提出一个分层的概念框架，将卫星与UAS遥感、地面传感、数字孪生与AI调度/路径规划集成，以支持甘蔗田间收获调度与自动驾驶车辆的实时指令生成。已有研究表明UAS影像可用于地块产量估算（R2=0.88）并且Sentinel-2可用于收获监测，但公开资料尚缺乏完整的集成示范与效果评估，需通过示范试验验证系统性能与安全性 [S3][S6][S9][S10][S11][S12][S13].
原始来源：来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Decision letter for "Allelopathic sugarcane leaf litter and its potential use as soil mulching for weed management in sugarcane cultivation"；原始链接：https://doi.org/10.1111/wre.70070/v1/decision1 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Decision letter for "Allelopathic sugarcane leaf litter and its potential use as soil mulching for weed management in sugarcane cultivation"；原始链接：https://doi.org/10.1111/wre.70070/v1/decision1 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Prediction of Ratoon Sugarcane Family Yield and Selection Using Remote Imagery；原始链接：https://doi.org/10.3390/agronomy11071273 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Prediction of Ratoon Sugarcane Family Yield and Selection Using Remote Imagery；原始链接：https://doi.org/10.3390/agronomy11071273 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：PRESENT AND POTENTIAL ROLE OF SUGARCANE INDUSTRIES IN PROMOTING SUGARCANE CULTIVATION PRACTICES；原始链接：https://doi.org/10.62324/journal.sr/2026.049 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Sentinel-2 based Remote Evaluation System for a Harvest Monitoring of Sugarcane Area in the Northeast Thailand Contract Farming；原始链接：https://doi.org/10.5220/0007723002340241 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Sentinel-2 based Remote Evaluation System for a Harvest Monitoring of Sugarcane Area in the Northeast Thailand Contract Farming；原始链接：https://doi.org/10.5220/0007723002340241 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Sentinel-2 based Remote Evaluation System for a Harvest Monitoring of Sugarcane Area in the Northeast Thailand Contract Farming；原始链接：https://doi.org/10.5220/0007723002340241 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Sentinel-2 based Remote Evaluation System for a Harvest Monitoring of Sugarcane Area in the Northeast Thailand Contract Farming；原始链接：https://doi.org/10.5220/0007723002340241 来源网站：doi.org；原始文件名：甘蔗基础与植株论文索引（待翻译）：Sentinel-2 based Remote Evaluation System for a Harvest Monitoring of Sugarcane Area in the Northeast Thailand Contract Farming；原始链接：https://doi.org/10.5220/00077