33
Start:   2024-11-23 21:31:12 UTC
Finish: 2024-11-26 00:32:07 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2015)
15
32
Start:   2024-11-24 08:59:17 UTC
Finish: 2024-11-25 20:16:31 UTC
Yes
πŸ”—
Vegetation monitoring with MONIMET Camera Network (2014)
15
13
Start:   2024-11-24 13:06:27 UTC
Finish: 2024-11-25 03:50:46 UTC
Yes
πŸ”—
Vegetation monitoring with UEF Cameras (2021)
2
2
Start:   2024-09-18 07:51:54 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Vegetation monitoring with UEF Cameras (2020)
2
2
Start:   2024-09-18 07:51:54 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Vegetation monitoring with UEF Cameras (2019)
2
2
Start:   2024-09-18 07:51:54 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Vegetation monitoring with UEF Cameras (2018)
2
2
Start:   2024-09-18 07:51:54 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Campaign: LumiPilotti Project
πŸ”—
LumiPilotti project snow cover monitoring pilot with airport and AWS cameras (NRT)
8
25
5 - 21
10 mins.
Start:   2025-04-03 18:00:02 UTC
Finish: 2025-04-03 18:05:39 UTC
Yes
πŸ”—
LumiPilotti project snow cover monitoring pilot with airport and AWS cameras (2024 -> )
8
25
22 - 4
21600 mins.
Start:   2025-03-26 22:00:02 UTC
Finish: 2025-03-26 23:30:08 UTC
Yes
πŸ”—
LumiPilotti project snow cover monitoring pilot with airport and AWS cameras (2022-2023)
8
25
Start:   2024-09-18 07:51:33 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
LumiPilotti project snow cover monitoring pilot with airport and AWS cameras (2021-2022)
8
25
Start:   2024-09-18 07:51:32 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (NRT)
6
20
5 - 21
30 mins.
Start:   2025-04-03 18:06:01 UTC
Finish: Running now
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (2024 -> )
6
20
22 - 4
21600 mins.
Start:   2025-03-26 22:00:02 UTC
Finish: 2025-03-26 23:25:07 UTC
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (2023-2024)
6
20
Start:   2024-12-26 16:22:02 UTC
Finish: 2024-12-28 09:27:23 UTC
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (2022-2023)
6
20
Start:   2024-09-18 07:51:31 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with airport cameras using ML (2021-2022)
6
20
Start:   2024-09-18 07:51:31 UTC
Finish: 2024-09-18 07:53:13 UTC
Yes
πŸ”—
Snow cover monitoring with AWS cameras using ML (NRT)
2
4
5 - 21
30 mins.
Start:   2025-04-03 18:06:02 UTC
Finish: 2025-04-03 18:06:35 UTC
No
πŸ”—
Snow cover monitoring with AWS cameras using ML (2024 -> )
2
4
22 - 4
21600 mins.
Start:   2025-03-27 22:00:01 UTC
Finish: 2025-03-27 22:03:22 UTC
No
πŸ”—
Snow cover monitoring with AWS cameras using ML (2023-2024)
2
4
Start:   2024-12-28 09:28:02 UTC
Finish: 2024-12-28 10:35:12 UTC
No
πŸ”—
Snow cover monitoring with AWS cameras using ML (2022-2023)
2
4
Start:   2024-12-28 10:35:13 UTC
Finish: 2024-12-28 11:16:36 UTC
No
πŸ”—
Snow cover monitoring with AWS cameras using ML (2021-2022)
2
4
Start:   2024-12-28 11:16:37 UTC
Finish: 2024-12-28 11:41:20 UTC
No
πŸ”—
Last run is on timeRunning nowNext run is lateOne-time run, disabled or not started

Data

2772 analyses in 2865 setups are producing output data for 5 parameters, using input data from 444 cameras in 5 camera networks.

The data can be downloaded in Download Data page.