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Shobitha Shetty
Observed name:
Shetty, Shobitha
Institution:
NILU
Observed institutions:
Indian Space Research Organisation,
University of Oslo,
International Institute for Geo-Information Science and Earth Observation,
Indian Institute of Remote Sensing,
NILU,
University of Twente
show all 6
ORCID:
0000-0001-6110-547X
Observed ORCID:
0000-0001-6110-547X
OpenAlex ID:
A5020712410
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
2021
·
Shobitha Shetty
, Prasun Kumar Gupta
, et al.
·
Remote Sensing
·
141
PDF
Estimating surface NO2 concentrations over Europe using Sentinel-5P TROPOMI observations and Machine Learning
2024
·
Shobitha Shetty
, Philipp Schneider
, et al.
·
Remote Sensing of Environment
·
85
Evolving trends in application of low-cost air quality sensor networks: challenges and future directions
2025
·
Evangelos Bagkis
, Amirhossein Hassani
, et al.
·
npj Climate and Atmospheric Science
·
56
PDF
Analysis of machine learning classifiers for LULC classification on Google Earth Engine
2019
·
Shobitha Shetty
·
48
Spatiotemporal Patterns in Data Availability of the Sentinel-5P NO2 Product over Urban Areas in Norway
2021
·
Philipp Schneider
, Paul D. Hamer
, et al.
·
Remote Sensing
·
39
PDF
Daily high-resolution surface PM2.5 estimation over Europe by ML-based downscaling of the CAMS regional forecast
2024
·
Shobitha Shetty
, Paul D. Hamer
, et al.
·
Environmental Research
·
24
Evaluating the role of low-cost sensors in machine learning based European PM2.5 monitoring
2025
·
Shobitha Shetty
, Amirhossein Hassani
, et al.
·
Environmental Research
·
3
Evaluation of TROPOMI observations for estimating surface NO2 concentrations over Europe using XGBoost Model
2023
·
Shobitha Shetty
, Philipp Schneider
, et al.
·
EGU General Assembly Conference Abstracts
·
1
Integrating validated large-scale sensor observations into ML-based PM2.5 mapping: lessons from Europe with global relevance
2026
·
Philipp Schneider
, Shobitha Shetty
, et al.
·
EGU General Assembly Conference Abstracts
S-MESH: Surface PM2.5 daily 1km dataset over Central Europe using CAMS, Low-Cost Sensors and AOD
2025
·
Shetty, Shobitha
, Hassani, Amirhossein
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
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Works count:
13
Citation count:
397
H-index:
6
I10-index:
6
Year
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