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Harnessing Distributed Deep Learning for Landslide Displacement Prediction:A Multi-Model Collaborative Approach Amidst Data Silos
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作者 bingchen li Changdong li +3 位作者 Yong liu Jie Tan Pengfei Feng Wenmin Yao 《Journal of Earth Science》 SCIE CAS CSCD 2024年第5期1770-1775,共6页
0 INTRODUCTION Timely and accurate prediction of landslide displacement is crucial for the early warning of landslide disasters(Tang et al.,2019;Zhao et al.,2019;Zhou et al.,2018).Among various landslide displacement ... 0 INTRODUCTION Timely and accurate prediction of landslide displacement is crucial for the early warning of landslide disasters(Tang et al.,2019;Zhao et al.,2019;Zhou et al.,2018).Among various landslide displacement prediction models,deep learning(DL)models have gained substantial popularity owing to their simplicity and accuracy(Feng et al.,2024;Dou et al.,2023;Huang et al.,2023,2017;Wang et al.,2022). 展开更多
关键词 LANDSLIDE PREDICTION LANDSLIDE
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Influence of Particle Size Distribution on Shear Behavior of Weak Interlayers:Insights from Filled Fractures Shear Tests
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作者 Jiajun Ji Changdong li +2 位作者 Cheng Dong Wenqiang Chen bingchen li 《Journal of Earth Science》 2025年第5期2341-2347,共7页
0 INTRODUCTION During the geological evolution process,tectonic activities coupled with anthropogenic engineering disturbances have collectively contributed to the development of complex fracture-filling networks with... 0 INTRODUCTION During the geological evolution process,tectonic activities coupled with anthropogenic engineering disturbances have collectively contributed to the development of complex fracture-filling networks within rock masses(Feng et al.,2024;Tan et al.,2020;Li et al.,2019).The particle size distribution of infilling materials within fractures is susceptible to multiple controlling factors,including material composition,seepage-induced erosion,and tectonic disturbances(Zhang et al.,2024;Tan et al.,2023). 展开更多
关键词 geological evolution tectonic disturbances zhang weak interlayers infilling materials rock masses feng shear behavior filled fractures anthropogenic engineering disturbances
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A novel OsCRK14-OsRLCK57-MAPK signaling module activates OsbZIP66 to confer drought resistance in rice 被引量:1
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作者 Tiantian Ye Huaijun Wang +13 位作者 lingqun Zhang Xiaokai li Haifu Tu Zilong Guo Tong Gao Yu Zhang Ying Ye bingchen li Weiping Yang Yibo li Xuelei Lai Faming Dong Haiyan Xiong lizhong Xiong 《Molecular Plant》 2025年第8期1390-1408,共19页
Drought stress severely limits rice productivity.Understanding of drought-response mechanisms in rice is essential for developing climate-resilient varieties.While cysteine-rich receptor-like kinases(CRKs)are primaril... Drought stress severely limits rice productivity.Understanding of drought-response mechanisms in rice is essential for developing climate-resilient varieties.While cysteine-rich receptor-like kinases(CRKs)are primarily implicated in plant development and immunity,their role in drought response remains poorly understood.In this study,we identified a CRK,OsCRK14,as a key positive regulator of drought resistance in rice.We demonstrated that plasma membrane-localized OsCRK14 phosphorylates the receptor-like cytoplasmic kinase OsRLCK57 under drought stress,leading to activate a mitogen-activated protein kinase(MAPK)cascade(OsMKKK10-OsMKK4-OsMPK6).Activated OsMPK6 directly phosphorylates the abscisic acid-responsive transcription factor OsbZIP66 at conserved Serine-Proline/Threonine-Proline motifs,enhancing its stability and promoting drought-responsive gene expression.Furthermore,we found that natural variations in the OsCRK14 promoter influence its transcript levels due to the altered OsMYB72 binding affinities,which are correlated with drought-resistance differences among rice varieties.Collectively,our study discovers a novel CRK-RLCK-MAPK-bZIP signaling pathway that connects membrane signal sensing to transcriptional regulation in drought response,providing both mechanistic insights and genetic resources for breeding drought-resistant rice. 展开更多
关键词 RICE CRK RLCK MAPK cascade PHOSPHORYLATION drought resistance
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