AUTHOR RESEARCH

Adam J. Stewart

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1Published papers1Priority-journal papers2Research fields

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Earth systems Remote sensing & space

PerspectiveCommunications Earth & EnvironmentCAS Tier 1 · Top (2025)2026.01.08

On the foundations of Earth foundation modelsOriginal title · English

Authors Xiao Xiang Zhu · Zhitong Xiong · Yi Wang · Adam J. Stewart · Konrad Heidler · Yuanyuan Wang · Zhenghang Yuan · Thomas Dujardin · Qingsong Xu · Yilei Shi

AI summaryProposes 11 features of an ideal Earth foundation model, including multisensor integration, awareness of location and scale, and physical consistency, and discusses evaluation and research directions.

Earth observationFoundation modelsEvaluation

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Adam J. Stewart

Published research · 1

On the foundations of Earth foundation modelsOriginal title · English