Articles | Volume 19, issue 11
https://doi.org/10.5194/hess-19-4653-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-19-4653-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
The SPARSE model for the prediction of water stress and evapotranspiration components from thermal infra-red data and its evaluation over irrigated and rainfed wheat
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
Département Génie Rural des Eaux et Forêts, Institut National Agronomique de Tunisie/Université de Carthage, Tunis, Tunisia
B. Mougenot
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
Département Génie Rural des Eaux et Forêts, Institut National Agronomique de Tunisie/Université de Carthage, Tunis, Tunisia
J.-P. Lhomme
IRD, UMR LISAH, Montpellier, France
P. Fanise
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
Z. Lili-Chabaane
Département Génie Rural des Eaux et Forêts, Institut National Agronomique de Tunisie/Université de Carthage, Tunis, Tunisia
A. Olioso
INRA, EMMAH – UMR1114, Avignon, France
UAPV, EMMAH – UMR1114, Avignon, France
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
INRA, EMMAH – UMR1114, Avignon, France
UAPV, EMMAH – UMR1114, Avignon, France
V. Rivalland
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
L. Jarlan
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
O. Merlin
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
B. Coudert
CESBIO – UMR 5126 UPS, CNRS, CNES, IRD, Toulouse, France
S. Er-Raki
LP2M2E, FST, Université Cadi Ayyad, Marrakech, Morocco
J.-P. Lagouarde
INRA, UMR 1391 ISPA, 33140 Villenave d'Ornon, France
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- 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
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- Modeling Evapotranspiration at Larger Temporal Scales: Effects of Temporal Aggregation and Data Gaps K. Athira et al. 10.3390/rs14174142
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47 citations as recorded by crossref.
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- 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
- Analysis and forecast of crop water demand in irrigation districts across the eastern part of the Ebro river basin (Catalonia, Spain): estimation of evapotranspiration through copernicus-based inputs J. Bellvert et al. 10.1007/s00271-024-00971-1
- Uncertainties Caused by Resistances in Evapotranspiration Estimation Using High-Density Eddy Covariance Measurements W. Zhao et al. 10.1175/JHM-D-19-0191.1
- Monitoring Heat Extremes across Central Europe Using Land Surface Temperature Data Records from SEVIRI/MSG C. Gouveia et al. 10.3390/rs14143470
- Review of approaches for the estimation of sensible heat flux in remote sensing-based evapotranspiration models M. Mohan et al. 10.1117/1.JRS.14.041501
- Hydrological Functioning of Maize Crops in Southwest France Using Eddy Covariance Measurements and a Land Surface Model O. Dare-Idowu et al. 10.3390/w13111481
- Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing B. Roy et al. 10.3390/rs16010155
- Evapotranspiration partition using the multiple energy balance version of the ISBA-A-g<sub>s</sub> land surface model over two irrigated crops in a semi-arid Mediterranean region (Marrakech, Morocco) G. Aouade et al. 10.5194/hess-24-3789-2020
- The role of aerodynamic resistance in thermal remote sensing-based evapotranspiration models I. Trebs et al. 10.1016/j.rse.2021.112602
- Analysis of Multispectral Drought Indices in Central Tunisia N. Farhani et al. 10.3390/rs14081813
- What Do We Know about Water Scarcity in Semi-Arid Zones? A Global Analysis and Research Trends F. Morante-Carballo et al. 10.3390/w14172685
- Seasonal Adaptation of the Thermal-Based Two-Source Energy Balance Model for Estimating Evapotranspiration in a Semiarid Tree-Grass Ecosystem V. Burchard-Levine et al. 10.3390/rs12060904
- An independent framework-based evapotranspiration model (IFEM) for dual-source: From field to regional scale S. Wang et al. 10.1016/j.rse.2023.113792
- Medium-Resolution Mapping of Evapotranspiration at the Catchment Scale Based on Thermal Infrared MODIS Data and ERA-Interim Reanalysis over North Africa A. Diarra et al. 10.3390/rs14205071
- 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
- Accounting for Almond Crop Water Use under Different Irrigation Regimes with a Two-Source Energy Balance Model and Copernicus-Based Inputs C. Jofre-Čekalović et al. 10.3390/rs14092106
- Modelling High-Resolution Actual Evapotranspiration through Sentinel-2 and Sentinel-3 Data Fusion R. Guzinski et al. 10.3390/rs12091433
- Ability of a soil–vegetation–atmosphere transfer model and a two-source energy balance model to predict evapotranspiration for several crops and climate conditions G. Bigeard et al. 10.5194/hess-23-5033-2019
- Observation and Assessment of Model Retrievals of Surface Exchange Components Over a Row Canopy Using Directional Thermal Data S. Mwangi et al. 10.1109/JSTARS.2023.3297709
- An End-Member-Based Two-Source Approach for Estimating Land Surface Evapotranspiration From Remote Sensing Data R. Tang & Z. Li 10.1109/TGRS.2017.2715361
- Canopy-scale biophysical controls of transpiration and evaporation in the Amazon Basin K. Mallick et al. 10.5194/hess-20-4237-2016
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- 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 B. Ait Hssaine et al. 10.5194/hess-24-1781-2020
- Estimating the Water Deficit Index of a Mediterranean Holm Oak Forest From Landsat Optical/Thermal Data: A Phenomenological Correction for Trees Casting Shadow Effects V. Penot & O. Merlin 10.1109/JSTARS.2023.3288360
- Remote Sensing Energy Balance Model for the Assessment of Crop Evapotranspiration and Water Status in an Almond Rootstock Collection J. Bellvert et al. 10.3389/fpls.2021.608967
- Assessment of an extended SPARSE model for estimating evapotranspiration from directional thermal infrared data S. Mwangi et al. 10.1016/j.agrformet.2022.108882
- Phenotyping of almond rootstocks for the assessment of evapotranspiration using remote sensing energy balance models J. Bellvert et al. 10.17660/ActaHortic.2024.1406.62
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- The effect of pixel heterogeneity for remote sensing based retrievals of evapotranspiration in a semi-arid tree-grass ecosystem V. Burchard-Levine et al. 10.1016/j.rse.2021.112440
- Modelling evaporation with local, regional and global BROOK90 frameworks: importance of parameterization and forcing I. Vorobevskii et al. 10.5194/hess-26-3177-2022
- Evaluation of Multiple Methods for the Production of Continuous Evapotranspiration Estimates from TIR Remote Sensing E. Delogu et al. 10.3390/rs13061086
- Remote Sensing, Geophysics, and Modeling to Support Precision Agriculture—Part 2: Irrigation Management A. Pradipta et al. 10.3390/w14071157
- The utility and applicability of vegetation index-based models for the spatial disaggregation of evapotranspiration S. Munusamy et al. 10.1007/s00271-024-00963-1
- Quantifying Thermal Infra-Red directional anisotropy using Master and Landsat-8 simultaneous acquisitions J. Michel et al. 10.1016/j.rse.2023.113765
- Evapotranspiration and Surface Energy Fluxes Estimation Using the Landsat-7 Enhanced Thematic Mapper Plus Image over a Semiarid Agrosystem in the North-West of Algeria N. Laounia et al. 10.1590/0102-7786324016
- 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 and evaporation/transpiration partitioning with dual source energy balance models in agricultural lands G. Boulet et al. 10.5194/piahs-380-17-2018
- 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 S. Saadi et al. 10.5194/hess-22-2187-2018
- Modeling Evapotranspiration at Larger Temporal Scales: Effects of Temporal Aggregation and Data Gaps K. Athira et al. 10.3390/rs14174142
- Evaluation of the SPARSE Dual-Source Model for Predicting Water Stress and Evapotranspiration from Thermal Infrared Data over Multiple Crops and Climates E. Delogu et al. 10.3390/rs10111806
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Short summary
The paper presents a new model (SPARSE) to estimate total evapotranspiration as well as its components (evaporation and transpiration) from remote-sensing data in the thermal infra-red domain. The limits of computing two unknowns (evaporation and transpiration) out of one piece of information (one surface temperature) are assessed theoretically. The model performance in retrieving the components as well as the water stress is assessed for two wheat crops (one irrigated and one rainfed).
The paper presents a new model (SPARSE) to estimate total evapotranspiration as well as its...