Using Generative Models to Create a Visual Description of Climate Change

被引：0

作者：

Dias, Felipe Santana ^{[1
]}

Moroni, Artemis ^{[2
]}

Pedrini, Helio ^{[1
]}

机构：

[1] Univ Estadual Campinas, Inst Comp, BR-13083852 Campinas, SP, Brazil

[2] Renato Archer Informat Technol Ctr, GAIA Senses, BR-13069901 Campinas, SP, Brazil

来源：

ARTSIT, INTERACTIVITY AND GAME CREATION, PT 1, ARTSIT 2023 | 2024年 / 564卷

关键词：

Generative Models; Knowledge Visualization; Climate Change; WEATHER;

D O I：

10.1007/978-3-031-55319-6_14

中图分类号：

J [艺术];

学科分类号：

13 ; 1301 ;

摘要：

The discrepancy between the rapid dissemination of information and its effective communication underlies the phenomenon of scientific denialism. Given the rapid strides in AI generative models, this project explores the domain of knowledge visualization to portray weather data through a visually captivating representation of Rio de Janeiro's climate evolution up to the year 2100. The use of prompt engineering over climate models has yielded promising outcomes in image generation, yet challenges remain in ensuring deterministic accuracy in image construction.

引用

页码：202 / 212

页数：11

共 50 条

[41] Using stochastic population process models to predict the impact of climate change
van der Meer, Jaap
Beukema, J. J.
Dekker, Rob
JOURNAL OF SEA RESEARCH, 2013, 82 : 117 - 121
[42] Counteracting French Fake News on Climate Change Using Language Models
Meddeb, Paul
Ruseti, Stefan
Dascalu, Mihai
Terian, Simina-Maria
Travadel, Sebastien
SUSTAINABILITY, 2022, 14 (18)
[43] Modelling climate change impacts on ecosystems using linked models and a GIS
Eatherall, A
CLIMATIC CHANGE, 1997, 35 (01) : 17 - 34
[44] MODELLING CLIMATE CHANGE IMPACTS ON ECOSYSTEMS USING LINKED MODELS AND A GIS
A. Eatherall
Climatic Change, 1997, 35 : 17 - 34
[45] SEASONAL AND ANNUAL IMPACTS OF CLIMATE CHANGE ON WATERSHED RESPONSE USING AN ENSEMBLE OF GLOBAL CLIMATE MODELS
Sheshukov, A. Y.
Siebenmorgen, C. B.
Douglas-Mankin, K. R.
TRANSACTIONS OF THE ASABE, 2011, 54 (06) : 2209 - 2218
[46] Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models
Chen, Changyu
Bose, Avinandan
Cheng, Shih-Fen
Sinha, Arunesh
THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / THE TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 6193 - 6201
[47] Climate change projections in the Awash River Basin of Ethiopia using Global and Regional Climate Models
Tadese, Mahtsente T.
Kumar, Lalit
Koech, Richard
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2020, 40 (08) : 3649 - 3666
[48] Investigation of impact of climate change on small catchments using different climate models and statistical approaches
Guven, A.
Pala, A.
Sheikhvaisi, M.
WATER SUPPLY, 2022, 22 (03) : 3540 - 3552
[49] Visualizing Climate Change - A Guide to Visual Communication of Climate Change and Developing Local Solutions
不详
MANAGEMENT OF ENVIRONMENTAL QUALITY, 2012, 23 (05)
[50] Visualizing Climate Change: A Guide to Visual Communication of Climate Change and Developing Local Solutions
Castree, Noel
PROGRESS IN HUMAN GEOGRAPHY, 2015, 39 (01)

← 1 2 3 4 5 →