Author

Naixia Mou

h-index 20 View on Semantic Scholar

We have 3 of 61 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Sep 2026

Decoding the Disaster: Multi-Task Geospatial Reasoning with Vision-Language Models and Crowdsourced Imagery for Disaster Mapping

Crowdsourced imagery provides timely, fine-grained, street-level observations for disaster mapping, complementing conventional remote sensing imagery (RSI) during emergency response. However, such imagery is often unstructured, spatially ambiguous, and lacks reliable geographic metadata, making manual geolocalization a...

Wen-Ping Yin, Fabian Desuer, Zi-Qi Liu et al. · 0 citations

Aug 2026

Impacts of Ship Emissions on Regional Air Quality in the Post-DECA Era: A Case Study of the Yangtze River Basin.

Under the ongoing implementation of China's Domestic Emission Control Area (DECA) policy, shipping emissions and their impacts on air quality have drawn increasing attention. However, most studies have focused on the early and intermediate phases of DECA implementation, leaving the emission characteristics and multi-po...

Nai-Xia Mou, Longyu Xu, Xianghao Zhang et al. · Environmental Pollution · 0 citations

Jul 2026

DisasterTD: Disaster Toponym Disambiguation Using Multimodal LLMs and Cross-View Geolocalization

Disaster TD, a disaster toponym disambiguation framework that integrates multimodal large language models (MLLMs)-based semantic reasoning with cross-view geolocalization, is proposed, demonstrating the effectiveness of integrating MLLM-based candidate generation with cross-view verification for fine-grained disaster g...

Wenping Yin, Ziqi Liu, Naixia Mou et al. · IEEE Transactions on Geoscie... · 0 citations