Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
2
  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
3
\"affiliation_03\": \"\", \"email\": \"jacob.hirschberg@wsl.ch\", 
3
\"affiliation_03\": \"\", \"email\": \"jacob.hirschberg@wsl.ch\", 
            
4
\"given_name\": \"Jacob\", \"identifier\": 
4
\"given_name\": \"Jacob\", \"identifier\": 
            
5
\"https://orcid.org/0000-0002-0348-7921\", \"name\": 
5
\"https://orcid.org/0000-0002-0348-7921\", \"name\": 
            
6
\"Hirschberg\"}]",
6
\"Hirschberg\"}]",
            
7
  "author_email": null,
7
  "author_email": null,
            
8
  "creator_user_id": "0b040ad3-18f5-4c94-bb8f-2c32582b45c8",
8
  "creator_user_id": "0b040ad3-18f5-4c94-bb8f-2c32582b45c8",
            
9
  "date": "[{\"date\": \"2021-08-17\", \"date_type\": \"created\", 
9
  "date": "[{\"date\": \"2021-08-17\", \"date_type\": \"created\", 
            
10
\"end_date\": \"\"}]",
10
\"end_date\": \"\"}]",
            
11
  "doi": "",
11
  "doi": "",
            
12
  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL 
12
  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL 
            
13
CCAMM\", \"institution_url\": \"\"}]",
13
CCAMM\", \"institution_url\": \"\"}]",
            
14
  "groups": [],
14
  "groups": [],
            
15
  "id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
15
  "id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
            
16
  "isopen": false,
16
  "isopen": false,
            
17
  "language": "en",
17
  "language": "en",
            
18
  "license_id": "other-undefined",
18
  "license_id": "other-undefined",
            
19
  "license_title": "Other (Specified in the description)",
19
  "license_title": "Other (Specified in the description)",
            
20
  "maintainer": "{\"affiliation\": \"WSL\", \"email\": 
20
  "maintainer": "{\"affiliation\": \"WSL\", \"email\": 
            
21
\"jacob.hirschberg@wsl.ch\", \"given_name\": \"Jacob\", 
21
\"jacob.hirschberg@wsl.ch\", \"given_name\": \"Jacob\", 
            
22
\"identifier\": \"https://orcid.org/0000-0002-0348-7921\", \"name\": 
22
\"identifier\": \"https://orcid.org/0000-0002-0348-7921\", \"name\": 
            
23
\"Hirschberg\"}",
23
\"Hirschberg\"}",
            
24
  "maintainer_email": null,
24
  "maintainer_email": null,
            
25
  "metadata_created": "2021-08-17T07:01:04.408887",
25
  "metadata_created": "2021-08-17T07:01:04.408887",
            
n
26
  "metadata_modified": "2021-08-17T07:05:27.350559",
n
26
  "metadata_modified": "2021-08-17T07:13:29.606579",
            
27
  "name": "debris-flow-prediction-based-on-rainfall",
27
  "name": "debris-flow-prediction-based-on-rainfall",
            
n
28
  "notes": "Source code for debris flow preditction based on rainfall. 
n
28
  "notes": "This is the source code to compute rainfall thresholds for 
            
29
For further information, see Hirschberg et al. (2021).",
29
debris flows or landslides following Hirschberg et al. 
            
30
(2021).\r\n\r\n## How to install and run the example\r\n\r\nPyhton has 
            
31
to be installed to run the codes. To make sure it works correctly, it 
            
32
is easiest to install Anaconda and create an environment with the 
            
33
right packages from the yml-file. To this end, in a command-line 
            
34
interpreter, change the working directory to where you saved this 
            
35
project and run the following:\r\n\r\n`$ conda env create -f 
            
36
environment.yml`\r\n\r\n`$ conda activate thresholds` or `$ source 
            
37
activate thresholds`\r\n\r\nTo run an example:\r\n\r\n`$ python 
            
38
run_example()`\r\n\r\nIt will save a dat-file and a figure as Fig. 7 
            
39
in Hirschberg et al. (2021), where more information can be 
            
40
found.\r\n\r\n## License\r\nGNU General Public License v3.0\r\n",
            
30
  "num_resources": 1,
41
  "num_resources": 1,
            
n
31
  "num_tags": 5,
n
42
  "num_tags": 6,
            
32
  "organization": {
43
  "organization": {
            
33
    "approval_status": "approved",
44
    "approval_status": "approved",
            
34
    "created": "2016-09-02T14:17:02.029939",
45
    "created": "2016-09-02T14:17:02.029939",
            
35
    "description": " The Research Unit investigates natural hazard 
46
    "description": " The Research Unit investigates natural hazard 
            
36
processes in mountainous areas, in particular the triggering and 
47
processes in mountainous areas, in particular the triggering and 
            
37
propagation of floods, sediment transport, landslides, debris flows 
48
propagation of floods, sediment transport, landslides, debris flows 
            
38
and rock fall. Process studies on the scale of slopes, channels and 
49
and rock fall. Process studies on the scale of slopes, channels and 
            
39
catchments form the basis for the development of simulation models and 
50
catchments form the basis for the development of simulation models and 
            
40
of hazard assessment procedures and for the design of countermeasures. 
51
of hazard assessment procedures and for the design of countermeasures. 
            
41
To this end worldwide unique observation systems are developed, such 
52
To this end worldwide unique observation systems are developed, such 
            
42
as a debris flow balance and geophone systems for bedload transport. 
53
as a debris flow balance and geophone systems for bedload transport. 
            
43
Damage and damaging processes due to frequent and extreme events are 
54
Damage and damaging processes due to frequent and extreme events are 
            
44
assessed as prerequisites for the risk-based and sustainable 
55
assessed as prerequisites for the risk-based and sustainable 
            
45
management of natural hazards.\r\n\r\nA second focus of the unit is on 
56
management of natural hazards.\r\n\r\nA second focus of the unit is on 
            
46
the estimation and prediction of snow and water resources, e.g. for 
57
the estimation and prediction of snow and water resources, e.g. for 
            
47
hydropower production or early recognition of drought. The unit 
58
hydropower production or early recognition of drought. The unit 
            
48
operates a snow hydrological service for federal and cantonal agencies 
59
operates a snow hydrological service for federal and cantonal agencies 
            
49
and a drought information platform for a broad range of water 
60
and a drought information platform for a broad range of water 
            
50
users.\r\n\r\n__Further information__: 
61
users.\r\n\r\n__Further information__: 
            
51
.ch/en/about-wsl/organization/research-units/mountain-hydrology.html",
62
.ch/en/about-wsl/organization/research-units/mountain-hydrology.html",
            
52
    "id": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
63
    "id": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
            
53
    "image_url": "2018-07-10-091052.004438LogoWSL.svg",
64
    "image_url": "2018-07-10-091052.004438LogoWSL.svg",
            
54
    "is_organization": true,
65
    "is_organization": true,
            
55
    "name": "gebirgshydrologie",
66
    "name": "gebirgshydrologie",
            
56
    "state": "active",
67
    "state": "active",
            
57
    "title": "GebirgsHydrologie",
68
    "title": "GebirgsHydrologie",
            
58
    "type": "organization"
69
    "type": "organization"
            
59
  },
70
  },
            
60
  "owner_org": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
71
  "owner_org": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
            
61
  "private": false,
72
  "private": false,
            
62
  "publication": "{\"publication_year\": \"2021\", \"publisher\": 
73
  "publication": "{\"publication_year\": \"2021\", \"publisher\": 
            
63
\"EnviDat\"}",
74
\"EnviDat\"}",
            
64
  "publication_state": "",
75
  "publication_state": "",
            
n
65
  "related_datasets": "",
n
76
  "related_datasets": "* 
            
66
  "related_publications": "",
77
envidat.ch/#/metadata/debris-flow-volumes-at-the-illgraben-2000-2017",
            
78
  "related_publications": "* Hirschberg, J., Badoux, A., McArdell, B. 
            
79
W., Leonarduzzi, E., and Molnar, P.: Limitations of rainfall 
            
80
thresholds for debris-flow prediction in an Alpine catchment, Nat. 
            
81
Hazards Earth Syst. Sci. Discuss. [preprint], 
            
82
https://doi.org/10.5194/nhess-2021-135, in review, 2021.",
            
67
  "relationships_as_object": [],
83
  "relationships_as_object": [],
            
68
  "relationships_as_subject": [],
84
  "relationships_as_subject": [],
            
69
  "resource_type": "dataset",
85
  "resource_type": "dataset",
            
70
  "resource_type_general": "dataset",
86
  "resource_type_general": "dataset",
            
71
  "resources": [
87
  "resources": [
            
72
    {
88
    {
            
73
      "cache_last_updated": null,
89
      "cache_last_updated": null,
            
74
      "cache_url": null,
90
      "cache_url": null,
            
75
      "created": "2021-08-17T07:05:24.202053",
91
      "created": "2021-08-17T07:05:24.202053",
            
76
      "description": ".zip file with code and example data. See the 
92
      "description": ".zip file with code and example data. See the 
            
77
README.md for how to use it.",
93
README.md for how to use it.",
            
78
      "doi": "",
94
      "doi": "",
            
79
      "format": ".zip",
95
      "format": ".zip",
            
80
      "hash": "",
96
      "hash": "",
            
81
      "id": "9fc14677-b6c7-410f-8943-4771b7410c9e",
97
      "id": "9fc14677-b6c7-410f-8943-4771b7410c9e",
            
82
      "last_modified": null,
98
      "last_modified": null,
            
83
      "metadata_modified": "2021-08-17T07:05:24.186291",
99
      "metadata_modified": "2021-08-17T07:05:24.186291",
            
84
      "mimetype": null,
100
      "mimetype": null,
            
85
      "mimetype_inner": null,
101
      "mimetype_inner": null,
            
86
      "name": "",
102
      "name": "",
            
87
      "package_id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
103
      "package_id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
            
88
      "position": 0,
104
      "position": 0,
            
89
      "publication_state": "",
105
      "publication_state": "",
            
90
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
106
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
            
91
\"kb\"}",
107
\"kb\"}",
            
92
      "resource_type": null,
108
      "resource_type": null,
            
93
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
109
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
            
94
\"shared_secret\": \"\"}",
110
\"shared_secret\": \"\"}",
            
95
      "size": 19318,
111
      "size": 19318,
            
96
      "state": "active",
112
      "state": "active",
            
97
      "url": 
113
      "url": 
            
98
/9fc14677-b6c7-410f-8943-4771b7410c9e/download/threshold_example.zip",
114
/9fc14677-b6c7-410f-8943-4771b7410c9e/download/threshold_example.zip",
            
99
      "url_type": "upload"
115
      "url_type": "upload"
            
100
    }
116
    }
            
101
  ],
117
  ],
            
102
  "spatial": 
118
  "spatial": 
            
103
433594,46.249650677278424],[7.574043273925781,46.249650677278424]]]}",
119
433594,46.249650677278424],[7.574043273925781,46.249650677278424]]]}",
            
104
  "spatial_info": "Switzerland",
120
  "spatial_info": "Switzerland",
            
105
  "state": "active",
121
  "state": "active",
            
106
  "subtitle": "",
122
  "subtitle": "",
            
107
  "tags": [
123
  "tags": [
            
108
    {
124
    {
            
109
      "display_name": "DEBRIS FLOW",
125
      "display_name": "DEBRIS FLOW",
            
110
      "id": "30d905fc-cd5b-4947-8d41-f8367bf315f7",
126
      "id": "30d905fc-cd5b-4947-8d41-f8367bf315f7",
            
111
      "name": "DEBRIS FLOW",
127
      "name": "DEBRIS FLOW",
            
112
      "state": "active",
128
      "state": "active",
            
113
      "vocabulary_id": null
129
      "vocabulary_id": null
            
114
    },
130
    },
            
115
    {
131
    {
            
116
      "display_name": "ILLGRABEN",
132
      "display_name": "ILLGRABEN",
            
117
      "id": "bd83a96f-e9d0-462c-b9af-c4aaa28fd2dd",
133
      "id": "bd83a96f-e9d0-462c-b9af-c4aaa28fd2dd",
            
118
      "name": "ILLGRABEN",
134
      "name": "ILLGRABEN",
            
119
      "state": "active",
135
      "state": "active",
            
120
      "vocabulary_id": null
136
      "vocabulary_id": null
            
121
    },
137
    },
            
122
    {
138
    {
            
123
      "display_name": "LANDSLIDE",
139
      "display_name": "LANDSLIDE",
            
124
      "id": "70dfc1e7-9c6e-485b-bad3-0b452264cf62",
140
      "id": "70dfc1e7-9c6e-485b-bad3-0b452264cf62",
            
125
      "name": "LANDSLIDE",
141
      "name": "LANDSLIDE",
            
126
      "state": "active",
142
      "state": "active",
            
127
      "vocabulary_id": null
143
      "vocabulary_id": null
            
128
    },
144
    },
            
129
    {
145
    {
            
t
t
146
      "display_name": "PYTHON",
            
147
      "id": "8be68dd8-8dcf-4f2c-857e-3af299d80605",
            
148
      "name": "PYTHON",
            
149
      "state": "active",
            
150
      "vocabulary_id": null
            
151
    },
            
152
    {
            
130
      "display_name": "RAINFALL THRESHOLDS",
153
      "display_name": "RAINFALL THRESHOLDS",
            
131
      "id": "bfc8094c-84c6-4ccb-952b-bba4d942e4c4",
154
      "id": "bfc8094c-84c6-4ccb-952b-bba4d942e4c4",
            
132
      "name": "RAINFALL THRESHOLDS",
155
      "name": "RAINFALL THRESHOLDS",
            
133
      "state": "active",
156
      "state": "active",
            
134
      "vocabulary_id": null
157
      "vocabulary_id": null
            
135
    },
158
    },
            
136
    {
159
    {
            
137
      "display_name": "RANDOM FOREST",
160
      "display_name": "RANDOM FOREST",
            
138
      "id": "a0144149-b641-424f-96d1-207837e9ef07",
161
      "id": "a0144149-b641-424f-96d1-207837e9ef07",
            
139
      "name": "RANDOM FOREST",
162
      "name": "RANDOM FOREST",
            
140
      "state": "active",
163
      "state": "active",
            
141
      "vocabulary_id": null
164
      "vocabulary_id": null
            
142
    }
165
    }
            
143
  ],
166
  ],
            
144
  "title": "Source code for: Evaluating methods for debris-flow 
167
  "title": "Source code for: Evaluating methods for debris-flow 
            
145
prediction based on rainfall in an Alpine catchment",
168
prediction based on rainfall in an Alpine catchment",
            
146
  "type": "dataset",
169
  "type": "dataset",
            
147
  "url": null,
170
  "url": null,
            
148
  "version": "1.0"
171
  "version": "1.0"
            
149
}
172
}