Near Real-Time Mobile Profiling and Modeling of Fine-Scale Environmental Proxies Along Major Road Lines of Nepal
Published in ICMSI, 2021
We present a methodology using GPS-enabled mobile sensors to collect and model fine-scale environmental proxies (e.g., temperature, CO₂, PM₂.₅) along major roadways in Nepal, demonstrating the effectiveness of ARIMA and RNNs for real-time and historical climate modeling.
Citation: Adhikari, N.B., Gautam, S., Devkota, A., Shikha, S., Pyakurel, S. and Adhikari, M.P., 2020, January. Near Real-Time Mobile Profiling and Modeling of Fine-Scale Environmental Proxies Along Major Road Lines of Nepal. In International Conference on Mobile Computing and Sustainable Informatics (pp. 605-617). Cham: Springer International Publishing.
Citation: Adhikari, N.B., Gautam, S., Devkota, A., Shikha, S., Pyakurel, S. and Adhikari, M.P., 2020, January. Near Real-Time Mobile Profiling and Modeling of Fine-Scale Environmental Proxies Along Major Road Lines of Nepal. In International Conference on Mobile Computing and Sustainable Informatics (pp. 605-617). Cham: Springer International Publishing.
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