Articles | Volume 21, issue 12
https://doi.org/10.5194/hess-21-6135-2017
© Author(s) 2017. 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-21-6135-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Performance of the METRIC model in estimating evapotranspiration fluxes over an irrigated field in Saudi Arabia using Landsat-8 images
Rangaswamy Madugundu
CORRESPONDING AUTHOR
Precision Agriculture Research Chair, King Saud University, Riyadh,
11451, Saudi Arabia
Khalid A. Al-Gaadi
Precision Agriculture Research Chair, King Saud University, Riyadh,
11451, Saudi Arabia
Department of Agricultural Engineering,
College of Food and Agriculture Sciences, King Saud University, Riyadh,
11451, Saudi Arabia
ElKamil Tola
Precision Agriculture Research Chair, King Saud University, Riyadh,
11451, Saudi Arabia
Abdalhaleem A. Hassaballa
Precision Agriculture Research Chair, King Saud University, Riyadh,
11451, Saudi Arabia
Virupakshagouda C. Patil
Precision Agriculture Research Chair, King Saud University, Riyadh,
11451, Saudi Arabia
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Cited
42 citations as recorded by crossref.
- Calibration of METRIC Modeling for Evapotranspiration Estimation Using Landsat 8 Imagery Data M. Derakhshandeh & M. Tombul 10.1007/s11269-021-03029-5
- Atmosphere-surface fluxes modeling for the high Andes: The case of páramo catchments of Ecuador G. Carrillo-Rojas et al. 10.1016/j.scitotenv.2019.135372
- Estimation of land surface evapotranspiration using the METRIC model in Nepal S. WASTI et al. 10.1080/16742834.2020.1824984
- Mapping and assessment of evapotranspiration over an oasis in arid ecosystem using remote sensing and biophysical modelling K. Turk et al. 10.1007/s12517-021-08415-2
- Landsat Hourly Evapotranspiration Flux Assessment using Lysimeters for the Texas High Plains A. Hashem et al. 10.3390/w12041192
- LandMOD ET mapper: A new matlab-based graphical user interface (GUI) for automated implementation of SEBAL and METRIC models in thermal imagery N. Bhattarai & T. Liu 10.1016/j.envsoft.2019.04.007
- Assessing the impacts of precipitation on water yield estimation in arid environments: Case study in the southwestern part of Saudi Arabia E. Adem et al. 10.1016/j.scp.2024.101539
- Application of SEBAL and Ts/VI Trapezoid Models for Estimating Actual Evapotranspiration in the Algerian Semi-Arid Environment to Improve Agricultural Water Management F. Sahnoun et al. 10.1590/0102-77863610020
- Validación del modelo Metric utilizando imágenes Landsat-8 en Bouteloua gracilis de México D. Hernández Díaz et al. 10.29312/remexca.v13i8.2852
- Evapotranspiration of sorghum from the energy balance by METRIC and STSEB J. Lima et al. 10.1590/1807-1929/agriambi.v24n1p24-30
- Modelling of evapotranspiration using land surface energy balance and thermal infrared remote sensing R. Singh et al. 10.1007/s42965-020-00076-8
- Monitoring agricultural drought in Peshawar Valley, Pakistan using long -term satellite and meteorological data T. Javed et al. 10.1007/s11356-023-31345-3
- Comparing actual evapotranspiration estimations by METRIC to in-situ water balance measurements over an irrigated field in Turkey M. Cetin et al. 10.1080/02626667.2023.2198649
- Estimation of evapotranspiration fluxes from Sal (Shorea robusta Gaertn.f) forest using METRIC model: case study of Doon Valley, India S. Purohit et al. 10.1080/10106049.2021.1920630
- Evaluation Framework of Landsat 8–Based Actual Evapotranspiration Estimates in Data-Sparse Catchment S. Paul et al. 10.1061/(ASCE)HE.1943-5584.0001992
- 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
- Spatiotemporal Variabilities in Evapotranspiration of Alfalfa: A Case Study Using Remote Sensing METRIC and SSEBop Models and Eddy Covariance Z. Tawalbeh et al. 10.3390/rs16132290
- 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
- Applications of Remote Sensing in Precision Agriculture: A Review R. Sishodia et al. 10.3390/rs12193136
- Actual evapotranspiration by machine learning and remote sensing without the thermal spectrum T. Costa et al. 10.1371/journal.pone.0285535
- Estimating evapotranspiration using METRIC model and Landsat data for better understandings of regional hydrology in the western Urmia Lake Basin M. Tasumi 10.1016/j.agwat.2019.105805
- Energy-Based Approaches in Estimating Actual Evapotranspiration Focusing on Land Surface Temperature: A Review of Methods, Concepts, and Challenges M. Taheri et al. 10.3390/en15041264
- Actual evapotranspiration estimation using METRIC model and Landsat satellite images over an irrigated field in the Eastern Mediterranean Region of Turkey O. Alsenjar et al. 10.1007/s42990-023-00099-y
- Assimilation of SMAP disaggregated soil moisture and Landsat land surface temperature to improve FAO-56 estimates of ET in semi-arid regions A. Amazirh et al. 10.1016/j.agwat.2021.107290
- Mapping evapotranspiration variability over a complex oasis-desert ecosystem based on automated calibration of Landsat 7 ETM+ data in SEBAL F. Ochege et al. 10.1080/15481603.2019.1643531
- Assessment of Landsat-Based Evapotranspiration Using Weighing Lysimeters in the Texas High Plains A. Hashem et al. 10.3390/agronomy10111688
- Satellite-Based Water and Energy Balance Model for the Arid Region to Determine Evapotranspiration: Development and Application A. Ali et al. 10.3390/su132313111
- Climatology and phytogeography of Saudi Arabia. A review O. Sayed & Y. Masrahi 10.1080/15324982.2023.2169846
- Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing S. Dias et al. 10.1371/journal.pone.0245834
- Estimation of evapotranspiration in lesser Himalayas using remote sensing based surface energy balance algorithm M. Nema et al. 10.1080/10106049.2020.1745300
- Suitability of Earth Engine Evaporation Flux (EEFlux) Estimation of Evapotranspiration in Rainfed Crops S. Kadam et al. 10.3390/rs13193884
- Agricultural water accounting: Complementing a governance monitoring schema with remote sensing calculations at different scales I. Fuentes et al. 10.1016/j.agwat.2024.108676
- Modeling the Near-Surface Energies and Water Vapor Fluxes Behavior in Response to Summer Canopy Density across Yanqi Endorheic Basin, Northwestern China P. Kayumba et al. 10.3390/rs13183764
- Spatial distribution of evapotranspiration by fractional vegetation cover index on irrigated cropland banana (Musa Spp.) in the semiarid L. Gonçalves et al. 10.1016/j.rsase.2022.100878
- Comparison of actual evapotranspiration by the google earth engine evapotranspiration flux (EEFlux) to the METRIC model using remote sensing data and in-situ climate observations O. Alsanjar et al. 10.1051/bioconf/20248501073
- Assessing Satellite-Derived OpenET Platform Evapotranspiration of Mature Pecan Orchard in the Mesilla Valley, New Mexico Z. Tawalbeh et al. 10.3390/rs16081429
- Prospects of Improving Agricultural and Water Productivity through Unmanned Aerial Vehicles L. Nhamo et al. 10.3390/agriculture10070256
- Developing a New ANN Model to Estimate Daily Actual Evapotranspiration Using Limited Climatic Data and Remote Sensing Techniques for Sustainable Water Management H. Karahan et al. 10.3390/su16062481
- Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data R. Houborg & M. McCabe 10.3390/rs10060890
- Use of multispectral and thermal satellite imagery to determine crop water requirements using SEBAL, METRIC, and SWAP models in hot and hyper-arid Oman A. Ali et al. 10.1007/s12517-021-06948-0
- Estimating Evapotranspiration Using Coupled Remote Sensing and Three SEB Models in an Arid Region A. Elkatoury et al. 10.1007/s40710-019-00410-w
- Quantification and Mapping of Satellite Driven Surface Energy Balance Fluxes in Semi-Arid to Arid Inter-Mountain Region B. Acharya et al. 10.3390/rs12244019
42 citations as recorded by crossref.
- Calibration of METRIC Modeling for Evapotranspiration Estimation Using Landsat 8 Imagery Data M. Derakhshandeh & M. Tombul 10.1007/s11269-021-03029-5
- Atmosphere-surface fluxes modeling for the high Andes: The case of páramo catchments of Ecuador G. Carrillo-Rojas et al. 10.1016/j.scitotenv.2019.135372
- Estimation of land surface evapotranspiration using the METRIC model in Nepal S. WASTI et al. 10.1080/16742834.2020.1824984
- Mapping and assessment of evapotranspiration over an oasis in arid ecosystem using remote sensing and biophysical modelling K. Turk et al. 10.1007/s12517-021-08415-2
- Landsat Hourly Evapotranspiration Flux Assessment using Lysimeters for the Texas High Plains A. Hashem et al. 10.3390/w12041192
- LandMOD ET mapper: A new matlab-based graphical user interface (GUI) for automated implementation of SEBAL and METRIC models in thermal imagery N. Bhattarai & T. Liu 10.1016/j.envsoft.2019.04.007
- Assessing the impacts of precipitation on water yield estimation in arid environments: Case study in the southwestern part of Saudi Arabia E. Adem et al. 10.1016/j.scp.2024.101539
- Application of SEBAL and Ts/VI Trapezoid Models for Estimating Actual Evapotranspiration in the Algerian Semi-Arid Environment to Improve Agricultural Water Management F. Sahnoun et al. 10.1590/0102-77863610020
- Validación del modelo Metric utilizando imágenes Landsat-8 en Bouteloua gracilis de México D. Hernández Díaz et al. 10.29312/remexca.v13i8.2852
- Evapotranspiration of sorghum from the energy balance by METRIC and STSEB J. Lima et al. 10.1590/1807-1929/agriambi.v24n1p24-30
- Modelling of evapotranspiration using land surface energy balance and thermal infrared remote sensing R. Singh et al. 10.1007/s42965-020-00076-8
- Monitoring agricultural drought in Peshawar Valley, Pakistan using long -term satellite and meteorological data T. Javed et al. 10.1007/s11356-023-31345-3
- Comparing actual evapotranspiration estimations by METRIC to in-situ water balance measurements over an irrigated field in Turkey M. Cetin et al. 10.1080/02626667.2023.2198649
- Estimation of evapotranspiration fluxes from Sal (Shorea robusta Gaertn.f) forest using METRIC model: case study of Doon Valley, India S. Purohit et al. 10.1080/10106049.2021.1920630
- Evaluation Framework of Landsat 8–Based Actual Evapotranspiration Estimates in Data-Sparse Catchment S. Paul et al. 10.1061/(ASCE)HE.1943-5584.0001992
- 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
- Spatiotemporal Variabilities in Evapotranspiration of Alfalfa: A Case Study Using Remote Sensing METRIC and SSEBop Models and Eddy Covariance Z. Tawalbeh et al. 10.3390/rs16132290
- 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
- Applications of Remote Sensing in Precision Agriculture: A Review R. Sishodia et al. 10.3390/rs12193136
- Actual evapotranspiration by machine learning and remote sensing without the thermal spectrum T. Costa et al. 10.1371/journal.pone.0285535
- Estimating evapotranspiration using METRIC model and Landsat data for better understandings of regional hydrology in the western Urmia Lake Basin M. Tasumi 10.1016/j.agwat.2019.105805
- Energy-Based Approaches in Estimating Actual Evapotranspiration Focusing on Land Surface Temperature: A Review of Methods, Concepts, and Challenges M. Taheri et al. 10.3390/en15041264
- Actual evapotranspiration estimation using METRIC model and Landsat satellite images over an irrigated field in the Eastern Mediterranean Region of Turkey O. Alsenjar et al. 10.1007/s42990-023-00099-y
- Assimilation of SMAP disaggregated soil moisture and Landsat land surface temperature to improve FAO-56 estimates of ET in semi-arid regions A. Amazirh et al. 10.1016/j.agwat.2021.107290
- Mapping evapotranspiration variability over a complex oasis-desert ecosystem based on automated calibration of Landsat 7 ETM+ data in SEBAL F. Ochege et al. 10.1080/15481603.2019.1643531
- Assessment of Landsat-Based Evapotranspiration Using Weighing Lysimeters in the Texas High Plains A. Hashem et al. 10.3390/agronomy10111688
- Satellite-Based Water and Energy Balance Model for the Arid Region to Determine Evapotranspiration: Development and Application A. Ali et al. 10.3390/su132313111
- Climatology and phytogeography of Saudi Arabia. A review O. Sayed & Y. Masrahi 10.1080/15324982.2023.2169846
- Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing S. Dias et al. 10.1371/journal.pone.0245834
- Estimation of evapotranspiration in lesser Himalayas using remote sensing based surface energy balance algorithm M. Nema et al. 10.1080/10106049.2020.1745300
- Suitability of Earth Engine Evaporation Flux (EEFlux) Estimation of Evapotranspiration in Rainfed Crops S. Kadam et al. 10.3390/rs13193884
- Agricultural water accounting: Complementing a governance monitoring schema with remote sensing calculations at different scales I. Fuentes et al. 10.1016/j.agwat.2024.108676
- Modeling the Near-Surface Energies and Water Vapor Fluxes Behavior in Response to Summer Canopy Density across Yanqi Endorheic Basin, Northwestern China P. Kayumba et al. 10.3390/rs13183764
- Spatial distribution of evapotranspiration by fractional vegetation cover index on irrigated cropland banana (Musa Spp.) in the semiarid L. Gonçalves et al. 10.1016/j.rsase.2022.100878
- Comparison of actual evapotranspiration by the google earth engine evapotranspiration flux (EEFlux) to the METRIC model using remote sensing data and in-situ climate observations O. Alsanjar et al. 10.1051/bioconf/20248501073
- Assessing Satellite-Derived OpenET Platform Evapotranspiration of Mature Pecan Orchard in the Mesilla Valley, New Mexico Z. Tawalbeh et al. 10.3390/rs16081429
- Prospects of Improving Agricultural and Water Productivity through Unmanned Aerial Vehicles L. Nhamo et al. 10.3390/agriculture10070256
- Developing a New ANN Model to Estimate Daily Actual Evapotranspiration Using Limited Climatic Data and Remote Sensing Techniques for Sustainable Water Management H. Karahan et al. 10.3390/su16062481
- Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data R. Houborg & M. McCabe 10.3390/rs10060890
- Use of multispectral and thermal satellite imagery to determine crop water requirements using SEBAL, METRIC, and SWAP models in hot and hyper-arid Oman A. Ali et al. 10.1007/s12517-021-06948-0
- Estimating Evapotranspiration Using Coupled Remote Sensing and Three SEB Models in an Arid Region A. Elkatoury et al. 10.1007/s40710-019-00410-w
- Quantification and Mapping of Satellite Driven Surface Energy Balance Fluxes in Semi-Arid to Arid Inter-Mountain Region B. Acharya et al. 10.3390/rs12244019
Latest update: 05 Nov 2024
Short summary
In view of the pressing need to assess the productivity of agricultural fields in Saudi Arabia, this study was undertaken in an attempt to apply the METRIC model with Landsat-8 imagery for the determination of spatial and temporal variability in ET aiming at optimizing the quantification of crop water requirement and the formulation of efficient irrigation schedules. This paper will be of great interest to readers in the areas of agriculture (in general), water management and remote sensing.
In view of the pressing need to assess the productivity of agricultural fields in Saudi Arabia,...