{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T09:57:59Z","timestamp":1771667879120,"version":"3.50.1"},"reference-count":13,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,26]],"date-time":"2024-10-26T00:00:00Z","timestamp":1729900800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,26]],"date-time":"2024-10-26T00:00:00Z","timestamp":1729900800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001602","name":"Science Foundation Ireland","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001602","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,10,26]]},"DOI":"10.1109\/cisp-bmei64163.2024.10906212","type":"proceedings-article","created":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T18:33:21Z","timestamp":1741372401000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Exploring the Impact of SAR Images on Wave Height Prediction Models: A Study Using XAI"],"prefix":"10.1109","author":[{"given":"Shane","family":"Smyth","sequence":"first","affiliation":[{"name":"The ADAPT SFI Research Centre,Dublin,Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arjun","family":"Pakrashi","sequence":"additional","affiliation":[{"name":"School of Computer Science, University College Dublin,Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soumyabrata","family":"Dev","sequence":"additional","affiliation":[{"name":"The ADAPT SFI Research Centre,Dublin,Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1","article-title":"Deepblue: Advanced convolutional neural network applications for ocean remote sensing","volume":"20","author":"Wang","year":"2023","journal-title":"IEEE Geoscience and Remote Sensing Letters"},{"key":"ref2","article-title":"Synthetic aperture radar image interpretation based on deep learning","volume-title":"Ph.D. dissertation, University of Hamburg","author":"Zhang","year":"2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecmx.2024.100605"},{"key":"ref4","first-page":"103059","article-title":"Towards transparent deep learning for surface water detection from sar imagery","volume":"121","author":"Chen","year":"2023","journal-title":"International Journal of Applied Earth Observation and Geoinformation"},{"key":"ref5","first-page":"102347","article-title":"Explainable AI for earth observation: A review including societal and regulatory perspectives","volume":"111","author":"Gevaert","year":"2022","journal-title":"International Journal of Applied Earth Observation and Geoinformation"},{"issue":"1","key":"ref6","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1109\/MGRS.2023.3237465","article-title":"Explainable, physics-aware, trustworthy artificial intelligence: A paradigm shift for synthetic aperture radar","volume":"11","author":"Datcu","year":"2023","journal-title":"IEEE Geoscience and Remote Sensing Magazine"},{"key":"ref7","first-page":"745","article-title":"Novel optimized deep learning algorithms and explainable artificial intelligence for storm surge susceptibility modeling and management in a flood-prone island","volume":"108","author":"Alshayeb","year":"2024","journal-title":"Natural Hazards"},{"key":"ref8","article-title":"Survey of perturbation approaches for explainable ml in the context of flood detection from sar images","volume-title":"EUSAR 2024 - European Conference on Synthetic Aperture Radar. Microwaves and Radar Institute, German Aerospace Center","author":"Schlegel"},{"issue":"1","key":"ref9","article-title":"Enhanced estimation of significant wave height with dual-polarization Sentinel-1 SAR imagery","volume-title":"Remote Sensing","volume":"13","author":"Pramudya","year":"2021"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1007\/s10872-020-00557-3","article-title":"Significant wave height retrieval from Sentinel-1 SAR imagery by convolutional neural network","volume":"76","author":"Xue","year":"2020","journal-title":"Journal of Oceanography"},{"key":"ref11","first-page":"39","article-title":"Wave height estimation from sar imagery","volume":"17","author":"Yang","year":"1999","journal-title":"Journal of Oceanology and Limnology"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1007\/s13131-018-1203-7","article-title":"Estimating significant wave height from sar imagery based on an svm regression model","volume":"37","author":"Gao","year":"2018","journal-title":"Acta Oceanologica Sinica"},{"key":"ref13","article-title":"Artificial intelligence and machine learning for disaster prediction: a scientometric analysis of highly cited papers","volume-title":"Natural Hazards","author":"Kappi","year":"2024"}],"event":{"name":"2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","location":"Shanghai, China","start":{"date-parts":[[2024,10,26]]},"end":{"date-parts":[[2024,10,28]]}},"container-title":["2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10906074\/10906075\/10906212.pdf?arnumber=10906212","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,8]],"date-time":"2025-03-08T07:53:52Z","timestamp":1741420432000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10906212\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,26]]},"references-count":13,"URL":"https:\/\/doi.org\/10.1109\/cisp-bmei64163.2024.10906212","relation":{},"subject":[],"published":{"date-parts":[[2024,10,26]]}}}