Multi-source Retrieval Augmented Generation for Spatial Data

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urldate = {2025-05-13}
}
@misc{amendola2025spatiallyenhanced,
title = {Spatially-Enhanced Retrieval-Augmented Generation for Walkability and Urban Discovery},
author = {Amendola, Maddalena and Pugliese, Chiara and Perego, Raffaele and Renso, Chiara},
year = 2025,
number = {arXiv:2512.04790},
eprint = {2512.04790},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2512.04790},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@misc{campo2025realtime,
title = {Real-time Spatial Retrieval Augmented Generation for Urban Environments},
author = {Campo, David Nazareno and Conde, Javier and Alonso, {\'A}lvaro and Huecas, Gabriel and Salvach{\'u}a, Joaqu{\'i}n and Reviriego, Pedro},
year = 2025,
number = {arXiv:2505.02271},
eprint = {2505.02271},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2505.02271},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@misc{canada2025multimodal,
title = {A Multimodal Conversational Assistant for the Characterization of Agricultural Plots from Geospatial Open Data},
author = {Ca{\~n}ada, Juan and Alonso, Ra{\'u}l and Molleda, Julio and D{\'i}ez, Fidel},
year = 2025,
number = {arXiv:2509.17544},
eprint = {2509.17544},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2509.17544},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@misc{chen2024llm,
title = {An LLM Agent for Automatic Geospatial Data Analysis},
author = {Chen, Yuxing and Wang, Weijie and Lobry, Sylvain and Kurtz, Camille},
year = 2024,
number = {arXiv:2410.18792},
eprint = {2410.18792},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2410.18792},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@article{gorelick2017google,
title = {Google Earth Engine: Planetary-scale geospatial analysis for everyone},
author = {Gorelick, Noel and Hancher, Matt and Dixon, Mike and Ilyushchenko, Simon and Thau, David and Moore, Rebecca},
@@ -36,6 +88,19 @@
urldate = {2025-10-28}
}
@misc{horde-vo2025identifying,
title = {Identifying Origins of Place Names via Retrieval Augmented Generation},
author = {{Horde-Vo}, Alexis and Duckham, Matt and He, Estrid and Benli, Rafe},
year = 2025,
number = {arXiv:2509.01030},
eprint = {2509.01030},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2509.01030},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@article{lewis2017australiana,
title = {The Australian Geoscience Data Cube --- Foundations and lessons learned},
author = {Lewis, Adam and Oliver, Simon and Lymburner, Leo and Evans, Ben and Wyborn, Lesley and Mueller, Norman and Raevksi, Gregory and Hooke, Jeremy and Woodcock, Rob and Sixsmith, Joshua and Wu, Wenjun and Tan, Peter and Li, Fuqin and Killough, Brian and Minchin, Stuart and Roberts, Dale and Ayers, Damien and Bala, Biswajit and Dwyer, John and Dekker, Arnold and Dhu, Trevor and Hicks, Andrew and Ip, Alex and Purss, Matt and Richards, Clare and Sagar, Stephen and Trenham, Claire and Wang, Peter and Wang, Lan-Wei},
@@ -49,6 +114,19 @@
urldate = {2026-01-18}
}
@misc{li2025enabling,
title = {Enabling Near-realtime Remote Sensing via Satellite-Ground Collaboration of Large Vision-Language Models},
author = {Li, Zihan and Yang, Jiahao and Zhang, Yuxin and Chen, Zhe and Gao, Yue},
year = 2025,
number = {arXiv:2510.24242},
eprint = {2510.24242},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2510.24242},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@phdthesis{lukai2024jiyujiqixuexidefenbushicunchuxitongxingnengyouhuayanjiu,
type = {博士学位论文},
title = {基于机器学习的分布式存储系统性能优化研究},
@@ -96,3 +174,58 @@ filename: 1024392702.nh}
doi = {10.1109/IPDPS57955.2024.00050},
urldate = {2025-06-10}
}
@misc{wen2025rsrag,
title = {RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model},
author = {Wen, Congcong and Lin, Yiting and Qu, Xiaokang and Li, Nan and Liao, Yong and Lin, Hui and Li, Xiang},
year = 2025,
number = {arXiv:2504.04988},
eprint = {2504.04988},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2504.04988},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@misc{xu2025rsagent,
title = {RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent},
author = {Xu, Wenjia and Yu, Zijian and Mu, Boyang and Wei, Zhiwei and Zhang, Yuanben and Li, Guangzuo and Peng, Mugen},
year = 2025,
number = {arXiv:2406.07089},
eprint = {2406.07089},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2406.07089},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@misc{yu2025spatialrag,
title = {Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions},
author = {Yu, Dazhou and Bao, Riyang and Ning, Ruiyu and Peng, Jinghong and Mai, Gengchen and Zhao, Liang},
year = 2025,
number = {arXiv:2502.18470},
eprint = {2502.18470},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.2502.18470},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}
@article{zhang2025imagerag,
title = {ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG},
author = {Zhang, Zilun and Shen, Haozhan and Zhao, Tiancheng and Guan, Zian and Chen, Bin and Wang, Yuhao and Jia, Xu and Cai, Yuxiang and Shang, Yongheng and Yin, Jianwei},
year = 2025,
journal = {IEEE Geoscience and Remote Sensing Magazine},
volume = {13},
number = {3},
eprint = {2411.07688},
primaryclass = {cs},
pages = {369--394},
issn = {2168-6831, 2473-2397},
doi = {10.1109/MGRS.2025.3574742},
urldate = {2026-01-19},
archiveprefix = {arXiv}
}