Research graph
References from Long-term (2008-2024) analysis of black carbon aerosols over a semi-arid rain-shadow region in southern peninsular India: trends, wavelet analysis, machine learning approaches and source regions. Local targets link to admitted publications; unresolved targets remain external evidence.
Decadal analysis of black carbon aerosols over the central Indo-Gangetic Plain: trends, source regions, and policy impact
2025 · External reference
Measurements of aerosol optical depth and equivalent black carbon aerosols over a semi-arid station in Southern India
10.1007/s10668-022-02380-w · 2023 · External reference
Recent northern hemisphere tropical expansion primarily driven by black carbon and tropospheric ozone
10.1038/nature11097 · 2012 · External reference
Towards aerosol light-absorption measurements with a 7-wavelength aethalometer: evaluation with a photoacoustic instrument and 3-wavelength nephelometer
10.1080/027868290901972 · 2005 · External reference
Aerosol black carbon over a tropical coastal station in India
2002 · External reference
Direct radiative forcing from black carbon aerosols over urban environment
10.1016/j.asr.2005.10.034 · 2006 · External reference
Pyrotechnic impact of Diwali 2023 on black carbon and aerosol levels in Taj City, India: relative endangerments and meteorological influences
2025 · External reference
Unresolved reference
External reference
Co-movement of Africa’s equity markets: regional and global analysis in the frequency–time domains
10.1016/j.physa.2016.10.088 · 2017 · External reference
Bounding the role of black carbon in the climate system: a scientific assessment
10.1002/jgrd.50171 · 2013 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Xgboost: a scalable tree boosting system
2016 · External reference
A comprehensive survey on feature selection in the various fields of machine learning
10.1007/s10489-021-02550-9 · 2022 · External reference
Unresolved reference
2003 · External reference
Temporal variability and radiative impact of black carbon aerosol over tropical urban station Hyderabad
10.1016/j.jastp.2013.08.003 · 2013 · External reference
Measurements of Pollution In The Troposphere (MOPITT) validation through 2006
10.5194/acp-9-1795-2009 · 2009 · External reference
Arabian Sea tropical cyclones intensified by emissions of black carbon and other aerosols
10.1038/nature10552 · 2011 · External reference
A decision-theoretic generalization of on-line learning and an application to boosting
10.1006/jcss.1997.1504 · 1997 · External reference
An innovative decision making method for air quality monitoring based on big data-assisted artificial intelligence technique
2023 · External reference
Carbon monoxide over Indian region as observed by MOPITT
10.1016/j.atmosenv.2014.10.019 · 2014 · External reference
Response of ambient BC concentration across the Indian region to the nation-wide lockdown: results from the ARFINET measurements of ISRO-GBP
10.18520/cs/v120/i2/341-351 · 2021 · External reference
Columnar-integrated aerosol optical properties and classification of different aerosol types over the semi-arid region Anantapur
2015 · External reference
In-situ measurements of atmospheric aerosols by using Integrating Nephelometer over a semi-arid station, southern India. Atmos
2014 · External reference
Application of the cross wavelet transform and wavelet coherence to geophysical time series
2004 · External reference
Measurement of PM10, PM2.5 and black carbon and assessment of their health effects in Agra: A semiarid region of India
2019 · External reference
COVID-19-associated 2020 lockdown: a study on atmospheric black carbon fall impact on human health
10.1007/s10653-022-01430-6 · 2023 · External reference
Temporal variations of elemental carbon in Beijing
10.1029/2009jd012027 · 2009 · External reference
The aethalometer—An instrument for the real-time measurement of optical absorption by aerosol particles
10.1016/0048-9697(84)90265-1 · 1984 · External reference
Soot climate forcing via snow and ice albedos
10.1073/pnas.2237157100 · 2004 · External reference
The ERA5 global reanalysis
10.1002/qj.3803 · 2020 · External reference
Investigation of black carbon aerosols and their characteristics over tropical urban and semi-arid rural environments in peninsular India
10.1016/j.jastp.2017.10.010 · 2018 · External reference
Unresolved reference
External reference
Summary for policymakers
2021 · External reference
Unresolved reference
2017 · External reference
Long-term trends in black carbon and aerosol optical depth over the central Himalayas: potential causes and implications
2022 · External reference
Synergistic effects of multiple meteorological factors along with aerosol liquid water content on the formation of secondary inorganic aerosols based on generalized additive models at Ballary over peninsular India
10.1016/j.asr.2026.07.006 · 2026 · External reference
Seasonal variation of near surface black carbon and satellite derived vertical distribution of aerosols over a semi-arid station in India
10.1016/j.atmosres.2016.09.003 · 2017 · External reference
Long-term (2008–2017) analysis of atmospheric composite aerosol and black carbon radiative forcing over a semi-arid region in southern India: model results and ground measurement
2020 · External reference
Black carbon aerosol quantification over north-west Himalayas: seasonal heterogeneity, source apportionment and radiative forcing
2020 · External reference
Lightgbm: a highly efficient gradient boosting decision tree. Neural Inf. Process
2017 · External reference
Unresolved reference
1948 · External reference
Long-term observations of black carbon aerosol over a rural location in southern peninsular India: Role of dynamics and meteorology
10.1016/j.atmosenv.2018.06.020 · 2018 · External reference
Characterization of aerosol black carbon over a tropical semi-arid region of Anantapur, India
10.1016/j.atmosres.2010.12.009 · 2011 · External reference
Bias in filter-based aerosol light absorption measurements due to organic aerosol loading: evidence from ambient measurements
10.1080/02786820802389277 · 2008 · External reference
Ozone Monitoring Instrument (OMI) Aura nitrogen dioxide standard product version 4.0 with improved surface and cloud treatments
10.5194/amt-14-455-2021 · 2021 · External reference
Analysis of air pollution over Hanoi, Vietnam using multi-satellite and MERRA reanalysis datasets
10.1371/journal.pone.0196629 · 2018 · External reference
Formation of secondary organic aerosol coating on black carbon particles near vehicular emissions
10.5194/acp-17-15055-2017 · 2017 · External reference
The Indian Ocean experiment: widespread air pollution from South and Southeast Asia
10.1126/science.1057103 · 2001 · External reference
Improving satellite retrieval of oceanic particulate organic carbon concentrations using machine learning methods. Remote Sens
2021 · External reference
Longwave radiative forcing of Indian Ocean tropospheric aerosol
10.1029/2001jd001183 · 2002 · External reference
Nonparametric tests against trend. Econometrica
1945 · External reference
Decreasing trend in black carbon aerosols over the Indian region
10.1029/2018gl081666 · 2019 · External reference
Long-term trend in Black Carbon mass concentration over Central Indo-Gangetic Plain location: understanding the implied change in radiative forcing
10.1029/2024jd040754 · 2024 · External reference
Energy Statistics 2017
2017 · External reference
The impact of lockdown on eBC mass concentration over a semi-arid Region in Southern India: ground observation and model simulations
2021 · External reference
Satellite remote sensing of tropospheric CO and CH4: forward model studies of the MOPITT instrument
10.1364/ao.34.006976 · 1995 · External reference
Long-term changes in black carbon aerosols and their health effects in rural India during the past two decades (2000–2019)
2024 · External reference
A sensitivity study on modeling black carbon in snow and its radiative forcing over the Arctic and northern China
10.1088/1748-9326/9/6/064001 · 2014 · External reference
Atmospheric black carbon aerosol: Long-term characteristics, source apportionment, and trends
2024 · External reference
Atmospheric brown clouds: impacts on South Asian climate and hydrological cycle
10.1073/pnas.0500656102 · 2005 · External reference
Absorbing aerosols over Asia: a Geophysical Fluid Dynamics Laboratory general circulation model sensitivity study of model response to aerosol optical depth and aerosol absorption
10.1029/2008jd010140 · 2008 · External reference
Impact of carbonaceous aerosol emissions on regional climate change
10.1007/s00382-006-0147-3 · 2006 · External reference
Non-linear models for black carbon exposure modelling using air pollution datasets
10.1016/j.envres.2022.113269 · 2022 · External reference
Long term studies on characteristics of black carbon aerosols over a tropical urban station Pune, India
10.1016/j.atmosres.2013.05.002 · 2013 · External reference
Black carbon over a high altitude Central Himalayan Glacier: variability, transport, and radiative impacts
2022 · External reference
Machine learning techniques to predict atmospheric black carbon in a tropical coastal environment
2024 · External reference
The variability of mass concentrations and source apportionment analysis of equivalent black carbon across urban Europe
2023 · External reference
Unresolved reference
1994 · External reference
Estimates of the regression coefficient based on Kendall’s tau
10.1080/01621459.1968.10480934 · 1968 · External reference
A comparative analysis of machine learning algorithms for classification purpose
10.1016/j.procs.2022.12.044 · 2022 · External reference
NOAA’s hysplit atmospheric transport and dispersion modeling system
10.1175/bams-d-14-00110.1 · 2015 · External reference
Black carbon concentration estimation with mobile-based measurements in a complex urban environment. ISPRS Int
2023 · External reference
Classifying aerosol type using in situ and satellite observations over a semi-arid station, Anantapur, from southern peninsular India
10.1016/j.asr.2023.03.046 · 2023 · External reference
A simple procedure for correcting loading effects of aethalometer data
10.3155/1047-3289.57.10.1214 · 2007 · External reference
Trend in global black carbon emissions from 1960 to 2007
10.1021/es5021422 · 2014 · External reference
Absorption of light by soot particles: determination of the absorption coefficient by means of aethalometers
10.1016/s0021-8502(03)00359-8 · 2003 · External reference
Remote estimates of suspended particulate matter in global lakes using machine learning models
10.1016/j.iswcr.2023.07.002 · 2024 · External reference
The global 3-D distribution of tropospheric aerosols as characterized by CALIOP
10.5194/acp-13-3345-2013 · 2013 · External reference
Overview of the CALIPSO mission and CALIOP data processing algorithms
10.1175/2009jtecha1281.1 · 2009 · External reference
Unresolved reference
2021 · External reference
Separating the effects of changes in land management and climatic conditions on long-term stream flow trends analyzed for a small catchment in the Loess Plateau region, NW China
10.1002/hyp.9663 · 2014 · External reference
The climatology and trend of black carbon in China from 12-year ground observations
10.1007/s00382-019-04903-0 · 2019 · External reference
A 5.5-year observations of black carbon aerosol at a megacity in central China: levels, sources, and variation trends
2020 · External reference
Separating the effects of changes in land management and climatic conditions on long-term stream flow trends analyzed for a small catchment in the Loess Plateau region, NW China
10.1002/hyp.9663 · ExternalCitation · doi-reference
Bounding the role of black carbon in the climate system: a scientific assessment
10.1002/jgrd.50171 · ExternalCitation · doi-reference
The ERA5 global reanalysis
10.1002/qj.3803 · ExternalCitation · doi-reference
A decision-theoretic generalization of on-line learning and an application to boosting
10.1006/jcss.1997.1504 · ExternalCitation · doi-reference
Impact of carbonaceous aerosol emissions on regional climate change
10.1007/s00382-006-0147-3 · ExternalCitation · doi-reference
The climatology and trend of black carbon in China from 12-year ground observations
10.1007/s00382-019-04903-0 · ExternalCitation · doi-reference
A comprehensive survey on feature selection in the various fields of machine learning
10.1007/s10489-021-02550-9 · ExternalCitation · doi-reference
COVID-19-associated 2020 lockdown: a study on atmospheric black carbon fall impact on human health
10.1007/s10653-022-01430-6 · ExternalCitation · doi-reference
Measurements of aerosol optical depth and equivalent black carbon aerosols over a semi-arid station in Southern India
10.1007/s10668-022-02380-w · ExternalCitation · doi-reference
The aethalometer—An instrument for the real-time measurement of optical absorption by aerosol particles
10.1016/0048-9697(84)90265-1 · ExternalCitation · doi-reference
Direct radiative forcing from black carbon aerosols over urban environment
10.1016/j.asr.2005.10.034 · ExternalCitation · doi-reference
Classifying aerosol type using in situ and satellite observations over a semi-arid station, Anantapur, from southern peninsular India
10.1016/j.asr.2023.03.046 · ExternalCitation · doi-reference
Synergistic effects of multiple meteorological factors along with aerosol liquid water content on the formation of secondary inorganic aerosols based on generalized additive models at Ballary over peninsular India
10.1016/j.asr.2026.07.006 · ExternalCitation · doi-reference
Carbon monoxide over Indian region as observed by MOPITT
10.1016/j.atmosenv.2014.10.019 · ExternalCitation · doi-reference
Long-term observations of black carbon aerosol over a rural location in southern peninsular India: Role of dynamics and meteorology
10.1016/j.atmosenv.2018.06.020 · ExternalCitation · doi-reference
Characterization of aerosol black carbon over a tropical semi-arid region of Anantapur, India
10.1016/j.atmosres.2010.12.009 · ExternalCitation · doi-reference
Long term studies on characteristics of black carbon aerosols over a tropical urban station Pune, India
10.1016/j.atmosres.2013.05.002 · ExternalCitation · doi-reference
Seasonal variation of near surface black carbon and satellite derived vertical distribution of aerosols over a semi-arid station in India
10.1016/j.atmosres.2016.09.003 · ExternalCitation · doi-reference
Non-linear models for black carbon exposure modelling using air pollution datasets
10.1016/j.envres.2022.113269 · ExternalCitation · doi-reference
Remote estimates of suspended particulate matter in global lakes using machine learning models
10.1016/j.iswcr.2023.07.002 · ExternalCitation · doi-reference
Temporal variability and radiative impact of black carbon aerosol over tropical urban station Hyderabad
10.1016/j.jastp.2013.08.003 · ExternalCitation · doi-reference
Investigation of black carbon aerosols and their characteristics over tropical urban and semi-arid rural environments in peninsular India
10.1016/j.jastp.2017.10.010 · ExternalCitation · doi-reference
Co-movement of Africa’s equity markets: regional and global analysis in the frequency–time domains
10.1016/j.physa.2016.10.088 · ExternalCitation · doi-reference
A comparative analysis of machine learning algorithms for classification purpose
10.1016/j.procs.2022.12.044 · ExternalCitation · doi-reference
Absorption of light by soot particles: determination of the absorption coefficient by means of aethalometers
10.1016/s0021-8502(03)00359-8 · ExternalCitation · doi-reference
Trend in global black carbon emissions from 1960 to 2007
10.1021/es5021422 · ExternalCitation · doi-reference
Random forests
10.1023/a:1010933404324 · ExternalCitation · doi-reference
Longwave radiative forcing of Indian Ocean tropospheric aerosol
10.1029/2001jd001183 · ExternalCitation · doi-reference
Absorbing aerosols over Asia: a Geophysical Fluid Dynamics Laboratory general circulation model sensitivity study of model response to aerosol optical depth and aerosol absorption
10.1029/2008jd010140 · ExternalCitation · doi-reference
Temporal variations of elemental carbon in Beijing
10.1029/2009jd012027 · ExternalCitation · doi-reference
Decreasing trend in black carbon aerosols over the Indian region
10.1029/2018gl081666 · ExternalCitation · doi-reference
Long-term trend in Black Carbon mass concentration over Central Indo-Gangetic Plain location: understanding the implied change in radiative forcing
10.1029/2024jd040754 · ExternalCitation · doi-reference
Arabian Sea tropical cyclones intensified by emissions of black carbon and other aerosols
10.1038/nature10552 · ExternalCitation · doi-reference
Recent northern hemisphere tropical expansion primarily driven by black carbon and tropospheric ozone
10.1038/nature11097 · ExternalCitation · doi-reference
Atmospheric brown clouds: impacts on South Asian climate and hydrological cycle
10.1073/pnas.0500656102 · ExternalCitation · doi-reference
Soot climate forcing via snow and ice albedos
10.1073/pnas.2237157100 · ExternalCitation · doi-reference
Estimates of the regression coefficient based on Kendall’s tau
10.1080/01621459.1968.10480934 · ExternalCitation · doi-reference
Bias in filter-based aerosol light absorption measurements due to organic aerosol loading: evidence from ambient measurements
10.1080/02786820802389277 · ExternalCitation · doi-reference
Towards aerosol light-absorption measurements with a 7-wavelength aethalometer: evaluation with a photoacoustic instrument and 3-wavelength nephelometer
10.1080/027868290901972 · ExternalCitation · doi-reference
A sensitivity study on modeling black carbon in snow and its radiative forcing over the Arctic and northern China
10.1088/1748-9326/9/6/064001 · ExternalCitation · doi-reference
The Indian Ocean experiment: widespread air pollution from South and Southeast Asia
10.1126/science.1057103 · ExternalCitation · doi-reference
Overview of the CALIPSO mission and CALIOP data processing algorithms
10.1175/2009jtecha1281.1 · ExternalCitation · doi-reference
NOAA’s hysplit atmospheric transport and dispersion modeling system
10.1175/bams-d-14-00110.1 · ExternalCitation · doi-reference
Satellite remote sensing of tropospheric CO and CH4: forward model studies of the MOPITT instrument
10.1364/ao.34.006976 · ExternalCitation · doi-reference
Analysis of air pollution over Hanoi, Vietnam using multi-satellite and MERRA reanalysis datasets
10.1371/journal.pone.0196629 · ExternalCitation · doi-reference
Response of ambient BC concentration across the Indian region to the nation-wide lockdown: results from the ARFINET measurements of ISRO-GBP
10.18520/cs/v120/i2/341-351 · ExternalCitation · doi-reference
A simple procedure for correcting loading effects of aethalometer data
10.3155/1047-3289.57.10.1214 · ExternalCitation · doi-reference
The global 3-D distribution of tropospheric aerosols as characterized by CALIOP
10.5194/acp-13-3345-2013 · ExternalCitation · doi-reference
Formation of secondary organic aerosol coating on black carbon particles near vehicular emissions
10.5194/acp-17-15055-2017 · ExternalCitation · doi-reference
Measurements of Pollution In The Troposphere (MOPITT) validation through 2006
10.5194/acp-9-1795-2009 · ExternalCitation · doi-reference
Ozone Monitoring Instrument (OMI) Aura nitrogen dioxide standard product version 4.0 with improved surface and cloud treatments
10.5194/amt-14-455-2021 · ExternalCitation · doi-reference
