Solar Panel Defect Detection Using Geospatially-Aware Deep Learning framework
Large-scale photovoltaic (PV) systems demand reliable inspection techniques to maintain efficiency, as manual methods remain labor-intensive and inconsistent.

Journal of Remote Sensing & GIS Journal of Remote Sensing & GIS [2230-7990(e)] is a peer-reviewed hybrid open-access journal launched in 2011 focused on practical and theoretical issues, collection, analysis, modeling, interpretation, and display of spatial data, connections …
Journal of Remote Sensing & GIS (JORSG): 2230-7990(e) is a peer-reviewed hybrid open-access journal launched in 2011 focused on practical and theoretical
jorsg maintains an Editorial Board of practicing researchers from around the world, to ensure manuscripts are handled by editors who are experts in the field of study.
Dr. Shefali Agarwal, Group Director & Scientist/Engineer – G
Indian Institute of Remote Sensing, ISRO, Dept. of Space, Uttarakhand, india,
Email :
Institutional Profile Link: https://www.iirs.gov.in/shefali-agrawal
Journal: Journal of Remote Sensing & GIS
Large-scale photovoltaic (PV) systems demand reliable inspection techniques to maintain efficiency, as manual methods remain labor-intensive and inconsistent.
Mapping heterogeneous urban environments using conventional Synthetic Aperture Radar (SAR) backscatter intensity frequently produces classification errors due to spectral similarity between sparse built-up features, bare soil, and dry vegetation a challenge especially acute in semi-arid Deccan Plateau settings.
Coastal landscapes are among the most dynamic environments on Earth, undergoing continuous transformation due to both natural processes and anthropogenic activities.
Freshwater availability fundamentally shapes the structure and function of dryland ecosystems, where evapotranspiration exceeds precipitation for most of the year.
In the contemporary era, building footprints are of paramount importance for accurate and current inventories in the development of infrastructure and geospatial analysis.
South Asia, a region characterized by hydro-climatic instability, faces an intensifying risk from devastating flooding, aggravated by human-induced climate change and intricate river basin interactions.

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