Articles | Volume 16, issue 21
https://doi.org/10.5194/acp-16-13681-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-16-13681-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Evaluation of cloud effects on air temperature estimation using MODIS LST based on ground measurements over the Tibetan Plateau
Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China
CAS Center for Excellence in Tibetan Plateau Earth Sciences, Beijing, China
Fan Zhang
Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China
CAS Center for Excellence in Tibetan Plateau Earth Sciences, Beijing, China
Guoqing Zhang
Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China
CAS Center for Excellence in Tibetan Plateau Earth Sciences, Beijing, China
Xiaobo He
Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou, China
Lide Tian
Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China
CAS Center for Excellence in Tibetan Plateau Earth Sciences, Beijing, China
Viewed
Total article views: 3,487 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 23 Aug 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,133 | 1,276 | 78 | 3,487 | 59 | 99 |
- HTML: 2,133
- PDF: 1,276
- XML: 78
- Total: 3,487
- BibTeX: 59
- EndNote: 99
Total article views: 2,911 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Nov 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,695 | 1,147 | 69 | 2,911 | 55 | 81 |
- HTML: 1,695
- PDF: 1,147
- XML: 69
- Total: 2,911
- BibTeX: 55
- EndNote: 81
Total article views: 576 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 23 Aug 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
438 | 129 | 9 | 576 | 4 | 18 |
- HTML: 438
- PDF: 129
- XML: 9
- Total: 576
- BibTeX: 4
- EndNote: 18
Viewed (geographical distribution)
Total article views: 3,487 (including HTML, PDF, and XML)
Thereof 3,473 with geography defined
and 14 with unknown origin.
Total article views: 2,911 (including HTML, PDF, and XML)
Thereof 2,897 with geography defined
and 14 with unknown origin.
Total article views: 576 (including HTML, PDF, and XML)
Thereof 576 with geography defined
and 0 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
41 citations as recorded by crossref.
- Spatial variability of near-surface temperature over the coastal mountains in southern Chile (38°S) S. González & R. Garreaud 10.1007/s00703-017-0555-4
- Spatiotemporal variations in the difference between satellite‐observed daily maximum land surface temperature and station‐based daily maximum near‐surface air temperature X. Lian et al. 10.1002/2016JD025366
- Why does the runoff in Hotan River show a slight decreased trend in northwestern China? B. Li et al. 10.1002/asl.800
- A Bayesian Approach for Interpolating Clear-Sky MODIS Land Surface Temperatures on Areas With Extensive Missing Data Y. Chen et al. 10.1109/JSTARS.2020.3038188
- MODIS Image-derived ice surface temperature assessment in the Southern Patagonian Icefield A. Lo Vecchio et al. 10.1177/0309133319851022
- Warming slowdown over the Tibetan plateau in recent decades Y. Liu et al. 10.1007/s00704-018-2435-3
- Hierarchical Bayesian space-time estimation of monthly maximum and minimum surface air temperature N. Lu et al. 10.1016/j.rse.2018.04.006
- Estimating High Resolution Daily Air Temperature Based on Remote Sensing Products and Climate Reanalysis Datasets over Glacierized Basins: A Case Study in the Langtang Valley, Nepal W. Zhou et al. 10.3390/rs9090959
- Analysis of Spatial and Temporal Variability of Grassland Phenology on the Qinghai-Tibet Plateau 双. 郭 10.12677/GSER.2023.123034
- Recent fall Eurasian cooling linked to North Pacific sea surface temperatures and a strengthening Siberian high B. Li et al. 10.1038/s41467-020-19014-2
- Evaluation of near-surface air temperature reanalysis datasets and downscaling with machine learning based Random Forest method for complex terrain of Turkey Ç. Hasan Karaman & Z. Akyürek 10.1016/j.asr.2023.02.006
- Improvements in the Estimation of Air Temperature with Empirical Models on Livingston and Deception Islands in Maritime Antarctica (2000–2016) Using C6 MODIS LST A. Corbea-Pérez et al. 10.3390/rs16061084
- Determination of land surface temperatures for some oak stands with Landsat 8 OLI satellite images: a case study from Turkey A. Değermenci & H. Zengin 10.1007/s10661-024-13226-5
- Monitoring of Thermal Activity at the Hatchobaru–Otake Geothermal Area in Japan Using Multi-Source Satellite Images—With Comparisons of Methods, and Solar and Seasonal Effects M. Mia et al. 10.3390/rs10091430
- Consistency of spatiotemporal variability of MODIS and ERA5-Land surface warming trends over complex topography M. Yilmaz 10.1007/s11356-023-28983-y
- A stepwise framework for interpolating land surface temperature under cloudy conditions based on the solar-cloud-satellite geometry Y. Chen et al. 10.1016/j.isprsjprs.2023.02.004
- Daily air temperature estimation on glacier surfaces in the Tibetan Plateau using MODIS LST data H. ZHANG et al. 10.1017/jog.2018.6
- EXOGENOUS DRIVERS Of SURfACE URBAN HEAT ISLANDS IN NORTHERN wEST SIBERIA I. Esau & V. Miles 10.24057/2071-9388-2018-11-3-83-99
- Using satellite-derived land surface temperatures to clarify the spatiotemporal warming trends of the Alborz Mountains in northern Iran G. Roshan et al. 10.1007/s11629-023-8384-z
- Evaluation of MODIS land surface temperature products for daily air surface temperature estimation in northwest Vietnam T. Phan et al. 10.1080/01431161.2019.1580789
- Comparative study of spatiotemporal variation in the urban heat island core in coastal and inland basin cities J. Moon et al. 10.1007/s11869-022-01173-4
- Ozone pollution aggravated by mountain-valley breeze over the western Sichuan Basin, Southwest China Y. Zhang et al. 10.1016/j.chemosphere.2024.142445
- Climatological and Hydrological Observations for the South American Andes: In situ Stations, Satellite, and Reanalysis Data Sets T. Condom et al. 10.3389/feart.2020.00092
- A Data Fusion Modeling Framework for Retrieval of Land Surface Temperature from Landsat-8 and MODIS Data G. Zhao et al. 10.3390/s20154337
- Modified Linear Scaling and Quantile Mapping Mean Bias Correction of MODIS Land Surface Temperature for Surface Air Temperature Estimation for the Lowland Areas of Peninsular Malaysia N. Bahari et al. 10.3390/rs13132589
- The ability of moderate resolution imaging spectroradiometer land surface temperatures to simulate cold air drainage and microclimates in complex Arctic terrain N. Pepin et al. 10.1002/joc.5854
- An Examination of Temperature Trends at High Elevations Across the Tibetan Plateau: The Use of MODIS LST to Understand Patterns of Elevation‐Dependent Warming N. Pepin et al. 10.1029/2018JD029798
- Variation in Aerosol Optical Depth (AOD), NO2 and Tropospheric Ozone Column during the Lockdown Period Amid COVID-19 Pandemic over India N. Bhadauria et al. 10.14233/ajchem.2022.23544
- Nocturnal surface radiation cooling modulated by cloud cover change reinforces PM2.5 accumulation: Observational study of heavy air pollution in the Sichuan Basin, Southwest China J. Hu et al. 10.1016/j.scitotenv.2021.148624
- Simulation of Runoff through Improved Precipitation: The Case of Yamzho Yumco Lake in the Tibetan Plateau H. Tang et al. 10.3390/w15030490
- Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques M. Otgonbayar et al. 10.3390/rs11212588
- Elevation-dependent warming of land surface temperatures in the Andes assessed using MODIS LST time series (2000–2017) J. Aguilar-Lome et al. 10.1016/j.jag.2018.12.013
- Spatial-temporal dynamics of alpine grassland coverage and its response to climate warming in Mt. Qomolangma Nature Preserve during 2000–2019 F. Ma & P. Peng 10.1007/s11629-021-7110-y
- Estimation of high spatial resolution all-weather near-surface air temperature using FY-4A AGRI observations H. Liu et al. 10.1016/j.atmosres.2023.106642
- All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning D. Cho et al. 10.3390/rs14081815
- How well do the ERA‐Interim, ERA‐5, GLDAS‐2.1 and NCEP‐R2 reanalysis datasets represent daily air temperature over the Tibetan Plateau? L. Liu et al. 10.1002/joc.6867
- Reconstruction of 0.05° all-sky daily maximum air temperature across Eurasia for 2003–2018 with multi-source satellite data and machine learning models M. Zheng et al. 10.1016/j.atmosres.2022.106398
- How Accurately Can the Air Temperature Lapse Rate Over the Tibetan Plateau Be Estimated From MODIS LSTs? H. Zhang et al. 10.1002/2017JD028243
- Reconstruction of the hourly fine-resolution apparent temperature (Humidex) with the aerodynamic parameters X. Wu et al. 10.1016/j.scitotenv.2022.161253
- Spatial portability of random forest models to estimate site-specific air temperature for prediction of emergence dates of the Asian Corn Borer in North Korea B. Yoo et al. 10.1016/j.compag.2022.107113
- Creating 1-km long-term (1980–2014) daily average air temperatures over the Tibetan Plateau by integrating eight types of reanalysis and land data assimilation products downscaled with MODIS-estimated temperature lapse rates based on machine learning H. Zhang et al. 10.1016/j.jag.2021.102295
41 citations as recorded by crossref.
- Spatial variability of near-surface temperature over the coastal mountains in southern Chile (38°S) S. González & R. Garreaud 10.1007/s00703-017-0555-4
- Spatiotemporal variations in the difference between satellite‐observed daily maximum land surface temperature and station‐based daily maximum near‐surface air temperature X. Lian et al. 10.1002/2016JD025366
- Why does the runoff in Hotan River show a slight decreased trend in northwestern China? B. Li et al. 10.1002/asl.800
- A Bayesian Approach for Interpolating Clear-Sky MODIS Land Surface Temperatures on Areas With Extensive Missing Data Y. Chen et al. 10.1109/JSTARS.2020.3038188
- MODIS Image-derived ice surface temperature assessment in the Southern Patagonian Icefield A. Lo Vecchio et al. 10.1177/0309133319851022
- Warming slowdown over the Tibetan plateau in recent decades Y. Liu et al. 10.1007/s00704-018-2435-3
- Hierarchical Bayesian space-time estimation of monthly maximum and minimum surface air temperature N. Lu et al. 10.1016/j.rse.2018.04.006
- Estimating High Resolution Daily Air Temperature Based on Remote Sensing Products and Climate Reanalysis Datasets over Glacierized Basins: A Case Study in the Langtang Valley, Nepal W. Zhou et al. 10.3390/rs9090959
- Analysis of Spatial and Temporal Variability of Grassland Phenology on the Qinghai-Tibet Plateau 双. 郭 10.12677/GSER.2023.123034
- Recent fall Eurasian cooling linked to North Pacific sea surface temperatures and a strengthening Siberian high B. Li et al. 10.1038/s41467-020-19014-2
- Evaluation of near-surface air temperature reanalysis datasets and downscaling with machine learning based Random Forest method for complex terrain of Turkey Ç. Hasan Karaman & Z. Akyürek 10.1016/j.asr.2023.02.006
- Improvements in the Estimation of Air Temperature with Empirical Models on Livingston and Deception Islands in Maritime Antarctica (2000–2016) Using C6 MODIS LST A. Corbea-Pérez et al. 10.3390/rs16061084
- Determination of land surface temperatures for some oak stands with Landsat 8 OLI satellite images: a case study from Turkey A. Değermenci & H. Zengin 10.1007/s10661-024-13226-5
- Monitoring of Thermal Activity at the Hatchobaru–Otake Geothermal Area in Japan Using Multi-Source Satellite Images—With Comparisons of Methods, and Solar and Seasonal Effects M. Mia et al. 10.3390/rs10091430
- Consistency of spatiotemporal variability of MODIS and ERA5-Land surface warming trends over complex topography M. Yilmaz 10.1007/s11356-023-28983-y
- A stepwise framework for interpolating land surface temperature under cloudy conditions based on the solar-cloud-satellite geometry Y. Chen et al. 10.1016/j.isprsjprs.2023.02.004
- Daily air temperature estimation on glacier surfaces in the Tibetan Plateau using MODIS LST data H. ZHANG et al. 10.1017/jog.2018.6
- EXOGENOUS DRIVERS Of SURfACE URBAN HEAT ISLANDS IN NORTHERN wEST SIBERIA I. Esau & V. Miles 10.24057/2071-9388-2018-11-3-83-99
- Using satellite-derived land surface temperatures to clarify the spatiotemporal warming trends of the Alborz Mountains in northern Iran G. Roshan et al. 10.1007/s11629-023-8384-z
- Evaluation of MODIS land surface temperature products for daily air surface temperature estimation in northwest Vietnam T. Phan et al. 10.1080/01431161.2019.1580789
- Comparative study of spatiotemporal variation in the urban heat island core in coastal and inland basin cities J. Moon et al. 10.1007/s11869-022-01173-4
- Ozone pollution aggravated by mountain-valley breeze over the western Sichuan Basin, Southwest China Y. Zhang et al. 10.1016/j.chemosphere.2024.142445
- Climatological and Hydrological Observations for the South American Andes: In situ Stations, Satellite, and Reanalysis Data Sets T. Condom et al. 10.3389/feart.2020.00092
- A Data Fusion Modeling Framework for Retrieval of Land Surface Temperature from Landsat-8 and MODIS Data G. Zhao et al. 10.3390/s20154337
- Modified Linear Scaling and Quantile Mapping Mean Bias Correction of MODIS Land Surface Temperature for Surface Air Temperature Estimation for the Lowland Areas of Peninsular Malaysia N. Bahari et al. 10.3390/rs13132589
- The ability of moderate resolution imaging spectroradiometer land surface temperatures to simulate cold air drainage and microclimates in complex Arctic terrain N. Pepin et al. 10.1002/joc.5854
- An Examination of Temperature Trends at High Elevations Across the Tibetan Plateau: The Use of MODIS LST to Understand Patterns of Elevation‐Dependent Warming N. Pepin et al. 10.1029/2018JD029798
- Variation in Aerosol Optical Depth (AOD), NO2 and Tropospheric Ozone Column during the Lockdown Period Amid COVID-19 Pandemic over India N. Bhadauria et al. 10.14233/ajchem.2022.23544
- Nocturnal surface radiation cooling modulated by cloud cover change reinforces PM2.5 accumulation: Observational study of heavy air pollution in the Sichuan Basin, Southwest China J. Hu et al. 10.1016/j.scitotenv.2021.148624
- Simulation of Runoff through Improved Precipitation: The Case of Yamzho Yumco Lake in the Tibetan Plateau H. Tang et al. 10.3390/w15030490
- Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques M. Otgonbayar et al. 10.3390/rs11212588
- Elevation-dependent warming of land surface temperatures in the Andes assessed using MODIS LST time series (2000–2017) J. Aguilar-Lome et al. 10.1016/j.jag.2018.12.013
- Spatial-temporal dynamics of alpine grassland coverage and its response to climate warming in Mt. Qomolangma Nature Preserve during 2000–2019 F. Ma & P. Peng 10.1007/s11629-021-7110-y
- Estimation of high spatial resolution all-weather near-surface air temperature using FY-4A AGRI observations H. Liu et al. 10.1016/j.atmosres.2023.106642
- All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning D. Cho et al. 10.3390/rs14081815
- How well do the ERA‐Interim, ERA‐5, GLDAS‐2.1 and NCEP‐R2 reanalysis datasets represent daily air temperature over the Tibetan Plateau? L. Liu et al. 10.1002/joc.6867
- Reconstruction of 0.05° all-sky daily maximum air temperature across Eurasia for 2003–2018 with multi-source satellite data and machine learning models M. Zheng et al. 10.1016/j.atmosres.2022.106398
- How Accurately Can the Air Temperature Lapse Rate Over the Tibetan Plateau Be Estimated From MODIS LSTs? H. Zhang et al. 10.1002/2017JD028243
- Reconstruction of the hourly fine-resolution apparent temperature (Humidex) with the aerodynamic parameters X. Wu et al. 10.1016/j.scitotenv.2022.161253
- Spatial portability of random forest models to estimate site-specific air temperature for prediction of emergence dates of the Asian Corn Borer in North Korea B. Yoo et al. 10.1016/j.compag.2022.107113
- Creating 1-km long-term (1980–2014) daily average air temperatures over the Tibetan Plateau by integrating eight types of reanalysis and land data assimilation products downscaled with MODIS-estimated temperature lapse rates based on machine learning H. Zhang et al. 10.1016/j.jag.2021.102295
Latest update: 20 Nov 2024
Short summary
Based on MODIS LST, clouds are believed to affect Tair estimation; however, understanding of the cloud effect on the Tair–LST relationship remains limited. Our paper reveals the subtle influence of clouds that affects Tmin and Tmax estimation in clearly different ways. The results contribute to better understanding of cloud effects and more accurate estimation of Tair using satellite LST.
Based on MODIS LST, clouds are believed to affect Tair estimation; however, understanding of the...
Altmetrics
Final-revised paper
Preprint