Shobitha Shetty

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Publications (7)

• Evaluating the role of low-cost sensors in machine learning based European PM2.5 monitoring
  Environmental Research 2026 DOI: 10.1016/j.envres.2025.123558
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• Daily high-resolution surface PM2.5 estimation over Europe by ML-based downscaling of the CAMS regional forecast
  Environmental Research 2025 DOI: 10.1016/j.envres.2024.120363
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• Evaluating the Role of Low-Cost Sensors in Machine Learning based European PM2.5 Monitoring
  2025 DOI: 10.2139/ssrn.5545756
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• Estimating surface NO2 concentrations over Europe using Sentinel-5P TROPOMI observations and Machine Learning
  Remote Sensing of Environment 2024 DOI: 10.1016/j.rse.2024.114321
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• Evaluation of TROPOMI observations for estimating surface NO2 concentrations over Europe using XGBoost Model
  2023 DOI: 10.5194/egusphere-egu23-7796
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• Spatiotemporal Patterns in Data Availability of the Sentinel-5P NO2 Product over Urban Areas in Norway
  Remote Sensing 2021 DOI: 10.3390/rs13112095
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• Assessing the Effect of Training Sampling Design on the Performance of Machine Learning Classifiers for Land Cover Mapping Using Multi-Temporal Remote Sensing Data and Google Earth Engine
  Remote Sensing 2021 DOI: 10.3390/rs13081433
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