Biplov Bhandari

This article is cross-posted from the NASA Applied Sciences website. In Nepal, the combination of mountainous terrain and a monsoon climate means that severe weather can strike quickly. Effective disaster preparation requires high-quality forecasts, and the SERVIR program—a partnership of NASA and USAID—is helping partners in Nepal give communities that much needed early warning. In mid-June, clouds herald the arrival of the monsoon rains in Nepal.

3. Results 3.1. Classifier Training and Deployment Both the ascending and descending classifiers achieved good performance on the deep learning validation sets . Both models converged with F1-scores ≥ 0.9. Both the ascending and descending classifiers achieved good performance on the deep learning validation sets.

1. Introduction With rapid urbanization after the industrial revolution, rural areas in most countries have different degrees of decline (Measham and Fleming, 2014). Agricultural specialization has been measured in developed countries to solve the issue of declining income. For example, the One Village One Product project of Japan, the scale agriculture of United States (Lsao, 1992; Kang, 2002; Boody et al., 2005).