Articles | Volume 24, issue 4
https://doi.org/10.5194/hess-24-1781-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-24-1781-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
An evapotranspiration model self-calibrated from remotely sensed surface soil moisture, land surface temperature and vegetation cover fraction: application to disaggregated SMOS and MODIS data
Bouchra Ait Hssaine
CORRESPONDING AUTHOR
CRSA, Centre for Remote Sensing Applications, University Mohammed VI Plytechnic (UM6P), Ben Guerir, Morocco
CESBIO, Université de Toulouse, IRD/CNRS/UPS/CNES, Toulouse, France
LMFE, Département de physique, Faculté des sciences Semlalia, Université Cadi Ayyad, Marrakech, Morocco
Olivier Merlin
CESBIO, Université de Toulouse, IRD/CNRS/UPS/CNES, Toulouse, France
Jamal Ezzahar
CRSA, Centre for Remote Sensing Applications, University Mohammed VI Plytechnic (UM6P), Ben Guerir, Morocco
Département GIRT/Laboratoire MISC, Ecole Nationale des Sciences Appliquées, Université Cadi Ayyad, Safi, Morocco
Nitu Ojha
CESBIO, Université de Toulouse, IRD/CNRS/UPS/CNES, Toulouse, France
Salah Er-Raki
CRSA, Centre for Remote Sensing Applications, University Mohammed VI Plytechnic (UM6P), Ben Guerir, Morocco
LP2M2E, Département de Physique Appliquée, Faculté des Sciences et Techniques, Université Cadi Ayyad, Marrakech, Morocco
Said Khabba
CRSA, Centre for Remote Sensing Applications, University Mohammed VI Plytechnic (UM6P), Ben Guerir, Morocco
LMFE, Département de physique, Faculté des sciences Semlalia, Université Cadi Ayyad, Marrakech, Morocco
Viewed
Total article views: 3,682 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 23 Apr 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,667 | 934 | 81 | 3,682 | 53 | 52 |
- HTML: 2,667
- PDF: 934
- XML: 81
- Total: 3,682
- BibTeX: 53
- EndNote: 52
Total article views: 2,440 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 09 Apr 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,789 | 584 | 67 | 2,440 | 46 | 45 |
- HTML: 1,789
- PDF: 584
- XML: 67
- Total: 2,440
- BibTeX: 46
- EndNote: 45
Total article views: 1,242 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 23 Apr 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
878 | 350 | 14 | 1,242 | 7 | 7 |
- HTML: 878
- PDF: 350
- XML: 14
- Total: 1,242
- BibTeX: 7
- EndNote: 7
Viewed (geographical distribution)
Total article views: 3,682 (including HTML, PDF, and XML)
Thereof 3,173 with geography defined
and 509 with unknown origin.
Total article views: 2,440 (including HTML, PDF, and XML)
Thereof 2,165 with geography defined
and 275 with unknown origin.
Total article views: 1,242 (including HTML, PDF, and XML)
Thereof 1,008 with geography defined
and 234 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
24 citations as recorded by crossref.
- High spatio-temporal monitoring of century-old biochar effects on evapotranspiration through the ETLook model: a case study with UAV and satellite image fusion based on additive wavelet transform (AWT) R. Heidarian Dehkordi et al. 10.1080/15481603.2021.2016262
- Estimating ecosystem evaporation and transpiration using a soil moisture coupled two-source energy balance model across FLUXNET sites K. Xue et al. 10.1016/j.agrformet.2023.109513
- Construction of an evapotranspiration model and analysis of spatiotemporal variation in Xilin River Basin, China H. Yu et al. 10.1371/journal.pone.0256981
- On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas B. Ait Hssaine et al. 10.3390/rs13040727
- Application of Multi-Source Remote Sensing Data and Machine Learning for Surface Soil Moisture Mapping in Temperate Forests of Central Japan K. Win et al. 10.3390/info15080485
- Using of Remote Sensing-Based Auxiliary Variables for Soil Moisture Scaling and Mapping Z. Zhao et al. 10.3390/rs14143373
- Satellite Remote Sensing of Global Land Surface Temperature: Definition, Methods, Products, and Applications Z. Li et al. 10.1029/2022RG000777
- Improving Surface Soil Moisture Estimation Through Assimilating Satellite Land Surface Temperature With a Linear SM-LST Relationship J. Tian et al. 10.1109/JSTARS.2023.3305888
- Improving Surface Soil Moisture Estimates in Humid Regions by an Enhanced Remote Sensing Technique P. Song et al. 10.1029/2020GL091459
- Are raw satellite bands and machine learning all you need to retrieve actual evapotranspiration? C. El Hachimi et al. 10.1051/e3sconf/202448904019
- Estimation of Water Loss Due to Evaporation in the El Cazadero Dam, Mexico, during a Drought P. Guido Aldana et al. 10.18359/rcin.5406
- Assessment of the modified two-source energy balance (TSEB) model for estimating evapotranspiration and its components over an irrigated olive orchard in Morocco O. Sara et al. 10.1016/j.agwat.2024.108861
- Revisiting Daily MODIS Evapotranspiration Algorithm Using Flux Tower Measurements in China L. Huang et al. 10.1029/2021EA001818
- Evapotranspiration estimation by combining soil moisture, land surface temperature/vegetation cover fraction data and surface-atmosphere exchange modeling B. Ait Hssaine et al. 10.17660/ActaHortic.2022.1335.36
- Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation W. Zhu et al. 10.1016/j.isprsjprs.2023.08.004
- Assessment of the effects of winter wheat scattering on SAR backscatter for soil moisture estimation based on a radiative transfer model M. Abassi et al. 10.1080/22797254.2024.2394780
- Irrigation Amounts and Timing Retrieval through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region N. Ouaadi et al. 10.3390/rs13142667
- Monitoring Heat Extremes across Central Europe Using Land Surface Temperature Data Records from SEVIRI/MSG C. Gouveia et al. 10.3390/rs14143470
- Support vector regression for high-resolution beach surface moisture estimation from terrestrial LiDAR intensity data J. Jin et al. 10.1016/j.jag.2021.102458
- Are the C-band backscattering coefficient and interferometric coherence suitable substitutes of NDVI for the monitoring of the FAO-56 crop coefficient? N. Ouaadi et al. 10.1016/j.agwat.2023.108276
- Accuracy of five ground heat flux empirical simulation methods in the surface-energy-balance-based remote-sensing evapotranspiration models Z. Liu 10.5194/hess-26-6207-2022
- Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region Y. Xu et al. 10.1016/j.jag.2022.102879
- Temporal Calibration of an Evaporation-Based Spatial Disaggregation Method of SMOS Soil Moisture Data V. Stefan et al. 10.3390/rs12101671
- Stepwise Disaggregation of SMAP Soil Moisture at 100 m Resolution Using Landsat-7/8 Data and a Varying Intermediate Resolution N. Ojha et al. 10.3390/rs11161863
22 citations as recorded by crossref.
- High spatio-temporal monitoring of century-old biochar effects on evapotranspiration through the ETLook model: a case study with UAV and satellite image fusion based on additive wavelet transform (AWT) R. Heidarian Dehkordi et al. 10.1080/15481603.2021.2016262
- Estimating ecosystem evaporation and transpiration using a soil moisture coupled two-source energy balance model across FLUXNET sites K. Xue et al. 10.1016/j.agrformet.2023.109513
- Construction of an evapotranspiration model and analysis of spatiotemporal variation in Xilin River Basin, China H. Yu et al. 10.1371/journal.pone.0256981
- On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas B. Ait Hssaine et al. 10.3390/rs13040727
- Application of Multi-Source Remote Sensing Data and Machine Learning for Surface Soil Moisture Mapping in Temperate Forests of Central Japan K. Win et al. 10.3390/info15080485
- Using of Remote Sensing-Based Auxiliary Variables for Soil Moisture Scaling and Mapping Z. Zhao et al. 10.3390/rs14143373
- Satellite Remote Sensing of Global Land Surface Temperature: Definition, Methods, Products, and Applications Z. Li et al. 10.1029/2022RG000777
- Improving Surface Soil Moisture Estimation Through Assimilating Satellite Land Surface Temperature With a Linear SM-LST Relationship J. Tian et al. 10.1109/JSTARS.2023.3305888
- Improving Surface Soil Moisture Estimates in Humid Regions by an Enhanced Remote Sensing Technique P. Song et al. 10.1029/2020GL091459
- Are raw satellite bands and machine learning all you need to retrieve actual evapotranspiration? C. El Hachimi et al. 10.1051/e3sconf/202448904019
- Estimation of Water Loss Due to Evaporation in the El Cazadero Dam, Mexico, during a Drought P. Guido Aldana et al. 10.18359/rcin.5406
- Assessment of the modified two-source energy balance (TSEB) model for estimating evapotranspiration and its components over an irrigated olive orchard in Morocco O. Sara et al. 10.1016/j.agwat.2024.108861
- Revisiting Daily MODIS Evapotranspiration Algorithm Using Flux Tower Measurements in China L. Huang et al. 10.1029/2021EA001818
- Evapotranspiration estimation by combining soil moisture, land surface temperature/vegetation cover fraction data and surface-atmosphere exchange modeling B. Ait Hssaine et al. 10.17660/ActaHortic.2022.1335.36
- Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation W. Zhu et al. 10.1016/j.isprsjprs.2023.08.004
- Assessment of the effects of winter wheat scattering on SAR backscatter for soil moisture estimation based on a radiative transfer model M. Abassi et al. 10.1080/22797254.2024.2394780
- Irrigation Amounts and Timing Retrieval through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region N. Ouaadi et al. 10.3390/rs13142667
- Monitoring Heat Extremes across Central Europe Using Land Surface Temperature Data Records from SEVIRI/MSG C. Gouveia et al. 10.3390/rs14143470
- Support vector regression for high-resolution beach surface moisture estimation from terrestrial LiDAR intensity data J. Jin et al. 10.1016/j.jag.2021.102458
- Are the C-band backscattering coefficient and interferometric coherence suitable substitutes of NDVI for the monitoring of the FAO-56 crop coefficient? N. Ouaadi et al. 10.1016/j.agwat.2023.108276
- Accuracy of five ground heat flux empirical simulation methods in the surface-energy-balance-based remote-sensing evapotranspiration models Z. Liu 10.5194/hess-26-6207-2022
- Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region Y. Xu et al. 10.1016/j.jag.2022.102879
2 citations as recorded by crossref.
Latest update: 23 Nov 2024