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Gulizada Haisa on Muck Rack

Gulizada Haisa

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Articles

Structural predictability differences in long-term regional crop yield modeling with climate and area signals

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By Jing Zhu, Wang Ting, Munire Muhetaer, Gulizada Haisa, Aixiding Aikebaier, Xiren Na, Xie Lan, Liyaer Zu
| Nature Verified
Abstract Climate-driven crop yield modeling has been widely studied; however, the marginal predictive value of climate signals relative to temporal persistence remains insufficiently examined at the annual regional scale. This study investigates structural differences in long-term yield predictability using anonymized multi-region panel data spanning 2000–2023.
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