Articles | Volume 22, issue 4
https://doi.org/10.5194/hess-22-2187-2018
© Author(s) 2018. 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-22-2187-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
09 Apr 2018
Research article |
| 09 Apr 2018
| 09 Apr 2018
Assessment of actual evapotranspiration over a semiarid heterogeneous land surface by means of coupled low-resolution remote sensing data with an energy balance model: comparison to extra-large aperture scintillometer measurements
Sameh Saadi
CORRESPONDING AUTHOR
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Université de Carthage/Institut National Agronomique de Tunisie/ LR17AGR01-GREEN-TEAM, Tunis, Tunisia
Gilles Boulet
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Malik Bahir
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Aurore Brut
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Émilie Delogu
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Pascal Fanise
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Bernard Mougenot
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Vincent Simonneaux
Centre d'Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS, CNES, IRD, UPS, Toulouse, France
Zohra Lili Chabaane
Université de Carthage/Institut National Agronomique de Tunisie/ LR17AGR01-GREEN-TEAM, Tunis, Tunisia
Viewed
Total article views: 3,674 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Aug 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,376 | 1,190 | 108 | 3,674 | 85 | 100 |
- HTML: 2,376
- PDF: 1,190
- XML: 108
- Total: 3,674
- BibTeX: 85
- EndNote: 100
Total article views: 2,816 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 09 Apr 2018)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,857 | 860 | 99 | 2,816 | 72 | 76 |
- HTML: 1,857
- PDF: 860
- XML: 99
- Total: 2,816
- BibTeX: 72
- EndNote: 76
Total article views: 858 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Aug 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 519 | 330 | 9 | 858 | 13 | 24 |
- HTML: 519
- PDF: 330
- XML: 9
- Total: 858
- BibTeX: 13
- EndNote: 24
Viewed (geographical distribution)
Total article views: 3,674 (including HTML, PDF, and XML)
Thereof 3,489 with geography defined
and 185 with unknown origin.
Total article views: 2,816 (including HTML, PDF, and XML)
Thereof 2,660 with geography defined
and 156 with unknown origin.
Total article views: 858 (including HTML, PDF, and XML)
Thereof 829 with geography defined
and 29 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.
- Integrating thermal stress indexes within Shuttleworth–Wallace model for evapotranspiration mapping over a complex surface J. Elfarkh et al. 10.1007/s00271-020-00701-3
- Analysis of Multispectral Drought Indices in Central Tunisia N. Farhani et al. 10.3390/rs14081813
- Basin scale rainfall-evapotranspiration dynamics in a tropical semiarid environment during dry and wet years P. Mutti et al. 10.1016/j.jag.2018.10.007
- Challenges and Future Perspectives of Multi-/Hyperspectral Thermal Infrared Remote Sensing for Crop Water-Stress Detection: A Review M. Gerhards et al. 10.3390/rs11101240
- Evaluation of ECOSTRESS evapotranspiration estimates over heterogeneous landscapes in the continental US L. Liang et al. 10.1016/j.jhydrol.2022.128470
- Observation of the winter regional evaporative fraction using a UAV-based eddy covariance system over wetland area Y. Sun et al. 10.1016/j.agrformet.2021.108619
- Evapotranspiration and evaporation/transpiration partitioning with dual source energy balance models in agricultural lands G. Boulet et al. 10.5194/piahs-380-17-2018
- Actual Evapotranspiration Estimation Using Sentinel-1 SAR and Sentinel-3 SLSTR Data Combined with a Gradient Boosting Machine Model in Busia County, Western Kenya P. Musyimi et al. 10.3390/atmos13111927
- Using Remote Sensing to Estimate Scales of Spatial Heterogeneity to Analyze Evapotranspiration Modeling in a Natural Ecosystem A. Nassar et al. 10.3390/rs14020372
- Multi-Scale Evaluation of the TSEB Model over a Complex Agricultural Landscape in Morocco J. Elfarkh et al. 10.3390/rs12071181
- Soil water balance models for determining crop water and irrigation requirements and irrigation scheduling focusing on the FAO56 method and the dual Kc approach L. Pereira et al. 10.1016/j.agwat.2020.106357
- An assessment of groundwater use in irrigated agriculture using multi-spectral remote sensing L. Nhamo et al. 10.1016/j.pce.2019.102810
- Physical mechanism-based simulation methods for soil and ground heat flux from observations at multi-sites Z. Liu et al. 10.1016/j.jhydrol.2024.132168
- The role of aerodynamic resistance in thermal remote sensing-based evapotranspiration models I. Trebs et al. 10.1016/j.rse.2021.112602
- 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
- Bridging Thermal Infrared Sensing and Physically‐Based Evapotranspiration Modeling: From Theoretical Implementation to Validation Across an Aridity Gradient in Australian Ecosystems K. Mallick et al. 10.1029/2017WR021357
- Evapotranspiration estimates in a traditional irrigated area in semi-arid Mediterranean. Comparison of four remote sensing-based models J. Elfarkh et al. 10.1016/j.agwat.2022.107728
- Viewpoint: Irrigation water management in a space age M. Hafeez & U. Awan 10.1002/ird.2705
- Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia N. Farhani et al. 10.1016/j.envsoft.2022.105448
- Day and night: Impact of 2D/3D urban features on land surface temperature and their spatiotemporal non-stationary relationships in urban building spaces Z. Lin et al. 10.1016/j.scs.2024.105507
- Estimating Evapotranspiration Using Coupled Remote Sensing and Three SEB Models in an Arid Region A. Elkatoury et al. 10.1007/s40710-019-00410-w
- 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
- Evaluating the performance of two SEB models for estimating ET based on satellite images in arid regions A. Elkatoury et al. 10.1007/s12517-019-5019-3
- Combining a Two Source Energy Balance Model Driven by MODIS and MSG-SEVIRI Products with an Aggregation Approach to Estimate Turbulent Fluxes over Sparse and Heterogeneous Vegetation in Sahel Region (Niger) B. Hssaine et al. 10.3390/rs10060974
23 citations as recorded by crossref.
- Integrating thermal stress indexes within Shuttleworth–Wallace model for evapotranspiration mapping over a complex surface J. Elfarkh et al. 10.1007/s00271-020-00701-3
- Analysis of Multispectral Drought Indices in Central Tunisia N. Farhani et al. 10.3390/rs14081813
- Basin scale rainfall-evapotranspiration dynamics in a tropical semiarid environment during dry and wet years P. Mutti et al. 10.1016/j.jag.2018.10.007
- Challenges and Future Perspectives of Multi-/Hyperspectral Thermal Infrared Remote Sensing for Crop Water-Stress Detection: A Review M. Gerhards et al. 10.3390/rs11101240
- Evaluation of ECOSTRESS evapotranspiration estimates over heterogeneous landscapes in the continental US L. Liang et al. 10.1016/j.jhydrol.2022.128470
- Observation of the winter regional evaporative fraction using a UAV-based eddy covariance system over wetland area Y. Sun et al. 10.1016/j.agrformet.2021.108619
- Evapotranspiration and evaporation/transpiration partitioning with dual source energy balance models in agricultural lands G. Boulet et al. 10.5194/piahs-380-17-2018
- Actual Evapotranspiration Estimation Using Sentinel-1 SAR and Sentinel-3 SLSTR Data Combined with a Gradient Boosting Machine Model in Busia County, Western Kenya P. Musyimi et al. 10.3390/atmos13111927
- Using Remote Sensing to Estimate Scales of Spatial Heterogeneity to Analyze Evapotranspiration Modeling in a Natural Ecosystem A. Nassar et al. 10.3390/rs14020372
- Multi-Scale Evaluation of the TSEB Model over a Complex Agricultural Landscape in Morocco J. Elfarkh et al. 10.3390/rs12071181
- Soil water balance models for determining crop water and irrigation requirements and irrigation scheduling focusing on the FAO56 method and the dual Kc approach L. Pereira et al. 10.1016/j.agwat.2020.106357
- An assessment of groundwater use in irrigated agriculture using multi-spectral remote sensing L. Nhamo et al. 10.1016/j.pce.2019.102810
- Physical mechanism-based simulation methods for soil and ground heat flux from observations at multi-sites Z. Liu et al. 10.1016/j.jhydrol.2024.132168
- The role of aerodynamic resistance in thermal remote sensing-based evapotranspiration models I. Trebs et al. 10.1016/j.rse.2021.112602
- 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
- Bridging Thermal Infrared Sensing and Physically‐Based Evapotranspiration Modeling: From Theoretical Implementation to Validation Across an Aridity Gradient in Australian Ecosystems K. Mallick et al. 10.1029/2017WR021357
- Evapotranspiration estimates in a traditional irrigated area in semi-arid Mediterranean. Comparison of four remote sensing-based models J. Elfarkh et al. 10.1016/j.agwat.2022.107728
- Viewpoint: Irrigation water management in a space age M. Hafeez & U. Awan 10.1002/ird.2705
- Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia N. Farhani et al. 10.1016/j.envsoft.2022.105448
- Day and night: Impact of 2D/3D urban features on land surface temperature and their spatiotemporal non-stationary relationships in urban building spaces Z. Lin et al. 10.1016/j.scs.2024.105507
- Estimating Evapotranspiration Using Coupled Remote Sensing and Three SEB Models in an Arid Region A. Elkatoury et al. 10.1007/s40710-019-00410-w
- 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
- Evaluating the performance of two SEB models for estimating ET based on satellite images in arid regions A. Elkatoury et al. 10.1007/s12517-019-5019-3
Discussed (final revised paper)
Latest update: 16 Nov 2024
Short summary
This study evaluated the performances of an energy balance model (SPARSE model) forced by MODIS remote sensing products in an operational context to estimate instantaneous and daily evapotranspiration. The validation protocol was based on an unprecedented dataset with an extra-large aperture scintillometer. Indeed, to our knowledge, this is the first work based on XLAS measurements acquired over the course of more than 2 years.
This study evaluated the performances of an energy balance model (SPARSE model) forced by MODIS...
