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Shatabdi Roy

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Open access Sep 2026

How Many PM2.5 Sensors are Needed to Estimate Daily and Annual Deployed-Network Mean Concentrations in City-Scale Sensor Networks?

Low-cost PM2.5 sensors make it possible to deploy dense networks, but the density required depends on the monitoring objective and local variability. We examined how well smaller subnetworks reproduce deployed-network daily and annual or study-period mean concentrations using data from Dhaka, Bangladesh (N = 35; annu...

Trailokaya Raj Bajgain, Zachary D. Calhoun, S. N. Tripathi et al. · 0 citations
Preprint Jul 2026

AcadGIS: A Single-Import Python Package for Reproducible, Publication-Ready Academic Maps

AcadGIS is presented, a free and open-source Python package that creates publication-oriented research maps from high-level commands under one namespace, import acadgis as agis, and provides place-name boundary access, automated study-area locator layouts, thematic cartography, raster and vector layers, curated Earth-o...

Ripon Chandra Malo, Shatabdi Roy, Tong Qiu · 0 citations

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