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Yixin Wen

2 papers indexed

arxivcs.IRcs.LG2026-07-02

Bringing Agentic Search to Earth Observation Data Discovery

Minghan Yu, Youran Sun, Chugang Yi, Yixin Wen, Haizhao Yang

NASA and its data centers hold thousands of geoscience datasets and tools like Worldview, Giovanni, the Science Discovery Engine, and Harmony. Finding the right one is hard even for domain experts. We present an agentic search system, deployed as a public service for the geoscien…

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crossrefRemote Sensing2025-08-01Cited by 5

Assessing Model Trade-Offs in Agricultural Remote Sensing: A Review of Machine Learning and Deep Learning Approaches Using Almond Crop Mapping

Mashoukur Rahaman, Jane Southworth, Yixin Wen, David Keellings

This study presents a comprehensive review and comparative analysis of traditional machine learning (ML) and deep learning (DL) models for land cover classification in agricultural remote sensing. We evaluate the reported successes, trade-offs, and performance metrics of ML and D…

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