{"title":"利用多模态遥感基础模型推进对地观测","authors":"Silvia Conti","doi":"10.1038/s44287-025-00208-z","DOIUrl":null,"url":null,"abstract":"A study in Nature Machine Intelligence presents a foundation model that uses multi-modal images and progressive pretraining to enhance generalizability across diverse Earth observation tasks.","PeriodicalId":501701,"journal":{"name":"Nature Reviews Electrical Engineering","volume":"2 9","pages":"590-590"},"PeriodicalIF":0.0000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Advancing Earth observation with a multi-modal remote sensing foundation model\",\"authors\":\"Silvia Conti\",\"doi\":\"10.1038/s44287-025-00208-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A study in Nature Machine Intelligence presents a foundation model that uses multi-modal images and progressive pretraining to enhance generalizability across diverse Earth observation tasks.\",\"PeriodicalId\":501701,\"journal\":{\"name\":\"Nature Reviews Electrical Engineering\",\"volume\":\"2 9\",\"pages\":\"590-590\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nature Reviews Electrical Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.nature.com/articles/s44287-025-00208-z\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Reviews Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s44287-025-00208-z","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Advancing Earth observation with a multi-modal remote sensing foundation model
A study in Nature Machine Intelligence presents a foundation model that uses multi-modal images and progressive pretraining to enhance generalizability across diverse Earth observation tasks.