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PANEL: A photovoltaic-specific vision-language model for zero-shot and few-shot PV interpretation tasks in remote sensing

Ruizhe Deng; Zhiling Guo; Penglei Zhang; Jiaze Li; Xin Xu; Qi Chen; Yuntian Chen; Jinyue Yan
ISPRS Journal of Photogrammetry and Remote Sensing · Vol. 238 · pp. 337-355 · 2026

Abstract

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Bibliographic Information

JournalISPRS Journal of Photogrammetry and Remote Sensing
PublisherElsevier
Publication Date2026-08-01
Publication Year2026
Volume238
Pages337-355
Document TypeJournal Article
eISSN0924-2716
DOI10.1016/j.isprsjprs.2026.05.012
SubjectEarth and Planetary Sciences

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NARA Access Coverage1989-09-01~Current
Journal Homepagehttps://www.sciencedirect.com/science/journal/09242716
Publisher PageOpen Publisher Page
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