ለውጦች

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "author": "",
2
  "author": "",
            
3
  "author_email": "",
3
  "author_email": "",
            
4
  "creator_user_id": "a21a024c-343c-4b53-a214-49d6fe62a720",
4
  "creator_user_id": "a21a024c-343c-4b53-a214-49d6fe62a720",
            
5
  "groups": [],
5
  "groups": [],
            
6
  "id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
6
  "id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
            
7
  "isopen": true,
7
  "isopen": true,
            
8
  "license_id": "cc-by",
8
  "license_id": "cc-by",
            
9
  "license_title": "Creative Commons Attribution",
9
  "license_title": "Creative Commons Attribution",
            
10
  "license_url": "http://www.opendefinition.org/licenses/cc-by",
10
  "license_url": "http://www.opendefinition.org/licenses/cc-by",
            
11
  "maintainer": "",
11
  "maintainer": "",
            
12
  "maintainer_email": "",
12
  "maintainer_email": "",
            
13
  "metadata_created": "2025-08-27T04:53:48.929877",
13
  "metadata_created": "2025-08-27T04:53:48.929877",
            
n
14
  "metadata_modified": "2025-09-13T18:25:18.056539",
n
14
  "metadata_modified": "2025-10-07T17:49:56.986758",
            
15
  "name": "interactive-sites-stories",
15
  "name": "interactive-sites-stories",
            
16
  "notes": "Based on the annual report, here are the significant 
16
  "notes": "Based on the annual report, here are the significant 
            
17
results for the Sites & Stories Application and AI approaches that 
17
results for the Sites & Stories Application and AI approaches that 
            
18
Suzanne Pierce and Texas Advanced Computing Center contributed 
18
Suzanne Pierce and Texas Advanced Computing Center contributed 
            
19
to:\r\n\r\n## 1. Deployed Scalable AI-Enabled Analytical 
19
to:\r\n\r\n## 1. Deployed Scalable AI-Enabled Analytical 
            
20
Infrastructure\r\n\r\nThe Sites & Stories (S&S) application advanced 
20
Infrastructure\r\n\r\nThe Sites & Stories (S&S) application advanced 
            
21
from testing to full deployment as a reusable tool on Texas Advanced 
21
from testing to full deployment as a reusable tool on Texas Advanced 
            
22
Computing Center Resources. The system now provides cross-scale 
22
Computing Center Resources. The system now provides cross-scale 
            
23
applications of Natural Language Processing, topic modeling, and Large 
23
applications of Natural Language Processing, topic modeling, and Large 
            
24
Language Model capabilities through a science gateway data portal that 
24
Language Model capabilities through a science gateway data portal that 
            
25
enables analyses at scale with HPC and GPU compute. LLM tools were 
25
enables analyses at scale with HPC and GPU compute. LLM tools were 
            
26
successfully incorporated into the S&S application suite with open and 
26
successfully incorporated into the S&S application suite with open and 
            
27
reproducible access as of June 2024.\r\n\r\n## 2. Validated 
27
reproducible access as of June 2024.\r\n\r\n## 2. Validated 
            
28
Field-Ready Data Collection and Analysis Capabilities  \r\n\r\nThe 
28
Field-Ready Data Collection and Analysis Capabilities  \r\n\r\nThe 
            
29
team completed 25 performance field tests in Nunapitchuk to evaluate 
29
team completed 25 performance field tests in Nunapitchuk to evaluate 
            
30
the Sites & Stories data collection and ingest services using 
30
the Sites & Stories data collection and ingest services using 
            
31
variations in hardware, software, and data catalog capabilities. These 
31
variations in hardware, software, and data catalog capabilities. These 
            
32
tests demonstrated the system's ability to function in remote Arctic 
32
tests demonstrated the system's ability to function in remote Arctic 
            
33
environments while supporting both interview data collection and drone 
33
environments while supporting both interview data collection and drone 
            
34
terrain data processing. The application successfully automated 
34
terrain data processing. The application successfully automated 
            
35
analytical approaches with AI to connect qualitative and quantitative 
35
analytical approaches with AI to connect qualitative and quantitative 
            
36
knowledge in well-defined workflows.\r\n\r\n## 3. Advanced Semantic 
36
knowledge in well-defined workflows.\r\n\r\n## 3. Advanced Semantic 
            
37
Linking and Automated Knowledge Integration\r\n\r\nThe S&S application 
37
Linking and Automated Knowledge Integration\r\n\r\nThe S&S application 
            
38
was enhanced with semantic linking mechanisms to automate 
38
was enhanced with semantic linking mechanisms to automate 
            
39
identification of relevant data collections and models for locally 
39
identification of relevant data collections and models for locally 
            
40
identified stakeholder problems. The system now enables semantic 
40
identified stakeholder problems. The system now enables semantic 
            
41
linking of stakeholder interview information with digital terrain 
41
linking of stakeholder interview information with digital terrain 
            
42
models, creating culturally-informed technical resources. This 
42
models, creating culturally-informed technical resources. This 
            
43
advancement allows for automated connection of community knowledge 
43
advancement allows for automated connection of community knowledge 
            
44
with scientific models and observational data.\r\n\r\n## 4. 
44
with scientific models and observational data.\r\n\r\n## 4. 
            
45
Demonstrated Transferability and Scalability Across 
45
Demonstrated Transferability and Scalability Across 
            
46
Contexts\r\n\r\nThe capabilities were successfully replicated and 
46
Contexts\r\n\r\nThe capabilities were successfully replicated and 
            
47
tested for transferability in the Rio Grande Valley of Texas, proving 
47
tested for transferability in the Rio Grande Valley of Texas, proving 
            
48
the system's applicability beyond Arctic contexts. The S&S application 
48
the system's applicability beyond Arctic contexts. The S&S application 
            
49
was deployed for broad use by researchers with training provided to 
49
was deployed for broad use by researchers with training provided to 
            
50
large research teams and community partners. The system is now fully 
50
large research teams and community partners. The system is now fully 
            
51
scalable, reusable, and easily modified across different settings and 
51
scalable, reusable, and easily modified across different settings and 
            
52
use cases.\r\n\r\n## 5. Established Reusable Computational Cookbook 
52
use cases.\r\n\r\n## 5. Established Reusable Computational Cookbook 
            
53
Framework  \r\n\r\nAI-enabled analytical workflows are now available 
53
Framework  \r\n\r\nAI-enabled analytical workflows are now available 
            
54
across multiple scales, from individual narrative analysis through 
54
across multiple scales, from individual narrative analysis through 
            
55
Natural Language Processing computational cookbooks to topical 
55
Natural Language Processing computational cookbooks to topical 
            
56
analysis using BERTtopic cookbook, plus open-ended analysis tools 
56
analysis using BERTtopic cookbook, plus open-ended analysis tools 
            
57
using four Large Language Foundation Model options on TACC systems. 
57
using four Large Language Foundation Model options on TACC systems. 
            
58
These workflows provide mechanisms for linking lived experience 
58
These workflows provide mechanisms for linking lived experience 
            
59
information with observational data and physics-based models in 
59
information with observational data and physics-based models in 
            
60
convergent applications, with the full code base and reusable products 
60
convergent applications, with the full code base and reusable products 
            
61
available via Science Gateway applications and GitHub.",
61
available via Science Gateway applications and GitHub.",
            
62
  "num_resources": 5,
62
  "num_resources": 5,
            
n
63
  "num_tags": 2,
n
63
  "num_tags": 3,
            
64
  "organization": {
64
  "organization": {
            
65
    "approval_status": "approved",
65
    "approval_status": "approved",
            
66
    "created": "2025-08-04T10:57:12.540750",
66
    "created": "2025-08-04T10:57:12.540750",
            
67
    "description": "",
67
    "description": "",
            
68
    "id": "83b478ad-8a76-401e-a9dc-99ea990eb922",
68
    "id": "83b478ad-8a76-401e-a9dc-99ea990eb922",
            
69
    "image_url": "2025-09-10-170732.810429SubarcticAnnotationNNA.png",
69
    "image_url": "2025-09-10-170732.810429SubarcticAnnotationNNA.png",
            
70
    "is_organization": true,
70
    "is_organization": true,
            
71
    "name": "arctic-infrastructure",
71
    "name": "arctic-infrastructure",
            
72
    "state": "active",
72
    "state": "active",
            
73
    "title": "Arctic Infrastructure",
73
    "title": "Arctic Infrastructure",
            
74
    "type": "organization"
74
    "type": "organization"
            
75
  },
75
  },
            
76
  "owner_org": "83b478ad-8a76-401e-a9dc-99ea990eb922",
76
  "owner_org": "83b478ad-8a76-401e-a9dc-99ea990eb922",
            
77
  "private": false,
77
  "private": false,
            
78
  "relationships_as_object": [],
78
  "relationships_as_object": [],
            
79
  "relationships_as_subject": [],
79
  "relationships_as_subject": [],
            
80
  "resources": [
80
  "resources": [
            
81
    {
81
    {
            
82
      "cache_last_updated": null,
82
      "cache_last_updated": null,
            
83
      "cache_url": null,
83
      "cache_url": null,
            
84
      "created": "2025-08-27T04:54:39.615369",
84
      "created": "2025-08-27T04:54:39.615369",
            
85
      "description": "",
85
      "description": "",
            
86
      "format": "HTML",
86
      "format": "HTML",
            
87
      "hash": "",
87
      "hash": "",
            
88
      "id": "c39d2da9-fa55-4708-a86e-19e16befe877",
88
      "id": "c39d2da9-fa55-4708-a86e-19e16befe877",
            
89
      "last_modified": "2025-08-27T04:54:39.595266",
89
      "last_modified": "2025-08-27T04:54:39.595266",
            
90
      "metadata_modified": "2025-08-27T04:54:39.610870",
90
      "metadata_modified": "2025-08-27T04:54:39.610870",
            
91
      "mimetype": "text/html",
91
      "mimetype": "text/html",
            
92
      "mimetype_inner": null,
92
      "mimetype_inner": null,
            
93
      "mint_standard_variables": "",
93
      "mint_standard_variables": "",
            
94
      "name": "Beulah Sites & Stories",
94
      "name": "Beulah Sites & Stories",
            
95
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
95
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
            
96
      "position": 0,
96
      "position": 0,
            
97
      "resource_type": null,
97
      "resource_type": null,
            
98
      "size": 69478,
98
      "size": 69478,
            
99
      "state": "active",
99
      "state": "active",
            
100
      "url": 
100
      "url": 
            
101
a55-4708-a86e-19e16befe877/download/spierce_hurricane-ssnetwork.html",
101
a55-4708-a86e-19e16befe877/download/spierce_hurricane-ssnetwork.html",
            
102
      "url_type": "upload"
102
      "url_type": "upload"
            
103
    },
103
    },
            
104
    {
104
    {
            
105
      "cache_last_updated": null,
105
      "cache_last_updated": null,
            
106
      "cache_url": null,
106
      "cache_url": null,
            
107
      "created": "2025-09-09T18:56:32.490611",
107
      "created": "2025-09-09T18:56:32.490611",
            
108
      "description": "",
108
      "description": "",
            
109
      "format": "HTML",
109
      "format": "HTML",
            
110
      "hash": "",
110
      "hash": "",
            
111
      "id": "8091f3fe-fe72-4dd5-bedd-f446c5e1eb54",
111
      "id": "8091f3fe-fe72-4dd5-bedd-f446c5e1eb54",
            
112
      "last_modified": "2025-09-09T18:56:32.452842",
112
      "last_modified": "2025-09-09T18:56:32.452842",
            
113
      "metadata_modified": "2025-09-09T18:56:32.481775",
113
      "metadata_modified": "2025-09-09T18:56:32.481775",
            
114
      "mimetype": "text/html",
114
      "mimetype": "text/html",
            
115
      "mimetype_inner": null,
115
      "mimetype_inner": null,
            
116
      "mint_standard_variables": "",
116
      "mint_standard_variables": "",
            
117
      "name": "SVOs-4-Data-Models",
117
      "name": "SVOs-4-Data-Models",
            
118
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
118
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
            
119
      "position": 1,
119
      "position": 1,
            
120
      "resource_type": null,
120
      "resource_type": null,
            
121
      "size": 34560,
121
      "size": 34560,
            
122
      "state": "active",
122
      "state": "active",
            
123
      "url": 
123
      "url": 
            
124
e72-4dd5-bedd-f446c5e1eb54/download/svo_stakeholder_connections.html",
124
e72-4dd5-bedd-f446c5e1eb54/download/svo_stakeholder_connections.html",
            
125
      "url_type": "upload"
125
      "url_type": "upload"
            
126
    },
126
    },
            
127
    {
127
    {
            
128
      "cache_last_updated": null,
128
      "cache_last_updated": null,
            
129
      "cache_url": null,
129
      "cache_url": null,
            
130
      "created": "2025-08-27T06:31:05.291176",
130
      "created": "2025-08-27T06:31:05.291176",
            
131
      "description": "This is a presentation slide deck that 
131
      "description": "This is a presentation slide deck that 
            
132
summarizes the state of features and capabilities developed as 
132
summarizes the state of features and capabilities developed as 
            
133
decision support systems. The slides walkthrough a demo and 
133
decision support systems. The slides walkthrough a demo and 
            
134
description of analyzing qualitative data using natural language 
134
description of analyzing qualitative data using natural language 
            
135
processing and large language modeling tools on the science gateways 
135
processing and large language modeling tools on the science gateways 
            
136
portals. Additionally, features for an interactive annotation 
136
portals. Additionally, features for an interactive annotation 
            
137
interface that allows users to label and describe text tracebacks to 
137
interface that allows users to label and describe text tracebacks to 
            
138
interviews or corpora on an interactive 3D terrain data representation 
138
interviews or corpora on an interactive 3D terrain data representation 
            
139
built on lidar point datasets.",
139
built on lidar point datasets.",
            
140
      "format": "PPTX",
140
      "format": "PPTX",
            
141
      "hash": "",
141
      "hash": "",
            
142
      "id": "5e4e6caf-2168-4447-9acd-6f90c45018eb",
142
      "id": "5e4e6caf-2168-4447-9acd-6f90c45018eb",
            
143
      "last_modified": "2025-08-27T06:31:05.261263",
143
      "last_modified": "2025-08-27T06:31:05.261263",
            
144
      "metadata_modified": "2025-09-08T20:09:22.909041",
144
      "metadata_modified": "2025-09-08T20:09:22.909041",
            
145
      "mimetype": 
145
      "mimetype": 
            
146
cation/vnd.openxmlformats-officedocument.presentationml.presentation",
146
cation/vnd.openxmlformats-officedocument.presentationml.presentation",
            
147
      "mimetype_inner": null,
147
      "mimetype_inner": null,
            
148
      "mint_standard_variables": "",
148
      "mint_standard_variables": "",
            
149
      "name": "Slides for TWDB Discussion August 2025",
149
      "name": "Slides for TWDB Discussion August 2025",
            
150
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
150
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
            
151
      "position": 2,
151
      "position": 2,
            
152
      "resource_type": null,
152
      "resource_type": null,
            
153
      "size": 29201815,
153
      "size": 29201815,
            
154
      "state": "active",
154
      "state": "active",
            
155
      "url": 
155
      "url": 
            
156
2168-4447-9acd-6f90c45018eb/download/twdb_discussion_august2025.pptx",
156
2168-4447-9acd-6f90c45018eb/download/twdb_discussion_august2025.pptx",
            
157
      "url_type": "upload"
157
      "url_type": "upload"
            
158
    },
158
    },
            
159
    {
159
    {
            
160
      "cache_last_updated": null,
160
      "cache_last_updated": null,
            
161
      "cache_url": null,
161
      "cache_url": null,
            
162
      "created": "2025-08-27T05:32:36.127043",
162
      "created": "2025-08-27T05:32:36.127043",
            
163
      "description": "",
163
      "description": "",
            
164
      "format": "PPTX",
164
      "format": "PPTX",
            
165
      "hash": "",
165
      "hash": "",
            
166
      "id": "bf4410da-066e-424d-a2ce-d8d5e42409be",
166
      "id": "bf4410da-066e-424d-a2ce-d8d5e42409be",
            
167
      "last_modified": "2025-08-27T05:32:36.102687",
167
      "last_modified": "2025-08-27T05:32:36.102687",
            
168
      "metadata_modified": "2025-08-27T05:32:36.120650",
168
      "metadata_modified": "2025-08-27T05:32:36.120650",
            
169
      "mimetype": 
169
      "mimetype": 
            
170
cation/vnd.openxmlformats-officedocument.presentationml.presentation",
170
cation/vnd.openxmlformats-officedocument.presentationml.presentation",
            
171
      "mimetype_inner": null,
171
      "mimetype_inner": null,
            
172
      "mint_standard_variables": "",
172
      "mint_standard_variables": "",
            
173
      "name": "CU Hydro Science Keynote",
173
      "name": "CU Hydro Science Keynote",
            
174
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
174
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
            
175
      "position": 3,
175
      "position": 3,
            
176
      "resource_type": null,
176
      "resource_type": null,
            
177
      "size": 41484296,
177
      "size": 41484296,
            
178
      "state": "active",
178
      "state": "active",
            
179
      "url": 
179
      "url": 
            
180
-d8d5e42409be/download/spierce_fridaykeynote_cuhydroscience2025.pptx",
180
-d8d5e42409be/download/spierce_fridaykeynote_cuhydroscience2025.pptx",
            
181
      "url_type": "upload"
181
      "url_type": "upload"
            
182
    },
182
    },
            
183
    {
183
    {
            
184
      "cache_last_updated": null,
184
      "cache_last_updated": null,
            
185
      "cache_url": null,
185
      "cache_url": null,
            
186
      "created": "2025-08-27T05:35:20.810781",
186
      "created": "2025-08-27T05:35:20.810781",
            
187
      "description": "",
187
      "description": "",
            
188
      "format": "PPTX",
188
      "format": "PPTX",
            
189
      "hash": "",
189
      "hash": "",
            
190
      "id": "99876001-0eeb-4018-bac3-7fc394bf0d62",
190
      "id": "99876001-0eeb-4018-bac3-7fc394bf0d62",
            
191
      "last_modified": "2025-08-27T05:35:20.784872",
191
      "last_modified": "2025-08-27T05:35:20.784872",
            
192
      "metadata_modified": "2025-08-27T05:35:20.804353",
192
      "metadata_modified": "2025-08-27T05:35:20.804353",
            
193
      "mimetype": 
193
      "mimetype": 
            
194
cation/vnd.openxmlformats-officedocument.presentationml.presentation",
194
cation/vnd.openxmlformats-officedocument.presentationml.presentation",
            
195
      "mimetype_inner": null,
195
      "mimetype_inner": null,
            
196
      "mint_standard_variables": "",
196
      "mint_standard_variables": "",
            
197
      "name": "Trillion Parameter Conference BOF Presentation",
197
      "name": "Trillion Parameter Conference BOF Presentation",
            
198
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
198
      "package_id": "9d3bf417-3d04-4e0a-9d9c-75b6f1080023",
            
199
      "position": 4,
199
      "position": 4,
            
200
      "resource_type": null,
200
      "resource_type": null,
            
201
      "size": 27337663,
201
      "size": 27337663,
            
202
      "state": "active",
202
      "state": "active",
            
203
      "url": 
203
      "url": 
            
204
eeb-4018-bac3-7fc394bf0d62/download/spierce_thursdaybof_tpc2025.pptx",
204
eeb-4018-bac3-7fc394bf0d62/download/spierce_thursdaybof_tpc2025.pptx",
            
205
      "url_type": "upload"
205
      "url_type": "upload"
            
206
    }
206
    }
            
207
  ],
207
  ],
            
208
  "spatial": 
208
  "spatial": 
            
209
00001,25.471736580753777],[-98.74511718750001,25.471736580753777]]]}",
209
00001,25.471736580753777],[-98.74511718750001,25.471736580753777]]]}",
            
210
  "state": "active",
210
  "state": "active",
            
211
  "tags": [
211
  "tags": [
            
212
    {
212
    {
            
213
      "display_name": "AIM Flagship",
213
      "display_name": "AIM Flagship",
            
214
      "id": "da76614e-8663-4da9-9fae-ec113a223ede",
214
      "id": "da76614e-8663-4da9-9fae-ec113a223ede",
            
215
      "name": "AIM Flagship",
215
      "name": "AIM Flagship",
            
216
      "state": "active",
216
      "state": "active",
            
217
      "vocabulary_id": null
217
      "vocabulary_id": null
            
218
    },
218
    },
            
219
    {
219
    {
            
t
t
220
      "display_name": "LRGV Flood Collection",
            
221
      "id": "de766217-dbd6-414a-9d3d-72c2a8b373a0",
            
222
      "name": "LRGV Flood Collection",
            
223
      "state": "active",
            
224
      "vocabulary_id": null
            
225
    },
            
226
    {
            
220
      "display_name": "demo",
227
      "display_name": "demo",
            
221
      "id": "1af583c4-c225-4c1a-96c3-6e8130d0b121",
228
      "id": "1af583c4-c225-4c1a-96c3-6e8130d0b121",
            
222
      "name": "demo",
229
      "name": "demo",
            
223
      "state": "active",
230
      "state": "active",
            
224
      "vocabulary_id": null
231
      "vocabulary_id": null
            
225
    }
232
    }
            
226
  ],
233
  ],
            
227
  "temporal_coverage_end": "1967-12-31",
234
  "temporal_coverage_end": "1967-12-31",
            
228
  "temporal_coverage_start": "1967-01-01",
235
  "temporal_coverage_start": "1967-01-01",
            
229
  "title": "Sites & Stories Application",
236
  "title": "Sites & Stories Application",
            
230
  "type": "dataset",
237
  "type": "dataset",
            
231
  "url": "",
238
  "url": "",
            
232
  "version": ""
239
  "version": ""
            
233
}
240
}