Articles | Volume 18, issue 3
https://doi.org/10.5194/hess-18-1165-2014
© Author(s) 2014. 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-18-1165-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Intercomparison of four remote-sensing-based energy balance methods to retrieve surface evapotranspiration and water stress of irrigated fields in semi-arid climate
J. Chirouze
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
G. Boulet
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
L. Jarlan
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
R. Fieuzal
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
J. C. Rodriguez
Universidad de Sonora, Hermosillo, Sonora, México
J. Ezzahar
Centre National de l'Energie, des Sciences et des Techniques Nucléaires, Kénitra, Morocco
S. Er-Raki
LP2M2E, Département de physique, Faculté des Sciences et Techniques, Université Cadi Ayyad, Marrakech, Morocco
G. Bigeard
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
O. Merlin
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
J. Garatuza-Payan
Instituto Tecnológico de Sonora, Ciudad Obregón, Sonora, México
C. Watts
Universidad de Sonora, Hermosillo, Sonora, México
G. Chehbouni
Centre d'Etudes Spatiales de la Biosphère, UPS, CNRS, CNES, IRD – UMR5126, Toulouse, France
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Cited
96 citations as recorded by crossref.
- Early detection of broccoli drought acclimation/stress in agricultural environments utilizing proximal hyperspectral imaging and AutoML I. Malounas et al.
- Effect of observation scale on remote sensing based estimates of evapotranspiration in a semi-arid row cropped orchard environment N. Gaur et al.
- Evaluating the ability of satellite remote sensing to detect changes in actual evapotranspiration under contrasting field management practices in the Czech Republic T. Ghisi et al.
- Estimating Biomass and Yield Using METRIC Evapotranspiration and Simple Growth Algorithms A. Khan et al.
- Annual water deficit in response to climate variabilities across the globe D. Yin et al.
- Evaluation and Aggregation Properties of Thermal Infra-Red-Based Evapotranspiration Algorithms from 100 m to the km Scale over a Semi-Arid Irrigated Agricultural Area M. Bahir et al.
- Agronomic Information Extraction from UAV-Based Thermal Photogrammetry Using MATLAB F. Paciolla et al.
- Evapotranspiration Estimation in the Sahel Using a New Ensemble-Contextual Method A. Allies et al.
- 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.
- The effects of water stress on croplands in the Aral Sea basin L. Jiang et al.
- Assessing Evapotranspiration Models for Regional Implementation in the Mediterranean: A Comparative Analysis of STEPS, TSEB, and SCOPE with Global Datasets Z. Unnisa et al.
- Assessment of empirical and physically-based approaches to simulate surface resistance for improved evapotranspiration modeling of winter wheat in semi-arid region, Morocco Z. Bouswir et al.
- Surface energy fluxes in the Northeast Asia ecosystem: SEBS and METRIC models using Landsat satellite images U. Liaqat & M. Choi
- Two source energy balance maize evapotranspiration estimates using close-canopy mobile infrared sensors and upscaling methods under variable water stress conditions A. Katimbo et al.
- Evaluating five remote sensing based single-source surface energy balance models for estimating daily evapotranspiration in a humid subtropical climate N. Bhattarai et al.
- An End-Member-Based Two-Source Approach for Estimating Land Surface Evapotranspiration From Remote Sensing Data R. Tang & Z. Li
- Estimation of daily evapotranspiration and irrigation water efficiency at a Landsat-like scale for an arid irrigation area using multi-source remote sensing data Y. Ma et al.
- 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.
- Simulation of Forest Evapotranspiration Using Time-Series Parameterization of the Surface Energy Balance System (SEBS) over the Qilian Mountains X. Tian et al.
- Hydrological Functioning of Maize Crops in Southwest France Using Eddy Covariance Measurements and a Land Surface Model O. Dare-Idowu et al.
- Evaluating the performance of two SEB models for estimating ET based on satellite images in arid regions A. Elkatoury et al.
- Revisiting the paper “Using radiometric surface temperature for surface energy flux estimation in Mediterranean drylands from a two-source perspective” W. Kustas et al.
- Improving the drought monitoring capability of VHI at the global scale via ensemble indices for various vegetation types from 2001 to 2018 J. Zeng et al.
- Recent literature in cartography and geographic information science M. Finn & D. Thunen
- Estimation of Irrigation Water Pumping by Remote Sensing: Application of the SAMIR Model to Citrus under Mediterranean Climate Conditions I. Tazekrit et al.
- Evaluation and Drivers of Four Evapotranspiration Products in the Yellow River Basin L. Jin et al.
- Combined effects of urbanization and climate change on watershed evapotranspiration at multiple spatial scales D. Fang et al.
- Analysis of Multispectral Drought Indices in Central Tunisia N. Farhani et al.
- Spatially remotely sensed evapotranspiration estimates in Sahel region using an ensemble contextual model with automated heterogeneity assessment N. Farhani et al.
- 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.
- Vegetation Water Use Based on a Thermal and Optical Remote Sensing Model in the Mediterranean Region of Doñana M. Moyano et al.
- Estimation of total available water in the soil layer by integrating actual evapotranspiration data in a remote sensing-driven soil water balance I. Campos et al.
- Schätzung der Verdunstung mithilfe von Machine- und Deep Learning-Methoden C. Brenner et al.
- Simulation and Optimisation Using a Digital Twin for Resilience-Based Management of Confined Aquifers C. Cohen-Manrique et al.
- 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.
- Quantifying water stress in vineyards using a smartphone L. Paleari et al.
- High spatial resolution thermal infrared data from airborne acquisition reveal inconsistencies in evapotranspiration and crop water stress retrieval from different models C. Corbari et al.
- Estimation of evapotranspiration using all-weather land surface temperature and variational trends with warming temperatures for the River Source Region in Southwest China Y. Ma et al.
- A Comprehensive Evaluation of Five Evapotranspiration Datasets Based on Ground and GRACE Satellite Observations: Implications for Improvement of Evapotranspiration Retrieval Algorithm L. Chao et al.
- Evapotranspiration Retrieval Under Different Aridity Conditions Over North American Grasslands Q. Liao et al.
- 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.
- A sensitivity analysis of a FAO-56 dual crop coefficient-based model under various field conditions P. Laluet et al.
- Improving Soil Moisture and Surface Turbulent Heat Flux Estimates by Assimilation of SMAP Brightness Temperatures or Soil Moisture Retrievals and GOES Land Surface Temperature Retrievals Y. Lu et al.
- 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.
- Accuracy comparison of remotely sensed evapotranspiration products and their associated water stress footprints under different land cover types in Korean peninsula U. Liaqat & M. Choi
- IoT-Based Smart Irrigation Systems: An Overview on the Recent Trends on Sensors and IoT Systems for Irrigation in Precision Agriculture L. García et al.
- Monitoring Irrigation Consumption Using High Resolution NDVI Image Time Series: Calibration and Validation in the Kairouan Plain (Tunisia) S. Saadi et al.
- Remote sensing products for predicting actual evapotranspiration and water stress footprints under different land cover M. Jahangir & M. Arast
- Ensemble Machine Learning Outperforms Empirical Equations for the Ground Heat Flux Estimation with Remote Sensing Data J. Bonsoms & G. Boulet
- Influence of modeling domain and meteorological forcing data on daily evapotranspiration estimates from a Shuttleworth–Wallace model using Sentinel-2 surface reflectance data N. Bhattarai et al.
- Evapotranspiration estimates in a traditional irrigated area in semi-arid Mediterranean. Comparison of four remote sensing-based models J. Elfarkh et al.
- Modelling Water Stress in a Shiraz Vineyard Using Hyperspectral Imaging and Machine Learning K. Loggenberg et al.
- Comparison of Satellite Driven Surface Energy Balance Models in Estimating Crop Evapotranspiration in Semi-Arid to Arid Inter-Mountain Region B. Acharya & V. Sharma
- Remote sensing of evapotranspiration over cotton using the TSEB and METRIC energy balance models A. French et al.
- Impact of Sowing Date on Yield and Water Use Efficiency of Wheat Analyzed through Spatial Modeling and FORMOSAT-2 Images B. Duchemin et al.
- 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
- Estimation of Evapotranspiration Based on a Modified Penman–Monteith–Leuning Model Using Surface and Root Zone Soil Moisture H. Duan et al.
- A Sensitivity Analysis of a Fao-56 Dual Crop Coefficient-Based Model Under Various Field Conditions P. Laluet et al.
- Remote sensing for agricultural applications: A meta-review M. Weiss et al.
- Angular Modeling of the Components of Net Radiation in Agricultural Crops and Its Implications on Energy Balance Closure F. Paz et al.
- Influence of Model Grid Size on the Estimation of Surface Fluxes Using the Two Source Energy Balance Model and sUAS Imagery in Vineyards A. Nassar et al.
- Feasibility of using an energy balance to measure evapotranspiration in green stormwater infrastructure D. Krasowski et al.
- Estimating Evapotranspiration Using Coupled Remote Sensing and Three SEB Models in an Arid Region A. Elkatoury et al.
- Attribution analysis based on Budyko hypothesis for land evapotranspiration change in the Loess Plateau, China G. He et al.
- Assessment of an Automated Calibration of the SEBAL Algorithm to Estimate Dry-Season Surface-Energy Partitioning in a Forest–Savanna Transition in Brazil L. Laipelt et al.
- Estimation of turbulent fluxes over almond orchards using high-resolution aerial imagery with one and two-source energy balance models S. Peddinti & I. Kisekka
- Evaluation of the METRIC and TSEB remote sensing evapotranspiration models in the floodplain area of the Thaya and Morava Rivers T. Ghisi et al.
- Inter-comparison of energy balance and hydrological models for land surface energy flux estimation over a whole river catchment R. Guzinski et al.
- Calibrating an evapotranspiration model using radiometric surface temperature, vegetation cover fraction and near-surface soil moisture data B. Hssaine et al.
- Estimations of Regional Surface Energy Fluxes Over Heterogeneous Oasis–Desert Surfaces in the Middle Reaches of the Heihe River During HiWATER-MUSOEXE . Yanfei Ma et al.
- Integrating soil moisture retrieved from L-band microwave radiation into an energy balance model to improve evapotranspiration estimation on the irrigated oases of arid regions in northwest China Y. Li et al.
- Remote Sensing of Water Resources in Semi-Arid Mediterranean Areas: the joint international laboratory TREMA L. Jarlan et al.
- Modelling High-Resolution Actual Evapotranspiration through Sentinel-2 and Sentinel-3 Data Fusion R. Guzinski et al.
- A comprehensive analysis of seasonal and interannual ecohydrological process dynamics in semi-arid dune and meadow ecosystems X. Li et al.
- Evapotranspiration Acquired with Remote Sensing Thermal-Based Algorithms: A State-of-the-Art Review V. García-Santos et al.
- An automated multi-model evapotranspiration mapping framework using remotely sensed and reanalysis data N. Bhattarai et al.
- Utility of remote sensing-based surface energy balance models to track water stress in rain-fed switchgrass under dry and wet conditions N. Bhattarai et al.
- Comparison of three remote sensing based models for the estimation of latent heat flux over India R. Eswar et al.
- Remote Sensing for Crop Water Management: From ET Modelling to Services for the End Users A. Calera et al.
- Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran S. Sima et al.
- On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient Y. Bai et al.
- Combining Landsat optical/thermal and LiDAR High Definition data to estimate turbulent fluxes over Mediterranean forests V. Penot & O. Merlin
- Basin scale rainfall-evapotranspiration dynamics in a tropical semiarid environment during dry and wet years P. Mutti et al.
- Evapotranspiration in Semi-Arid Climate: Remote Sensing vs. Soil Water Simulation H. Chakroun et al.
- Comparison of three remote sensing based models to estimate evapotranspiration in an oasis-desert region J. Lian & M. Huang
- A time domain triangle method approach to estimate actual evapotranspiration: Application in a Mediterranean region using MODIS and MSG-SEVIRI products M. Minacapilli et al.
- Estimation of evapotranspiration of temperate grassland based on high-resolution thermal and visible range imagery from unmanned aerial systems C. Brenner et al.
- Improving latent heat flux prediction via enhanced cross-variable interaction and temporal dependence learning Q. Li et al.
- Exploring the contribution of vegetation and climate factors to changes in terrestrial evapotranspiration in China Y. Xue et al.
- geeSSEBI: Evaluating Actual Evapotranspiration Estimated with a Google Earth Engine Implementation of S-SEBI J. Kabala et al.
- Performance of the two-source energy budget (TSEB) model for the monitoring of evapotranspiration over irrigated annual crops in North Africa A. Diarra et al.
- 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.
- A New Temperature-Vegetation Triangle Algorithm with Variable Edges (TAVE) for Satellite-Based Actual Evapotranspiration Estimation H. Zhang et al.
- Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta‐analysis approach O. Merlin et al.
- Modifying an Image Fusion Approach for High Spatiotemporal LST Retrieval in Surface Dryness and Evapotranspiration Estimations T. Januar et al.
- A Copernicus-based evapotranspiration dataset at 100 m spatial resolution over four Mediterranean basins P. Bartkowiak et al.
96 citations as recorded by crossref.
- Early detection of broccoli drought acclimation/stress in agricultural environments utilizing proximal hyperspectral imaging and AutoML I. Malounas et al.
- Effect of observation scale on remote sensing based estimates of evapotranspiration in a semi-arid row cropped orchard environment N. Gaur et al.
- Evaluating the ability of satellite remote sensing to detect changes in actual evapotranspiration under contrasting field management practices in the Czech Republic T. Ghisi et al.
- Estimating Biomass and Yield Using METRIC Evapotranspiration and Simple Growth Algorithms A. Khan et al.
- Annual water deficit in response to climate variabilities across the globe D. Yin et al.
- Evaluation and Aggregation Properties of Thermal Infra-Red-Based Evapotranspiration Algorithms from 100 m to the km Scale over a Semi-Arid Irrigated Agricultural Area M. Bahir et al.
- Agronomic Information Extraction from UAV-Based Thermal Photogrammetry Using MATLAB F. Paciolla et al.
- Evapotranspiration Estimation in the Sahel Using a New Ensemble-Contextual Method A. Allies et al.
- 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.
- The effects of water stress on croplands in the Aral Sea basin L. Jiang et al.
- Assessing Evapotranspiration Models for Regional Implementation in the Mediterranean: A Comparative Analysis of STEPS, TSEB, and SCOPE with Global Datasets Z. Unnisa et al.
- Assessment of empirical and physically-based approaches to simulate surface resistance for improved evapotranspiration modeling of winter wheat in semi-arid region, Morocco Z. Bouswir et al.
- Surface energy fluxes in the Northeast Asia ecosystem: SEBS and METRIC models using Landsat satellite images U. Liaqat & M. Choi
- Two source energy balance maize evapotranspiration estimates using close-canopy mobile infrared sensors and upscaling methods under variable water stress conditions A. Katimbo et al.
- Evaluating five remote sensing based single-source surface energy balance models for estimating daily evapotranspiration in a humid subtropical climate N. Bhattarai et al.
- An End-Member-Based Two-Source Approach for Estimating Land Surface Evapotranspiration From Remote Sensing Data R. Tang & Z. Li
- Estimation of daily evapotranspiration and irrigation water efficiency at a Landsat-like scale for an arid irrigation area using multi-source remote sensing data Y. Ma et al.
- 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.
- Simulation of Forest Evapotranspiration Using Time-Series Parameterization of the Surface Energy Balance System (SEBS) over the Qilian Mountains X. Tian et al.
- Hydrological Functioning of Maize Crops in Southwest France Using Eddy Covariance Measurements and a Land Surface Model O. Dare-Idowu et al.
- Evaluating the performance of two SEB models for estimating ET based on satellite images in arid regions A. Elkatoury et al.
- Revisiting the paper “Using radiometric surface temperature for surface energy flux estimation in Mediterranean drylands from a two-source perspective” W. Kustas et al.
- Improving the drought monitoring capability of VHI at the global scale via ensemble indices for various vegetation types from 2001 to 2018 J. Zeng et al.
- Recent literature in cartography and geographic information science M. Finn & D. Thunen
- Estimation of Irrigation Water Pumping by Remote Sensing: Application of the SAMIR Model to Citrus under Mediterranean Climate Conditions I. Tazekrit et al.
- Evaluation and Drivers of Four Evapotranspiration Products in the Yellow River Basin L. Jin et al.
- Combined effects of urbanization and climate change on watershed evapotranspiration at multiple spatial scales D. Fang et al.
- Analysis of Multispectral Drought Indices in Central Tunisia N. Farhani et al.
- Spatially remotely sensed evapotranspiration estimates in Sahel region using an ensemble contextual model with automated heterogeneity assessment N. Farhani et al.
- 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.
- Vegetation Water Use Based on a Thermal and Optical Remote Sensing Model in the Mediterranean Region of Doñana M. Moyano et al.
- Estimation of total available water in the soil layer by integrating actual evapotranspiration data in a remote sensing-driven soil water balance I. Campos et al.
- Schätzung der Verdunstung mithilfe von Machine- und Deep Learning-Methoden C. Brenner et al.
- Simulation and Optimisation Using a Digital Twin for Resilience-Based Management of Confined Aquifers C. Cohen-Manrique et al.
- 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.
- Quantifying water stress in vineyards using a smartphone L. Paleari et al.
- High spatial resolution thermal infrared data from airborne acquisition reveal inconsistencies in evapotranspiration and crop water stress retrieval from different models C. Corbari et al.
- Estimation of evapotranspiration using all-weather land surface temperature and variational trends with warming temperatures for the River Source Region in Southwest China Y. Ma et al.
- A Comprehensive Evaluation of Five Evapotranspiration Datasets Based on Ground and GRACE Satellite Observations: Implications for Improvement of Evapotranspiration Retrieval Algorithm L. Chao et al.
- Evapotranspiration Retrieval Under Different Aridity Conditions Over North American Grasslands Q. Liao et al.
- 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.
- A sensitivity analysis of a FAO-56 dual crop coefficient-based model under various field conditions P. Laluet et al.
- Improving Soil Moisture and Surface Turbulent Heat Flux Estimates by Assimilation of SMAP Brightness Temperatures or Soil Moisture Retrievals and GOES Land Surface Temperature Retrievals Y. Lu et al.
- 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.
- Accuracy comparison of remotely sensed evapotranspiration products and their associated water stress footprints under different land cover types in Korean peninsula U. Liaqat & M. Choi
- IoT-Based Smart Irrigation Systems: An Overview on the Recent Trends on Sensors and IoT Systems for Irrigation in Precision Agriculture L. García et al.
- Monitoring Irrigation Consumption Using High Resolution NDVI Image Time Series: Calibration and Validation in the Kairouan Plain (Tunisia) S. Saadi et al.
- Remote sensing products for predicting actual evapotranspiration and water stress footprints under different land cover M. Jahangir & M. Arast
- Ensemble Machine Learning Outperforms Empirical Equations for the Ground Heat Flux Estimation with Remote Sensing Data J. Bonsoms & G. Boulet
- Influence of modeling domain and meteorological forcing data on daily evapotranspiration estimates from a Shuttleworth–Wallace model using Sentinel-2 surface reflectance data N. Bhattarai et al.
- Evapotranspiration estimates in a traditional irrigated area in semi-arid Mediterranean. Comparison of four remote sensing-based models J. Elfarkh et al.
- Modelling Water Stress in a Shiraz Vineyard Using Hyperspectral Imaging and Machine Learning K. Loggenberg et al.
- Comparison of Satellite Driven Surface Energy Balance Models in Estimating Crop Evapotranspiration in Semi-Arid to Arid Inter-Mountain Region B. Acharya & V. Sharma
- Remote sensing of evapotranspiration over cotton using the TSEB and METRIC energy balance models A. French et al.
- Impact of Sowing Date on Yield and Water Use Efficiency of Wheat Analyzed through Spatial Modeling and FORMOSAT-2 Images B. Duchemin et al.
- 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
- Estimation of Evapotranspiration Based on a Modified Penman–Monteith–Leuning Model Using Surface and Root Zone Soil Moisture H. Duan et al.
- A Sensitivity Analysis of a Fao-56 Dual Crop Coefficient-Based Model Under Various Field Conditions P. Laluet et al.
- Remote sensing for agricultural applications: A meta-review M. Weiss et al.
- Angular Modeling of the Components of Net Radiation in Agricultural Crops and Its Implications on Energy Balance Closure F. Paz et al.
- Influence of Model Grid Size on the Estimation of Surface Fluxes Using the Two Source Energy Balance Model and sUAS Imagery in Vineyards A. Nassar et al.
- Feasibility of using an energy balance to measure evapotranspiration in green stormwater infrastructure D. Krasowski et al.
- Estimating Evapotranspiration Using Coupled Remote Sensing and Three SEB Models in an Arid Region A. Elkatoury et al.
- Attribution analysis based on Budyko hypothesis for land evapotranspiration change in the Loess Plateau, China G. He et al.
- Assessment of an Automated Calibration of the SEBAL Algorithm to Estimate Dry-Season Surface-Energy Partitioning in a Forest–Savanna Transition in Brazil L. Laipelt et al.
- Estimation of turbulent fluxes over almond orchards using high-resolution aerial imagery with one and two-source energy balance models S. Peddinti & I. Kisekka
- Evaluation of the METRIC and TSEB remote sensing evapotranspiration models in the floodplain area of the Thaya and Morava Rivers T. Ghisi et al.
- Inter-comparison of energy balance and hydrological models for land surface energy flux estimation over a whole river catchment R. Guzinski et al.
- Calibrating an evapotranspiration model using radiometric surface temperature, vegetation cover fraction and near-surface soil moisture data B. Hssaine et al.
- Estimations of Regional Surface Energy Fluxes Over Heterogeneous Oasis–Desert Surfaces in the Middle Reaches of the Heihe River During HiWATER-MUSOEXE . Yanfei Ma et al.
- Integrating soil moisture retrieved from L-band microwave radiation into an energy balance model to improve evapotranspiration estimation on the irrigated oases of arid regions in northwest China Y. Li et al.
- Remote Sensing of Water Resources in Semi-Arid Mediterranean Areas: the joint international laboratory TREMA L. Jarlan et al.
- Modelling High-Resolution Actual Evapotranspiration through Sentinel-2 and Sentinel-3 Data Fusion R. Guzinski et al.
- A comprehensive analysis of seasonal and interannual ecohydrological process dynamics in semi-arid dune and meadow ecosystems X. Li et al.
- Evapotranspiration Acquired with Remote Sensing Thermal-Based Algorithms: A State-of-the-Art Review V. García-Santos et al.
- An automated multi-model evapotranspiration mapping framework using remotely sensed and reanalysis data N. Bhattarai et al.
- Utility of remote sensing-based surface energy balance models to track water stress in rain-fed switchgrass under dry and wet conditions N. Bhattarai et al.
- Comparison of three remote sensing based models for the estimation of latent heat flux over India R. Eswar et al.
- Remote Sensing for Crop Water Management: From ET Modelling to Services for the End Users A. Calera et al.
- Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran S. Sima et al.
- On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient Y. Bai et al.
- Combining Landsat optical/thermal and LiDAR High Definition data to estimate turbulent fluxes over Mediterranean forests V. Penot & O. Merlin
- Basin scale rainfall-evapotranspiration dynamics in a tropical semiarid environment during dry and wet years P. Mutti et al.
- Evapotranspiration in Semi-Arid Climate: Remote Sensing vs. Soil Water Simulation H. Chakroun et al.
- Comparison of three remote sensing based models to estimate evapotranspiration in an oasis-desert region J. Lian & M. Huang
- A time domain triangle method approach to estimate actual evapotranspiration: Application in a Mediterranean region using MODIS and MSG-SEVIRI products M. Minacapilli et al.
- Estimation of evapotranspiration of temperate grassland based on high-resolution thermal and visible range imagery from unmanned aerial systems C. Brenner et al.
- Improving latent heat flux prediction via enhanced cross-variable interaction and temporal dependence learning Q. Li et al.
- Exploring the contribution of vegetation and climate factors to changes in terrestrial evapotranspiration in China Y. Xue et al.
- geeSSEBI: Evaluating Actual Evapotranspiration Estimated with a Google Earth Engine Implementation of S-SEBI J. Kabala et al.
- Performance of the two-source energy budget (TSEB) model for the monitoring of evapotranspiration over irrigated annual crops in North Africa A. Diarra et al.
- 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.
- A New Temperature-Vegetation Triangle Algorithm with Variable Edges (TAVE) for Satellite-Based Actual Evapotranspiration Estimation H. Zhang et al.
- Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta‐analysis approach O. Merlin et al.
- Modifying an Image Fusion Approach for High Spatiotemporal LST Retrieval in Surface Dryness and Evapotranspiration Estimations T. Januar et al.
- A Copernicus-based evapotranspiration dataset at 100 m spatial resolution over four Mediterranean basins P. Bartkowiak et al.
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