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Open access Jul 2026

Integrating climate projections and hydrological modeling for sustainable water management in a major indian peninsular basin

Agriculture and fisheries play vital roles in sustaining livelihoods, whereas they are frequently suffered by recurring floods in the Wainganga basin of the Indian Peninsula. The climate change and unsustainable practices have significantly affected these livelihoods. The present study examines changing climate impacts...

A. Thakur, A. Nema, Prabhash K. Mishra et al. · 0 citations
Open access Jul 2026

A BiLSTM-driven framework for operational PM2.5 forecasting: integrating meteorological kinematics for urban air quality management

The accelerating impact of climate change on meteorological dynamics and air quality across India poses a pressing challenge for urban sustainability and public health resilience. In this study, we present a data-driven AI framework based on Bidirectional Long Short-Term Memory (BiLSTM) networks to forecast PM₂.₅ con...

Vinayak Gupta, Yajnaseni Dash, Ankush Goyal et al. · 0 citations

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